diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s0_session_df_train.csv b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s0_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..dbffc8cef4c25db628b748bbd85dea8d0c86e3e7 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s0_session_df_train.csv @@ -0,0 +1,348 @@ +total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy +56.0,56.0,0.6426992,769.2308,10000.0,13.0,625.0,,128.0,0.0002497952,0.1,2.8813684 +1934.0,995.0,0.44422346,1000.0,20000.0,20.0,1250.0,,288.0,0.0002495392,0.1,2.8528242 +2530.625,1506.875,0.39743754,1071.4286,30000.0,28.0,1875.0,,448.0,0.0002492832,0.1,2.8173943 +2545.0,1766.4062,0.59485334,1052.6316,40000.0,38.0,2500.0,,608.0,0.0002490272,0.1,2.7567518 +2792.1875,1971.5625,0.6050629,1111.1111,50000.0,45.0,3125.0,,768.0,0.0002487712,0.1,2.7186391 +2766.0527,2103.9775,0.8024826,1153.8462,60000.0,52.0,3750.0,,928.0,0.0002485152,0.1,2.664132 +2903.7778,2218.2346,0.65205896,1186.4407,70000.0,59.0,4375.0,,1088.0,0.0002482592,0.1,2.672936 +2961.4546,2311.1372,0.531778,1212.1212,80000.0,66.0,5000.0,,1248.0,0.0002480032,0.1,2.655589 +3048.644,2393.0825,0.83414763,1250.0,90000.0,72.0,5625.0,,1376.0,0.0002477984,0.1,2.5748465 +3082.676,2462.0417,0.4574298,1250.0,100000.0,80.0,6250.0,,1536.0,0.0002475424,0.1,2.629486 +3094.6052,2519.5476,0.55990684,1264.3678,110000.0,87.0,6875.0,,1696.0,0.0002472864,0.1,2.5294123 +3102.1177,2568.095,0.47576493,1276.5957,120000.0,94.0,7500.0,,1856.0,0.0002470304,0.1,2.5090446 +3120.111,2610.5576,0.80268466,1274.5098,130000.0,102.0,8125.0,,2016.0,0.0002467744,0.1,2.21668 +3144.3,2648.6821,0.5088203,1284.4037,140000.0,109.0,8750.0,,2176.0,0.0002465184,0.1,2.367532 +3155.4,2682.4634,0.5973164,1282.0513,150000.0,117.0,9375.0,,2336.0,0.0002462624,0.1,2.2851768 +3192.8,2714.3594,0.38251302,1290.3226,160000.0,124.0,10000.0,,2496.0,0.0002460064,0.1,2.252274 +3314.8,2749.6794,0.48527104,1307.6923,170000.0,130.0,10625.0,,2656.0,0.0002457504,0.1,2.2001143 +3272.0,2778.6973,0.70306855,1313.8687,180000.0,137.0,11250.0,,2784.0,0.0002455456,0.1,2.1466856 +3305.8,2806.4395,0.2772806,1310.3448,190000.0,145.0,11875.0,,2944.0,0.0002452896,0.1,2.3196554 +3293.0,2830.7676,0.4786965,1315.7894,200000.0,152.0,12500.0,,3104.0,0.0002450336,0.1,2.1752527 +3307.9,2853.488,0.75644743,1312.5,210000.0,160.0,13125.0,,3264.0,0.0002447776,0.1,2.1820078 +3296.7,2873.634,0.79314333,1317.3652,220000.0,167.0,13750.0,,3424.0,0.0002445216,0.1,2.2073255 +3303.6,2892.3281,0.8565528,1314.2858,230000.0,175.0,14375.0,,3584.0,0.0002442656,0.1,2.1733146 +3358.0,2911.7312,0.62957096,1318.6813,240000.0,182.0,15000.0,,3744.0,0.0002440096,0.1,2.2382784 +3428.5,2932.4019,1.0428421,1322.7513,250000.0,189.0,15625.0,,3904.0,0.0002437536,0.1,2.0831852 +3534.5,2955.5596,0.7577733,1326.5306,260000.0,196.0,16250.0,,4032.0,0.0002435488,0.1,2.2068243 +3602.8,2979.5312,0.5663989,1323.5294,270000.0,204.0,16875.0,,4192.0,0.0002432928,0.1,2.0172029 +3702.8,3005.362,0.77786326,1327.0142,280000.0,211.0,17500.0,,4352.0,0.0002430368,0.1,2.0859623 +3849.5,3034.4705,0.47135076,1324.2009,290000.0,219.0,18125.0,,4512.0,0.0002427808,0.1,2.1957765 +3852.9,3061.7512,1.0829034,1327.4336,300000.0,226.0,18750.0,,4672.0,0.0002425248,0.1,2.0276318 +3947.6,3090.3271,0.7774688,1324.7864,310000.0,234.0,19375.0,,4832.0,0.0002422688,0.1,2.2237067 +3988.9,3118.4077,0.8112523,1322.3141,320000.0,242.0,20000.0,,4992.0,0.0002420128,0.1,1.9997942 +4142.8,3149.4497,0.6463492,1325.3011,330000.0,249.0,20625.0,,5152.0,0.0002417568,0.1,2.1939404 +4188.7,3180.016,1.440847,1322.9572,340000.0,257.0,21250.0,,5312.0,0.0002415008,0.1,2.0728865 +4316.8,3212.4956,0.94396657,1330.7985,350000.0,263.0,21875.0,,5440.0,0.000241296,0.1,2.085328 +4388.8,3245.1707,0.79943484,1333.3334,360000.0,270.0,22500.0,,5600.0,0.00024104,0.1,1.8986686 +4609.8,3282.0522,0.73857766,1335.7401,370000.0,277.0,23125.0,,5760.0,0.000240784,0.1,2.019321 +4678.0,3318.7878,1.2163128,1338.0282,380000.0,284.0,23750.0,,5920.0,0.000240528,0.1,1.9645004 +4728.5,3354.9343,0.91098404,1335.6165,390000.0,292.0,24375.0,,6080.0,0.000240272,0.1,2.024546 +4806.9,3391.2336,1.0724288,1337.7926,400000.0,299.0,25000.0,,6240.0,0.000240016,0.1,1.7930254 +4824.0,3426.1792,0.7540127,1335.5049,410000.0,307.0,25625.0,,6400.0,0.00023976,0.1,1.7340413 +4993.1,3463.4866,0.82182014,1337.5796,420000.0,314.0,26250.0,,6560.0,0.000239504,0.1,1.6675309 +5019.0,3499.6614,0.884418,1339.5638,430000.0,321.0,26875.0,,6688.0,0.0002392992,0.1,1.4744028 +5168.7,3537.594,1.1206346,1337.386,440000.0,329.0,27500.0,,6848.0,0.0002390432,0.1,1.797364 +5275.8,3576.221,1.1497281,1339.2858,450000.0,336.0,28125.0,,7008.0,0.0002387872,0.1,1.6024377 +5479.2,3617.59,1.6258532,1341.1079,460000.0,343.0,28750.0,,7168.0,0.0002385312,0.1,1.4918433 +5509.0,3657.8328,0.7185102,1342.8572,470000.0,350.0,29375.0,,7328.0,0.0002382752,0.1,1.5539718 +5538.1,3697.0051,1.1572856,1340.7821,480000.0,358.0,30000.0,,7488.0,0.0002380192,0.1,1.5293617 +5672.4,3737.3196,0.88197684,1342.4657,490000.0,365.0,30625.0,,7648.0,0.0002377632,0.1,1.5210123 +5680.9,3776.1912,0.8652974,1344.086,500000.0,372.0,31250.0,,7808.0,0.0002375072,0.1,1.4017396 +5749.9,3814.8916,0.56446075,1345.6465,510000.0,379.0,31875.0,,7968.0,0.0002372512,0.1,1.7590344 +5803.0,3853.1245,1.1706766,1347.1503,520000.0,386.0,32500.0,,8096.0,0.0002370464,0.1,1.5542984 +5852.7,3890.8523,1.027919,1341.7721,530000.0,395.0,33125.0,,8256.0,0.0002367904,0.1,1.4720778 +5910.3,3928.2495,0.95702016,1343.2836,540000.0,402.0,33750.0,,8416.0,0.0002365344,0.1,1.3933281 +5991.6,3965.765,0.75739694,1344.7433,550000.0,409.0,34375.0,,8576.0,0.0002362784,0.1,1.3068573 +6036.1,4002.7349,1.5507187,1346.1538,560000.0,416.0,35000.0,,8736.0,0.0002360224,0.1,1.4600238 +6087.5,4039.3098,1.110556,1347.5177,570000.0,423.0,35625.0,,8896.0,0.0002357664,0.1,1.4424438 +6042.6,4073.849,2.066444,1348.8372,580000.0,430.0,36250.0,,9056.0,0.0002355104,0.1,1.5695727 +6074.7,4107.7617,1.0990237,1350.1144,590000.0,437.0,36875.0,,9216.0,0.0002352544,0.1,1.6653665 +6056.8,4140.2456,1.3449161,1354.4019,600000.0,443.0,37500.0,,9344.0,0.0002350496,0.1,1.2868578 +6073.0,4171.93,1.170881,1355.5555,610000.0,450.0,38125.0,,9504.0,0.0002347936,0.1,1.5257658 +6112.6,4203.2314,1.9376299,1353.7118,620000.0,458.0,38750.0,,9664.0,0.0002345376,0.1,1.3982325 +6035.9,4232.3213,1.0311663,1351.9313,630000.0,466.0,39375.0,,9824.0,0.0002342816,0.1,1.5306288 +6096.1,4261.4434,1.0253226,1353.0656,640000.0,473.0,40000.0,,9984.0,0.0002340256,0.1,1.3873532 +6059.6,4289.1074,1.036484,1354.1666,650000.0,480.0,40625.0,,10144.0,0.0002337696,0.1,1.4222398 +6011.6,4315.2056,0.8010893,1355.2361,660000.0,487.0,41250.0,,10304.0,0.0002335136,0.1,1.366694 +6063.8,4341.304,1.7018471,1356.2753,670000.0,494.0,41875.0,,10464.0,0.0002332576,0.1,1.4918196 +6056.4,4366.5264,1.0678912,1354.5817,680000.0,502.0,42500.0,,10624.0,0.0002330016,0.1,1.4404769 +6027.1,4390.5923,1.5178832,1358.2677,690000.0,508.0,43125.0,,10752.0,0.0002327968,0.1,1.4420928 +5922.8,4412.4814,1.0809005,1359.2233,700000.0,515.0,43750.0,,10912.0,0.0002325408,0.1,1.5818081 +5900.1,4433.4336,0.9707488,1357.5526,710000.0,523.0,44375.0,,11072.0,0.0002322848,0.1,1.290016 +5959.1,4454.623,0.8215612,1355.9323,720000.0,531.0,45000.0,,11232.0,0.0002320288,0.1,1.3576498 +6009.2,4475.9185,0.9050813,1356.8773,730000.0,538.0,45625.0,,11392.0,0.0002317728,0.1,1.3866353 +5969.0,4496.095,1.8795017,1357.7982,740000.0,545.0,46250.0,,11552.0,0.0002315168,0.1,1.4675677 +5975.4,4515.82,1.4647791,1358.6957,750000.0,552.0,46875.0,,11712.0,0.0002312608,0.1,1.4547918 +5986.7,4535.1733,1.2175097,1359.5707,760000.0,559.0,47500.0,,11872.0,0.0002310048,0.1,1.2982671 +6014.2,4554.381,0.9707101,1360.4241,770000.0,566.0,48125.0,,12000.0,0.0002308,0.1,1.4067549 +6041.0,4573.4404,0.8638613,1361.2566,780000.0,573.0,48750.0,,12160.0,0.000230544,0.1,1.384733 +6105.1,4592.828,0.7363459,1362.069,790000.0,580.0,49375.0,,12320.0,0.000230288,0.1,1.6352429 +6182.3,4612.6973,1.3384787,1362.862,800000.0,587.0,50000.0,,12480.0,0.000230032,0.1,1.682397 +6188.1,4632.1465,0.9140342,1363.6364,810000.0,594.0,50625.0,,12640.0,0.000229776,0.1,1.6358743 +6181.1,4651.036,2.107032,1364.3927,820000.0,601.0,51250.0,,12800.0,0.00022952,0.1,1.6766272 +6165.6,4669.2837,0.667131,1362.89,830000.0,609.0,51875.0,,12960.0,0.000229264,0.1,1.546459 +6214.3,4687.6772,1.3942791,1363.6364,840000.0,616.0,52500.0,,13120.0,0.000229008,0.1,1.8004383 +6263.0,4706.2104,0.7868497,1362.1794,850000.0,624.0,53125.0,,13280.0,0.000228752,0.1,1.7102737 +6292.8,4724.659,1.5154918,1365.0793,860000.0,630.0,53750.0,,13408.0,0.0002285472,0.1,1.7228792 +6232.6,4741.9917,0.6017906,1365.7771,870000.0,637.0,54375.0,,13568.0,0.0002282912,0.1,1.6492614 +6256.3,4759.1997,0.7895554,1364.3411,880000.0,645.0,55000.0,,13728.0,0.0002280352,0.1,1.490428 +6305.0,4776.5684,0.8131116,1362.9403,890000.0,653.0,55625.0,,13888.0,0.0002277792,0.1,1.6484414 +6307.9,4793.583,0.8778879,1361.5734,900000.0,661.0,56250.0,,14048.0,0.0002275232,0.1,1.3142595 +6356.6,4810.759,1.7190163,1362.2754,910000.0,668.0,56875.0,,14208.0,0.0002272672,0.1,1.6405771 +6382.6,4827.844,1.0950062,1362.963,920000.0,675.0,57500.0,,14368.0,0.0002270112,0.1,1.460201 +6356.5,4844.2812,0.7488826,1361.6398,930000.0,683.0,58125.0,,14528.0,0.0002267552,0.1,1.497015 +6328.8,4860.074,0.8036176,1364.296,940000.0,689.0,58750.0,,14656.0,0.0002265504,0.1,1.3053887 +6302.6,4875.259,1.968287,1362.9843,950000.0,697.0,59375.0,,14816.0,0.0002262944,0.1,1.3776083 +6294.5,4890.0425,0.6172186,1363.6364,960000.0,704.0,60000.0,,14976.0,0.0002260384,0.1,1.4683121 +6317.9,4904.7627,0.9090594,1362.3595,970000.0,712.0,60625.0,,15136.0,0.0002257824,0.1,1.2999808 +6244.2,4918.43,2.178356,1363.0042,980000.0,719.0,61250.0,,15296.0,0.0002255264,0.1,1.3498123 +6288.1,4932.265,2.002201,1361.7606,990000.0,727.0,61875.0,,15456.0,0.0002252704,0.1,1.5329196 +6233.1,4945.2734,1.1898457,1362.3978,1000000.0,734.0,62500.0,,15616.0,0.0002250144,0.1,1.3589107 +6277.2,5007.485,1.7547969,1361.186,1010000.0,742.0,63125.0,,15776.0,0.0002247584,0.1,1.4891504 +6310.9,5051.255,0.9006053,1361.8158,1020000.0,749.0,63750.0,,15936.0,0.0002245024,0.1,1.5715551 +6301.8,5088.9663,2.0383148,1364.2384,1030000.0,755.0,64375.0,,16064.0,0.0002242976,0.1,1.5115662 +6308.2,5126.5986,0.8684016,1364.8293,1040000.0,762.0,65000.0,,16224.0,0.0002240416,0.1,1.4896469 +6294.0,5161.6167,0.8898935,1363.6364,1050000.0,770.0,65625.0,,16384.0,0.0002237856,0.1,1.4339018 +6292.3,5196.879,0.6382714,1364.2213,1060000.0,777.0,66250.0,,16544.0,0.0002235296,0.1,1.4439731 +6340.0,5231.241,1.0340168,1364.7959,1070000.0,784.0,66875.0,,16704.0,0.0002232736,0.1,1.5597308 +6345.7,5265.084,1.1417933,1363.6364,1080000.0,792.0,67500.0,,16864.0,0.0002230176,0.1,1.3476831 +6370.0,5298.2974,1.4437208,1362.5,1090000.0,800.0,68125.0,,17024.0,0.0002227616,0.1,1.4990665 +6434.4,5331.814,1.2122403,1363.0731,1100000.0,807.0,68750.0,,17184.0,0.0002225056,0.1,1.7154825 +6465.9,5365.527,0.71023303,1363.6364,1110000.0,814.0,69375.0,,17312.0,0.0002223008,0.1,1.5747535 +6518.8,5399.694,0.7894287,1362.5304,1120000.0,822.0,70000.0,,17472.0,0.0002220448,0.1,1.4160619 +6518.8,5433.6816,0.8269925,1363.088,1130000.0,829.0,70625.0,,17632.0,0.0002217888,0.1,1.4850774 +6629.1,5468.5293,1.8905494,1363.6364,1140000.0,836.0,71250.0,,17792.0,0.0002215328,0.1,1.3901612 +6647.6,5503.4517,0.7925401,1365.7958,1150000.0,842.0,71875.0,,17952.0,0.0002212768,0.1,1.3326423 +6666.6,5538.19,0.88313067,1366.3134,1160000.0,849.0,72500.0,,18112.0,0.0002210208,0.1,1.470705 +6733.2,5572.3735,0.41531146,1366.8224,1170000.0,856.0,73125.0,,18272.0,0.0002207648,0.1,1.7155347 +6702.9,5606.6816,0.5642283,1364.1619,1180000.0,865.0,73750.0,,18432.0,0.0002205088,0.1,1.3384953 +6723.4,5640.858,1.0075196,1364.679,1190000.0,872.0,74375.0,,18592.0,0.0002202528,0.1,1.4271948 +6739.0,5675.3174,1.1599026,1365.1877,1200000.0,879.0,75000.0,,18720.0,0.000220048,0.1,1.5208673 +6801.8,5710.257,1.0475111,1364.1488,1210000.0,887.0,75625.0,,18880.0,0.000219792,0.1,1.629274 +6803.7,5745.326,0.6355288,1364.6532,1220000.0,894.0,76250.0,,19040.0,0.000219536,0.1,1.6115882 +6804.4,5780.335,0.8269961,1365.1498,1230000.0,901.0,76875.0,,19200.0,0.00021928,0.1,1.2413177 +6813.1,5814.886,0.6671009,1365.6388,1240000.0,908.0,77500.0,,19360.0,0.000219024,0.1,1.7549688 +6758.7,5848.188,1.1234971,1366.1202,1250000.0,915.0,78125.0,,19520.0,0.000218768,0.1,1.6736991 +6717.2,5880.015,1.1394148,1366.5944,1260000.0,922.0,78750.0,,19680.0,0.000218512,0.1,1.8263066 +6723.3,5911.22,1.7898983,1365.5914,1270000.0,930.0,79375.0,,19840.0,0.000218256,0.1,1.6468208 +6669.8,5940.89,1.3172154,1366.0619,1280000.0,937.0,80000.0,,20000.0,0.000218,0.1,1.7873325 +6682.0,5969.216,1.3962992,1366.5254,1290000.0,944.0,80625.0,,20128.0,0.0002177952,0.1,1.4017205 +6582.5,5996.511,1.4139981,1366.9822,1300000.0,951.0,81250.0,,20288.0,0.0002175392,0.1,1.4937453 +6549.2,6022.527,1.1882784,1367.4321,1310000.0,958.0,81875.0,,20448.0,0.0002172832,0.1,1.2001827 +6553.1,6048.1694,0.776771,1367.8756,1320000.0,965.0,82500.0,,20608.0,0.0002170272,0.1,1.6344461 +6591.8,6072.659,1.6959258,1368.3127,1330000.0,972.0,83125.0,,20768.0,0.0002167712,0.1,1.4561013 +6579.8,6096.571,0.8986089,1368.7437,1340000.0,979.0,83750.0,,20928.0,0.0002165152,0.1,1.5560014 +6518.3,6118.5854,1.4101467,1369.1683,1350000.0,986.0,84375.0,,21088.0,0.0002162592,0.1,1.4811248 +6476.7,6139.4644,2.5865507,1368.2092,1360000.0,994.0,85000.0,,21248.0,0.0002160032,0.1,1.39274 +6448.8,6157.8545,0.55087507,1368.6313,1370000.0,1001.0,85625.0,,21376.0,0.0002157984,0.1,1.7879486 +6441.2,6175.4863,0.90566564,1367.6908,1380000.0,1009.0,86250.0,,21536.0,0.0002155424,0.1,1.524476 +6491.2,6193.1123,0.82047194,1368.1102,1390000.0,1016.0,86875.0,,21696.0,0.0002152864,0.1,1.6718934 +6576.1,6210.8057,0.7585994,1367.1875,1400000.0,1024.0,87500.0,,21856.0,0.0002150304,0.1,1.5349922 +6584.0,6228.405,0.8160763,1367.6042,1410000.0,1031.0,88125.0,,22016.0,0.0002147744,0.1,1.2876782 +6640.9,6244.8833,0.8867787,1368.0154,1420000.0,1038.0,88750.0,,22176.0,0.0002145184,0.1,1.43065 +6605.8,6260.7505,0.716751,1367.1128,1430000.0,1046.0,89375.0,,22336.0,0.0002142624,0.1,1.4383385 +6696.5,6276.029,0.6652823,1367.5214,1440000.0,1053.0,90000.0,,22496.0,0.0002140064,0.1,1.2891667 +6761.1,6290.882,0.87054145,1367.9246,1450000.0,1060.0,90625.0,,22656.0,0.0002137504,0.1,1.4897498 +6805.7,6304.1475,0.6264002,1367.0411,1460000.0,1068.0,91250.0,,22784.0,0.0002135456,0.1,1.4633243 +6702.9,6316.0854,1.0993397,1367.4419,1470000.0,1075.0,91875.0,,22944.0,0.0002132896,0.1,1.4768181 +6700.0,6327.7046,0.76175517,1366.5743,1480000.0,1083.0,92500.0,,23104.0,0.0002130336,0.1,1.5250891 +6771.3,6338.694,1.2683917,1366.9725,1490000.0,1090.0,93125.0,,23264.0,0.0002127776,0.1,1.6631031 +6790.5,6349.79,0.9357213,1367.3656,1500000.0,1097.0,93750.0,,23424.0,0.0002125216,0.1,1.3297958 +6794.6,6360.2373,0.7966058,1366.5159,1510000.0,1105.0,94375.0,,23584.0,0.0002122656,0.1,1.3590391 +6822.2,6370.4287,0.7968792,1365.6783,1520000.0,1113.0,95000.0,,23744.0,0.0002120096,0.1,1.5684505 +6777.6,6379.678,0.7525771,1366.0714,1530000.0,1120.0,95625.0,,23904.0,0.0002117536,0.1,1.2858658 +6752.6,6388.102,0.61550206,1366.4596,1540000.0,1127.0,96250.0,,24032.0,0.0002115488,0.1,1.5952078 +6725.2,6395.4375,0.86249346,1366.843,1550000.0,1134.0,96875.0,,24192.0,0.0002112928,0.1,1.4456941 +6695.5,6402.0317,0.7463206,1367.2217,1560000.0,1141.0,97500.0,,24352.0,0.0002110368,0.1,1.5635686 +6733.0,6408.4863,0.34666425,1366.4055,1570000.0,1149.0,98125.0,,24512.0,0.0002107808,0.1,1.6449685 +6739.4,6415.4536,0.5375986,1366.782,1580000.0,1156.0,98750.0,,24672.0,0.0002105248,0.1,1.2266619 +6729.7,6422.004,0.8826709,1367.1539,1590000.0,1163.0,99375.0,,24832.0,0.0002102688,0.1,1.4687581 +6777.4,6429.2095,1.122786,1367.5214,1600000.0,1170.0,100000.0,,24992.0,0.0002100128,0.1,1.4695911 +6813.6,6436.6157,0.8641132,1367.8844,1610000.0,1177.0,100625.0,,25152.0,0.0002097568,0.1,1.2985647 +6822.1,6443.712,1.628414,1367.0886,1620000.0,1185.0,101250.0,,25312.0,0.0002095008,0.1,1.3538378 +6821.7,6451.5693,0.99475217,1368.5978,1630000.0,1191.0,101875.0,,25440.0,0.000209296,0.1,1.4183838 +6869.9,6459.3066,1.3097403,1368.9482,1640000.0,1198.0,102500.0,,25600.0,0.00020904,0.1,1.1494801 +6940.8,6468.119,0.9916421,1368.1592,1650000.0,1206.0,103125.0,,25760.0,0.000208784,0.1,1.1567302 +6976.2,6477.765,0.8733123,1368.5078,1660000.0,1213.0,103750.0,,25920.0,0.000208528,0.1,1.5178077 +7008.0,6487.207,0.64254147,1368.8524,1670000.0,1220.0,104375.0,,26080.0,0.000208272,0.1,1.5350558 +7075.5,6497.398,1.6155411,1369.1931,1680000.0,1227.0,105000.0,,26240.0,0.000208016,0.1,1.3546877 +7110.7,6508.234,0.9960442,1368.421,1690000.0,1235.0,105625.0,,26400.0,0.00020776,0.1,1.3121464 +7203.3,6521.0386,0.7255684,1368.76,1700000.0,1242.0,106250.0,,26560.0,0.000207504,0.1,1.7205307 +7169.0,6533.728,2.222349,1370.1923,1710000.0,1248.0,106875.0,,26688.0,0.0002072992,0.1,1.4685671 +7139.4,6545.5312,1.3453045,1370.518,1720000.0,1255.0,107500.0,,26848.0,0.0002070432,0.1,1.4850395 +7160.6,6557.045,1.2235509,1370.84,1730000.0,1262.0,108125.0,,27008.0,0.0002067872,0.1,1.2447183 +7115.1,6568.5063,1.3493735,1371.1584,1740000.0,1269.0,108750.0,,27168.0,0.0002065312,0.1,1.4788048 +7112.0,6579.8726,0.7077361,1370.3994,1750000.0,1277.0,109375.0,,27328.0,0.0002062752,0.1,1.2109733 +7108.8,6591.0938,0.76510173,1370.7166,1760000.0,1284.0,110000.0,,27488.0,0.0002060192,0.1,1.5925586 +7107.4,6602.025,1.2514228,1371.0302,1770000.0,1291.0,110625.0,,27648.0,0.0002057632,0.1,1.5093384 +7068.0,6612.295,0.6661113,1371.3406,1780000.0,1298.0,111250.0,,27808.0,0.0002055072,0.1,1.5484862 +7057.2,6621.8164,2.315444,1371.6475,1790000.0,1305.0,111875.0,,27968.0,0.0002052512,0.1,1.5868955 +7034.4,6630.3364,1.3134202,1372.9977,1800000.0,1311.0,112500.0,,28096.0,0.0002050464,0.1,1.0699093 +6981.8,6638.274,0.7114571,1372.2517,1810000.0,1319.0,113125.0,,28256.0,0.0002047904,0.1,1.3576558 +7000.0,6646.4624,0.7354754,1372.5491,1820000.0,1326.0,113750.0,,28416.0,0.0002045344,0.1,1.1999011 +7012.1,6654.928,0.81286365,1371.8141,1830000.0,1334.0,114375.0,,28576.0,0.0002042784,0.1,1.4112271 +6999.3,6662.7783,1.3731513,1371.0879,1840000.0,1342.0,115000.0,,28736.0,0.0002040224,0.1,1.5570353 +6990.9,6670.0566,0.5477587,1370.3704,1850000.0,1350.0,115625.0,,28896.0,0.0002037664,0.1,1.6871474 +6984.9,6676.978,0.72691375,1368.6534,1860000.0,1359.0,116250.0,,29056.0,0.0002035104,0.1,1.2553718 +6930.9,6683.9604,0.966584,1367.959,1870000.0,1367.0,116875.0,,29216.0,0.0002032544,0.1,1.6314907 +6931.3,6690.71,1.3613591,1368.2678,1880000.0,1374.0,117500.0,,29344.0,0.0002030496,0.1,1.5024784 +6939.5,6697.0557,1.7040466,1368.5735,1890000.0,1381.0,118125.0,,29504.0,0.0002027936,0.1,1.2836999 +6932.9,6703.3057,1.1387287,1367.8906,1900000.0,1389.0,118750.0,,29664.0,0.0002025376,0.1,1.4413611 +6934.5,6709.0845,0.91033447,1368.1948,1910000.0,1396.0,119375.0,,29824.0,0.0002022816,0.1,1.6584345 +6903.5,6714.294,0.9448119,1367.5214,1920000.0,1404.0,120000.0,,29984.0,0.0002020256,0.1,1.7787524 +6902.9,6719.7573,1.363934,1367.8242,1930000.0,1411.0,120625.0,,30144.0,0.0002017696,0.1,1.5050938 +6859.9,6725.0684,1.7731436,1367.1599,1940000.0,1419.0,121250.0,,30304.0,0.0002015136,0.1,1.5067128 +6794.6,6729.989,1.0130649,1367.4614,1950000.0,1426.0,121875.0,,30464.0,0.0002012576,0.1,1.7145424 +6745.1,6734.495,0.8918662,1367.7599,1960000.0,1433.0,122500.0,,30624.0,0.0002010016,0.1,1.5262144 +6679.5,6738.1113,1.1672634,1368.0555,1970000.0,1440.0,123125.0,,30752.0,0.0002007968,0.1,1.4126318 +6700.1,6742.6704,0.8865895,1367.4033,1980000.0,1448.0,123750.0,,30912.0,0.0002005408,0.1,1.0671719 +6718.9,6746.978,0.8071073,1367.6976,1990000.0,1455.0,124375.0,,31072.0,0.0002002848,0.1,1.2817326 +6674.8,6751.395,0.9323321,1367.054,2000000.0,1463.0,125000.0,,31232.0,0.0002000288,0.1,1.5073814 +6714.8,6755.7715,0.61175066,1367.3469,2010000.0,1470.0,125625.0,,31392.0,0.0001997728,0.1,1.3374217 +6781.1,6760.473,0.99876976,1367.6371,2020000.0,1477.0,126250.0,,31552.0,0.0001995168,0.1,1.3085682 +6843.3,6765.8887,0.722119,1367.0034,2030000.0,1485.0,126875.0,,31712.0,0.0001992608,0.1,1.4722607 +6757.2,6770.378,0.59927267,1367.2922,2040000.0,1492.0,127500.0,,31872.0,0.0001990048,0.1,1.5922896 +6757.7,6775.015,0.99674815,1367.5784,2050000.0,1499.0,128125.0,,32000.0,0.0001988,0.1,1.0908115 +6743.6,6779.5283,0.32957277,1366.9542,2060000.0,1507.0,128750.0,,32160.0,0.000198544,0.1,1.5196688 +6779.7,6783.925,0.9745914,1367.2391,2070000.0,1514.0,129375.0,,32320.0,0.000198288,0.1,1.3351113 +6811.2,6788.5796,0.8275436,1366.6229,2080000.0,1522.0,130000.0,,32480.0,0.000198032,0.1,1.670378 +6853.3,6793.413,0.9689107,1366.9065,2090000.0,1529.0,130625.0,,32640.0,0.000197776,0.1,1.5722558 +6790.4,6796.9727,1.3291495,1367.1875,2100000.0,1536.0,131250.0,,32800.0,0.00019752,0.1,1.7391652 +6789.2,6800.2056,1.7656293,1367.466,2110000.0,1543.0,131875.0,,32960.0,0.000197264,0.1,1.4522367 +6790.8,6802.926,1.1089456,1367.742,2120000.0,1550.0,132500.0,,33120.0,0.000197008,0.1,1.3505352 +6816.6,6805.904,1.3812268,1368.0154,2130000.0,1557.0,133125.0,,33280.0,0.000196752,0.1,1.5562009 +6894.2,6808.555,1.1537201,1369.1619,2140000.0,1563.0,133750.0,,33408.0,0.0001965472,0.1,1.2480165 +6800.6,6810.0854,0.57050455,1369.4268,2150000.0,1570.0,134375.0,,33568.0,0.0001962912,0.1,1.7992208 +6688.5,6810.304,0.64735585,1369.6893,2160000.0,1577.0,135000.0,,33728.0,0.0001960352,0.1,1.4681201 +6664.2,6809.614,0.8406351,1369.9495,2170000.0,1584.0,135625.0,,33888.0,0.0001957792,0.1,1.5437067 +6778.8,6810.3735,1.8284323,1370.2074,2180000.0,1591.0,136250.0,,34048.0,0.0001955232,0.1,1.5660001 +6791.3,6811.0527,0.74561447,1369.606,2190000.0,1599.0,136875.0,,34208.0,0.0001952672,0.1,1.5752525 +6820.9,6811.871,0.31454605,1369.0106,2200000.0,1607.0,137500.0,,34368.0,0.0001950112,0.1,1.2717503 +6855.8,6812.411,0.9858343,1370.1178,2210000.0,1613.0,138125.0,,34528.0,0.0001947552,0.1,1.3564302 +6868.8,6813.062,0.9259322,1370.3704,2220000.0,1620.0,138750.0,,34656.0,0.0001945504,0.1,1.3039049 +6900.4,6814.022,1.5314213,1370.6207,2230000.0,1627.0,139375.0,,34816.0,0.0001942944,0.1,1.4365232 +6970.2,6815.5933,0.77564174,1370.869,2240000.0,1634.0,140000.0,,34976.0,0.0001940384,0.1,1.2305406 +7058.4,6818.5894,1.8244134,1371.1152,2250000.0,1641.0,140625.0,,35136.0,0.0001937824,0.1,1.4325869 +7047.8,6821.8955,0.94400465,1371.3593,2260000.0,1648.0,141250.0,,35296.0,0.0001935264,0.1,1.4766661 +7006.9,6824.7314,1.5135876,1371.6012,2270000.0,1655.0,141875.0,,35456.0,0.0001932704,0.1,1.4259775 +7006.7,6828.1006,0.7746842,1371.0162,2280000.0,1663.0,142500.0,,35616.0,0.0001930144,0.1,1.3074446 +7041.1,6831.692,0.5733594,1371.2574,2290000.0,1670.0,143125.0,,35776.0,0.0001927584,0.1,1.2932291 +7138.9,6837.256,0.5605084,1371.4967,2300000.0,1677.0,143750.0,,35936.0,0.0001925024,0.1,1.5434891 +7098.1,6842.745,1.9567673,1372.5491,2310000.0,1683.0,144375.0,,36064.0,0.0001922976,0.1,1.6256925 +6982.6,6847.0405,1.9071702,1372.781,2320000.0,1690.0,145000.0,,36224.0,0.0001920416,0.1,1.4051989 +6889.8,6850.0205,0.87607306,1373.0112,2330000.0,1697.0,145625.0,,36384.0,0.0001917856,0.1,1.286367 +6771.6,6851.939,0.787203,1372.434,2340000.0,1705.0,146250.0,,36544.0,0.0001915296,0.1,1.6326785 +6678.8,6853.544,1.1933181,1372.6636,2350000.0,1712.0,146875.0,,36704.0,0.0001912736,0.1,1.3623121 +6544.1,6854.2173,0.9859614,1372.8912,2360000.0,1719.0,147500.0,,36864.0,0.0001910176,0.1,1.5905273 +6369.5,6853.4243,1.3732424,1373.1171,2370000.0,1726.0,148125.0,,37024.0,0.0001907616,0.1,1.8483871 +6245.1,6851.464,1.2642598,1372.5491,2380000.0,1734.0,148750.0,,37184.0,0.0001905056,0.1,1.5344831 +6129.1,6847.8423,1.2681215,1373.5632,2390000.0,1740.0,149375.0,,37312.0,0.0001903008,0.1,1.6779068 +6068.7,6842.768,1.0734445,1373.7836,2400000.0,1747.0,150000.0,,37472.0,0.0001900448,0.1,1.3658607 +6030.8,6837.2363,1.9213665,1374.0023,2410000.0,1754.0,150625.0,,37632.0,0.0001897888,0.1,1.6373582 +5990.3,6830.7305,1.6458462,1374.2192,2420000.0,1761.0,151250.0,,37792.0,0.0001895328,0.1,1.3956457 +5985.2,6824.524,0.95493746,1374.4344,2430000.0,1768.0,151875.0,,37952.0,0.0001892768,0.1,1.5908676 +6036.1,6817.9204,0.8130312,1373.1007,2440000.0,1777.0,152500.0,,38112.0,0.0001890208,0.1,1.4352193 +6189.7,6812.2056,0.49626854,1372.5491,2450000.0,1785.0,153125.0,,38272.0,0.0001887648,0.1,1.5665046 +6169.7,6805.8457,1.3890709,1372.7678,2460000.0,1792.0,153750.0,,38432.0,0.0001885088,0.1,1.4962687 +6210.6,6800.9233,0.8533524,1372.985,2470000.0,1799.0,154375.0,,38592.0,0.0001882528,0.1,1.8095278 +6350.1,6797.4243,0.726797,1372.4406,2480000.0,1807.0,155000.0,,38720.0,0.000188048,0.1,1.5496955 +6417.2,6793.8833,1.0049812,1371.9009,2490000.0,1815.0,155625.0,,38880.0,0.000187792,0.1,1.6457713 +6488.0,6790.858,0.67375547,1372.1185,2500000.0,1822.0,156250.0,,39040.0,0.000187536,0.1,1.4284989 +6601.0,6788.922,0.49787354,1371.5847,2510000.0,1830.0,156875.0,,39200.0,0.00018728,0.1,1.5809505 +6727.9,6787.9785,0.88160014,1371.8019,2520000.0,1837.0,157500.0,,39360.0,0.000187024,0.1,1.4212608 +6741.5,6787.6177,0.79072183,1371.2737,2530000.0,1845.0,158125.0,,39520.0,0.000186768,0.1,1.5183065 +6873.7,6788.8286,1.8856399,1371.4902,2540000.0,1852.0,158750.0,,39680.0,0.000186512,0.1,1.5715727 +6880.7,6790.3833,0.8070303,1371.7052,2550000.0,1859.0,159375.0,,39840.0,0.000186256,0.1,1.4061725 +6943.3,6792.862,1.1006441,1371.1837,2560000.0,1867.0,160000.0,,40000.0,0.000186,0.1,1.7887461 +6941.8,6794.95,1.5329199,1372.1302,2570000.0,1873.0,160625.0,,40128.0,0.0001857952,0.1,1.2783056 +6879.5,6796.351,0.8327778,1372.3405,2580000.0,1880.0,161250.0,,40288.0,0.0001855392,0.1,1.2251055 +6836.9,6797.4224,1.998699,1372.5491,2590000.0,1887.0,161875.0,,40448.0,0.0001852832,0.1,1.1061218 +6845.8,6798.1074,0.9587863,1372.7561,2600000.0,1894.0,162500.0,,40608.0,0.0001850272,0.1,1.4490955 +6869.6,6798.667,2.2455292,1372.9615,2610000.0,1901.0,163125.0,,40768.0,0.0001847712,0.1,1.369353 +6832.5,6798.7715,0.64924425,1373.1656,2620000.0,1908.0,163750.0,,40928.0,0.0001845152,0.1,1.433656 +6804.6,6798.6006,0.70102286,1373.3682,2630000.0,1915.0,164375.0,,41088.0,0.0001842592,0.1,1.2349374 +6777.3,6797.675,1.3317249,1373.5692,2640000.0,1922.0,165000.0,,41248.0,0.0001840032,0.1,1.3721879 +6820.2,6796.4683,0.74363184,1373.7688,2650000.0,1929.0,165625.0,,41376.0,0.0001837984,0.1,1.3999376 +6715.3,6793.8594,0.68938786,1373.9669,2660000.0,1936.0,166250.0,,41536.0,0.0001835424,0.1,1.5028961 +6728.3,6791.0625,0.9727476,1374.1637,2670000.0,1943.0,166875.0,,41696.0,0.0001832864,0.1,1.5920699 +6789.8,6788.205,1.0522884,1374.359,2680000.0,1950.0,167500.0,,41856.0,0.0001830304,0.1,1.6402328 +6818.4,6785.2817,1.0594367,1374.5529,2690000.0,1957.0,168125.0,,42016.0,0.0001827744,0.1,1.5445213 +6880.3,6782.052,1.7118162,1374.7454,2700000.0,1964.0,168750.0,,42176.0,0.0001825184,0.1,1.7182877 +6847.9,6778.841,0.84615785,1374.2394,2710000.0,1972.0,169375.0,,42336.0,0.0001822624,0.1,1.3429229 +6867.0,6776.1167,0.60537493,1374.4315,2720000.0,1979.0,170000.0,,42496.0,0.0001820064,0.1,1.8254447 +6882.2,6773.3325,1.8539461,1373.9305,2730000.0,1987.0,170625.0,,42656.0,0.0001817504,0.1,1.3437667 +6906.7,6771.2485,0.48293915,1374.1223,2740000.0,1994.0,171250.0,,42784.0,0.0001815456,0.1,1.7984247 +6933.7,6769.466,1.40695,1374.3129,2750000.0,2001.0,171875.0,,42944.0,0.0001812896,0.1,1.571671 +6893.0,6767.3076,2.5724034,1374.502,2760000.0,2008.0,172500.0,,43104.0,0.0001810336,0.1,1.4367266 +6948.4,6765.7173,1.4974033,1374.6898,2770000.0,2015.0,173125.0,,43264.0,0.0001807776,0.1,1.5675155 +6944.1,6764.4785,1.6501892,1374.1968,2780000.0,2023.0,173750.0,,43424.0,0.0001805216,0.1,1.3108144 +6954.8,6763.4556,1.463959,1373.7075,2790000.0,2031.0,174375.0,,43584.0,0.0001802656,0.1,1.3799396 +6972.8,6762.8394,0.56042945,1373.896,2800000.0,2038.0,175000.0,,43744.0,0.0001800096,0.1,1.4162891 +6979.5,6762.8164,0.69969857,1374.0831,2810000.0,2045.0,175625.0,,43904.0,0.0001797536,0.1,1.5707917 +7023.0,6763.0464,1.0918157,1374.269,2820000.0,2052.0,176250.0,,44032.0,0.0001795488,0.1,1.3937659 +6990.9,6762.8345,0.5567709,1374.4536,2830000.0,2059.0,176875.0,,44192.0,0.0001792928,0.1,1.8097672 +6919.4,6762.035,1.0372984,1374.637,2840000.0,2066.0,177500.0,,44352.0,0.0001790368,0.1,1.4800713 +6971.3,6761.838,0.80095637,1374.1562,2850000.0,2074.0,178125.0,,44512.0,0.0001787808,0.1,1.7200487 +6971.1,6761.7007,1.3537812,1373.6792,2860000.0,2082.0,178750.0,,44672.0,0.0001785248,0.1,1.3412374 +6915.8,6761.55,0.9423065,1373.863,2870000.0,2089.0,179375.0,,44832.0,0.0001782688,0.1,1.3944478 +6866.3,6760.9004,0.9620371,1374.0458,2880000.0,2096.0,180000.0,,44992.0,0.0001780128,0.1,1.4143765 +6799.5,6759.5,1.0245959,1374.2273,2890000.0,2103.0,180625.0,,45152.0,0.0001777568,0.1,1.5495961 +6836.7,6758.538,0.78641915,1374.4076,2900000.0,2110.0,181250.0,,45312.0,0.0001775008,0.1,1.6536175 +6817.8,6757.3706,1.3188083,1374.5867,2910000.0,2117.0,181875.0,,45440.0,0.000177296,0.1,1.5456474 +6803.7,6756.373,1.2139469,1374.7646,2920000.0,2124.0,182500.0,,45600.0,0.00017704,0.1,1.5565763 +6799.3,6755.3374,1.0047755,1374.9413,2930000.0,2131.0,183125.0,,45760.0,0.000176784,0.1,1.4869509 +6812.1,6754.8594,0.9468675,1375.117,2940000.0,2138.0,183750.0,,45920.0,0.000176528,0.1,1.535219 +6753.2,6754.445,1.4852911,1374.6505,2950000.0,2146.0,184375.0,,46080.0,0.000176272,0.1,1.5383222 +6768.4,6754.678,2.2131996,1374.8258,2960000.0,2153.0,185000.0,,46240.0,0.000176016,0.1,1.7489603 +6760.9,6755.4917,0.5715247,1375.0,2970000.0,2160.0,185625.0,,46400.0,0.00017576,0.1,1.6571884 +6755.8,6756.049,0.609228,1374.5387,2980000.0,2168.0,186250.0,,46560.0,0.000175504,0.1,1.7870162 +6765.2,6756.511,0.9561262,1374.7126,2990000.0,2175.0,186875.0,,46688.0,0.0001752992,0.1,1.6752882 +6765.6,6757.42,1.0069591,1374.8854,3000000.0,2182.0,187500.0,,46848.0,0.0001750432,0.1,1.6923888 +6707.7,6757.3496,0.946449,1375.0571,3010000.0,2189.0,188125.0,,47008.0,0.0001747872,0.1,1.722647 +6749.9,6757.036,0.49706116,1374.6017,3020000.0,2197.0,188750.0,,47168.0,0.0001745312,0.1,1.5962105 +6829.9,6756.9023,1.1088544,1374.7732,3030000.0,2204.0,189375.0,,47328.0,0.0001742752,0.1,1.6521596 +6744.8,6756.779,1.2487319,1374.9435,3040000.0,2211.0,190000.0,,47488.0,0.0001740192,0.1,1.5890039 +6726.6,6756.4683,0.9278157,1374.493,3050000.0,2219.0,190625.0,,47648.0,0.0001737632,0.1,1.6286452 +6724.4,6756.2754,1.0838228,1374.6631,3060000.0,2226.0,191250.0,,47808.0,0.0001735072,0.1,1.6646938 +6782.4,6756.303,0.9795159,1374.832,3070000.0,2233.0,191875.0,,47968.0,0.0001732512,0.1,1.5415964 +6786.7,6756.0576,0.63214576,1375.0,3080000.0,2240.0,192500.0,,48096.0,0.0001730464,0.1,1.4468721 +6752.7,6755.0513,1.5725743,1375.1669,3090000.0,2247.0,193125.0,,48256.0,0.0001727904,0.1,1.5123001 +6810.4,6755.2515,0.57647556,1374.7228,3100000.0,2255.0,193750.0,,48416.0,0.0001725344,0.1,1.5850906 +6784.4,6755.203,1.8720534,1374.8895,3110000.0,2262.0,194375.0,,48576.0,0.0001722784,0.1,1.4286706 +6730.0,6754.5957,0.6888735,1375.055,3120000.0,2269.0,195000.0,,48736.0,0.0001720224,0.1,1.7472427 +6783.3,6754.2627,1.1975825,1375.2197,3130000.0,2276.0,195625.0,,48896.0,0.0001717664,0.1,1.6236682 +6791.7,6753.2373,0.7231825,1374.7811,3140000.0,2284.0,196250.0,,49056.0,0.0001715104,0.1,1.8161507 +6810.6,6753.338,0.693333,1374.9454,3150000.0,2291.0,196875.0,,49216.0,0.0001712544,0.1,1.7391167 +6855.2,6755.006,1.4995123,1375.1088,3160000.0,2298.0,197500.0,,49344.0,0.0001710496,0.1,1.8820422 +6897.5,6757.3374,0.4018235,1375.2711,3170000.0,2305.0,198125.0,,49504.0,0.0001707936,0.1,1.6819116 +6979.1,6759.3413,1.0015211,1375.4325,3180000.0,2312.0,198750.0,,49664.0,0.0001705376,0.1,1.5812441 +7025.7,6761.685,2.0802643,1375.0,3190000.0,2320.0,199375.0,,49824.0,0.0001702816,0.1,1.7082745 +7081.2,6764.288,1.1908581,1375.1611,3200000.0,2327.0,200000.0,,49984.0,0.0001700256,0.1,1.4683356 +7079.3,6766.523,1.0619678,1374.7323,3210000.0,2335.0,200625.0,,50144.0,0.0001697696,0.1,1.3983403 +7041.8,6768.253,1.5654938,1374.8933,3220000.0,2342.0,201250.0,,50304.0,0.0001695136,0.1,1.5035672 +7035.9,6769.608,1.2225734,1374.4681,3230000.0,2350.0,201875.0,,50464.0,0.0001692576,0.1,1.3658738 +7033.6,6770.2427,1.021411,1374.6288,3240000.0,2357.0,202500.0,,50624.0,0.0001690016,0.1,1.5105151 +7071.7,6770.375,1.5552107,1374.7885,3250000.0,2364.0,203125.0,,50752.0,0.0001687968,0.1,1.5218153 +7174.2,6771.6387,0.8444547,1374.3677,3260000.0,2372.0,203750.0,,50912.0,0.0001685408,0.1,1.6466973 +7190.7,6773.477,1.2449898,1374.5271,3270000.0,2379.0,204375.0,,51072.0,0.0001682848,0.1,1.8331791 +7176.5,6775.175,1.5682968,1374.6857,3280000.0,2386.0,205000.0,,51232.0,0.0001680288,0.1,1.7641118 +7309.5,6777.859,0.57845145,1374.8433,3290000.0,2393.0,205625.0,,51392.0,0.0001677728,0.1,1.8450258 +7321.9,6779.689,0.5648913,1375.0,3300000.0,2400.0,206250.0,,51552.0,0.0001675168,0.1,1.6376163 +7303.3,6781.741,1.2539499,1375.1558,3310000.0,2407.0,206875.0,,51712.0,0.0001672608,0.1,1.7719176 +7243.1,6784.346,0.91129476,1375.3107,3320000.0,2414.0,207500.0,,51872.0,0.0001670048,0.1,1.6484133 +7108.2,6786.53,0.8903706,1375.4647,3330000.0,2421.0,208125.0,,52000.0,0.0001668,0.1,1.6657516 +7052.2,6789.3364,1.8173141,1375.6178,3340000.0,2428.0,208750.0,,52160.0,0.000166544,0.1,1.3991942 +7002.2,6792.571,1.4832623,1375.77,3350000.0,2435.0,209375.0,,52320.0,0.000166288,0.1,1.6563224 +6977.3,6796.902,0.5421818,1375.9214,3360000.0,2442.0,210000.0,,52480.0,0.000166032,0.1,1.6505806 +7004.1,6803.248,0.8237955,1376.0719,3370000.0,2449.0,210625.0,,52640.0,0.000165776,0.1,1.6758996 +7035.4,6811.1514,0.5680886,1376.2216,3380000.0,2456.0,211250.0,,52800.0,0.00016552,0.1,1.8250763 +7026.7,6820.1274,1.5492563,1376.3702,3390000.0,2463.0,211875.0,,52960.0,0.000165264,0.1,1.4379187 +7005.5,6829.495,0.7262762,1375.9612,3400000.0,2471.0,212500.0,,53120.0,0.000165008,0.1,1.7479104 +7027.2,6839.459,0.9130314,1376.1097,3410000.0,2478.0,213125.0,,53280.0,0.000164752,0.1,1.3566113 +6859.5,6848.1514,0.4041728,1376.2576,3420000.0,2485.0,213750.0,,53408.0,0.0001645472,0.1,1.7503264 +6823.5,6856.534,1.2129372,1375.8524,3430000.0,2493.0,214375.0,,53568.0,0.0001642912,0.1,1.5908651 +6805.2,6864.225,0.6232421,1375.4498,3440000.0,2501.0,215000.0,,53728.0,0.0001640352,0.1,1.8064256 +6809.3,6870.4214,1.7370414,1375.5981,3450000.0,2508.0,215625.0,,53888.0,0.0001637792,0.1,1.5072255 +6885.3,6877.5776,1.2550496,1375.7455,3460000.0,2515.0,216250.0,,54048.0,0.0001635232,0.1,1.417477 +7000.2,6885.473,1.4178737,1375.3468,3470000.0,2523.0,216875.0,,54208.0,0.0001632672,0.1,1.3851796 diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s0_session_metrics_scalar_train.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s0_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..6469ad52b468b364f114338366a9f444961102fd --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s0_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 6885.47314453125, + "strength": 4601.2451171875, + "max_strength": 5663.2998046875, + "final_strength": 5341.60009765625, + "sample_efficiency": 8.010014198589488e-07, + "training_efficiency": 5.011148823541589e-05, + "stability": 0.9965205788612366 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s0_session_metrics_train.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s0_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..3cfee165cd6468803ae39edfd5c530b113bc36c7 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s0_session_metrics_train.json @@ -0,0 +1,2455 @@ +{ + "scalar": { + "total_reward_ma": 6885.47314453125, + "strength": 4601.2451171875, + "max_strength": 5663.2998046875, + "final_strength": 5341.60009765625, + "sample_efficiency": 8.010014198589488e-07, + "training_efficiency": 5.011148823541589e-05, + "stability": 0.9965205788612366 + }, + "local": { + "mean_returns": [ + 56.0, + 1934.0, + 2530.625, + 2545.0, + 2792.1875, + 2766.052734375, + 2903.77783203125, + 2961.45458984375, + 3048.64404296875, + 3082.676025390625, + 3094.605224609375, + 3102.11767578125, + 3120.111083984375, + 3144.300048828125, + 3155.39990234375, + 3192.800048828125, + 3314.800048828125, + 3272.0, + 3305.800048828125, + 3293.0, + 3307.89990234375, + 3296.699951171875, + 3303.60009765625, + 3358.0, + 3428.5, + 3534.5, + 3602.800048828125, + 3702.800048828125, + 3849.5, + 3852.89990234375, + 3947.60009765625, + 3988.89990234375, + 4142.7998046875, + 4188.7001953125, + 4316.7998046875, + 4388.7998046875, + 4609.7998046875, + 4678.0, + 4728.5, + 4806.89990234375, + 4824.0, + 4993.10009765625, + 5019.0, + 5168.7001953125, + 5275.7998046875, + 5479.2001953125, + 5509.0, + 5538.10009765625, + 5672.39990234375, + 5680.89990234375, + 5749.89990234375, + 5803.0, + 5852.7001953125, + 5910.2998046875, + 5991.60009765625, + 6036.10009765625, + 6087.5, + 6042.60009765625, + 6074.7001953125, + 6056.7998046875, + 6073.0, + 6112.60009765625, + 6035.89990234375, + 6096.10009765625, + 6059.60009765625, + 6011.60009765625, + 6063.7998046875, + 6056.39990234375, + 6027.10009765625, + 5922.7998046875, + 5900.10009765625, + 5959.10009765625, + 6009.2001953125, + 5969.0, + 5975.39990234375, + 5986.7001953125, + 6014.2001953125, + 6041.0, + 6105.10009765625, + 6182.2998046875, + 6188.10009765625, + 6181.10009765625, + 6165.60009765625, + 6214.2998046875, + 6263.0, + 6292.7998046875, + 6232.60009765625, + 6256.2998046875, + 6305.0, + 6307.89990234375, + 6356.60009765625, + 6382.60009765625, + 6356.5, + 6328.7998046875, + 6302.60009765625, + 6294.5, + 6317.89990234375, + 6244.2001953125, + 6288.10009765625, + 6233.10009765625, + 6277.2001953125, + 6310.89990234375, + 6301.7998046875, + 6308.2001953125, + 6294.0, + 6292.2998046875, + 6340.0, + 6345.7001953125, + 6370.0, + 6434.39990234375, + 6465.89990234375, + 6518.7998046875, + 6518.7998046875, + 6629.10009765625, + 6647.60009765625, + 6666.60009765625, + 6733.2001953125, + 6702.89990234375, + 6723.39990234375, + 6739.0, + 6801.7998046875, + 6803.7001953125, + 6804.39990234375, + 6813.10009765625, + 6758.7001953125, + 6717.2001953125, + 6723.2998046875, + 6669.7998046875, + 6682.0, + 6582.5, + 6549.2001953125, + 6553.10009765625, + 6591.7998046875, + 6579.7998046875, + 6518.2998046875, + 6476.7001953125, + 6448.7998046875, + 6441.2001953125, + 6491.2001953125, + 6576.10009765625, + 6584.0, + 6640.89990234375, + 6605.7998046875, + 6696.5, + 6761.10009765625, + 6805.7001953125, + 6702.89990234375, + 6700.0, + 6771.2998046875, + 6790.5, + 6794.60009765625, + 6822.2001953125, + 6777.60009765625, + 6752.60009765625, + 6725.2001953125, + 6695.5, + 6733.0, + 6739.39990234375, + 6729.7001953125, + 6777.39990234375, + 6813.60009765625, + 6822.10009765625, + 6821.7001953125, + 6869.89990234375, + 6940.7998046875, + 6976.2001953125, + 7008.0, + 7075.5, + 7110.7001953125, + 7203.2998046875, + 7169.0, + 7139.39990234375, + 7160.60009765625, + 7115.10009765625, + 7112.0, + 7108.7998046875, + 7107.39990234375, + 7068.0, + 7057.2001953125, + 7034.39990234375, + 6981.7998046875, + 7000.0, + 7012.10009765625, + 6999.2998046875, + 6990.89990234375, + 6984.89990234375, + 6930.89990234375, + 6931.2998046875, + 6939.5, + 6932.89990234375, + 6934.5, + 6903.5, + 6902.89990234375, + 6859.89990234375, + 6794.60009765625, + 6745.10009765625, + 6679.5, + 6700.10009765625, + 6718.89990234375, + 6674.7998046875, + 6714.7998046875, + 6781.10009765625, + 6843.2998046875, + 6757.2001953125, + 6757.7001953125, + 6743.60009765625, + 6779.7001953125, + 6811.2001953125, + 6853.2998046875, + 6790.39990234375, + 6789.2001953125, + 6790.7998046875, + 6816.60009765625, + 6894.2001953125, + 6800.60009765625, + 6688.5, + 6664.2001953125, + 6778.7998046875, + 6791.2998046875, + 6820.89990234375, + 6855.7998046875, + 6868.7998046875, + 6900.39990234375, + 6970.2001953125, + 7058.39990234375, + 7047.7998046875, + 7006.89990234375, + 7006.7001953125, + 7041.10009765625, + 7138.89990234375, + 7098.10009765625, + 6982.60009765625, + 6889.7998046875, + 6771.60009765625, + 6678.7998046875, + 6544.10009765625, + 6369.5, + 6245.10009765625, + 6129.10009765625, + 6068.7001953125, + 6030.7998046875, + 5990.2998046875, + 5985.2001953125, + 6036.10009765625, + 6189.7001953125, + 6169.7001953125, + 6210.60009765625, + 6350.10009765625, + 6417.2001953125, + 6488.0, + 6601.0, + 6727.89990234375, + 6741.5, + 6873.7001953125, + 6880.7001953125, + 6943.2998046875, + 6941.7998046875, + 6879.5, + 6836.89990234375, + 6845.7998046875, + 6869.60009765625, + 6832.5, + 6804.60009765625, + 6777.2998046875, + 6820.2001953125, + 6715.2998046875, + 6728.2998046875, + 6789.7998046875, + 6818.39990234375, + 6880.2998046875, + 6847.89990234375, + 6867.0, + 6882.2001953125, + 6906.7001953125, + 6933.7001953125, + 6893.0, + 6948.39990234375, + 6944.10009765625, + 6954.7998046875, + 6972.7998046875, + 6979.5, + 7023.0, + 6990.89990234375, + 6919.39990234375, + 6971.2998046875, + 6971.10009765625, + 6915.7998046875, + 6866.2998046875, + 6799.5, + 6836.7001953125, + 6817.7998046875, + 6803.7001953125, + 6799.2998046875, + 6812.10009765625, + 6753.2001953125, + 6768.39990234375, + 6760.89990234375, + 6755.7998046875, + 6765.2001953125, + 6765.60009765625, + 6707.7001953125, + 6749.89990234375, + 6829.89990234375, + 6744.7998046875, + 6726.60009765625, + 6724.39990234375, + 6782.39990234375, + 6786.7001953125, + 6752.7001953125, + 6810.39990234375, + 6784.39990234375, + 6730.0, + 6783.2998046875, + 6791.7001953125, + 6810.60009765625, + 6855.2001953125, + 6897.5, + 6979.10009765625, + 7025.7001953125, + 7081.2001953125, + 7079.2998046875, + 7041.7998046875, + 7035.89990234375, + 7033.60009765625, + 7071.7001953125, + 7174.2001953125, + 7190.7001953125, + 7176.5, + 7309.5, + 7321.89990234375, + 7303.2998046875, + 7243.10009765625, + 7108.2001953125, + 7052.2001953125, + 7002.2001953125, + 6977.2998046875, + 7004.10009765625, + 7035.39990234375, + 7026.7001953125, + 7005.5, + 7027.2001953125, + 6859.5, + 6823.5, + 6805.2001953125, + 6809.2998046875, + 6885.2998046875, + 7000.2001953125 + ], + "strengths": [ + -1602.5999755859375, + 275.4000244140625, + 872.0250244140625, + 886.4000244140625, + 1133.5875244140625, + 1107.4527587890625, + 1245.1778564453125, + 1302.8546142578125, + 1390.0440673828125, + 1424.0760498046875, + 1436.0052490234375, + 1443.5177001953125, + 1461.5111083984375, + 1485.7000732421875, + 1496.7999267578125, + 1534.2000732421875, + 1656.2000732421875, + 1613.4000244140625, + 1647.2000732421875, + 1634.4000244140625, + 1649.2999267578125, + 1638.0999755859375, + 1645.0001220703125, + 1699.4000244140625, + 1769.9000244140625, + 1875.9000244140625, + 1944.2000732421875, + 2044.2000732421875, + 2190.89990234375, + 2194.2998046875, + 2289.0, + 2330.2998046875, + 2484.19970703125, + 2530.10009765625, + 2658.19970703125, + 2730.19970703125, + 2951.19970703125, + 3019.39990234375, + 3069.89990234375, + 3148.2998046875, + 3165.39990234375, + 3334.5, + 3360.39990234375, + 3510.10009765625, + 3617.19970703125, + 3820.60009765625, + 3850.39990234375, + 3879.5, + 4013.7998046875, + 4022.2998046875, + 4091.2998046875, + 4144.39990234375, + 4194.10009765625, + 4251.69970703125, + 4333.0, + 4377.5, + 4428.89990234375, + 4384.0, + 4416.10009765625, + 4398.19970703125, + 4414.39990234375, + 4454.0, + 4377.2998046875, + 4437.5, + 4401.0, + 4353.0, + 4405.19970703125, + 4397.7998046875, + 4368.5, + 4264.19970703125, + 4241.5, + 4300.5, + 4350.60009765625, + 4310.39990234375, + 4316.7998046875, + 4328.10009765625, + 4355.60009765625, + 4382.39990234375, + 4446.5, + 4523.69970703125, + 4529.5, + 4522.5, + 4507.0, + 4555.69970703125, + 4604.39990234375, + 4634.19970703125, + 4574.0, + 4597.69970703125, + 4646.39990234375, + 4649.2998046875, + 4698.0, + 4724.0, + 4697.89990234375, + 4670.19970703125, + 4644.0, + 4635.89990234375, + 4659.2998046875, + 4585.60009765625, + 4629.5, + 4574.5, + 4618.60009765625, + 4652.2998046875, + 4643.19970703125, + 4649.60009765625, + 4635.39990234375, + 4633.69970703125, + 4681.39990234375, + 4687.10009765625, + 4711.39990234375, + 4775.7998046875, + 4807.2998046875, + 4860.19970703125, + 4860.19970703125, + 4970.5, + 4989.0, + 5008.0, + 5074.60009765625, + 5044.2998046875, + 5064.7998046875, + 5080.39990234375, + 5143.19970703125, + 5145.10009765625, + 5145.7998046875, + 5154.5, + 5100.10009765625, + 5058.60009765625, + 5064.69970703125, + 5011.19970703125, + 5023.39990234375, + 4923.89990234375, + 4890.60009765625, + 4894.5, + 4933.19970703125, + 4921.19970703125, + 4859.69970703125, + 4818.10009765625, + 4790.19970703125, + 4782.60009765625, + 4832.60009765625, + 4917.5, + 4925.39990234375, + 4982.2998046875, + 4947.19970703125, + 5037.89990234375, + 5102.5, + 5147.10009765625, + 5044.2998046875, + 5041.39990234375, + 5112.69970703125, + 5131.89990234375, + 5136.0, + 5163.60009765625, + 5119.0, + 5094.0, + 5066.60009765625, + 5036.89990234375, + 5074.39990234375, + 5080.7998046875, + 5071.10009765625, + 5118.7998046875, + 5155.0, + 5163.5, + 5163.10009765625, + 5211.2998046875, + 5282.19970703125, + 5317.60009765625, + 5349.39990234375, + 5416.89990234375, + 5452.10009765625, + 5544.69970703125, + 5510.39990234375, + 5480.7998046875, + 5502.0, + 5456.5, + 5453.39990234375, + 5450.19970703125, + 5448.7998046875, + 5409.39990234375, + 5398.60009765625, + 5375.7998046875, + 5323.19970703125, + 5341.39990234375, + 5353.5, + 5340.69970703125, + 5332.2998046875, + 5326.2998046875, + 5272.2998046875, + 5272.69970703125, + 5280.89990234375, + 5274.2998046875, + 5275.89990234375, + 5244.89990234375, + 5244.2998046875, + 5201.2998046875, + 5136.0, + 5086.5, + 5020.89990234375, + 5041.5, + 5060.2998046875, + 5016.19970703125, + 5056.19970703125, + 5122.5, + 5184.69970703125, + 5098.60009765625, + 5099.10009765625, + 5085.0, + 5121.10009765625, + 5152.60009765625, + 5194.69970703125, + 5131.7998046875, + 5130.60009765625, + 5132.19970703125, + 5158.0, + 5235.60009765625, + 5142.0, + 5029.89990234375, + 5005.60009765625, + 5120.19970703125, + 5132.69970703125, + 5162.2998046875, + 5197.19970703125, + 5210.19970703125, + 5241.7998046875, + 5311.60009765625, + 5399.7998046875, + 5389.19970703125, + 5348.2998046875, + 5348.10009765625, + 5382.5, + 5480.2998046875, + 5439.5, + 5324.0, + 5231.19970703125, + 5113.0, + 5020.19970703125, + 4885.5, + 4710.89990234375, + 4586.5, + 4470.5, + 4410.10009765625, + 4372.19970703125, + 4331.69970703125, + 4326.60009765625, + 4377.5, + 4531.10009765625, + 4511.10009765625, + 4552.0, + 4691.5, + 4758.60009765625, + 4829.39990234375, + 4942.39990234375, + 5069.2998046875, + 5082.89990234375, + 5215.10009765625, + 5222.10009765625, + 5284.69970703125, + 5283.19970703125, + 5220.89990234375, + 5178.2998046875, + 5187.19970703125, + 5211.0, + 5173.89990234375, + 5146.0, + 5118.69970703125, + 5161.60009765625, + 5056.69970703125, + 5069.69970703125, + 5131.19970703125, + 5159.7998046875, + 5221.69970703125, + 5189.2998046875, + 5208.39990234375, + 5223.60009765625, + 5248.10009765625, + 5275.10009765625, + 5234.39990234375, + 5289.7998046875, + 5285.5, + 5296.19970703125, + 5314.19970703125, + 5320.89990234375, + 5364.39990234375, + 5332.2998046875, + 5260.7998046875, + 5312.69970703125, + 5312.5, + 5257.19970703125, + 5207.69970703125, + 5140.89990234375, + 5178.10009765625, + 5159.19970703125, + 5145.10009765625, + 5140.69970703125, + 5153.5, + 5094.60009765625, + 5109.7998046875, + 5102.2998046875, + 5097.19970703125, + 5106.60009765625, + 5107.0, + 5049.10009765625, + 5091.2998046875, + 5171.2998046875, + 5086.19970703125, + 5068.0, + 5065.7998046875, + 5123.7998046875, + 5128.10009765625, + 5094.10009765625, + 5151.7998046875, + 5125.7998046875, + 5071.39990234375, + 5124.69970703125, + 5133.10009765625, + 5152.0, + 5196.60009765625, + 5238.89990234375, + 5320.5, + 5367.10009765625, + 5422.60009765625, + 5420.69970703125, + 5383.19970703125, + 5377.2998046875, + 5375.0, + 5413.10009765625, + 5515.60009765625, + 5532.10009765625, + 5517.89990234375, + 5650.89990234375, + 5663.2998046875, + 5644.69970703125, + 5584.5, + 5449.60009765625, + 5393.60009765625, + 5343.60009765625, + 5318.69970703125, + 5345.5, + 5376.7998046875, + 5368.10009765625, + 5346.89990234375, + 5368.60009765625, + 5200.89990234375, + 5164.89990234375, + 5146.60009765625, + 5150.69970703125, + 5226.69970703125, + 5341.60009765625 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 0.00011037522199330851, + 0.0002579722204245627, + -0.00022091128630563617, + -4.6389413910219446e-05, + -2.02574155991897e-05, + -9.27771907299757e-06, + -3.842550086119445e-06, + -6.980458238103893e-07, + 1.1981501302216202e-06, + 2.3949332899064757e-06, + 3.180368139510392e-06, + 3.7132174384169048e-06, + 4.08082132707932e-06, + 4.332840489951195e-06, + 4.506963250605622e-06, + 4.629772774933372e-06, + 4.703856575360987e-06, + 4.7460998757742345e-06, + 4.76380091640749e-06, + 4.763675860885996e-06, + 4.750303560285829e-06, + 4.726970928459195e-06, + 4.695310963143129e-06, + 4.656666533264797e-06, + 4.6115774239297025e-06, + 4.562087269732729e-06, + 4.508384790824493e-06, + 4.4501748561742716e-06, + 4.391956281324383e-06, + 4.3318141251802444e-06, + 4.27161239713314e-06, + 4.208934115013108e-06, + 4.146926130488282e-06, + 4.083886324224295e-06, + 4.0214536056737415e-06, + 3.95666211261414e-06, + 3.893242592312163e-06, + 3.8315656638587825e-06, + 3.7710778997279704e-06, + 3.7128961594135035e-06, + 3.6543069654726423e-06, + 3.5979057884105714e-06, + 3.541643309290521e-06, + 3.4863362543546828e-06, + 3.4306924590055132e-06, + 3.3772973893064773e-06, + 3.325991656311089e-06, + 3.2753480354585918e-06, + 3.2268985705741215e-06, + 3.1797947031009244e-06, + 3.134153757855529e-06, + 3.08993458020268e-06, + 3.0469846024061553e-06, + 3.0050252917135367e-06, + 2.9643651942024007e-06, + 2.9248747068777448e-06, + 2.8872971142845927e-06, + 2.850856617442332e-06, + 2.815877678585821e-06, + 2.7820012746815337e-06, + 2.7489959393278696e-06, + 2.7176342882739846e-06, + 2.686863354028901e-06, + 2.6573040941002546e-06, + 2.628948323035729e-06, + 2.601096412035986e-06, + 2.5740964701981284e-06, + 2.54802966992429e-06, + 2.523266630305443e-06, + 2.4992657472466817e-06, + 2.475545670677093e-06, + 2.452156422805274e-06, + 2.429558662697673e-06, + 2.4074756765912753e-06, + 2.385863353993045e-06, + 2.3646266527066473e-06, + 2.3437594336428447e-06, + 2.3230822989717126e-06, + 2.302541815879522e-06, + 2.2824576717539458e-06, + 2.2628669285040814e-06, + 2.2437836832978064e-06, + 2.224924401161843e-06, + 2.2062886273488402e-06, + 2.1879493488086155e-06, + 2.170241714338772e-06, + 2.1528203433263116e-06, + 2.1355870103434427e-06, + 2.1187054244364845e-06, + 2.1020030089857755e-06, + 2.085557298414642e-06, + 2.0695370039902627e-06, + 2.053929847534164e-06, + 2.0387128643051255e-06, + 2.023812839979655e-06, + 2.0091208625672152e-06, + 1.9949291072407505e-06, + 1.9808612705674022e-06, + 1.9672093003464397e-06, + 1.9536687432264443e-06, + 1.94026983990625e-06, + 1.927131052070763e-06, + 1.9142014480166836e-06, + 1.9015305952052586e-06, + 1.8890769979407196e-06, + 1.8767054825730156e-06, + 1.8645251884663594e-06, + 1.8524842744227499e-06, + 1.840481104409264e-06, + 1.8285996929989778e-06, + 1.8167877442465397e-06, + 1.8051717916023335e-06, + 1.793490241652762e-06, + 1.781962055247277e-06, + 1.770582912286045e-06, + 1.7592449239600683e-06, + 1.7481613667769125e-06, + 1.7372146885463735e-06, + 1.7264127336602542e-06, + 1.715654775580333e-06, + 1.705067120383319e-06, + 1.6946473806456197e-06, + 1.6843755474837963e-06, + 1.6743701962695923e-06, + 1.6645972209516913e-06, + 1.6549586234759772e-06, + 1.645561837904097e-06, + 1.6362781707357499e-06, + 1.6273070286842994e-06, + 1.6185186950679054e-06, + 1.6098422292998293e-06, + 1.6012152173061622e-06, + 1.592724629517761e-06, + 1.5844501604078687e-06, + 1.576351792209607e-06, + 1.5684016716477345e-06, + 1.5605625094394782e-06, + 1.552739604449016e-06, + 1.5448789554284303e-06, + 1.5371050494650262e-06, + 1.5293404658223153e-06, + 1.5217273130474496e-06, + 1.5140719824557891e-06, + 1.506416879237804e-06, + 1.4987938357080566e-06, + 1.491417037868814e-06, + 1.4841351685390691e-06, + 1.4768412484045257e-06, + 1.46961031077808e-06, + 1.4624627056036843e-06, + 1.4553646678905352e-06, + 1.4484131725112093e-06, + 1.4415779787668725e-06, + 1.4348592003443628e-06, + 1.4282569509305176e-06, + 1.4216817589840502e-06, + 1.4151734148981632e-06, + 1.4087513591221068e-06, + 1.402342149958713e-06, + 1.3959610214442364e-06, + 1.3896419659431558e-06, + 1.3833945331498398e-06, + 1.3771599469691864e-06, + 1.3709121731153573e-06, + 1.3646945262735244e-06, + 1.3585112128566834e-06, + 1.352321987724281e-06, + 1.3461644812196027e-06, + 1.339975369774038e-06, + 1.33389619350055e-06, + 1.3279189943204983e-06, + 1.3219868151281844e-06, + 1.3161699143893202e-06, + 1.3104206573189003e-06, + 1.3047380207353854e-06, + 1.2991185940336436e-06, + 1.2936001212437986e-06, + 1.2881508837381261e-06, + 1.2827816817662097e-06, + 1.2775200275427778e-06, + 1.2722941846732283e-06, + 1.2671097238126094e-06, + 1.261990064449492e-06, + 1.256929408555152e-06, + 1.251924686584971e-06, + 1.247019213224121e-06, + 1.24216069252725e-06, + 1.237341393789393e-06, + 1.232573936249537e-06, + 1.2278502481422038e-06, + 1.2231984101163107e-06, + 1.2185902278361027e-06, + 1.2140616263422999e-06, + 1.2096301134079113e-06, + 1.2052798865624936e-06, + 1.20102276923717e-06, + 1.1967845239269082e-06, + 1.1925665148737608e-06, + 1.1884206969625666e-06, + 1.184276698040776e-06, + 1.1801139407907613e-06, + 1.175936745312356e-06, + 1.1718636869773036e-06, + 1.1678242799462168e-06, + 1.163829438155517e-06, + 1.1598393712120014e-06, + 1.1558580581549904e-06, + 1.151877768279519e-06, + 1.1479781960588298e-06, + 1.144111138273729e-06, + 1.1402745485611376e-06, + 1.1364497822796693e-06, + 1.1325990953992005e-06, + 1.1288479981885757e-06, + 1.1252075182710541e-06, + 1.1216122857149458e-06, + 1.1179631655977573e-06, + 1.1143338269903325e-06, + 1.110712105401035e-06, + 1.1070944765378954e-06, + 1.1034965154976817e-06, + 1.0999050346072181e-06, + 1.096294568014855e-06, + 1.092653860723658e-06, + 1.0890496469073696e-06, + 1.085501480702078e-06, + 1.0819815088325413e-06, + 1.0784669939312153e-06, + 1.0749172361101955e-06, + 1.0714220479712822e-06, + 1.0680279274311033e-06, + 1.0647182762113516e-06, + 1.0615070777930669e-06, + 1.0583765970295644e-06, + 1.0553509355304413e-06, + 1.052452375915891e-06, + 1.049648062689812e-06, + 1.0469307198945899e-06, + 1.0442656730447197e-06, + 1.041638483911811e-06, + 1.0390499483037274e-06, + 1.0364788067818154e-06, + 1.03389186278946e-06, + 1.0312293170500197e-06, + 1.028593942464795e-06, + 1.0259501550535788e-06, + 1.023241679831699e-06, + 1.0205111493633012e-06, + 1.0177574267800082e-06, + 1.0149573199669248e-06, + 1.0121041214006254e-06, + 1.009262405204936e-06, + 1.0063664603876532e-06, + 1.0034865454144892e-06, + 1.0005923058997723e-06, + 9.977188710763585e-07, + 9.948988690666738e-07, + 9.921207038132707e-07, + 9.893561809803941e-07, + 9.865974561762414e-07, + 9.838767027758877e-07, + 9.81188236437447e-07, + 9.785313750398927e-07, + 9.75869397734641e-07, + 9.7327824732929e-07, + 9.706966466183076e-07, + 9.681002666184213e-07, + 9.655061603552895e-07, + 9.628977295506047e-07, + 9.603220405551838e-07, + 9.577534001437016e-07, + 9.551937409923994e-07, + 9.526384019409306e-07, + 9.500864166511747e-07, + 9.47570242715301e-07, + 9.450436664337758e-07, + 9.425352232028672e-07, + 9.400375802215422e-07, + 9.37547326884669e-07, + 9.350698064736207e-07, + 9.325878522759012e-07, + 9.301365366809478e-07, + 9.277330832446751e-07, + 9.253208759218978e-07, + 9.229238457919564e-07, + 9.205662649947044e-07, + 9.182450071421044e-07, + 9.159671208180953e-07, + 9.136861649494676e-07, + 9.114269232668448e-07, + 9.091870083466347e-07, + 9.069619864021661e-07, + 9.047442972587305e-07, + 9.025644658322562e-07, + 9.003906598081812e-07, + 8.982322583506175e-07, + 8.960880677477689e-07, + 8.939520625972364e-07, + 8.91827824034408e-07, + 8.897392831386242e-07, + 8.876449442141165e-07, + 8.855295732246304e-07, + 8.834605296215159e-07, + 8.814101875032065e-07, + 8.793718961896957e-07, + 8.773215540713863e-07, + 8.752806479606079e-07, + 8.732642413633585e-07, + 8.712362387086614e-07, + 8.692293818057806e-07, + 8.672544709042995e-07, + 8.652694987176801e-07, + 8.632919161755126e-07, + 8.613177442384767e-07, + 8.593372058385285e-07, + 8.573514946874639e-07, + 8.553459451832168e-07, + 8.533341429028951e-07, + 8.513129614584614e-07, + 8.49303887662245e-07, + 8.47319938657165e-07, + 8.453491773252608e-07, + 8.433901257376419e-07, + 8.414281182922423e-07, + 8.394401902478421e-07, + 8.374576623282337e-07, + 8.354913916264195e-07, + 8.334891958838853e-07, + 8.314942192555463e-07, + 8.295172051475674e-07, + 8.275724212580826e-07, + 8.256851629084849e-07, + 8.238272926064383e-07, + 8.219965366151882e-07, + 8.201838568311359e-07, + 8.183715181075968e-07, + 8.16558213045937e-07, + 8.1475724300617e-07, + 8.129727575578727e-07, + 8.111903753160732e-07, + 8.094725103546807e-07, + 8.077749384938215e-07, + 8.060915774876776e-07, + 8.044150945352158e-07, + 8.027221838347032e-07, + 8.010007945813413e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.008713127113878727, + 0.021129410713911057, + -0.018922097980976105, + -0.00427121901884675, + -0.002054542303085327, + -0.001109350356273353, + -0.0006325047579593956, + -0.0003466774942353368, + -0.0001698348205536604, + -5.4677882872056216e-05, + 2.3816761313355528e-05, + 7.958422065712512e-05, + 0.00012031158985337242, + 0.00015030719805508852, + 0.00017304334323853254, + 0.00019121072546113282, + 0.00020465333363972604, + 0.0002148512430721894, + 0.00022233283380046487, + 0.0002278566244058311, + 0.0002317908511031419, + 0.00023452869208995253, + 0.00023636879632249475, + 0.0002374680625507608, + 0.00023805483942851424, + 0.00023808181867934763, + 0.0002376317570451647, + 0.00023675318516325206, + 0.00023556924134027213, + 0.00023409344430547208, + 0.00023240868176799268, + 0.00023047429567668587, + 0.00022840918973088264, + 0.00022623001132160425, + 0.00022395190899260342, + 0.00022147860727272928, + 0.00021896306134294719, + 0.00021643457876052707, + 0.00021388260938692838, + 0.00021136531722731888, + 0.00020877327187918127, + 0.00020625819161068648, + 0.0002037010417552665, + 0.00020114377548452467, + 0.00019853060075547546, + 0.00019598723156377673, + 0.000193511470570229, + 0.0001910384016809985, + 0.0001886464306153357, + 0.0001862972421804443, + 0.00018401723355054855, + 0.00018178766185883433, + 0.00017960331751964986, + 0.00017745212244335562, + 0.0001753518299665302, + 0.0001732975651975721, + 0.00017132991342805326, + 0.00016940997738856822, + 0.0001675670937402174, + 0.00016577186761423945, + 0.00016401319589931518, + 0.00016233343922067434, + 0.00016067724209278822, + 0.00015907891793176532, + 0.00015753893239889294, + 0.0001560200471431017, + 0.00015454184904228896, + 0.0001531158050056547, + 0.00015175598673522472, + 0.0001504332758486271, + 0.00014912159531377256, + 0.0001478240010328591, + 0.0001465664681745693, + 0.0001453339500585571, + 0.00014412429300136864, + 0.000142936798511073, + 0.0001417667808709666, + 0.0001406043884344399, + 0.00013944676902610809, + 0.00013831215619575232, + 0.00013720287824980915, + 0.0001361199392704293, + 0.00013504744856618345, + 0.00013398549344856292, + 0.0001329414953943342, + 0.0001319314178545028, + 0.00013093577581457794, + 0.0001299490249948576, + 0.0001289806968998164, + 0.00012802096898667514, + 0.0001270744251087308, + 0.00012615087325684726, + 0.00012525204510893673, + 0.00012437428813427687, + 0.00012351349869277328, + 0.00012266346311662346, + 0.00012184116349089891, + 0.00012102492473786697, + 0.00012023175077047199, + 0.00011944402649533004, + 0.00011866353452205658, + 0.00011789894779212773, + 0.00011714557331288233, + 0.00011640637967502698, + 0.00011567900946829468, + 0.00011495559010654688, + 0.00011424256808822975, + 0.00011353693116689101, + 0.00011283277126494795, + 0.00011213639663765207, + 0.00011144336895085871, + 0.0001107611387851648, + 0.00011007437569787726, + 0.00010939597268588841, + 0.00010872571874642745, + 0.0001080572692444548, + 0.00010740324069047347, + 0.00010675672092474997, + 0.0001061192961060442, + 0.00010548392310738564, + 0.00010485806706128642, + 0.00010424163338029757, + 0.00010363344335928559, + 0.0001030405837809667, + 0.00010246102465316653, + 0.00010188901069341227, + 0.0001013309447444044, + 0.00010078004561364651, + 0.00010024728544522077, + 9.972501720767468e-05, + 9.920902812154964e-05, + 9.869562200037763e-05, + 9.818999387789518e-05, + 9.769692405825481e-05, + 9.72140405792743e-05, + 9.674033935880288e-05, + 9.627296822145581e-05, + 9.580625192029402e-05, + 9.533700358588248e-05, + 9.487265924690291e-05, + 9.440858411835507e-05, + 9.395330562256277e-05, + 9.349524043500423e-05, + 9.303694241680205e-05, + 9.258088539354503e-05, + 9.213930752594024e-05, + 9.170318662654608e-05, + 9.126609802478924e-05, + 9.083256736630574e-05, + 9.040379518410191e-05, + 8.997778786579147e-05, + 8.956037345342338e-05, + 8.915022044675425e-05, + 8.874684863258153e-05, + 8.835027256282046e-05, + 8.7955137132667e-05, + 8.756383613217622e-05, + 8.717753371456638e-05, + 8.679184247739613e-05, + 8.640766463940963e-05, + 8.60270592966117e-05, + 8.565100870328024e-05, + 8.527555473847315e-05, + 8.489916217513382e-05, + 8.452440670225769e-05, + 8.415157935814932e-05, + 8.377823542105034e-05, + 8.340665226569399e-05, + 8.303301729029045e-05, + 8.266624354291707e-05, + 8.23054724605754e-05, + 8.194727706722915e-05, + 8.159589924616739e-05, + 8.124848682200536e-05, + 8.090496703516692e-05, + 8.05651507107541e-05, + 8.02313006715849e-05, + 7.990153244463727e-05, + 7.957679190440103e-05, + 7.925843965495005e-05, + 7.894213922554627e-05, + 7.862823986215517e-05, + 7.83181531005539e-05, + 7.801154424669221e-05, + 7.770821684971452e-05, + 7.741080480627716e-05, + 7.711640500929207e-05, + 7.68242753110826e-05, + 7.65352015150711e-05, + 7.624868885613978e-05, + 7.596643990837038e-05, + 7.568675209768116e-05, + 7.541181548731402e-05, + 7.51426923670806e-05, + 7.487842231057584e-05, + 7.461994391633198e-05, + 7.43625350878574e-05, + 7.410628313664347e-05, + 7.385433127637953e-05, + 7.360243034781888e-05, + 7.334930705837905e-05, + 7.309523789444938e-05, + 7.284743333002552e-05, + 7.260179700097069e-05, + 7.235880184452981e-05, + 7.211603951873258e-05, + 7.187373557826504e-05, + 7.163143891375512e-05, + 7.139398076105863e-05, + 7.115845801308751e-05, + 7.092471787473187e-05, + 7.069163984851912e-05, + 7.045709935482591e-05, + 7.022856880212203e-05, + 7.000671757850796e-05, + 6.978757301112637e-05, + 6.956508877919987e-05, + 6.934375414857641e-05, + 6.912282697157934e-05, + 6.890210352139547e-05, + 6.868266791570932e-05, + 6.846358155598864e-05, + 6.824328738730401e-05, + 6.802110146963969e-05, + 6.780109106330201e-05, + 6.758444214938208e-05, + 6.736947398167104e-05, + 6.715479685226455e-05, + 6.693791510770097e-05, + 6.672446033917367e-05, + 6.65171246509999e-05, + 6.631491123698652e-05, + 6.611867138417438e-05, + 6.592732097487897e-05, + 6.574234430445358e-05, + 6.556509470101446e-05, + 6.53935712762177e-05, + 6.522743933601305e-05, + 6.506447243737057e-05, + 6.490378291346133e-05, + 6.474542897194624e-05, + 6.458810094045475e-05, + 6.442978337872773e-05, + 6.426680920412764e-05, + 6.410547211999074e-05, + 6.394358206307516e-05, + 6.377779209287837e-05, + 6.361062696669251e-05, + 6.34420066489838e-05, + 6.32705123280175e-05, + 6.309574382612482e-05, + 6.292163743637502e-05, + 6.27441841061227e-05, + 6.256767665036023e-05, + 6.239025969989598e-05, + 6.221418880159035e-05, + 6.204135570442304e-05, + 6.187105464050546e-05, + 6.170156848384067e-05, + 6.153241702122614e-05, + 6.136554293334484e-05, + 6.120063335401937e-05, + 6.103763007558882e-05, + 6.087437577662058e-05, + 6.071543612051755e-05, + 6.055706398910843e-05, + 6.0397753259167075e-05, + 6.0238551668589935e-05, + 6.0078447859268636e-05, + 5.992033766233362e-05, + 5.976262764306739e-05, + 5.960544149274938e-05, + 5.9448582760524005e-05, + 5.9291895013302565e-05, + 5.913739005336538e-05, + 5.8982222981285304e-05, + 5.882814002688974e-05, + 5.867469735676423e-05, + 5.8521691244095564e-05, + 5.836944546899758e-05, + 5.821697413921356e-05, + 5.806635817862116e-05, + 5.7918667152989656e-05, + 5.777041951660067e-05, + 5.762307409895584e-05, + 5.7478137023281306e-05, + 5.733541547670029e-05, + 5.719534237869084e-05, + 5.705506191588938e-05, + 5.6916156609077007e-05, + 5.6778422731440514e-05, + 5.664158015861176e-05, + 5.650517778121866e-05, + 5.637108188238926e-05, + 5.623733522952534e-05, + 5.6104523537214845e-05, + 5.5972566769924015e-05, + 5.584115206147544e-05, + 5.571044312091544e-05, + 5.55819169676397e-05, + 5.5453016102546826e-05, + 5.5322809203062207e-05, + 5.51954290131107e-05, + 5.5069183872547e-05, + 5.4943673603702337e-05, + 5.481739935930818e-05, + 5.469173993333243e-05, + 5.4567579354625195e-05, + 5.444268390419893e-05, + 5.431907993624918e-05, + 5.4197425924940035e-05, + 5.407513526733965e-05, + 5.3953288443153724e-05, + 5.3831638069823384e-05, + 5.3709634812548757e-05, + 5.358728958526626e-05, + 5.346371472114697e-05, + 5.3339732403401285e-05, + 5.321516073308885e-05, + 5.309132029651664e-05, + 5.296901144902222e-05, + 5.284751023282297e-05, + 5.2726714784512296e-05, + 5.2605766541091725e-05, + 5.248321031103842e-05, + 5.2360966947162524e-05, + 5.223971311352216e-05, + 5.211623283685185e-05, + 5.199318547965959e-05, + 5.187123315408826e-05, + 5.175125625100918e-05, + 5.163485184311867e-05, + 5.152025551069528e-05, + 5.1407314458629116e-05, + 5.12954757141415e-05, + 5.118364788359031e-05, + 5.107174729346298e-05, + 5.096060340292752e-05, + 5.085045995656401e-05, + 5.074043292552233e-05, + 5.063441494712606e-05, + 5.052964115748182e-05, + 5.0425733206793666e-05, + 5.0322236347710714e-05, + 5.0217720854561776e-05, + 5.011143002775498e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 0.9769451022148132, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9741576910018921, + 1.0, + 0.9922292232513428, + 1.0, + 0.9932092428207397, + 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, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9898620843887329, + 1.0, + 0.9959465861320496, + 1.0, + 1.0, + 0.9827795028686523, + 1.0, + 0.9917746186256409, + 0.9890933632850647, + 1.0, + 0.9983201622962952, + 0.9933376312255859, + 0.9761244654655457, + 0.9946766495704651, + 1.0, + 1.0, + 0.9907598495483398, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984545707702637, + 0.9965726733207703, + 1.0, + 1.0, + 1.0, + 0.9870097041130066, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944750070571899, + 0.994103729724884, + 0.9943900108337402, + 0.9982557892799377, + 1.0, + 0.9841822385787964, + 1.0, + 0.9881196618080139, + 1.0, + 1.0, + 0.998043954372406, + 1.0, + 0.9969459176063538, + 0.9996331930160522, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9940290451049805, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9894461631774902, + 0.9918628931045532, + 1.0, + 0.989436686038971, + 1.0, + 0.9801927208900452, + 0.9932370781898499, + 1.0, + 1.0, + 0.9975674748420715, + 0.9875030517578125, + 0.9914398789405823, + 0.9942092299461365, + 0.9984135031700134, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9929550290107727, + 1.0, + 1.0, + 1.0, + 0.9800275564193726, + 0.9994251132011414, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913625717163086, + 0.9951162338256836, + 0.9946211576461792, + 0.9941380620002747, + 1.0, + 1.0, + 0.998090922832489, + 1.0, + 1.0, + 1.0, + 0.9999225735664368, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9938139319419861, + 0.9946283102035522, + 1.0, + 0.991730272769928, + 0.999431848526001, + 0.9994131922721863, + 0.9997431635856628, + 0.9927690625190735, + 0.9980034828186035, + 0.9957766532897949, + 0.9902154207229614, + 1.0, + 1.0, + 0.9976089596748352, + 0.9984272122383118, + 0.9988747835159302, + 0.9898616075515747, + 1.0, + 1.0, + 0.9987502098083496, + 1.0, + 0.9941242337226868, + 0.9998855590820312, + 0.9918006062507629, + 0.9874454736709595, + 0.9903621673583984, + 0.9871031045913696, + 1.0, + 1.0, + 0.9912850856781006, + 1.0, + 1.0, + 1.0, + 0.9833935499191284, + 1.0, + 0.9972347617149353, + 1.0, + 1.0, + 1.0, + 0.9878914952278137, + 0.9997662305831909, + 1.0, + 1.0, + 1.0, + 0.9821223616600037, + 0.9781991243362427, + 0.995168924331665, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9980369210243225, + 0.9924107789993286, + 0.9999626874923706, + 1.0, + 1.0, + 0.9925552010536194, + 0.9787664413452148, + 0.9825694561004639, + 0.9774048328399658, + 0.9818501472473145, + 0.9731684327125549, + 0.9642615914344788, + 0.9735931754112244, + 0.9747083783149719, + 0.9864892363548279, + 0.9914060235023499, + 0.9907369017601013, + 0.9988227486610413, + 1.0, + 1.0, + 0.9955860376358032, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9997161626815796, + 0.9882079362869263, + 0.9918404817581177, + 1.0, + 1.0, + 0.9928804039955139, + 0.9946075677871704, + 0.9946948289871216, + 1.0, + 0.9796767830848694, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937951564788818, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922844767570496, + 1.0, + 0.999187171459198, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9940161108970642, + 0.9865911602973938, + 1.0, + 0.9999623894691467, + 0.9895905256271362, + 0.9905843138694763, + 0.9871729016304016, + 1.0, + 0.9963499307632446, + 0.9972670674324036, + 0.9991447329521179, + 1.0, + 0.9885708689689636, + 1.0, + 0.998532235622406, + 0.9990004301071167, + 1.0, + 1.0, + 0.9886626601219177, + 1.0, + 1.0, + 0.9835437536239624, + 0.996421754360199, + 0.999565839767456, + 1.0, + 1.0, + 0.9933698773384094, + 1.0, + 0.9949532151222229, + 0.989387035369873, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9996495246887207, + 0.9930820465087891, + 0.9989039897918701, + 0.9995723366737366, + 1.0, + 1.0, + 1.0, + 0.9974331259727478, + 1.0, + 1.0, + 0.9967156648635864, + 0.9893351793289185, + 0.9758438467979431, + 0.9897240400314331, + 0.9907297492027283, + 0.9953401684761047, + 1.0, + 1.0, + 0.9983819723129272, + 0.9960507154464722, + 1.0, + 0.9687627553939819, + 0.9930781126022339, + 0.9964568614959717, + 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 + ], + "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 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_df_eval.csv b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..2fda89970f583fc4f4bfe45413e08fb4a4f94a4b --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_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 +58.333332,58.333332,0.64767015,769.2308,10000.0,13.0,625.0,,128.0,0.0002497952,0.1,2.8226595 +1860.0,959.1667,0.6309494,909.0909,20000.0,22.0,1250.0,,288.0,0.0002495392,0.1,2.7874415 +2821.25,1579.8612,0.38377258,1071.4286,30000.0,28.0,1875.0,,448.0,0.0002492832,0.1,2.7690187 +2950.0,1922.3959,0.82834554,1081.081,40000.0,37.0,2500.0,,608.0,0.0002490272,0.1,2.7087529 +3066.4517,2151.207,0.4583112,1136.3636,50000.0,44.0,3125.0,,768.0,0.0002487712,0.1,2.689506 +3073.611,2304.9412,0.57005274,1176.4706,60000.0,51.0,3750.0,,928.0,0.0002485152,0.1,2.619305 +3178.913,2429.7942,0.29242447,1228.0702,70000.0,57.0,4375.0,,1088.0,0.0002482592,0.1,2.7173357 +3149.2307,2519.7236,0.6190774,1250.0,80000.0,64.0,5000.0,,1248.0,0.0002480032,0.1,2.5715938 +3151.8965,2589.965,0.5814383,1285.7142,90000.0,70.0,5625.0,,1376.0,0.0002477984,0.1,2.5998325 +3198.8235,2650.851,0.35946068,1298.7013,100000.0,77.0,6250.0,,1536.0,0.0002475424,0.1,2.5097814 +3150.411,2696.2654,0.5841053,1294.1177,110000.0,85.0,6875.0,,1696.0,0.0002472864,0.1,2.4282598 +3145.4878,2733.7004,0.45769483,1304.3478,120000.0,92.0,7500.0,,1856.0,0.0002470304,0.1,2.5872378 +3151.9768,2765.8755,0.58880883,1313.1313,130000.0,99.0,8125.0,,2016.0,0.0002467744,0.1,2.4378963 +3180.842,2795.516,0.5754368,1320.7548,140000.0,106.0,8750.0,,2176.0,0.0002465184,0.1,2.4713824 +3235.0,2824.8152,0.7116908,1327.4336,150000.0,113.0,9375.0,,2336.0,0.0002462624,0.1,2.482824 +3256.4,2851.789,0.68922186,1333.3334,160000.0,120.0,10000.0,,2496.0,0.0002460064,0.1,2.3870246 +3220.8,2873.4956,0.43040827,1338.5826,170000.0,127.0,10625.0,,2656.0,0.0002457504,0.1,2.508801 +3262.4,2895.1013,0.685678,1343.2836,180000.0,134.0,11250.0,,2784.0,0.0002455456,0.1,2.3456907 +3274.3,2915.0593,0.7352135,1357.1428,190000.0,140.0,11875.0,,2944.0,0.0002452896,0.1,2.2993968 +3287.0,2933.6562,0.76136565,1360.5442,200000.0,147.0,12500.0,,3104.0,0.0002450336,0.1,2.1710043 +3354.5,2953.6965,1.0075635,1363.6364,210000.0,154.0,13125.0,,3264.0,0.0002447776,0.1,2.1623435 +3391.1,2973.5784,0.6262191,1366.4596,220000.0,161.0,13750.0,,3424.0,0.0002445216,0.1,2.2913842 +3425.8,2993.2402,0.5563674,1360.9468,230000.0,169.0,14375.0,,3584.0,0.0002442656,0.1,2.2655506 +3460.8,3012.722,0.87807477,1363.6364,240000.0,176.0,15000.0,,3744.0,0.0002440096,0.1,2.2823052 +3460.5,3030.633,0.63319135,1366.1202,250000.0,183.0,15625.0,,3904.0,0.0002437536,0.1,2.2667408 +3470.9,3047.5664,0.6768957,1368.421,260000.0,190.0,16250.0,,4032.0,0.0002435488,0.1,2.264806 +3472.2,3063.2937,0.57844424,1377.551,270000.0,196.0,16875.0,,4192.0,0.0002432928,0.1,2.2378669 +3508.4,3079.1902,1.1664678,1372.5491,280000.0,204.0,17500.0,,4352.0,0.0002430368,0.1,2.239854 +3526.7,3094.6218,0.81025654,1374.4076,290000.0,211.0,18125.0,,4512.0,0.0002427808,0.1,2.2470274 +3547.5,3109.7178,0.651456,1376.1467,300000.0,218.0,18750.0,,4672.0,0.0002425248,0.1,2.1935358 +3576.8,3124.7847,0.7856412,1371.6814,310000.0,226.0,19375.0,,4832.0,0.0002422688,0.1,2.1063313 +3656.7,3141.4072,1.3129108,1367.5214,320000.0,234.0,20000.0,,4992.0,0.0002420128,0.1,2.1311681 +3648.0,3156.7585,1.4715469,1369.2946,330000.0,241.0,20625.0,,5152.0,0.0002417568,0.1,2.088107 +3643.8,3171.0833,0.87476,1370.9678,340000.0,248.0,21250.0,,5312.0,0.0002415008,0.1,1.970927 +3643.2,3184.5723,1.0454787,1372.5491,350000.0,255.0,21875.0,,5440.0,0.000241296,0.1,2.1326835 +3701.9,3198.9424,1.1079174,1374.0458,360000.0,262.0,22500.0,,5600.0,0.00024104,0.1,2.1215773 +3771.5,3214.417,1.242609,1375.4647,370000.0,269.0,23125.0,,5760.0,0.000240784,0.1,1.8380553 +3902.8,3232.5322,0.9094773,1376.8116,380000.0,276.0,23750.0,,5920.0,0.000240528,0.1,1.8175144 +3987.7,3251.8958,1.2550596,1378.0919,390000.0,283.0,24375.0,,6080.0,0.000240272,0.1,2.148882 +4001.9,3270.6458,1.6460453,1379.3103,400000.0,290.0,25000.0,,6240.0,0.000240016,0.1,1.9599497 +4088.3,3290.5884,1.1617093,1375.8389,410000.0,298.0,25625.0,,6400.0,0.00023976,0.1,2.0216432 +4172.2,3311.5793,0.9596007,1377.0492,420000.0,305.0,26250.0,,6560.0,0.000239504,0.1,2.102931 +4242.4,3333.2263,0.8619605,1378.2051,430000.0,312.0,26875.0,,6688.0,0.0002392992,0.1,2.0351427 +4231.6,3353.6438,0.52675575,1379.3103,440000.0,319.0,27500.0,,6848.0,0.0002390432,0.1,2.1096652 +4178.9,3371.983,1.00801,1376.1467,450000.0,327.0,28125.0,,7008.0,0.0002387872,0.1,1.82345 +4231.2,3390.6616,0.8776364,1377.2455,460000.0,334.0,28750.0,,7168.0,0.0002385312,0.1,2.0597444 +4257.3,3409.1008,0.97137356,1378.2991,470000.0,341.0,29375.0,,7328.0,0.0002382752,0.1,1.8173385 +4319.6,3428.0693,1.0022706,1379.3103,480000.0,348.0,30000.0,,7488.0,0.0002380192,0.1,2.0819383 +4358.7,3447.0618,1.0694512,1384.1808,490000.0,354.0,30625.0,,7648.0,0.0002377632,0.1,1.725375 +4302.4,3464.1687,0.9259197,1381.2155,500000.0,362.0,31250.0,,7808.0,0.0002375072,0.1,1.787354 +4270.0,3479.9695,0.9513999,1385.8695,510000.0,368.0,31875.0,,7968.0,0.0002372512,0.1,1.4839991 +4416.8,3497.9854,1.9587897,1390.3744,520000.0,374.0,32500.0,,8096.0,0.0002370464,0.1,1.7455275 +4502.6,3516.9402,1.5909154,1387.4346,530000.0,382.0,33125.0,,8256.0,0.0002367904,0.1,1.3734895 +4555.8,3536.1782,1.6916199,1388.1748,540000.0,389.0,33750.0,,8416.0,0.0002365344,0.1,1.883404 +4566.6,3554.913,1.3015152,1388.8889,550000.0,396.0,34375.0,,8576.0,0.0002362784,0.1,1.3209908 +4679.7,3574.9988,1.2385159,1393.0348,560000.0,402.0,35000.0,,8736.0,0.0002360224,0.1,1.5217428 +4696.5,3594.6743,1.8923172,1393.6431,570000.0,409.0,35625.0,,8896.0,0.0002357664,0.1,1.5277796 +4834.2,3616.0454,0.88230646,1394.2307,580000.0,416.0,36250.0,,9056.0,0.0002355104,0.1,1.4234065 +5002.6,3639.5464,1.0509893,1394.7991,590000.0,423.0,36875.0,,9216.0,0.0002352544,0.1,1.9061143 +5028.6,3662.697,1.0824459,1398.6014,600000.0,429.0,37500.0,,9344.0,0.0002350496,0.1,1.3762349 +5114.9,3686.504,0.8630316,1399.0825,610000.0,436.0,38125.0,,9504.0,0.0002347936,0.1,1.5016434 +5128.7,3709.7651,1.2855935,1399.5486,620000.0,443.0,38750.0,,9664.0,0.0002345376,0.1,1.3654913 +5241.4,3734.077,0.97775847,1403.118,630000.0,449.0,39375.0,,9824.0,0.0002342816,0.1,1.6330098 +5314.8,3758.7756,0.8727623,1400.4376,640000.0,457.0,40000.0,,9984.0,0.0002340256,0.1,1.5312455 +5455.0,3784.8713,0.9323697,1400.862,650000.0,464.0,40625.0,,10144.0,0.0002337696,0.1,1.5763717 +5493.9,3810.7659,0.8846829,1401.2739,660000.0,471.0,41250.0,,10304.0,0.0002335136,0.1,1.529955 +5526.4,3836.3723,0.9102253,1401.6736,670000.0,478.0,41875.0,,10464.0,0.0002332576,0.1,1.2643273 +5486.1,3860.6333,0.9487635,1404.9586,680000.0,484.0,42500.0,,10624.0,0.0002330016,0.1,1.5984468 +5548.9,3885.101,1.2116551,1405.2953,690000.0,491.0,43125.0,,10752.0,0.0002327968,0.1,1.2918446 +5575.3,3909.2468,0.5841852,1405.6224,700000.0,498.0,43750.0,,10912.0,0.0002325408,0.1,1.4578414 +5633.3,3933.5295,0.71448565,1405.9406,710000.0,505.0,44375.0,,11072.0,0.0002322848,0.1,1.0076351 +5607.2,3956.7744,1.1084348,1409.002,720000.0,511.0,45000.0,,11232.0,0.0002320288,0.1,1.4038737 +5550.0,3978.5994,0.8383144,1409.2664,730000.0,518.0,45625.0,,11392.0,0.0002317728,0.1,1.5187771 +5614.6,4000.7073,1.4248496,1409.5238,740000.0,525.0,46250.0,,11552.0,0.0002315168,0.1,1.1431217 +5667.1,4022.9258,0.9562141,1407.1295,750000.0,533.0,46875.0,,11712.0,0.0002312608,0.1,1.5438735 +5685.0,4044.7952,0.9614504,1407.4073,760000.0,540.0,47500.0,,11872.0,0.0002310048,0.1,1.3634868 +5718.3,4066.5293,1.2295032,1407.6782,770000.0,547.0,48125.0,,12000.0,0.0002308,0.1,1.4006172 +5770.9,4088.3801,1.0988618,1405.4054,780000.0,555.0,48750.0,,12160.0,0.000230544,0.1,1.4448962 +5760.1,4109.541,0.87548095,1405.694,790000.0,562.0,49375.0,,12320.0,0.000230288,0.1,1.363791 +5720.3,4129.6753,0.65864664,1405.9753,800000.0,569.0,50000.0,,12480.0,0.000230032,0.1,1.2418525 +5693.3,4148.9795,1.3719746,1406.25,810000.0,576.0,50625.0,,12640.0,0.000229776,0.1,1.3590724 +5690.1,4167.7734,1.0850098,1404.1096,820000.0,584.0,51250.0,,12800.0,0.00022952,0.1,1.3688166 +5816.5,4187.6377,0.8041318,1404.3993,830000.0,591.0,51875.0,,12960.0,0.000229264,0.1,1.6132016 +5898.3,4208.003,0.9545712,1404.6823,840000.0,598.0,52500.0,,13120.0,0.000229008,0.1,1.4126288 +5951.6,4228.5156,0.8170116,1407.2848,850000.0,604.0,53125.0,,13280.0,0.000228752,0.1,1.6437874 +6061.9,4249.8345,1.2101613,1407.5287,860000.0,611.0,53750.0,,13408.0,0.0002285472,0.1,1.5450467 +6056.6,4270.6016,1.1698732,1407.767,870000.0,618.0,54375.0,,13568.0,0.0002282912,0.1,1.5082455 +6162.7,4292.1025,1.0609701,1408.0,880000.0,625.0,55000.0,,13728.0,0.0002280352,0.1,1.1851207 +6141.9,4312.8867,0.9518686,1408.2279,890000.0,632.0,55625.0,,13888.0,0.0002277792,0.1,1.5614554 +6182.2,4333.6567,1.8854955,1408.4507,900000.0,639.0,56250.0,,14048.0,0.0002275232,0.1,1.3769197 +6139.1,4353.497,1.1782465,1410.8527,910000.0,645.0,56875.0,,14208.0,0.0002272672,0.1,1.5409435 +6122.6,4372.726,1.4045103,1408.8821,920000.0,653.0,57500.0,,14368.0,0.0002270112,0.1,1.6292882 +6082.2,4391.1074,1.7019583,1409.091,930000.0,660.0,58125.0,,14528.0,0.0002267552,0.1,1.4296441 +6074.8,4409.019,2.6182187,1409.2954,940000.0,667.0,58750.0,,14656.0,0.0002265504,0.1,1.4090052 +6053.0,4426.324,0.794881,1411.5898,950000.0,673.0,59375.0,,14816.0,0.0002262944,0.1,1.4232804 +6057.1,4443.312,1.5908661,1411.7646,960000.0,680.0,60000.0,,14976.0,0.0002260384,0.1,1.431642 +6031.8,4459.688,1.8538475,1411.9359,970000.0,687.0,60625.0,,15136.0,0.0002257824,0.1,1.3522465 +5948.6,4474.881,0.77450955,1412.1038,980000.0,694.0,61250.0,,15296.0,0.0002255264,0.1,1.5474238 +5907.7,4489.354,2.1064954,1412.2682,990000.0,701.0,61875.0,,15456.0,0.0002252704,0.1,1.5135639 +5890.7,4503.367,0.9896321,1414.4271,1000000.0,707.0,62500.0,,15616.0,0.0002250144,0.1,1.5856283 +5916.5,4561.9487,0.8368244,1412.5874,1010000.0,715.0,63125.0,,15776.0,0.0002247584,0.1,1.3930278 +5869.4,4602.043,0.7414504,1412.7424,1020000.0,722.0,63750.0,,15936.0,0.0002245024,0.1,1.4718583 +5855.2,4632.3823,2.6425114,1414.8352,1030000.0,728.0,64375.0,,16064.0,0.0002242976,0.1,1.3559648 +5921.6,4662.0986,1.9294635,1413.0435,1040000.0,736.0,65000.0,,16224.0,0.0002240416,0.1,1.6018124 +5926.7,4690.7007,2.4794717,1413.1898,1050000.0,743.0,65625.0,,16384.0,0.0002237856,0.1,1.3632522 +5872.7,4718.6914,1.3414737,1413.3334,1060000.0,750.0,66250.0,,16544.0,0.0002235296,0.1,1.7550635 +5888.9,4745.791,1.2575155,1415.3439,1070000.0,756.0,66875.0,,16704.0,0.0002232736,0.1,1.6265789 +5946.8,4773.767,0.6444658,1415.4652,1080000.0,763.0,67500.0,,16864.0,0.0002230176,0.1,1.786864 +5905.5,4801.303,1.5016887,1415.5845,1090000.0,770.0,68125.0,,17024.0,0.0002227616,0.1,1.5692416 +5894.6,4828.261,1.2986263,1415.7014,1100000.0,777.0,68750.0,,17184.0,0.0002225056,0.1,1.7672124 +5866.3,4855.4204,0.8914869,1417.6245,1110000.0,783.0,69375.0,,17312.0,0.0002223008,0.1,1.4730592 +5929.4,4883.2593,1.4374367,1419.5184,1120000.0,789.0,70000.0,,17472.0,0.0002220448,0.1,1.5205781 +5930.7,4911.0464,1.3751053,1417.8168,1130000.0,797.0,70625.0,,17632.0,0.0002217888,0.1,1.2226549 +5887.2,4938.1104,0.60047036,1417.9104,1140000.0,804.0,71250.0,,17792.0,0.0002215328,0.1,1.5102757 +5931.0,4965.07,1.5733491,1416.2561,1150000.0,812.0,71875.0,,17952.0,0.0002212768,0.1,1.3784899 +5964.4,4992.15,1.7287928,1416.3615,1160000.0,819.0,72500.0,,18112.0,0.0002210208,0.1,1.4999995 +5954.0,5019.4824,1.6583984,1416.4648,1170000.0,826.0,73125.0,,18272.0,0.0002207648,0.1,1.4813254 +5914.4,5046.0024,1.6643412,1418.2693,1180000.0,832.0,73750.0,,18432.0,0.0002205088,0.1,1.7588086 +5966.3,5072.9224,0.6152998,1418.3552,1190000.0,839.0,74375.0,,18592.0,0.0002202528,0.1,1.5715588 +6017.7,5100.229,0.55954325,1420.1183,1200000.0,845.0,75000.0,,18720.0,0.000220048,0.1,1.5949893 +6017.1,5126.855,1.1331583,1418.5228,1210000.0,853.0,75625.0,,18880.0,0.000219792,0.1,1.5571548 +6027.6,5153.22,1.5025893,1416.957,1220000.0,861.0,76250.0,,19040.0,0.000219536,0.1,1.5933325 +6064.0,5179.602,1.0955286,1417.0507,1230000.0,868.0,76875.0,,19200.0,0.00021928,0.1,1.3480592 +6117.1,5206.165,0.7260252,1417.1428,1240000.0,875.0,77500.0,,19360.0,0.000219024,0.1,1.5514216 +6158.5,5233.145,0.9297043,1415.6285,1250000.0,883.0,78125.0,,19520.0,0.000218768,0.1,1.5808538 +6111.9,5259.555,0.62398136,1415.7303,1260000.0,890.0,78750.0,,19680.0,0.000218512,0.1,1.5097876 +6112.7,5285.96,1.0400285,1415.8306,1270000.0,897.0,79375.0,,19840.0,0.000218256,0.1,1.7097507 +6094.7,5311.823,0.67715675,1415.9292,1280000.0,904.0,80000.0,,20000.0,0.000218,0.1,1.5226057 +6086.0,5337.416,1.080279,1417.5824,1290000.0,910.0,80625.0,,20128.0,0.0002177952,0.1,1.4789202 +6069.8,5362.639,1.3207413,1417.6663,1300000.0,917.0,81250.0,,20288.0,0.0002175392,0.1,1.5483453 +6103.8,5387.909,0.7490755,1417.7489,1310000.0,924.0,81875.0,,20448.0,0.0002172832,0.1,1.7110794 +6154.5,5412.8877,0.7170086,1417.8303,1320000.0,931.0,82500.0,,20608.0,0.0002170272,0.1,1.4638863 +6024.4,5436.6514,0.84739065,1417.9104,1330000.0,938.0,83125.0,,20768.0,0.0002167712,0.1,1.4309771 +6125.0,5461.4624,2.255785,1417.9894,1340000.0,945.0,83750.0,,20928.0,0.0002165152,0.1,1.3776515 +6116.4,5486.1943,0.54495025,1418.0673,1350000.0,952.0,84375.0,,21088.0,0.0002162592,0.1,1.4185793 +6122.0,5510.3955,1.417797,1419.6243,1360000.0,958.0,85000.0,,21248.0,0.0002160032,0.1,1.3807039 +6154.3,5534.2246,0.78290373,1419.6891,1370000.0,965.0,85625.0,,21376.0,0.0002157984,0.1,1.923809 +6122.8,5556.424,0.82122666,1419.753,1380000.0,972.0,86250.0,,21536.0,0.0002155424,0.1,1.2724571 +6175.1,5578.299,0.7639793,1419.8162,1390000.0,979.0,86875.0,,21696.0,0.0002152864,0.1,1.8739761 +6192.8,5600.2075,0.9479408,1419.8783,1400000.0,986.0,87500.0,,21856.0,0.0002150304,0.1,1.2443396 +6224.3,5621.5674,1.4348693,1419.9396,1410000.0,993.0,88125.0,,22016.0,0.0002147744,0.1,1.8686059 +6210.4,5641.9487,0.72555715,1418.5814,1420000.0,1001.0,88750.0,,22176.0,0.0002145184,0.1,1.3266116 +6213.3,5661.658,1.4320158,1417.2448,1430000.0,1009.0,89375.0,,22336.0,0.0002142624,0.1,1.730907 +6247.7,5681.819,1.0637581,1417.3229,1440000.0,1016.0,90000.0,,22496.0,0.0002140064,0.1,1.2879035 +6306.9,5703.098,0.8934609,1417.3998,1450000.0,1023.0,90625.0,,22656.0,0.0002137504,0.1,1.5651035 +6418.2,5724.9683,1.3630089,1418.8533,1460000.0,1029.0,91250.0,,22784.0,0.0002135456,0.1,1.2787132 +6365.6,5746.0513,1.0510234,1418.919,1470000.0,1036.0,91875.0,,22944.0,0.0002132896,0.1,1.2519896 +6449.0,5767.3457,0.9316414,1418.9836,1480000.0,1043.0,92500.0,,23104.0,0.0002130336,0.1,1.3833051 +6377.0,5787.529,2.7794907,1419.0476,1490000.0,1050.0,93125.0,,23264.0,0.0002127776,0.1,1.1284091 +6465.8,5809.163,1.1519364,1419.1107,1500000.0,1057.0,93750.0,,23424.0,0.0002125216,0.1,1.3636638 +6524.4,5831.707,1.6333071,1420.508,1510000.0,1063.0,94375.0,,23584.0,0.0002122656,0.1,1.1162809 +6573.4,5853.2725,1.5618228,1419.2344,1520000.0,1071.0,95000.0,,23744.0,0.0002120096,0.1,1.4810488 +6567.8,5873.9243,0.7931572,1419.295,1530000.0,1078.0,95625.0,,23904.0,0.0002117536,0.1,1.2751955 +6586.5,5894.2314,0.6122224,1418.0479,1540000.0,1086.0,96250.0,,24032.0,0.0002115488,0.1,1.3383425 +6552.8,5914.0938,1.5997648,1418.1152,1550000.0,1093.0,96875.0,,24192.0,0.0002112928,0.1,1.0887666 +6584.9,5933.1465,1.6639,1415.608,1560000.0,1102.0,97500.0,,24352.0,0.0002110368,0.1,1.3020017 +6589.4,5952.074,0.92025995,1415.6898,1570000.0,1109.0,98125.0,,24512.0,0.0002107808,0.1,1.7546386 +6550.6,5969.239,0.72356784,1414.5032,1580000.0,1117.0,98750.0,,24672.0,0.0002105248,0.1,1.6451938 +6409.5,5983.3076,1.6627285,1414.5907,1590000.0,1124.0,99375.0,,24832.0,0.0002102688,0.1,1.2254741 +6442.9,5997.45,2.4815836,1413.4276,1600000.0,1132.0,100000.0,,24992.0,0.0002100128,0.1,1.4512804 +6377.3,6010.075,1.2586026,1412.2808,1610000.0,1140.0,100625.0,,25152.0,0.0002097568,0.1,1.4493386 +6418.8,6022.976,1.0480827,1412.3801,1620000.0,1147.0,101250.0,,25312.0,0.0002095008,0.1,1.3145299 +6292.7,6033.489,0.5124646,1412.4784,1630000.0,1154.0,101875.0,,25440.0,0.000209296,0.1,1.5264614 +6267.9,6043.0195,1.4480824,1412.5753,1640000.0,1161.0,102500.0,,25600.0,0.00020904,0.1,1.4292237 +6229.6,6050.766,0.28778812,1412.6713,1650000.0,1168.0,103125.0,,25760.0,0.000208784,0.1,2.229691 +6247.5,6058.302,1.8271205,1413.9694,1660000.0,1174.0,103750.0,,25920.0,0.000208528,0.1,1.1163826 +6292.6,6065.964,0.4902182,1414.0559,1670000.0,1181.0,104375.0,,26080.0,0.000208272,0.1,1.7616612 +6292.8,6074.0312,1.3296747,1412.952,1680000.0,1189.0,105000.0,,26240.0,0.000208016,0.1,1.3437189 +6236.2,6080.9043,1.3856294,1413.0435,1690000.0,1196.0,105625.0,,26400.0,0.00020776,0.1,1.6475496 +6272.4,6087.875,0.7508939,1414.3094,1700000.0,1202.0,106250.0,,26560.0,0.000207504,0.1,0.95401704 +6325.6,6094.7983,1.537995,1414.3921,1710000.0,1209.0,106875.0,,26688.0,0.0002072992,0.1,1.0481772 +6485.0,6103.5757,0.6113793,1414.4736,1720000.0,1216.0,107500.0,,26848.0,0.0002070432,0.1,1.3989971 +6574.3,6113.8193,1.2702178,1413.3987,1730000.0,1224.0,108125.0,,27008.0,0.0002067872,0.1,1.288079 +6643.5,6124.108,1.0820434,1413.485,1740000.0,1231.0,108750.0,,27168.0,0.0002065312,0.1,1.3236737 +6685.6,6134.293,0.85363966,1414.713,1750000.0,1237.0,109375.0,,27328.0,0.0002062752,0.1,1.1624539 +6747.7,6144.92,0.72001874,1414.791,1760000.0,1244.0,110000.0,,27488.0,0.0002060192,0.1,1.4396641 +6805.1,6155.788,0.9309737,1414.8682,1770000.0,1251.0,110625.0,,27648.0,0.0002057632,0.1,1.1885138 +6846.5,6166.5444,0.71042687,1413.8204,1780000.0,1259.0,111250.0,,27808.0,0.0002055072,0.1,1.5038 +6881.3,6177.7563,1.1633,1415.0198,1790000.0,1265.0,111875.0,,27968.0,0.0002052512,0.1,1.1827061 +6905.8,6189.6113,1.4631399,1416.2078,1800000.0,1271.0,112500.0,,28096.0,0.0002050464,0.1,1.4555268 +6879.9,6201.477,2.132609,1415.1681,1810000.0,1279.0,113125.0,,28256.0,0.0002047904,0.1,1.2329055 +6878.5,6213.3613,0.7447455,1415.2411,1820000.0,1286.0,113750.0,,28416.0,0.0002045344,0.1,1.3662318 +6905.6,6224.252,1.1858149,1415.3132,1830000.0,1293.0,114375.0,,28576.0,0.0002042784,0.1,1.1746271 +6839.8,6233.667,1.5479589,1415.3846,1840000.0,1300.0,115000.0,,28736.0,0.0002040224,0.1,1.135953 +6739.8,6241.5493,1.4312742,1416.5391,1850000.0,1306.0,115625.0,,28896.0,0.0002037664,0.1,1.4936152 +6701.0,6247.94,1.1540735,1416.6031,1860000.0,1313.0,116250.0,,29056.0,0.0002035104,0.1,1.348349 +6629.6,6253.6704,0.49367553,1416.6666,1870000.0,1320.0,116875.0,,29216.0,0.0002032544,0.1,1.4192519 +6547.6,6257.5195,2.1066988,1416.7295,1880000.0,1327.0,117500.0,,29344.0,0.0002030496,0.1,0.9831803 +6529.1,6261.392,1.0260442,1416.7916,1890000.0,1334.0,118125.0,,29504.0,0.0002027936,0.1,1.5325518 +6485.4,6264.4233,1.2601767,1415.7974,1900000.0,1342.0,118750.0,,29664.0,0.0002025376,0.1,1.3108019 +6497.3,6268.006,0.86290514,1414.8148,1910000.0,1350.0,119375.0,,29824.0,0.0002022816,0.1,1.2801291 +6534.7,6272.1255,1.1217752,1413.8439,1920000.0,1358.0,120000.0,,29984.0,0.0002020256,0.1,1.0227351 +6513.0,6276.4336,1.8498445,1412.8843,1930000.0,1366.0,120625.0,,30144.0,0.0002017696,0.1,1.3749115 +6607.1,6281.757,1.0401291,1413.9941,1940000.0,1372.0,121250.0,,30304.0,0.0002015136,0.1,1.5227387 +6593.2,6287.1587,0.7328946,1414.0681,1950000.0,1379.0,121875.0,,30464.0,0.0002012576,0.1,1.2923548 +6672.0,6293.308,0.9947814,1413.1218,1960000.0,1387.0,122500.0,,30624.0,0.0002010016,0.1,1.0815141 +6654.5,6299.535,1.8876084,1414.2139,1970000.0,1393.0,123125.0,,30752.0,0.0002007968,0.1,1.2917469 +6618.2,6306.2305,1.3498809,1413.2762,1980000.0,1401.0,123750.0,,30912.0,0.0002005408,0.1,1.7977395 +6614.2,6313.2954,1.8979431,1413.3523,1990000.0,1408.0,124375.0,,31072.0,0.0002002848,0.1,1.2711611 +6666.5,6321.0537,0.85619605,1414.4271,2000000.0,1414.0,125000.0,,31232.0,0.0002000288,0.1,1.6040795 +6691.0,6328.799,0.9519604,1414.4968,2010000.0,1421.0,125625.0,,31392.0,0.0001997728,0.1,1.3335304 +6741.5,6337.52,0.9559639,1414.5658,2020000.0,1428.0,126250.0,,31552.0,0.0001995168,0.1,1.1805131 +6864.0,6347.608,0.4471534,1415.6206,2030000.0,1434.0,126875.0,,31712.0,0.0001992608,0.1,1.495074 +6894.7,6357.3394,0.84078974,1415.6836,2040000.0,1441.0,127500.0,,31872.0,0.0001990048,0.1,0.9663954 +6956.3,6367.635,1.592764,1415.7458,2050000.0,1448.0,128125.0,,32000.0,0.0001988,0.1,1.7626328 +6974.5,6378.6533,1.2522258,1415.8076,2060000.0,1455.0,128750.0,,32160.0,0.000198544,0.1,0.9991491 +7004.2,6389.8057,0.8863889,1416.8378,2070000.0,1461.0,129375.0,,32320.0,0.000198288,0.1,1.436306 +6988.3,6400.221,2.1609187,1416.8937,2080000.0,1468.0,130000.0,,32480.0,0.000198032,0.1,1.1422933 +6858.4,6409.75,1.0840191,1416.9491,2090000.0,1475.0,130625.0,,32640.0,0.000197776,0.1,1.4595925 +6841.1,6419.215,0.5565256,1417.004,2100000.0,1482.0,131250.0,,32800.0,0.00019752,0.1,1.1257284 +6887.7,6429.4287,0.8085031,1417.0585,2110000.0,1489.0,131875.0,,32960.0,0.000197264,0.1,1.0600768 +6946.5,6439.6,1.7827885,1416.1656,2120000.0,1497.0,132500.0,,33120.0,0.000197008,0.1,1.0465343 +6940.6,6449.699,2.1464002,1416.2234,2130000.0,1504.0,133125.0,,33280.0,0.000196752,0.1,1.401937 +6855.6,6459.3833,1.0796499,1416.2806,2140000.0,1511.0,133750.0,,33408.0,0.0001965472,0.1,1.381582 +6815.5,6468.2285,2.7117784,1417.2709,2150000.0,1517.0,134375.0,,33568.0,0.0001962912,0.1,1.0065749 +6780.0,6476.385,1.0696718,1417.3229,2160000.0,1524.0,135000.0,,33728.0,0.0001960352,0.1,1.4304492 +6756.7,6484.412,1.396112,1417.3743,2170000.0,1531.0,135625.0,,33888.0,0.0001957792,0.1,1.1853845 +6694.9,6492.216,0.89846665,1417.4252,2180000.0,1538.0,136250.0,,34048.0,0.0001955232,0.1,1.391707 +6614.4,6498.697,0.9257656,1417.4757,2190000.0,1545.0,136875.0,,34208.0,0.0001952672,0.1,1.4191315 +6593.4,6504.4536,0.92924345,1417.5258,2200000.0,1552.0,137500.0,,34368.0,0.0001950112,0.1,1.3983669 +6676.5,6511.0474,1.0126753,1417.5753,2210000.0,1559.0,138125.0,,34528.0,0.0001947552,0.1,1.27584 +6786.2,6518.634,0.7950728,1417.6245,2220000.0,1566.0,138750.0,,34656.0,0.0001945504,0.1,0.8191775 +6868.3,6526.677,1.9274808,1418.5751,2230000.0,1572.0,139375.0,,34816.0,0.0001942944,0.1,1.463215 +6837.4,6533.88,1.3301713,1418.6194,2240000.0,1579.0,140000.0,,34976.0,0.0001940384,0.1,1.0799819 +6893.2,6541.227,0.8994901,1419.5583,2250000.0,1585.0,140625.0,,35136.0,0.0001937824,0.1,1.3407478 +6954.8,6549.6562,0.40449882,1419.598,2260000.0,1592.0,141250.0,,35296.0,0.0001935264,0.1,1.0275629 +6974.3,6558.272,1.4120256,1419.6373,2270000.0,1599.0,141875.0,,35456.0,0.0001932704,0.1,1.2693312 +7036.8,6567.6934,1.0026797,1419.6763,2280000.0,1606.0,142500.0,,35616.0,0.0001930144,0.1,1.2786926 +6921.3,6576.0464,1.3397052,1419.7148,2290000.0,1613.0,143125.0,,35776.0,0.0001927584,0.1,1.5893452 +6894.5,6584.293,2.0259845,1419.753,2300000.0,1620.0,143750.0,,35936.0,0.0001925024,0.1,0.9746331 +6906.6,6592.3213,0.79618156,1420.6642,2310000.0,1626.0,144375.0,,36064.0,0.0001922976,0.1,1.2612786 +6960.2,6600.378,1.2949767,1420.6981,2320000.0,1633.0,145000.0,,36224.0,0.0001920416,0.1,0.94260085 +6915.4,6609.288,0.5701364,1421.5985,2330000.0,1639.0,145625.0,,36384.0,0.0001917856,0.1,1.4656241 +6930.9,6617.3467,1.770701,1421.6282,2340000.0,1646.0,146250.0,,36544.0,0.0001915296,0.1,1.0983812 +6918.0,6625.3623,1.6802864,1421.6576,2350000.0,1653.0,146875.0,,36704.0,0.0001912736,0.1,1.4226496 +6904.3,6633.1855,1.6392584,1421.6868,2360000.0,1660.0,147500.0,,36864.0,0.0001910176,0.1,1.2819135 +6873.8,6640.3813,1.8324865,1420.8633,2370000.0,1668.0,148125.0,,37024.0,0.0001907616,0.1,1.4566076 +6879.3,6647.9463,1.2606485,1420.8955,2380000.0,1675.0,148750.0,,37184.0,0.0001905056,0.1,1.2486084 +6826.7,6654.462,1.7791452,1421.7727,2390000.0,1681.0,149375.0,,37312.0,0.0001903008,0.1,1.330196 +6927.0,6661.804,2.9764836,1421.8009,2400000.0,1688.0,150000.0,,37472.0,0.0001900448,0.1,1.6262958 +6883.5,6668.3955,1.3771051,1421.8289,2410000.0,1695.0,150625.0,,37632.0,0.0001897888,0.1,1.5132471 +6928.8,6675.58,0.97576064,1421.8567,2420000.0,1702.0,151250.0,,37792.0,0.0001895328,0.1,1.6056392 +7061.0,6684.0566,0.7146089,1421.0526,2430000.0,1710.0,151875.0,,37952.0,0.0001892768,0.1,1.0652683 +7022.0,6691.8,1.9214898,1421.0833,2440000.0,1717.0,152500.0,,38112.0,0.0001890208,0.1,1.5542538 +6980.3,6698.5337,2.142729,1420.2898,2450000.0,1725.0,153125.0,,38272.0,0.0001887648,0.1,1.3119161 +7028.0,6704.632,1.5680909,1420.3234,2460000.0,1732.0,153750.0,,38432.0,0.0001885088,0.1,1.6236899 +7020.0,6711.176,1.0854449,1420.3566,2470000.0,1739.0,154375.0,,38592.0,0.0001882528,0.1,1.0958891 +6930.6,6715.9917,1.428094,1421.2035,2480000.0,1745.0,155000.0,,38720.0,0.000188048,0.1,1.8335894 +6957.7,6721.799,0.816189,1421.2329,2490000.0,1752.0,155625.0,,38880.0,0.000187792,0.1,1.2961667 +7032.4,6727.4644,0.7942994,1420.4546,2500000.0,1760.0,156250.0,,39040.0,0.000187536,0.1,1.3079286 +6986.2,6732.0825,1.81451,1419.6832,2510000.0,1768.0,156875.0,,39200.0,0.00018728,0.1,1.3601648 +6913.8,6735.4863,1.2089213,1418.1205,2520000.0,1777.0,157500.0,,39360.0,0.000187024,0.1,1.6392399 +6902.8,6738.837,0.7700314,1418.1614,2530000.0,1784.0,158125.0,,39520.0,0.000186768,0.1,1.067749 +6822.4,6741.196,1.8863748,1418.2021,2540000.0,1791.0,158750.0,,39680.0,0.000186512,0.1,1.3171091 +6857.1,6744.239,1.1612805,1418.2424,2550000.0,1798.0,159375.0,,39840.0,0.000186256,0.1,1.2490635 +6837.4,6746.763,0.8886513,1416.7128,2560000.0,1807.0,160000.0,,40000.0,0.000186,0.1,1.2585846 +6845.1,6749.321,0.6906323,1416.7585,2570000.0,1814.0,160625.0,,40128.0,0.0001857952,0.1,1.3398266 +6842.0,6752.235,1.4636662,1416.0264,2580000.0,1822.0,161250.0,,40288.0,0.0001855392,0.1,1.0382134 +6826.7,6756.4067,1.569764,1416.0743,2590000.0,1829.0,161875.0,,40448.0,0.0001852832,0.1,1.3432629 +6827.3,6760.2515,1.0230067,1415.3511,2600000.0,1837.0,162500.0,,40608.0,0.0001850272,0.1,1.0317271 +6795.1,6764.4287,0.6140321,1415.4012,2610000.0,1844.0,163125.0,,40768.0,0.0001847712,0.1,1.401712 +6792.1,6768.1626,0.4591134,1415.451,2620000.0,1851.0,163750.0,,40928.0,0.0001845152,0.1,1.055566 +6924.2,6774.4775,0.9155232,1415.5005,2630000.0,1858.0,164375.0,,41088.0,0.0001842592,0.1,1.3009293 +6919.3,6780.991,1.2699504,1416.309,2640000.0,1864.0,165000.0,,41248.0,0.0001840032,0.1,1.318439 +7019.5,6788.89,0.61875767,1416.3549,2650000.0,1871.0,165625.0,,41376.0,0.0001837984,0.1,1.1151628 +7133.2,6797.747,1.1863991,1416.4004,2660000.0,1878.0,166250.0,,41536.0,0.0001835424,0.1,1.2727139 +7201.5,6806.8364,1.0422953,1416.4457,2670000.0,1885.0,166875.0,,41696.0,0.0001832864,0.1,1.0488349 +7200.6,6815.9136,0.65909755,1416.4905,2680000.0,1892.0,167500.0,,41856.0,0.0001830304,0.1,1.2022429 +7172.0,6825.272,2.0724099,1417.2814,2690000.0,1898.0,168125.0,,42016.0,0.0001827744,0.1,1.1524937 +7221.4,6834.761,0.7292171,1417.3229,2700000.0,1905.0,168750.0,,42176.0,0.0001825184,0.1,1.4678316 +7213.5,6843.6406,1.628892,1418.1057,2710000.0,1911.0,169375.0,,42336.0,0.0001822624,0.1,1.34524 +7195.7,6850.7476,1.0568007,1418.1439,2720000.0,1918.0,170000.0,,42496.0,0.0001820064,0.1,1.1225673 +7143.8,6856.4424,1.0728902,1417.4454,2730000.0,1926.0,170625.0,,42656.0,0.0001817504,0.1,1.178702 +7149.3,6861.5005,2.27977,1418.2195,2740000.0,1932.0,171250.0,,42784.0,0.0001815456,0.1,1.3067901 +7160.6,6866.2515,1.5179791,1418.2568,2750000.0,1939.0,171875.0,,42944.0,0.0001812896,0.1,1.2882886 +7114.9,6869.924,3.3665695,1418.294,2760000.0,1946.0,172500.0,,43104.0,0.0001810336,0.1,1.0041605 +7025.9,6872.1313,0.9521746,1418.3308,2770000.0,1953.0,173125.0,,43264.0,0.0001807776,0.1,1.5294055 +6986.7,6873.5327,1.9788057,1418.3673,2780000.0,1960.0,173750.0,,43424.0,0.0001805216,0.1,0.7990124 +7037.2,6875.0913,0.98796684,1417.683,2790000.0,1968.0,174375.0,,43584.0,0.0001802656,0.1,1.3700415 +6927.7,6875.3105,2.731398,1417.004,2800000.0,1976.0,175000.0,,43744.0,0.0001800096,0.1,1.2504125 +6927.2,6875.7837,1.271008,1417.0449,2810000.0,1983.0,175625.0,,43904.0,0.0001797536,0.1,1.4538677 +7000.5,6877.003,2.2655144,1416.3737,2820000.0,1991.0,176250.0,,44032.0,0.0001795488,0.1,0.8873389 +6953.5,6877.4824,2.3887317,1416.4164,2830000.0,1998.0,176875.0,,44192.0,0.0001792928,0.1,1.151242 +7023.1,6879.3164,2.130192,1415.7527,2840000.0,2006.0,177500.0,,44352.0,0.0001790368,0.1,0.7933237 +7045.0,6882.3687,0.8779041,1415.0944,2850000.0,2014.0,178125.0,,44512.0,0.0001787808,0.1,1.3655617 +7149.5,6886.8535,2.7620263,1414.4412,2860000.0,2022.0,178750.0,,44672.0,0.0001785248,0.1,0.93087196 +7306.2,6893.619,0.88820034,1413.097,2870000.0,2031.0,179375.0,,44832.0,0.0001782688,0.1,1.3136191 +7377.8,6901.9214,1.7077973,1413.1501,2880000.0,2038.0,180000.0,,44992.0,0.0001780128,0.1,1.229567 +7370.5,6910.335,0.9655756,1413.2029,2890000.0,2045.0,180625.0,,45152.0,0.0001777568,0.1,1.1784148 +7368.2,6919.163,0.74297243,1413.2554,2900000.0,2052.0,181250.0,,45312.0,0.0001775008,0.1,1.0503032 +7349.8,6927.688,1.1022359,1413.3074,2910000.0,2059.0,181875.0,,45440.0,0.000177296,0.1,1.2187656 +7405.3,6936.3945,1.0726458,1413.3591,2920000.0,2066.0,182500.0,,45600.0,0.00017704,0.1,1.4818115 +7315.4,6944.418,1.1542321,1413.4105,2930000.0,2073.0,183125.0,,45760.0,0.000176784,0.1,1.5741923 +7403.4,6952.381,0.7878366,1412.7823,2940000.0,2081.0,183750.0,,45920.0,0.000176528,0.1,1.2957006 +7328.3,6959.732,1.5684981,1412.8352,2950000.0,2088.0,184375.0,,46080.0,0.000176272,0.1,1.4334846 +7322.2,6966.234,1.9295806,1412.8878,2960000.0,2095.0,185000.0,,46240.0,0.000176016,0.1,1.7731159 +7227.6,6971.965,1.8221684,1412.9401,2970000.0,2102.0,185625.0,,46400.0,0.00017576,0.1,1.1052283 +7252.4,6978.3066,0.7407575,1412.992,2980000.0,2109.0,186250.0,,46560.0,0.000175504,0.1,1.2334056 +7194.8,6984.1133,0.6952247,1413.7115,2990000.0,2115.0,186875.0,,46688.0,0.0001752992,0.1,1.1339848 +7172.5,6989.1733,1.0633659,1413.7606,3000000.0,2122.0,187500.0,,46848.0,0.0001750432,0.1,1.3857135 +7131.4,6993.5767,2.1908002,1413.8093,3010000.0,2129.0,188125.0,,47008.0,0.0001747872,0.1,1.3180089 +7111.2,6997.274,0.53616697,1413.196,3020000.0,2137.0,188750.0,,47168.0,0.0001745312,0.1,1.4154987 +7100.5,6999.639,2.0212958,1413.2462,3030000.0,2144.0,189375.0,,47328.0,0.0001742752,0.1,1.1512234 +7105.4,7001.7456,0.99124193,1413.9535,3040000.0,2150.0,190000.0,,47488.0,0.0001740192,0.1,1.4985566 +7055.9,7002.7417,0.97635484,1413.3457,3050000.0,2158.0,190625.0,,47648.0,0.0001737632,0.1,0.9551645 +7014.7,7003.143,2.5939422,1413.3949,3060000.0,2165.0,191250.0,,47808.0,0.0001735072,0.1,1.4245822 +7055.8,7003.66,1.7237065,1413.4438,3070000.0,2172.0,191875.0,,47968.0,0.0001732512,0.1,0.83937216 +7123.7,7005.014,1.3851397,1414.1414,3080000.0,2178.0,192500.0,,48096.0,0.0001730464,0.1,0.9723531 +7169.9,7008.129,0.6568509,1414.1876,3090000.0,2185.0,193125.0,,48256.0,0.0001727904,0.1,1.0515294 +7154.8,7011.2656,1.7984699,1414.2335,3100000.0,2192.0,193750.0,,48416.0,0.0001725344,0.1,0.95989466 +7236.2,7014.7505,0.96670026,1413.6364,3110000.0,2200.0,194375.0,,48576.0,0.0001722784,0.1,1.6531824 +7229.7,7017.583,0.489194,1413.0435,3120000.0,2208.0,195000.0,,48736.0,0.0001720224,0.1,0.9359051 +7233.4,7020.5107,0.9799416,1413.0925,3130000.0,2215.0,195625.0,,48896.0,0.0001717664,0.1,1.4913373 +7267.8,7024.6323,1.555662,1413.1414,3140000.0,2222.0,196250.0,,49056.0,0.0001715104,0.1,1.0835595 +7243.9,7028.916,0.95089924,1413.1898,3150000.0,2229.0,196875.0,,49216.0,0.0001712544,0.1,1.3216724 +7264.4,7033.7607,1.9648119,1413.2379,3160000.0,2236.0,197500.0,,49344.0,0.0001710496,0.1,1.1883821 +7334.2,7039.535,0.73973656,1413.2858,3170000.0,2243.0,198125.0,,49504.0,0.0001707936,0.1,0.96951216 +7372.9,7046.315,1.5729525,1412.7054,3180000.0,2251.0,198750.0,,49664.0,0.0001705376,0.1,1.1880366 +7483.1,7055.0024,0.473903,1412.7546,3190000.0,2258.0,199375.0,,49824.0,0.0001702816,0.1,1.4313029 +7551.5,7064.5845,1.501582,1412.8036,3200000.0,2265.0,200000.0,,49984.0,0.0001700256,0.1,1.3856158 +7520.3,7073.022,0.6850126,1412.2306,3210000.0,2273.0,200625.0,,50144.0,0.0001697696,0.1,1.3816763 +7559.8,7080.759,0.78198373,1412.2808,3220000.0,2280.0,201250.0,,50304.0,0.0001695136,0.1,1.1568129 +7611.7,7088.192,1.345565,1412.3306,3230000.0,2287.0,201875.0,,50464.0,0.0001692576,0.1,1.2462407 +7565.3,7095.471,2.0799956,1412.3801,3240000.0,2294.0,202500.0,,50624.0,0.0001690016,0.1,1.4812859 +7536.8,7101.9077,0.63287145,1412.4293,3250000.0,2301.0,203125.0,,50752.0,0.0001687968,0.1,1.1376562 +7528.4,7107.643,0.8128281,1411.8666,3260000.0,2309.0,203750.0,,50912.0,0.0001685408,0.1,0.9014852 +7528.6,7113.186,1.1685542,1410.6989,3270000.0,2318.0,204375.0,,51072.0,0.0001682848,0.1,1.3607421 +7542.0,7118.2373,0.73859215,1410.7527,3280000.0,2325.0,205000.0,,51232.0,0.0001680288,0.1,1.1775717 +7531.2,7124.337,0.99220955,1410.2014,3290000.0,2333.0,205625.0,,51392.0,0.0001677728,0.1,0.95127505 +7541.9,7130.8105,0.8651402,1409.654,3300000.0,2341.0,206250.0,,51552.0,0.0001675168,0.1,0.92087513 +7479.9,7136.543,1.1804743,1409.7104,3310000.0,2348.0,206875.0,,51712.0,0.0001672608,0.1,0.87896943 +7342.7,7140.3677,1.861376,1409.7665,3320000.0,2355.0,207500.0,,51872.0,0.0001670048,0.1,1.1242995 +7343.3,7144.6475,0.8312759,1409.8221,3330000.0,2362.0,208125.0,,52000.0,0.0001668,0.1,1.1507362 +7244.0,7147.779,1.2643403,1409.8776,3340000.0,2369.0,208750.0,,52160.0,0.000166544,0.1,1.0086589 +7169.6,7150.295,1.7159615,1409.3395,3350000.0,2377.0,209375.0,,52320.0,0.000166288,0.1,1.0996605 +7166.2,7152.9136,1.2136798,1409.396,3360000.0,2384.0,210000.0,,52480.0,0.000166032,0.1,1.0502875 +7173.8,7155.9136,1.183341,1409.4521,3370000.0,2391.0,210625.0,,52640.0,0.000165776,0.1,0.90254986 +7248.8,7159.6094,0.33633158,1409.5079,3380000.0,2398.0,211250.0,,52800.0,0.00016552,0.1,1.381067 +7255.7,7163.899,3.621832,1409.5634,3390000.0,2405.0,211875.0,,52960.0,0.000165264,0.1,1.0884974 +7227.2,7166.9004,1.0370296,1409.6185,3400000.0,2412.0,212500.0,,53120.0,0.000165008,0.1,1.6437967 +7266.0,7170.7256,0.58320445,1410.2565,3410000.0,2418.0,213125.0,,53280.0,0.000164752,0.1,1.0401897 +7325.6,7174.694,0.7523555,1410.8911,3420000.0,2424.0,213750.0,,53408.0,0.0001645472,0.1,1.3488736 +7230.5,7176.389,1.4087057,1410.942,3430000.0,2431.0,214375.0,,53568.0,0.0001642912,0.1,0.7990503 +7249.3,7178.662,0.89098114,1410.9927,3440000.0,2438.0,215000.0,,53728.0,0.0001640352,0.1,1.5056803 +7369.9,7182.558,2.31769,1411.043,3450000.0,2445.0,215625.0,,53888.0,0.0001637792,0.1,1.1752253 +7375.7,7186.035,1.2036221,1411.093,3460000.0,2452.0,216250.0,,54048.0,0.0001635232,0.1,1.0976439 +7411.3,7189.948,1.3496315,1411.1427,3470000.0,2459.0,216875.0,,54208.0,0.0001632672,0.1,1.0982208 +7433.6,7194.9775,1.3204409,1410.6202,3480000.0,2467.0,217500.0,,54368.0,0.0001630112,0.1,1.2483239 +7417.9,7199.58,3.1814628,1410.101,3490000.0,2475.0,218125.0,,54528.0,0.0001627552,0.1,1.0250195 +7421.1,7203.467,1.2584271,1410.1531,3500000.0,2482.0,218750.0,,54656.0,0.0001625504,0.1,1.4445558 +7342.7,7207.0317,0.61646515,1409.6385,3510000.0,2490.0,219375.0,,54816.0,0.0001622944,0.1,1.2974172 +7336.6,7211.26,1.0181342,1409.1273,3520000.0,2498.0,220000.0,,54976.0,0.0001620384,0.1,1.1002175 +7373.6,7215.9688,2.0062463,1408.6193,3530000.0,2506.0,220625.0,,55136.0,0.0001617824,0.1,1.2550141 +7312.7,7220.871,1.3981541,1408.6749,3540000.0,2513.0,221250.0,,55296.0,0.0001615264,0.1,1.3626101 +7376.8,7226.0684,1.5082344,1408.7301,3550000.0,2520.0,221875.0,,55456.0,0.0001612704,0.1,1.2574701 +7385.9,7231.553,0.7757194,1409.3429,3560000.0,2526.0,222500.0,,55616.0,0.0001610144,0.1,1.2128143 +7364.1,7236.743,1.5344089,1409.396,3570000.0,2533.0,223125.0,,55776.0,0.0001607584,0.1,1.4157159 +7243.3,7240.7563,1.5164206,1410.0039,3580000.0,2539.0,223750.0,,55936.0,0.0001605024,0.1,1.2815089 +7191.1,7244.4,1.8343458,1411.1636,3590000.0,2544.0,224375.0,,56064.0,0.0001602976,0.1,1.2719636 +7259.1,7248.7188,1.9471952,1411.2113,3600000.0,2551.0,225000.0,,56224.0,0.0001600416,0.1,1.3441904 +7260.2,7253.369,1.1474004,1411.2588,3610000.0,2558.0,225625.0,,56384.0,0.0001597856,0.1,1.2475741 +7300.3,7258.451,2.096532,1411.8564,3620000.0,2564.0,226250.0,,56544.0,0.0001595296,0.1,0.8746578 +7240.3,7261.612,0.8595923,1412.4514,3630000.0,2570.0,226875.0,,56704.0,0.0001592736,0.1,1.5053029 +7196.8,7264.3867,0.6049208,1413.0435,3640000.0,2576.0,227500.0,,56864.0,0.0001590176,0.1,1.1595327 +7198.9,7266.1807,1.3953398,1413.6328,3650000.0,2582.0,228125.0,,57024.0,0.0001587616,0.1,1.52497 +7250.6,7267.355,0.9523614,1414.7661,3660000.0,2587.0,228750.0,,57184.0,0.0001585056,0.1,1.151628 +7344.6,7268.786,1.3068634,1415.895,3670000.0,2592.0,229375.0,,57312.0,0.0001583008,0.1,1.3970171 +7256.4,7269.3438,1.4456975,1416.4742,3680000.0,2598.0,230000.0,,57472.0,0.0001580448,0.1,1.4747211 +7214.2,7269.7656,0.8263127,1417.0507,3690000.0,2604.0,230625.0,,57632.0,0.0001577888,0.1,1.1548221 +7359.6,7271.148,1.1472417,1417.0815,3700000.0,2611.0,231250.0,,57792.0,0.0001575328,0.1,1.4424427 +7398.8,7273.0015,1.5863427,1417.6538,3710000.0,2617.0,231875.0,,57952.0,0.0001572768,0.1,1.3871871 +7416.7,7275.2104,1.8388057,1418.2234,3720000.0,2623.0,232500.0,,58112.0,0.0001570208,0.1,1.3252729 +7415.2,7277.925,1.8411076,1418.7904,3730000.0,2629.0,233125.0,,58272.0,0.0001567648,0.1,1.4008583 +7373.9,7280.1704,2.3476222,1419.3549,3740000.0,2635.0,233750.0,,58432.0,0.0001565088,0.1,1.4371138 +7397.6,7282.5405,1.5310888,1419.9167,3750000.0,2641.0,234375.0,,58592.0,0.0001562528,0.1,1.3820152 +7384.7,7285.239,0.97003555,1420.476,3760000.0,2647.0,235000.0,,58720.0,0.000156048,0.1,0.9907739 +7483.0,7289.81,0.83243483,1421.0328,3770000.0,2653.0,235625.0,,58880.0,0.000155792,0.1,1.3453245 +7611.2,7296.055,1.3137776,1421.0526,3780000.0,2660.0,236250.0,,59040.0,0.000155536,0.1,1.2472537 +7631.7,7301.9995,2.4798536,1421.6053,3790000.0,2666.0,236875.0,,59200.0,0.00015528,0.1,1.4554918 +7590.6,7308.629,1.4657698,1422.1556,3800000.0,2672.0,237500.0,,59360.0,0.000155024,0.1,1.234597 +7580.5,7315.162,0.67391163,1422.7035,3810000.0,2678.0,238125.0,,59520.0,0.000154768,0.1,1.303455 +7614.8,7321.305,1.6761308,1423.2489,3820000.0,2684.0,238750.0,,59680.0,0.000154512,0.1,1.1601001 +7642.7,7328.1973,0.66112274,1423.7919,3830000.0,2690.0,239375.0,,59840.0,0.000154256,0.1,1.1458924 +7629.1,7334.2573,1.1841516,1424.8608,3840000.0,2695.0,240000.0,,60000.0,0.000154,0.1,1.1041532 +7613.2,7339.9395,0.91855514,1425.398,3850000.0,2701.0,240625.0,,60128.0,0.0001537952,0.1,1.4506768 +7566.2,7344.1055,1.3638093,1426.4597,3860000.0,2706.0,241250.0,,60288.0,0.0001535392,0.1,1.3475453 +7450.8,7345.552,1.6955967,1426.9912,3870000.0,2712.0,241875.0,,60448.0,0.0001532832,0.1,0.9652678 +7479.9,7346.5723,2.2409801,1427.5203,3880000.0,2718.0,242500.0,,60608.0,0.0001530272,0.1,1.4030513 +7473.5,7347.6025,1.4160738,1427.523,3890000.0,2725.0,243125.0,,60768.0,0.0001527712,0.1,1.238795 +7306.2,7346.9824,0.6376845,1428.0483,3900000.0,2731.0,243750.0,,60928.0,0.0001525152,0.1,1.4682662 +7209.0,7345.574,1.2622081,1429.0936,3910000.0,2736.0,244375.0,,61088.0,0.0001522592,0.1,1.0484377 +7252.9,7344.051,1.4227833,1429.6134,3920000.0,2742.0,245000.0,,61248.0,0.0001520032,0.1,1.3655019 +7205.3,7342.95,1.0693237,1430.131,3930000.0,2748.0,245625.0,,61376.0,0.0001517984,0.1,1.2798281 +7210.1,7341.017,1.5224028,1431.166,3940000.0,2753.0,246250.0,,61536.0,0.0001515424,0.1,1.1526995 +7271.5,7340.449,0.7239683,1431.6781,3950000.0,2759.0,246875.0,,61696.0,0.0001512864,0.1,1.4350853 +7293.0,7340.1577,1.7609029,1432.1881,3960000.0,2765.0,247500.0,,61856.0,0.0001510304,0.1,1.2355907 +7263.2,7340.513,0.9031642,1432.6958,3970000.0,2771.0,248125.0,,62016.0,0.0001507744,0.1,1.6606331 +7269.5,7340.6846,1.2564949,1432.6854,3980000.0,2778.0,248750.0,,62176.0,0.0001505184,0.1,0.99934554 +7292.6,7341.662,0.5207253,1433.1897,3990000.0,2784.0,249375.0,,62336.0,0.0001502624,0.1,1.8425133 +7404.0,7343.9775,1.2553654,1433.6918,4000000.0,2790.0,250000.0,,62496.0,0.0001500064,0.1,1.0674455 +7304.3,7345.707,1.8330249,1434.1917,4010000.0,2796.0,250625.0,,62656.0,0.0001497504,0.1,1.475069 +7230.6,7346.9004,1.4595623,1435.2017,4020000.0,2801.0,251250.0,,62784.0,0.0001495456,0.1,1.2326432 +7270.5,7348.6006,1.8028594,1435.6965,4030000.0,2807.0,251875.0,,62944.0,0.0001492896,0.1,1.3360682 +7322.8,7350.775,1.1212219,1436.1891,4040000.0,2813.0,252500.0,,63104.0,0.0001490336,0.1,1.6215003 +7244.6,7352.662,0.6687138,1436.6797,4050000.0,2819.0,253125.0,,63264.0,0.0001487776,0.1,1.8865838 +7218.5,7354.699,0.741181,1437.1681,4060000.0,2825.0,253750.0,,63424.0,0.0001485216,0.1,1.2917821 +7206.2,7356.203,0.6051345,1437.6545,4070000.0,2831.0,254375.0,,63584.0,0.0001482656,0.1,1.3822532 +7071.0,7355.676,2.0750825,1437.6321,4080000.0,2838.0,255000.0,,63744.0,0.0001480096,0.1,1.1906558 +7074.8,7354.725,1.0222925,1438.1154,4090000.0,2844.0,255625.0,,63904.0,0.0001477536,0.1,1.45082 +7111.0,7354.287,0.8975145,1438.5964,4100000.0,2850.0,256250.0,,64032.0,0.0001475488,0.1,1.2008586 +7137.0,7353.2954,1.8494965,1438.5719,4110000.0,2857.0,256875.0,,64192.0,0.0001472928,0.1,1.5956535 +7147.9,7352.477,1.3794603,1438.5475,4120000.0,2864.0,257500.0,,64352.0,0.0001470368,0.1,1.2128304 +7122.6,7351.3687,0.5610763,1439.0244,4130000.0,2870.0,258125.0,,64512.0,0.0001467808,0.1,1.3867247 +7208.5,7350.7764,0.90845275,1439.4993,4140000.0,2876.0,258750.0,,64672.0,0.0001465248,0.1,1.2375984 +7259.3,7350.9307,1.9022198,1439.9723,4150000.0,2882.0,259375.0,,64832.0,0.0001462688,0.1,1.341266 +7369.6,7351.983,1.1100562,1439.9446,4160000.0,2889.0,260000.0,,64992.0,0.0001460128,0.1,1.7004606 +7277.5,7351.4155,2.141556,1440.4146,4170000.0,2895.0,260625.0,,65152.0,0.0001457568,0.1,1.3214743 +7293.4,7350.6206,1.1089635,1440.8824,4180000.0,2901.0,261250.0,,65312.0,0.0001455008,0.1,1.2272658 +7371.1,7349.5,1.4237411,1441.3485,4190000.0,2907.0,261875.0,,65440.0,0.000145296,0.1,1.1053312 +7428.1,7348.266,1.0453954,1441.8126,4200000.0,2913.0,262500.0,,65600.0,0.00014504,0.1,1.2737377 +7462.8,7347.692,1.163068,1442.769,4210000.0,2918.0,263125.0,,65760.0,0.000144784,0.1,1.1700559 +7548.2,7347.5757,0.6496048,1443.2284,4220000.0,2924.0,263750.0,,65920.0,0.000144528,0.1,1.4432365 +7490.1,7346.36,1.165036,1443.686,4230000.0,2930.0,264375.0,,66080.0,0.000144272,0.1,1.599828 +7426.4,7344.97,1.6162962,1444.1417,4240000.0,2936.0,265000.0,,66240.0,0.000144016,0.1,1.4415909 +7427.9,7343.881,1.1110926,1444.5955,4250000.0,2942.0,265625.0,,66400.0,0.00014376,0.1,1.3040565 +7507.4,7343.6704,0.90353435,1445.0475,4260000.0,2948.0,266250.0,,66560.0,0.000143504,0.1,1.09466 +7440.7,7342.791,1.0273596,1445.4977,4270000.0,2954.0,266875.0,,66688.0,0.0001432992,0.1,1.402335 +7481.5,7342.187,1.6862268,1445.9459,4280000.0,2960.0,267500.0,,66848.0,0.0001430432,0.1,1.5356891 +7421.9,7341.0933,0.68548596,1446.3925,4290000.0,2966.0,268125.0,,67008.0,0.0001427872,0.1,1.2151061 +7491.5,7340.5894,1.4599531,1446.8372,4300000.0,2972.0,268750.0,,67168.0,0.0001425312,0.1,1.4334446 +7578.6,7341.5776,1.2481344,1447.28,4310000.0,2978.0,269375.0,,67328.0,0.0001422752,0.1,1.5855446 +7586.7,7344.017,2.02006,1447.7212,4320000.0,2984.0,270000.0,,67488.0,0.0001420192,0.1,1.1341021 +7568.6,7346.2705,1.6256373,1448.645,4330000.0,2989.0,270625.0,,67648.0,0.0001417632,0.1,1.4498615 +7516.6,7348.997,2.29733,1448.5981,4340000.0,2996.0,271250.0,,67808.0,0.0001415072,0.1,1.1260352 +7544.9,7352.7495,1.4420772,1449.0339,4350000.0,3002.0,271875.0,,67968.0,0.0001412512,0.1,1.438459 +7518.0,7356.2676,1.2984127,1449.4681,4360000.0,3008.0,272500.0,,68096.0,0.0001410464,0.1,1.2327994 +7583.5,7360.364,2.159009,1449.4196,4370000.0,3015.0,273125.0,,68256.0,0.0001407904,0.1,1.6155471 +7551.1,7363.3877,1.5245947,1449.8511,4380000.0,3021.0,273750.0,,68416.0,0.0001405344,0.1,0.91363955 +7386.4,7364.694,2.700952,1450.2808,4390000.0,3027.0,274375.0,,68576.0,0.0001402784,0.1,1.6477177 +7437.9,7366.8013,2.3118544,1450.7089,4400000.0,3033.0,275000.0,,68736.0,0.0001400224,0.1,1.2074342 +7394.9,7368.09,1.6987641,1451.1353,4410000.0,3039.0,275625.0,,68896.0,0.0001397664,0.1,1.2700655 +7454.4,7369.3774,1.4629853,1451.5599,4420000.0,3045.0,276250.0,,69056.0,0.0001395104,0.1,1.0452614 +7518.2,7372.2544,0.7471037,1451.9829,4430000.0,3051.0,276875.0,,69216.0,0.0001392544,0.1,1.4641283 +7563.1,7375.393,1.1021855,1452.8796,4440000.0,3056.0,277500.0,,69344.0,0.0001390496,0.1,1.6131482 +7563.6,7377.3306,2.0226746,1453.7733,4450000.0,3061.0,278125.0,,69504.0,0.0001387936,0.1,1.3160591 +7461.4,7378.1875,0.82918584,1454.1898,4460000.0,3067.0,278750.0,,69664.0,0.0001385376,0.1,1.2294445 +7347.5,7377.5493,0.984819,1454.6046,4470000.0,3073.0,279375.0,,69824.0,0.0001382816,0.1,0.9515152 +7400.7,7377.219,0.8819529,1455.0178,4480000.0,3079.0,280000.0,,69984.0,0.0001380256,0.1,1.3904961 +7338.7,7376.4277,0.81873757,1455.4294,4490000.0,3085.0,280625.0,,70144.0,0.0001377696,0.1,1.4884989 +7349.6,7375.713,0.9499548,1455.8395,4500000.0,3091.0,281250.0,,70304.0,0.0001375136,0.1,1.5185773 +7304.4,7375.33,2.1518207,1456.2479,4510000.0,3097.0,281875.0,,70464.0,0.0001372576,0.1,1.1739246 +7367.9,7375.643,1.5075597,1456.6549,4520000.0,3103.0,282500.0,,70624.0,0.0001370016,0.1,1.385745 +7483.0,7376.737,0.9024232,1457.0602,4530000.0,3109.0,283125.0,,70752.0,0.0001367968,0.1,1.2532582 +7480.0,7378.41,0.9917658,1457.4639,4540000.0,3115.0,283750.0,,70912.0,0.0001365408,0.1,1.3540605 +7411.1,7378.753,1.2179633,1457.8661,4550000.0,3121.0,284375.0,,71072.0,0.0001362848,0.1,1.1616008 +7433.6,7379.2314,0.9788859,1457.8005,4560000.0,3128.0,285000.0,,71232.0,0.0001360288,0.1,1.2617404 +7329.3,7378.8833,2.3262448,1458.2004,4570000.0,3134.0,285625.0,,71392.0,0.0001357728,0.1,1.459842 +7296.1,7379.411,1.063764,1458.1344,4580000.0,3141.0,286250.0,,71552.0,0.0001355168,0.1,1.6296296 +7412.6,7381.6265,0.8144964,1458.532,4590000.0,3147.0,286875.0,,71712.0,0.0001352608,0.1,1.3691605 +7523.7,7384.272,1.0100161,1458.4655,4600000.0,3154.0,287500.0,,71872.0,0.0001350048,0.1,1.2934346 +7448.6,7386.156,0.8160233,1458.8607,4610000.0,3160.0,288125.0,,72000.0,0.0001348,0.1,1.2440921 +7418.1,7387.334,2.9982877,1459.2546,4620000.0,3166.0,288750.0,,72160.0,0.000134544,0.1,1.3574374 +7468.7,7389.6177,1.1882291,1459.1869,4630000.0,3173.0,289375.0,,72320.0,0.000134288,0.1,1.4176779 +7520.5,7392.8545,1.5172236,1459.1195,4640000.0,3180.0,290000.0,,72480.0,0.000134032,0.1,1.4031506 +7546.9,7396.3345,0.81093514,1459.5104,4650000.0,3186.0,290625.0,,72640.0,0.000133776,0.1,1.1424856 +7406.5,7397.893,0.4220371,1459.8998,4660000.0,3192.0,291250.0,,72800.0,0.00013352,0.1,1.3198867 +7442.5,7398.872,1.4684278,1460.2877,4670000.0,3198.0,291875.0,,72960.0,0.000133264,0.1,1.0661795 +7483.6,7401.1445,0.62984234,1460.6742,4680000.0,3204.0,292500.0,,73120.0,0.000133008,0.1,0.94417 +7553.2,7404.534,1.2556137,1461.0592,4690000.0,3210.0,293125.0,,73280.0,0.000132752,0.1,1.2776787 +7457.2,7405.51,1.7757703,1461.4427,4700000.0,3216.0,293750.0,,73408.0,0.0001325472,0.1,1.3588006 +7427.8,7405.8,1.8639942,1461.825,4710000.0,3222.0,294375.0,,73568.0,0.0001322912,0.1,1.2867804 +7286.8,7404.5015,0.8337239,1461.7528,4720000.0,3229.0,295000.0,,73728.0,0.0001320352,0.1,1.6072322 +7288.8,7403.2373,1.954384,1462.5851,4730000.0,3234.0,295625.0,,73888.0,0.0001317792,0.1,1.3566339 +7275.8,7402.257,1.5776287,1462.5116,4740000.0,3241.0,296250.0,,74048.0,0.0001315232,0.1,1.808108 +7263.9,7400.9194,3.300765,1463.3395,4750000.0,3246.0,296875.0,,74208.0,0.0001312672,0.1,1.2784913 +7232.4,7399.3955,1.136673,1463.7146,4760000.0,3252.0,297500.0,,74368.0,0.0001310112,0.1,1.6332588 +7195.4,7396.5195,1.0287395,1464.0884,4770000.0,3258.0,298125.0,,74528.0,0.0001307552,0.1,1.2249472 +7186.7,7392.2744,2.3204343,1464.9095,4780000.0,3263.0,298750.0,,74656.0,0.0001305504,0.1,1.4523492 +7321.3,7389.1704,2.6147504,1465.2799,4790000.0,3269.0,299375.0,,74816.0,0.0001302944,0.1,1.246307 +7232.1,7385.5854,1.7323459,1465.6488,4800000.0,3275.0,300000.0,,74976.0,0.0001300384,0.1,1.2893679 +7256.7,7382.348,2.3713152,1466.4634,4810000.0,3280.0,300625.0,,75136.0,0.0001297824,0.1,1.2497025 +7224.7,7378.447,1.9364694,1466.3827,4820000.0,3287.0,301250.0,,75296.0,0.0001295264,0.1,1.338701 +7285.0,7374.87,1.798325,1466.7477,4830000.0,3293.0,301875.0,,75456.0,0.0001292704,0.1,1.3412333 +7327.5,7371.8535,1.0492649,1467.1112,4840000.0,3299.0,302500.0,,75616.0,0.0001290144,0.1,1.2127864 +7452.4,7370.2456,0.6195385,1467.4735,4850000.0,3305.0,303125.0,,75776.0,0.0001287584,0.1,1.5157585 +7502.1,7369.605,1.4675059,1467.8345,4860000.0,3311.0,303750.0,,75936.0,0.0001285024,0.1,1.4341339 +7538.6,7370.483,0.90534174,1468.637,4870000.0,3316.0,304375.0,,76064.0,0.0001282976,0.1,1.4324234 +7516.1,7370.8457,1.8828655,1468.9946,4880000.0,3322.0,305000.0,,76224.0,0.0001280416,0.1,1.4243033 +7541.7,7371.5273,0.93681645,1469.351,4890000.0,3328.0,305625.0,,76384.0,0.0001277856,0.1,1.5331378 +7607.6,7374.541,1.9557531,1469.706,4900000.0,3334.0,306250.0,,76544.0,0.0001275296,0.1,1.4107647 +7645.1,7378.9023,1.690139,1470.0599,4910000.0,3340.0,306875.0,,76704.0,0.0001272736,0.1,1.042419 +7623.2,7382.605,1.4787097,1470.4125,4920000.0,3346.0,307500.0,,76864.0,0.0001270176,0.1,1.0648854 +7596.6,7386.5186,0.83192366,1470.7637,4930000.0,3352.0,308125.0,,77024.0,0.0001267616,0.1,1.2316595 +7580.6,7390.223,0.79128784,1471.1138,4940000.0,3358.0,308750.0,,77184.0,0.0001265056,0.1,1.1871856 +7571.2,7393.22,1.4116652,1471.4625,4950000.0,3364.0,309375.0,,77312.0,0.0001263008,0.1,1.2829579 +7511.8,7395.4087,0.97669625,1471.81,4960000.0,3370.0,310000.0,,77472.0,0.0001260448,0.1,1.9831611 +7538.4,7398.16,2.9833663,1471.7205,4970000.0,3377.0,310625.0,,77632.0,0.0001257888,0.1,1.3216069 +7438.8,7399.853,1.0550966,1472.5015,4980000.0,3382.0,311250.0,,77792.0,0.0001255328,0.1,1.505295 +7381.2,7400.7393,1.1859583,1472.4108,4990000.0,3389.0,311875.0,,77952.0,0.0001252768,0.1,1.065608 +7422.8,7400.927,0.89469445,1472.754,5000000.0,3395.0,312500.0,,78112.0,0.0001250208,0.1,1.0743263 +7579.2,7403.6763,2.0268042,1473.0962,5010000.0,3401.0,313125.0,,78272.0,0.0001247648,0.1,1.3384176 +7563.6,7407.0063,1.8633612,1473.8696,5020000.0,3406.0,313750.0,,78432.0,0.0001245088,0.1,1.2538829 +7510.0,7409.402,0.9995645,1474.2086,5030000.0,3412.0,314375.0,,78592.0,0.0001242528,0.1,1.4111121 +7448.2,7410.656,2.3218822,1474.978,5040000.0,3417.0,315000.0,,78720.0,0.000124048,0.1,1.3061665 +7481.5,7413.0244,1.8849399,1475.3141,5050000.0,3423.0,315625.0,,78880.0,0.000123792,0.1,1.4234028 +7479.2,7415.6313,1.5383326,1475.6489,5060000.0,3429.0,316250.0,,79040.0,0.000123536,0.1,1.2108207 +7567.0,7419.2393,0.70106703,1476.4124,5070000.0,3434.0,316875.0,,79200.0,0.00012328,0.1,1.0243106 +7652.1,7425.051,1.488023,1476.7441,5080000.0,3440.0,317500.0,,79360.0,0.000123024,0.1,1.3182051 +7706.8,7431.3706,1.5036136,1477.0748,5090000.0,3446.0,318125.0,,79520.0,0.000122768,0.1,1.386101 +7678.7,7437.0474,2.506987,1477.4044,5100000.0,3452.0,318750.0,,79680.0,0.000122512,0.1,1.0369165 +7645.6,7442.134,0.87925494,1477.7328,5110000.0,3458.0,319375.0,,79840.0,0.000122256,0.1,1.6968089 +7625.8,7446.9126,1.6670207,1478.4868,5120000.0,3463.0,320000.0,,80000.0,0.000122,0.1,1.4661865 +7605.2,7451.739,1.0690348,1478.8124,5130000.0,3469.0,320625.0,,80128.0,0.0001217952,0.1,1.4099556 +7470.0,7454.3535,1.9757851,1479.1367,5140000.0,3475.0,321250.0,,80288.0,0.0001215392,0.1,1.1052054 +7489.3,7456.654,2.009416,1479.46,5150000.0,3481.0,321875.0,,80448.0,0.0001212832,0.1,1.3132573 +7462.3,7457.5806,1.7469777,1479.7821,5160000.0,3487.0,322500.0,,80608.0,0.0001210272,0.1,1.047607 +7537.3,7460.1787,0.7464943,1480.103,5170000.0,3493.0,323125.0,,80768.0,0.0001207712,0.1,1.2931361 +7631.0,7463.554,1.0664296,1480.423,5180000.0,3499.0,323750.0,,80928.0,0.0001205152,0.1,1.2163135 +7617.4,7466.0176,1.4177983,1480.3195,5190000.0,3506.0,324375.0,,81088.0,0.0001202592,0.1,1.1837976 +7657.2,7468.3076,0.9394183,1481.0596,5200000.0,3511.0,325000.0,,81248.0,0.0001200032,0.1,1.3795189 +7602.8,7469.7075,1.243856,1481.3762,5210000.0,3517.0,325625.0,,81376.0,0.0001197984,0.1,1.0072618 +7564.9,7469.8745,1.1236675,1482.1124,5220000.0,3522.0,326250.0,,81536.0,0.0001195424,0.1,1.3161619 +7625.6,7471.23,1.3471923,1482.4263,5230000.0,3528.0,326875.0,,81696.0,0.0001192864,0.1,1.1784061 +7726.6,7474.2324,2.315594,1482.7391,5240000.0,3534.0,327500.0,,81856.0,0.0001190304,0.1,1.2503071 +7782.9,7477.7827,1.4300932,1483.0509,5250000.0,3540.0,328125.0,,82016.0,0.0001187744,0.1,1.1641297 +7837.1,7481.0796,1.9496278,1483.3616,5260000.0,3546.0,328750.0,,82176.0,0.0001185184,0.1,1.3383378 +7829.8,7484.9707,1.7398813,1484.089,5270000.0,3551.0,329375.0,,82336.0,0.0001182624,0.1,1.01425 +7903.4,7489.1895,2.4954765,1484.397,5280000.0,3557.0,330000.0,,82496.0,0.0001180064,0.1,1.3512993 +7833.9,7493.3096,1.3086138,1484.7039,5290000.0,3563.0,330625.0,,82656.0,0.0001177504,0.1,1.1591889 +7803.5,7496.4287,1.518853,1485.0098,5300000.0,3569.0,331250.0,,82784.0,0.0001175456,0.1,1.4367614 +7683.1,7497.4736,1.738476,1485.7302,5310000.0,3574.0,331875.0,,82944.0,0.0001172896,0.1,1.3247578 +7612.5,7497.7324,0.45452505,1485.6185,5320000.0,3581.0,332500.0,,83104.0,0.0001170336,0.1,1.3853787 +7607.3,7498.119,1.4144212,1485.9214,5330000.0,3587.0,333125.0,,83264.0,0.0001167776,0.1,1.352567 +7624.4,7499.197,2.0148666,1486.2233,5340000.0,3593.0,333750.0,,83424.0,0.0001165216,0.1,1.3734922 +7624.8,7499.9956,1.7778189,1486.524,5350000.0,3599.0,334375.0,,83584.0,0.0001162656,0.1,1.5075572 +7589.3,7500.7095,1.2229763,1486.4115,5360000.0,3606.0,335000.0,,83744.0,0.0001160096,0.1,1.14452 +7586.1,7500.735,1.8074236,1486.7109,5370000.0,3612.0,335625.0,,83904.0,0.0001157536,0.1,1.6120867 +7452.2,7499.7456,2.0888753,1487.0094,5380000.0,3618.0,336250.0,,84032.0,0.0001155488,0.1,1.1802464 +7459.9,7500.4805,1.3831109,1487.3069,5390000.0,3624.0,336875.0,,84192.0,0.0001152928,0.1,1.6135855 +7527.2,7501.3735,1.627382,1487.6033,5400000.0,3630.0,337500.0,,84352.0,0.0001150368,0.1,1.3450115 +7490.3,7502.3276,0.826416,1487.4897,5410000.0,3637.0,338125.0,,84512.0,0.0001147808,0.1,1.4054458 +7547.1,7503.255,1.3259684,1487.7848,5420000.0,3643.0,338750.0,,84672.0,0.0001145248,0.1,1.302903 +7392.0,7501.993,2.0644252,1488.079,5430000.0,3649.0,339375.0,,84832.0,0.0001142688,0.1,0.9689987 +7482.0,7501.1826,1.3203036,1487.965,5440000.0,3656.0,340000.0,,84992.0,0.0001140128,0.1,1.4827714 +7582.8,7501.3745,0.75440556,1488.2578,5450000.0,3662.0,340625.0,,85152.0,0.0001137568,0.1,1.3533647 +7560.8,7502.368,0.8410757,1488.5496,5460000.0,3668.0,341250.0,,85312.0,0.0001135008,0.1,1.4974635 +7487.9,7503.772,1.6679679,1489.2458,5470000.0,3673.0,341875.0,,85440.0,0.000113296,0.1,1.294591 +7405.1,7503.8164,2.4978912,1489.1305,5480000.0,3680.0,342500.0,,85600.0,0.00011304,0.1,0.9341537 +7432.7,7504.7563,2.1387005,1489.0155,5490000.0,3687.0,343125.0,,85760.0,0.000112784,0.1,1.3322494 +7447.9,7505.7383,1.1968614,1488.9009,5500000.0,3694.0,343750.0,,85920.0,0.000112528,0.1,1.5147989 +7525.2,7507.9463,0.7108379,1489.1892,5510000.0,3700.0,344375.0,,86080.0,0.000112272,0.1,1.0105201 +7605.7,7510.324,0.60889614,1489.4766,5520000.0,3706.0,345000.0,,86240.0,0.000112016,0.1,1.3474355 +7586.7,7511.362,1.778276,1489.763,5530000.0,3712.0,345625.0,,86400.0,0.00011176,0.1,1.5272095 +7651.2,7513.0737,1.7800026,1490.0485,5540000.0,3718.0,346250.0,,86560.0,0.000111504,0.1,1.6596682 +7643.4,7515.397,0.9899886,1490.7333,5550000.0,3723.0,346875.0,,86688.0,0.0001112992,0.1,0.9324386 +7710.9,7518.1694,1.0420078,1491.0164,5560000.0,3729.0,347500.0,,86848.0,0.0001110432,0.1,1.5436497 +7773.8,7522.615,2.2838905,1491.2986,5570000.0,3735.0,348125.0,,87008.0,0.0001107872,0.1,1.2132338 +7632.1,7525.975,0.5556144,1491.9786,5580000.0,3740.0,348750.0,,87168.0,0.0001105312,0.1,2.0904098 +7586.6,7527.716,1.491654,1491.8601,5590000.0,3747.0,349375.0,,87328.0,0.0001102752,0.1,1.2290595 +7579.5,7528.274,1.2299613,1492.5374,5600000.0,3752.0,350000.0,,87488.0,0.0001100192,0.1,1.9114246 +7579.6,7529.584,1.7618948,1492.8153,5610000.0,3758.0,350625.0,,87648.0,0.0001097632,0.1,1.3379192 +7642.9,7531.831,0.7963915,1493.4893,5620000.0,3763.0,351250.0,,87808.0,0.0001095072,0.1,1.548553 +7645.0,7533.5938,1.7912383,1493.7649,5630000.0,3769.0,351875.0,,87968.0,0.0001092512,0.1,1.3299438 +7561.1,7534.0005,0.91545904,1494.4357,5640000.0,3774.0,352500.0,,88096.0,0.0001090464,0.1,0.9215456 +7599.8,7534.5293,1.2758763,1494.709,5650000.0,3780.0,353125.0,,88256.0,0.0001087904,0.1,1.5587449 +7577.2,7536.2363,2.2870128,1494.9816,5660000.0,3786.0,353750.0,,88416.0,0.0001085344,0.1,1.2150464 +7537.7,7537.188,0.9960744,1495.2532,5670000.0,3792.0,354375.0,,88576.0,0.0001082784,0.1,1.4124227 +7510.9,7537.4604,1.2054203,1495.5239,5680000.0,3798.0,355000.0,,88736.0,0.0001080224,0.1,1.0678937 +7577.9,7537.7075,0.65219706,1496.1873,5690000.0,3803.0,355625.0,,88896.0,0.0001077664,0.1,1.346417 +7572.2,7538.8574,1.349252,1496.4558,5700000.0,3809.0,356250.0,,89056.0,0.0001075104,0.1,1.2103195 +7672.0,7541.2993,1.2520036,1497.1158,5710000.0,3814.0,356875.0,,89216.0,0.0001072544,0.1,1.4814734 +7729.3,7545.725,2.0533469,1497.7743,5720000.0,3819.0,357500.0,,89344.0,0.0001070496,0.1,1.4369779 +7794.2,7550.7793,1.2490373,1498.0392,5730000.0,3825.0,358125.0,,89504.0,0.0001067936,0.1,1.1726685 +7819.0,7556.2114,1.6563691,1498.3033,5740000.0,3831.0,358750.0,,89664.0,0.0001065376,0.1,1.2764363 +7696.8,7560.5405,1.2848018,1498.5665,5750000.0,3837.0,359375.0,,89824.0,0.0001062816,0.1,1.4566336 +7686.3,7565.0796,2.0378597,1498.829,5760000.0,3843.0,360000.0,,89984.0,0.0001060256,0.1,1.3334997 +7602.8,7569.1533,0.72773653,1499.0907,5770000.0,3849.0,360625.0,,90144.0,0.0001057696,0.1,1.1576778 +7665.6,7573.9434,1.449776,1498.9626,5780000.0,3856.0,361250.0,,90304.0,0.0001055136,0.1,1.2171009 +7594.2,7576.6714,1.2087314,1499.2231,5790000.0,3862.0,361875.0,,90464.0,0.0001052576,0.1,1.1354539 +7598.8,7580.338,1.1672323,1499.4829,5800000.0,3868.0,362500.0,,90624.0,0.0001050016,0.1,1.3782101 +7615.4,7583.925,1.3233048,1499.7418,5810000.0,3874.0,363125.0,,90752.0,0.0001047968,0.1,1.0536237 +7671.8,7588.3955,0.4636402,1500.0,5820000.0,3880.0,363750.0,,90912.0,0.0001045408,0.1,1.5881088 +7658.0,7592.1255,2.4499216,1500.2573,5830000.0,3886.0,364375.0,,91072.0,0.0001042848,0.1,1.3147203 +7567.2,7594.5225,1.919685,1500.5139,5840000.0,3892.0,365000.0,,91232.0,0.0001040288,0.1,1.3257254 +7520.2,7595.2007,2.7201276,1500.3848,5850000.0,3899.0,365625.0,,91392.0,0.0001037728,0.1,0.93888724 +7556.1,7595.741,1.8027223,1500.6403,5860000.0,3905.0,366250.0,,91552.0,0.0001035168,0.1,1.3310375 +7590.6,7596.261,1.2391654,1500.8949,5870000.0,3911.0,366875.0,,91712.0,0.0001032608,0.1,1.204411 +7640.2,7597.5024,1.5764256,1501.1488,5880000.0,3917.0,367500.0,,91872.0,0.0001030048,0.1,1.3166056 +7814.7,7600.2324,2.3137264,1501.7848,5890000.0,3922.0,368125.0,,92000.0,0.0001028,0.1,1.3441472 +7788.6,7602.0425,1.3152102,1501.6544,5900000.0,3929.0,368750.0,,92160.0,0.000102544,0.1,1.5653274 +7753.0,7603.1206,2.5770655,1501.906,5910000.0,3935.0,369375.0,,92320.0,0.000102288,0.1,1.5014515 +7786.5,7604.7544,3.6374133,1502.1569,5920000.0,3941.0,370000.0,,92480.0,0.000102032,0.1,1.1514387 +7821.8,7607.006,0.9888366,1502.4069,5930000.0,3947.0,370625.0,,92640.0,0.000101776,0.1,1.2347176 +7781.9,7609.0195,1.8827695,1502.6562,5940000.0,3953.0,371250.0,,92800.0,0.00010152,0.1,1.1657281 +7774.0,7611.047,1.5131483,1502.9048,5950000.0,3959.0,371875.0,,92960.0,0.000101264,0.1,1.5174348 +7768.0,7613.6094,1.4525907,1503.5317,5960000.0,3964.0,372500.0,,93120.0,0.000101008,0.1,1.1373525 +7777.1,7615.9956,1.0577102,1503.7783,5970000.0,3970.0,373125.0,,93280.0,0.000100752,0.1,1.3228569 +7857.7,7620.185,1.3324206,1504.0242,5980000.0,3976.0,373750.0,,93408.0,0.0001005472,0.1,1.1200805 +7888.2,7625.255,1.3952584,1504.2692,5990000.0,3982.0,374375.0,,93568.0,0.0001002912,0.1,1.5009284 +7918.5,7630.212,0.8178761,1504.1364,6000000.0,3989.0,375000.0,,93728.0,0.0001000352,0.1,1.2797711 +7855.8,7632.978,1.7439259,1504.3805,6010000.0,3995.0,375625.0,,93888.0,9.97792e-05,0.1,1.4441264 +7849.8,7635.84,0.77079445,1504.2479,6020000.0,4002.0,376250.0,,94048.0,9.95232e-05,0.1,1.5796632 +7850.1,7639.2417,0.23417515,1504.491,6030000.0,4008.0,376875.0,,94208.0,9.92672e-05,0.1,1.0219069 +7880.0,7643.5596,1.0047632,1504.7334,6040000.0,4014.0,377500.0,,94368.0,9.90112e-05,0.1,1.3725452 +7914.8,7647.8926,1.5692742,1504.9751,6050000.0,4020.0,378125.0,,94528.0,9.87552e-05,0.1,1.3903248 +7915.8,7652.259,2.9841352,1505.5901,6060000.0,4025.0,378750.0,,94656.0,9.85504e-05,0.1,1.474247 +7915.3,7655.741,2.6099958,1505.8298,6070000.0,4031.0,379375.0,,94816.0,9.82944e-05,0.1,1.2233908 +7875.5,7657.9756,0.89090776,1506.0688,6080000.0,4037.0,380000.0,,94976.0,9.80384e-05,0.1,1.1843901 +7815.3,7659.0605,1.4944396,1506.3073,6090000.0,4043.0,380625.0,,95136.0,9.77824e-05,0.1,1.4298612 +7829.8,7660.572,2.2737894,1506.5448,6100000.0,4049.0,381250.0,,95296.0,9.75264e-05,0.1,1.5539316 +7739.7,7661.5117,1.3650655,1506.7817,6110000.0,4055.0,381875.0,,95456.0,9.72704e-05,0.1,1.2179656 +7759.2,7662.846,2.2792318,1507.018,6120000.0,4061.0,382500.0,,95616.0,9.70144e-05,0.1,1.2559704 +7779.0,7664.584,2.1565413,1507.2535,6130000.0,4067.0,383125.0,,95776.0,9.67584e-05,0.1,1.11011 +7725.8,7667.142,1.8199459,1507.4883,6140000.0,4073.0,383750.0,,95936.0,9.65024e-05,0.1,1.3202984 +7639.6,7668.645,0.8539767,1508.0922,6150000.0,4078.0,384375.0,,96064.0,9.62976e-05,0.1,1.1328013 +7583.4,7669.8564,1.1115063,1508.3252,6160000.0,4084.0,385000.0,,96224.0,9.60416e-05,0.1,1.1068254 +7538.9,7669.872,1.3893065,1508.5575,6170000.0,4090.0,385625.0,,96384.0,9.57856e-05,0.1,1.5083346 +7429.8,7667.8594,1.7022669,1509.1575,6180000.0,4095.0,386250.0,,96544.0,9.55296e-05,0.1,1.4153061 +7387.1,7665.5566,1.5146724,1509.388,6190000.0,4101.0,386875.0,,96704.0,9.52736e-05,0.1,1.3987473 +7362.4,7662.609,0.87981296,1509.6177,6200000.0,4107.0,387500.0,,96864.0,9.50176e-05,0.1,1.4667878 +7370.9,7660.29,2.1386886,1509.8468,6210000.0,4113.0,388125.0,,97024.0,9.47616e-05,0.1,1.3368385 +7414.5,7658.7856,1.451737,1510.442,6220000.0,4118.0,388750.0,,97184.0,9.45056e-05,0.1,1.6910572 +7313.0,7655.659,1.2528818,1510.6693,6230000.0,4124.0,389375.0,,97312.0,9.43008e-05,0.1,1.3295133 +7331.5,7651.709,0.97235477,1510.8959,6240000.0,4130.0,390000.0,,97472.0,9.40448e-05,0.1,1.606492 +7226.7,7646.147,1.5546877,1511.1218,6250000.0,4136.0,390625.0,,97632.0,9.37888e-05,0.1,1.5352926 +7184.3,7639.6187,1.3344404,1511.3472,6260000.0,4142.0,391250.0,,97792.0,9.35328e-05,0.1,1.3433315 +7223.9,7633.5596,1.8362592,1511.5719,6270000.0,4148.0,391875.0,,97952.0,9.32768e-05,0.1,1.3684579 +7213.0,7626.656,2.439071,1511.7959,6280000.0,4154.0,392500.0,,98112.0,9.30208e-05,0.1,1.6076058 +7269.9,7621.0156,2.1603765,1512.3828,6290000.0,4159.0,393125.0,,98272.0,9.27648e-05,0.1,1.2943422 +7321.3,7616.194,3.068871,1512.6051,6300000.0,4165.0,393750.0,,98432.0,9.25088e-05,0.1,1.6026876 +7362.0,7612.983,1.7068367,1512.8267,6310000.0,4171.0,394375.0,,98592.0,9.22528e-05,0.1,1.532226 +7369.2,7610.5493,1.6284513,1513.0476,6320000.0,4177.0,395000.0,,98720.0,9.2048e-05,0.1,1.1214015 +7422.8,7608.705,0.5791553,1513.268,6330000.0,4183.0,395625.0,,98880.0,9.1792e-05,0.1,1.4254582 +7442.7,7606.8877,1.5850798,1513.8491,6340000.0,4188.0,396250.0,,99040.0,9.1536e-05,0.1,1.4008367 +7433.9,7604.9785,1.019072,1513.7068,6350000.0,4195.0,396875.0,,99200.0,9.128e-05,0.1,1.2537403 +7452.5,7603.611,1.7973886,1513.9253,6360000.0,4201.0,397500.0,,99360.0,9.1024e-05,0.1,1.4110398 +7554.0,7603.2896,1.1209129,1514.1431,6370000.0,4207.0,398125.0,,99520.0,9.0768e-05,0.1,1.4249913 +7671.9,7605.4863,2.033999,1514.001,6380000.0,4214.0,398750.0,,99680.0,9.0512e-05,0.1,1.5802426 +7742.3,7608.3105,1.1502656,1514.218,6390000.0,4220.0,399375.0,,99840.0,9.0256e-05,0.1,1.2909436 +7766.2,7610.701,2.7416368,1514.4344,6400000.0,4226.0,400000.0,,100000.0,9e-05,0.1,1.5285523 +7727.5,7613.0723,0.72292906,1514.6503,6410000.0,4232.0,400625.0,,100128.0,8.97952e-05,0.1,1.210041 +7818.5,7615.787,1.4331901,1514.5082,6420000.0,4239.0,401250.0,,100288.0,8.95392e-05,0.1,1.367826 +7820.1,7620.0684,0.8313475,1514.7231,6430000.0,4245.0,401875.0,,100448.0,8.92832e-05,0.1,1.5029018 +7727.9,7622.5273,0.65522,1514.9376,6440000.0,4251.0,402500.0,,100608.0,8.90272e-05,0.1,1.2223911 +7859.8,7625.297,0.85137385,1514.7957,6450000.0,4258.0,403125.0,,100768.0,8.87712e-05,0.1,1.6461763 +7849.9,7628.1875,1.6443764,1515.0094,6460000.0,4264.0,403750.0,,100928.0,8.85152e-05,0.1,1.5078853 +7841.9,7631.727,1.1998627,1515.2225,6470000.0,4270.0,404375.0,,101088.0,8.82592e-05,0.1,1.2216604 +7865.7,7636.334,2.690015,1515.0807,6480000.0,4277.0,405000.0,,101248.0,8.80032e-05,0.1,1.270853 +7928.9,7641.295,1.2641745,1515.6469,6490000.0,4282.0,405625.0,,101376.0,8.77984e-05,0.1,1.252336 +7950.0,7646.3164,0.68946975,1515.8582,6500000.0,4288.0,406250.0,,101536.0,8.75424e-05,0.1,1.6267662 +7938.5,7650.449,1.8648589,1516.069,6510000.0,4294.0,406875.0,,101696.0,8.72864e-05,0.1,1.5689051 +7899.7,7653.389,1.631744,1516.279,6520000.0,4300.0,407500.0,,101856.0,8.70304e-05,0.1,1.2703308 +7794.1,7655.4644,0.5372639,1516.4886,6530000.0,4306.0,408125.0,,102016.0,8.67744e-05,0.1,1.509718 +7798.9,7656.9414,2.8513293,1517.0494,6540000.0,4311.0,408750.0,,102176.0,8.65184e-05,0.1,1.4018376 +7857.7,7659.084,2.2879283,1517.2573,6550000.0,4317.0,409375.0,,102336.0,8.62624e-05,0.1,1.3152897 +7868.0,7660.655,1.0612335,1517.1138,6560000.0,4324.0,410000.0,,102496.0,8.60064e-05,0.1,1.4035047 +7862.1,7661.538,0.4857415,1517.6715,6570000.0,4329.0,410625.0,,102656.0,8.57504e-05,0.1,0.7980589 +7873.5,7663.9526,1.6679491,1517.8777,6580000.0,4335.0,411250.0,,102784.0,8.55456e-05,0.1,1.5123487 +7796.4,7666.05,1.4304003,1518.0834,6590000.0,4341.0,411875.0,,102944.0,8.52896e-05,0.1,0.94214773 +7716.3,7667.418,1.4052914,1517.9393,6600000.0,4348.0,412500.0,,103104.0,8.50336e-05,0.1,1.3463118 +7676.4,7668.3857,2.924833,1517.7957,6610000.0,4355.0,413125.0,,103264.0,8.47776e-05,0.1,1.3534786 +7650.9,7668.466,0.7598308,1518.0005,6620000.0,4361.0,413750.0,,103424.0,8.45216e-05,0.1,1.2731043 +7618.8,7668.2036,2.189351,1518.2047,6630000.0,4367.0,414375.0,,103584.0,8.42656e-05,0.1,0.95156264 +7564.3,7668.236,1.9614369,1518.4084,6640000.0,4373.0,415000.0,,103744.0,8.40096e-05,0.1,1.4625871 +7631.2,7668.55,0.9697798,1518.6116,6650000.0,4379.0,415625.0,,103904.0,8.37536e-05,0.1,1.2838533 +7594.4,7668.7217,2.408863,1519.1606,6660000.0,4384.0,416250.0,,104032.0,8.35488e-05,0.1,1.3551164 +7672.8,7670.073,1.070454,1519.3622,6670000.0,4390.0,416875.0,,104192.0,8.32928e-05,0.1,1.7761736 +7642.9,7671.3926,2.102229,1519.5632,6680000.0,4396.0,417500.0,,104352.0,8.30368e-05,0.1,1.3979441 +7604.0,7671.654,1.2940034,1519.7638,6690000.0,4402.0,418125.0,,104512.0,8.27808e-05,0.1,1.3915851 +7636.5,7672.297,1.624293,1519.9637,6700000.0,4408.0,418750.0,,104672.0,8.25248e-05,0.1,1.0014372 +7591.1,7671.4883,0.77675563,1520.1631,6710000.0,4414.0,419375.0,,104832.0,8.22688e-05,0.1,1.0653975 +7644.5,7670.64,0.8769809,1520.3619,6720000.0,4420.0,420000.0,,104992.0,8.20128e-05,0.1,1.5491351 +7728.0,7669.978,1.4480046,1520.5603,6730000.0,4426.0,420625.0,,105152.0,8.17568e-05,0.1,1.5388103 +7734.3,7669.1313,1.1786194,1520.415,6740000.0,4433.0,421250.0,,105312.0,8.15008e-05,0.1,1.6666611 +7774.4,7669.9067,1.559816,1520.9554,6750000.0,4438.0,421875.0,,105440.0,8.1296e-05,0.1,1.2294604 +7726.9,7670.3125,1.4264991,1521.1521,6760000.0,4444.0,422500.0,,105600.0,8.104e-05,0.1,1.5557175 +7666.5,7670.949,1.3073182,1521.6903,6770000.0,4449.0,423125.0,,105760.0,8.0784e-05,0.1,1.4866413 +7647.8,7670.772,0.90939134,1521.8855,6780000.0,4455.0,423750.0,,105920.0,8.0528e-05,0.1,1.555377 +7716.6,7671.9956,2.199645,1522.0802,6790000.0,4461.0,424375.0,,106080.0,8.0272e-05,0.1,1.5079536 +7704.3,7673.0513,1.9390544,1522.6154,6800000.0,4466.0,425000.0,,106240.0,8.0016e-05,0.1,1.6861676 +7706.7,7673.9644,1.0768396,1522.4681,6810000.0,4473.0,425625.0,,106400.0,7.976e-05,0.1,1.2969434 +7605.3,7673.2993,0.91002244,1522.6613,6820000.0,4479.0,426250.0,,106560.0,7.9504e-05,0.1,1.5354813 +7660.2,7673.321,1.3001347,1522.854,6830000.0,4485.0,426875.0,,106688.0,7.92992e-05,0.1,1.4328113 +7657.8,7674.227,1.3611656,1523.0461,6840000.0,4491.0,427500.0,,106848.0,7.90432e-05,0.1,1.7215894 +7480.1,7673.8257,1.5731853,1523.2377,6850000.0,4497.0,428125.0,,107008.0,7.87872e-05,0.1,1.5770874 +7472.5,7672.99,1.2608196,1523.4288,6860000.0,4503.0,428750.0,,107168.0,7.85312e-05,0.1,1.3952205 +7501.5,7672.0996,2.5090678,1523.9574,6870000.0,4508.0,429375.0,,107328.0,7.82752e-05,0.1,1.4020149 +7499.6,7670.6934,1.100645,1523.8096,6880000.0,4515.0,430000.0,,107488.0,7.80192e-05,0.1,1.3535993 +7536.2,7667.9077,1.5812999,1523.9991,6890000.0,4521.0,430625.0,,107648.0,7.77632e-05,0.1,1.653835 +7507.1,7665.0933,1.0168582,1524.1882,6900000.0,4527.0,431250.0,,107808.0,7.75072e-05,0.1,1.4429357 +7571.1,7663.2744,0.5865396,1524.3768,6910000.0,4533.0,431875.0,,107968.0,7.72512e-05,0.1,1.349694 +7654.8,7661.9575,0.86753184,1524.565,6920000.0,4539.0,432500.0,,108096.0,7.70464e-05,0.1,1.4613974 +7662.0,7660.3594,0.73269755,1524.7524,6930000.0,4545.0,433125.0,,108256.0,7.67904e-05,0.1,1.3006847 +7720.0,7659.74,1.2118716,1524.9396,6940000.0,4551.0,433750.0,,108416.0,7.65344e-05,0.1,1.4555086 +7774.0,7659.74,1.0200906,1525.1262,6950000.0,4557.0,434375.0,,108576.0,7.62784e-05,0.1,1.275712 +7864.9,7660.709,1.1082538,1525.3123,6960000.0,4563.0,435000.0,,108736.0,7.60224e-05,0.1,1.6139555 +7870.1,7661.6387,1.452691,1525.4979,6970000.0,4569.0,435625.0,,108896.0,7.57664e-05,0.1,1.3563055 +7843.7,7661.498,2.302058,1525.3496,6980000.0,4576.0,436250.0,,109056.0,7.55104e-05,0.1,1.3394629 +7983.2,7662.4487,1.9364246,1525.5347,6990000.0,4582.0,436875.0,,109216.0,7.52544e-05,0.1,1.461311 +7946.7,7662.7305,1.5389588,1525.7192,7000000.0,4588.0,437500.0,,109344.0,7.50496e-05,0.1,1.1264429 +8025.9,7664.431,0.5427508,1525.5713,7010000.0,4595.0,438125.0,,109504.0,7.47936e-05,0.1,1.9237852 +8029.8,7666.2314,1.6805878,1525.7552,7020000.0,4601.0,438750.0,,109664.0,7.45376e-05,0.1,1.1662016 +8153.4,7669.265,0.633461,1525.9388,7030000.0,4607.0,439375.0,,109824.0,7.42816e-05,0.1,1.9757235 +8185.0,7672.3145,2.3446841,1525.791,7040000.0,4614.0,440000.0,,109984.0,7.40256e-05,0.1,1.043522 +8132.1,7674.4883,0.9992587,1525.6438,7050000.0,4621.0,440625.0,,110144.0,7.37696e-05,0.1,1.8924553 +8116.8,7676.498,2.1919825,1525.8267,7060000.0,4627.0,441250.0,,110304.0,7.35136e-05,0.1,1.1795955 +7945.6,7676.802,1.067487,1526.009,7070000.0,4633.0,441875.0,,110464.0,7.32576e-05,0.1,1.691077 +7953.8,7677.585,3.1388316,1525.862,7080000.0,4640.0,442500.0,,110624.0,7.30016e-05,0.1,1.1547332 +7904.3,7678.4746,0.87986624,1526.044,7090000.0,4646.0,443125.0,,110752.0,7.27968e-05,0.1,1.5454249 +7881.1,7678.9873,1.4046164,1525.8972,7100000.0,4653.0,443750.0,,110912.0,7.25408e-05,0.1,1.2648904 +7840.8,7679.998,1.7546941,1525.7511,7110000.0,4660.0,444375.0,,111072.0,7.22848e-05,0.1,1.4560317 +7879.2,7681.198,2.05174,1525.6053,7120000.0,4667.0,445000.0,,111232.0,7.20288e-05,0.1,1.3049991 +7804.8,7681.456,1.4972624,1525.7864,7130000.0,4673.0,445625.0,,111392.0,7.17728e-05,0.1,1.7331845 +7813.6,7682.3345,1.31057,1525.967,7140000.0,4679.0,446250.0,,111552.0,7.15168e-05,0.1,1.3920426 +7799.1,7683.93,1.1544374,1525.8217,7150000.0,4686.0,446875.0,,111712.0,7.12608e-05,0.1,1.5667367 +7770.7,7685.8027,1.7641107,1526.0017,7160000.0,4692.0,447500.0,,111872.0,7.10048e-05,0.1,1.5544093 +7766.0,7688.073,1.5146511,1526.1814,7170000.0,4698.0,448125.0,,112000.0,7.08e-05,0.1,1.3085599 +7758.7,7691.3623,1.3965917,1526.685,7180000.0,4703.0,448750.0,,112160.0,7.0544e-05,0.1,1.7445501 +7754.1,7695.0327,1.2959892,1526.8634,7190000.0,4709.0,449375.0,,112320.0,7.0288e-05,0.1,1.347577 +7759.7,7699.005,1.0141735,1527.0414,7200000.0,4715.0,450000.0,,112480.0,7.0032e-05,0.1,1.6298834 +7623.1,7701.5273,1.098205,1527.2188,7210000.0,4721.0,450625.0,,112640.0,6.9776e-05,0.1,1.339334 +7571.0,7703.0923,1.1161865,1527.719,7220000.0,4726.0,451250.0,,112800.0,6.952e-05,0.1,1.4729427 +7528.4,7705.2456,0.953268,1527.8951,7230000.0,4732.0,451875.0,,112960.0,6.9264e-05,0.1,1.5002041 +7567.4,7707.605,1.6342947,1528.0709,7240000.0,4738.0,452500.0,,113120.0,6.9008e-05,0.1,1.3998151 +7606.6,7711.404,1.0098872,1528.2462,7250000.0,4744.0,453125.0,,113280.0,6.8752e-05,0.1,1.3374066 +7664.2,7716.203,0.78268886,1528.7429,7260000.0,4749.0,453750.0,,113408.0,6.85472e-05,0.1,0.9701407 +7681.8,7720.7817,1.3715078,1529.2385,7270000.0,4754.0,454375.0,,113568.0,6.82912e-05,0.1,1.3613558 +7648.3,7725.1357,0.6607838,1529.4117,7280000.0,4760.0,455000.0,,113728.0,6.80352e-05,0.1,1.7990696 +7687.3,7729.3096,2.1023796,1529.5846,7290000.0,4766.0,455625.0,,113888.0,6.77792e-05,0.1,1.1397723 +7641.9,7732.5156,1.9558581,1529.757,7300000.0,4772.0,456250.0,,114048.0,6.75232e-05,0.1,1.7210643 +7659.1,7735.4863,0.96518844,1529.9288,7310000.0,4778.0,456875.0,,114208.0,6.72672e-05,0.1,1.0765641 +7671.6,7738.5107,0.97435576,1530.1003,7320000.0,4784.0,457500.0,,114368.0,6.70112e-05,0.1,1.3874469 +7717.7,7741.4595,1.8714868,1530.591,7330000.0,4789.0,458125.0,,114528.0,6.67552e-05,0.1,1.1261132 +7779.8,7744.8306,0.43893555,1530.7612,7340000.0,4795.0,458750.0,,114656.0,6.65504e-05,0.1,1.6806952 +7853.7,7749.0283,2.429963,1530.6123,7350000.0,4802.0,459375.0,,114816.0,6.62944e-05,0.1,1.624272 +7772.4,7752.227,1.4407947,1530.782,7360000.0,4808.0,460000.0,,114976.0,6.60384e-05,0.1,1.4207939 +7775.2,7754.439,0.76535654,1530.9514,7370000.0,4814.0,460625.0,,115136.0,6.57824e-05,0.1,1.3836694 +7673.0,7754.45,0.9277062,1530.8027,7380000.0,4821.0,461250.0,,115296.0,6.55264e-05,0.1,1.417645 +7727.9,7754.3057,1.6625209,1531.2888,7390000.0,4826.0,461875.0,,115456.0,6.52704e-05,0.1,1.1940292 +7727.8,7753.922,1.5141937,1531.1401,7400000.0,4833.0,462500.0,,115616.0,6.50144e-05,0.1,1.0823699 +7703.2,7753.6787,1.3738182,1531.6246,7410000.0,4838.0,463125.0,,115776.0,6.47584e-05,0.1,1.1373619 +7702.8,7752.522,1.875952,1531.4757,7420000.0,4845.0,463750.0,,115936.0,6.45024e-05,0.1,1.3303602 +7703.2,7751.353,1.8989662,1531.9587,7430000.0,4850.0,464375.0,,116064.0,6.42976e-05,0.1,1.4038231 +7649.4,7750.5684,1.5558069,1532.1252,7440000.0,4856.0,465000.0,,116224.0,6.40416e-05,0.1,1.3017831 +7757.6,7749.5464,1.2854646,1532.2913,7450000.0,4862.0,465625.0,,116384.0,6.37856e-05,0.1,1.5530907 +7741.0,7748.457,1.5501012,1532.7717,7460000.0,4867.0,466250.0,,116544.0,6.35296e-05,0.1,1.1525205 +7661.1,7746.6494,2.1204903,1532.9366,7470000.0,4873.0,466875.0,,116704.0,6.32736e-05,0.1,1.8657701 +7717.1,7745.1636,1.2153648,1533.4153,7480000.0,4878.0,467500.0,,116864.0,6.30176e-05,0.1,1.0645595 +7830.7,7744.181,2.4900732,1533.579,7490000.0,4884.0,468125.0,,117024.0,6.27616e-05,0.1,1.449071 +7856.3,7743.245,1.3862513,1533.7423,7500000.0,4890.0,468750.0,,117184.0,6.25056e-05,0.1,1.4404376 +7857.6,7742.4355,1.3303343,1534.2186,7510000.0,4895.0,469375.0,,117312.0,6.23008e-05,0.1,1.5544167 +7899.4,7742.4326,1.6691344,1534.3807,7520000.0,4901.0,470000.0,,117472.0,6.20448e-05,0.1,1.7199831 +7868.9,7743.18,2.091216,1534.5425,7530000.0,4907.0,470625.0,,117632.0,6.17888e-05,0.1,1.3550886 +7804.6,7743.237,0.89698803,1534.7039,7540000.0,4913.0,471250.0,,117792.0,6.15328e-05,0.1,1.5753524 +7814.5,7742.805,1.1853375,1534.8649,7550000.0,4919.0,471875.0,,117952.0,6.12768e-05,0.1,1.2239425 +7849.8,7742.623,0.80384535,1535.0254,7560000.0,4925.0,472500.0,,118112.0,6.10208e-05,0.1,1.4345834 +7913.4,7743.136,2.045915,1535.1855,7570000.0,4931.0,473125.0,,118272.0,6.07648e-05,0.1,1.2506752 +7941.3,7743.814,0.6176694,1535.6564,7580000.0,4936.0,473750.0,,118432.0,6.05088e-05,0.1,1.6811731 +7960.7,7745.457,1.053541,1535.8154,7590000.0,4942.0,474375.0,,118592.0,6.02528e-05,0.1,1.0694872 +8020.3,7748.497,1.0267379,1535.9741,7600000.0,4948.0,475000.0,,118720.0,6.0048e-05,0.1,1.6659298 +8052.4,7752.257,1.4578401,1536.4425,7610000.0,4953.0,475625.0,,118880.0,5.9792e-05,0.1,1.1459415 +8035.5,7756.1025,0.8449476,1536.6001,7620000.0,4959.0,476250.0,,119040.0,5.9536e-05,0.1,1.5701141 +8010.7,7760.022,1.0993937,1536.7573,7630000.0,4965.0,476875.0,,119200.0,5.928e-05,0.1,1.4086101 +8007.4,7764.4517,0.7566695,1536.9141,7640000.0,4971.0,477500.0,,119360.0,5.9024e-05,0.1,1.5013704 +8009.5,7768.236,0.70101905,1537.0706,7650000.0,4977.0,478125.0,,119520.0,5.8768e-05,0.1,1.2223926 +7998.9,7772.281,2.191252,1537.2266,7660000.0,4983.0,478750.0,,119680.0,5.8512e-05,0.1,1.5336365 +8090.9,7776.4614,2.514308,1537.0741,7670000.0,4990.0,479375.0,,119840.0,5.8256e-05,0.1,1.2758162 +7954.3,7779.5757,1.1066548,1537.5376,7680000.0,4995.0,480000.0,,120000.0,5.8e-05,0.1,1.5648421 +8002.3,7783.5586,1.3000778,1538.0,7690000.0,5000.0,480625.0,,120128.0,5.77952e-05,0.1,1.0163856 +7935.9,7786.5527,0.88334227,1537.847,7700000.0,5007.0,481250.0,,120288.0,5.75392e-05,0.1,1.377485 +7892.7,7789.569,1.4325861,1537.6945,7710000.0,5014.0,481875.0,,120448.0,5.72832e-05,0.1,1.3298078 +7709.9,7790.2227,0.63858247,1537.8486,7720000.0,5020.0,482500.0,,120608.0,5.70272e-05,0.1,1.3930781 +7746.6,7790.4087,0.84738064,1538.0024,7730000.0,5026.0,483125.0,,120768.0,5.67712e-05,0.1,1.3080827 +7687.5,7789.9404,0.9234821,1538.1558,7740000.0,5032.0,483750.0,,120928.0,5.65152e-05,0.1,1.600409 +7591.5,7788.112,3.4475102,1538.3088,7750000.0,5038.0,484375.0,,121088.0,5.62592e-05,0.1,1.5182037 +7541.0,7786.253,1.3478687,1538.4615,7760000.0,5044.0,485000.0,,121248.0,5.60032e-05,0.1,1.4242876 +7540.1,7784.9893,1.5163137,1538.6139,7770000.0,5050.0,485625.0,,121376.0,5.57984e-05,0.1,1.6558214 +7517.0,7783.681,2.641627,1538.7659,7780000.0,5056.0,486250.0,,121536.0,5.55424e-05,0.1,1.4611225 +7459.7,7781.112,1.6876998,1538.6135,7790000.0,5063.0,486875.0,,121696.0,5.52864e-05,0.1,1.8251058 +7424.9,7778.3184,1.5427003,1538.765,7800000.0,5069.0,487500.0,,121856.0,5.50304e-05,0.1,1.2569581 +7546.3,7776.714,0.6366561,1539.2196,7810000.0,5074.0,488125.0,,122016.0,5.47744e-05,0.1,1.76511 +7520.1,7775.862,1.5309733,1539.3701,7820000.0,5080.0,488750.0,,122176.0,5.45184e-05,0.1,1.3403381 +7528.0,7774.54,1.8718251,1539.2177,7830000.0,5087.0,489375.0,,122336.0,5.42624e-05,0.1,1.4697268 +7598.1,7773.9434,1.5210129,1539.67,7840000.0,5092.0,490000.0,,122496.0,5.40064e-05,0.1,1.1983733 +7609.7,7775.2393,0.5084298,1539.8196,7850000.0,5098.0,490625.0,,122656.0,5.37504e-05,0.1,1.4049573 +7548.6,7776.0,1.4538556,1539.9686,7860000.0,5104.0,491250.0,,122784.0,5.35456e-05,0.1,1.5560302 +7487.1,7775.857,1.3224926,1540.4188,7870000.0,5109.0,491875.0,,122944.0,5.32896e-05,0.1,1.3448052 +7556.4,7776.424,1.810037,1540.567,7880000.0,5115.0,492500.0,,123104.0,5.30336e-05,0.1,1.2675314 +7594.4,7777.0063,3.0793266,1540.7147,7890000.0,5121.0,493125.0,,123264.0,5.27776e-05,0.1,1.2106853 +7627.3,7778.2075,1.5001162,1540.5616,7900000.0,5128.0,493750.0,,123424.0,5.25216e-05,0.1,1.1846545 +7691.4,7779.4106,1.230123,1540.709,7910000.0,5134.0,494375.0,,123584.0,5.22656e-05,0.1,1.2170773 +7738.8,7780.2505,0.86983985,1540.8561,7920000.0,5140.0,495000.0,,123744.0,5.20096e-05,0.1,1.1491926 +7834.8,7781.9795,0.64886737,1540.7034,7930000.0,5147.0,495625.0,,123904.0,5.17536e-05,0.1,1.2850996 +7877.7,7783.5557,0.69311905,1541.149,7940000.0,5152.0,496250.0,,124032.0,5.15488e-05,0.1,1.6307504 +7889.7,7784.713,2.0103145,1541.295,7950000.0,5158.0,496875.0,,124192.0,5.12928e-05,0.1,1.5733451 +7825.5,7784.319,2.2612376,1541.1423,7960000.0,5165.0,497500.0,,124352.0,5.10368e-05,0.1,1.2366095 +7805.1,7783.669,3.4694736,1541.288,7970000.0,5171.0,498125.0,,124512.0,5.07808e-05,0.1,1.1719003 +7842.2,7783.654,1.8857756,1541.1356,7980000.0,5178.0,498750.0,,124672.0,5.05248e-05,0.1,1.2817323 +7830.8,7782.13,2.6364892,1541.2809,7990000.0,5184.0,499375.0,,124832.0,5.02688e-05,0.1,1.1611567 +7940.4,7782.067,1.3694957,1541.4258,8000000.0,5190.0,500000.0,,124992.0,5.00128e-05,0.1,1.6700356 +7921.9,7781.0264,1.5002323,1541.2738,8010000.0,5197.0,500625.0,,125152.0,4.97568e-05,0.1,1.4670901 +7961.7,7780.345,0.8795174,1541.4185,8020000.0,5203.0,501250.0,,125312.0,4.95008e-05,0.1,1.4080083 +7887.5,7777.686,1.2427566,1541.5626,8030000.0,5209.0,501875.0,,125440.0,4.9296e-05,0.1,1.1533368 +7882.8,7774.665,0.614866,1541.7067,8040000.0,5215.0,502500.0,,125600.0,4.904e-05,0.1,1.4407998 +7846.7,7771.8105,2.0981739,1541.5549,8050000.0,5222.0,503125.0,,125760.0,4.8784e-05,0.1,1.5960402 +7765.2,7768.2944,1.4246709,1541.9935,8060000.0,5227.0,503750.0,,125920.0,4.8528e-05,0.1,1.6116568 +7708.9,7765.9277,2.3121433,1541.8418,8070000.0,5234.0,504375.0,,126080.0,4.8272e-05,0.1,1.4646022 +7680.4,7763.1934,1.3711904,1541.6906,8080000.0,5241.0,505000.0,,126240.0,4.8016e-05,0.1,1.1810931 +7677.8,7760.928,1.7406015,1541.5397,8090000.0,5248.0,505625.0,,126400.0,4.776e-05,0.1,1.3609561 +7674.4,7758.8613,1.7123351,1541.3892,8100000.0,5255.0,506250.0,,126560.0,4.7504e-05,0.1,1.2632167 +7569.8,7756.152,1.6627295,1541.8251,8110000.0,5260.0,506875.0,,126688.0,4.72992e-05,0.1,1.7239211 +7636.0,7753.72,2.0969453,1541.6746,8120000.0,5267.0,507500.0,,126848.0,4.70432e-05,0.1,1.242818 +7590.1,7751.573,0.7187072,1541.8168,8130000.0,5273.0,508125.0,,127008.0,4.67872e-05,0.1,1.5063457 +7574.4,7749.181,1.94423,1541.9587,8140000.0,5279.0,508750.0,,127168.0,4.65312e-05,0.1,1.1588686 +7595.0,7747.14,0.801142,1541.8086,8150000.0,5286.0,509375.0,,127328.0,4.62752e-05,0.1,1.4447275 +7655.1,7745.984,1.6823019,1541.9501,8160000.0,5292.0,510000.0,,127488.0,4.60192e-05,0.1,1.4442606 +7679.3,7745.1167,1.3740654,1541.8003,8170000.0,5299.0,510625.0,,127648.0,4.57632e-05,0.1,1.5925493 +7688.9,7744.4194,0.98470515,1541.9415,8180000.0,5305.0,511250.0,,127808.0,4.55072e-05,0.1,1.5799911 +7744.7,7744.325,1.0029489,1542.0825,8190000.0,5311.0,511875.0,,127968.0,4.52512e-05,0.1,1.5844009 +7717.9,7743.9062,0.9124041,1542.223,8200000.0,5317.0,512500.0,,128096.0,4.50464e-05,0.1,1.4350779 +7813.2,7745.8076,1.7593945,1542.3633,8210000.0,5323.0,513125.0,,128256.0,4.47904e-05,0.1,1.1855094 +7844.8,7748.5454,2.7578042,1542.7928,8220000.0,5328.0,513750.0,,128416.0,4.45344e-05,0.1,1.497005 +7810.1,7751.3623,1.4508895,1542.9321,8230000.0,5334.0,514375.0,,128576.0,4.42784e-05,0.1,1.5684034 +7790.3,7753.592,0.89713216,1542.7822,8240000.0,5341.0,515000.0,,128736.0,4.40224e-05,0.1,1.2026976 +7824.1,7755.7676,0.7707266,1542.9213,8250000.0,5347.0,515625.0,,128896.0,4.37664e-05,0.1,1.5023563 +7842.9,7757.554,1.3402154,1543.0599,8260000.0,5353.0,516250.0,,129056.0,4.35104e-05,0.1,1.3236566 +7858.4,7759.3193,1.0670964,1543.1984,8270000.0,5359.0,516875.0,,129216.0,4.32544e-05,0.1,1.3870335 +7974.7,7762.583,0.80580276,1543.3364,8280000.0,5365.0,517500.0,,129344.0,4.30496e-05,0.1,1.455549 +7982.9,7765.5396,1.6838062,1543.4742,8290000.0,5371.0,518125.0,,129504.0,4.27936e-05,0.1,1.2671099 +8014.5,7769.2656,0.7079135,1543.6117,8300000.0,5377.0,518750.0,,129664.0,4.25376e-05,0.1,1.2630312 +7978.1,7772.4556,1.4730809,1543.4622,8310000.0,5384.0,519375.0,,129824.0,4.22816e-05,0.1,1.166616 +8004.6,7775.786,0.5103956,1543.5992,8320000.0,5390.0,520000.0,,129984.0,4.20256e-05,0.1,1.5873854 +7907.3,7777.683,1.5726962,1543.4501,8330000.0,5397.0,520625.0,,130144.0,4.17696e-05,0.1,1.3916895 +7852.9,7778.413,1.1326234,1543.5869,8340000.0,5403.0,521250.0,,130304.0,4.15136e-05,0.1,1.5656414 +7791.7,7777.793,1.7334526,1543.7234,8350000.0,5409.0,521875.0,,130464.0,4.12576e-05,0.1,1.4218662 +7819.5,7778.2637,1.072513,1543.8596,8360000.0,5415.0,522500.0,,130624.0,4.10016e-05,0.1,1.197125 +7826.2,7778.774,1.229251,1543.7108,8370000.0,5422.0,523125.0,,130752.0,4.07968e-05,0.1,1.3312559 +7842.2,7780.466,0.35802516,1543.8467,8380000.0,5428.0,523750.0,,130912.0,4.05408e-05,0.1,1.7539172 +7854.9,7781.736,1.1650323,1543.9823,8390000.0,5434.0,524375.0,,131072.0,4.02848e-05,0.1,1.4022305 +7846.0,7782.9175,1.2322165,1544.1177,8400000.0,5440.0,525000.0,,131232.0,4.00288e-05,0.1,1.3471246 +7818.4,7784.0693,1.5306736,1544.2527,8410000.0,5446.0,525625.0,,131392.0,3.97728e-05,0.1,1.0684922 +7828.1,7785.3223,1.4987108,1544.6707,8420000.0,5451.0,526250.0,,131552.0,3.95168e-05,0.1,1.4463547 +7869.5,7786.9863,1.153506,1544.8048,8430000.0,5457.0,526875.0,,131712.0,3.92608e-05,0.1,1.1874802 +7871.4,7789.2056,0.4662425,1544.6559,8440000.0,5464.0,527500.0,,131872.0,3.90048e-05,0.1,1.0508235 +7869.0,7790.32,0.8409563,1545.0723,8450000.0,5469.0,528125.0,,132000.0,3.88e-05,0.1,1.3793898 +7919.0,7792.1,0.43832457,1544.9233,8460000.0,5476.0,528750.0,,132160.0,3.8544e-05,0.1,1.6261826 +8056.0,7796.049,1.7643871,1545.0565,8470000.0,5482.0,529375.0,,132320.0,3.8288e-05,0.1,1.3818532 +8015.8,7799.036,1.4073735,1545.1895,8480000.0,5488.0,530000.0,,132480.0,3.8032e-05,0.1,1.6429098 +8105.1,7801.781,1.8711967,1545.3221,8490000.0,5494.0,530625.0,,132640.0,3.7776e-05,0.1,1.2261188 +8060.0,7803.8174,1.329738,1545.4546,8500000.0,5500.0,531250.0,,132800.0,3.752e-05,0.1,1.6713247 +8058.1,7805.8223,1.5470104,1545.5867,8510000.0,5506.0,531875.0,,132960.0,3.7264e-05,0.1,1.1851671 +8014.3,7806.9717,1.5399698,1545.7184,8520000.0,5512.0,532500.0,,133120.0,3.7008e-05,0.1,1.6968455 +8088.3,7809.165,1.7736483,1545.5698,8530000.0,5519.0,533125.0,,133280.0,3.6752e-05,0.1,1.1667182 +7998.8,7811.108,1.054107,1545.9812,8540000.0,5524.0,533750.0,,133408.0,3.65472e-05,0.1,1.4041319 +7972.3,7812.6855,2.006515,1546.112,8550000.0,5530.0,534375.0,,133568.0,3.62912e-05,0.1,1.2086939 +7936.2,7813.549,1.1612933,1545.9635,8560000.0,5537.0,535000.0,,133728.0,3.60352e-05,0.1,1.5531682 +7970.5,7814.119,1.3986139,1546.0941,8570000.0,5543.0,535625.0,,133888.0,3.57792e-05,0.1,1.3934563 +7850.8,7813.215,1.4369756,1546.2245,8580000.0,5549.0,536250.0,,134048.0,3.55232e-05,0.1,1.5180354 +7874.1,7812.3496,1.7740768,1546.3546,8590000.0,5555.0,536875.0,,134208.0,3.52672e-05,0.1,1.6325538 +7923.4,7811.38,1.9326142,1546.7626,8600000.0,5560.0,537500.0,,134368.0,3.50112e-05,0.1,1.1971314 +7919.6,7810.0527,1.0571463,1546.8918,8610000.0,5566.0,538125.0,,134528.0,3.47552e-05,0.1,1.295542 +7962.2,7809.3193,1.0820813,1547.2985,8620000.0,5571.0,538750.0,,134656.0,3.45504e-05,0.1,1.2225662 +8022.0,7809.4316,2.507114,1547.4269,8630000.0,5577.0,539375.0,,134816.0,3.42944e-05,0.1,1.1835521 +8052.9,7809.8867,2.916413,1547.555,8640000.0,5583.0,540000.0,,134976.0,3.40384e-05,0.1,1.4515877 +8001.8,7809.81,1.8563555,1547.4061,8650000.0,5590.0,540625.0,,135136.0,3.37824e-05,0.1,1.3036171 +7930.7,7809.1274,1.9110372,1547.5339,8660000.0,5596.0,541250.0,,135296.0,3.35264e-05,0.1,1.2740271 +7924.5,7807.464,0.46624792,1547.3854,8670000.0,5603.0,541875.0,,135456.0,3.32704e-05,0.1,1.2396466 +7934.0,7807.2607,1.9244896,1547.513,8680000.0,5609.0,542500.0,,135616.0,3.30144e-05,0.1,1.6051831 +7916.8,7806.4062,0.97492063,1547.6403,8690000.0,5615.0,543125.0,,135776.0,3.27584e-05,0.1,1.0823 +7940.5,7806.4517,0.5581177,1547.7673,8700000.0,5621.0,543750.0,,135936.0,3.25024e-05,0.1,1.4954593 +7975.7,7807.2817,2.0266783,1547.894,8710000.0,5627.0,544375.0,,136064.0,3.22976e-05,0.1,1.3264043 +7987.0,7810.0527,2.085419,1548.0206,8720000.0,5633.0,545000.0,,136224.0,3.20416e-05,0.1,1.1682755 +7992.5,7812.5117,0.6406515,1548.1469,8730000.0,5639.0,545625.0,,136384.0,3.17856e-05,0.1,1.5433571 +7975.3,7815.39,0.8772509,1548.2728,8740000.0,5645.0,546250.0,,136544.0,3.15296e-05,0.1,1.1036917 +8003.3,7819.509,1.6151946,1548.3986,8750000.0,5651.0,546875.0,,136704.0,3.12736e-05,0.1,1.5289026 +8008.9,7824.1875,1.2466229,1548.5239,8760000.0,5657.0,547500.0,,136864.0,3.10176e-05,0.1,1.6262971 +8023.7,7829.0225,2.3932,1548.6492,8770000.0,5663.0,548125.0,,137024.0,3.07616e-05,0.1,1.6540949 +8002.2,7833.8745,1.1015105,1548.774,8780000.0,5669.0,548750.0,,137184.0,3.05056e-05,0.1,1.4539181 +8029.0,7839.5674,2.076564,1549.1716,8790000.0,5674.0,549375.0,,137312.0,3.03008e-05,0.1,1.6232917 +8023.7,7845.5557,1.4774206,1549.2958,8800000.0,5680.0,550000.0,,137472.0,3.00448e-05,0.1,1.091629 +8022.0,7850.3125,1.0339267,1549.4197,8810000.0,5686.0,550625.0,,137632.0,2.97888e-05,0.1,1.2294286 +8037.9,7855.4907,0.5718886,1549.8156,8820000.0,5691.0,551250.0,,137792.0,2.95328e-05,0.1,1.5839306 +8003.8,7860.2485,1.244498,1549.9386,8830000.0,5697.0,551875.0,,137952.0,2.92768e-05,0.1,1.4395046 +7978.2,7864.05,1.2771606,1550.3333,8840000.0,5702.0,552500.0,,138112.0,2.90208e-05,0.1,1.153117 +8020.8,7868.1606,0.9601517,1550.4554,8850000.0,5708.0,553125.0,,138272.0,2.87648e-05,0.1,1.5412513 +7856.7,7871.2417,0.5548841,1550.5775,8860000.0,5714.0,553750.0,,138432.0,2.85088e-05,0.1,1.6897229 +7862.5,7874.9956,1.4455172,1550.6993,8870000.0,5720.0,554375.0,,138592.0,2.82528e-05,0.1,1.5853362 +7850.8,7877.9404,2.259976,1551.0917,8880000.0,5725.0,555000.0,,138720.0,2.8048e-05,0.1,1.5168526 +7824.7,7880.2427,1.9771935,1551.2126,8890000.0,5731.0,555625.0,,138880.0,2.7792e-05,0.1,1.4722811 +7797.2,7881.942,2.8850186,1551.3335,8900000.0,5737.0,556250.0,,139040.0,2.7536e-05,0.1,1.1941352 +7784.9,7882.877,1.4923478,1551.454,8910000.0,5743.0,556875.0,,139200.0,2.728e-05,0.1,1.6226346 +7866.3,7884.152,1.3573564,1551.3043,8920000.0,5750.0,557500.0,,139360.0,2.7024e-05,0.1,1.2868311 +7831.6,7884.12,0.37924019,1551.4246,8930000.0,5756.0,558125.0,,139520.0,2.6768e-05,0.1,1.2584856 +7869.8,7884.041,1.3408679,1551.5446,8940000.0,5762.0,558750.0,,139680.0,2.6512e-05,0.1,1.2143505 +7853.6,7883.6807,0.7295087,1551.6643,8950000.0,5768.0,559375.0,,139840.0,2.6256e-05,0.1,1.7009082 +7869.0,7884.1157,1.0266126,1551.5151,8960000.0,5775.0,560000.0,,140000.0,2.6e-05,0.1,1.1551939 +7854.9,7884.6133,2.0053031,1551.9031,8970000.0,5780.0,560625.0,,140128.0,2.57952e-05,0.1,1.5941243 +7747.2,7883.6626,1.6845677,1552.0221,8980000.0,5786.0,561250.0,,140288.0,2.55392e-05,0.1,1.3147109 +7791.0,7883.264,1.5185328,1552.1409,8990000.0,5792.0,561875.0,,140448.0,2.52832e-05,0.1,1.2916489 +7810.4,7881.9644,1.6880828,1551.9917,9000000.0,5799.0,562500.0,,140608.0,2.50272e-05,0.1,1.5907303 +7816.1,7880.9067,1.7162358,1552.3777,9010000.0,5804.0,563125.0,,140768.0,2.47712e-05,0.1,1.4623699 +7758.5,7878.875,1.1456306,1552.4957,9020000.0,5810.0,563750.0,,140928.0,2.45152e-05,0.1,1.3330004 +7763.3,7877.6333,1.5356427,1552.6135,9030000.0,5816.0,564375.0,,141088.0,2.42592e-05,0.1,1.385457 +7850.4,7877.3096,1.7797327,1552.7311,9040000.0,5822.0,565000.0,,141248.0,2.40032e-05,0.1,1.5430099 +7843.5,7877.277,1.1699295,1552.8483,9050000.0,5828.0,565625.0,,141376.0,2.37984e-05,0.1,1.3168825 +7911.9,7878.7437,1.3333095,1552.6992,9060000.0,5835.0,566250.0,,141536.0,2.35424e-05,0.1,1.4218664 +7901.7,7880.6714,1.3072628,1552.8163,9070000.0,5841.0,566875.0,,141696.0,2.32864e-05,0.1,1.2373567 +7875.5,7882.6226,0.55626166,1552.9331,9080000.0,5847.0,567500.0,,141856.0,2.30304e-05,0.1,1.5673299 +7865.6,7884.5005,0.27494797,1553.0497,9090000.0,5853.0,568125.0,,142016.0,2.27744e-05,0.1,1.5256498 +7899.7,7886.754,3.3123822,1553.166,9100000.0,5859.0,568750.0,,142176.0,2.25184e-05,0.1,1.3698039 +7922.1,7890.2773,2.4598184,1553.2822,9110000.0,5865.0,569375.0,,142336.0,2.22624e-05,0.1,1.4800236 +7963.9,7893.5557,2.6451576,1553.3981,9120000.0,5871.0,570000.0,,142496.0,2.20064e-05,0.1,1.2935814 +7968.0,7897.335,2.082494,1553.2494,9130000.0,5878.0,570625.0,,142656.0,2.17504e-05,0.1,1.3695967 +7930.3,7900.8936,1.9322357,1553.3651,9140000.0,5884.0,571250.0,,142784.0,2.15456e-05,0.1,1.3377011 +7976.2,7904.706,0.28795683,1553.2168,9150000.0,5891.0,571875.0,,142944.0,2.12896e-05,0.1,1.3963354 +7968.4,7907.839,0.66778624,1553.3322,9160000.0,5897.0,572500.0,,143104.0,2.10336e-05,0.1,1.6816175 +7950.6,7910.552,2.1127715,1553.1843,9170000.0,5904.0,573125.0,,143264.0,2.07776e-05,0.1,1.3468249 +7838.9,7912.0513,1.389488,1553.2994,9180000.0,5910.0,573750.0,,143424.0,2.05216e-05,0.1,1.7349256 +7779.3,7912.398,0.5517853,1553.4144,9190000.0,5916.0,574375.0,,143584.0,2.02656e-05,0.1,1.2767323 +7832.9,7913.5474,0.4200232,1553.267,9200000.0,5923.0,575000.0,,143744.0,2.00096e-05,0.1,1.5448815 +7883.2,7914.2476,1.9072179,1553.3817,9210000.0,5929.0,575625.0,,143904.0,1.97536e-05,0.1,0.9686362 +7882.6,7914.6265,0.6732173,1553.4962,9220000.0,5935.0,576250.0,,144032.0,1.95488e-05,0.1,1.2518795 +7899.5,7915.52,0.6149028,1553.8721,9230000.0,5940.0,576875.0,,144192.0,1.92928e-05,0.1,1.2028681 +7928.9,7916.906,1.1227368,1553.7246,9240000.0,5947.0,577500.0,,144352.0,1.90368e-05,0.1,1.3595632 +7927.4,7917.939,1.9551356,1553.8384,9250000.0,5953.0,578125.0,,144512.0,1.87808e-05,0.1,1.8339107 +7862.7,7918.1367,1.4937676,1553.6913,9260000.0,5960.0,578750.0,,144672.0,1.85248e-05,0.1,1.394453 +7958.0,7919.1323,1.1078166,1553.5446,9270000.0,5967.0,579375.0,,144832.0,1.82688e-05,0.1,1.2966273 +7954.6,7918.9316,2.1263185,1553.6581,9280000.0,5973.0,580000.0,,144992.0,1.80128e-05,0.1,1.269187 +7945.8,7918.561,1.331425,1553.7715,9290000.0,5979.0,580625.0,,145152.0,1.77568e-05,0.1,1.6336695 +7962.8,7918.045,1.1073762,1553.8848,9300000.0,5985.0,581250.0,,145312.0,1.75008e-05,0.1,1.106474 +8095.8,7919.2217,1.0841094,1553.9977,9310000.0,5991.0,581875.0,,145440.0,1.7296e-05,0.1,1.7468283 +8015.3,7919.3286,1.5635455,1553.8513,9320000.0,5998.0,582500.0,,145600.0,1.704e-05,0.1,1.1917653 +8045.6,7920.712,0.7608977,1553.964,9330000.0,6004.0,583125.0,,145760.0,1.6784e-05,0.1,1.5388507 +7939.9,7921.581,1.3806719,1554.3352,9340000.0,6009.0,583750.0,,145920.0,1.6528e-05,0.1,1.0694208 +7923.1,7922.8955,1.5555964,1554.1888,9350000.0,6016.0,584375.0,,146080.0,1.6272e-05,0.1,1.2530029 +7937.1,7924.0713,1.6395383,1554.5591,9360000.0,6021.0,585000.0,,146240.0,1.6016e-05,0.1,1.240096 +7861.8,7924.427,2.478004,1554.6707,9370000.0,6027.0,585625.0,,146400.0,1.576e-05,0.1,1.427649 +7913.1,7925.136,1.9509994,1554.782,9380000.0,6033.0,586250.0,,146560.0,1.5504e-05,0.1,1.3242651 +7839.1,7924.978,1.0346445,1555.1508,9390000.0,6038.0,586875.0,,146688.0,1.52992e-05,0.1,1.321403 +7891.8,7925.436,1.58031,1555.2615,9400000.0,6044.0,587500.0,,146848.0,1.50432e-05,0.1,1.2498308 +7867.2,7925.924,1.2450329,1555.372,9410000.0,6050.0,588125.0,,147008.0,1.47872e-05,0.1,1.4306229 +7757.7,7925.22,1.4737036,1555.739,9420000.0,6055.0,588750.0,,147168.0,1.45312e-05,0.1,1.3563126 +7697.6,7923.5005,1.7360735,1555.8489,9430000.0,6061.0,589375.0,,147328.0,1.42752e-05,0.1,1.4638135 +7780.1,7922.588,1.9988737,1555.9585,9440000.0,6067.0,590000.0,,147488.0,1.40192e-05,0.1,1.4492426 +7794.2,7921.84,1.930544,1556.0679,9450000.0,6073.0,590625.0,,147648.0,1.37632e-05,0.1,1.4914442 +7817.6,7920.8267,1.5674644,1556.177,9460000.0,6079.0,591250.0,,147808.0,1.35072e-05,0.1,1.262177 +7873.8,7919.0044,1.6639369,1556.0303,9470000.0,6086.0,591875.0,,147968.0,1.32512e-05,0.1,1.6009737 +7893.2,7917.7783,1.22018,1556.1392,9480000.0,6092.0,592500.0,,148096.0,1.30464e-05,0.1,0.9975197 +7774.5,7914.4727,1.296075,1556.2479,9490000.0,6098.0,593125.0,,148256.0,1.27904e-05,0.1,1.7837262 +7834.2,7912.2144,1.4919158,1556.3564,9500000.0,6104.0,593750.0,,148416.0,1.25344e-05,0.1,1.0904988 +7856.4,7910.1963,0.9262253,1556.4648,9510000.0,6110.0,594375.0,,148576.0,1.22784e-05,0.1,1.6243513 +7825.2,7908.3057,2.8223202,1556.5729,9520000.0,6116.0,595000.0,,148736.0,1.20224e-05,0.1,1.0826207 +7828.0,7905.7026,1.5427378,1556.6808,9530000.0,6122.0,595625.0,,148896.0,1.17664e-05,0.1,1.5192633 +7890.9,7904.6235,1.5377967,1556.7885,9540000.0,6128.0,596250.0,,149056.0,1.15104e-05,0.1,1.1457977 +7886.7,7903.7676,2.0532699,1557.1499,9550000.0,6133.0,596875.0,,149216.0,1.12544e-05,0.1,1.2269636 +7931.9,7903.725,1.9167384,1557.2568,9560000.0,6139.0,597500.0,,149344.0,1.10496e-05,0.1,1.3112593 +7861.4,7902.6333,0.6719806,1557.3638,9570000.0,6145.0,598125.0,,149504.0,1.07936e-05,0.1,1.4239688 +7853.5,7902.6606,0.9583758,1557.4703,9580000.0,6151.0,598750.0,,149664.0,1.05376e-05,0.1,1.2606937 +7926.7,7903.187,1.1764574,1557.5768,9590000.0,6157.0,599375.0,,149824.0,1.02816e-05,0.1,1.6288229 +7982.3,7903.7764,1.005659,1557.9358,9600000.0,6162.0,600000.0,,149984.0,1.00256e-05,0.1,1.1795822 +8038.7,7904.967,0.853548,1557.789,9610000.0,6169.0,600625.0,,150144.0,9.7696e-06,0.1,1.5204917 +8072.1,7906.0664,1.6822455,1558.1471,9620000.0,6174.0,601250.0,,150304.0,9.5136e-06,0.1,0.96650517 +8159.6,7907.4424,0.83754843,1558.2524,9630000.0,6180.0,601875.0,,150464.0,9.2576e-06,0.1,1.2752144 +8130.1,7908.215,0.53559124,1558.1057,9640000.0,6187.0,602500.0,,150624.0,9.0016e-06,0.1,0.95466995 +8018.9,7908.3857,1.6053703,1558.4625,9650000.0,6192.0,603125.0,,150752.0,8.7968e-06,0.1,1.0262225 +8117.1,7910.2495,1.0228631,1558.5673,9660000.0,6198.0,603750.0,,150912.0,8.5408e-06,0.1,1.6171396 +8120.6,7912.2104,1.6671213,1558.9231,9670000.0,6203.0,604375.0,,151072.0,8.2848e-06,0.1,1.2927568 +8258.1,7915.4517,1.4054537,1559.0272,9680000.0,6209.0,605000.0,,151232.0,8.0288e-06,0.1,1.4032993 +8244.7,7918.7305,0.7796838,1559.1311,9690000.0,6215.0,605625.0,,151392.0,7.7728e-06,0.1,1.2551377 +8227.9,7921.6045,1.5529959,1559.2349,9700000.0,6221.0,606250.0,,151552.0,7.5168e-06,0.1,1.4650567 +8266.6,7924.513,1.51767,1559.5889,9710000.0,6226.0,606875.0,,151712.0,7.2608e-06,0.1,1.3985054 +8234.9,7926.9917,1.5459621,1559.6919,9720000.0,6232.0,607500.0,,151872.0,7.0048e-06,0.1,1.3249654 +8187.0,7928.936,0.56228215,1560.0449,9730000.0,6237.0,608125.0,,152000.0,6.8e-06,0.1,1.2236309 +8138.1,7930.565,1.3071351,1560.1473,9740000.0,6243.0,608750.0,,152160.0,6.544e-06,0.1,1.2359208 +8146.8,7932.0,1.1570609,1560.2496,9750000.0,6249.0,609375.0,,152320.0,6.288e-06,0.1,1.3814645 +8137.6,7933.288,0.8272414,1560.6012,9760000.0,6254.0,610000.0,,152480.0,6.032e-06,0.1,1.2447717 +8212.2,7935.1724,0.84671396,1560.7029,9770000.0,6260.0,610625.0,,152640.0,5.776e-06,0.1,1.4114199 +8267.3,7937.823,0.97436506,1560.8043,9780000.0,6266.0,611250.0,,152800.0,5.52e-06,0.1,1.3399576 +8193.7,7939.47,1.08569,1561.1545,9790000.0,6271.0,611875.0,,152960.0,5.264e-06,0.1,1.2762184 +8190.4,7941.1367,2.6431034,1561.2554,9800000.0,6277.0,612500.0,,153120.0,5.008e-06,0.1,1.5520778 +8180.0,7942.717,1.0988814,1561.3561,9810000.0,6283.0,613125.0,,153280.0,4.752e-06,0.1,1.4196079 +8147.8,7943.8164,0.5523662,1561.7048,9820000.0,6288.0,613750.0,,153408.0,4.5472e-06,0.1,1.6176955 +8151.6,7945.2944,1.4450254,1562.0531,9830000.0,6293.0,614375.0,,153568.0,4.2912e-06,0.1,1.2538778 +8159.7,7947.11,1.9944854,1562.1527,9840000.0,6299.0,615000.0,,153728.0,4.0352e-06,0.1,1.2869167 +8144.2,7948.3433,1.7106303,1562.2522,9850000.0,6305.0,615625.0,,153888.0,3.7792e-06,0.1,0.9570685 +8066.9,7950.445,0.6749221,1562.599,9860000.0,6310.0,616250.0,,154048.0,3.5232e-06,0.1,1.2949986 +8058.0,7952.4,2.6106076,1562.6979,9870000.0,6316.0,616875.0,,154208.0,3.2672e-06,0.1,1.3301002 +7917.7,7953.069,0.7347971,1562.7966,9880000.0,6322.0,617500.0,,154368.0,3.0112e-06,0.1,1.652878 +7875.3,7953.575,1.1380802,1563.1421,9890000.0,6327.0,618125.0,,154528.0,2.7552e-06,0.1,1.4115927 +7846.4,7954.067,1.9681705,1563.2401,9900000.0,6333.0,618750.0,,154656.0,2.5504e-06,0.1,1.4485416 +7881.9,7955.037,1.7856526,1563.338,9910000.0,6339.0,619375.0,,154816.0,2.2944e-06,0.1,1.4960268 +7894.6,7955.32,1.4058043,1563.4358,9920000.0,6345.0,620000.0,,154976.0,2.0384e-06,0.1,1.2117453 +7816.8,7955.172,3.0571063,1563.5333,9930000.0,6351.0,620625.0,,155136.0,1.7824e-06,0.1,1.5033932 +7711.6,7953.591,1.141367,1563.8767,9940000.0,6356.0,621250.0,,155296.0,1.5264e-06,0.1,1.2067912 +7652.1,7951.576,1.0659416,1563.9736,9950000.0,6362.0,621875.0,,155456.0,1.2704e-06,0.1,1.2011721 +7572.4,7948.6094,1.1943911,1564.0703,9960000.0,6368.0,622500.0,,155616.0,1.0144e-06,0.1,1.1651905 +7613.7,7946.197,1.1719164,1564.4124,9970000.0,6373.0,623125.0,,155776.0,7.584e-07,0.1,1.3692676 +7653.5,7945.26,1.1671003,1564.5085,9980000.0,6379.0,623750.0,,155936.0,5.024e-07,0.1,1.3474066 +7754.4,7944.8936,1.1960477,1564.8496,9990000.0,6384.0,624375.0,,156064.0,2.976e-07,0.1,0.9019688 +7841.2,7945.201,1.9920872,1565.1902,10000000.0,6389.0,625000.0,,156224.0,4.16e-08,0.1,1.3724313 diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_df_train.csv b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..2fda89970f583fc4f4bfe45413e08fb4a4f94a4b --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_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 +58.333332,58.333332,0.64767015,769.2308,10000.0,13.0,625.0,,128.0,0.0002497952,0.1,2.8226595 +1860.0,959.1667,0.6309494,909.0909,20000.0,22.0,1250.0,,288.0,0.0002495392,0.1,2.7874415 +2821.25,1579.8612,0.38377258,1071.4286,30000.0,28.0,1875.0,,448.0,0.0002492832,0.1,2.7690187 +2950.0,1922.3959,0.82834554,1081.081,40000.0,37.0,2500.0,,608.0,0.0002490272,0.1,2.7087529 +3066.4517,2151.207,0.4583112,1136.3636,50000.0,44.0,3125.0,,768.0,0.0002487712,0.1,2.689506 +3073.611,2304.9412,0.57005274,1176.4706,60000.0,51.0,3750.0,,928.0,0.0002485152,0.1,2.619305 +3178.913,2429.7942,0.29242447,1228.0702,70000.0,57.0,4375.0,,1088.0,0.0002482592,0.1,2.7173357 +3149.2307,2519.7236,0.6190774,1250.0,80000.0,64.0,5000.0,,1248.0,0.0002480032,0.1,2.5715938 +3151.8965,2589.965,0.5814383,1285.7142,90000.0,70.0,5625.0,,1376.0,0.0002477984,0.1,2.5998325 +3198.8235,2650.851,0.35946068,1298.7013,100000.0,77.0,6250.0,,1536.0,0.0002475424,0.1,2.5097814 +3150.411,2696.2654,0.5841053,1294.1177,110000.0,85.0,6875.0,,1696.0,0.0002472864,0.1,2.4282598 +3145.4878,2733.7004,0.45769483,1304.3478,120000.0,92.0,7500.0,,1856.0,0.0002470304,0.1,2.5872378 +3151.9768,2765.8755,0.58880883,1313.1313,130000.0,99.0,8125.0,,2016.0,0.0002467744,0.1,2.4378963 +3180.842,2795.516,0.5754368,1320.7548,140000.0,106.0,8750.0,,2176.0,0.0002465184,0.1,2.4713824 +3235.0,2824.8152,0.7116908,1327.4336,150000.0,113.0,9375.0,,2336.0,0.0002462624,0.1,2.482824 +3256.4,2851.789,0.68922186,1333.3334,160000.0,120.0,10000.0,,2496.0,0.0002460064,0.1,2.3870246 +3220.8,2873.4956,0.43040827,1338.5826,170000.0,127.0,10625.0,,2656.0,0.0002457504,0.1,2.508801 +3262.4,2895.1013,0.685678,1343.2836,180000.0,134.0,11250.0,,2784.0,0.0002455456,0.1,2.3456907 +3274.3,2915.0593,0.7352135,1357.1428,190000.0,140.0,11875.0,,2944.0,0.0002452896,0.1,2.2993968 +3287.0,2933.6562,0.76136565,1360.5442,200000.0,147.0,12500.0,,3104.0,0.0002450336,0.1,2.1710043 +3354.5,2953.6965,1.0075635,1363.6364,210000.0,154.0,13125.0,,3264.0,0.0002447776,0.1,2.1623435 +3391.1,2973.5784,0.6262191,1366.4596,220000.0,161.0,13750.0,,3424.0,0.0002445216,0.1,2.2913842 +3425.8,2993.2402,0.5563674,1360.9468,230000.0,169.0,14375.0,,3584.0,0.0002442656,0.1,2.2655506 +3460.8,3012.722,0.87807477,1363.6364,240000.0,176.0,15000.0,,3744.0,0.0002440096,0.1,2.2823052 +3460.5,3030.633,0.63319135,1366.1202,250000.0,183.0,15625.0,,3904.0,0.0002437536,0.1,2.2667408 +3470.9,3047.5664,0.6768957,1368.421,260000.0,190.0,16250.0,,4032.0,0.0002435488,0.1,2.264806 +3472.2,3063.2937,0.57844424,1377.551,270000.0,196.0,16875.0,,4192.0,0.0002432928,0.1,2.2378669 +3508.4,3079.1902,1.1664678,1372.5491,280000.0,204.0,17500.0,,4352.0,0.0002430368,0.1,2.239854 +3526.7,3094.6218,0.81025654,1374.4076,290000.0,211.0,18125.0,,4512.0,0.0002427808,0.1,2.2470274 +3547.5,3109.7178,0.651456,1376.1467,300000.0,218.0,18750.0,,4672.0,0.0002425248,0.1,2.1935358 +3576.8,3124.7847,0.7856412,1371.6814,310000.0,226.0,19375.0,,4832.0,0.0002422688,0.1,2.1063313 +3656.7,3141.4072,1.3129108,1367.5214,320000.0,234.0,20000.0,,4992.0,0.0002420128,0.1,2.1311681 +3648.0,3156.7585,1.4715469,1369.2946,330000.0,241.0,20625.0,,5152.0,0.0002417568,0.1,2.088107 +3643.8,3171.0833,0.87476,1370.9678,340000.0,248.0,21250.0,,5312.0,0.0002415008,0.1,1.970927 +3643.2,3184.5723,1.0454787,1372.5491,350000.0,255.0,21875.0,,5440.0,0.000241296,0.1,2.1326835 +3701.9,3198.9424,1.1079174,1374.0458,360000.0,262.0,22500.0,,5600.0,0.00024104,0.1,2.1215773 +3771.5,3214.417,1.242609,1375.4647,370000.0,269.0,23125.0,,5760.0,0.000240784,0.1,1.8380553 +3902.8,3232.5322,0.9094773,1376.8116,380000.0,276.0,23750.0,,5920.0,0.000240528,0.1,1.8175144 +3987.7,3251.8958,1.2550596,1378.0919,390000.0,283.0,24375.0,,6080.0,0.000240272,0.1,2.148882 +4001.9,3270.6458,1.6460453,1379.3103,400000.0,290.0,25000.0,,6240.0,0.000240016,0.1,1.9599497 +4088.3,3290.5884,1.1617093,1375.8389,410000.0,298.0,25625.0,,6400.0,0.00023976,0.1,2.0216432 +4172.2,3311.5793,0.9596007,1377.0492,420000.0,305.0,26250.0,,6560.0,0.000239504,0.1,2.102931 +4242.4,3333.2263,0.8619605,1378.2051,430000.0,312.0,26875.0,,6688.0,0.0002392992,0.1,2.0351427 +4231.6,3353.6438,0.52675575,1379.3103,440000.0,319.0,27500.0,,6848.0,0.0002390432,0.1,2.1096652 +4178.9,3371.983,1.00801,1376.1467,450000.0,327.0,28125.0,,7008.0,0.0002387872,0.1,1.82345 +4231.2,3390.6616,0.8776364,1377.2455,460000.0,334.0,28750.0,,7168.0,0.0002385312,0.1,2.0597444 +4257.3,3409.1008,0.97137356,1378.2991,470000.0,341.0,29375.0,,7328.0,0.0002382752,0.1,1.8173385 +4319.6,3428.0693,1.0022706,1379.3103,480000.0,348.0,30000.0,,7488.0,0.0002380192,0.1,2.0819383 +4358.7,3447.0618,1.0694512,1384.1808,490000.0,354.0,30625.0,,7648.0,0.0002377632,0.1,1.725375 +4302.4,3464.1687,0.9259197,1381.2155,500000.0,362.0,31250.0,,7808.0,0.0002375072,0.1,1.787354 +4270.0,3479.9695,0.9513999,1385.8695,510000.0,368.0,31875.0,,7968.0,0.0002372512,0.1,1.4839991 +4416.8,3497.9854,1.9587897,1390.3744,520000.0,374.0,32500.0,,8096.0,0.0002370464,0.1,1.7455275 +4502.6,3516.9402,1.5909154,1387.4346,530000.0,382.0,33125.0,,8256.0,0.0002367904,0.1,1.3734895 +4555.8,3536.1782,1.6916199,1388.1748,540000.0,389.0,33750.0,,8416.0,0.0002365344,0.1,1.883404 +4566.6,3554.913,1.3015152,1388.8889,550000.0,396.0,34375.0,,8576.0,0.0002362784,0.1,1.3209908 +4679.7,3574.9988,1.2385159,1393.0348,560000.0,402.0,35000.0,,8736.0,0.0002360224,0.1,1.5217428 +4696.5,3594.6743,1.8923172,1393.6431,570000.0,409.0,35625.0,,8896.0,0.0002357664,0.1,1.5277796 +4834.2,3616.0454,0.88230646,1394.2307,580000.0,416.0,36250.0,,9056.0,0.0002355104,0.1,1.4234065 +5002.6,3639.5464,1.0509893,1394.7991,590000.0,423.0,36875.0,,9216.0,0.0002352544,0.1,1.9061143 +5028.6,3662.697,1.0824459,1398.6014,600000.0,429.0,37500.0,,9344.0,0.0002350496,0.1,1.3762349 +5114.9,3686.504,0.8630316,1399.0825,610000.0,436.0,38125.0,,9504.0,0.0002347936,0.1,1.5016434 +5128.7,3709.7651,1.2855935,1399.5486,620000.0,443.0,38750.0,,9664.0,0.0002345376,0.1,1.3654913 +5241.4,3734.077,0.97775847,1403.118,630000.0,449.0,39375.0,,9824.0,0.0002342816,0.1,1.6330098 +5314.8,3758.7756,0.8727623,1400.4376,640000.0,457.0,40000.0,,9984.0,0.0002340256,0.1,1.5312455 +5455.0,3784.8713,0.9323697,1400.862,650000.0,464.0,40625.0,,10144.0,0.0002337696,0.1,1.5763717 +5493.9,3810.7659,0.8846829,1401.2739,660000.0,471.0,41250.0,,10304.0,0.0002335136,0.1,1.529955 +5526.4,3836.3723,0.9102253,1401.6736,670000.0,478.0,41875.0,,10464.0,0.0002332576,0.1,1.2643273 +5486.1,3860.6333,0.9487635,1404.9586,680000.0,484.0,42500.0,,10624.0,0.0002330016,0.1,1.5984468 +5548.9,3885.101,1.2116551,1405.2953,690000.0,491.0,43125.0,,10752.0,0.0002327968,0.1,1.2918446 +5575.3,3909.2468,0.5841852,1405.6224,700000.0,498.0,43750.0,,10912.0,0.0002325408,0.1,1.4578414 +5633.3,3933.5295,0.71448565,1405.9406,710000.0,505.0,44375.0,,11072.0,0.0002322848,0.1,1.0076351 +5607.2,3956.7744,1.1084348,1409.002,720000.0,511.0,45000.0,,11232.0,0.0002320288,0.1,1.4038737 +5550.0,3978.5994,0.8383144,1409.2664,730000.0,518.0,45625.0,,11392.0,0.0002317728,0.1,1.5187771 +5614.6,4000.7073,1.4248496,1409.5238,740000.0,525.0,46250.0,,11552.0,0.0002315168,0.1,1.1431217 +5667.1,4022.9258,0.9562141,1407.1295,750000.0,533.0,46875.0,,11712.0,0.0002312608,0.1,1.5438735 +5685.0,4044.7952,0.9614504,1407.4073,760000.0,540.0,47500.0,,11872.0,0.0002310048,0.1,1.3634868 +5718.3,4066.5293,1.2295032,1407.6782,770000.0,547.0,48125.0,,12000.0,0.0002308,0.1,1.4006172 +5770.9,4088.3801,1.0988618,1405.4054,780000.0,555.0,48750.0,,12160.0,0.000230544,0.1,1.4448962 +5760.1,4109.541,0.87548095,1405.694,790000.0,562.0,49375.0,,12320.0,0.000230288,0.1,1.363791 +5720.3,4129.6753,0.65864664,1405.9753,800000.0,569.0,50000.0,,12480.0,0.000230032,0.1,1.2418525 +5693.3,4148.9795,1.3719746,1406.25,810000.0,576.0,50625.0,,12640.0,0.000229776,0.1,1.3590724 +5690.1,4167.7734,1.0850098,1404.1096,820000.0,584.0,51250.0,,12800.0,0.00022952,0.1,1.3688166 +5816.5,4187.6377,0.8041318,1404.3993,830000.0,591.0,51875.0,,12960.0,0.000229264,0.1,1.6132016 +5898.3,4208.003,0.9545712,1404.6823,840000.0,598.0,52500.0,,13120.0,0.000229008,0.1,1.4126288 +5951.6,4228.5156,0.8170116,1407.2848,850000.0,604.0,53125.0,,13280.0,0.000228752,0.1,1.6437874 +6061.9,4249.8345,1.2101613,1407.5287,860000.0,611.0,53750.0,,13408.0,0.0002285472,0.1,1.5450467 +6056.6,4270.6016,1.1698732,1407.767,870000.0,618.0,54375.0,,13568.0,0.0002282912,0.1,1.5082455 +6162.7,4292.1025,1.0609701,1408.0,880000.0,625.0,55000.0,,13728.0,0.0002280352,0.1,1.1851207 +6141.9,4312.8867,0.9518686,1408.2279,890000.0,632.0,55625.0,,13888.0,0.0002277792,0.1,1.5614554 +6182.2,4333.6567,1.8854955,1408.4507,900000.0,639.0,56250.0,,14048.0,0.0002275232,0.1,1.3769197 +6139.1,4353.497,1.1782465,1410.8527,910000.0,645.0,56875.0,,14208.0,0.0002272672,0.1,1.5409435 +6122.6,4372.726,1.4045103,1408.8821,920000.0,653.0,57500.0,,14368.0,0.0002270112,0.1,1.6292882 +6082.2,4391.1074,1.7019583,1409.091,930000.0,660.0,58125.0,,14528.0,0.0002267552,0.1,1.4296441 +6074.8,4409.019,2.6182187,1409.2954,940000.0,667.0,58750.0,,14656.0,0.0002265504,0.1,1.4090052 +6053.0,4426.324,0.794881,1411.5898,950000.0,673.0,59375.0,,14816.0,0.0002262944,0.1,1.4232804 +6057.1,4443.312,1.5908661,1411.7646,960000.0,680.0,60000.0,,14976.0,0.0002260384,0.1,1.431642 +6031.8,4459.688,1.8538475,1411.9359,970000.0,687.0,60625.0,,15136.0,0.0002257824,0.1,1.3522465 +5948.6,4474.881,0.77450955,1412.1038,980000.0,694.0,61250.0,,15296.0,0.0002255264,0.1,1.5474238 +5907.7,4489.354,2.1064954,1412.2682,990000.0,701.0,61875.0,,15456.0,0.0002252704,0.1,1.5135639 +5890.7,4503.367,0.9896321,1414.4271,1000000.0,707.0,62500.0,,15616.0,0.0002250144,0.1,1.5856283 +5916.5,4561.9487,0.8368244,1412.5874,1010000.0,715.0,63125.0,,15776.0,0.0002247584,0.1,1.3930278 +5869.4,4602.043,0.7414504,1412.7424,1020000.0,722.0,63750.0,,15936.0,0.0002245024,0.1,1.4718583 +5855.2,4632.3823,2.6425114,1414.8352,1030000.0,728.0,64375.0,,16064.0,0.0002242976,0.1,1.3559648 +5921.6,4662.0986,1.9294635,1413.0435,1040000.0,736.0,65000.0,,16224.0,0.0002240416,0.1,1.6018124 +5926.7,4690.7007,2.4794717,1413.1898,1050000.0,743.0,65625.0,,16384.0,0.0002237856,0.1,1.3632522 +5872.7,4718.6914,1.3414737,1413.3334,1060000.0,750.0,66250.0,,16544.0,0.0002235296,0.1,1.7550635 +5888.9,4745.791,1.2575155,1415.3439,1070000.0,756.0,66875.0,,16704.0,0.0002232736,0.1,1.6265789 +5946.8,4773.767,0.6444658,1415.4652,1080000.0,763.0,67500.0,,16864.0,0.0002230176,0.1,1.786864 +5905.5,4801.303,1.5016887,1415.5845,1090000.0,770.0,68125.0,,17024.0,0.0002227616,0.1,1.5692416 +5894.6,4828.261,1.2986263,1415.7014,1100000.0,777.0,68750.0,,17184.0,0.0002225056,0.1,1.7672124 +5866.3,4855.4204,0.8914869,1417.6245,1110000.0,783.0,69375.0,,17312.0,0.0002223008,0.1,1.4730592 +5929.4,4883.2593,1.4374367,1419.5184,1120000.0,789.0,70000.0,,17472.0,0.0002220448,0.1,1.5205781 +5930.7,4911.0464,1.3751053,1417.8168,1130000.0,797.0,70625.0,,17632.0,0.0002217888,0.1,1.2226549 +5887.2,4938.1104,0.60047036,1417.9104,1140000.0,804.0,71250.0,,17792.0,0.0002215328,0.1,1.5102757 +5931.0,4965.07,1.5733491,1416.2561,1150000.0,812.0,71875.0,,17952.0,0.0002212768,0.1,1.3784899 +5964.4,4992.15,1.7287928,1416.3615,1160000.0,819.0,72500.0,,18112.0,0.0002210208,0.1,1.4999995 +5954.0,5019.4824,1.6583984,1416.4648,1170000.0,826.0,73125.0,,18272.0,0.0002207648,0.1,1.4813254 +5914.4,5046.0024,1.6643412,1418.2693,1180000.0,832.0,73750.0,,18432.0,0.0002205088,0.1,1.7588086 +5966.3,5072.9224,0.6152998,1418.3552,1190000.0,839.0,74375.0,,18592.0,0.0002202528,0.1,1.5715588 +6017.7,5100.229,0.55954325,1420.1183,1200000.0,845.0,75000.0,,18720.0,0.000220048,0.1,1.5949893 +6017.1,5126.855,1.1331583,1418.5228,1210000.0,853.0,75625.0,,18880.0,0.000219792,0.1,1.5571548 +6027.6,5153.22,1.5025893,1416.957,1220000.0,861.0,76250.0,,19040.0,0.000219536,0.1,1.5933325 +6064.0,5179.602,1.0955286,1417.0507,1230000.0,868.0,76875.0,,19200.0,0.00021928,0.1,1.3480592 +6117.1,5206.165,0.7260252,1417.1428,1240000.0,875.0,77500.0,,19360.0,0.000219024,0.1,1.5514216 +6158.5,5233.145,0.9297043,1415.6285,1250000.0,883.0,78125.0,,19520.0,0.000218768,0.1,1.5808538 +6111.9,5259.555,0.62398136,1415.7303,1260000.0,890.0,78750.0,,19680.0,0.000218512,0.1,1.5097876 +6112.7,5285.96,1.0400285,1415.8306,1270000.0,897.0,79375.0,,19840.0,0.000218256,0.1,1.7097507 +6094.7,5311.823,0.67715675,1415.9292,1280000.0,904.0,80000.0,,20000.0,0.000218,0.1,1.5226057 +6086.0,5337.416,1.080279,1417.5824,1290000.0,910.0,80625.0,,20128.0,0.0002177952,0.1,1.4789202 +6069.8,5362.639,1.3207413,1417.6663,1300000.0,917.0,81250.0,,20288.0,0.0002175392,0.1,1.5483453 +6103.8,5387.909,0.7490755,1417.7489,1310000.0,924.0,81875.0,,20448.0,0.0002172832,0.1,1.7110794 +6154.5,5412.8877,0.7170086,1417.8303,1320000.0,931.0,82500.0,,20608.0,0.0002170272,0.1,1.4638863 +6024.4,5436.6514,0.84739065,1417.9104,1330000.0,938.0,83125.0,,20768.0,0.0002167712,0.1,1.4309771 +6125.0,5461.4624,2.255785,1417.9894,1340000.0,945.0,83750.0,,20928.0,0.0002165152,0.1,1.3776515 +6116.4,5486.1943,0.54495025,1418.0673,1350000.0,952.0,84375.0,,21088.0,0.0002162592,0.1,1.4185793 +6122.0,5510.3955,1.417797,1419.6243,1360000.0,958.0,85000.0,,21248.0,0.0002160032,0.1,1.3807039 +6154.3,5534.2246,0.78290373,1419.6891,1370000.0,965.0,85625.0,,21376.0,0.0002157984,0.1,1.923809 +6122.8,5556.424,0.82122666,1419.753,1380000.0,972.0,86250.0,,21536.0,0.0002155424,0.1,1.2724571 +6175.1,5578.299,0.7639793,1419.8162,1390000.0,979.0,86875.0,,21696.0,0.0002152864,0.1,1.8739761 +6192.8,5600.2075,0.9479408,1419.8783,1400000.0,986.0,87500.0,,21856.0,0.0002150304,0.1,1.2443396 +6224.3,5621.5674,1.4348693,1419.9396,1410000.0,993.0,88125.0,,22016.0,0.0002147744,0.1,1.8686059 +6210.4,5641.9487,0.72555715,1418.5814,1420000.0,1001.0,88750.0,,22176.0,0.0002145184,0.1,1.3266116 +6213.3,5661.658,1.4320158,1417.2448,1430000.0,1009.0,89375.0,,22336.0,0.0002142624,0.1,1.730907 +6247.7,5681.819,1.0637581,1417.3229,1440000.0,1016.0,90000.0,,22496.0,0.0002140064,0.1,1.2879035 +6306.9,5703.098,0.8934609,1417.3998,1450000.0,1023.0,90625.0,,22656.0,0.0002137504,0.1,1.5651035 +6418.2,5724.9683,1.3630089,1418.8533,1460000.0,1029.0,91250.0,,22784.0,0.0002135456,0.1,1.2787132 +6365.6,5746.0513,1.0510234,1418.919,1470000.0,1036.0,91875.0,,22944.0,0.0002132896,0.1,1.2519896 +6449.0,5767.3457,0.9316414,1418.9836,1480000.0,1043.0,92500.0,,23104.0,0.0002130336,0.1,1.3833051 +6377.0,5787.529,2.7794907,1419.0476,1490000.0,1050.0,93125.0,,23264.0,0.0002127776,0.1,1.1284091 +6465.8,5809.163,1.1519364,1419.1107,1500000.0,1057.0,93750.0,,23424.0,0.0002125216,0.1,1.3636638 +6524.4,5831.707,1.6333071,1420.508,1510000.0,1063.0,94375.0,,23584.0,0.0002122656,0.1,1.1162809 +6573.4,5853.2725,1.5618228,1419.2344,1520000.0,1071.0,95000.0,,23744.0,0.0002120096,0.1,1.4810488 +6567.8,5873.9243,0.7931572,1419.295,1530000.0,1078.0,95625.0,,23904.0,0.0002117536,0.1,1.2751955 +6586.5,5894.2314,0.6122224,1418.0479,1540000.0,1086.0,96250.0,,24032.0,0.0002115488,0.1,1.3383425 +6552.8,5914.0938,1.5997648,1418.1152,1550000.0,1093.0,96875.0,,24192.0,0.0002112928,0.1,1.0887666 +6584.9,5933.1465,1.6639,1415.608,1560000.0,1102.0,97500.0,,24352.0,0.0002110368,0.1,1.3020017 +6589.4,5952.074,0.92025995,1415.6898,1570000.0,1109.0,98125.0,,24512.0,0.0002107808,0.1,1.7546386 +6550.6,5969.239,0.72356784,1414.5032,1580000.0,1117.0,98750.0,,24672.0,0.0002105248,0.1,1.6451938 +6409.5,5983.3076,1.6627285,1414.5907,1590000.0,1124.0,99375.0,,24832.0,0.0002102688,0.1,1.2254741 +6442.9,5997.45,2.4815836,1413.4276,1600000.0,1132.0,100000.0,,24992.0,0.0002100128,0.1,1.4512804 +6377.3,6010.075,1.2586026,1412.2808,1610000.0,1140.0,100625.0,,25152.0,0.0002097568,0.1,1.4493386 +6418.8,6022.976,1.0480827,1412.3801,1620000.0,1147.0,101250.0,,25312.0,0.0002095008,0.1,1.3145299 +6292.7,6033.489,0.5124646,1412.4784,1630000.0,1154.0,101875.0,,25440.0,0.000209296,0.1,1.5264614 +6267.9,6043.0195,1.4480824,1412.5753,1640000.0,1161.0,102500.0,,25600.0,0.00020904,0.1,1.4292237 +6229.6,6050.766,0.28778812,1412.6713,1650000.0,1168.0,103125.0,,25760.0,0.000208784,0.1,2.229691 +6247.5,6058.302,1.8271205,1413.9694,1660000.0,1174.0,103750.0,,25920.0,0.000208528,0.1,1.1163826 +6292.6,6065.964,0.4902182,1414.0559,1670000.0,1181.0,104375.0,,26080.0,0.000208272,0.1,1.7616612 +6292.8,6074.0312,1.3296747,1412.952,1680000.0,1189.0,105000.0,,26240.0,0.000208016,0.1,1.3437189 +6236.2,6080.9043,1.3856294,1413.0435,1690000.0,1196.0,105625.0,,26400.0,0.00020776,0.1,1.6475496 +6272.4,6087.875,0.7508939,1414.3094,1700000.0,1202.0,106250.0,,26560.0,0.000207504,0.1,0.95401704 +6325.6,6094.7983,1.537995,1414.3921,1710000.0,1209.0,106875.0,,26688.0,0.0002072992,0.1,1.0481772 +6485.0,6103.5757,0.6113793,1414.4736,1720000.0,1216.0,107500.0,,26848.0,0.0002070432,0.1,1.3989971 +6574.3,6113.8193,1.2702178,1413.3987,1730000.0,1224.0,108125.0,,27008.0,0.0002067872,0.1,1.288079 +6643.5,6124.108,1.0820434,1413.485,1740000.0,1231.0,108750.0,,27168.0,0.0002065312,0.1,1.3236737 +6685.6,6134.293,0.85363966,1414.713,1750000.0,1237.0,109375.0,,27328.0,0.0002062752,0.1,1.1624539 +6747.7,6144.92,0.72001874,1414.791,1760000.0,1244.0,110000.0,,27488.0,0.0002060192,0.1,1.4396641 +6805.1,6155.788,0.9309737,1414.8682,1770000.0,1251.0,110625.0,,27648.0,0.0002057632,0.1,1.1885138 +6846.5,6166.5444,0.71042687,1413.8204,1780000.0,1259.0,111250.0,,27808.0,0.0002055072,0.1,1.5038 +6881.3,6177.7563,1.1633,1415.0198,1790000.0,1265.0,111875.0,,27968.0,0.0002052512,0.1,1.1827061 +6905.8,6189.6113,1.4631399,1416.2078,1800000.0,1271.0,112500.0,,28096.0,0.0002050464,0.1,1.4555268 +6879.9,6201.477,2.132609,1415.1681,1810000.0,1279.0,113125.0,,28256.0,0.0002047904,0.1,1.2329055 +6878.5,6213.3613,0.7447455,1415.2411,1820000.0,1286.0,113750.0,,28416.0,0.0002045344,0.1,1.3662318 +6905.6,6224.252,1.1858149,1415.3132,1830000.0,1293.0,114375.0,,28576.0,0.0002042784,0.1,1.1746271 +6839.8,6233.667,1.5479589,1415.3846,1840000.0,1300.0,115000.0,,28736.0,0.0002040224,0.1,1.135953 +6739.8,6241.5493,1.4312742,1416.5391,1850000.0,1306.0,115625.0,,28896.0,0.0002037664,0.1,1.4936152 +6701.0,6247.94,1.1540735,1416.6031,1860000.0,1313.0,116250.0,,29056.0,0.0002035104,0.1,1.348349 +6629.6,6253.6704,0.49367553,1416.6666,1870000.0,1320.0,116875.0,,29216.0,0.0002032544,0.1,1.4192519 +6547.6,6257.5195,2.1066988,1416.7295,1880000.0,1327.0,117500.0,,29344.0,0.0002030496,0.1,0.9831803 +6529.1,6261.392,1.0260442,1416.7916,1890000.0,1334.0,118125.0,,29504.0,0.0002027936,0.1,1.5325518 +6485.4,6264.4233,1.2601767,1415.7974,1900000.0,1342.0,118750.0,,29664.0,0.0002025376,0.1,1.3108019 +6497.3,6268.006,0.86290514,1414.8148,1910000.0,1350.0,119375.0,,29824.0,0.0002022816,0.1,1.2801291 +6534.7,6272.1255,1.1217752,1413.8439,1920000.0,1358.0,120000.0,,29984.0,0.0002020256,0.1,1.0227351 +6513.0,6276.4336,1.8498445,1412.8843,1930000.0,1366.0,120625.0,,30144.0,0.0002017696,0.1,1.3749115 +6607.1,6281.757,1.0401291,1413.9941,1940000.0,1372.0,121250.0,,30304.0,0.0002015136,0.1,1.5227387 +6593.2,6287.1587,0.7328946,1414.0681,1950000.0,1379.0,121875.0,,30464.0,0.0002012576,0.1,1.2923548 +6672.0,6293.308,0.9947814,1413.1218,1960000.0,1387.0,122500.0,,30624.0,0.0002010016,0.1,1.0815141 +6654.5,6299.535,1.8876084,1414.2139,1970000.0,1393.0,123125.0,,30752.0,0.0002007968,0.1,1.2917469 +6618.2,6306.2305,1.3498809,1413.2762,1980000.0,1401.0,123750.0,,30912.0,0.0002005408,0.1,1.7977395 +6614.2,6313.2954,1.8979431,1413.3523,1990000.0,1408.0,124375.0,,31072.0,0.0002002848,0.1,1.2711611 +6666.5,6321.0537,0.85619605,1414.4271,2000000.0,1414.0,125000.0,,31232.0,0.0002000288,0.1,1.6040795 +6691.0,6328.799,0.9519604,1414.4968,2010000.0,1421.0,125625.0,,31392.0,0.0001997728,0.1,1.3335304 +6741.5,6337.52,0.9559639,1414.5658,2020000.0,1428.0,126250.0,,31552.0,0.0001995168,0.1,1.1805131 +6864.0,6347.608,0.4471534,1415.6206,2030000.0,1434.0,126875.0,,31712.0,0.0001992608,0.1,1.495074 +6894.7,6357.3394,0.84078974,1415.6836,2040000.0,1441.0,127500.0,,31872.0,0.0001990048,0.1,0.9663954 +6956.3,6367.635,1.592764,1415.7458,2050000.0,1448.0,128125.0,,32000.0,0.0001988,0.1,1.7626328 +6974.5,6378.6533,1.2522258,1415.8076,2060000.0,1455.0,128750.0,,32160.0,0.000198544,0.1,0.9991491 +7004.2,6389.8057,0.8863889,1416.8378,2070000.0,1461.0,129375.0,,32320.0,0.000198288,0.1,1.436306 +6988.3,6400.221,2.1609187,1416.8937,2080000.0,1468.0,130000.0,,32480.0,0.000198032,0.1,1.1422933 +6858.4,6409.75,1.0840191,1416.9491,2090000.0,1475.0,130625.0,,32640.0,0.000197776,0.1,1.4595925 +6841.1,6419.215,0.5565256,1417.004,2100000.0,1482.0,131250.0,,32800.0,0.00019752,0.1,1.1257284 +6887.7,6429.4287,0.8085031,1417.0585,2110000.0,1489.0,131875.0,,32960.0,0.000197264,0.1,1.0600768 +6946.5,6439.6,1.7827885,1416.1656,2120000.0,1497.0,132500.0,,33120.0,0.000197008,0.1,1.0465343 +6940.6,6449.699,2.1464002,1416.2234,2130000.0,1504.0,133125.0,,33280.0,0.000196752,0.1,1.401937 +6855.6,6459.3833,1.0796499,1416.2806,2140000.0,1511.0,133750.0,,33408.0,0.0001965472,0.1,1.381582 +6815.5,6468.2285,2.7117784,1417.2709,2150000.0,1517.0,134375.0,,33568.0,0.0001962912,0.1,1.0065749 +6780.0,6476.385,1.0696718,1417.3229,2160000.0,1524.0,135000.0,,33728.0,0.0001960352,0.1,1.4304492 +6756.7,6484.412,1.396112,1417.3743,2170000.0,1531.0,135625.0,,33888.0,0.0001957792,0.1,1.1853845 +6694.9,6492.216,0.89846665,1417.4252,2180000.0,1538.0,136250.0,,34048.0,0.0001955232,0.1,1.391707 +6614.4,6498.697,0.9257656,1417.4757,2190000.0,1545.0,136875.0,,34208.0,0.0001952672,0.1,1.4191315 +6593.4,6504.4536,0.92924345,1417.5258,2200000.0,1552.0,137500.0,,34368.0,0.0001950112,0.1,1.3983669 +6676.5,6511.0474,1.0126753,1417.5753,2210000.0,1559.0,138125.0,,34528.0,0.0001947552,0.1,1.27584 +6786.2,6518.634,0.7950728,1417.6245,2220000.0,1566.0,138750.0,,34656.0,0.0001945504,0.1,0.8191775 +6868.3,6526.677,1.9274808,1418.5751,2230000.0,1572.0,139375.0,,34816.0,0.0001942944,0.1,1.463215 +6837.4,6533.88,1.3301713,1418.6194,2240000.0,1579.0,140000.0,,34976.0,0.0001940384,0.1,1.0799819 +6893.2,6541.227,0.8994901,1419.5583,2250000.0,1585.0,140625.0,,35136.0,0.0001937824,0.1,1.3407478 +6954.8,6549.6562,0.40449882,1419.598,2260000.0,1592.0,141250.0,,35296.0,0.0001935264,0.1,1.0275629 +6974.3,6558.272,1.4120256,1419.6373,2270000.0,1599.0,141875.0,,35456.0,0.0001932704,0.1,1.2693312 +7036.8,6567.6934,1.0026797,1419.6763,2280000.0,1606.0,142500.0,,35616.0,0.0001930144,0.1,1.2786926 +6921.3,6576.0464,1.3397052,1419.7148,2290000.0,1613.0,143125.0,,35776.0,0.0001927584,0.1,1.5893452 +6894.5,6584.293,2.0259845,1419.753,2300000.0,1620.0,143750.0,,35936.0,0.0001925024,0.1,0.9746331 +6906.6,6592.3213,0.79618156,1420.6642,2310000.0,1626.0,144375.0,,36064.0,0.0001922976,0.1,1.2612786 +6960.2,6600.378,1.2949767,1420.6981,2320000.0,1633.0,145000.0,,36224.0,0.0001920416,0.1,0.94260085 +6915.4,6609.288,0.5701364,1421.5985,2330000.0,1639.0,145625.0,,36384.0,0.0001917856,0.1,1.4656241 +6930.9,6617.3467,1.770701,1421.6282,2340000.0,1646.0,146250.0,,36544.0,0.0001915296,0.1,1.0983812 +6918.0,6625.3623,1.6802864,1421.6576,2350000.0,1653.0,146875.0,,36704.0,0.0001912736,0.1,1.4226496 +6904.3,6633.1855,1.6392584,1421.6868,2360000.0,1660.0,147500.0,,36864.0,0.0001910176,0.1,1.2819135 +6873.8,6640.3813,1.8324865,1420.8633,2370000.0,1668.0,148125.0,,37024.0,0.0001907616,0.1,1.4566076 +6879.3,6647.9463,1.2606485,1420.8955,2380000.0,1675.0,148750.0,,37184.0,0.0001905056,0.1,1.2486084 +6826.7,6654.462,1.7791452,1421.7727,2390000.0,1681.0,149375.0,,37312.0,0.0001903008,0.1,1.330196 +6927.0,6661.804,2.9764836,1421.8009,2400000.0,1688.0,150000.0,,37472.0,0.0001900448,0.1,1.6262958 +6883.5,6668.3955,1.3771051,1421.8289,2410000.0,1695.0,150625.0,,37632.0,0.0001897888,0.1,1.5132471 +6928.8,6675.58,0.97576064,1421.8567,2420000.0,1702.0,151250.0,,37792.0,0.0001895328,0.1,1.6056392 +7061.0,6684.0566,0.7146089,1421.0526,2430000.0,1710.0,151875.0,,37952.0,0.0001892768,0.1,1.0652683 +7022.0,6691.8,1.9214898,1421.0833,2440000.0,1717.0,152500.0,,38112.0,0.0001890208,0.1,1.5542538 +6980.3,6698.5337,2.142729,1420.2898,2450000.0,1725.0,153125.0,,38272.0,0.0001887648,0.1,1.3119161 +7028.0,6704.632,1.5680909,1420.3234,2460000.0,1732.0,153750.0,,38432.0,0.0001885088,0.1,1.6236899 +7020.0,6711.176,1.0854449,1420.3566,2470000.0,1739.0,154375.0,,38592.0,0.0001882528,0.1,1.0958891 +6930.6,6715.9917,1.428094,1421.2035,2480000.0,1745.0,155000.0,,38720.0,0.000188048,0.1,1.8335894 +6957.7,6721.799,0.816189,1421.2329,2490000.0,1752.0,155625.0,,38880.0,0.000187792,0.1,1.2961667 +7032.4,6727.4644,0.7942994,1420.4546,2500000.0,1760.0,156250.0,,39040.0,0.000187536,0.1,1.3079286 +6986.2,6732.0825,1.81451,1419.6832,2510000.0,1768.0,156875.0,,39200.0,0.00018728,0.1,1.3601648 +6913.8,6735.4863,1.2089213,1418.1205,2520000.0,1777.0,157500.0,,39360.0,0.000187024,0.1,1.6392399 +6902.8,6738.837,0.7700314,1418.1614,2530000.0,1784.0,158125.0,,39520.0,0.000186768,0.1,1.067749 +6822.4,6741.196,1.8863748,1418.2021,2540000.0,1791.0,158750.0,,39680.0,0.000186512,0.1,1.3171091 +6857.1,6744.239,1.1612805,1418.2424,2550000.0,1798.0,159375.0,,39840.0,0.000186256,0.1,1.2490635 +6837.4,6746.763,0.8886513,1416.7128,2560000.0,1807.0,160000.0,,40000.0,0.000186,0.1,1.2585846 +6845.1,6749.321,0.6906323,1416.7585,2570000.0,1814.0,160625.0,,40128.0,0.0001857952,0.1,1.3398266 +6842.0,6752.235,1.4636662,1416.0264,2580000.0,1822.0,161250.0,,40288.0,0.0001855392,0.1,1.0382134 +6826.7,6756.4067,1.569764,1416.0743,2590000.0,1829.0,161875.0,,40448.0,0.0001852832,0.1,1.3432629 +6827.3,6760.2515,1.0230067,1415.3511,2600000.0,1837.0,162500.0,,40608.0,0.0001850272,0.1,1.0317271 +6795.1,6764.4287,0.6140321,1415.4012,2610000.0,1844.0,163125.0,,40768.0,0.0001847712,0.1,1.401712 +6792.1,6768.1626,0.4591134,1415.451,2620000.0,1851.0,163750.0,,40928.0,0.0001845152,0.1,1.055566 +6924.2,6774.4775,0.9155232,1415.5005,2630000.0,1858.0,164375.0,,41088.0,0.0001842592,0.1,1.3009293 +6919.3,6780.991,1.2699504,1416.309,2640000.0,1864.0,165000.0,,41248.0,0.0001840032,0.1,1.318439 +7019.5,6788.89,0.61875767,1416.3549,2650000.0,1871.0,165625.0,,41376.0,0.0001837984,0.1,1.1151628 +7133.2,6797.747,1.1863991,1416.4004,2660000.0,1878.0,166250.0,,41536.0,0.0001835424,0.1,1.2727139 +7201.5,6806.8364,1.0422953,1416.4457,2670000.0,1885.0,166875.0,,41696.0,0.0001832864,0.1,1.0488349 +7200.6,6815.9136,0.65909755,1416.4905,2680000.0,1892.0,167500.0,,41856.0,0.0001830304,0.1,1.2022429 +7172.0,6825.272,2.0724099,1417.2814,2690000.0,1898.0,168125.0,,42016.0,0.0001827744,0.1,1.1524937 +7221.4,6834.761,0.7292171,1417.3229,2700000.0,1905.0,168750.0,,42176.0,0.0001825184,0.1,1.4678316 +7213.5,6843.6406,1.628892,1418.1057,2710000.0,1911.0,169375.0,,42336.0,0.0001822624,0.1,1.34524 +7195.7,6850.7476,1.0568007,1418.1439,2720000.0,1918.0,170000.0,,42496.0,0.0001820064,0.1,1.1225673 +7143.8,6856.4424,1.0728902,1417.4454,2730000.0,1926.0,170625.0,,42656.0,0.0001817504,0.1,1.178702 +7149.3,6861.5005,2.27977,1418.2195,2740000.0,1932.0,171250.0,,42784.0,0.0001815456,0.1,1.3067901 +7160.6,6866.2515,1.5179791,1418.2568,2750000.0,1939.0,171875.0,,42944.0,0.0001812896,0.1,1.2882886 +7114.9,6869.924,3.3665695,1418.294,2760000.0,1946.0,172500.0,,43104.0,0.0001810336,0.1,1.0041605 +7025.9,6872.1313,0.9521746,1418.3308,2770000.0,1953.0,173125.0,,43264.0,0.0001807776,0.1,1.5294055 +6986.7,6873.5327,1.9788057,1418.3673,2780000.0,1960.0,173750.0,,43424.0,0.0001805216,0.1,0.7990124 +7037.2,6875.0913,0.98796684,1417.683,2790000.0,1968.0,174375.0,,43584.0,0.0001802656,0.1,1.3700415 +6927.7,6875.3105,2.731398,1417.004,2800000.0,1976.0,175000.0,,43744.0,0.0001800096,0.1,1.2504125 +6927.2,6875.7837,1.271008,1417.0449,2810000.0,1983.0,175625.0,,43904.0,0.0001797536,0.1,1.4538677 +7000.5,6877.003,2.2655144,1416.3737,2820000.0,1991.0,176250.0,,44032.0,0.0001795488,0.1,0.8873389 +6953.5,6877.4824,2.3887317,1416.4164,2830000.0,1998.0,176875.0,,44192.0,0.0001792928,0.1,1.151242 +7023.1,6879.3164,2.130192,1415.7527,2840000.0,2006.0,177500.0,,44352.0,0.0001790368,0.1,0.7933237 +7045.0,6882.3687,0.8779041,1415.0944,2850000.0,2014.0,178125.0,,44512.0,0.0001787808,0.1,1.3655617 +7149.5,6886.8535,2.7620263,1414.4412,2860000.0,2022.0,178750.0,,44672.0,0.0001785248,0.1,0.93087196 +7306.2,6893.619,0.88820034,1413.097,2870000.0,2031.0,179375.0,,44832.0,0.0001782688,0.1,1.3136191 +7377.8,6901.9214,1.7077973,1413.1501,2880000.0,2038.0,180000.0,,44992.0,0.0001780128,0.1,1.229567 +7370.5,6910.335,0.9655756,1413.2029,2890000.0,2045.0,180625.0,,45152.0,0.0001777568,0.1,1.1784148 +7368.2,6919.163,0.74297243,1413.2554,2900000.0,2052.0,181250.0,,45312.0,0.0001775008,0.1,1.0503032 +7349.8,6927.688,1.1022359,1413.3074,2910000.0,2059.0,181875.0,,45440.0,0.000177296,0.1,1.2187656 +7405.3,6936.3945,1.0726458,1413.3591,2920000.0,2066.0,182500.0,,45600.0,0.00017704,0.1,1.4818115 +7315.4,6944.418,1.1542321,1413.4105,2930000.0,2073.0,183125.0,,45760.0,0.000176784,0.1,1.5741923 +7403.4,6952.381,0.7878366,1412.7823,2940000.0,2081.0,183750.0,,45920.0,0.000176528,0.1,1.2957006 +7328.3,6959.732,1.5684981,1412.8352,2950000.0,2088.0,184375.0,,46080.0,0.000176272,0.1,1.4334846 +7322.2,6966.234,1.9295806,1412.8878,2960000.0,2095.0,185000.0,,46240.0,0.000176016,0.1,1.7731159 +7227.6,6971.965,1.8221684,1412.9401,2970000.0,2102.0,185625.0,,46400.0,0.00017576,0.1,1.1052283 +7252.4,6978.3066,0.7407575,1412.992,2980000.0,2109.0,186250.0,,46560.0,0.000175504,0.1,1.2334056 +7194.8,6984.1133,0.6952247,1413.7115,2990000.0,2115.0,186875.0,,46688.0,0.0001752992,0.1,1.1339848 +7172.5,6989.1733,1.0633659,1413.7606,3000000.0,2122.0,187500.0,,46848.0,0.0001750432,0.1,1.3857135 +7131.4,6993.5767,2.1908002,1413.8093,3010000.0,2129.0,188125.0,,47008.0,0.0001747872,0.1,1.3180089 +7111.2,6997.274,0.53616697,1413.196,3020000.0,2137.0,188750.0,,47168.0,0.0001745312,0.1,1.4154987 +7100.5,6999.639,2.0212958,1413.2462,3030000.0,2144.0,189375.0,,47328.0,0.0001742752,0.1,1.1512234 +7105.4,7001.7456,0.99124193,1413.9535,3040000.0,2150.0,190000.0,,47488.0,0.0001740192,0.1,1.4985566 +7055.9,7002.7417,0.97635484,1413.3457,3050000.0,2158.0,190625.0,,47648.0,0.0001737632,0.1,0.9551645 +7014.7,7003.143,2.5939422,1413.3949,3060000.0,2165.0,191250.0,,47808.0,0.0001735072,0.1,1.4245822 +7055.8,7003.66,1.7237065,1413.4438,3070000.0,2172.0,191875.0,,47968.0,0.0001732512,0.1,0.83937216 +7123.7,7005.014,1.3851397,1414.1414,3080000.0,2178.0,192500.0,,48096.0,0.0001730464,0.1,0.9723531 +7169.9,7008.129,0.6568509,1414.1876,3090000.0,2185.0,193125.0,,48256.0,0.0001727904,0.1,1.0515294 +7154.8,7011.2656,1.7984699,1414.2335,3100000.0,2192.0,193750.0,,48416.0,0.0001725344,0.1,0.95989466 +7236.2,7014.7505,0.96670026,1413.6364,3110000.0,2200.0,194375.0,,48576.0,0.0001722784,0.1,1.6531824 +7229.7,7017.583,0.489194,1413.0435,3120000.0,2208.0,195000.0,,48736.0,0.0001720224,0.1,0.9359051 +7233.4,7020.5107,0.9799416,1413.0925,3130000.0,2215.0,195625.0,,48896.0,0.0001717664,0.1,1.4913373 +7267.8,7024.6323,1.555662,1413.1414,3140000.0,2222.0,196250.0,,49056.0,0.0001715104,0.1,1.0835595 +7243.9,7028.916,0.95089924,1413.1898,3150000.0,2229.0,196875.0,,49216.0,0.0001712544,0.1,1.3216724 +7264.4,7033.7607,1.9648119,1413.2379,3160000.0,2236.0,197500.0,,49344.0,0.0001710496,0.1,1.1883821 +7334.2,7039.535,0.73973656,1413.2858,3170000.0,2243.0,198125.0,,49504.0,0.0001707936,0.1,0.96951216 +7372.9,7046.315,1.5729525,1412.7054,3180000.0,2251.0,198750.0,,49664.0,0.0001705376,0.1,1.1880366 +7483.1,7055.0024,0.473903,1412.7546,3190000.0,2258.0,199375.0,,49824.0,0.0001702816,0.1,1.4313029 +7551.5,7064.5845,1.501582,1412.8036,3200000.0,2265.0,200000.0,,49984.0,0.0001700256,0.1,1.3856158 +7520.3,7073.022,0.6850126,1412.2306,3210000.0,2273.0,200625.0,,50144.0,0.0001697696,0.1,1.3816763 +7559.8,7080.759,0.78198373,1412.2808,3220000.0,2280.0,201250.0,,50304.0,0.0001695136,0.1,1.1568129 +7611.7,7088.192,1.345565,1412.3306,3230000.0,2287.0,201875.0,,50464.0,0.0001692576,0.1,1.2462407 +7565.3,7095.471,2.0799956,1412.3801,3240000.0,2294.0,202500.0,,50624.0,0.0001690016,0.1,1.4812859 +7536.8,7101.9077,0.63287145,1412.4293,3250000.0,2301.0,203125.0,,50752.0,0.0001687968,0.1,1.1376562 +7528.4,7107.643,0.8128281,1411.8666,3260000.0,2309.0,203750.0,,50912.0,0.0001685408,0.1,0.9014852 +7528.6,7113.186,1.1685542,1410.6989,3270000.0,2318.0,204375.0,,51072.0,0.0001682848,0.1,1.3607421 +7542.0,7118.2373,0.73859215,1410.7527,3280000.0,2325.0,205000.0,,51232.0,0.0001680288,0.1,1.1775717 +7531.2,7124.337,0.99220955,1410.2014,3290000.0,2333.0,205625.0,,51392.0,0.0001677728,0.1,0.95127505 +7541.9,7130.8105,0.8651402,1409.654,3300000.0,2341.0,206250.0,,51552.0,0.0001675168,0.1,0.92087513 +7479.9,7136.543,1.1804743,1409.7104,3310000.0,2348.0,206875.0,,51712.0,0.0001672608,0.1,0.87896943 +7342.7,7140.3677,1.861376,1409.7665,3320000.0,2355.0,207500.0,,51872.0,0.0001670048,0.1,1.1242995 +7343.3,7144.6475,0.8312759,1409.8221,3330000.0,2362.0,208125.0,,52000.0,0.0001668,0.1,1.1507362 +7244.0,7147.779,1.2643403,1409.8776,3340000.0,2369.0,208750.0,,52160.0,0.000166544,0.1,1.0086589 +7169.6,7150.295,1.7159615,1409.3395,3350000.0,2377.0,209375.0,,52320.0,0.000166288,0.1,1.0996605 +7166.2,7152.9136,1.2136798,1409.396,3360000.0,2384.0,210000.0,,52480.0,0.000166032,0.1,1.0502875 +7173.8,7155.9136,1.183341,1409.4521,3370000.0,2391.0,210625.0,,52640.0,0.000165776,0.1,0.90254986 +7248.8,7159.6094,0.33633158,1409.5079,3380000.0,2398.0,211250.0,,52800.0,0.00016552,0.1,1.381067 +7255.7,7163.899,3.621832,1409.5634,3390000.0,2405.0,211875.0,,52960.0,0.000165264,0.1,1.0884974 +7227.2,7166.9004,1.0370296,1409.6185,3400000.0,2412.0,212500.0,,53120.0,0.000165008,0.1,1.6437967 +7266.0,7170.7256,0.58320445,1410.2565,3410000.0,2418.0,213125.0,,53280.0,0.000164752,0.1,1.0401897 +7325.6,7174.694,0.7523555,1410.8911,3420000.0,2424.0,213750.0,,53408.0,0.0001645472,0.1,1.3488736 +7230.5,7176.389,1.4087057,1410.942,3430000.0,2431.0,214375.0,,53568.0,0.0001642912,0.1,0.7990503 +7249.3,7178.662,0.89098114,1410.9927,3440000.0,2438.0,215000.0,,53728.0,0.0001640352,0.1,1.5056803 +7369.9,7182.558,2.31769,1411.043,3450000.0,2445.0,215625.0,,53888.0,0.0001637792,0.1,1.1752253 +7375.7,7186.035,1.2036221,1411.093,3460000.0,2452.0,216250.0,,54048.0,0.0001635232,0.1,1.0976439 +7411.3,7189.948,1.3496315,1411.1427,3470000.0,2459.0,216875.0,,54208.0,0.0001632672,0.1,1.0982208 +7433.6,7194.9775,1.3204409,1410.6202,3480000.0,2467.0,217500.0,,54368.0,0.0001630112,0.1,1.2483239 +7417.9,7199.58,3.1814628,1410.101,3490000.0,2475.0,218125.0,,54528.0,0.0001627552,0.1,1.0250195 +7421.1,7203.467,1.2584271,1410.1531,3500000.0,2482.0,218750.0,,54656.0,0.0001625504,0.1,1.4445558 +7342.7,7207.0317,0.61646515,1409.6385,3510000.0,2490.0,219375.0,,54816.0,0.0001622944,0.1,1.2974172 +7336.6,7211.26,1.0181342,1409.1273,3520000.0,2498.0,220000.0,,54976.0,0.0001620384,0.1,1.1002175 +7373.6,7215.9688,2.0062463,1408.6193,3530000.0,2506.0,220625.0,,55136.0,0.0001617824,0.1,1.2550141 +7312.7,7220.871,1.3981541,1408.6749,3540000.0,2513.0,221250.0,,55296.0,0.0001615264,0.1,1.3626101 +7376.8,7226.0684,1.5082344,1408.7301,3550000.0,2520.0,221875.0,,55456.0,0.0001612704,0.1,1.2574701 +7385.9,7231.553,0.7757194,1409.3429,3560000.0,2526.0,222500.0,,55616.0,0.0001610144,0.1,1.2128143 +7364.1,7236.743,1.5344089,1409.396,3570000.0,2533.0,223125.0,,55776.0,0.0001607584,0.1,1.4157159 +7243.3,7240.7563,1.5164206,1410.0039,3580000.0,2539.0,223750.0,,55936.0,0.0001605024,0.1,1.2815089 +7191.1,7244.4,1.8343458,1411.1636,3590000.0,2544.0,224375.0,,56064.0,0.0001602976,0.1,1.2719636 +7259.1,7248.7188,1.9471952,1411.2113,3600000.0,2551.0,225000.0,,56224.0,0.0001600416,0.1,1.3441904 +7260.2,7253.369,1.1474004,1411.2588,3610000.0,2558.0,225625.0,,56384.0,0.0001597856,0.1,1.2475741 +7300.3,7258.451,2.096532,1411.8564,3620000.0,2564.0,226250.0,,56544.0,0.0001595296,0.1,0.8746578 +7240.3,7261.612,0.8595923,1412.4514,3630000.0,2570.0,226875.0,,56704.0,0.0001592736,0.1,1.5053029 +7196.8,7264.3867,0.6049208,1413.0435,3640000.0,2576.0,227500.0,,56864.0,0.0001590176,0.1,1.1595327 +7198.9,7266.1807,1.3953398,1413.6328,3650000.0,2582.0,228125.0,,57024.0,0.0001587616,0.1,1.52497 +7250.6,7267.355,0.9523614,1414.7661,3660000.0,2587.0,228750.0,,57184.0,0.0001585056,0.1,1.151628 +7344.6,7268.786,1.3068634,1415.895,3670000.0,2592.0,229375.0,,57312.0,0.0001583008,0.1,1.3970171 +7256.4,7269.3438,1.4456975,1416.4742,3680000.0,2598.0,230000.0,,57472.0,0.0001580448,0.1,1.4747211 +7214.2,7269.7656,0.8263127,1417.0507,3690000.0,2604.0,230625.0,,57632.0,0.0001577888,0.1,1.1548221 +7359.6,7271.148,1.1472417,1417.0815,3700000.0,2611.0,231250.0,,57792.0,0.0001575328,0.1,1.4424427 +7398.8,7273.0015,1.5863427,1417.6538,3710000.0,2617.0,231875.0,,57952.0,0.0001572768,0.1,1.3871871 +7416.7,7275.2104,1.8388057,1418.2234,3720000.0,2623.0,232500.0,,58112.0,0.0001570208,0.1,1.3252729 +7415.2,7277.925,1.8411076,1418.7904,3730000.0,2629.0,233125.0,,58272.0,0.0001567648,0.1,1.4008583 +7373.9,7280.1704,2.3476222,1419.3549,3740000.0,2635.0,233750.0,,58432.0,0.0001565088,0.1,1.4371138 +7397.6,7282.5405,1.5310888,1419.9167,3750000.0,2641.0,234375.0,,58592.0,0.0001562528,0.1,1.3820152 +7384.7,7285.239,0.97003555,1420.476,3760000.0,2647.0,235000.0,,58720.0,0.000156048,0.1,0.9907739 +7483.0,7289.81,0.83243483,1421.0328,3770000.0,2653.0,235625.0,,58880.0,0.000155792,0.1,1.3453245 +7611.2,7296.055,1.3137776,1421.0526,3780000.0,2660.0,236250.0,,59040.0,0.000155536,0.1,1.2472537 +7631.7,7301.9995,2.4798536,1421.6053,3790000.0,2666.0,236875.0,,59200.0,0.00015528,0.1,1.4554918 +7590.6,7308.629,1.4657698,1422.1556,3800000.0,2672.0,237500.0,,59360.0,0.000155024,0.1,1.234597 +7580.5,7315.162,0.67391163,1422.7035,3810000.0,2678.0,238125.0,,59520.0,0.000154768,0.1,1.303455 +7614.8,7321.305,1.6761308,1423.2489,3820000.0,2684.0,238750.0,,59680.0,0.000154512,0.1,1.1601001 +7642.7,7328.1973,0.66112274,1423.7919,3830000.0,2690.0,239375.0,,59840.0,0.000154256,0.1,1.1458924 +7629.1,7334.2573,1.1841516,1424.8608,3840000.0,2695.0,240000.0,,60000.0,0.000154,0.1,1.1041532 +7613.2,7339.9395,0.91855514,1425.398,3850000.0,2701.0,240625.0,,60128.0,0.0001537952,0.1,1.4506768 +7566.2,7344.1055,1.3638093,1426.4597,3860000.0,2706.0,241250.0,,60288.0,0.0001535392,0.1,1.3475453 +7450.8,7345.552,1.6955967,1426.9912,3870000.0,2712.0,241875.0,,60448.0,0.0001532832,0.1,0.9652678 +7479.9,7346.5723,2.2409801,1427.5203,3880000.0,2718.0,242500.0,,60608.0,0.0001530272,0.1,1.4030513 +7473.5,7347.6025,1.4160738,1427.523,3890000.0,2725.0,243125.0,,60768.0,0.0001527712,0.1,1.238795 +7306.2,7346.9824,0.6376845,1428.0483,3900000.0,2731.0,243750.0,,60928.0,0.0001525152,0.1,1.4682662 +7209.0,7345.574,1.2622081,1429.0936,3910000.0,2736.0,244375.0,,61088.0,0.0001522592,0.1,1.0484377 +7252.9,7344.051,1.4227833,1429.6134,3920000.0,2742.0,245000.0,,61248.0,0.0001520032,0.1,1.3655019 +7205.3,7342.95,1.0693237,1430.131,3930000.0,2748.0,245625.0,,61376.0,0.0001517984,0.1,1.2798281 +7210.1,7341.017,1.5224028,1431.166,3940000.0,2753.0,246250.0,,61536.0,0.0001515424,0.1,1.1526995 +7271.5,7340.449,0.7239683,1431.6781,3950000.0,2759.0,246875.0,,61696.0,0.0001512864,0.1,1.4350853 +7293.0,7340.1577,1.7609029,1432.1881,3960000.0,2765.0,247500.0,,61856.0,0.0001510304,0.1,1.2355907 +7263.2,7340.513,0.9031642,1432.6958,3970000.0,2771.0,248125.0,,62016.0,0.0001507744,0.1,1.6606331 +7269.5,7340.6846,1.2564949,1432.6854,3980000.0,2778.0,248750.0,,62176.0,0.0001505184,0.1,0.99934554 +7292.6,7341.662,0.5207253,1433.1897,3990000.0,2784.0,249375.0,,62336.0,0.0001502624,0.1,1.8425133 +7404.0,7343.9775,1.2553654,1433.6918,4000000.0,2790.0,250000.0,,62496.0,0.0001500064,0.1,1.0674455 +7304.3,7345.707,1.8330249,1434.1917,4010000.0,2796.0,250625.0,,62656.0,0.0001497504,0.1,1.475069 +7230.6,7346.9004,1.4595623,1435.2017,4020000.0,2801.0,251250.0,,62784.0,0.0001495456,0.1,1.2326432 +7270.5,7348.6006,1.8028594,1435.6965,4030000.0,2807.0,251875.0,,62944.0,0.0001492896,0.1,1.3360682 +7322.8,7350.775,1.1212219,1436.1891,4040000.0,2813.0,252500.0,,63104.0,0.0001490336,0.1,1.6215003 +7244.6,7352.662,0.6687138,1436.6797,4050000.0,2819.0,253125.0,,63264.0,0.0001487776,0.1,1.8865838 +7218.5,7354.699,0.741181,1437.1681,4060000.0,2825.0,253750.0,,63424.0,0.0001485216,0.1,1.2917821 +7206.2,7356.203,0.6051345,1437.6545,4070000.0,2831.0,254375.0,,63584.0,0.0001482656,0.1,1.3822532 +7071.0,7355.676,2.0750825,1437.6321,4080000.0,2838.0,255000.0,,63744.0,0.0001480096,0.1,1.1906558 +7074.8,7354.725,1.0222925,1438.1154,4090000.0,2844.0,255625.0,,63904.0,0.0001477536,0.1,1.45082 +7111.0,7354.287,0.8975145,1438.5964,4100000.0,2850.0,256250.0,,64032.0,0.0001475488,0.1,1.2008586 +7137.0,7353.2954,1.8494965,1438.5719,4110000.0,2857.0,256875.0,,64192.0,0.0001472928,0.1,1.5956535 +7147.9,7352.477,1.3794603,1438.5475,4120000.0,2864.0,257500.0,,64352.0,0.0001470368,0.1,1.2128304 +7122.6,7351.3687,0.5610763,1439.0244,4130000.0,2870.0,258125.0,,64512.0,0.0001467808,0.1,1.3867247 +7208.5,7350.7764,0.90845275,1439.4993,4140000.0,2876.0,258750.0,,64672.0,0.0001465248,0.1,1.2375984 +7259.3,7350.9307,1.9022198,1439.9723,4150000.0,2882.0,259375.0,,64832.0,0.0001462688,0.1,1.341266 +7369.6,7351.983,1.1100562,1439.9446,4160000.0,2889.0,260000.0,,64992.0,0.0001460128,0.1,1.7004606 +7277.5,7351.4155,2.141556,1440.4146,4170000.0,2895.0,260625.0,,65152.0,0.0001457568,0.1,1.3214743 +7293.4,7350.6206,1.1089635,1440.8824,4180000.0,2901.0,261250.0,,65312.0,0.0001455008,0.1,1.2272658 +7371.1,7349.5,1.4237411,1441.3485,4190000.0,2907.0,261875.0,,65440.0,0.000145296,0.1,1.1053312 +7428.1,7348.266,1.0453954,1441.8126,4200000.0,2913.0,262500.0,,65600.0,0.00014504,0.1,1.2737377 +7462.8,7347.692,1.163068,1442.769,4210000.0,2918.0,263125.0,,65760.0,0.000144784,0.1,1.1700559 +7548.2,7347.5757,0.6496048,1443.2284,4220000.0,2924.0,263750.0,,65920.0,0.000144528,0.1,1.4432365 +7490.1,7346.36,1.165036,1443.686,4230000.0,2930.0,264375.0,,66080.0,0.000144272,0.1,1.599828 +7426.4,7344.97,1.6162962,1444.1417,4240000.0,2936.0,265000.0,,66240.0,0.000144016,0.1,1.4415909 +7427.9,7343.881,1.1110926,1444.5955,4250000.0,2942.0,265625.0,,66400.0,0.00014376,0.1,1.3040565 +7507.4,7343.6704,0.90353435,1445.0475,4260000.0,2948.0,266250.0,,66560.0,0.000143504,0.1,1.09466 +7440.7,7342.791,1.0273596,1445.4977,4270000.0,2954.0,266875.0,,66688.0,0.0001432992,0.1,1.402335 +7481.5,7342.187,1.6862268,1445.9459,4280000.0,2960.0,267500.0,,66848.0,0.0001430432,0.1,1.5356891 +7421.9,7341.0933,0.68548596,1446.3925,4290000.0,2966.0,268125.0,,67008.0,0.0001427872,0.1,1.2151061 +7491.5,7340.5894,1.4599531,1446.8372,4300000.0,2972.0,268750.0,,67168.0,0.0001425312,0.1,1.4334446 +7578.6,7341.5776,1.2481344,1447.28,4310000.0,2978.0,269375.0,,67328.0,0.0001422752,0.1,1.5855446 +7586.7,7344.017,2.02006,1447.7212,4320000.0,2984.0,270000.0,,67488.0,0.0001420192,0.1,1.1341021 +7568.6,7346.2705,1.6256373,1448.645,4330000.0,2989.0,270625.0,,67648.0,0.0001417632,0.1,1.4498615 +7516.6,7348.997,2.29733,1448.5981,4340000.0,2996.0,271250.0,,67808.0,0.0001415072,0.1,1.1260352 +7544.9,7352.7495,1.4420772,1449.0339,4350000.0,3002.0,271875.0,,67968.0,0.0001412512,0.1,1.438459 +7518.0,7356.2676,1.2984127,1449.4681,4360000.0,3008.0,272500.0,,68096.0,0.0001410464,0.1,1.2327994 +7583.5,7360.364,2.159009,1449.4196,4370000.0,3015.0,273125.0,,68256.0,0.0001407904,0.1,1.6155471 +7551.1,7363.3877,1.5245947,1449.8511,4380000.0,3021.0,273750.0,,68416.0,0.0001405344,0.1,0.91363955 +7386.4,7364.694,2.700952,1450.2808,4390000.0,3027.0,274375.0,,68576.0,0.0001402784,0.1,1.6477177 +7437.9,7366.8013,2.3118544,1450.7089,4400000.0,3033.0,275000.0,,68736.0,0.0001400224,0.1,1.2074342 +7394.9,7368.09,1.6987641,1451.1353,4410000.0,3039.0,275625.0,,68896.0,0.0001397664,0.1,1.2700655 +7454.4,7369.3774,1.4629853,1451.5599,4420000.0,3045.0,276250.0,,69056.0,0.0001395104,0.1,1.0452614 +7518.2,7372.2544,0.7471037,1451.9829,4430000.0,3051.0,276875.0,,69216.0,0.0001392544,0.1,1.4641283 +7563.1,7375.393,1.1021855,1452.8796,4440000.0,3056.0,277500.0,,69344.0,0.0001390496,0.1,1.6131482 +7563.6,7377.3306,2.0226746,1453.7733,4450000.0,3061.0,278125.0,,69504.0,0.0001387936,0.1,1.3160591 +7461.4,7378.1875,0.82918584,1454.1898,4460000.0,3067.0,278750.0,,69664.0,0.0001385376,0.1,1.2294445 +7347.5,7377.5493,0.984819,1454.6046,4470000.0,3073.0,279375.0,,69824.0,0.0001382816,0.1,0.9515152 +7400.7,7377.219,0.8819529,1455.0178,4480000.0,3079.0,280000.0,,69984.0,0.0001380256,0.1,1.3904961 +7338.7,7376.4277,0.81873757,1455.4294,4490000.0,3085.0,280625.0,,70144.0,0.0001377696,0.1,1.4884989 +7349.6,7375.713,0.9499548,1455.8395,4500000.0,3091.0,281250.0,,70304.0,0.0001375136,0.1,1.5185773 +7304.4,7375.33,2.1518207,1456.2479,4510000.0,3097.0,281875.0,,70464.0,0.0001372576,0.1,1.1739246 +7367.9,7375.643,1.5075597,1456.6549,4520000.0,3103.0,282500.0,,70624.0,0.0001370016,0.1,1.385745 +7483.0,7376.737,0.9024232,1457.0602,4530000.0,3109.0,283125.0,,70752.0,0.0001367968,0.1,1.2532582 +7480.0,7378.41,0.9917658,1457.4639,4540000.0,3115.0,283750.0,,70912.0,0.0001365408,0.1,1.3540605 +7411.1,7378.753,1.2179633,1457.8661,4550000.0,3121.0,284375.0,,71072.0,0.0001362848,0.1,1.1616008 +7433.6,7379.2314,0.9788859,1457.8005,4560000.0,3128.0,285000.0,,71232.0,0.0001360288,0.1,1.2617404 +7329.3,7378.8833,2.3262448,1458.2004,4570000.0,3134.0,285625.0,,71392.0,0.0001357728,0.1,1.459842 +7296.1,7379.411,1.063764,1458.1344,4580000.0,3141.0,286250.0,,71552.0,0.0001355168,0.1,1.6296296 +7412.6,7381.6265,0.8144964,1458.532,4590000.0,3147.0,286875.0,,71712.0,0.0001352608,0.1,1.3691605 +7523.7,7384.272,1.0100161,1458.4655,4600000.0,3154.0,287500.0,,71872.0,0.0001350048,0.1,1.2934346 +7448.6,7386.156,0.8160233,1458.8607,4610000.0,3160.0,288125.0,,72000.0,0.0001348,0.1,1.2440921 +7418.1,7387.334,2.9982877,1459.2546,4620000.0,3166.0,288750.0,,72160.0,0.000134544,0.1,1.3574374 +7468.7,7389.6177,1.1882291,1459.1869,4630000.0,3173.0,289375.0,,72320.0,0.000134288,0.1,1.4176779 +7520.5,7392.8545,1.5172236,1459.1195,4640000.0,3180.0,290000.0,,72480.0,0.000134032,0.1,1.4031506 +7546.9,7396.3345,0.81093514,1459.5104,4650000.0,3186.0,290625.0,,72640.0,0.000133776,0.1,1.1424856 +7406.5,7397.893,0.4220371,1459.8998,4660000.0,3192.0,291250.0,,72800.0,0.00013352,0.1,1.3198867 +7442.5,7398.872,1.4684278,1460.2877,4670000.0,3198.0,291875.0,,72960.0,0.000133264,0.1,1.0661795 +7483.6,7401.1445,0.62984234,1460.6742,4680000.0,3204.0,292500.0,,73120.0,0.000133008,0.1,0.94417 +7553.2,7404.534,1.2556137,1461.0592,4690000.0,3210.0,293125.0,,73280.0,0.000132752,0.1,1.2776787 +7457.2,7405.51,1.7757703,1461.4427,4700000.0,3216.0,293750.0,,73408.0,0.0001325472,0.1,1.3588006 +7427.8,7405.8,1.8639942,1461.825,4710000.0,3222.0,294375.0,,73568.0,0.0001322912,0.1,1.2867804 +7286.8,7404.5015,0.8337239,1461.7528,4720000.0,3229.0,295000.0,,73728.0,0.0001320352,0.1,1.6072322 +7288.8,7403.2373,1.954384,1462.5851,4730000.0,3234.0,295625.0,,73888.0,0.0001317792,0.1,1.3566339 +7275.8,7402.257,1.5776287,1462.5116,4740000.0,3241.0,296250.0,,74048.0,0.0001315232,0.1,1.808108 +7263.9,7400.9194,3.300765,1463.3395,4750000.0,3246.0,296875.0,,74208.0,0.0001312672,0.1,1.2784913 +7232.4,7399.3955,1.136673,1463.7146,4760000.0,3252.0,297500.0,,74368.0,0.0001310112,0.1,1.6332588 +7195.4,7396.5195,1.0287395,1464.0884,4770000.0,3258.0,298125.0,,74528.0,0.0001307552,0.1,1.2249472 +7186.7,7392.2744,2.3204343,1464.9095,4780000.0,3263.0,298750.0,,74656.0,0.0001305504,0.1,1.4523492 +7321.3,7389.1704,2.6147504,1465.2799,4790000.0,3269.0,299375.0,,74816.0,0.0001302944,0.1,1.246307 +7232.1,7385.5854,1.7323459,1465.6488,4800000.0,3275.0,300000.0,,74976.0,0.0001300384,0.1,1.2893679 +7256.7,7382.348,2.3713152,1466.4634,4810000.0,3280.0,300625.0,,75136.0,0.0001297824,0.1,1.2497025 +7224.7,7378.447,1.9364694,1466.3827,4820000.0,3287.0,301250.0,,75296.0,0.0001295264,0.1,1.338701 +7285.0,7374.87,1.798325,1466.7477,4830000.0,3293.0,301875.0,,75456.0,0.0001292704,0.1,1.3412333 +7327.5,7371.8535,1.0492649,1467.1112,4840000.0,3299.0,302500.0,,75616.0,0.0001290144,0.1,1.2127864 +7452.4,7370.2456,0.6195385,1467.4735,4850000.0,3305.0,303125.0,,75776.0,0.0001287584,0.1,1.5157585 +7502.1,7369.605,1.4675059,1467.8345,4860000.0,3311.0,303750.0,,75936.0,0.0001285024,0.1,1.4341339 +7538.6,7370.483,0.90534174,1468.637,4870000.0,3316.0,304375.0,,76064.0,0.0001282976,0.1,1.4324234 +7516.1,7370.8457,1.8828655,1468.9946,4880000.0,3322.0,305000.0,,76224.0,0.0001280416,0.1,1.4243033 +7541.7,7371.5273,0.93681645,1469.351,4890000.0,3328.0,305625.0,,76384.0,0.0001277856,0.1,1.5331378 +7607.6,7374.541,1.9557531,1469.706,4900000.0,3334.0,306250.0,,76544.0,0.0001275296,0.1,1.4107647 +7645.1,7378.9023,1.690139,1470.0599,4910000.0,3340.0,306875.0,,76704.0,0.0001272736,0.1,1.042419 +7623.2,7382.605,1.4787097,1470.4125,4920000.0,3346.0,307500.0,,76864.0,0.0001270176,0.1,1.0648854 +7596.6,7386.5186,0.83192366,1470.7637,4930000.0,3352.0,308125.0,,77024.0,0.0001267616,0.1,1.2316595 +7580.6,7390.223,0.79128784,1471.1138,4940000.0,3358.0,308750.0,,77184.0,0.0001265056,0.1,1.1871856 +7571.2,7393.22,1.4116652,1471.4625,4950000.0,3364.0,309375.0,,77312.0,0.0001263008,0.1,1.2829579 +7511.8,7395.4087,0.97669625,1471.81,4960000.0,3370.0,310000.0,,77472.0,0.0001260448,0.1,1.9831611 +7538.4,7398.16,2.9833663,1471.7205,4970000.0,3377.0,310625.0,,77632.0,0.0001257888,0.1,1.3216069 +7438.8,7399.853,1.0550966,1472.5015,4980000.0,3382.0,311250.0,,77792.0,0.0001255328,0.1,1.505295 +7381.2,7400.7393,1.1859583,1472.4108,4990000.0,3389.0,311875.0,,77952.0,0.0001252768,0.1,1.065608 +7422.8,7400.927,0.89469445,1472.754,5000000.0,3395.0,312500.0,,78112.0,0.0001250208,0.1,1.0743263 +7579.2,7403.6763,2.0268042,1473.0962,5010000.0,3401.0,313125.0,,78272.0,0.0001247648,0.1,1.3384176 +7563.6,7407.0063,1.8633612,1473.8696,5020000.0,3406.0,313750.0,,78432.0,0.0001245088,0.1,1.2538829 +7510.0,7409.402,0.9995645,1474.2086,5030000.0,3412.0,314375.0,,78592.0,0.0001242528,0.1,1.4111121 +7448.2,7410.656,2.3218822,1474.978,5040000.0,3417.0,315000.0,,78720.0,0.000124048,0.1,1.3061665 +7481.5,7413.0244,1.8849399,1475.3141,5050000.0,3423.0,315625.0,,78880.0,0.000123792,0.1,1.4234028 +7479.2,7415.6313,1.5383326,1475.6489,5060000.0,3429.0,316250.0,,79040.0,0.000123536,0.1,1.2108207 +7567.0,7419.2393,0.70106703,1476.4124,5070000.0,3434.0,316875.0,,79200.0,0.00012328,0.1,1.0243106 +7652.1,7425.051,1.488023,1476.7441,5080000.0,3440.0,317500.0,,79360.0,0.000123024,0.1,1.3182051 +7706.8,7431.3706,1.5036136,1477.0748,5090000.0,3446.0,318125.0,,79520.0,0.000122768,0.1,1.386101 +7678.7,7437.0474,2.506987,1477.4044,5100000.0,3452.0,318750.0,,79680.0,0.000122512,0.1,1.0369165 +7645.6,7442.134,0.87925494,1477.7328,5110000.0,3458.0,319375.0,,79840.0,0.000122256,0.1,1.6968089 +7625.8,7446.9126,1.6670207,1478.4868,5120000.0,3463.0,320000.0,,80000.0,0.000122,0.1,1.4661865 +7605.2,7451.739,1.0690348,1478.8124,5130000.0,3469.0,320625.0,,80128.0,0.0001217952,0.1,1.4099556 +7470.0,7454.3535,1.9757851,1479.1367,5140000.0,3475.0,321250.0,,80288.0,0.0001215392,0.1,1.1052054 +7489.3,7456.654,2.009416,1479.46,5150000.0,3481.0,321875.0,,80448.0,0.0001212832,0.1,1.3132573 +7462.3,7457.5806,1.7469777,1479.7821,5160000.0,3487.0,322500.0,,80608.0,0.0001210272,0.1,1.047607 +7537.3,7460.1787,0.7464943,1480.103,5170000.0,3493.0,323125.0,,80768.0,0.0001207712,0.1,1.2931361 +7631.0,7463.554,1.0664296,1480.423,5180000.0,3499.0,323750.0,,80928.0,0.0001205152,0.1,1.2163135 +7617.4,7466.0176,1.4177983,1480.3195,5190000.0,3506.0,324375.0,,81088.0,0.0001202592,0.1,1.1837976 +7657.2,7468.3076,0.9394183,1481.0596,5200000.0,3511.0,325000.0,,81248.0,0.0001200032,0.1,1.3795189 +7602.8,7469.7075,1.243856,1481.3762,5210000.0,3517.0,325625.0,,81376.0,0.0001197984,0.1,1.0072618 +7564.9,7469.8745,1.1236675,1482.1124,5220000.0,3522.0,326250.0,,81536.0,0.0001195424,0.1,1.3161619 +7625.6,7471.23,1.3471923,1482.4263,5230000.0,3528.0,326875.0,,81696.0,0.0001192864,0.1,1.1784061 +7726.6,7474.2324,2.315594,1482.7391,5240000.0,3534.0,327500.0,,81856.0,0.0001190304,0.1,1.2503071 +7782.9,7477.7827,1.4300932,1483.0509,5250000.0,3540.0,328125.0,,82016.0,0.0001187744,0.1,1.1641297 +7837.1,7481.0796,1.9496278,1483.3616,5260000.0,3546.0,328750.0,,82176.0,0.0001185184,0.1,1.3383378 +7829.8,7484.9707,1.7398813,1484.089,5270000.0,3551.0,329375.0,,82336.0,0.0001182624,0.1,1.01425 +7903.4,7489.1895,2.4954765,1484.397,5280000.0,3557.0,330000.0,,82496.0,0.0001180064,0.1,1.3512993 +7833.9,7493.3096,1.3086138,1484.7039,5290000.0,3563.0,330625.0,,82656.0,0.0001177504,0.1,1.1591889 +7803.5,7496.4287,1.518853,1485.0098,5300000.0,3569.0,331250.0,,82784.0,0.0001175456,0.1,1.4367614 +7683.1,7497.4736,1.738476,1485.7302,5310000.0,3574.0,331875.0,,82944.0,0.0001172896,0.1,1.3247578 +7612.5,7497.7324,0.45452505,1485.6185,5320000.0,3581.0,332500.0,,83104.0,0.0001170336,0.1,1.3853787 +7607.3,7498.119,1.4144212,1485.9214,5330000.0,3587.0,333125.0,,83264.0,0.0001167776,0.1,1.352567 +7624.4,7499.197,2.0148666,1486.2233,5340000.0,3593.0,333750.0,,83424.0,0.0001165216,0.1,1.3734922 +7624.8,7499.9956,1.7778189,1486.524,5350000.0,3599.0,334375.0,,83584.0,0.0001162656,0.1,1.5075572 +7589.3,7500.7095,1.2229763,1486.4115,5360000.0,3606.0,335000.0,,83744.0,0.0001160096,0.1,1.14452 +7586.1,7500.735,1.8074236,1486.7109,5370000.0,3612.0,335625.0,,83904.0,0.0001157536,0.1,1.6120867 +7452.2,7499.7456,2.0888753,1487.0094,5380000.0,3618.0,336250.0,,84032.0,0.0001155488,0.1,1.1802464 +7459.9,7500.4805,1.3831109,1487.3069,5390000.0,3624.0,336875.0,,84192.0,0.0001152928,0.1,1.6135855 +7527.2,7501.3735,1.627382,1487.6033,5400000.0,3630.0,337500.0,,84352.0,0.0001150368,0.1,1.3450115 +7490.3,7502.3276,0.826416,1487.4897,5410000.0,3637.0,338125.0,,84512.0,0.0001147808,0.1,1.4054458 +7547.1,7503.255,1.3259684,1487.7848,5420000.0,3643.0,338750.0,,84672.0,0.0001145248,0.1,1.302903 +7392.0,7501.993,2.0644252,1488.079,5430000.0,3649.0,339375.0,,84832.0,0.0001142688,0.1,0.9689987 +7482.0,7501.1826,1.3203036,1487.965,5440000.0,3656.0,340000.0,,84992.0,0.0001140128,0.1,1.4827714 +7582.8,7501.3745,0.75440556,1488.2578,5450000.0,3662.0,340625.0,,85152.0,0.0001137568,0.1,1.3533647 +7560.8,7502.368,0.8410757,1488.5496,5460000.0,3668.0,341250.0,,85312.0,0.0001135008,0.1,1.4974635 +7487.9,7503.772,1.6679679,1489.2458,5470000.0,3673.0,341875.0,,85440.0,0.000113296,0.1,1.294591 +7405.1,7503.8164,2.4978912,1489.1305,5480000.0,3680.0,342500.0,,85600.0,0.00011304,0.1,0.9341537 +7432.7,7504.7563,2.1387005,1489.0155,5490000.0,3687.0,343125.0,,85760.0,0.000112784,0.1,1.3322494 +7447.9,7505.7383,1.1968614,1488.9009,5500000.0,3694.0,343750.0,,85920.0,0.000112528,0.1,1.5147989 +7525.2,7507.9463,0.7108379,1489.1892,5510000.0,3700.0,344375.0,,86080.0,0.000112272,0.1,1.0105201 +7605.7,7510.324,0.60889614,1489.4766,5520000.0,3706.0,345000.0,,86240.0,0.000112016,0.1,1.3474355 +7586.7,7511.362,1.778276,1489.763,5530000.0,3712.0,345625.0,,86400.0,0.00011176,0.1,1.5272095 +7651.2,7513.0737,1.7800026,1490.0485,5540000.0,3718.0,346250.0,,86560.0,0.000111504,0.1,1.6596682 +7643.4,7515.397,0.9899886,1490.7333,5550000.0,3723.0,346875.0,,86688.0,0.0001112992,0.1,0.9324386 +7710.9,7518.1694,1.0420078,1491.0164,5560000.0,3729.0,347500.0,,86848.0,0.0001110432,0.1,1.5436497 +7773.8,7522.615,2.2838905,1491.2986,5570000.0,3735.0,348125.0,,87008.0,0.0001107872,0.1,1.2132338 +7632.1,7525.975,0.5556144,1491.9786,5580000.0,3740.0,348750.0,,87168.0,0.0001105312,0.1,2.0904098 +7586.6,7527.716,1.491654,1491.8601,5590000.0,3747.0,349375.0,,87328.0,0.0001102752,0.1,1.2290595 +7579.5,7528.274,1.2299613,1492.5374,5600000.0,3752.0,350000.0,,87488.0,0.0001100192,0.1,1.9114246 +7579.6,7529.584,1.7618948,1492.8153,5610000.0,3758.0,350625.0,,87648.0,0.0001097632,0.1,1.3379192 +7642.9,7531.831,0.7963915,1493.4893,5620000.0,3763.0,351250.0,,87808.0,0.0001095072,0.1,1.548553 +7645.0,7533.5938,1.7912383,1493.7649,5630000.0,3769.0,351875.0,,87968.0,0.0001092512,0.1,1.3299438 +7561.1,7534.0005,0.91545904,1494.4357,5640000.0,3774.0,352500.0,,88096.0,0.0001090464,0.1,0.9215456 +7599.8,7534.5293,1.2758763,1494.709,5650000.0,3780.0,353125.0,,88256.0,0.0001087904,0.1,1.5587449 +7577.2,7536.2363,2.2870128,1494.9816,5660000.0,3786.0,353750.0,,88416.0,0.0001085344,0.1,1.2150464 +7537.7,7537.188,0.9960744,1495.2532,5670000.0,3792.0,354375.0,,88576.0,0.0001082784,0.1,1.4124227 +7510.9,7537.4604,1.2054203,1495.5239,5680000.0,3798.0,355000.0,,88736.0,0.0001080224,0.1,1.0678937 +7577.9,7537.7075,0.65219706,1496.1873,5690000.0,3803.0,355625.0,,88896.0,0.0001077664,0.1,1.346417 +7572.2,7538.8574,1.349252,1496.4558,5700000.0,3809.0,356250.0,,89056.0,0.0001075104,0.1,1.2103195 +7672.0,7541.2993,1.2520036,1497.1158,5710000.0,3814.0,356875.0,,89216.0,0.0001072544,0.1,1.4814734 +7729.3,7545.725,2.0533469,1497.7743,5720000.0,3819.0,357500.0,,89344.0,0.0001070496,0.1,1.4369779 +7794.2,7550.7793,1.2490373,1498.0392,5730000.0,3825.0,358125.0,,89504.0,0.0001067936,0.1,1.1726685 +7819.0,7556.2114,1.6563691,1498.3033,5740000.0,3831.0,358750.0,,89664.0,0.0001065376,0.1,1.2764363 +7696.8,7560.5405,1.2848018,1498.5665,5750000.0,3837.0,359375.0,,89824.0,0.0001062816,0.1,1.4566336 +7686.3,7565.0796,2.0378597,1498.829,5760000.0,3843.0,360000.0,,89984.0,0.0001060256,0.1,1.3334997 +7602.8,7569.1533,0.72773653,1499.0907,5770000.0,3849.0,360625.0,,90144.0,0.0001057696,0.1,1.1576778 +7665.6,7573.9434,1.449776,1498.9626,5780000.0,3856.0,361250.0,,90304.0,0.0001055136,0.1,1.2171009 +7594.2,7576.6714,1.2087314,1499.2231,5790000.0,3862.0,361875.0,,90464.0,0.0001052576,0.1,1.1354539 +7598.8,7580.338,1.1672323,1499.4829,5800000.0,3868.0,362500.0,,90624.0,0.0001050016,0.1,1.3782101 +7615.4,7583.925,1.3233048,1499.7418,5810000.0,3874.0,363125.0,,90752.0,0.0001047968,0.1,1.0536237 +7671.8,7588.3955,0.4636402,1500.0,5820000.0,3880.0,363750.0,,90912.0,0.0001045408,0.1,1.5881088 +7658.0,7592.1255,2.4499216,1500.2573,5830000.0,3886.0,364375.0,,91072.0,0.0001042848,0.1,1.3147203 +7567.2,7594.5225,1.919685,1500.5139,5840000.0,3892.0,365000.0,,91232.0,0.0001040288,0.1,1.3257254 +7520.2,7595.2007,2.7201276,1500.3848,5850000.0,3899.0,365625.0,,91392.0,0.0001037728,0.1,0.93888724 +7556.1,7595.741,1.8027223,1500.6403,5860000.0,3905.0,366250.0,,91552.0,0.0001035168,0.1,1.3310375 +7590.6,7596.261,1.2391654,1500.8949,5870000.0,3911.0,366875.0,,91712.0,0.0001032608,0.1,1.204411 +7640.2,7597.5024,1.5764256,1501.1488,5880000.0,3917.0,367500.0,,91872.0,0.0001030048,0.1,1.3166056 +7814.7,7600.2324,2.3137264,1501.7848,5890000.0,3922.0,368125.0,,92000.0,0.0001028,0.1,1.3441472 +7788.6,7602.0425,1.3152102,1501.6544,5900000.0,3929.0,368750.0,,92160.0,0.000102544,0.1,1.5653274 +7753.0,7603.1206,2.5770655,1501.906,5910000.0,3935.0,369375.0,,92320.0,0.000102288,0.1,1.5014515 +7786.5,7604.7544,3.6374133,1502.1569,5920000.0,3941.0,370000.0,,92480.0,0.000102032,0.1,1.1514387 +7821.8,7607.006,0.9888366,1502.4069,5930000.0,3947.0,370625.0,,92640.0,0.000101776,0.1,1.2347176 +7781.9,7609.0195,1.8827695,1502.6562,5940000.0,3953.0,371250.0,,92800.0,0.00010152,0.1,1.1657281 +7774.0,7611.047,1.5131483,1502.9048,5950000.0,3959.0,371875.0,,92960.0,0.000101264,0.1,1.5174348 +7768.0,7613.6094,1.4525907,1503.5317,5960000.0,3964.0,372500.0,,93120.0,0.000101008,0.1,1.1373525 +7777.1,7615.9956,1.0577102,1503.7783,5970000.0,3970.0,373125.0,,93280.0,0.000100752,0.1,1.3228569 +7857.7,7620.185,1.3324206,1504.0242,5980000.0,3976.0,373750.0,,93408.0,0.0001005472,0.1,1.1200805 +7888.2,7625.255,1.3952584,1504.2692,5990000.0,3982.0,374375.0,,93568.0,0.0001002912,0.1,1.5009284 +7918.5,7630.212,0.8178761,1504.1364,6000000.0,3989.0,375000.0,,93728.0,0.0001000352,0.1,1.2797711 +7855.8,7632.978,1.7439259,1504.3805,6010000.0,3995.0,375625.0,,93888.0,9.97792e-05,0.1,1.4441264 +7849.8,7635.84,0.77079445,1504.2479,6020000.0,4002.0,376250.0,,94048.0,9.95232e-05,0.1,1.5796632 +7850.1,7639.2417,0.23417515,1504.491,6030000.0,4008.0,376875.0,,94208.0,9.92672e-05,0.1,1.0219069 +7880.0,7643.5596,1.0047632,1504.7334,6040000.0,4014.0,377500.0,,94368.0,9.90112e-05,0.1,1.3725452 +7914.8,7647.8926,1.5692742,1504.9751,6050000.0,4020.0,378125.0,,94528.0,9.87552e-05,0.1,1.3903248 +7915.8,7652.259,2.9841352,1505.5901,6060000.0,4025.0,378750.0,,94656.0,9.85504e-05,0.1,1.474247 +7915.3,7655.741,2.6099958,1505.8298,6070000.0,4031.0,379375.0,,94816.0,9.82944e-05,0.1,1.2233908 +7875.5,7657.9756,0.89090776,1506.0688,6080000.0,4037.0,380000.0,,94976.0,9.80384e-05,0.1,1.1843901 +7815.3,7659.0605,1.4944396,1506.3073,6090000.0,4043.0,380625.0,,95136.0,9.77824e-05,0.1,1.4298612 +7829.8,7660.572,2.2737894,1506.5448,6100000.0,4049.0,381250.0,,95296.0,9.75264e-05,0.1,1.5539316 +7739.7,7661.5117,1.3650655,1506.7817,6110000.0,4055.0,381875.0,,95456.0,9.72704e-05,0.1,1.2179656 +7759.2,7662.846,2.2792318,1507.018,6120000.0,4061.0,382500.0,,95616.0,9.70144e-05,0.1,1.2559704 +7779.0,7664.584,2.1565413,1507.2535,6130000.0,4067.0,383125.0,,95776.0,9.67584e-05,0.1,1.11011 +7725.8,7667.142,1.8199459,1507.4883,6140000.0,4073.0,383750.0,,95936.0,9.65024e-05,0.1,1.3202984 +7639.6,7668.645,0.8539767,1508.0922,6150000.0,4078.0,384375.0,,96064.0,9.62976e-05,0.1,1.1328013 +7583.4,7669.8564,1.1115063,1508.3252,6160000.0,4084.0,385000.0,,96224.0,9.60416e-05,0.1,1.1068254 +7538.9,7669.872,1.3893065,1508.5575,6170000.0,4090.0,385625.0,,96384.0,9.57856e-05,0.1,1.5083346 +7429.8,7667.8594,1.7022669,1509.1575,6180000.0,4095.0,386250.0,,96544.0,9.55296e-05,0.1,1.4153061 +7387.1,7665.5566,1.5146724,1509.388,6190000.0,4101.0,386875.0,,96704.0,9.52736e-05,0.1,1.3987473 +7362.4,7662.609,0.87981296,1509.6177,6200000.0,4107.0,387500.0,,96864.0,9.50176e-05,0.1,1.4667878 +7370.9,7660.29,2.1386886,1509.8468,6210000.0,4113.0,388125.0,,97024.0,9.47616e-05,0.1,1.3368385 +7414.5,7658.7856,1.451737,1510.442,6220000.0,4118.0,388750.0,,97184.0,9.45056e-05,0.1,1.6910572 +7313.0,7655.659,1.2528818,1510.6693,6230000.0,4124.0,389375.0,,97312.0,9.43008e-05,0.1,1.3295133 +7331.5,7651.709,0.97235477,1510.8959,6240000.0,4130.0,390000.0,,97472.0,9.40448e-05,0.1,1.606492 +7226.7,7646.147,1.5546877,1511.1218,6250000.0,4136.0,390625.0,,97632.0,9.37888e-05,0.1,1.5352926 +7184.3,7639.6187,1.3344404,1511.3472,6260000.0,4142.0,391250.0,,97792.0,9.35328e-05,0.1,1.3433315 +7223.9,7633.5596,1.8362592,1511.5719,6270000.0,4148.0,391875.0,,97952.0,9.32768e-05,0.1,1.3684579 +7213.0,7626.656,2.439071,1511.7959,6280000.0,4154.0,392500.0,,98112.0,9.30208e-05,0.1,1.6076058 +7269.9,7621.0156,2.1603765,1512.3828,6290000.0,4159.0,393125.0,,98272.0,9.27648e-05,0.1,1.2943422 +7321.3,7616.194,3.068871,1512.6051,6300000.0,4165.0,393750.0,,98432.0,9.25088e-05,0.1,1.6026876 +7362.0,7612.983,1.7068367,1512.8267,6310000.0,4171.0,394375.0,,98592.0,9.22528e-05,0.1,1.532226 +7369.2,7610.5493,1.6284513,1513.0476,6320000.0,4177.0,395000.0,,98720.0,9.2048e-05,0.1,1.1214015 +7422.8,7608.705,0.5791553,1513.268,6330000.0,4183.0,395625.0,,98880.0,9.1792e-05,0.1,1.4254582 +7442.7,7606.8877,1.5850798,1513.8491,6340000.0,4188.0,396250.0,,99040.0,9.1536e-05,0.1,1.4008367 +7433.9,7604.9785,1.019072,1513.7068,6350000.0,4195.0,396875.0,,99200.0,9.128e-05,0.1,1.2537403 +7452.5,7603.611,1.7973886,1513.9253,6360000.0,4201.0,397500.0,,99360.0,9.1024e-05,0.1,1.4110398 +7554.0,7603.2896,1.1209129,1514.1431,6370000.0,4207.0,398125.0,,99520.0,9.0768e-05,0.1,1.4249913 +7671.9,7605.4863,2.033999,1514.001,6380000.0,4214.0,398750.0,,99680.0,9.0512e-05,0.1,1.5802426 +7742.3,7608.3105,1.1502656,1514.218,6390000.0,4220.0,399375.0,,99840.0,9.0256e-05,0.1,1.2909436 +7766.2,7610.701,2.7416368,1514.4344,6400000.0,4226.0,400000.0,,100000.0,9e-05,0.1,1.5285523 +7727.5,7613.0723,0.72292906,1514.6503,6410000.0,4232.0,400625.0,,100128.0,8.97952e-05,0.1,1.210041 +7818.5,7615.787,1.4331901,1514.5082,6420000.0,4239.0,401250.0,,100288.0,8.95392e-05,0.1,1.367826 +7820.1,7620.0684,0.8313475,1514.7231,6430000.0,4245.0,401875.0,,100448.0,8.92832e-05,0.1,1.5029018 +7727.9,7622.5273,0.65522,1514.9376,6440000.0,4251.0,402500.0,,100608.0,8.90272e-05,0.1,1.2223911 +7859.8,7625.297,0.85137385,1514.7957,6450000.0,4258.0,403125.0,,100768.0,8.87712e-05,0.1,1.6461763 +7849.9,7628.1875,1.6443764,1515.0094,6460000.0,4264.0,403750.0,,100928.0,8.85152e-05,0.1,1.5078853 +7841.9,7631.727,1.1998627,1515.2225,6470000.0,4270.0,404375.0,,101088.0,8.82592e-05,0.1,1.2216604 +7865.7,7636.334,2.690015,1515.0807,6480000.0,4277.0,405000.0,,101248.0,8.80032e-05,0.1,1.270853 +7928.9,7641.295,1.2641745,1515.6469,6490000.0,4282.0,405625.0,,101376.0,8.77984e-05,0.1,1.252336 +7950.0,7646.3164,0.68946975,1515.8582,6500000.0,4288.0,406250.0,,101536.0,8.75424e-05,0.1,1.6267662 +7938.5,7650.449,1.8648589,1516.069,6510000.0,4294.0,406875.0,,101696.0,8.72864e-05,0.1,1.5689051 +7899.7,7653.389,1.631744,1516.279,6520000.0,4300.0,407500.0,,101856.0,8.70304e-05,0.1,1.2703308 +7794.1,7655.4644,0.5372639,1516.4886,6530000.0,4306.0,408125.0,,102016.0,8.67744e-05,0.1,1.509718 +7798.9,7656.9414,2.8513293,1517.0494,6540000.0,4311.0,408750.0,,102176.0,8.65184e-05,0.1,1.4018376 +7857.7,7659.084,2.2879283,1517.2573,6550000.0,4317.0,409375.0,,102336.0,8.62624e-05,0.1,1.3152897 +7868.0,7660.655,1.0612335,1517.1138,6560000.0,4324.0,410000.0,,102496.0,8.60064e-05,0.1,1.4035047 +7862.1,7661.538,0.4857415,1517.6715,6570000.0,4329.0,410625.0,,102656.0,8.57504e-05,0.1,0.7980589 +7873.5,7663.9526,1.6679491,1517.8777,6580000.0,4335.0,411250.0,,102784.0,8.55456e-05,0.1,1.5123487 +7796.4,7666.05,1.4304003,1518.0834,6590000.0,4341.0,411875.0,,102944.0,8.52896e-05,0.1,0.94214773 +7716.3,7667.418,1.4052914,1517.9393,6600000.0,4348.0,412500.0,,103104.0,8.50336e-05,0.1,1.3463118 +7676.4,7668.3857,2.924833,1517.7957,6610000.0,4355.0,413125.0,,103264.0,8.47776e-05,0.1,1.3534786 +7650.9,7668.466,0.7598308,1518.0005,6620000.0,4361.0,413750.0,,103424.0,8.45216e-05,0.1,1.2731043 +7618.8,7668.2036,2.189351,1518.2047,6630000.0,4367.0,414375.0,,103584.0,8.42656e-05,0.1,0.95156264 +7564.3,7668.236,1.9614369,1518.4084,6640000.0,4373.0,415000.0,,103744.0,8.40096e-05,0.1,1.4625871 +7631.2,7668.55,0.9697798,1518.6116,6650000.0,4379.0,415625.0,,103904.0,8.37536e-05,0.1,1.2838533 +7594.4,7668.7217,2.408863,1519.1606,6660000.0,4384.0,416250.0,,104032.0,8.35488e-05,0.1,1.3551164 +7672.8,7670.073,1.070454,1519.3622,6670000.0,4390.0,416875.0,,104192.0,8.32928e-05,0.1,1.7761736 +7642.9,7671.3926,2.102229,1519.5632,6680000.0,4396.0,417500.0,,104352.0,8.30368e-05,0.1,1.3979441 +7604.0,7671.654,1.2940034,1519.7638,6690000.0,4402.0,418125.0,,104512.0,8.27808e-05,0.1,1.3915851 +7636.5,7672.297,1.624293,1519.9637,6700000.0,4408.0,418750.0,,104672.0,8.25248e-05,0.1,1.0014372 +7591.1,7671.4883,0.77675563,1520.1631,6710000.0,4414.0,419375.0,,104832.0,8.22688e-05,0.1,1.0653975 +7644.5,7670.64,0.8769809,1520.3619,6720000.0,4420.0,420000.0,,104992.0,8.20128e-05,0.1,1.5491351 +7728.0,7669.978,1.4480046,1520.5603,6730000.0,4426.0,420625.0,,105152.0,8.17568e-05,0.1,1.5388103 +7734.3,7669.1313,1.1786194,1520.415,6740000.0,4433.0,421250.0,,105312.0,8.15008e-05,0.1,1.6666611 +7774.4,7669.9067,1.559816,1520.9554,6750000.0,4438.0,421875.0,,105440.0,8.1296e-05,0.1,1.2294604 +7726.9,7670.3125,1.4264991,1521.1521,6760000.0,4444.0,422500.0,,105600.0,8.104e-05,0.1,1.5557175 +7666.5,7670.949,1.3073182,1521.6903,6770000.0,4449.0,423125.0,,105760.0,8.0784e-05,0.1,1.4866413 +7647.8,7670.772,0.90939134,1521.8855,6780000.0,4455.0,423750.0,,105920.0,8.0528e-05,0.1,1.555377 +7716.6,7671.9956,2.199645,1522.0802,6790000.0,4461.0,424375.0,,106080.0,8.0272e-05,0.1,1.5079536 +7704.3,7673.0513,1.9390544,1522.6154,6800000.0,4466.0,425000.0,,106240.0,8.0016e-05,0.1,1.6861676 +7706.7,7673.9644,1.0768396,1522.4681,6810000.0,4473.0,425625.0,,106400.0,7.976e-05,0.1,1.2969434 +7605.3,7673.2993,0.91002244,1522.6613,6820000.0,4479.0,426250.0,,106560.0,7.9504e-05,0.1,1.5354813 +7660.2,7673.321,1.3001347,1522.854,6830000.0,4485.0,426875.0,,106688.0,7.92992e-05,0.1,1.4328113 +7657.8,7674.227,1.3611656,1523.0461,6840000.0,4491.0,427500.0,,106848.0,7.90432e-05,0.1,1.7215894 +7480.1,7673.8257,1.5731853,1523.2377,6850000.0,4497.0,428125.0,,107008.0,7.87872e-05,0.1,1.5770874 +7472.5,7672.99,1.2608196,1523.4288,6860000.0,4503.0,428750.0,,107168.0,7.85312e-05,0.1,1.3952205 +7501.5,7672.0996,2.5090678,1523.9574,6870000.0,4508.0,429375.0,,107328.0,7.82752e-05,0.1,1.4020149 +7499.6,7670.6934,1.100645,1523.8096,6880000.0,4515.0,430000.0,,107488.0,7.80192e-05,0.1,1.3535993 +7536.2,7667.9077,1.5812999,1523.9991,6890000.0,4521.0,430625.0,,107648.0,7.77632e-05,0.1,1.653835 +7507.1,7665.0933,1.0168582,1524.1882,6900000.0,4527.0,431250.0,,107808.0,7.75072e-05,0.1,1.4429357 +7571.1,7663.2744,0.5865396,1524.3768,6910000.0,4533.0,431875.0,,107968.0,7.72512e-05,0.1,1.349694 +7654.8,7661.9575,0.86753184,1524.565,6920000.0,4539.0,432500.0,,108096.0,7.70464e-05,0.1,1.4613974 +7662.0,7660.3594,0.73269755,1524.7524,6930000.0,4545.0,433125.0,,108256.0,7.67904e-05,0.1,1.3006847 +7720.0,7659.74,1.2118716,1524.9396,6940000.0,4551.0,433750.0,,108416.0,7.65344e-05,0.1,1.4555086 +7774.0,7659.74,1.0200906,1525.1262,6950000.0,4557.0,434375.0,,108576.0,7.62784e-05,0.1,1.275712 +7864.9,7660.709,1.1082538,1525.3123,6960000.0,4563.0,435000.0,,108736.0,7.60224e-05,0.1,1.6139555 +7870.1,7661.6387,1.452691,1525.4979,6970000.0,4569.0,435625.0,,108896.0,7.57664e-05,0.1,1.3563055 +7843.7,7661.498,2.302058,1525.3496,6980000.0,4576.0,436250.0,,109056.0,7.55104e-05,0.1,1.3394629 +7983.2,7662.4487,1.9364246,1525.5347,6990000.0,4582.0,436875.0,,109216.0,7.52544e-05,0.1,1.461311 +7946.7,7662.7305,1.5389588,1525.7192,7000000.0,4588.0,437500.0,,109344.0,7.50496e-05,0.1,1.1264429 +8025.9,7664.431,0.5427508,1525.5713,7010000.0,4595.0,438125.0,,109504.0,7.47936e-05,0.1,1.9237852 +8029.8,7666.2314,1.6805878,1525.7552,7020000.0,4601.0,438750.0,,109664.0,7.45376e-05,0.1,1.1662016 +8153.4,7669.265,0.633461,1525.9388,7030000.0,4607.0,439375.0,,109824.0,7.42816e-05,0.1,1.9757235 +8185.0,7672.3145,2.3446841,1525.791,7040000.0,4614.0,440000.0,,109984.0,7.40256e-05,0.1,1.043522 +8132.1,7674.4883,0.9992587,1525.6438,7050000.0,4621.0,440625.0,,110144.0,7.37696e-05,0.1,1.8924553 +8116.8,7676.498,2.1919825,1525.8267,7060000.0,4627.0,441250.0,,110304.0,7.35136e-05,0.1,1.1795955 +7945.6,7676.802,1.067487,1526.009,7070000.0,4633.0,441875.0,,110464.0,7.32576e-05,0.1,1.691077 +7953.8,7677.585,3.1388316,1525.862,7080000.0,4640.0,442500.0,,110624.0,7.30016e-05,0.1,1.1547332 +7904.3,7678.4746,0.87986624,1526.044,7090000.0,4646.0,443125.0,,110752.0,7.27968e-05,0.1,1.5454249 +7881.1,7678.9873,1.4046164,1525.8972,7100000.0,4653.0,443750.0,,110912.0,7.25408e-05,0.1,1.2648904 +7840.8,7679.998,1.7546941,1525.7511,7110000.0,4660.0,444375.0,,111072.0,7.22848e-05,0.1,1.4560317 +7879.2,7681.198,2.05174,1525.6053,7120000.0,4667.0,445000.0,,111232.0,7.20288e-05,0.1,1.3049991 +7804.8,7681.456,1.4972624,1525.7864,7130000.0,4673.0,445625.0,,111392.0,7.17728e-05,0.1,1.7331845 +7813.6,7682.3345,1.31057,1525.967,7140000.0,4679.0,446250.0,,111552.0,7.15168e-05,0.1,1.3920426 +7799.1,7683.93,1.1544374,1525.8217,7150000.0,4686.0,446875.0,,111712.0,7.12608e-05,0.1,1.5667367 +7770.7,7685.8027,1.7641107,1526.0017,7160000.0,4692.0,447500.0,,111872.0,7.10048e-05,0.1,1.5544093 +7766.0,7688.073,1.5146511,1526.1814,7170000.0,4698.0,448125.0,,112000.0,7.08e-05,0.1,1.3085599 +7758.7,7691.3623,1.3965917,1526.685,7180000.0,4703.0,448750.0,,112160.0,7.0544e-05,0.1,1.7445501 +7754.1,7695.0327,1.2959892,1526.8634,7190000.0,4709.0,449375.0,,112320.0,7.0288e-05,0.1,1.347577 +7759.7,7699.005,1.0141735,1527.0414,7200000.0,4715.0,450000.0,,112480.0,7.0032e-05,0.1,1.6298834 +7623.1,7701.5273,1.098205,1527.2188,7210000.0,4721.0,450625.0,,112640.0,6.9776e-05,0.1,1.339334 +7571.0,7703.0923,1.1161865,1527.719,7220000.0,4726.0,451250.0,,112800.0,6.952e-05,0.1,1.4729427 +7528.4,7705.2456,0.953268,1527.8951,7230000.0,4732.0,451875.0,,112960.0,6.9264e-05,0.1,1.5002041 +7567.4,7707.605,1.6342947,1528.0709,7240000.0,4738.0,452500.0,,113120.0,6.9008e-05,0.1,1.3998151 +7606.6,7711.404,1.0098872,1528.2462,7250000.0,4744.0,453125.0,,113280.0,6.8752e-05,0.1,1.3374066 +7664.2,7716.203,0.78268886,1528.7429,7260000.0,4749.0,453750.0,,113408.0,6.85472e-05,0.1,0.9701407 +7681.8,7720.7817,1.3715078,1529.2385,7270000.0,4754.0,454375.0,,113568.0,6.82912e-05,0.1,1.3613558 +7648.3,7725.1357,0.6607838,1529.4117,7280000.0,4760.0,455000.0,,113728.0,6.80352e-05,0.1,1.7990696 +7687.3,7729.3096,2.1023796,1529.5846,7290000.0,4766.0,455625.0,,113888.0,6.77792e-05,0.1,1.1397723 +7641.9,7732.5156,1.9558581,1529.757,7300000.0,4772.0,456250.0,,114048.0,6.75232e-05,0.1,1.7210643 +7659.1,7735.4863,0.96518844,1529.9288,7310000.0,4778.0,456875.0,,114208.0,6.72672e-05,0.1,1.0765641 +7671.6,7738.5107,0.97435576,1530.1003,7320000.0,4784.0,457500.0,,114368.0,6.70112e-05,0.1,1.3874469 +7717.7,7741.4595,1.8714868,1530.591,7330000.0,4789.0,458125.0,,114528.0,6.67552e-05,0.1,1.1261132 +7779.8,7744.8306,0.43893555,1530.7612,7340000.0,4795.0,458750.0,,114656.0,6.65504e-05,0.1,1.6806952 +7853.7,7749.0283,2.429963,1530.6123,7350000.0,4802.0,459375.0,,114816.0,6.62944e-05,0.1,1.624272 +7772.4,7752.227,1.4407947,1530.782,7360000.0,4808.0,460000.0,,114976.0,6.60384e-05,0.1,1.4207939 +7775.2,7754.439,0.76535654,1530.9514,7370000.0,4814.0,460625.0,,115136.0,6.57824e-05,0.1,1.3836694 +7673.0,7754.45,0.9277062,1530.8027,7380000.0,4821.0,461250.0,,115296.0,6.55264e-05,0.1,1.417645 +7727.9,7754.3057,1.6625209,1531.2888,7390000.0,4826.0,461875.0,,115456.0,6.52704e-05,0.1,1.1940292 +7727.8,7753.922,1.5141937,1531.1401,7400000.0,4833.0,462500.0,,115616.0,6.50144e-05,0.1,1.0823699 +7703.2,7753.6787,1.3738182,1531.6246,7410000.0,4838.0,463125.0,,115776.0,6.47584e-05,0.1,1.1373619 +7702.8,7752.522,1.875952,1531.4757,7420000.0,4845.0,463750.0,,115936.0,6.45024e-05,0.1,1.3303602 +7703.2,7751.353,1.8989662,1531.9587,7430000.0,4850.0,464375.0,,116064.0,6.42976e-05,0.1,1.4038231 +7649.4,7750.5684,1.5558069,1532.1252,7440000.0,4856.0,465000.0,,116224.0,6.40416e-05,0.1,1.3017831 +7757.6,7749.5464,1.2854646,1532.2913,7450000.0,4862.0,465625.0,,116384.0,6.37856e-05,0.1,1.5530907 +7741.0,7748.457,1.5501012,1532.7717,7460000.0,4867.0,466250.0,,116544.0,6.35296e-05,0.1,1.1525205 +7661.1,7746.6494,2.1204903,1532.9366,7470000.0,4873.0,466875.0,,116704.0,6.32736e-05,0.1,1.8657701 +7717.1,7745.1636,1.2153648,1533.4153,7480000.0,4878.0,467500.0,,116864.0,6.30176e-05,0.1,1.0645595 +7830.7,7744.181,2.4900732,1533.579,7490000.0,4884.0,468125.0,,117024.0,6.27616e-05,0.1,1.449071 +7856.3,7743.245,1.3862513,1533.7423,7500000.0,4890.0,468750.0,,117184.0,6.25056e-05,0.1,1.4404376 +7857.6,7742.4355,1.3303343,1534.2186,7510000.0,4895.0,469375.0,,117312.0,6.23008e-05,0.1,1.5544167 +7899.4,7742.4326,1.6691344,1534.3807,7520000.0,4901.0,470000.0,,117472.0,6.20448e-05,0.1,1.7199831 +7868.9,7743.18,2.091216,1534.5425,7530000.0,4907.0,470625.0,,117632.0,6.17888e-05,0.1,1.3550886 +7804.6,7743.237,0.89698803,1534.7039,7540000.0,4913.0,471250.0,,117792.0,6.15328e-05,0.1,1.5753524 +7814.5,7742.805,1.1853375,1534.8649,7550000.0,4919.0,471875.0,,117952.0,6.12768e-05,0.1,1.2239425 +7849.8,7742.623,0.80384535,1535.0254,7560000.0,4925.0,472500.0,,118112.0,6.10208e-05,0.1,1.4345834 +7913.4,7743.136,2.045915,1535.1855,7570000.0,4931.0,473125.0,,118272.0,6.07648e-05,0.1,1.2506752 +7941.3,7743.814,0.6176694,1535.6564,7580000.0,4936.0,473750.0,,118432.0,6.05088e-05,0.1,1.6811731 +7960.7,7745.457,1.053541,1535.8154,7590000.0,4942.0,474375.0,,118592.0,6.02528e-05,0.1,1.0694872 +8020.3,7748.497,1.0267379,1535.9741,7600000.0,4948.0,475000.0,,118720.0,6.0048e-05,0.1,1.6659298 +8052.4,7752.257,1.4578401,1536.4425,7610000.0,4953.0,475625.0,,118880.0,5.9792e-05,0.1,1.1459415 +8035.5,7756.1025,0.8449476,1536.6001,7620000.0,4959.0,476250.0,,119040.0,5.9536e-05,0.1,1.5701141 +8010.7,7760.022,1.0993937,1536.7573,7630000.0,4965.0,476875.0,,119200.0,5.928e-05,0.1,1.4086101 +8007.4,7764.4517,0.7566695,1536.9141,7640000.0,4971.0,477500.0,,119360.0,5.9024e-05,0.1,1.5013704 +8009.5,7768.236,0.70101905,1537.0706,7650000.0,4977.0,478125.0,,119520.0,5.8768e-05,0.1,1.2223926 +7998.9,7772.281,2.191252,1537.2266,7660000.0,4983.0,478750.0,,119680.0,5.8512e-05,0.1,1.5336365 +8090.9,7776.4614,2.514308,1537.0741,7670000.0,4990.0,479375.0,,119840.0,5.8256e-05,0.1,1.2758162 +7954.3,7779.5757,1.1066548,1537.5376,7680000.0,4995.0,480000.0,,120000.0,5.8e-05,0.1,1.5648421 +8002.3,7783.5586,1.3000778,1538.0,7690000.0,5000.0,480625.0,,120128.0,5.77952e-05,0.1,1.0163856 +7935.9,7786.5527,0.88334227,1537.847,7700000.0,5007.0,481250.0,,120288.0,5.75392e-05,0.1,1.377485 +7892.7,7789.569,1.4325861,1537.6945,7710000.0,5014.0,481875.0,,120448.0,5.72832e-05,0.1,1.3298078 +7709.9,7790.2227,0.63858247,1537.8486,7720000.0,5020.0,482500.0,,120608.0,5.70272e-05,0.1,1.3930781 +7746.6,7790.4087,0.84738064,1538.0024,7730000.0,5026.0,483125.0,,120768.0,5.67712e-05,0.1,1.3080827 +7687.5,7789.9404,0.9234821,1538.1558,7740000.0,5032.0,483750.0,,120928.0,5.65152e-05,0.1,1.600409 +7591.5,7788.112,3.4475102,1538.3088,7750000.0,5038.0,484375.0,,121088.0,5.62592e-05,0.1,1.5182037 +7541.0,7786.253,1.3478687,1538.4615,7760000.0,5044.0,485000.0,,121248.0,5.60032e-05,0.1,1.4242876 +7540.1,7784.9893,1.5163137,1538.6139,7770000.0,5050.0,485625.0,,121376.0,5.57984e-05,0.1,1.6558214 +7517.0,7783.681,2.641627,1538.7659,7780000.0,5056.0,486250.0,,121536.0,5.55424e-05,0.1,1.4611225 +7459.7,7781.112,1.6876998,1538.6135,7790000.0,5063.0,486875.0,,121696.0,5.52864e-05,0.1,1.8251058 +7424.9,7778.3184,1.5427003,1538.765,7800000.0,5069.0,487500.0,,121856.0,5.50304e-05,0.1,1.2569581 +7546.3,7776.714,0.6366561,1539.2196,7810000.0,5074.0,488125.0,,122016.0,5.47744e-05,0.1,1.76511 +7520.1,7775.862,1.5309733,1539.3701,7820000.0,5080.0,488750.0,,122176.0,5.45184e-05,0.1,1.3403381 +7528.0,7774.54,1.8718251,1539.2177,7830000.0,5087.0,489375.0,,122336.0,5.42624e-05,0.1,1.4697268 +7598.1,7773.9434,1.5210129,1539.67,7840000.0,5092.0,490000.0,,122496.0,5.40064e-05,0.1,1.1983733 +7609.7,7775.2393,0.5084298,1539.8196,7850000.0,5098.0,490625.0,,122656.0,5.37504e-05,0.1,1.4049573 +7548.6,7776.0,1.4538556,1539.9686,7860000.0,5104.0,491250.0,,122784.0,5.35456e-05,0.1,1.5560302 +7487.1,7775.857,1.3224926,1540.4188,7870000.0,5109.0,491875.0,,122944.0,5.32896e-05,0.1,1.3448052 +7556.4,7776.424,1.810037,1540.567,7880000.0,5115.0,492500.0,,123104.0,5.30336e-05,0.1,1.2675314 +7594.4,7777.0063,3.0793266,1540.7147,7890000.0,5121.0,493125.0,,123264.0,5.27776e-05,0.1,1.2106853 +7627.3,7778.2075,1.5001162,1540.5616,7900000.0,5128.0,493750.0,,123424.0,5.25216e-05,0.1,1.1846545 +7691.4,7779.4106,1.230123,1540.709,7910000.0,5134.0,494375.0,,123584.0,5.22656e-05,0.1,1.2170773 +7738.8,7780.2505,0.86983985,1540.8561,7920000.0,5140.0,495000.0,,123744.0,5.20096e-05,0.1,1.1491926 +7834.8,7781.9795,0.64886737,1540.7034,7930000.0,5147.0,495625.0,,123904.0,5.17536e-05,0.1,1.2850996 +7877.7,7783.5557,0.69311905,1541.149,7940000.0,5152.0,496250.0,,124032.0,5.15488e-05,0.1,1.6307504 +7889.7,7784.713,2.0103145,1541.295,7950000.0,5158.0,496875.0,,124192.0,5.12928e-05,0.1,1.5733451 +7825.5,7784.319,2.2612376,1541.1423,7960000.0,5165.0,497500.0,,124352.0,5.10368e-05,0.1,1.2366095 +7805.1,7783.669,3.4694736,1541.288,7970000.0,5171.0,498125.0,,124512.0,5.07808e-05,0.1,1.1719003 +7842.2,7783.654,1.8857756,1541.1356,7980000.0,5178.0,498750.0,,124672.0,5.05248e-05,0.1,1.2817323 +7830.8,7782.13,2.6364892,1541.2809,7990000.0,5184.0,499375.0,,124832.0,5.02688e-05,0.1,1.1611567 +7940.4,7782.067,1.3694957,1541.4258,8000000.0,5190.0,500000.0,,124992.0,5.00128e-05,0.1,1.6700356 +7921.9,7781.0264,1.5002323,1541.2738,8010000.0,5197.0,500625.0,,125152.0,4.97568e-05,0.1,1.4670901 +7961.7,7780.345,0.8795174,1541.4185,8020000.0,5203.0,501250.0,,125312.0,4.95008e-05,0.1,1.4080083 +7887.5,7777.686,1.2427566,1541.5626,8030000.0,5209.0,501875.0,,125440.0,4.9296e-05,0.1,1.1533368 +7882.8,7774.665,0.614866,1541.7067,8040000.0,5215.0,502500.0,,125600.0,4.904e-05,0.1,1.4407998 +7846.7,7771.8105,2.0981739,1541.5549,8050000.0,5222.0,503125.0,,125760.0,4.8784e-05,0.1,1.5960402 +7765.2,7768.2944,1.4246709,1541.9935,8060000.0,5227.0,503750.0,,125920.0,4.8528e-05,0.1,1.6116568 +7708.9,7765.9277,2.3121433,1541.8418,8070000.0,5234.0,504375.0,,126080.0,4.8272e-05,0.1,1.4646022 +7680.4,7763.1934,1.3711904,1541.6906,8080000.0,5241.0,505000.0,,126240.0,4.8016e-05,0.1,1.1810931 +7677.8,7760.928,1.7406015,1541.5397,8090000.0,5248.0,505625.0,,126400.0,4.776e-05,0.1,1.3609561 +7674.4,7758.8613,1.7123351,1541.3892,8100000.0,5255.0,506250.0,,126560.0,4.7504e-05,0.1,1.2632167 +7569.8,7756.152,1.6627295,1541.8251,8110000.0,5260.0,506875.0,,126688.0,4.72992e-05,0.1,1.7239211 +7636.0,7753.72,2.0969453,1541.6746,8120000.0,5267.0,507500.0,,126848.0,4.70432e-05,0.1,1.242818 +7590.1,7751.573,0.7187072,1541.8168,8130000.0,5273.0,508125.0,,127008.0,4.67872e-05,0.1,1.5063457 +7574.4,7749.181,1.94423,1541.9587,8140000.0,5279.0,508750.0,,127168.0,4.65312e-05,0.1,1.1588686 +7595.0,7747.14,0.801142,1541.8086,8150000.0,5286.0,509375.0,,127328.0,4.62752e-05,0.1,1.4447275 +7655.1,7745.984,1.6823019,1541.9501,8160000.0,5292.0,510000.0,,127488.0,4.60192e-05,0.1,1.4442606 +7679.3,7745.1167,1.3740654,1541.8003,8170000.0,5299.0,510625.0,,127648.0,4.57632e-05,0.1,1.5925493 +7688.9,7744.4194,0.98470515,1541.9415,8180000.0,5305.0,511250.0,,127808.0,4.55072e-05,0.1,1.5799911 +7744.7,7744.325,1.0029489,1542.0825,8190000.0,5311.0,511875.0,,127968.0,4.52512e-05,0.1,1.5844009 +7717.9,7743.9062,0.9124041,1542.223,8200000.0,5317.0,512500.0,,128096.0,4.50464e-05,0.1,1.4350779 +7813.2,7745.8076,1.7593945,1542.3633,8210000.0,5323.0,513125.0,,128256.0,4.47904e-05,0.1,1.1855094 +7844.8,7748.5454,2.7578042,1542.7928,8220000.0,5328.0,513750.0,,128416.0,4.45344e-05,0.1,1.497005 +7810.1,7751.3623,1.4508895,1542.9321,8230000.0,5334.0,514375.0,,128576.0,4.42784e-05,0.1,1.5684034 +7790.3,7753.592,0.89713216,1542.7822,8240000.0,5341.0,515000.0,,128736.0,4.40224e-05,0.1,1.2026976 +7824.1,7755.7676,0.7707266,1542.9213,8250000.0,5347.0,515625.0,,128896.0,4.37664e-05,0.1,1.5023563 +7842.9,7757.554,1.3402154,1543.0599,8260000.0,5353.0,516250.0,,129056.0,4.35104e-05,0.1,1.3236566 +7858.4,7759.3193,1.0670964,1543.1984,8270000.0,5359.0,516875.0,,129216.0,4.32544e-05,0.1,1.3870335 +7974.7,7762.583,0.80580276,1543.3364,8280000.0,5365.0,517500.0,,129344.0,4.30496e-05,0.1,1.455549 +7982.9,7765.5396,1.6838062,1543.4742,8290000.0,5371.0,518125.0,,129504.0,4.27936e-05,0.1,1.2671099 +8014.5,7769.2656,0.7079135,1543.6117,8300000.0,5377.0,518750.0,,129664.0,4.25376e-05,0.1,1.2630312 +7978.1,7772.4556,1.4730809,1543.4622,8310000.0,5384.0,519375.0,,129824.0,4.22816e-05,0.1,1.166616 +8004.6,7775.786,0.5103956,1543.5992,8320000.0,5390.0,520000.0,,129984.0,4.20256e-05,0.1,1.5873854 +7907.3,7777.683,1.5726962,1543.4501,8330000.0,5397.0,520625.0,,130144.0,4.17696e-05,0.1,1.3916895 +7852.9,7778.413,1.1326234,1543.5869,8340000.0,5403.0,521250.0,,130304.0,4.15136e-05,0.1,1.5656414 +7791.7,7777.793,1.7334526,1543.7234,8350000.0,5409.0,521875.0,,130464.0,4.12576e-05,0.1,1.4218662 +7819.5,7778.2637,1.072513,1543.8596,8360000.0,5415.0,522500.0,,130624.0,4.10016e-05,0.1,1.197125 +7826.2,7778.774,1.229251,1543.7108,8370000.0,5422.0,523125.0,,130752.0,4.07968e-05,0.1,1.3312559 +7842.2,7780.466,0.35802516,1543.8467,8380000.0,5428.0,523750.0,,130912.0,4.05408e-05,0.1,1.7539172 +7854.9,7781.736,1.1650323,1543.9823,8390000.0,5434.0,524375.0,,131072.0,4.02848e-05,0.1,1.4022305 +7846.0,7782.9175,1.2322165,1544.1177,8400000.0,5440.0,525000.0,,131232.0,4.00288e-05,0.1,1.3471246 +7818.4,7784.0693,1.5306736,1544.2527,8410000.0,5446.0,525625.0,,131392.0,3.97728e-05,0.1,1.0684922 +7828.1,7785.3223,1.4987108,1544.6707,8420000.0,5451.0,526250.0,,131552.0,3.95168e-05,0.1,1.4463547 +7869.5,7786.9863,1.153506,1544.8048,8430000.0,5457.0,526875.0,,131712.0,3.92608e-05,0.1,1.1874802 +7871.4,7789.2056,0.4662425,1544.6559,8440000.0,5464.0,527500.0,,131872.0,3.90048e-05,0.1,1.0508235 +7869.0,7790.32,0.8409563,1545.0723,8450000.0,5469.0,528125.0,,132000.0,3.88e-05,0.1,1.3793898 +7919.0,7792.1,0.43832457,1544.9233,8460000.0,5476.0,528750.0,,132160.0,3.8544e-05,0.1,1.6261826 +8056.0,7796.049,1.7643871,1545.0565,8470000.0,5482.0,529375.0,,132320.0,3.8288e-05,0.1,1.3818532 +8015.8,7799.036,1.4073735,1545.1895,8480000.0,5488.0,530000.0,,132480.0,3.8032e-05,0.1,1.6429098 +8105.1,7801.781,1.8711967,1545.3221,8490000.0,5494.0,530625.0,,132640.0,3.7776e-05,0.1,1.2261188 +8060.0,7803.8174,1.329738,1545.4546,8500000.0,5500.0,531250.0,,132800.0,3.752e-05,0.1,1.6713247 +8058.1,7805.8223,1.5470104,1545.5867,8510000.0,5506.0,531875.0,,132960.0,3.7264e-05,0.1,1.1851671 +8014.3,7806.9717,1.5399698,1545.7184,8520000.0,5512.0,532500.0,,133120.0,3.7008e-05,0.1,1.6968455 +8088.3,7809.165,1.7736483,1545.5698,8530000.0,5519.0,533125.0,,133280.0,3.6752e-05,0.1,1.1667182 +7998.8,7811.108,1.054107,1545.9812,8540000.0,5524.0,533750.0,,133408.0,3.65472e-05,0.1,1.4041319 +7972.3,7812.6855,2.006515,1546.112,8550000.0,5530.0,534375.0,,133568.0,3.62912e-05,0.1,1.2086939 +7936.2,7813.549,1.1612933,1545.9635,8560000.0,5537.0,535000.0,,133728.0,3.60352e-05,0.1,1.5531682 +7970.5,7814.119,1.3986139,1546.0941,8570000.0,5543.0,535625.0,,133888.0,3.57792e-05,0.1,1.3934563 +7850.8,7813.215,1.4369756,1546.2245,8580000.0,5549.0,536250.0,,134048.0,3.55232e-05,0.1,1.5180354 +7874.1,7812.3496,1.7740768,1546.3546,8590000.0,5555.0,536875.0,,134208.0,3.52672e-05,0.1,1.6325538 +7923.4,7811.38,1.9326142,1546.7626,8600000.0,5560.0,537500.0,,134368.0,3.50112e-05,0.1,1.1971314 +7919.6,7810.0527,1.0571463,1546.8918,8610000.0,5566.0,538125.0,,134528.0,3.47552e-05,0.1,1.295542 +7962.2,7809.3193,1.0820813,1547.2985,8620000.0,5571.0,538750.0,,134656.0,3.45504e-05,0.1,1.2225662 +8022.0,7809.4316,2.507114,1547.4269,8630000.0,5577.0,539375.0,,134816.0,3.42944e-05,0.1,1.1835521 +8052.9,7809.8867,2.916413,1547.555,8640000.0,5583.0,540000.0,,134976.0,3.40384e-05,0.1,1.4515877 +8001.8,7809.81,1.8563555,1547.4061,8650000.0,5590.0,540625.0,,135136.0,3.37824e-05,0.1,1.3036171 +7930.7,7809.1274,1.9110372,1547.5339,8660000.0,5596.0,541250.0,,135296.0,3.35264e-05,0.1,1.2740271 +7924.5,7807.464,0.46624792,1547.3854,8670000.0,5603.0,541875.0,,135456.0,3.32704e-05,0.1,1.2396466 +7934.0,7807.2607,1.9244896,1547.513,8680000.0,5609.0,542500.0,,135616.0,3.30144e-05,0.1,1.6051831 +7916.8,7806.4062,0.97492063,1547.6403,8690000.0,5615.0,543125.0,,135776.0,3.27584e-05,0.1,1.0823 +7940.5,7806.4517,0.5581177,1547.7673,8700000.0,5621.0,543750.0,,135936.0,3.25024e-05,0.1,1.4954593 +7975.7,7807.2817,2.0266783,1547.894,8710000.0,5627.0,544375.0,,136064.0,3.22976e-05,0.1,1.3264043 +7987.0,7810.0527,2.085419,1548.0206,8720000.0,5633.0,545000.0,,136224.0,3.20416e-05,0.1,1.1682755 +7992.5,7812.5117,0.6406515,1548.1469,8730000.0,5639.0,545625.0,,136384.0,3.17856e-05,0.1,1.5433571 +7975.3,7815.39,0.8772509,1548.2728,8740000.0,5645.0,546250.0,,136544.0,3.15296e-05,0.1,1.1036917 +8003.3,7819.509,1.6151946,1548.3986,8750000.0,5651.0,546875.0,,136704.0,3.12736e-05,0.1,1.5289026 +8008.9,7824.1875,1.2466229,1548.5239,8760000.0,5657.0,547500.0,,136864.0,3.10176e-05,0.1,1.6262971 +8023.7,7829.0225,2.3932,1548.6492,8770000.0,5663.0,548125.0,,137024.0,3.07616e-05,0.1,1.6540949 +8002.2,7833.8745,1.1015105,1548.774,8780000.0,5669.0,548750.0,,137184.0,3.05056e-05,0.1,1.4539181 +8029.0,7839.5674,2.076564,1549.1716,8790000.0,5674.0,549375.0,,137312.0,3.03008e-05,0.1,1.6232917 +8023.7,7845.5557,1.4774206,1549.2958,8800000.0,5680.0,550000.0,,137472.0,3.00448e-05,0.1,1.091629 +8022.0,7850.3125,1.0339267,1549.4197,8810000.0,5686.0,550625.0,,137632.0,2.97888e-05,0.1,1.2294286 +8037.9,7855.4907,0.5718886,1549.8156,8820000.0,5691.0,551250.0,,137792.0,2.95328e-05,0.1,1.5839306 +8003.8,7860.2485,1.244498,1549.9386,8830000.0,5697.0,551875.0,,137952.0,2.92768e-05,0.1,1.4395046 +7978.2,7864.05,1.2771606,1550.3333,8840000.0,5702.0,552500.0,,138112.0,2.90208e-05,0.1,1.153117 +8020.8,7868.1606,0.9601517,1550.4554,8850000.0,5708.0,553125.0,,138272.0,2.87648e-05,0.1,1.5412513 +7856.7,7871.2417,0.5548841,1550.5775,8860000.0,5714.0,553750.0,,138432.0,2.85088e-05,0.1,1.6897229 +7862.5,7874.9956,1.4455172,1550.6993,8870000.0,5720.0,554375.0,,138592.0,2.82528e-05,0.1,1.5853362 +7850.8,7877.9404,2.259976,1551.0917,8880000.0,5725.0,555000.0,,138720.0,2.8048e-05,0.1,1.5168526 +7824.7,7880.2427,1.9771935,1551.2126,8890000.0,5731.0,555625.0,,138880.0,2.7792e-05,0.1,1.4722811 +7797.2,7881.942,2.8850186,1551.3335,8900000.0,5737.0,556250.0,,139040.0,2.7536e-05,0.1,1.1941352 +7784.9,7882.877,1.4923478,1551.454,8910000.0,5743.0,556875.0,,139200.0,2.728e-05,0.1,1.6226346 +7866.3,7884.152,1.3573564,1551.3043,8920000.0,5750.0,557500.0,,139360.0,2.7024e-05,0.1,1.2868311 +7831.6,7884.12,0.37924019,1551.4246,8930000.0,5756.0,558125.0,,139520.0,2.6768e-05,0.1,1.2584856 +7869.8,7884.041,1.3408679,1551.5446,8940000.0,5762.0,558750.0,,139680.0,2.6512e-05,0.1,1.2143505 +7853.6,7883.6807,0.7295087,1551.6643,8950000.0,5768.0,559375.0,,139840.0,2.6256e-05,0.1,1.7009082 +7869.0,7884.1157,1.0266126,1551.5151,8960000.0,5775.0,560000.0,,140000.0,2.6e-05,0.1,1.1551939 +7854.9,7884.6133,2.0053031,1551.9031,8970000.0,5780.0,560625.0,,140128.0,2.57952e-05,0.1,1.5941243 +7747.2,7883.6626,1.6845677,1552.0221,8980000.0,5786.0,561250.0,,140288.0,2.55392e-05,0.1,1.3147109 +7791.0,7883.264,1.5185328,1552.1409,8990000.0,5792.0,561875.0,,140448.0,2.52832e-05,0.1,1.2916489 +7810.4,7881.9644,1.6880828,1551.9917,9000000.0,5799.0,562500.0,,140608.0,2.50272e-05,0.1,1.5907303 +7816.1,7880.9067,1.7162358,1552.3777,9010000.0,5804.0,563125.0,,140768.0,2.47712e-05,0.1,1.4623699 +7758.5,7878.875,1.1456306,1552.4957,9020000.0,5810.0,563750.0,,140928.0,2.45152e-05,0.1,1.3330004 +7763.3,7877.6333,1.5356427,1552.6135,9030000.0,5816.0,564375.0,,141088.0,2.42592e-05,0.1,1.385457 +7850.4,7877.3096,1.7797327,1552.7311,9040000.0,5822.0,565000.0,,141248.0,2.40032e-05,0.1,1.5430099 +7843.5,7877.277,1.1699295,1552.8483,9050000.0,5828.0,565625.0,,141376.0,2.37984e-05,0.1,1.3168825 +7911.9,7878.7437,1.3333095,1552.6992,9060000.0,5835.0,566250.0,,141536.0,2.35424e-05,0.1,1.4218664 +7901.7,7880.6714,1.3072628,1552.8163,9070000.0,5841.0,566875.0,,141696.0,2.32864e-05,0.1,1.2373567 +7875.5,7882.6226,0.55626166,1552.9331,9080000.0,5847.0,567500.0,,141856.0,2.30304e-05,0.1,1.5673299 +7865.6,7884.5005,0.27494797,1553.0497,9090000.0,5853.0,568125.0,,142016.0,2.27744e-05,0.1,1.5256498 +7899.7,7886.754,3.3123822,1553.166,9100000.0,5859.0,568750.0,,142176.0,2.25184e-05,0.1,1.3698039 +7922.1,7890.2773,2.4598184,1553.2822,9110000.0,5865.0,569375.0,,142336.0,2.22624e-05,0.1,1.4800236 +7963.9,7893.5557,2.6451576,1553.3981,9120000.0,5871.0,570000.0,,142496.0,2.20064e-05,0.1,1.2935814 +7968.0,7897.335,2.082494,1553.2494,9130000.0,5878.0,570625.0,,142656.0,2.17504e-05,0.1,1.3695967 +7930.3,7900.8936,1.9322357,1553.3651,9140000.0,5884.0,571250.0,,142784.0,2.15456e-05,0.1,1.3377011 +7976.2,7904.706,0.28795683,1553.2168,9150000.0,5891.0,571875.0,,142944.0,2.12896e-05,0.1,1.3963354 +7968.4,7907.839,0.66778624,1553.3322,9160000.0,5897.0,572500.0,,143104.0,2.10336e-05,0.1,1.6816175 +7950.6,7910.552,2.1127715,1553.1843,9170000.0,5904.0,573125.0,,143264.0,2.07776e-05,0.1,1.3468249 +7838.9,7912.0513,1.389488,1553.2994,9180000.0,5910.0,573750.0,,143424.0,2.05216e-05,0.1,1.7349256 +7779.3,7912.398,0.5517853,1553.4144,9190000.0,5916.0,574375.0,,143584.0,2.02656e-05,0.1,1.2767323 +7832.9,7913.5474,0.4200232,1553.267,9200000.0,5923.0,575000.0,,143744.0,2.00096e-05,0.1,1.5448815 +7883.2,7914.2476,1.9072179,1553.3817,9210000.0,5929.0,575625.0,,143904.0,1.97536e-05,0.1,0.9686362 +7882.6,7914.6265,0.6732173,1553.4962,9220000.0,5935.0,576250.0,,144032.0,1.95488e-05,0.1,1.2518795 +7899.5,7915.52,0.6149028,1553.8721,9230000.0,5940.0,576875.0,,144192.0,1.92928e-05,0.1,1.2028681 +7928.9,7916.906,1.1227368,1553.7246,9240000.0,5947.0,577500.0,,144352.0,1.90368e-05,0.1,1.3595632 +7927.4,7917.939,1.9551356,1553.8384,9250000.0,5953.0,578125.0,,144512.0,1.87808e-05,0.1,1.8339107 +7862.7,7918.1367,1.4937676,1553.6913,9260000.0,5960.0,578750.0,,144672.0,1.85248e-05,0.1,1.394453 +7958.0,7919.1323,1.1078166,1553.5446,9270000.0,5967.0,579375.0,,144832.0,1.82688e-05,0.1,1.2966273 +7954.6,7918.9316,2.1263185,1553.6581,9280000.0,5973.0,580000.0,,144992.0,1.80128e-05,0.1,1.269187 +7945.8,7918.561,1.331425,1553.7715,9290000.0,5979.0,580625.0,,145152.0,1.77568e-05,0.1,1.6336695 +7962.8,7918.045,1.1073762,1553.8848,9300000.0,5985.0,581250.0,,145312.0,1.75008e-05,0.1,1.106474 +8095.8,7919.2217,1.0841094,1553.9977,9310000.0,5991.0,581875.0,,145440.0,1.7296e-05,0.1,1.7468283 +8015.3,7919.3286,1.5635455,1553.8513,9320000.0,5998.0,582500.0,,145600.0,1.704e-05,0.1,1.1917653 +8045.6,7920.712,0.7608977,1553.964,9330000.0,6004.0,583125.0,,145760.0,1.6784e-05,0.1,1.5388507 +7939.9,7921.581,1.3806719,1554.3352,9340000.0,6009.0,583750.0,,145920.0,1.6528e-05,0.1,1.0694208 +7923.1,7922.8955,1.5555964,1554.1888,9350000.0,6016.0,584375.0,,146080.0,1.6272e-05,0.1,1.2530029 +7937.1,7924.0713,1.6395383,1554.5591,9360000.0,6021.0,585000.0,,146240.0,1.6016e-05,0.1,1.240096 +7861.8,7924.427,2.478004,1554.6707,9370000.0,6027.0,585625.0,,146400.0,1.576e-05,0.1,1.427649 +7913.1,7925.136,1.9509994,1554.782,9380000.0,6033.0,586250.0,,146560.0,1.5504e-05,0.1,1.3242651 +7839.1,7924.978,1.0346445,1555.1508,9390000.0,6038.0,586875.0,,146688.0,1.52992e-05,0.1,1.321403 +7891.8,7925.436,1.58031,1555.2615,9400000.0,6044.0,587500.0,,146848.0,1.50432e-05,0.1,1.2498308 +7867.2,7925.924,1.2450329,1555.372,9410000.0,6050.0,588125.0,,147008.0,1.47872e-05,0.1,1.4306229 +7757.7,7925.22,1.4737036,1555.739,9420000.0,6055.0,588750.0,,147168.0,1.45312e-05,0.1,1.3563126 +7697.6,7923.5005,1.7360735,1555.8489,9430000.0,6061.0,589375.0,,147328.0,1.42752e-05,0.1,1.4638135 +7780.1,7922.588,1.9988737,1555.9585,9440000.0,6067.0,590000.0,,147488.0,1.40192e-05,0.1,1.4492426 +7794.2,7921.84,1.930544,1556.0679,9450000.0,6073.0,590625.0,,147648.0,1.37632e-05,0.1,1.4914442 +7817.6,7920.8267,1.5674644,1556.177,9460000.0,6079.0,591250.0,,147808.0,1.35072e-05,0.1,1.262177 +7873.8,7919.0044,1.6639369,1556.0303,9470000.0,6086.0,591875.0,,147968.0,1.32512e-05,0.1,1.6009737 +7893.2,7917.7783,1.22018,1556.1392,9480000.0,6092.0,592500.0,,148096.0,1.30464e-05,0.1,0.9975197 +7774.5,7914.4727,1.296075,1556.2479,9490000.0,6098.0,593125.0,,148256.0,1.27904e-05,0.1,1.7837262 +7834.2,7912.2144,1.4919158,1556.3564,9500000.0,6104.0,593750.0,,148416.0,1.25344e-05,0.1,1.0904988 +7856.4,7910.1963,0.9262253,1556.4648,9510000.0,6110.0,594375.0,,148576.0,1.22784e-05,0.1,1.6243513 +7825.2,7908.3057,2.8223202,1556.5729,9520000.0,6116.0,595000.0,,148736.0,1.20224e-05,0.1,1.0826207 +7828.0,7905.7026,1.5427378,1556.6808,9530000.0,6122.0,595625.0,,148896.0,1.17664e-05,0.1,1.5192633 +7890.9,7904.6235,1.5377967,1556.7885,9540000.0,6128.0,596250.0,,149056.0,1.15104e-05,0.1,1.1457977 +7886.7,7903.7676,2.0532699,1557.1499,9550000.0,6133.0,596875.0,,149216.0,1.12544e-05,0.1,1.2269636 +7931.9,7903.725,1.9167384,1557.2568,9560000.0,6139.0,597500.0,,149344.0,1.10496e-05,0.1,1.3112593 +7861.4,7902.6333,0.6719806,1557.3638,9570000.0,6145.0,598125.0,,149504.0,1.07936e-05,0.1,1.4239688 +7853.5,7902.6606,0.9583758,1557.4703,9580000.0,6151.0,598750.0,,149664.0,1.05376e-05,0.1,1.2606937 +7926.7,7903.187,1.1764574,1557.5768,9590000.0,6157.0,599375.0,,149824.0,1.02816e-05,0.1,1.6288229 +7982.3,7903.7764,1.005659,1557.9358,9600000.0,6162.0,600000.0,,149984.0,1.00256e-05,0.1,1.1795822 +8038.7,7904.967,0.853548,1557.789,9610000.0,6169.0,600625.0,,150144.0,9.7696e-06,0.1,1.5204917 +8072.1,7906.0664,1.6822455,1558.1471,9620000.0,6174.0,601250.0,,150304.0,9.5136e-06,0.1,0.96650517 +8159.6,7907.4424,0.83754843,1558.2524,9630000.0,6180.0,601875.0,,150464.0,9.2576e-06,0.1,1.2752144 +8130.1,7908.215,0.53559124,1558.1057,9640000.0,6187.0,602500.0,,150624.0,9.0016e-06,0.1,0.95466995 +8018.9,7908.3857,1.6053703,1558.4625,9650000.0,6192.0,603125.0,,150752.0,8.7968e-06,0.1,1.0262225 +8117.1,7910.2495,1.0228631,1558.5673,9660000.0,6198.0,603750.0,,150912.0,8.5408e-06,0.1,1.6171396 +8120.6,7912.2104,1.6671213,1558.9231,9670000.0,6203.0,604375.0,,151072.0,8.2848e-06,0.1,1.2927568 +8258.1,7915.4517,1.4054537,1559.0272,9680000.0,6209.0,605000.0,,151232.0,8.0288e-06,0.1,1.4032993 +8244.7,7918.7305,0.7796838,1559.1311,9690000.0,6215.0,605625.0,,151392.0,7.7728e-06,0.1,1.2551377 +8227.9,7921.6045,1.5529959,1559.2349,9700000.0,6221.0,606250.0,,151552.0,7.5168e-06,0.1,1.4650567 +8266.6,7924.513,1.51767,1559.5889,9710000.0,6226.0,606875.0,,151712.0,7.2608e-06,0.1,1.3985054 +8234.9,7926.9917,1.5459621,1559.6919,9720000.0,6232.0,607500.0,,151872.0,7.0048e-06,0.1,1.3249654 +8187.0,7928.936,0.56228215,1560.0449,9730000.0,6237.0,608125.0,,152000.0,6.8e-06,0.1,1.2236309 +8138.1,7930.565,1.3071351,1560.1473,9740000.0,6243.0,608750.0,,152160.0,6.544e-06,0.1,1.2359208 +8146.8,7932.0,1.1570609,1560.2496,9750000.0,6249.0,609375.0,,152320.0,6.288e-06,0.1,1.3814645 +8137.6,7933.288,0.8272414,1560.6012,9760000.0,6254.0,610000.0,,152480.0,6.032e-06,0.1,1.2447717 +8212.2,7935.1724,0.84671396,1560.7029,9770000.0,6260.0,610625.0,,152640.0,5.776e-06,0.1,1.4114199 +8267.3,7937.823,0.97436506,1560.8043,9780000.0,6266.0,611250.0,,152800.0,5.52e-06,0.1,1.3399576 +8193.7,7939.47,1.08569,1561.1545,9790000.0,6271.0,611875.0,,152960.0,5.264e-06,0.1,1.2762184 +8190.4,7941.1367,2.6431034,1561.2554,9800000.0,6277.0,612500.0,,153120.0,5.008e-06,0.1,1.5520778 +8180.0,7942.717,1.0988814,1561.3561,9810000.0,6283.0,613125.0,,153280.0,4.752e-06,0.1,1.4196079 +8147.8,7943.8164,0.5523662,1561.7048,9820000.0,6288.0,613750.0,,153408.0,4.5472e-06,0.1,1.6176955 +8151.6,7945.2944,1.4450254,1562.0531,9830000.0,6293.0,614375.0,,153568.0,4.2912e-06,0.1,1.2538778 +8159.7,7947.11,1.9944854,1562.1527,9840000.0,6299.0,615000.0,,153728.0,4.0352e-06,0.1,1.2869167 +8144.2,7948.3433,1.7106303,1562.2522,9850000.0,6305.0,615625.0,,153888.0,3.7792e-06,0.1,0.9570685 +8066.9,7950.445,0.6749221,1562.599,9860000.0,6310.0,616250.0,,154048.0,3.5232e-06,0.1,1.2949986 +8058.0,7952.4,2.6106076,1562.6979,9870000.0,6316.0,616875.0,,154208.0,3.2672e-06,0.1,1.3301002 +7917.7,7953.069,0.7347971,1562.7966,9880000.0,6322.0,617500.0,,154368.0,3.0112e-06,0.1,1.652878 +7875.3,7953.575,1.1380802,1563.1421,9890000.0,6327.0,618125.0,,154528.0,2.7552e-06,0.1,1.4115927 +7846.4,7954.067,1.9681705,1563.2401,9900000.0,6333.0,618750.0,,154656.0,2.5504e-06,0.1,1.4485416 +7881.9,7955.037,1.7856526,1563.338,9910000.0,6339.0,619375.0,,154816.0,2.2944e-06,0.1,1.4960268 +7894.6,7955.32,1.4058043,1563.4358,9920000.0,6345.0,620000.0,,154976.0,2.0384e-06,0.1,1.2117453 +7816.8,7955.172,3.0571063,1563.5333,9930000.0,6351.0,620625.0,,155136.0,1.7824e-06,0.1,1.5033932 +7711.6,7953.591,1.141367,1563.8767,9940000.0,6356.0,621250.0,,155296.0,1.5264e-06,0.1,1.2067912 +7652.1,7951.576,1.0659416,1563.9736,9950000.0,6362.0,621875.0,,155456.0,1.2704e-06,0.1,1.2011721 +7572.4,7948.6094,1.1943911,1564.0703,9960000.0,6368.0,622500.0,,155616.0,1.0144e-06,0.1,1.1651905 +7613.7,7946.197,1.1719164,1564.4124,9970000.0,6373.0,623125.0,,155776.0,7.584e-07,0.1,1.3692676 +7653.5,7945.26,1.1671003,1564.5085,9980000.0,6379.0,623750.0,,155936.0,5.024e-07,0.1,1.3474066 +7754.4,7944.8936,1.1960477,1564.8496,9990000.0,6384.0,624375.0,,156064.0,2.976e-07,0.1,0.9019688 +7841.2,7945.201,1.9920872,1565.1902,10000000.0,6389.0,625000.0,,156224.0,4.16e-08,0.1,1.3724313 diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_eval.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..01fa0493a959c5e28e67397ecd3c1b5a3f5753de --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 7945.201171875, + "strength": 5487.46728515625, + "max_strength": 6608.69970703125, + "final_strength": 6182.60009765625, + "sample_efficiency": 3.358882736392843e-07, + "training_efficiency": 2.116863106493838e-05, + "stability": 0.996253252029419 + }, + "local": { + "mean_returns": [ + 58.33333206176758, + 1860.0, + 2821.25, + 2950.0, + 3066.45166015625, + 3073.611083984375, + 3178.9130859375, + 3149.230712890625, + 3151.896484375, + 3198.823486328125, + 3150.410888671875, + 3145.48779296875, + 3151.976806640625, + 3180.842041015625, + 3235.0, + 3256.39990234375, + 3220.800048828125, + 3262.39990234375, + 3274.300048828125, + 3287.0, + 3354.5, + 3391.10009765625, + 3425.800048828125, + 3460.800048828125, + 3460.5, + 3470.89990234375, + 3472.199951171875, + 3508.39990234375, + 3526.699951171875, + 3547.5, + 3576.800048828125, + 3656.699951171875, + 3648.0, + 3643.800048828125, + 3643.199951171875, + 3701.89990234375, + 3771.5, + 3902.800048828125, + 3987.699951171875, + 4001.89990234375, + 4088.300048828125, + 4172.2001953125, + 4242.39990234375, + 4231.60009765625, + 4178.89990234375, + 4231.2001953125, + 4257.2998046875, + 4319.60009765625, + 4358.7001953125, + 4302.39990234375, + 4270.0, + 4416.7998046875, + 4502.60009765625, + 4555.7998046875, + 4566.60009765625, + 4679.7001953125, + 4696.5, + 4834.2001953125, + 5002.60009765625, + 5028.60009765625, + 5114.89990234375, + 5128.7001953125, + 5241.39990234375, + 5314.7998046875, + 5455.0, + 5493.89990234375, + 5526.39990234375, + 5486.10009765625, + 5548.89990234375, + 5575.2998046875, + 5633.2998046875, + 5607.2001953125, + 5550.0, + 5614.60009765625, + 5667.10009765625, + 5685.0, + 5718.2998046875, + 5770.89990234375, + 5760.10009765625, + 5720.2998046875, + 5693.2998046875, + 5690.10009765625, + 5816.5, + 5898.2998046875, + 5951.60009765625, + 6061.89990234375, + 6056.60009765625, + 6162.7001953125, + 6141.89990234375, + 6182.2001953125, + 6139.10009765625, + 6122.60009765625, + 6082.2001953125, + 6074.7998046875, + 6053.0, + 6057.10009765625, + 6031.7998046875, + 5948.60009765625, + 5907.7001953125, + 5890.7001953125, + 5916.5, + 5869.39990234375, + 5855.2001953125, + 5921.60009765625, + 5926.7001953125, + 5872.7001953125, + 5888.89990234375, + 5946.7998046875, + 5905.5, + 5894.60009765625, + 5866.2998046875, + 5929.39990234375, + 5930.7001953125, + 5887.2001953125, + 5931.0, + 5964.39990234375, + 5954.0, + 5914.39990234375, + 5966.2998046875, + 6017.7001953125, + 6017.10009765625, + 6027.60009765625, + 6064.0, + 6117.10009765625, + 6158.5, + 6111.89990234375, + 6112.7001953125, + 6094.7001953125, + 6086.0, + 6069.7998046875, + 6103.7998046875, + 6154.5, + 6024.39990234375, + 6125.0, + 6116.39990234375, + 6122.0, + 6154.2998046875, + 6122.7998046875, + 6175.10009765625, + 6192.7998046875, + 6224.2998046875, + 6210.39990234375, + 6213.2998046875, + 6247.7001953125, + 6306.89990234375, + 6418.2001953125, + 6365.60009765625, + 6449.0, + 6377.0, + 6465.7998046875, + 6524.39990234375, + 6573.39990234375, + 6567.7998046875, + 6586.5, + 6552.7998046875, + 6584.89990234375, + 6589.39990234375, + 6550.60009765625, + 6409.5, + 6442.89990234375, + 6377.2998046875, + 6418.7998046875, + 6292.7001953125, + 6267.89990234375, + 6229.60009765625, + 6247.5, + 6292.60009765625, + 6292.7998046875, + 6236.2001953125, + 6272.39990234375, + 6325.60009765625, + 6485.0, + 6574.2998046875, + 6643.5, + 6685.60009765625, + 6747.7001953125, + 6805.10009765625, + 6846.5, + 6881.2998046875, + 6905.7998046875, + 6879.89990234375, + 6878.5, + 6905.60009765625, + 6839.7998046875, + 6739.7998046875, + 6701.0, + 6629.60009765625, + 6547.60009765625, + 6529.10009765625, + 6485.39990234375, + 6497.2998046875, + 6534.7001953125, + 6513.0, + 6607.10009765625, + 6593.2001953125, + 6672.0, + 6654.5, + 6618.2001953125, + 6614.2001953125, + 6666.5, + 6691.0, + 6741.5, + 6864.0, + 6894.7001953125, + 6956.2998046875, + 6974.5, + 7004.2001953125, + 6988.2998046875, + 6858.39990234375, + 6841.10009765625, + 6887.7001953125, + 6946.5, + 6940.60009765625, + 6855.60009765625, + 6815.5, + 6780.0, + 6756.7001953125, + 6694.89990234375, + 6614.39990234375, + 6593.39990234375, + 6676.5, + 6786.2001953125, + 6868.2998046875, + 6837.39990234375, + 6893.2001953125, + 6954.7998046875, + 6974.2998046875, + 7036.7998046875, + 6921.2998046875, + 6894.5, + 6906.60009765625, + 6960.2001953125, + 6915.39990234375, + 6930.89990234375, + 6918.0, + 6904.2998046875, + 6873.7998046875, + 6879.2998046875, + 6826.7001953125, + 6927.0, + 6883.5, + 6928.7998046875, + 7061.0, + 7022.0, + 6980.2998046875, + 7028.0, + 7020.0, + 6930.60009765625, + 6957.7001953125, + 7032.39990234375, + 6986.2001953125, + 6913.7998046875, + 6902.7998046875, + 6822.39990234375, + 6857.10009765625, + 6837.39990234375, + 6845.10009765625, + 6842.0, + 6826.7001953125, + 6827.2998046875, + 6795.10009765625, + 6792.10009765625, + 6924.2001953125, + 6919.2998046875, + 7019.5, + 7133.2001953125, + 7201.5, + 7200.60009765625, + 7172.0, + 7221.39990234375, + 7213.5, + 7195.7001953125, + 7143.7998046875, + 7149.2998046875, + 7160.60009765625, + 7114.89990234375, + 7025.89990234375, + 6986.7001953125, + 7037.2001953125, + 6927.7001953125, + 6927.2001953125, + 7000.5, + 6953.5, + 7023.10009765625, + 7045.0, + 7149.5, + 7306.2001953125, + 7377.7998046875, + 7370.5, + 7368.2001953125, + 7349.7998046875, + 7405.2998046875, + 7315.39990234375, + 7403.39990234375, + 7328.2998046875, + 7322.2001953125, + 7227.60009765625, + 7252.39990234375, + 7194.7998046875, + 7172.5, + 7131.39990234375, + 7111.2001953125, + 7100.5, + 7105.39990234375, + 7055.89990234375, + 7014.7001953125, + 7055.7998046875, + 7123.7001953125, + 7169.89990234375, + 7154.7998046875, + 7236.2001953125, + 7229.7001953125, + 7233.39990234375, + 7267.7998046875, + 7243.89990234375, + 7264.39990234375, + 7334.2001953125, + 7372.89990234375, + 7483.10009765625, + 7551.5, + 7520.2998046875, + 7559.7998046875, + 7611.7001953125, + 7565.2998046875, + 7536.7998046875, + 7528.39990234375, + 7528.60009765625, + 7542.0, + 7531.2001953125, + 7541.89990234375, + 7479.89990234375, + 7342.7001953125, + 7343.2998046875, + 7244.0, + 7169.60009765625, + 7166.2001953125, + 7173.7998046875, + 7248.7998046875, + 7255.7001953125, + 7227.2001953125, + 7266.0, + 7325.60009765625, + 7230.5, + 7249.2998046875, + 7369.89990234375, + 7375.7001953125, + 7411.2998046875, + 7433.60009765625, + 7417.89990234375, + 7421.10009765625, + 7342.7001953125, + 7336.60009765625, + 7373.60009765625, + 7312.7001953125, + 7376.7998046875, + 7385.89990234375, + 7364.10009765625, + 7243.2998046875, + 7191.10009765625, + 7259.10009765625, + 7260.2001953125, + 7300.2998046875, + 7240.2998046875, + 7196.7998046875, + 7198.89990234375, + 7250.60009765625, + 7344.60009765625, + 7256.39990234375, + 7214.2001953125, + 7359.60009765625, + 7398.7998046875, + 7416.7001953125, + 7415.2001953125, + 7373.89990234375, + 7397.60009765625, + 7384.7001953125, + 7483.0, + 7611.2001953125, + 7631.7001953125, + 7590.60009765625, + 7580.5, + 7614.7998046875, + 7642.7001953125, + 7629.10009765625, + 7613.2001953125, + 7566.2001953125, + 7450.7998046875, + 7479.89990234375, + 7473.5, + 7306.2001953125, + 7209.0, + 7252.89990234375, + 7205.2998046875, + 7210.10009765625, + 7271.5, + 7293.0, + 7263.2001953125, + 7269.5, + 7292.60009765625, + 7404.0, + 7304.2998046875, + 7230.60009765625, + 7270.5, + 7322.7998046875, + 7244.60009765625, + 7218.5, + 7206.2001953125, + 7071.0, + 7074.7998046875, + 7111.0, + 7137.0, + 7147.89990234375, + 7122.60009765625, + 7208.5, + 7259.2998046875, + 7369.60009765625, + 7277.5, + 7293.39990234375, + 7371.10009765625, + 7428.10009765625, + 7462.7998046875, + 7548.2001953125, + 7490.10009765625, + 7426.39990234375, + 7427.89990234375, + 7507.39990234375, + 7440.7001953125, + 7481.5, + 7421.89990234375, + 7491.5, + 7578.60009765625, + 7586.7001953125, + 7568.60009765625, + 7516.60009765625, + 7544.89990234375, + 7518.0, + 7583.5, + 7551.10009765625, + 7386.39990234375, + 7437.89990234375, + 7394.89990234375, + 7454.39990234375, + 7518.2001953125, + 7563.10009765625, + 7563.60009765625, + 7461.39990234375, + 7347.5, + 7400.7001953125, + 7338.7001953125, + 7349.60009765625, + 7304.39990234375, + 7367.89990234375, + 7483.0, + 7480.0, + 7411.10009765625, + 7433.60009765625, + 7329.2998046875, + 7296.10009765625, + 7412.60009765625, + 7523.7001953125, + 7448.60009765625, + 7418.10009765625, + 7468.7001953125, + 7520.5, + 7546.89990234375, + 7406.5, + 7442.5, + 7483.60009765625, + 7553.2001953125, + 7457.2001953125, + 7427.7998046875, + 7286.7998046875, + 7288.7998046875, + 7275.7998046875, + 7263.89990234375, + 7232.39990234375, + 7195.39990234375, + 7186.7001953125, + 7321.2998046875, + 7232.10009765625, + 7256.7001953125, + 7224.7001953125, + 7285.0, + 7327.5, + 7452.39990234375, + 7502.10009765625, + 7538.60009765625, + 7516.10009765625, + 7541.7001953125, + 7607.60009765625, + 7645.10009765625, + 7623.2001953125, + 7596.60009765625, + 7580.60009765625, + 7571.2001953125, + 7511.7998046875, + 7538.39990234375, + 7438.7998046875, + 7381.2001953125, + 7422.7998046875, + 7579.2001953125, + 7563.60009765625, + 7510.0, + 7448.2001953125, + 7481.5, + 7479.2001953125, + 7567.0, + 7652.10009765625, + 7706.7998046875, + 7678.7001953125, + 7645.60009765625, + 7625.7998046875, + 7605.2001953125, + 7470.0, + 7489.2998046875, + 7462.2998046875, + 7537.2998046875, + 7631.0, + 7617.39990234375, + 7657.2001953125, + 7602.7998046875, + 7564.89990234375, + 7625.60009765625, + 7726.60009765625, + 7782.89990234375, + 7837.10009765625, + 7829.7998046875, + 7903.39990234375, + 7833.89990234375, + 7803.5, + 7683.10009765625, + 7612.5, + 7607.2998046875, + 7624.39990234375, + 7624.7998046875, + 7589.2998046875, + 7586.10009765625, + 7452.2001953125, + 7459.89990234375, + 7527.2001953125, + 7490.2998046875, + 7547.10009765625, + 7392.0, + 7482.0, + 7582.7998046875, + 7560.7998046875, + 7487.89990234375, + 7405.10009765625, + 7432.7001953125, + 7447.89990234375, + 7525.2001953125, + 7605.7001953125, + 7586.7001953125, + 7651.2001953125, + 7643.39990234375, + 7710.89990234375, + 7773.7998046875, + 7632.10009765625, + 7586.60009765625, + 7579.5, + 7579.60009765625, + 7642.89990234375, + 7645.0, + 7561.10009765625, + 7599.7998046875, + 7577.2001953125, + 7537.7001953125, + 7510.89990234375, + 7577.89990234375, + 7572.2001953125, + 7672.0, + 7729.2998046875, + 7794.2001953125, + 7819.0, + 7696.7998046875, + 7686.2998046875, + 7602.7998046875, + 7665.60009765625, + 7594.2001953125, + 7598.7998046875, + 7615.39990234375, + 7671.7998046875, + 7658.0, + 7567.2001953125, + 7520.2001953125, + 7556.10009765625, + 7590.60009765625, + 7640.2001953125, + 7814.7001953125, + 7788.60009765625, + 7753.0, + 7786.5, + 7821.7998046875, + 7781.89990234375, + 7774.0, + 7768.0, + 7777.10009765625, + 7857.7001953125, + 7888.2001953125, + 7918.5, + 7855.7998046875, + 7849.7998046875, + 7850.10009765625, + 7880.0, + 7914.7998046875, + 7915.7998046875, + 7915.2998046875, + 7875.5, + 7815.2998046875, + 7829.7998046875, + 7739.7001953125, + 7759.2001953125, + 7779.0, + 7725.7998046875, + 7639.60009765625, + 7583.39990234375, + 7538.89990234375, + 7429.7998046875, + 7387.10009765625, + 7362.39990234375, + 7370.89990234375, + 7414.5, + 7313.0, + 7331.5, + 7226.7001953125, + 7184.2998046875, + 7223.89990234375, + 7213.0, + 7269.89990234375, + 7321.2998046875, + 7362.0, + 7369.2001953125, + 7422.7998046875, + 7442.7001953125, + 7433.89990234375, + 7452.5, + 7554.0, + 7671.89990234375, + 7742.2998046875, + 7766.2001953125, + 7727.5, + 7818.5, + 7820.10009765625, + 7727.89990234375, + 7859.7998046875, + 7849.89990234375, + 7841.89990234375, + 7865.7001953125, + 7928.89990234375, + 7950.0, + 7938.5, + 7899.7001953125, + 7794.10009765625, + 7798.89990234375, + 7857.7001953125, + 7868.0, + 7862.10009765625, + 7873.5, + 7796.39990234375, + 7716.2998046875, + 7676.39990234375, + 7650.89990234375, + 7618.7998046875, + 7564.2998046875, + 7631.2001953125, + 7594.39990234375, + 7672.7998046875, + 7642.89990234375, + 7604.0, + 7636.5, + 7591.10009765625, + 7644.5, + 7728.0, + 7734.2998046875, + 7774.39990234375, + 7726.89990234375, + 7666.5, + 7647.7998046875, + 7716.60009765625, + 7704.2998046875, + 7706.7001953125, + 7605.2998046875, + 7660.2001953125, + 7657.7998046875, + 7480.10009765625, + 7472.5, + 7501.5, + 7499.60009765625, + 7536.2001953125, + 7507.10009765625, + 7571.10009765625, + 7654.7998046875, + 7662.0, + 7720.0, + 7774.0, + 7864.89990234375, + 7870.10009765625, + 7843.7001953125, + 7983.2001953125, + 7946.7001953125, + 8025.89990234375, + 8029.7998046875, + 8153.39990234375, + 8185.0, + 8132.10009765625, + 8116.7998046875, + 7945.60009765625, + 7953.7998046875, + 7904.2998046875, + 7881.10009765625, + 7840.7998046875, + 7879.2001953125, + 7804.7998046875, + 7813.60009765625, + 7799.10009765625, + 7770.7001953125, + 7766.0, + 7758.7001953125, + 7754.10009765625, + 7759.7001953125, + 7623.10009765625, + 7571.0, + 7528.39990234375, + 7567.39990234375, + 7606.60009765625, + 7664.2001953125, + 7681.7998046875, + 7648.2998046875, + 7687.2998046875, + 7641.89990234375, + 7659.10009765625, + 7671.60009765625, + 7717.7001953125, + 7779.7998046875, + 7853.7001953125, + 7772.39990234375, + 7775.2001953125, + 7673.0, + 7727.89990234375, + 7727.7998046875, + 7703.2001953125, + 7702.7998046875, + 7703.2001953125, + 7649.39990234375, + 7757.60009765625, + 7741.0, + 7661.10009765625, + 7717.10009765625, + 7830.7001953125, + 7856.2998046875, + 7857.60009765625, + 7899.39990234375, + 7868.89990234375, + 7804.60009765625, + 7814.5, + 7849.7998046875, + 7913.39990234375, + 7941.2998046875, + 7960.7001953125, + 8020.2998046875, + 8052.39990234375, + 8035.5, + 8010.7001953125, + 8007.39990234375, + 8009.5, + 7998.89990234375, + 8090.89990234375, + 7954.2998046875, + 8002.2998046875, + 7935.89990234375, + 7892.7001953125, + 7709.89990234375, + 7746.60009765625, + 7687.5, + 7591.5, + 7541.0, + 7540.10009765625, + 7517.0, + 7459.7001953125, + 7424.89990234375, + 7546.2998046875, + 7520.10009765625, + 7528.0, + 7598.10009765625, + 7609.7001953125, + 7548.60009765625, + 7487.10009765625, + 7556.39990234375, + 7594.39990234375, + 7627.2998046875, + 7691.39990234375, + 7738.7998046875, + 7834.7998046875, + 7877.7001953125, + 7889.7001953125, + 7825.5, + 7805.10009765625, + 7842.2001953125, + 7830.7998046875, + 7940.39990234375, + 7921.89990234375, + 7961.7001953125, + 7887.5, + 7882.7998046875, + 7846.7001953125, + 7765.2001953125, + 7708.89990234375, + 7680.39990234375, + 7677.7998046875, + 7674.39990234375, + 7569.7998046875, + 7636.0, + 7590.10009765625, + 7574.39990234375, + 7595.0, + 7655.10009765625, + 7679.2998046875, + 7688.89990234375, + 7744.7001953125, + 7717.89990234375, + 7813.2001953125, + 7844.7998046875, + 7810.10009765625, + 7790.2998046875, + 7824.10009765625, + 7842.89990234375, + 7858.39990234375, + 7974.7001953125, + 7982.89990234375, + 8014.5, + 7978.10009765625, + 8004.60009765625, + 7907.2998046875, + 7852.89990234375, + 7791.7001953125, + 7819.5, + 7826.2001953125, + 7842.2001953125, + 7854.89990234375, + 7846.0, + 7818.39990234375, + 7828.10009765625, + 7869.5, + 7871.39990234375, + 7869.0, + 7919.0, + 8056.0, + 8015.7998046875, + 8105.10009765625, + 8060.0, + 8058.10009765625, + 8014.2998046875, + 8088.2998046875, + 7998.7998046875, + 7972.2998046875, + 7936.2001953125, + 7970.5, + 7850.7998046875, + 7874.10009765625, + 7923.39990234375, + 7919.60009765625, + 7962.2001953125, + 8022.0, + 8052.89990234375, + 8001.7998046875, + 7930.7001953125, + 7924.5, + 7934.0, + 7916.7998046875, + 7940.5, + 7975.7001953125, + 7987.0, + 7992.5, + 7975.2998046875, + 8003.2998046875, + 8008.89990234375, + 8023.7001953125, + 8002.2001953125, + 8029.0, + 8023.7001953125, + 8022.0, + 8037.89990234375, + 8003.7998046875, + 7978.2001953125, + 8020.7998046875, + 7856.7001953125, + 7862.5, + 7850.7998046875, + 7824.7001953125, + 7797.2001953125, + 7784.89990234375, + 7866.2998046875, + 7831.60009765625, + 7869.7998046875, + 7853.60009765625, + 7869.0, + 7854.89990234375, + 7747.2001953125, + 7791.0, + 7810.39990234375, + 7816.10009765625, + 7758.5, + 7763.2998046875, + 7850.39990234375, + 7843.5, + 7911.89990234375, + 7901.7001953125, + 7875.5, + 7865.60009765625, + 7899.7001953125, + 7922.10009765625, + 7963.89990234375, + 7968.0, + 7930.2998046875, + 7976.2001953125, + 7968.39990234375, + 7950.60009765625, + 7838.89990234375, + 7779.2998046875, + 7832.89990234375, + 7883.2001953125, + 7882.60009765625, + 7899.5, + 7928.89990234375, + 7927.39990234375, + 7862.7001953125, + 7958.0, + 7954.60009765625, + 7945.7998046875, + 7962.7998046875, + 8095.7998046875, + 8015.2998046875, + 8045.60009765625, + 7939.89990234375, + 7923.10009765625, + 7937.10009765625, + 7861.7998046875, + 7913.10009765625, + 7839.10009765625, + 7891.7998046875, + 7867.2001953125, + 7757.7001953125, + 7697.60009765625, + 7780.10009765625, + 7794.2001953125, + 7817.60009765625, + 7873.7998046875, + 7893.2001953125, + 7774.5, + 7834.2001953125, + 7856.39990234375, + 7825.2001953125, + 7828.0, + 7890.89990234375, + 7886.7001953125, + 7931.89990234375, + 7861.39990234375, + 7853.5, + 7926.7001953125, + 7982.2998046875, + 8038.7001953125, + 8072.10009765625, + 8159.60009765625, + 8130.10009765625, + 8018.89990234375, + 8117.10009765625, + 8120.60009765625, + 8258.099609375, + 8244.7001953125, + 8227.900390625, + 8266.599609375, + 8234.900390625, + 8187.0, + 8138.10009765625, + 8146.7998046875, + 8137.60009765625, + 8212.2001953125, + 8267.2998046875, + 8193.7001953125, + 8190.39990234375, + 8180.0, + 8147.7998046875, + 8151.60009765625, + 8159.7001953125, + 8144.2001953125, + 8066.89990234375, + 8058.0, + 7917.7001953125, + 7875.2998046875, + 7846.39990234375, + 7881.89990234375, + 7894.60009765625, + 7816.7998046875, + 7711.60009765625, + 7652.10009765625, + 7572.39990234375, + 7613.7001953125, + 7653.5, + 7754.39990234375, + 7841.2001953125 + ], + "strengths": [ + -1600.2666015625, + 201.4000244140625, + 1162.6500244140625, + 1291.4000244140625, + 1407.8516845703125, + 1415.0111083984375, + 1520.3131103515625, + 1490.6307373046875, + 1493.2965087890625, + 1540.2235107421875, + 1491.8109130859375, + 1486.8878173828125, + 1493.3768310546875, + 1522.2420654296875, + 1576.4000244140625, + 1597.7999267578125, + 1562.2000732421875, + 1603.7999267578125, + 1615.7000732421875, + 1628.4000244140625, + 1695.9000244140625, + 1732.5001220703125, + 1767.2000732421875, + 1802.2000732421875, + 1801.9000244140625, + 1812.2999267578125, + 1813.5999755859375, + 1849.7999267578125, + 1868.0999755859375, + 1888.9000244140625, + 1918.2000732421875, + 1998.0999755859375, + 1989.4000244140625, + 1985.2000732421875, + 1984.5999755859375, + 2043.2999267578125, + 2112.89990234375, + 2244.2001953125, + 2329.10009765625, + 2343.2998046875, + 2429.7001953125, + 2513.60009765625, + 2583.7998046875, + 2573.0, + 2520.2998046875, + 2572.60009765625, + 2598.69970703125, + 2661.0, + 2700.10009765625, + 2643.7998046875, + 2611.39990234375, + 2758.19970703125, + 2844.0, + 2897.19970703125, + 2908.0, + 3021.10009765625, + 3037.89990234375, + 3175.60009765625, + 3344.0, + 3370.0, + 3456.2998046875, + 3470.10009765625, + 3582.7998046875, + 3656.19970703125, + 3796.39990234375, + 3835.2998046875, + 3867.7998046875, + 3827.5, + 3890.2998046875, + 3916.69970703125, + 3974.69970703125, + 3948.60009765625, + 3891.39990234375, + 3956.0, + 4008.5, + 4026.39990234375, + 4059.69970703125, + 4112.2998046875, + 4101.5, + 4061.69970703125, + 4034.69970703125, + 4031.5, + 4157.89990234375, + 4239.69970703125, + 4293.0, + 4403.2998046875, + 4398.0, + 4504.10009765625, + 4483.2998046875, + 4523.60009765625, + 4480.5, + 4464.0, + 4423.60009765625, + 4416.19970703125, + 4394.39990234375, + 4398.5, + 4373.19970703125, + 4290.0, + 4249.10009765625, + 4232.10009765625, + 4257.89990234375, + 4210.7998046875, + 4196.60009765625, + 4263.0, + 4268.10009765625, + 4214.10009765625, + 4230.2998046875, + 4288.19970703125, + 4246.89990234375, + 4236.0, + 4207.69970703125, + 4270.7998046875, + 4272.10009765625, + 4228.60009765625, + 4272.39990234375, + 4305.7998046875, + 4295.39990234375, + 4255.7998046875, + 4307.69970703125, + 4359.10009765625, + 4358.5, + 4369.0, + 4405.39990234375, + 4458.5, + 4499.89990234375, + 4453.2998046875, + 4454.10009765625, + 4436.10009765625, + 4427.39990234375, + 4411.19970703125, + 4445.19970703125, + 4495.89990234375, + 4365.7998046875, + 4466.39990234375, + 4457.7998046875, + 4463.39990234375, + 4495.69970703125, + 4464.19970703125, + 4516.5, + 4534.19970703125, + 4565.69970703125, + 4551.7998046875, + 4554.69970703125, + 4589.10009765625, + 4648.2998046875, + 4759.60009765625, + 4707.0, + 4790.39990234375, + 4718.39990234375, + 4807.19970703125, + 4865.7998046875, + 4914.7998046875, + 4909.19970703125, + 4927.89990234375, + 4894.19970703125, + 4926.2998046875, + 4930.7998046875, + 4892.0, + 4750.89990234375, + 4784.2998046875, + 4718.69970703125, + 4760.19970703125, + 4634.10009765625, + 4609.2998046875, + 4571.0, + 4588.89990234375, + 4634.0, + 4634.19970703125, + 4577.60009765625, + 4613.7998046875, + 4667.0, + 4826.39990234375, + 4915.69970703125, + 4984.89990234375, + 5027.0, + 5089.10009765625, + 5146.5, + 5187.89990234375, + 5222.69970703125, + 5247.19970703125, + 5221.2998046875, + 5219.89990234375, + 5247.0, + 5181.19970703125, + 5081.19970703125, + 5042.39990234375, + 4971.0, + 4889.0, + 4870.5, + 4826.7998046875, + 4838.69970703125, + 4876.10009765625, + 4854.39990234375, + 4948.5, + 4934.60009765625, + 5013.39990234375, + 4995.89990234375, + 4959.60009765625, + 4955.60009765625, + 5007.89990234375, + 5032.39990234375, + 5082.89990234375, + 5205.39990234375, + 5236.10009765625, + 5297.69970703125, + 5315.89990234375, + 5345.60009765625, + 5329.69970703125, + 5199.7998046875, + 5182.5, + 5229.10009765625, + 5287.89990234375, + 5282.0, + 5197.0, + 5156.89990234375, + 5121.39990234375, + 5098.10009765625, + 5036.2998046875, + 4955.7998046875, + 4934.7998046875, + 5017.89990234375, + 5127.60009765625, + 5209.69970703125, + 5178.7998046875, + 5234.60009765625, + 5296.19970703125, + 5315.69970703125, + 5378.19970703125, + 5262.69970703125, + 5235.89990234375, + 5248.0, + 5301.60009765625, + 5256.7998046875, + 5272.2998046875, + 5259.39990234375, + 5245.69970703125, + 5215.19970703125, + 5220.69970703125, + 5168.10009765625, + 5268.39990234375, + 5224.89990234375, + 5270.19970703125, + 5402.39990234375, + 5363.39990234375, + 5321.69970703125, + 5369.39990234375, + 5361.39990234375, + 5272.0, + 5299.10009765625, + 5373.7998046875, + 5327.60009765625, + 5255.19970703125, + 5244.19970703125, + 5163.7998046875, + 5198.5, + 5178.7998046875, + 5186.5, + 5183.39990234375, + 5168.10009765625, + 5168.69970703125, + 5136.5, + 5133.5, + 5265.60009765625, + 5260.69970703125, + 5360.89990234375, + 5474.60009765625, + 5542.89990234375, + 5542.0, + 5513.39990234375, + 5562.7998046875, + 5554.89990234375, + 5537.10009765625, + 5485.19970703125, + 5490.69970703125, + 5502.0, + 5456.2998046875, + 5367.2998046875, + 5328.10009765625, + 5378.60009765625, + 5269.10009765625, + 5268.60009765625, + 5341.89990234375, + 5294.89990234375, + 5364.5, + 5386.39990234375, + 5490.89990234375, + 5647.60009765625, + 5719.19970703125, + 5711.89990234375, + 5709.60009765625, + 5691.19970703125, + 5746.69970703125, + 5656.7998046875, + 5744.7998046875, + 5669.69970703125, + 5663.60009765625, + 5569.0, + 5593.7998046875, + 5536.19970703125, + 5513.89990234375, + 5472.7998046875, + 5452.60009765625, + 5441.89990234375, + 5446.7998046875, + 5397.2998046875, + 5356.10009765625, + 5397.19970703125, + 5465.10009765625, + 5511.2998046875, + 5496.19970703125, + 5577.60009765625, + 5571.10009765625, + 5574.7998046875, + 5609.19970703125, + 5585.2998046875, + 5605.7998046875, + 5675.60009765625, + 5714.2998046875, + 5824.5, + 5892.89990234375, + 5861.69970703125, + 5901.19970703125, + 5953.10009765625, + 5906.69970703125, + 5878.19970703125, + 5869.7998046875, + 5870.0, + 5883.39990234375, + 5872.60009765625, + 5883.2998046875, + 5821.2998046875, + 5684.10009765625, + 5684.69970703125, + 5585.39990234375, + 5511.0, + 5507.60009765625, + 5515.19970703125, + 5590.19970703125, + 5597.10009765625, + 5568.60009765625, + 5607.39990234375, + 5667.0, + 5571.89990234375, + 5590.69970703125, + 5711.2998046875, + 5717.10009765625, + 5752.69970703125, + 5775.0, + 5759.2998046875, + 5762.5, + 5684.10009765625, + 5678.0, + 5715.0, + 5654.10009765625, + 5718.19970703125, + 5727.2998046875, + 5705.5, + 5584.69970703125, + 5532.5, + 5600.5, + 5601.60009765625, + 5641.69970703125, + 5581.69970703125, + 5538.19970703125, + 5540.2998046875, + 5592.0, + 5686.0, + 5597.7998046875, + 5555.60009765625, + 5701.0, + 5740.19970703125, + 5758.10009765625, + 5756.60009765625, + 5715.2998046875, + 5739.0, + 5726.10009765625, + 5824.39990234375, + 5952.60009765625, + 5973.10009765625, + 5932.0, + 5921.89990234375, + 5956.19970703125, + 5984.10009765625, + 5970.5, + 5954.60009765625, + 5907.60009765625, + 5792.19970703125, + 5821.2998046875, + 5814.89990234375, + 5647.60009765625, + 5550.39990234375, + 5594.2998046875, + 5546.69970703125, + 5551.5, + 5612.89990234375, + 5634.39990234375, + 5604.60009765625, + 5610.89990234375, + 5634.0, + 5745.39990234375, + 5645.69970703125, + 5572.0, + 5611.89990234375, + 5664.19970703125, + 5586.0, + 5559.89990234375, + 5547.60009765625, + 5412.39990234375, + 5416.19970703125, + 5452.39990234375, + 5478.39990234375, + 5489.2998046875, + 5464.0, + 5549.89990234375, + 5600.69970703125, + 5711.0, + 5618.89990234375, + 5634.7998046875, + 5712.5, + 5769.5, + 5804.19970703125, + 5889.60009765625, + 5831.5, + 5767.7998046875, + 5769.2998046875, + 5848.7998046875, + 5782.10009765625, + 5822.89990234375, + 5763.2998046875, + 5832.89990234375, + 5920.0, + 5928.10009765625, + 5910.0, + 5858.0, + 5886.2998046875, + 5859.39990234375, + 5924.89990234375, + 5892.5, + 5727.7998046875, + 5779.2998046875, + 5736.2998046875, + 5795.7998046875, + 5859.60009765625, + 5904.5, + 5905.0, + 5802.7998046875, + 5688.89990234375, + 5742.10009765625, + 5680.10009765625, + 5691.0, + 5645.7998046875, + 5709.2998046875, + 5824.39990234375, + 5821.39990234375, + 5752.5, + 5775.0, + 5670.69970703125, + 5637.5, + 5754.0, + 5865.10009765625, + 5790.0, + 5759.5, + 5810.10009765625, + 5861.89990234375, + 5888.2998046875, + 5747.89990234375, + 5783.89990234375, + 5825.0, + 5894.60009765625, + 5798.60009765625, + 5769.19970703125, + 5628.19970703125, + 5630.19970703125, + 5617.19970703125, + 5605.2998046875, + 5573.7998046875, + 5536.7998046875, + 5528.10009765625, + 5662.69970703125, + 5573.5, + 5598.10009765625, + 5566.10009765625, + 5626.39990234375, + 5668.89990234375, + 5793.7998046875, + 5843.5, + 5880.0, + 5857.5, + 5883.10009765625, + 5949.0, + 5986.5, + 5964.60009765625, + 5938.0, + 5922.0, + 5912.60009765625, + 5853.19970703125, + 5879.7998046875, + 5780.19970703125, + 5722.60009765625, + 5764.19970703125, + 5920.60009765625, + 5905.0, + 5851.39990234375, + 5789.60009765625, + 5822.89990234375, + 5820.60009765625, + 5908.39990234375, + 5993.5, + 6048.19970703125, + 6020.10009765625, + 5987.0, + 5967.19970703125, + 5946.60009765625, + 5811.39990234375, + 5830.69970703125, + 5803.69970703125, + 5878.69970703125, + 5972.39990234375, + 5958.7998046875, + 5998.60009765625, + 5944.19970703125, + 5906.2998046875, + 5967.0, + 6068.0, + 6124.2998046875, + 6178.5, + 6171.19970703125, + 6244.7998046875, + 6175.2998046875, + 6144.89990234375, + 6024.5, + 5953.89990234375, + 5948.69970703125, + 5965.7998046875, + 5966.19970703125, + 5930.69970703125, + 5927.5, + 5793.60009765625, + 5801.2998046875, + 5868.60009765625, + 5831.69970703125, + 5888.5, + 5733.39990234375, + 5823.39990234375, + 5924.19970703125, + 5902.19970703125, + 5829.2998046875, + 5746.5, + 5774.10009765625, + 5789.2998046875, + 5866.60009765625, + 5947.10009765625, + 5928.10009765625, + 5992.60009765625, + 5984.7998046875, + 6052.2998046875, + 6115.19970703125, + 5973.5, + 5928.0, + 5920.89990234375, + 5921.0, + 5984.2998046875, + 5986.39990234375, + 5902.5, + 5941.19970703125, + 5918.60009765625, + 5879.10009765625, + 5852.2998046875, + 5919.2998046875, + 5913.60009765625, + 6013.39990234375, + 6070.69970703125, + 6135.60009765625, + 6160.39990234375, + 6038.19970703125, + 6027.69970703125, + 5944.19970703125, + 6007.0, + 5935.60009765625, + 5940.19970703125, + 5956.7998046875, + 6013.19970703125, + 5999.39990234375, + 5908.60009765625, + 5861.60009765625, + 5897.5, + 5932.0, + 5981.60009765625, + 6156.10009765625, + 6130.0, + 6094.39990234375, + 6127.89990234375, + 6163.19970703125, + 6123.2998046875, + 6115.39990234375, + 6109.39990234375, + 6118.5, + 6199.10009765625, + 6229.60009765625, + 6259.89990234375, + 6197.19970703125, + 6191.19970703125, + 6191.5, + 6221.39990234375, + 6256.19970703125, + 6257.19970703125, + 6256.69970703125, + 6216.89990234375, + 6156.69970703125, + 6171.19970703125, + 6081.10009765625, + 6100.60009765625, + 6120.39990234375, + 6067.19970703125, + 5981.0, + 5924.7998046875, + 5880.2998046875, + 5771.19970703125, + 5728.5, + 5703.7998046875, + 5712.2998046875, + 5755.89990234375, + 5654.39990234375, + 5672.89990234375, + 5568.10009765625, + 5525.69970703125, + 5565.2998046875, + 5554.39990234375, + 5611.2998046875, + 5662.69970703125, + 5703.39990234375, + 5710.60009765625, + 5764.19970703125, + 5784.10009765625, + 5775.2998046875, + 5793.89990234375, + 5895.39990234375, + 6013.2998046875, + 6083.69970703125, + 6107.60009765625, + 6068.89990234375, + 6159.89990234375, + 6161.5, + 6069.2998046875, + 6201.19970703125, + 6191.2998046875, + 6183.2998046875, + 6207.10009765625, + 6270.2998046875, + 6291.39990234375, + 6279.89990234375, + 6241.10009765625, + 6135.5, + 6140.2998046875, + 6199.10009765625, + 6209.39990234375, + 6203.5, + 6214.89990234375, + 6137.7998046875, + 6057.69970703125, + 6017.7998046875, + 5992.2998046875, + 5960.19970703125, + 5905.69970703125, + 5972.60009765625, + 5935.7998046875, + 6014.19970703125, + 5984.2998046875, + 5945.39990234375, + 5977.89990234375, + 5932.5, + 5985.89990234375, + 6069.39990234375, + 6075.69970703125, + 6115.7998046875, + 6068.2998046875, + 6007.89990234375, + 5989.19970703125, + 6058.0, + 6045.69970703125, + 6048.10009765625, + 5946.69970703125, + 6001.60009765625, + 5999.19970703125, + 5821.5, + 5813.89990234375, + 5842.89990234375, + 5841.0, + 5877.60009765625, + 5848.5, + 5912.5, + 5996.19970703125, + 6003.39990234375, + 6061.39990234375, + 6115.39990234375, + 6206.2998046875, + 6211.5, + 6185.10009765625, + 6324.60009765625, + 6288.10009765625, + 6367.2998046875, + 6371.19970703125, + 6494.7998046875, + 6526.39990234375, + 6473.5, + 6458.19970703125, + 6287.0, + 6295.19970703125, + 6245.69970703125, + 6222.5, + 6182.19970703125, + 6220.60009765625, + 6146.19970703125, + 6155.0, + 6140.5, + 6112.10009765625, + 6107.39990234375, + 6100.10009765625, + 6095.5, + 6101.10009765625, + 5964.5, + 5912.39990234375, + 5869.7998046875, + 5908.7998046875, + 5948.0, + 6005.60009765625, + 6023.19970703125, + 5989.69970703125, + 6028.69970703125, + 5983.2998046875, + 6000.5, + 6013.0, + 6059.10009765625, + 6121.19970703125, + 6195.10009765625, + 6113.7998046875, + 6116.60009765625, + 6014.39990234375, + 6069.2998046875, + 6069.19970703125, + 6044.60009765625, + 6044.19970703125, + 6044.60009765625, + 5990.7998046875, + 6099.0, + 6082.39990234375, + 6002.5, + 6058.5, + 6172.10009765625, + 6197.69970703125, + 6199.0, + 6240.7998046875, + 6210.2998046875, + 6146.0, + 6155.89990234375, + 6191.19970703125, + 6254.7998046875, + 6282.69970703125, + 6302.10009765625, + 6361.69970703125, + 6393.7998046875, + 6376.89990234375, + 6352.10009765625, + 6348.7998046875, + 6350.89990234375, + 6340.2998046875, + 6432.2998046875, + 6295.69970703125, + 6343.69970703125, + 6277.2998046875, + 6234.10009765625, + 6051.2998046875, + 6088.0, + 6028.89990234375, + 5932.89990234375, + 5882.39990234375, + 5881.5, + 5858.39990234375, + 5801.10009765625, + 5766.2998046875, + 5887.69970703125, + 5861.5, + 5869.39990234375, + 5939.5, + 5951.10009765625, + 5890.0, + 5828.5, + 5897.7998046875, + 5935.7998046875, + 5968.69970703125, + 6032.7998046875, + 6080.19970703125, + 6176.19970703125, + 6219.10009765625, + 6231.10009765625, + 6166.89990234375, + 6146.5, + 6183.60009765625, + 6172.19970703125, + 6281.7998046875, + 6263.2998046875, + 6303.10009765625, + 6228.89990234375, + 6224.19970703125, + 6188.10009765625, + 6106.60009765625, + 6050.2998046875, + 6021.7998046875, + 6019.19970703125, + 6015.7998046875, + 5911.19970703125, + 5977.39990234375, + 5931.5, + 5915.7998046875, + 5936.39990234375, + 5996.5, + 6020.69970703125, + 6030.2998046875, + 6086.10009765625, + 6059.2998046875, + 6154.60009765625, + 6186.19970703125, + 6151.5, + 6131.69970703125, + 6165.5, + 6184.2998046875, + 6199.7998046875, + 6316.10009765625, + 6324.2998046875, + 6355.89990234375, + 6319.5, + 6346.0, + 6248.69970703125, + 6194.2998046875, + 6133.10009765625, + 6160.89990234375, + 6167.60009765625, + 6183.60009765625, + 6196.2998046875, + 6187.39990234375, + 6159.7998046875, + 6169.5, + 6210.89990234375, + 6212.7998046875, + 6210.39990234375, + 6260.39990234375, + 6397.39990234375, + 6357.19970703125, + 6446.5, + 6401.39990234375, + 6399.5, + 6355.69970703125, + 6429.69970703125, + 6340.19970703125, + 6313.69970703125, + 6277.60009765625, + 6311.89990234375, + 6192.19970703125, + 6215.5, + 6264.7998046875, + 6261.0, + 6303.60009765625, + 6363.39990234375, + 6394.2998046875, + 6343.19970703125, + 6272.10009765625, + 6265.89990234375, + 6275.39990234375, + 6258.19970703125, + 6281.89990234375, + 6317.10009765625, + 6328.39990234375, + 6333.89990234375, + 6316.69970703125, + 6344.69970703125, + 6350.2998046875, + 6365.10009765625, + 6343.60009765625, + 6370.39990234375, + 6365.10009765625, + 6363.39990234375, + 6379.2998046875, + 6345.19970703125, + 6319.60009765625, + 6362.19970703125, + 6198.10009765625, + 6203.89990234375, + 6192.19970703125, + 6166.10009765625, + 6138.60009765625, + 6126.2998046875, + 6207.69970703125, + 6173.0, + 6211.19970703125, + 6195.0, + 6210.39990234375, + 6196.2998046875, + 6088.60009765625, + 6132.39990234375, + 6151.7998046875, + 6157.5, + 6099.89990234375, + 6104.69970703125, + 6191.7998046875, + 6184.89990234375, + 6253.2998046875, + 6243.10009765625, + 6216.89990234375, + 6207.0, + 6241.10009765625, + 6263.5, + 6305.2998046875, + 6309.39990234375, + 6271.69970703125, + 6317.60009765625, + 6309.7998046875, + 6292.0, + 6180.2998046875, + 6120.69970703125, + 6174.2998046875, + 6224.60009765625, + 6224.0, + 6240.89990234375, + 6270.2998046875, + 6268.7998046875, + 6204.10009765625, + 6299.39990234375, + 6296.0, + 6287.19970703125, + 6304.19970703125, + 6437.19970703125, + 6356.69970703125, + 6387.0, + 6281.2998046875, + 6264.5, + 6278.5, + 6203.19970703125, + 6254.5, + 6180.5, + 6233.19970703125, + 6208.60009765625, + 6099.10009765625, + 6039.0, + 6121.5, + 6135.60009765625, + 6159.0, + 6215.19970703125, + 6234.60009765625, + 6115.89990234375, + 6175.60009765625, + 6197.7998046875, + 6166.60009765625, + 6169.39990234375, + 6232.2998046875, + 6228.10009765625, + 6273.2998046875, + 6202.7998046875, + 6194.89990234375, + 6268.10009765625, + 6323.69970703125, + 6380.10009765625, + 6413.5, + 6501.0, + 6471.5, + 6360.2998046875, + 6458.5, + 6462.0, + 6599.49951171875, + 6586.10009765625, + 6569.30029296875, + 6607.99951171875, + 6576.30029296875, + 6528.39990234375, + 6479.5, + 6488.19970703125, + 6479.0, + 6553.60009765625, + 6608.69970703125, + 6535.10009765625, + 6531.7998046875, + 6521.39990234375, + 6489.19970703125, + 6493.0, + 6501.10009765625, + 6485.60009765625, + 6408.2998046875, + 6399.39990234375, + 6259.10009765625, + 6216.69970703125, + 6187.7998046875, + 6223.2998046875, + 6236.0, + 6158.19970703125, + 6053.0, + 5993.5, + 5913.7998046875, + 5955.10009765625, + 5994.89990234375, + 6095.7998046875, + 6182.60009765625 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 0.00010719868441810831, + 0.0004707615007646382, + -7.478951010853052e-05, + -2.0608566046576016e-05, + -7.007678505033255e-06, + -1.0109263257618295e-06, + 1.9125504877592903e-06, + 3.5512653084879275e-06, + 4.552271093416493e-06, + 5.145454906596569e-06, + 5.51286393601913e-06, + 5.738971594837494e-06, + 5.873235750186723e-06, + 5.9447356761666015e-06, + 5.970284291834105e-06, + 5.963633157080039e-06, + 5.934227374382317e-06, + 5.888809937459882e-06, + 5.8320538300904445e-06, + 5.765323749074014e-06, + 5.692269041901454e-06, + 5.614870588033227e-06, + 5.534561751119327e-06, + 5.4539477787329815e-06, + 5.373262411012547e-06, + 5.2934265113435686e-06, + 5.213345048105111e-06, + 5.134167622600216e-06, + 5.056030204286799e-06, + 4.978789547749329e-06, + 4.900726708001457e-06, + 4.82546238345094e-06, + 4.7527209972031415e-06, + 4.682284270529635e-06, + 4.612106749846134e-06, + 4.542023361864267e-06, + 4.470338808459928e-06, + 4.398888449941296e-06, + 4.329881903686328e-06, + 4.261220965418033e-06, + 4.193143922748277e-06, + 4.1261328078689985e-06, + 4.0621921471029054e-06, + 4.002047717222013e-06, + 3.943019237340195e-06, + 3.885678779624868e-06, + 3.829211436823243e-06, + 3.7741092455689795e-06, + 3.7221545881038764e-06, + 3.6726376038132003e-06, + 3.6221852042217506e-06, + 3.572075002011843e-06, + 3.5229195418651216e-06, + 3.475388211882091e-06, + 3.4278223211003933e-06, + 3.381755732334568e-06, + 3.3353903745592106e-06, + 3.2884538541111397e-06, + 3.2430018563900376e-06, + 3.198194917786168e-06, + 3.1549377581541194e-06, + 3.1119832328840857e-06, + 3.0698347472934984e-06, + 3.0277697078417987e-06, + 2.986927711390308e-06, + 2.9473144422809128e-06, + 2.90956722892588e-06, + 2.872588765967521e-06, + 2.8366894184728153e-06, + 2.8015429052175023e-06, + 2.767832711469964e-06, + 2.7357114049664233e-06, + 2.7041128305427264e-06, + 2.6731256639322964e-06, + 2.6429895569890505e-06, + 2.6135553525818978e-06, + 2.5846641165117035e-06, + 2.55672739513102e-06, + 2.5298793389083585e-06, + 2.503971018086304e-06, + 2.478803708072519e-06, + 2.453568640703452e-06, + 2.428562083878205e-06, + 2.4039550226007123e-06, + 2.37943027059373e-06, + 2.3556253836432006e-06, + 2.3319287265621824e-06, + 2.3089964997780044e-06, + 2.2864892343932297e-06, + 2.264791874040384e-06, + 2.243735252704937e-06, + 2.2233955405681627e-06, + 2.203588564952952e-06, + 2.184352524636779e-06, + 2.165551450161729e-06, + 2.147289478671155e-06, + 2.12977352020971e-06, + 2.1127968921064166e-06, + 2.0962420421710704e-06, + 2.0799300273210974e-06, + 2.064125055767363e-06, + 2.048685018962715e-06, + 2.0333084194135154e-06, + 2.018215582211269e-06, + 2.0035993202327518e-06, + 1.9892027012247127e-06, + 1.974882707145298e-06, + 1.9609640276030404e-06, + 1.9473334305075696e-06, + 1.9340350263519213e-06, + 1.9207759578421246e-06, + 1.9077469914918765e-06, + 1.8950742060042103e-06, + 1.8824890730684274e-06, + 1.8700226291912259e-06, + 1.8577974287836696e-06, + 1.8458865724824136e-06, + 1.834029035308049e-06, + 1.822228909986734e-06, + 1.8106250081473263e-06, + 1.7991833374253474e-06, + 1.7878339804155985e-06, + 1.7765353277354734e-06, + 1.7653184158916702e-06, + 1.7543969761391054e-06, + 1.7436470898246625e-06, + 1.733108206281031e-06, + 1.7227521311724558e-06, + 1.7125908016168978e-06, + 1.7025055285557755e-06, + 1.6924593637668295e-06, + 1.682847937445331e-06, + 1.6731582945794798e-06, + 1.6636287227811408e-06, + 1.6542250023121596e-06, + 1.6448898350063246e-06, + 1.6357522554244497e-06, + 1.626638663765334e-06, + 1.6176190911210142e-06, + 1.6086653431557352e-06, + 1.5998640492398408e-06, + 1.5911796253931243e-06, + 1.582550680723216e-06, + 1.573931740495027e-06, + 1.5652309457436786e-06, + 1.5567475202260539e-06, + 1.5482348771911347e-06, + 1.539966660857317e-06, + 1.5316591088776477e-06, + 1.523367586742097e-06, + 1.5151099432841875e-06, + 1.5069770142872585e-06, + 1.4989261671871645e-06, + 1.4910399386280915e-06, + 1.4832096439931775e-06, + 1.4754780295334058e-06, + 1.467909441998927e-06, + 1.4606538343286957e-06, + 1.453438812859531e-06, + 1.4464111472989316e-06, + 1.4394083791557932e-06, + 1.432673002454976e-06, + 1.426051539965556e-06, + 1.4195603625921649e-06, + 1.4131175021248055e-06, + 1.4066851008465164e-06, + 1.4003253454575315e-06, + 1.394113269270747e-06, + 1.3879212019674014e-06, + 1.3817272019878146e-06, + 1.3753946177530452e-06, + 1.3690201967619942e-06, + 1.3626324744109297e-06, + 1.3562676031142473e-06, + 1.3499013675755123e-06, + 1.3435410437523387e-06, + 1.337207322649192e-06, + 1.330908503405226e-06, + 1.324656977885752e-06, + 1.3185110674385214e-06, + 1.3124399629305117e-06, + 1.3064094446235686e-06, + 1.300524104408396e-06, + 1.2948179346494726e-06, + 1.2892178347101435e-06, + 1.283756773773348e-06, + 1.2784422551703756e-06, + 1.2732023151329486e-06, + 1.2680619647653657e-06, + 1.262960722669959e-06, + 1.257871531379351e-06, + 1.2528556680990732e-06, + 1.2477936479626806e-06, + 1.242796543010627e-06, + 1.2377709026623052e-06, + 1.2328133607297787e-06, + 1.2279407428650302e-06, + 1.223119852511445e-06, + 1.2182961199869169e-06, + 1.2134966027588234e-06, + 1.2086969718438922e-06, + 1.2038310615025694e-06, + 1.198986183226225e-06, + 1.194134597426455e-06, + 1.1893164355569752e-06, + 1.184520897368202e-06, + 1.1797884553743643e-06, + 1.1752172213164158e-06, + 1.1707055591614335e-06, + 1.166197193924745e-06, + 1.1616826895988197e-06, + 1.1572170706131146e-06, + 1.1528653658388066e-06, + 1.148587784882693e-06, + 1.144378643402888e-06, + 1.1402266864024568e-06, + 1.1361616998328827e-06, + 1.1321965303068282e-06, + 1.1282819514235598e-06, + 1.1243354265388916e-06, + 1.1203379699509242e-06, + 1.116312660087715e-06, + 1.112346808440634e-06, + 1.1083739082096145e-06, + 1.1043904351026868e-06, + 1.100428221434413e-06, + 1.0964556622639066e-06, + 1.0926030427071964e-06, + 1.08880362859054e-06, + 1.0850283160834806e-06, + 1.0812474329213728e-06, + 1.0775310101962532e-06, + 1.0738353921624366e-06, + 1.070180246642849e-06, + 1.0665653462638147e-06, + 1.0630014912749175e-06, + 1.0594633295113454e-06, + 1.055989400811086e-06, + 1.0524770459596766e-06, + 1.0490222166481544e-06, + 1.0455659094077419e-06, + 1.0420523040011176e-06, + 1.0385930409029243e-06, + 1.035188915921026e-06, + 1.0317822898286977e-06, + 1.028408519232471e-06, + 1.0251177400277811e-06, + 1.021836055770109e-06, + 1.018534703689511e-06, + 1.0152879212910193e-06, + 1.0121102604898624e-06, + 1.0089636361954035e-06, + 1.0058886346087093e-06, + 1.0028161341324449e-06, + 9.997781944548478e-07, + 9.967582172976108e-07, + 9.937623417499708e-07, + 9.907971616485156e-07, + 9.878532409857144e-07, + 9.849487696556025e-07, + 9.820668083193596e-07, + 9.79131982603576e-07, + 9.762213721842272e-07, + 9.732773378345883e-07, + 9.70293399404909e-07, + 9.672953638073523e-07, + 9.64320861385204e-07, + 9.613842166800168e-07, + 9.58443820309185e-07, + 9.555299129715422e-07, + 9.526470989840163e-07, + 9.498126019025221e-07, + 9.46996067341388e-07, + 9.441944825994142e-07, + 9.414364399162878e-07, + 9.38742687139893e-07, + 9.360871331409726e-07, + 9.334252126791398e-07, + 9.308353128290037e-07, + 9.28263204968971e-07, + 9.256729640583217e-07, + 9.23122911444807e-07, + 9.205568289871735e-07, + 9.179978519568976e-07, + 9.154071562988975e-07, + 9.127613793680212e-07, + 9.101013347390108e-07, + 9.074640843209636e-07, + 9.048467859429365e-07, + 9.022566018757061e-07, + 8.99659767128469e-07, + 8.971217653197527e-07, + 8.945623903855449e-07, + 8.920541745283117e-07, + 8.895661380847741e-07, + 8.8713630930215e-07, + 8.847121080179932e-07, + 8.823288339954161e-07, + 8.799709121376509e-07, + 8.776457889325684e-07, + 8.753441420594754e-07, + 8.730617082619574e-07, + 8.707917231731699e-07, + 8.685566399435629e-07, + 8.663522521601408e-07, + 8.641446811452624e-07, + 8.619232971796009e-07, + 8.596973088970117e-07, + 8.574912726544426e-07, + 8.552667054573249e-07, + 8.530588502253522e-07, + 8.508635573889478e-07, + 8.486686056130566e-07, + 8.464968459520605e-07, + 8.443307706329506e-07, + 8.421515644840838e-07, + 8.399715056839341e-07, + 8.377636504519614e-07, + 8.355445402230544e-07, + 8.333515779668232e-07, + 8.311583314934978e-07, + 8.289602533295692e-07, + 8.267935527328518e-07, + 8.246512379628257e-07, + 8.225256920013635e-07, + 8.204135610867525e-07, + 8.18310184058646e-07, + 8.162239168996166e-07, + 8.141469720612804e-07, + 8.12104815395287e-07, + 8.101228559098672e-07, + 8.08152492481895e-07, + 8.062279448495246e-07, + 8.043399475354818e-07, + 8.024637736525619e-07, + 8.005955578482826e-07, + 7.987127901287749e-07, + 7.968384352352587e-07, + 7.949842029120191e-07, + 7.931276400086062e-07, + 7.912620958450134e-07, + 7.894382747508644e-07, + 7.876184326960356e-07, + 7.857699984015198e-07, + 7.839302043066709e-07, + 7.820895575605391e-07, + 7.802524351063767e-07, + 7.784308309055632e-07, + 7.766185490254429e-07, + 7.748410553176655e-07, + 7.730752713541733e-07, + 7.713078957749531e-07, + 7.695689987485821e-07, + 7.678200404370727e-07, + 7.660780738660833e-07, + 7.643522508260503e-07, + 7.626720730513625e-07, + 7.610163947902038e-07, + 7.593492341584351e-07, + 7.576905431960768e-07, + 7.56028725845681e-07, + 7.543933406850556e-07, + 7.527790444328275e-07, + 7.511725357289833e-07, + 7.495594331885513e-07, + 7.479277428501518e-07, + 7.463297606591368e-07, + 7.447519010383985e-07, + 7.431411290781398e-07, + 7.415277991640323e-07, + 7.399180503853131e-07, + 7.383171123365173e-07, + 7.367360126409039e-07, + 7.351566182478564e-07, + 7.335888767556753e-07, + 7.320026043089456e-07, + 7.303900702027022e-07, + 7.28780719327915e-07, + 7.271909794326348e-07, + 7.256123808474513e-07, + 7.240331001412414e-07, + 7.224549563034088e-07, + 7.20888749583537e-07, + 7.193348778855579e-07, + 7.178013561315311e-07, + 7.163055215642089e-07, + 7.148098575271433e-07, + 7.133234021239332e-07, + 7.118868552424829e-07, + 7.104817427716625e-07, + 7.090722533575899e-07, + 7.07681294898066e-07, + 7.062957365633338e-07, + 7.049013674986782e-07, + 7.035083626760752e-07, + 7.021292844910931e-07, + 7.007550948401331e-07, + 6.99381757840456e-07, + 6.979879003665701e-07, + 6.966246814954502e-07, + 6.952855073905084e-07, + 6.939429795238539e-07, + 6.925942557245435e-07, + 6.912702588124375e-07, + 6.899585400788055e-07, + 6.886555752316781e-07, + 6.873899565107422e-07, + 6.861289989501529e-07, + 6.848651992186205e-07, + 6.836008878963185e-07, + 6.82339589275216e-07, + 6.810896024944668e-07, + 6.798254617024213e-07, + 6.785554091948143e-07, + 6.7726625729847e-07, + 6.760035944353149e-07, + 6.747429779352387e-07, + 6.73470765377715e-07, + 6.721916179230902e-07, + 6.709107083224808e-07, + 6.696169521092088e-07, + 6.683419542241609e-07, + 6.670866241620388e-07, + 6.658365805378708e-07, + 6.645751113865117e-07, + 6.633335942751728e-07, + 6.620890644626343e-07, + 6.608627245441312e-07, + 6.596271191483538e-07, + 6.583787808267516e-07, + 6.571344215444697e-07, + 6.558995551131375e-07, + 6.54681116429856e-07, + 6.534622229992237e-07, + 6.522543003484316e-07, + 6.5103836277558e-07, + 6.49834476007527e-07, + 6.48669356451137e-07, + 6.474988367699552e-07, + 6.463420731961378e-07, + 6.451783178818005e-07, + 6.440068887059169e-07, + 6.428315941775509e-07, + 6.416613587134634e-07, + 6.405163617273502e-07, + 6.393985358954524e-07, + 6.382750825650874e-07, + 6.371683411998674e-07, + 6.360640441016585e-07, + 6.34973048363463e-07, + 6.338742650768836e-07, + 6.327580308607139e-07, + 6.316469693956606e-07, + 6.305537567641295e-07, + 6.294607715062739e-07, + 6.283919447014341e-07, + 6.273335770856647e-07, + 6.262577585403051e-07, + 6.251657396205701e-07, + 6.240920811251272e-07, + 6.230285407582414e-07, + 6.21959998170496e-07, + 6.20886339675053e-07, + 6.198123969625158e-07, + 6.187682402014616e-07, + 6.177217528602341e-07, + 6.166721391309693e-07, + 6.156143399493885e-07, + 6.145780275801371e-07, + 6.135510375315789e-07, + 6.125530944700586e-07, + 6.115586188570887e-07, + 6.10570225489937e-07, + 6.095877438383468e-07, + 6.08614470820612e-07, + 6.076512590880156e-07, + 6.066931632631167e-07, + 6.05715399615292e-07, + 6.047566216693667e-07, + 6.037972752892529e-07, + 6.028469670127379e-07, + 6.018899512127973e-07, + 6.009292974340497e-07, + 5.999512495691306e-07, + 5.989686542307027e-07, + 5.979837851555203e-07, + 5.970065330984653e-07, + 5.960288831374783e-07, + 5.950440709057148e-07, + 5.940570986240346e-07, + 5.93077629673644e-07, + 5.921063461755693e-07, + 5.911414291404071e-07, + 5.901818553866178e-07, + 5.892355261494231e-07, + 5.882885716346209e-07, + 5.873611712559068e-07, + 5.864464469595987e-07, + 5.855284257449966e-07, + 5.845890882483218e-07, + 5.836557761540462e-07, + 5.827344580211502e-07, + 5.818262707180111e-07, + 5.809162075820495e-07, + 5.800099529551517e-07, + 5.7909340966944e-07, + 5.78167203002522e-07, + 5.772361646450008e-07, + 5.763130843661202e-07, + 5.753984737566498e-07, + 5.744904001403484e-07, + 5.735888635172159e-07, + 5.727109737563296e-07, + 5.718334250559565e-07, + 5.709631523131975e-07, + 5.700848078049603e-07, + 5.691957198905584e-07, + 5.683120321009483e-07, + 5.674257295140706e-07, + 5.665506819241273e-07, + 5.656844450641074e-07, + 5.648124670187826e-07, + 5.639290634462668e-07, + 5.63040771339729e-07, + 5.6214804544652e-07, + 5.612597533399821e-07, + 5.603642989626678e-07, + 5.594821459453669e-07, + 5.586077236330311e-07, + 5.577535375778098e-07, + 5.569124823523453e-07, + 5.560751219491067e-07, + 5.552384436668945e-07, + 5.544046643990441e-07, + 5.535787863664154e-07, + 5.527562620954996e-07, + 5.519551677934942e-07, + 5.511557219506358e-07, + 5.503498528014461e-07, + 5.495517143572215e-07, + 5.48748630535556e-07, + 5.479693072629743e-07, + 5.47180434296024e-07, + 5.463806473926525e-07, + 5.455866016745858e-07, + 5.448051183520874e-07, + 5.440372774501157e-07, + 5.432682996797666e-07, + 5.424998903436062e-07, + 5.417238639893185e-07, + 5.409398795563902e-07, + 5.401610110311594e-07, + 5.393764013206237e-07, + 5.385954864323139e-07, + 5.37808489298186e-07, + 5.370161488826852e-07, + 5.362447836887441e-07, + 5.35481945007632e-07, + 5.347225737750705e-07, + 5.339657036529388e-07, + 5.332033765625965e-07, + 5.324433232090087e-07, + 5.316964575285965e-07, + 5.309471475811733e-07, + 5.302032377585419e-07, + 5.294667175803625e-07, + 5.287359954309068e-07, + 5.279992478790518e-07, + 5.272656835586531e-07, + 5.265221716399537e-07, + 5.257741122477455e-07, + 5.250206527307455e-07, + 5.242666816229757e-07, + 5.235302182882151e-07, + 5.227974497756804e-07, + 5.22077243658714e-07, + 5.213518079472124e-07, + 5.206373430155509e-07, + 5.199246402298741e-07, + 5.192122785047104e-07, + 5.184954829928756e-07, + 5.177826096769422e-07, + 5.170828671907657e-07, + 5.163909122529731e-07, + 5.156968541086826e-07, + 5.150009769749886e-07, + 5.143015755493252e-07, + 5.13584154759883e-07, + 5.128720772518136e-07, + 5.121664230500755e-07, + 5.114592340760282e-07, + 5.107503397994151e-07, + 5.100483235764841e-07, + 5.093495474284282e-07, + 5.086536702947342e-07, + 5.079590437162551e-07, + 5.072575959275127e-07, + 5.065550112703932e-07, + 5.058513465883152e-07, + 5.051570610703493e-07, + 5.044656177233264e-07, + 5.037765049564769e-07, + 5.030862553212501e-07, + 5.02394470913714e-07, + 5.017047897126758e-07, + 5.010174959352298e-07, + 5.003366823075339e-07, + 4.996646794097614e-07, + 4.989933017895964e-07, + 4.983338044439733e-07, + 4.976742502549314e-07, + 4.970145823790517e-07, + 4.963627588949748e-07, + 4.957221335644135e-07, + 4.950894663124927e-07, + 4.944634497405787e-07, + 4.938508482155157e-07, + 4.932444994665275e-07, + 4.926425276607915e-07, + 4.920412948195008e-07, + 4.914372766506858e-07, + 4.908455366603448e-07, + 4.902535692963284e-07, + 4.896741074844613e-07, + 4.891006710749934e-07, + 4.885246767116769e-07, + 4.879512971456279e-07, + 4.873737111665832e-07, + 4.867923735218938e-07, + 4.862084779233555e-07, + 4.856255486629379e-07, + 4.850388108934567e-07, + 4.844516752200434e-07, + 4.8386704065706e-07, + 4.8328223556382e-07, + 4.82688847114332e-07, + 4.820853973797057e-07, + 4.814766612071253e-07, + 4.808673566003563e-07, + 4.802637363354734e-07, + 4.796528401129763e-07, + 4.790437060364638e-07, + 4.784454290529538e-07, + 4.778360107593471e-07, + 4.772293777932646e-07, + 4.7662538804615906e-07, + 4.7602085828657437e-07, + 4.754120652705751e-07, + 4.74803016459191e-07, + 4.741969235055876e-07, + 4.735964580504515e-07, + 4.7300790129156667e-07, + 4.724205950878968e-07, + 4.718294235317444e-07, + 4.712390193617466e-07, + 4.706509173502127e-07, + 4.700634690379957e-07, + 4.694850588293775e-07, + 4.6891580041119596e-07, + 4.6835191369609674e-07, + 4.6779197759860836e-07, + 4.6723661739633826e-07, + 4.66687851030656e-07, + 4.661344235046272e-07, + 4.655859129343298e-07, + 4.650317180221464e-07, + 4.644817863663775e-07, + 4.6393694219659665e-07, + 4.6339064851963485e-07, + 4.628500107628497e-07, + 4.623059624009329e-07, + 4.6175586021490744e-07, + 4.612067243670026e-07, + 4.606555421560188e-07, + 4.6011015797375876e-07, + 4.5957170868859976e-07, + 4.590363857914781e-07, + 4.5849640173400985e-07, + 4.579590324738092e-07, + 4.574229137688235e-07, + 4.568971974094893e-07, + 4.563680988667329e-07, + 4.5584062036141404e-07, + 4.5533013803833455e-07, + 4.5482161681320576e-07, + 4.543119018762809e-07, + 4.538037217116653e-07, + 4.532936941359367e-07, + 4.5278747506927175e-07, + 4.5227710643303e-07, + 4.5176085450293613e-07, + 4.512453699589969e-07, + 4.507263042796694e-07, + 4.502039985254669e-07, + 4.4967543999518966e-07, + 4.4914790464645193e-07, + 4.4862403569823073e-07, + 4.480898780911957e-07, + 4.4756026795766957e-07, + 4.4702554191644595e-07, + 4.4649195274359954e-07, + 4.4594960968424857e-07, + 4.4540618659993925e-07, + 4.4486876049631974e-07, + 4.443341197202244e-07, + 4.4381513930602523e-07, + 4.4329689785627124e-07, + 4.427841417964373e-07, + 4.4227468265489733e-07, + 4.4176988467370393e-07, + 4.4126335296823527e-07, + 4.407641824855091e-07, + 4.4026563728039037e-07, + 4.397695647639921e-07, + 4.3927715864811034e-07, + 4.387863441479567e-07, + 4.382974623240443e-07, + 4.3781020053756947e-07, + 4.3732379140237754e-07, + 4.3684948991540296e-07, + 4.3638047486638243e-07, + 4.3591600729087077e-07, + 4.3544960703911784e-07, + 4.3498130253283307e-07, + 4.3450967268654495e-07, + 4.340378154665814e-07, + 4.335697951773909e-07, + 4.330999274770875e-07, + 4.326347777805495e-07, + 4.321694575537549e-07, + 4.3170433627892635e-07, + 4.3123682758050563e-07, + 4.307657377466967e-07, + 4.302902141262166e-07, + 4.2982210857189784e-07, + 4.2935499777740915e-07, + 4.288968113996816e-07, + 4.2843561232075444e-07, + 4.2797560695362336e-07, + 4.275186142876919e-07, + 4.2706275849013764e-07, + 4.266080111392512e-07, + 4.261584649611905e-07, + 4.2570189862090047e-07, + 4.2524774812591204e-07, + 4.248006746365718e-07, + 4.243505031809036e-07, + 4.238930841893307e-07, + 4.2343489781160315e-07, + 4.2297779145883396e-07, + 4.2251878085153294e-07, + 4.2206315242765413e-07, + 4.216134072976274e-07, + 4.211640316498233e-07, + 4.2071323491654766e-07, + 4.202589423130121e-07, + 4.198037970581936e-07, + 4.1934842442969966e-07, + 4.188899254131684e-07, + 4.184302895282599e-07, + 4.1797304106694355e-07, + 4.175187768851174e-07, + 4.1706590536705335e-07, + 4.1661402860881935e-07, + 4.161640561051172e-07, + 4.157087403200421e-07, + 4.1526425320626004e-07, + 4.148174923557235e-07, + 4.143765295339108e-07, + 4.139396878599655e-07, + 4.1351665913680336e-07, + 4.130921240630414e-07, + 4.126726764752675e-07, + 4.122608743273304e-07, + 4.118535059660644e-07, + 4.114471607863379e-07, + 4.1104334513875074e-07, + 4.106443611817667e-07, + 4.102486457213672e-07, + 4.0984551219480636e-07, + 4.0944510715235083e-07, + 4.0904501474869903e-07, + 4.0864111383598356e-07, + 4.082373266101058e-07, + 4.0783859844850667e-07, + 4.0744492935118615e-07, + 4.070474801665114e-07, + 4.066483541009802e-07, + 4.062479490585247e-07, + 4.0584419025435636e-07, + 4.054381577134336e-07, + 4.0502669662600965e-07, + 4.046133881274727e-07, + 4.042002785809018e-07, + 4.0379237020715664e-07, + 4.0338676399187534e-07, + 4.029797082694131e-07, + 4.0257435784951667e-07, + 4.0216275465354556e-07, + 4.017533399292006e-07, + 4.013423335891275e-07, + 4.0093712527777825e-07, + 4.005332243650628e-07, + 4.0013256352722237e-07, + 3.9973812704374723e-07, + 3.993481811903621e-07, + 3.9896096382108226e-07, + 3.9857479805505136e-07, + 3.981896838922694e-07, + 3.9781215832590533e-07, + 3.974312221544096e-07, + 3.9705403764855873e-07, + 3.9667864371040196e-07, + 3.963027950248943e-07, + 3.9592399048160587e-07, + 3.955445038172911e-07, + 3.951652445266518e-07, + 3.947833704387449e-07, + 3.9440399746126786e-07, + 3.940195369978028e-07, + 3.9363399650937936e-07, + 3.9325146872215555e-07, + 3.92871072563139e-07, + 3.9248939742719813e-07, + 3.9210743807416293e-07, + 3.9172539345599944e-07, + 3.9133709606176126e-07, + 3.909491965714551e-07, + 3.905602454779e-07, + 3.901744491940917e-07, + 3.8978791394583823e-07, + 3.8940822832955746e-07, + 3.8903263543943467e-07, + 3.8866159002282075e-07, + 3.8828972037663334e-07, + 3.879182770560874e-07, + 3.875467200487037e-07, + 3.8717516304132005e-07, + 3.868050271194079e-07, + 3.8643733546450676e-07, + 3.8606987118328107e-07, + 3.8570078686461784e-07, + 3.8533238466698094e-07, + 3.849649772291741e-07, + 3.8459543816316e-07, + 3.8421867998295056e-07, + 3.838451618776162e-07, + 3.8346726682902954e-07, + 3.8309286765070283e-07, + 3.8271943481049675e-07, + 3.823494125754223e-07, + 3.819759513135068e-07, + 3.8160851545399055e-07, + 3.8124346701806644e-07, + 3.808812891747948e-07, + 3.8051788919801766e-07, + 3.801622199262056e-07, + 3.7980601064191433e-07, + 3.794476981511252e-07, + 3.7909043726358505e-07, + 3.787315279168979e-07, + 3.7837000377294316e-07, + 3.780075417125772e-07, + 3.7764880289614666e-07, + 3.7729489577031927e-07, + 3.7694206866945024e-07, + 3.765894973639661e-07, + 3.7623865978275717e-07, + 3.758872253456502e-07, + 3.7553465404016606e-07, + 3.751821679998102e-07, + 3.7483016512851464e-07, + 3.7447992440320377e-07, + 3.741289162917383e-07, + 3.737783060842048e-07, + 3.734276674549619e-07, + 3.730789899236697e-07, + 3.7272960184964177e-07, + 3.7238129380057217e-07, + 3.7203380998107605e-07, + 3.716861840530328e-07, + 3.7134122976567596e-07, + 3.7099840710652643e-07, + 3.7065404967506765e-07, + 3.703192419379775e-07, + 3.6998483210481936e-07, + 3.696517865137139e-07, + 3.6932081570739683e-07, + 3.689920049509965e-07, + 3.6866450159322994e-07, + 3.683333602566563e-07, + 3.680047768739314e-07, + 3.6767482924915385e-07, + 3.6734641639668553e-07, + 3.6701786143567006e-07, + 3.666907275601261e-07, + 3.66369988569204e-07, + 3.6604754427571606e-07, + 3.6572475892171497e-07, + 3.6540234304993646e-07, + 3.650835935786745e-07, + 3.647652420113445e-07, + 3.644429966698226e-07, + 3.641217745098402e-07, + 3.6379765333549585e-07, + 3.6347475429465703e-07, + 3.6315387319518777e-07, + 3.6283415738580516e-07, + 3.6251333312975476e-07, + 3.6219202570464404e-07, + 3.6186924035064294e-07, + 3.6154693816570216e-07, + 3.6122722235631954e-07, + 3.6090582966608054e-07, + 3.60585460157381e-07, + 3.602666822644096e-07, + 3.599541855692223e-07, + 3.5964535527455155e-07, + 3.5933442177338293e-07, + 3.5902158401768247e-07, + 3.5870942838300834e-07, + 3.583970453746588e-07, + 3.580838097150263e-07, + 3.57771313019839e-07, + 3.574626532554248e-07, + 3.571498723431432e-07, + 3.568379156604351e-07, + 3.5652703900268534e-07, + 3.5621593497126014e-07, + 3.5589894764598284e-07, + 3.5558656463763327e-07, + 3.552733289780008e-07, + 3.549658629253827e-07, + 3.5465987480165495e-07, + 3.5435382983450836e-07, + 3.5405204812377633e-07, + 3.5374836215851246e-07, + 3.5344885418453487e-07, + 3.5314744195602543e-07, + 3.528477918735007e-07, + 3.525539966631186e-07, + 3.522636404795776e-07, + 3.5196987369090493e-07, + 3.51676021637104e-07, + 3.51381572727405e-07, + 3.51085077454627e-07, + 3.5078821269962646e-07, + 3.504975438772817e-07, + 3.5020462973989197e-07, + 3.499112324334419e-07, + 3.4961988149007084e-07, + 3.493289568723412e-07, + 3.4903561640931e-07, + 3.487430717541429e-07, + 3.484489354832476e-07, + 3.4815869298654434e-07, + 3.478693599845428e-07, + 3.475772132333077e-07, + 3.4728307696241245e-07, + 3.469868659067288e-07, + 3.466897169346339e-07, + 3.463891005139885e-07, + 3.4609044519129384e-07, + 3.4579750263219466e-07, + 3.455006378771941e-07, + 3.452042278695444e-07, + 3.4490213352000865e-07, + 3.446012613039784e-07, + 3.443017533300008e-07, + 3.44001108487646e-07, + 3.4370251000837015e-07, + 3.434066684349091e-07, + 3.431136406106816e-07, + 3.428208401601296e-07, + 3.425290060476982e-07, + 3.422344434511615e-07, + 3.4193797660009295e-07, + 3.4164540352321637e-07, + 3.4135354098907555e-07, + 3.410627584798931e-07, + 3.407739939120802e-07, + 3.404855988264899e-07, + 3.4019745953628444e-07, + 3.399105423795845e-07, + 3.396275758404954e-07, + 3.3934557563952694e-07, + 3.3907028296198405e-07, + 3.387973777080333e-07, + 3.3852623460006726e-07, + 3.382540398888523e-07, + 3.3798178833421844e-07, + 3.37713458975486e-07, + 3.3745016025932273e-07, + 3.371899595094874e-07, + 3.3693362411213457e-07, + 3.3667598131614795e-07, + 3.36417059543237e-07, + 3.3615424399613403e-07, + 3.358881599524466e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.00843738578259945, + 0.038979388773441315, + -0.006713110953569412, + -0.0021316884085536003, + -0.0009606968378648162, + -0.0004312940873205662, + -0.00016459084872622043, + -5.800352937512798e-06, + 9.615806629881263e-05, + 0.00016065212548710406, + 0.00020423356909304857, + 0.00023450638400390744, + 0.00025602977257221937, + 0.00027153422706760466, + 0.0002823396644089371, + 0.00028946236125193536, + 0.00029448719578795135, + 0.00029754542629234493, + 0.0002991175279021263, + 0.0002995698887389153, + 0.00029911991441622376, + 0.00029796265880577266, + 0.00029625085880979896, + 0.00029414414893835783, + 0.00029182923026382923, + 0.00028928148094564676, + 0.00028651434695348144, + 0.0002836037892848253, + 0.00028058551833964884, + 0.000277478015050292, + 0.0002742289216257632, + 0.000271004595560953, + 0.0002678100427147001, + 0.0002646892098709941, + 0.00026151593192480505, + 0.0002582894521765411, + 0.0002549360506236553, + 0.00025154530885629356, + 0.00024822779232636094, + 0.0002448878949508071, + 0.00024154070706572384, + 0.00023823890660423785, + 0.0002350577269680798, + 0.00023203858290798962, + 0.0002290509146405384, + 0.00022612640168517828, + 0.00022322587028611451, + 0.00022037670714780688, + 0.00021767363068647683, + 0.00021508242934942245, + 0.00021244196977932006, + 0.00020980513363610953, + 0.00020720525935757905, + 0.00020467914873734117, + 0.00020213965035509318, + 0.0001996695646084845, + 0.00019717327086254954, + 0.00019463637727312744, + 0.00019218085799366236, + 0.00018975111015606672, + 0.00018739697406999767, + 0.00018505130719859153, + 0.00018274213653057814, + 0.00018043030286207795, + 0.00017817894695326686, + 0.00017598904378246516, + 0.00017389653658028692, + 0.0001718481507850811, + 0.0001698541600489989, + 0.00016789691289886832, + 0.0001660149428062141, + 0.00016421734471805394, + 0.00016244490689132363, + 0.0001607028825674206, + 0.0001590050378581509, + 0.00015734815679024905, + 0.00015571837138850242, + 0.00015413921209983528, + 0.0001526185660623014, + 0.00015114835696294904, + 0.00014971753989811987, + 0.00014828033454250544, + 0.00014685367932543159, + 0.0001454474841011688, + 0.00014404724061023444, + 0.00014268582162912935, + 0.0001413284189766273, + 0.00014001276576891541, + 0.00013871953706257045, + 0.00013747101183980703, + 0.00013625764404423535, + 0.00013508395932149142, + 0.0001339420268777758, + 0.00013283148291520774, + 0.00013174461491871625, + 0.000130687520140782, + 0.00012967233487870544, + 0.00012868722842540592, + 0.00012772544869221747, + 0.00012677666381932795, + 0.00012585635704454035, + 0.0001249580382136628, + 0.0001240624551428482, + 0.00012318241351749748, + 0.0001223292638314888, + 0.00012148804671596736, + 0.00012065048940712586, + 0.00011983560398221016, + 0.00011903682025149465, + 0.00011825813271570951, + 0.00011748100951081142, + 0.00011671668471535668, + 0.00011597255797823891, + 0.00011523294233484194, + 0.00011449967132648453, + 0.0001137799845309928, + 0.00011307821841910481, + 0.0001123790571000427, + 0.00011168378841830418, + 0.00011099955736426637, + 0.00011032434849767014, + 0.00010965408000629395, + 0.00010898630716837943, + 0.00010832287807716057, + 0.00010767646745080128, + 0.00010703977750381455, + 0.00010641515837050974, + 0.00010580181697150692, + 0.00010519959323573858, + 0.00010460148041602224, + 0.00010400529572507367, + 0.00010343454050598666, + 0.00010285877215210348, + 0.00010229217150481418, + 0.00010173273039981723, + 0.00010117774218088016, + 0.00010063416993943974, + 0.00010009168909164146, + 9.95545051409863e-05, + 9.902093734126538e-05, + 9.849616617430001e-05, + 9.797808161238208e-05, + 9.746301657287404e-05, + 9.694828622741625e-05, + 9.642900113249198e-05, + 9.592241985956207e-05, + 9.541382314637303e-05, + 9.491958189755678e-05, + 9.442274313187227e-05, + 9.392661741003394e-05, + 9.34322815737687e-05, + 9.294518531532958e-05, + 9.24632913665846e-05, + 9.199102350976318e-05, + 9.152189159067348e-05, + 9.105845674639568e-05, + 9.060458978638053e-05, + 9.016929107019678e-05, + 8.973624062491581e-05, + 8.93142496352084e-05, + 8.889358286978677e-05, + 8.84892069734633e-05, + 8.809150313027203e-05, + 8.77014608704485e-05, + 8.731416164664552e-05, + 8.692734263604507e-05, + 8.654472912894562e-05, + 8.617086132289842e-05, + 8.579804853070527e-05, + 8.542533032596111e-05, + 8.50441210786812e-05, + 8.466024155495688e-05, + 8.427541615674272e-05, + 8.389183494728059e-05, + 8.35080209071748e-05, + 8.312442514579743e-05, + 8.274230640381575e-05, + 8.23621594463475e-05, + 8.19850611151196e-05, + 8.161420555552468e-05, + 8.12477373983711e-05, + 8.088359754765406e-05, + 8.052810153458267e-05, + 8.018330845516175e-05, + 7.984482363099232e-05, + 7.951462612254545e-05, + 7.919345807749778e-05, + 7.887669198680669e-05, + 7.856584124965593e-05, + 7.82572606112808e-05, + 7.79493129812181e-05, + 7.764570909785107e-05, + 7.73392166593112e-05, + 7.703656592639163e-05, + 7.673210348002613e-05, + 7.643189746886492e-05, + 7.613675552420318e-05, + 7.584466220578179e-05, + 7.55523142288439e-05, + 7.52613486838527e-05, + 7.497028855141252e-05, + 7.467513205483556e-05, + 7.438117609126493e-05, + 7.408694364130497e-05, + 7.379464659607038e-05, + 7.350365194724873e-05, + 7.3216411692556e-05, + 7.29388848412782e-05, + 7.266489410540089e-05, + 7.239103433676064e-05, + 7.211673801066354e-05, + 7.184533751569688e-05, + 7.158098014770076e-05, + 7.132105383789167e-05, + 7.106522389221936e-05, + 7.081280637066811e-05, + 7.056562026264146e-05, + 7.032443681964651e-05, + 7.008627289906144e-05, + 6.984611536609009e-05, + 6.960295286262408e-05, + 6.935804412933066e-05, + 6.91167006152682e-05, + 6.887486961204559e-05, + 6.863232556497678e-05, + 6.839103298261762e-05, + 6.814905646024272e-05, + 6.791434134356678e-05, + 6.768280582036823e-05, + 6.745282735209912e-05, + 6.722246325807646e-05, + 6.699597724946216e-05, + 6.677071360172704e-05, + 6.654786557191983e-05, + 6.632742588408291e-05, + 6.611005665035918e-05, + 6.589420809177682e-05, + 6.568236130988225e-05, + 6.546812073793262e-05, + 6.525735807372257e-05, + 6.504644989036024e-05, + 6.48319983156398e-05, + 6.462083547376096e-05, + 6.44129904685542e-05, + 6.420495628844947e-05, + 6.399888661690056e-05, + 6.379795377142727e-05, + 6.359753751894459e-05, + 6.339589162962511e-05, + 6.319753447314724e-05, + 6.300336099229753e-05, + 6.281105015659705e-05, + 6.262308306759223e-05, + 6.243523966986686e-05, + 6.224946992006153e-05, + 6.206486432347447e-05, + 6.188170664245263e-05, + 6.170038250274956e-05, + 6.152032437967137e-05, + 6.134265277069062e-05, + 6.11663272138685e-05, + 6.0986738390056416e-05, + 6.0808601119788364e-05, + 6.0628470237134025e-05, + 6.044587280484848e-05, + 6.0262380429776385e-05, + 6.0080299590481445e-05, + 5.990050340187736e-05, + 5.9720452554756775e-05, + 5.9541987866396084e-05, + 5.936540401307866e-05, + 5.9191748732700944e-05, + 5.901925032958388e-05, + 5.884764323127456e-05, + 5.8678677305579185e-05, + 5.8513622207101434e-05, + 5.83508845011238e-05, + 5.818772115162574e-05, + 5.802895611850545e-05, + 5.787125337519683e-05, + 5.771249198005535e-05, + 5.7556168030714616e-05, + 5.7398843637201935e-05, + 5.724192669731565e-05, + 5.708304524887353e-05, + 5.6920751376310363e-05, + 5.675756619893946e-05, + 5.659574890160002e-05, + 5.6435135775245726e-05, + 5.627623249893077e-05, + 5.611690357909538e-05, + 5.5961158068384975e-05, + 5.580408833338879e-05, + 5.565012907027267e-05, + 5.5497384892078117e-05, + 5.5348191381199285e-05, + 5.51993289263919e-05, + 5.505302033270709e-05, + 5.490824696607888e-05, + 5.4765470849815756e-05, + 5.46241135452874e-05, + 5.448391675599851e-05, + 5.4344469390343875e-05, + 5.420714296633378e-05, + 5.407168282545172e-05, + 5.393601531977765e-05, + 5.379953654482961e-05, + 5.366275581764057e-05, + 5.352718289941549e-05, + 5.3390456741908565e-05, + 5.32547383045312e-05, + 5.3119772928766906e-05, + 5.298481119098142e-05, + 5.285126462695189e-05, + 5.271810368867591e-05, + 5.2584113291231915e-05, + 5.2450053772190586e-05, + 5.231427712715231e-05, + 5.2177783800289035e-05, + 5.204288390814327e-05, + 5.190794399823062e-05, + 5.177269486011937e-05, + 5.1639359298860654e-05, + 5.150755896465853e-05, + 5.1376780902501196e-05, + 5.1246814109617844e-05, + 5.11173639097251e-05, + 5.0988950533792377e-05, + 5.086110104457475e-05, + 5.073537249700166e-05, + 5.0613343773875386e-05, + 5.0492057198425755e-05, + 5.037357550463639e-05, + 5.0257327529834583e-05, + 5.0141803512815386e-05, + 5.002675607101992e-05, + 4.9910788220586255e-05, + 4.9795329687185585e-05, + 4.968110079062171e-05, + 4.956671909894794e-05, + 4.9451809900347143e-05, + 4.933945820084773e-05, + 4.922734296997078e-05, + 4.911344876745716e-05, + 4.900007843389176e-05, + 4.888664261670783e-05, + 4.87734105263371e-05, + 4.866112067247741e-05, + 4.8549434723099694e-05, + 4.843987699132413e-05, + 4.833103230339475e-05, + 4.822207847610116e-05, + 4.811486724065617e-05, + 4.8007030272856355e-05, + 4.789960803464055e-05, + 4.7793175326660275e-05, + 4.7689540224382654e-05, + 4.758744398714043e-05, + 4.7484627430094406e-05, + 4.738232382806018e-05, + 4.727982377517037e-05, + 4.7178935346892104e-05, + 4.707934567704797e-05, + 4.698022530646995e-05, + 4.6880679292371497e-05, + 4.678001641877927e-05, + 4.668141991714947e-05, + 4.658406032831408e-05, + 4.6484659833367914e-05, + 4.638509199139662e-05, + 4.6285727876238525e-05, + 4.618690218194388e-05, + 4.608929521054961e-05, + 4.5991779188625515e-05, + 4.589501259033568e-05, + 4.5797092752764e-05, + 4.569753582472913e-05, + 4.559816807159223e-05, + 4.5500000851461664e-05, + 4.5402517571346834e-05, + 4.53049797215499e-05, + 4.5207500079413876e-05, + 4.511075167101808e-05, + 4.5014789066044614e-05, + 4.492007792578079e-05, + 4.482768054003827e-05, + 4.473528315429576e-05, + 4.4643446017289534e-05, + 4.4554682972375304e-05, + 4.446785897016525e-05, + 4.438075848156586e-05, + 4.4294818508205935e-05, + 4.4209205952938646e-05, + 4.412304770085029e-05, + 4.4036958570359275e-05, + 4.3951720726909116e-05, + 4.386678119772114e-05, + 4.3781885324278846e-05, + 4.369571979623288e-05, + 4.3611438741208985e-05, + 4.352866017143242e-05, + 4.3445670598885044e-05, + 4.33622881246265e-05, + 4.328042996348813e-05, + 4.3199317588005215e-05, + 4.311874363338575e-05, + 4.3040476157329977e-05, + 4.296248880564235e-05, + 4.288433774490841e-05, + 4.2806146666407585e-05, + 4.272814476280473e-05, + 4.265083043719642e-05, + 4.257263572071679e-05, + 4.2494073568377644e-05, + 4.241431815898977e-05, + 4.233619984006509e-05, + 4.225819793646224e-05, + 4.2179493902949616e-05, + 4.210036058793776e-05, + 4.202111085760407e-05, + 4.1941060771932825e-05, + 4.186215664958581e-05, + 4.178446761216037e-05, + 4.170710235484876e-05, + 4.1629024053690955e-05, + 4.1552193579263985e-05, + 4.147517029196024e-05, + 4.139926750212908e-05, + 4.132278627366759e-05, + 4.1245511965826154e-05, + 4.116847412660718e-05, + 4.109202200197615e-05, + 4.101657395949587e-05, + 4.094110045116395e-05, + 4.086631815880537e-05, + 4.079103746335022e-05, + 4.071649891557172e-05, + 4.0644354157848284e-05, + 4.057186743011698e-05, + 4.0500224713468924e-05, + 4.0428145439364016e-05, + 4.035558595205657e-05, + 4.028280091006309e-05, + 4.0210328734247014e-05, + 4.013940997538157e-05, + 4.0070171962725e-05, + 4.000057379016653e-05, + 3.9932012441568077e-05, + 3.98635929741431e-05, + 3.979599568992853e-05, + 3.972791091655381e-05, + 3.9658752939431e-05, + 3.9589918742422014e-05, + 3.9522183215012774e-05, + 3.945445132558234e-05, + 3.938821464544162e-05, + 3.9322625525528565e-05, + 3.925594864995219e-05, + 3.918826041626744e-05, + 3.9121729059843346e-05, + 3.905581252183765e-05, + 3.8989586755633354e-05, + 3.8923037209315225e-05, + 3.885646219714545e-05, + 3.879173527820967e-05, + 3.8726859202142805e-05, + 3.8661786675220355e-05, + 3.85961975553073e-05, + 3.8531954487552866e-05, + 3.8468286220449954e-05, + 3.8406415114877746e-05, + 3.834475501207635e-05, + 3.8283465983113274e-05, + 3.822254075203091e-05, + 3.816218304564245e-05, + 3.81024437956512e-05, + 3.804303560173139e-05, + 3.798240140895359e-05, + 3.7922942283330485e-05, + 3.786344677791931e-05, + 3.7804500607308e-05, + 3.774513606913388e-05, + 3.76855387003161e-05, + 3.762486812775023e-05, + 3.75639065168798e-05, + 3.7502813938772306e-05, + 3.744219065993093e-05, + 3.7381538277259097e-05, + 3.73204420611728e-05, + 3.7259203963913023e-05, + 3.719842788996175e-05, + 3.7138153857085854e-05, + 3.707828000187874e-05, + 3.7018740840721875e-05, + 3.696002022479661e-05, + 3.6901255953125656e-05, + 3.6843703128397465e-05, + 3.67869324691128e-05, + 3.672995444503613e-05, + 3.6671652196673676e-05, + 3.661372102214955e-05, + 3.655652835732326e-05, + 3.650016151368618e-05, + 3.6443678254727274e-05, + 3.638742055045441e-05, + 3.63305261998903e-05, + 3.6273027944844216e-05, + 3.6215224099578336e-05, + 3.615791138145141e-05, + 3.610112617025152e-05, + 3.60447374987416e-05, + 3.5988763556815684e-05, + 3.593426299630664e-05, + 3.587977334973402e-05, + 3.5825731174554676e-05, + 3.577118695829995e-05, + 3.571597335394472e-05, + 3.566109080566093e-05, + 3.560604454833083e-05, + 3.55517040588893e-05, + 3.5497909266268834e-05, + 3.544375431374647e-05, + 3.53888826793991e-05, + 3.533370909281075e-05, + 3.527825538185425e-05, + 3.5223074519308284e-05, + 3.516744982334785e-05, + 3.511264731059782e-05, + 3.5058328649029136e-05, + 3.50052687281277e-05, + 3.4953016438521445e-05, + 3.490099697955884e-05, + 3.48490102624055e-05, + 3.4797205444192514e-05, + 3.474588811513968e-05, + 3.469477815087885e-05, + 3.4645006962819025e-05, + 3.4595334000186995e-05, + 3.454525722190738e-05, + 3.44956642948091e-05, + 3.444575486355461e-05, + 3.439732608967461e-05, + 3.434829704929143e-05, + 3.429859134485014e-05, + 3.424923852435313e-05, + 3.420066786929965e-05, + 3.415294486330822e-05, + 3.410515273571946e-05, + 3.405739334993996e-05, + 3.400915375095792e-05, + 3.3960415748879313e-05, + 3.391199788893573e-05, + 3.3863219869090244e-05, + 3.381467831786722e-05, + 3.376575841684826e-05, + 3.3716500183800235e-05, + 3.366854434716515e-05, + 3.36211160174571e-05, + 3.357390232849866e-05, + 3.352684143465012e-05, + 3.347943857079372e-05, + 3.343217395013198e-05, + 3.3385738788638264e-05, + 3.333914719405584e-05, + 3.329289029352367e-05, + 3.324709177832119e-05, + 3.3201646147063e-05, + 3.315582944196649e-05, + 3.311020918772556e-05, + 3.3063966839108616e-05, + 3.301744436612353e-05, + 3.2970587199088186e-05, + 3.2923693652264774e-05, + 3.287788786110468e-05, + 3.283231126260944e-05, + 3.27875095536001e-05, + 3.274238406447694e-05, + 3.2697942515369505e-05, + 3.2653599191689864e-05, + 3.260928860981949e-05, + 3.256470154155977e-05, + 3.252035457990132e-05, + 3.247682616347447e-05, + 3.2433777960250154e-05, + 3.2390595151809976e-05, + 3.234729956602678e-05, + 3.2303782063536346e-05, + 3.225914406357333e-05, + 3.221484075766057e-05, + 3.2170937629416585e-05, + 3.212693627574481e-05, + 3.2082822144730017e-05, + 3.2039140933193266e-05, + 3.199565253453329e-05, + 3.195234603481367e-05, + 3.1909115932649e-05, + 3.1865467462921515e-05, + 3.182174623361789e-05, + 3.1777955882716924e-05, + 3.173474397044629e-05, + 3.16917103191372e-05, + 3.164881491102278e-05, + 3.160585038131103e-05, + 3.1562787626171485e-05, + 3.151986311422661e-05, + 3.147708048345521e-05, + 3.143470530631021e-05, + 3.1392875825986266e-05, + 3.135107908747159e-05, + 3.131002449663356e-05, + 3.126896626781672e-05, + 3.1227897125063464e-05, + 3.118731183349155e-05, + 3.114743594778702e-05, + 3.1108047551242635e-05, + 3.106907388428226e-05, + 3.1030929676489905e-05, + 3.0993178370408714e-05, + 3.095569263678044e-05, + 3.091825783485547e-05, + 3.0880644771968946e-05, + 3.084379932261072e-05, + 3.080693932133727e-05, + 3.077085784752853e-05, + 3.073514744755812e-05, + 3.0699276976520196e-05, + 3.066357021452859e-05, + 3.062759788008407e-05, + 3.059139271499589e-05, + 3.05550274788402e-05, + 3.0518724088324234e-05, + 3.0482178772217594e-05, + 3.0445613447227515e-05, + 3.0409202736336738e-05, + 3.037277565454133e-05, + 3.0335813789861277e-05, + 3.0298222554847598e-05, + 3.0260302082751878e-05, + 3.0222345230868086e-05, + 3.018474490090739e-05, + 3.0146695280564018e-05, + 3.0108747523627244e-05, + 3.0071478249737993e-05, + 3.003351048391778e-05, + 2.9995717341080308e-05, + 2.9958084269310348e-05, + 2.9920418455731124e-05, + 2.988249070767779e-05, + 2.9844548407709226e-05, + 2.9806788006681018e-05, + 2.9769375032628886e-05, + 2.9732702387264e-05, + 2.9696107958443463e-05, + 2.9659271604032256e-05, + 2.9622480724356137e-05, + 2.95858335448429e-05, + 2.9549228202085942e-05, + 2.951318492705468e-05, + 2.9477712814696133e-05, + 2.9442573577398434e-05, + 2.9407679903670214e-05, + 2.9373068173299544e-05, + 2.933886571554467e-05, + 2.930437221948523e-05, + 2.92701915896032e-05, + 2.9235652618808672e-05, + 2.9201381039456464e-05, + 2.9167422326281667e-05, + 2.913337084464729e-05, + 2.9099670427967794e-05, + 2.906575900851749e-05, + 2.9031469239271246e-05, + 2.899723949667532e-05, + 2.896288424381055e-05, + 2.8928890969837084e-05, + 2.8895325158373453e-05, + 2.8861953978776e-05, + 2.8828293579863384e-05, + 2.8794791433028877e-05, + 2.8761369321728125e-05, + 2.8728594770655036e-05, + 2.869561103580054e-05, + 2.8662727345363237e-05, + 2.86309023067588e-05, + 2.85992009594338e-05, + 2.8567421395564452e-05, + 2.8535736419144087e-05, + 2.8503935027401894e-05, + 2.847237374226097e-05, + 2.844054688466713e-05, + 2.840835804818198e-05, + 2.8376216505421326e-05, + 2.834384940797463e-05, + 2.8311280402704142e-05, + 2.827832031471189e-05, + 2.8245420253369957e-05, + 2.8212753022671677e-05, + 2.8179438231745735e-05, + 2.814641447912436e-05, + 2.811306512739975e-05, + 2.8079790354240686e-05, + 2.804596624628175e-05, + 2.8012074835714884e-05, + 2.797855449898634e-05, + 2.7945206966251135e-05, + 2.7912836230825633e-05, + 2.7880509151145816e-05, + 2.7848529498442076e-05, + 2.7816755391540937e-05, + 2.778526868496556e-05, + 2.7753672839025967e-05, + 2.772253537841607e-05, + 2.7691436116583645e-05, + 2.7660493287839927e-05, + 2.762977237580344e-05, + 2.7599158784141764e-05, + 2.7568661607801914e-05, + 2.7538266294868663e-05, + 2.750792191363871e-05, + 2.747833241301123e-05, + 2.7449072149465792e-05, + 2.7420095648267306e-05, + 2.7390997274778783e-05, + 2.7361778847989626e-05, + 2.733235487539787e-05, + 2.7302918169880286e-05, + 2.727371611399576e-05, + 2.724439764278941e-05, + 2.721537384786643e-05, + 2.7186339139007032e-05, + 2.7157315344084054e-05, + 2.7128142392029986e-05, + 2.7098747523268685e-05, + 2.7069076168118045e-05, + 2.7039866836275905e-05, + 2.7010717531084083e-05, + 2.698212665563915e-05, + 2.6953346605296247e-05, + 2.6924637495540082e-05, + 2.6896117560681887e-05, + 2.6867666747421026e-05, + 2.683929051272571e-05, + 2.681123442016542e-05, + 2.6782741770148277e-05, + 2.6754396458272822e-05, + 2.6726491341833025e-05, + 2.6698395231505856e-05, + 2.66698443738278e-05, + 2.664124440343585e-05, + 2.6612715373630635e-05, + 2.6584066290524788e-05, + 2.6555628210189752e-05, + 2.652755574672483e-05, + 2.6499506930122152e-05, + 2.6471367164049298e-05, + 2.644301093823742e-05, + 2.641459650476463e-05, + 2.6386167519376613e-05, + 2.6357547540101223e-05, + 2.6328856620239094e-05, + 2.6300313038518652e-05, + 2.6271954993717372e-05, + 2.624368244141806e-05, + 2.6215471734758466e-05, + 2.6187381081399508e-05, + 2.615895209601149e-05, + 2.613119977468159e-05, + 2.610330739116762e-05, + 2.6075776986544952e-05, + 2.6048503059428185e-05, + 2.60220913332887e-05, + 2.5995583200710826e-05, + 2.5969393391278572e-05, + 2.5943680157070048e-05, + 2.5918243409250863e-05, + 2.5892870326060802e-05, + 2.586765549494885e-05, + 2.5842742616077885e-05, + 2.5818033464020118e-05, + 2.5792860469664447e-05, + 2.57678530033445e-05, + 2.57428710028762e-05, + 2.5717645257827826e-05, + 2.569242860772647e-05, + 2.5667530280770734e-05, + 2.5642946638981812e-05, + 2.561812652857043e-05, + 2.5593202735763043e-05, + 2.5568195269443095e-05, + 2.5542976800352335e-05, + 2.5517618269077502e-05, + 2.549192140577361e-05, + 2.546610812714789e-05, + 2.5440307581447996e-05, + 2.5414830815861933e-05, + 2.538949775043875e-05, + 2.5364071916555986e-05, + 2.533875340304803e-05, + 2.5313043806818314e-05, + 2.5287470634793863e-05, + 2.5261797418352216e-05, + 2.523648799979128e-05, + 2.52112586167641e-05, + 2.518623114156071e-05, + 2.516159111110028e-05, + 2.5137233023997396e-05, + 2.511304228391964e-05, + 2.5088918846449815e-05, + 2.5064859073609114e-05, + 2.504127587599214e-05, + 2.501747803762555e-05, + 2.4993914848892018e-05, + 2.4970464437501505e-05, + 2.494698310329113e-05, + 2.4923316232161596e-05, + 2.489960752427578e-05, + 2.4875911549315788e-05, + 2.4852051865309477e-05, + 2.482834861439187e-05, + 2.4804328859318048e-05, + 2.4780241801636294e-05, + 2.4756342099863105e-05, + 2.473257336532697e-05, + 2.4708726414246485e-05, + 2.468485945428256e-05, + 2.466098521836102e-05, + 2.4636723537696525e-05, + 2.4612483684904873e-05, + 2.45881819864735e-05, + 2.4564073100918904e-05, + 2.453991874062922e-05, + 2.4516191842849366e-05, + 2.4492721422575414e-05, + 2.4469534764648415e-05, + 2.4446295356028713e-05, + 2.4423083232250065e-05, + 2.4399863832513802e-05, + 2.4376646251766942e-05, + 2.435351416352205e-05, + 2.4330534870387055e-05, + 2.430757012916729e-05, + 2.4284503524540924e-05, + 2.426147875667084e-05, + 2.423851765342988e-05, + 2.421542194497306e-05, + 2.4191873308154754e-05, + 2.4168528398149647e-05, + 2.4144908820744604e-05, + 2.4121505703078583e-05, + 2.4098164431052282e-05, + 2.4075035980786197e-05, + 2.405169107078109e-05, + 2.402872451057192e-05, + 2.400590710749384e-05, + 2.398326796537731e-05, + 2.396055424469523e-05, + 2.3938322556205094e-05, + 2.3916052668937482e-05, + 2.3893653633422218e-05, + 2.3871320081525482e-05, + 2.3848884666222148e-05, + 2.3826287360861897e-05, + 2.3803628209861927e-05, + 2.378120188950561e-05, + 2.3759075702400878e-05, + 2.3737016817904077e-05, + 2.371497430431191e-05, + 2.369303911109455e-05, + 2.367106753808912e-05, + 2.3649023205507547e-05, + 2.3626987967872992e-05, + 2.3604981834068894e-05, + 2.358308483962901e-05, + 2.3561136913485825e-05, + 2.3539216272183694e-05, + 2.351729381189216e-05, + 2.349549140490126e-05, + 2.3473647161154076e-05, + 2.3451868401025422e-05, + 2.343014239158947e-05, + 2.34084072872065e-05, + 2.3386839529848658e-05, + 2.3365400920738466e-05, + 2.334386772417929e-05, + 2.332293297513388e-05, + 2.3302020053961314e-05, + 2.3281194444280118e-05, + 2.3260497982846573e-05, + 2.323993612662889e-05, + 2.321945794392377e-05, + 2.3198750568553805e-05, + 2.3178201445261948e-05, + 2.3157566829468124e-05, + 2.3137028620112687e-05, + 2.3116481315810233e-05, + 2.3096023141988553e-05, + 2.3075965145835653e-05, + 2.3055799829307944e-05, + 2.303561268490739e-05, + 2.3015447368379682e-05, + 2.299551124451682e-05, + 2.2975600586505607e-05, + 2.2955444364924915e-05, + 2.293535362696275e-05, + 2.2915082809049636e-05, + 2.289488838869147e-05, + 2.287481584062334e-05, + 2.2854819690110162e-05, + 2.2834754417999648e-05, + 2.281465640407987e-05, + 2.279446562170051e-05, + 2.2774302124162205e-05, + 2.2754305973649025e-05, + 2.2734202502761036e-05, + 2.271416269650217e-05, + 2.2694222934660502e-05, + 2.2674676074529998e-05, + 2.2655356588074937e-05, + 2.2635904315393418e-05, + 2.2616335627390072e-05, + 2.2596808776143007e-05, + 2.2577267372980714e-05, + 2.2557673219125718e-05, + 2.2538122721016407e-05, + 2.2518814148497768e-05, + 2.2499247279483825e-05, + 2.247973134217318e-05, + 2.2460280888481066e-05, + 2.2440817701863125e-05, + 2.2420987079385668e-05, + 2.240144385723397e-05, + 2.2381846065400168e-05, + 2.2362612071447074e-05, + 2.2343467207974754e-05, + 2.2324318706523627e-05, + 2.230543759651482e-05, + 2.2286438252194785e-05, + 2.226770084234886e-05, + 2.2248841560212895e-05, + 2.2230093236430548e-05, + 2.2211710529518314e-05, + 2.21935442823451e-05, + 2.217516339442227e-05, + 2.2156775230541825e-05, + 2.2138354324852116e-05, + 2.211980063293595e-05, + 2.210122511314694e-05, + 2.2083038857090287e-05, + 2.206471071986016e-05, + 2.2046349840820767e-05, + 2.2028118110029027e-05, + 2.2009911845088936e-05, + 2.199155460402835e-05, + 2.1973246475681663e-05, + 2.1954841940896586e-05, + 2.193667933170218e-05, + 2.1918573111179285e-05, + 2.190029226767365e-05, + 2.188188227592036e-05, + 2.186334677389823e-05, + 2.1844747607246973e-05, + 2.1825933799846098e-05, + 2.1807243683724664e-05, + 2.1788910089526325e-05, + 2.1770330931758508e-05, + 2.1751780877821147e-05, + 2.1732872482971288e-05, + 2.171404230466578e-05, + 2.169529761886224e-05, + 2.167648017348256e-05, + 2.1657790057361126e-05, + 2.1639276383211836e-05, + 2.1620937332045287e-05, + 2.1602611013804562e-05, + 2.1584344722214155e-05, + 2.1565907445619814e-05, + 2.154735011572484e-05, + 2.1529038349399343e-05, + 2.151076841983013e-05, + 2.1492565792868845e-05, + 2.147449049516581e-05, + 2.1456440663314424e-05, + 2.1438403564388864e-05, + 2.1420442863018252e-05, + 2.1402731363195926e-05, + 2.1385078071034513e-05, + 2.1367846784414724e-05, + 2.135076283593662e-05, + 2.133378802682273e-05, + 2.1316749553079717e-05, + 2.1299707441357896e-05, + 2.1282910893205553e-05, + 2.1266429030220024e-05, + 2.1250136342132464e-05, + 2.1234089217614383e-05, + 2.1217958419583738e-05, + 2.1201747586019337e-05, + 2.1185294826864265e-05, + 2.1168638340895995e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9804761409759521, + 1.0, + 1.0, + 0.9685677886009216, + 0.9966999292373657, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9777194261550903, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998335242271423, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956458806991577, + 0.9978888630867004, + 0.9996976852416992, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995820164680481, + 0.9795179963111877, + 1.0, + 1.0, + 1.0, + 1.0, + 0.979148805141449, + 0.987744927406311, + 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, + 0.9895806908607483, + 1.0, + 1.0, + 1.0, + 0.9934335350990295, + 0.9855138063430786, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973737597465515, + 0.9902961850166321, + 0.9933525323867798, + 0.9992069602012634, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987964034080505, + 1.0, + 0.9953818917274475, + 1.0, + 0.9904721975326538, + 0.9963173866271973, + 0.9909498691558838, + 0.9983270764350891, + 0.9950636625289917, + 1.0, + 0.9942479729652405, + 0.9809750914573669, + 0.9904662370681763, + 0.9959991574287415, + 1.0, + 0.9889382123947144, + 0.9966278076171875, + 1.0, + 1.0, + 0.9873480200767517, + 1.0, + 1.0, + 0.9903689622879028, + 0.9974334239959717, + 0.9933190941810608, + 1.0, + 1.0, + 0.9898176789283752, + 1.0, + 1.0, + 0.9975847005844116, + 0.9907808303833008, + 1.0, + 1.0, + 0.9998623132705688, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9896441698074341, + 1.0, + 0.9959588050842285, + 0.9980387687683105, + 0.9963409304618835, + 1.0, + 1.0, + 0.9710624814033508, + 1.0, + 0.998074471950531, + 1.0, + 1.0, + 0.9929932951927185, + 1.0, + 1.0, + 1.0, + 0.9969555735588074, + 1.0, + 1.0, + 1.0, + 1.0, + 0.98894864320755, + 1.0, + 0.9849699139595032, + 1.0, + 1.0, + 1.0, + 0.9988605380058289, + 1.0, + 0.9931613206863403, + 1.0, + 1.0, + 0.9921311140060425, + 0.9711569547653198, + 1.0, + 0.9862884879112244, + 1.0, + 0.9735096096992493, + 0.994648277759552, + 0.9916907548904419, + 1.0, + 1.0, + 1.0, + 0.9877865314483643, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950640797615051, + 0.9997318983078003, + 1.0, + 0.9874594211578369, + 0.9806994795799255, + 0.9923640489578247, + 0.9858400821685791, + 0.9835042953491211, + 0.9962159991264343, + 0.9910275936126709, + 1.0, + 1.0, + 0.9955496788024902, + 1.0, + 0.9971910715103149, + 1.0, + 0.9965093731880188, + 0.9927340745925903, + 0.9991934895515442, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970254898071289, + 0.9756271839141846, + 0.9966729879379272, + 1.0, + 1.0, + 0.9988842606544495, + 0.9839075803756714, + 0.9922839999198914, + 0.993116021156311, + 0.995450496673584, + 0.9878777861595154, + 0.9840160608291626, + 0.9957625269889832, + 1.0, + 1.0, + 1.0, + 0.9940688014030457, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978524386882782, + 0.9949076175689697, + 1.0, + 1.0, + 0.9915496706962585, + 1.0, + 0.997553288936615, + 0.9973950982093811, + 0.9941856861114502, + 1.0, + 0.9899247884750366, + 1.0, + 0.9917432069778442, + 1.0, + 1.0, + 0.9927809834480286, + 0.9922250509262085, + 1.0, + 0.9985100626945496, + 0.9833252429962158, + 1.0, + 1.0, + 0.991402804851532, + 0.9864103198051453, + 0.9979068636894226, + 0.9846687912940979, + 1.0, + 0.9962103962898254, + 1.0, + 0.9994022846221924, + 0.9970483183860779, + 1.0, + 0.9937702417373657, + 0.999415934085846, + 1.0, + 0.999069333076477, + 1.0, + 1.0, + 1.0, + 0.9998376369476318, + 0.9948393702507019, + 1.0, + 0.9985798597335815, + 0.996795654296875, + 0.9906268119812012, + 1.0, + 1.0, + 0.991693913936615, + 0.9836885929107666, + 0.9926965832710266, + 1.0, + 0.9796415567398071, + 0.9999051094055176, + 1.0, + 0.991201639175415, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987236261367798, + 0.9995973706245422, + 0.9967772960662842, + 1.0, + 0.9843562841415405, + 1.0, + 0.9869272708892822, + 0.998924195766449, + 0.983296811580658, + 1.0, + 0.9897028803825378, + 0.9959719777107239, + 0.9925460815429688, + 0.9963091015815735, + 0.998037576675415, + 1.0, + 0.9909120798110962, + 0.99236661195755, + 1.0, + 1.0, + 1.0, + 0.9972601532936096, + 1.0, + 0.9988346099853516, + 1.0, + 1.0, + 0.9957391619682312, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947054386138916, + 1.0, + 1.0, + 0.9922056794166565, + 0.9951749444007874, + 0.99857097864151, + 1.0, + 1.0, + 0.9981643557548523, + 1.0, + 0.9894617199897766, + 0.9764314293861389, + 1.0, + 0.9825320839881897, + 0.9866795539855957, + 0.9993830919265747, + 1.0, + 1.0, + 1.0, + 0.9949080944061279, + 1.0, + 1.0, + 0.9832186102867126, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972813725471497, + 1.0, + 0.9863948225975037, + 0.9989268183708191, + 1.0, + 0.9893438220024109, + 1.0, + 1.0, + 0.9961937069892883, + 0.9788274168968201, + 0.9906530976295471, + 1.0, + 1.0, + 1.0, + 0.9893649220466614, + 0.9922066926956177, + 1.0, + 1.0, + 1.0, + 0.9844881892204285, + 0.9924613833427429, + 1.0, + 1.0, + 1.0, + 0.9997394680976868, + 0.9928255677223206, + 1.0, + 0.9977522492408752, + 1.0, + 1.0, + 1.0, + 0.9931191205978394, + 0.9982973337173462, + 1.0, + 1.0, + 0.9977272748947144, + 0.9973369240760803, + 0.9921069145202637, + 0.9804657697677612, + 1.0, + 0.9989005923271179, + 0.9712291359901428, + 0.9827890992164612, + 1.0, + 0.9914913177490234, + 1.0, + 1.0, + 1.0, + 0.9947111010551453, + 1.0, + 1.0, + 1.0, + 0.9826469421386719, + 0.9869458675384521, + 1.0, + 1.0, + 0.9861940145492554, + 0.9953275918960571, + 0.9977877736091614, + 0.9756290912628174, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953910708427429, + 1.0, + 1.0, + 1.0, + 0.983873188495636, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990135133266449, + 0.989076554775238, + 1.0, + 1.0, + 0.9885960221290588, + 1.0, + 0.9897645115852356, + 1.0, + 1.0, + 1.0, + 0.9969467520713806, + 0.9912013411521912, + 1.0, + 0.9954301118850708, + 1.0, + 0.9945315718650818, + 0.9720491766929626, + 1.0, + 0.9925596714019775, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9826925992965698, + 0.9803715348243713, + 1.0, + 0.9892025589942932, + 1.0, + 0.9920576214790344, + 1.0, + 1.0, + 0.9994848966598511, + 0.9881643652915955, + 1.0, + 0.9819393157958984, + 0.994145393371582, + 1.0, + 1.0, + 0.9871954321861267, + 0.9947323203086853, + 1.0, + 1.0, + 1.0, + 0.9761561155319214, + 1.0, + 1.0, + 1.0, + 0.9837139248847961, + 0.9949297308921814, + 0.9755598902702332, + 1.0, + 0.9976910352706909, + 0.9978815317153931, + 0.9943802952766418, + 0.99336177110672, + 0.9984287619590759, + 1.0, + 0.9842478632926941, + 1.0, + 0.9942837953567505, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9961734414100647, + 1.0, + 1.0, + 1.0, + 0.9963417649269104, + 0.9955403208732605, + 0.9973055124282837, + 0.9984127283096313, + 0.9899535775184631, + 1.0, + 0.9830606579780579, + 0.9900349974632263, + 1.0, + 1.0, + 0.9973651170730591, + 0.9909229278564453, + 0.9894384741783142, + 1.0, + 0.9996050596237183, + 1.0, + 1.0, + 1.0, + 0.9953540563583374, + 0.9945017099380493, + 0.9966927766799927, + 0.9965478777885437, + 0.9772642850875854, + 1.0, + 0.9953693151473999, + 1.0, + 1.0, + 0.997722864151001, + 1.0, + 0.9909311532974243, + 0.9936240315437317, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988184571266174, + 1.0, + 0.9888707399368286, + 0.9950771927833557, + 0.9804065227508545, + 0.9882811903953552, + 0.9991266131401062, + 1.0, + 1.0, + 0.9940497875213623, + 0.9994604587554932, + 0.9774103760719299, + 1.0, + 1.0, + 0.9937122464179993, + 1.0, + 0.9736605286598206, + 1.0, + 1.0, + 0.9962863922119141, + 0.9876486659049988, + 0.9857959151268005, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968051910400391, + 1.0, + 0.998698353767395, + 1.0, + 1.0, + 0.9768282771110535, + 0.9923830032348633, + 0.9988023042678833, + 1.0, + 1.0, + 1.0, + 0.9859849214553833, + 1.0, + 0.9961960911750793, + 0.9933261275291443, + 0.9954414367675781, + 1.0, + 0.9990370869636536, + 1.0, + 1.0, + 1.0, + 1.0, + 0.98016357421875, + 0.9982610940933228, + 0.9861472845077515, + 1.0, + 0.9881138801574707, + 1.0, + 1.0, + 1.0, + 0.9977051019668579, + 0.9848651885986328, + 0.992045521736145, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957602620124817, + 0.9941924810409546, + 1.0, + 1.0, + 0.9935261011123657, + 0.9987098574638367, + 0.9990188479423523, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989983856678009, + 0.9990318417549133, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999200701713562, + 0.9936388731002808, + 0.9903166890144348, + 1.0, + 0.9853999614715576, + 1.0, + 1.0, + 0.9913077354431152, + 0.9857925176620483, + 0.9906035661697388, + 0.992489218711853, + 0.9814465045928955, + 0.992601215839386, + 0.9956881999969482, + 1.0, + 1.0, + 0.9823659062385559, + 1.0, + 0.981526255607605, + 0.9923851490020752, + 1.0, + 0.9980414509773254, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984785318374634, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9936636090278625, + 1.0, + 1.0, + 0.9850360751152039, + 1.0, + 0.9984035491943359, + 0.9987078905105591, + 1.0, + 1.0, + 1.0, + 0.9981721043586731, + 0.9938215613365173, + 0.9830799102783203, + 1.0, + 1.0, + 1.0, + 0.9990498423576355, + 1.0, + 0.9875943064689636, + 0.9869496822357178, + 0.9934133291244507, + 0.9957625865936279, + 0.9946430921554565, + 0.9908559918403625, + 1.0, + 0.9938384890556335, + 1.0, + 0.9950284361839294, + 0.9934996962547302, + 1.0, + 0.992405354976654, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922332167625427, + 0.9900466799736023, + 0.9968873858451843, + 1.0, + 0.9979695677757263, + 1.0, + 0.9832343459129333, + 1.0, + 0.9996000528335571, + 0.9703794121742249, + 0.9986944794654846, + 1.0, + 0.9996748566627502, + 1.0, + 0.995048999786377, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995749831199646, + 1.0, + 0.9942288994789124, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918944835662842, + 0.9976364970207214, + 0.9734911322593689, + 1.0, + 0.9921368360519409, + 0.9962854981422424, + 0.9935234785079956, + 1.0, + 0.9880396723747253, + 1.0, + 0.9976441860198975, + 0.9953749775886536, + 0.9992309808731079, + 0.9988047480583191, + 0.9992458820343018, + 1.0, + 0.9776105880737305, + 0.9912649393081665, + 0.9927948117256165, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944381713867188, + 1.0, + 0.9924693703651428, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9868766665458679, + 1.0, + 0.9832913279533386, + 1.0, + 0.9999834895133972, + 0.9959468245506287, + 0.9999337792396545, + 1.0, + 0.9910994172096252, + 1.0, + 0.9972782135009766, + 0.9868637323379517, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9951127767562866, + 0.9896462559700012, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973568320274353, + 0.9961109757423401, + 0.9994804263114929, + 1.0, + 0.9983309507369995, + 1.0, + 0.9787634015083313, + 1.0, + 0.9895329475402832, + 0.9931181073188782, + 0.970677375793457, + 1.0, + 0.9902923703193665, + 0.9840766787528992, + 0.9914881587028503, + 0.9998469948768616, + 0.9960724115371704, + 0.990219235420227, + 0.9940010905265808, + 1.0, + 0.9955500960350037, + 1.0, + 1.0, + 1.0, + 0.9897329807281494, + 0.9895585775375366, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9896968007087708, + 0.9966920614242554, + 1.0, + 0.9981563687324524, + 1.0, + 0.9970549941062927, + 1.0, + 0.9882279634475708, + 0.9992454051971436, + 0.9942001104354858, + 0.9868295788764954, + 0.9907804131507874, + 0.9952895045280457, + 0.9995682239532471, + 0.9994351863861084, + 0.9826124310493469, + 1.0, + 0.9923210740089417, + 0.9973530769348145, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955964684486389, + 1.0, + 1.0, + 0.9943907856941223, + 0.9967812299728394, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942730665206909, + 1.0, + 0.9846674799919128, + 0.9912942051887512, + 0.990119993686676, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985636472702026, + 0.9955393075942993, + 1.0, + 1.0, + 1.0, + 0.9996137022972107, + 1.0, + 1.0, + 0.9937161803245544, + 1.0, + 0.9930039644241333, + 0.9997032284736633, + 0.9931556582450867, + 1.0, + 0.9860802292823792, + 0.9958203434944153, + 0.9942823648452759, + 1.0, + 0.9810357689857483, + 1.0, + 1.0, + 0.9993934631347656, + 1.0, + 1.0, + 1.0, + 0.9920085072517395, + 0.9887912273406982, + 0.9990114569664001, + 1.0, + 0.9972590804100037, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972844123840332, + 1.0, + 1.0, + 1.0, + 0.9966222047805786, + 1.0, + 0.9991680383682251, + 0.9997329115867615, + 1.0, + 0.9946545958518982, + 0.9959655404090881, + 1.0, + 0.9742071032524109, + 1.0, + 0.9981140494346619, + 0.9957850575447083, + 0.9955401420593262, + 0.9979962110519409, + 1.0, + 0.9944102168083191, + 1.0, + 0.9973918795585632, + 1.0, + 0.9977295994758606, + 0.9826186895370483, + 1.0, + 1.0, + 1.0, + 0.9906455278396606, + 1.0, + 1.0, + 0.9988856315612793, + 1.0, + 0.9983689188957214, + 0.9958033561706543, + 0.9984076023101807, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9940247535705566, + 1.0, + 0.9987652897834778, + 0.9971790313720703, + 0.9822472929954529, + 0.9903564453125, + 1.0, + 1.0, + 0.9999036192893982, + 1.0, + 1.0, + 0.9997608065605164, + 0.9896790981292725, + 1.0, + 0.9994602799415588, + 0.9986022114753723, + 1.0, + 1.0, + 0.9874945878982544, + 1.0, + 0.983450710773468, + 0.9973254203796387, + 1.0, + 0.9880066514015198, + 1.0, + 0.9881685376167297, + 1.0, + 0.9960534572601318, + 0.9823631644248962, + 0.9901461005210876, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9809610843658447, + 1.0, + 1.0, + 0.9949660301208496, + 1.0, + 1.0, + 0.9993261098861694, + 1.0, + 0.9887619018554688, + 0.9987263679504395, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954622387886047, + 0.9828169345855713, + 1.0, + 1.0, + 1.0, + 0.9979696273803711, + 0.9974492192268372, + 1.0, + 0.995202898979187, + 0.9927161931991577, + 0.992509663105011, + 1.0, + 0.9985820651054382, + 1.0, + 1.0, + 0.9888632297515869, + 0.9994949698448181, + 0.998407781124115, + 0.9950623512268066, + 1.0, + 1.0, + 0.9976158142089844, + 0.9880812168121338, + 0.9986112117767334, + 0.9780761003494263, + 0.9932258129119873, + 0.995351254940033, + 1.0, + 1.0, + 0.9875240325927734, + 0.9829171299934387, + 0.9901701807975769, + 0.9867022037506104, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 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_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_scalar_eval.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..8cd383d5c9178c719b159cd68b2de6fd0a147364 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 7945.201171875, + "strength": 5487.46728515625, + "max_strength": 6608.69970703125, + "final_strength": 6182.60009765625, + "sample_efficiency": 3.358882736392843e-07, + "training_efficiency": 2.116863106493838e-05, + "stability": 0.996253252029419 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_scalar_train.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..8cd383d5c9178c719b159cd68b2de6fd0a147364 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 7945.201171875, + "strength": 5487.46728515625, + "max_strength": 6608.69970703125, + "final_strength": 6182.60009765625, + "sample_efficiency": 3.358882736392843e-07, + "training_efficiency": 2.116863106493838e-05, + "stability": 0.996253252029419 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_train.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..01fa0493a959c5e28e67397ecd3c1b5a3f5753de --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s1_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 7945.201171875, + "strength": 5487.46728515625, + "max_strength": 6608.69970703125, + "final_strength": 6182.60009765625, + "sample_efficiency": 3.358882736392843e-07, + "training_efficiency": 2.116863106493838e-05, + "stability": 0.996253252029419 + }, + "local": { + "mean_returns": [ + 58.33333206176758, + 1860.0, + 2821.25, + 2950.0, + 3066.45166015625, + 3073.611083984375, + 3178.9130859375, + 3149.230712890625, + 3151.896484375, + 3198.823486328125, + 3150.410888671875, + 3145.48779296875, + 3151.976806640625, + 3180.842041015625, + 3235.0, + 3256.39990234375, + 3220.800048828125, + 3262.39990234375, + 3274.300048828125, + 3287.0, + 3354.5, + 3391.10009765625, + 3425.800048828125, + 3460.800048828125, + 3460.5, + 3470.89990234375, + 3472.199951171875, + 3508.39990234375, + 3526.699951171875, + 3547.5, + 3576.800048828125, + 3656.699951171875, + 3648.0, + 3643.800048828125, + 3643.199951171875, + 3701.89990234375, + 3771.5, + 3902.800048828125, + 3987.699951171875, + 4001.89990234375, + 4088.300048828125, + 4172.2001953125, + 4242.39990234375, + 4231.60009765625, + 4178.89990234375, + 4231.2001953125, + 4257.2998046875, + 4319.60009765625, + 4358.7001953125, + 4302.39990234375, + 4270.0, + 4416.7998046875, + 4502.60009765625, + 4555.7998046875, + 4566.60009765625, + 4679.7001953125, + 4696.5, + 4834.2001953125, + 5002.60009765625, + 5028.60009765625, + 5114.89990234375, + 5128.7001953125, + 5241.39990234375, + 5314.7998046875, + 5455.0, + 5493.89990234375, + 5526.39990234375, + 5486.10009765625, + 5548.89990234375, + 5575.2998046875, + 5633.2998046875, + 5607.2001953125, + 5550.0, + 5614.60009765625, + 5667.10009765625, + 5685.0, + 5718.2998046875, + 5770.89990234375, + 5760.10009765625, + 5720.2998046875, + 5693.2998046875, + 5690.10009765625, + 5816.5, + 5898.2998046875, + 5951.60009765625, + 6061.89990234375, + 6056.60009765625, + 6162.7001953125, + 6141.89990234375, + 6182.2001953125, + 6139.10009765625, + 6122.60009765625, + 6082.2001953125, + 6074.7998046875, + 6053.0, + 6057.10009765625, + 6031.7998046875, + 5948.60009765625, + 5907.7001953125, + 5890.7001953125, + 5916.5, + 5869.39990234375, + 5855.2001953125, + 5921.60009765625, + 5926.7001953125, + 5872.7001953125, + 5888.89990234375, + 5946.7998046875, + 5905.5, + 5894.60009765625, + 5866.2998046875, + 5929.39990234375, + 5930.7001953125, + 5887.2001953125, + 5931.0, + 5964.39990234375, + 5954.0, + 5914.39990234375, + 5966.2998046875, + 6017.7001953125, + 6017.10009765625, + 6027.60009765625, + 6064.0, + 6117.10009765625, + 6158.5, + 6111.89990234375, + 6112.7001953125, + 6094.7001953125, + 6086.0, + 6069.7998046875, + 6103.7998046875, + 6154.5, + 6024.39990234375, + 6125.0, + 6116.39990234375, + 6122.0, + 6154.2998046875, + 6122.7998046875, + 6175.10009765625, + 6192.7998046875, + 6224.2998046875, + 6210.39990234375, + 6213.2998046875, + 6247.7001953125, + 6306.89990234375, + 6418.2001953125, + 6365.60009765625, + 6449.0, + 6377.0, + 6465.7998046875, + 6524.39990234375, + 6573.39990234375, + 6567.7998046875, + 6586.5, + 6552.7998046875, + 6584.89990234375, + 6589.39990234375, + 6550.60009765625, + 6409.5, + 6442.89990234375, + 6377.2998046875, + 6418.7998046875, + 6292.7001953125, + 6267.89990234375, + 6229.60009765625, + 6247.5, + 6292.60009765625, + 6292.7998046875, + 6236.2001953125, + 6272.39990234375, + 6325.60009765625, + 6485.0, + 6574.2998046875, + 6643.5, + 6685.60009765625, + 6747.7001953125, + 6805.10009765625, + 6846.5, + 6881.2998046875, + 6905.7998046875, + 6879.89990234375, + 6878.5, + 6905.60009765625, + 6839.7998046875, + 6739.7998046875, + 6701.0, + 6629.60009765625, + 6547.60009765625, + 6529.10009765625, + 6485.39990234375, + 6497.2998046875, + 6534.7001953125, + 6513.0, + 6607.10009765625, + 6593.2001953125, + 6672.0, + 6654.5, + 6618.2001953125, + 6614.2001953125, + 6666.5, + 6691.0, + 6741.5, + 6864.0, + 6894.7001953125, + 6956.2998046875, + 6974.5, + 7004.2001953125, + 6988.2998046875, + 6858.39990234375, + 6841.10009765625, + 6887.7001953125, + 6946.5, + 6940.60009765625, + 6855.60009765625, + 6815.5, + 6780.0, + 6756.7001953125, + 6694.89990234375, + 6614.39990234375, + 6593.39990234375, + 6676.5, + 6786.2001953125, + 6868.2998046875, + 6837.39990234375, + 6893.2001953125, + 6954.7998046875, + 6974.2998046875, + 7036.7998046875, + 6921.2998046875, + 6894.5, + 6906.60009765625, + 6960.2001953125, + 6915.39990234375, + 6930.89990234375, + 6918.0, + 6904.2998046875, + 6873.7998046875, + 6879.2998046875, + 6826.7001953125, + 6927.0, + 6883.5, + 6928.7998046875, + 7061.0, + 7022.0, + 6980.2998046875, + 7028.0, + 7020.0, + 6930.60009765625, + 6957.7001953125, + 7032.39990234375, + 6986.2001953125, + 6913.7998046875, + 6902.7998046875, + 6822.39990234375, + 6857.10009765625, + 6837.39990234375, + 6845.10009765625, + 6842.0, + 6826.7001953125, + 6827.2998046875, + 6795.10009765625, + 6792.10009765625, + 6924.2001953125, + 6919.2998046875, + 7019.5, + 7133.2001953125, + 7201.5, + 7200.60009765625, + 7172.0, + 7221.39990234375, + 7213.5, + 7195.7001953125, + 7143.7998046875, + 7149.2998046875, + 7160.60009765625, + 7114.89990234375, + 7025.89990234375, + 6986.7001953125, + 7037.2001953125, + 6927.7001953125, + 6927.2001953125, + 7000.5, + 6953.5, + 7023.10009765625, + 7045.0, + 7149.5, + 7306.2001953125, + 7377.7998046875, + 7370.5, + 7368.2001953125, + 7349.7998046875, + 7405.2998046875, + 7315.39990234375, + 7403.39990234375, + 7328.2998046875, + 7322.2001953125, + 7227.60009765625, + 7252.39990234375, + 7194.7998046875, + 7172.5, + 7131.39990234375, + 7111.2001953125, + 7100.5, + 7105.39990234375, + 7055.89990234375, + 7014.7001953125, + 7055.7998046875, + 7123.7001953125, + 7169.89990234375, + 7154.7998046875, + 7236.2001953125, + 7229.7001953125, + 7233.39990234375, + 7267.7998046875, + 7243.89990234375, + 7264.39990234375, + 7334.2001953125, + 7372.89990234375, + 7483.10009765625, + 7551.5, + 7520.2998046875, + 7559.7998046875, + 7611.7001953125, + 7565.2998046875, + 7536.7998046875, + 7528.39990234375, + 7528.60009765625, + 7542.0, + 7531.2001953125, + 7541.89990234375, + 7479.89990234375, + 7342.7001953125, + 7343.2998046875, + 7244.0, + 7169.60009765625, + 7166.2001953125, + 7173.7998046875, + 7248.7998046875, + 7255.7001953125, + 7227.2001953125, + 7266.0, + 7325.60009765625, + 7230.5, + 7249.2998046875, + 7369.89990234375, + 7375.7001953125, + 7411.2998046875, + 7433.60009765625, + 7417.89990234375, + 7421.10009765625, + 7342.7001953125, + 7336.60009765625, + 7373.60009765625, + 7312.7001953125, + 7376.7998046875, + 7385.89990234375, + 7364.10009765625, + 7243.2998046875, + 7191.10009765625, + 7259.10009765625, + 7260.2001953125, + 7300.2998046875, + 7240.2998046875, + 7196.7998046875, + 7198.89990234375, + 7250.60009765625, + 7344.60009765625, + 7256.39990234375, + 7214.2001953125, + 7359.60009765625, + 7398.7998046875, + 7416.7001953125, + 7415.2001953125, + 7373.89990234375, + 7397.60009765625, + 7384.7001953125, + 7483.0, + 7611.2001953125, + 7631.7001953125, + 7590.60009765625, + 7580.5, + 7614.7998046875, + 7642.7001953125, + 7629.10009765625, + 7613.2001953125, + 7566.2001953125, + 7450.7998046875, + 7479.89990234375, + 7473.5, + 7306.2001953125, + 7209.0, + 7252.89990234375, + 7205.2998046875, + 7210.10009765625, + 7271.5, + 7293.0, + 7263.2001953125, + 7269.5, + 7292.60009765625, + 7404.0, + 7304.2998046875, + 7230.60009765625, + 7270.5, + 7322.7998046875, + 7244.60009765625, + 7218.5, + 7206.2001953125, + 7071.0, + 7074.7998046875, + 7111.0, + 7137.0, + 7147.89990234375, + 7122.60009765625, + 7208.5, + 7259.2998046875, + 7369.60009765625, + 7277.5, + 7293.39990234375, + 7371.10009765625, + 7428.10009765625, + 7462.7998046875, + 7548.2001953125, + 7490.10009765625, + 7426.39990234375, + 7427.89990234375, + 7507.39990234375, + 7440.7001953125, + 7481.5, + 7421.89990234375, + 7491.5, + 7578.60009765625, + 7586.7001953125, + 7568.60009765625, + 7516.60009765625, + 7544.89990234375, + 7518.0, + 7583.5, + 7551.10009765625, + 7386.39990234375, + 7437.89990234375, + 7394.89990234375, + 7454.39990234375, + 7518.2001953125, + 7563.10009765625, + 7563.60009765625, + 7461.39990234375, + 7347.5, + 7400.7001953125, + 7338.7001953125, + 7349.60009765625, + 7304.39990234375, + 7367.89990234375, + 7483.0, + 7480.0, + 7411.10009765625, + 7433.60009765625, + 7329.2998046875, + 7296.10009765625, + 7412.60009765625, + 7523.7001953125, + 7448.60009765625, + 7418.10009765625, + 7468.7001953125, + 7520.5, + 7546.89990234375, + 7406.5, + 7442.5, + 7483.60009765625, + 7553.2001953125, + 7457.2001953125, + 7427.7998046875, + 7286.7998046875, + 7288.7998046875, + 7275.7998046875, + 7263.89990234375, + 7232.39990234375, + 7195.39990234375, + 7186.7001953125, + 7321.2998046875, + 7232.10009765625, + 7256.7001953125, + 7224.7001953125, + 7285.0, + 7327.5, + 7452.39990234375, + 7502.10009765625, + 7538.60009765625, + 7516.10009765625, + 7541.7001953125, + 7607.60009765625, + 7645.10009765625, + 7623.2001953125, + 7596.60009765625, + 7580.60009765625, + 7571.2001953125, + 7511.7998046875, + 7538.39990234375, + 7438.7998046875, + 7381.2001953125, + 7422.7998046875, + 7579.2001953125, + 7563.60009765625, + 7510.0, + 7448.2001953125, + 7481.5, + 7479.2001953125, + 7567.0, + 7652.10009765625, + 7706.7998046875, + 7678.7001953125, + 7645.60009765625, + 7625.7998046875, + 7605.2001953125, + 7470.0, + 7489.2998046875, + 7462.2998046875, + 7537.2998046875, + 7631.0, + 7617.39990234375, + 7657.2001953125, + 7602.7998046875, + 7564.89990234375, + 7625.60009765625, + 7726.60009765625, + 7782.89990234375, + 7837.10009765625, + 7829.7998046875, + 7903.39990234375, + 7833.89990234375, + 7803.5, + 7683.10009765625, + 7612.5, + 7607.2998046875, + 7624.39990234375, + 7624.7998046875, + 7589.2998046875, + 7586.10009765625, + 7452.2001953125, + 7459.89990234375, + 7527.2001953125, + 7490.2998046875, + 7547.10009765625, + 7392.0, + 7482.0, + 7582.7998046875, + 7560.7998046875, + 7487.89990234375, + 7405.10009765625, + 7432.7001953125, + 7447.89990234375, + 7525.2001953125, + 7605.7001953125, + 7586.7001953125, + 7651.2001953125, + 7643.39990234375, + 7710.89990234375, + 7773.7998046875, + 7632.10009765625, + 7586.60009765625, + 7579.5, + 7579.60009765625, + 7642.89990234375, + 7645.0, + 7561.10009765625, + 7599.7998046875, + 7577.2001953125, + 7537.7001953125, + 7510.89990234375, + 7577.89990234375, + 7572.2001953125, + 7672.0, + 7729.2998046875, + 7794.2001953125, + 7819.0, + 7696.7998046875, + 7686.2998046875, + 7602.7998046875, + 7665.60009765625, + 7594.2001953125, + 7598.7998046875, + 7615.39990234375, + 7671.7998046875, + 7658.0, + 7567.2001953125, + 7520.2001953125, + 7556.10009765625, + 7590.60009765625, + 7640.2001953125, + 7814.7001953125, + 7788.60009765625, + 7753.0, + 7786.5, + 7821.7998046875, + 7781.89990234375, + 7774.0, + 7768.0, + 7777.10009765625, + 7857.7001953125, + 7888.2001953125, + 7918.5, + 7855.7998046875, + 7849.7998046875, + 7850.10009765625, + 7880.0, + 7914.7998046875, + 7915.7998046875, + 7915.2998046875, + 7875.5, + 7815.2998046875, + 7829.7998046875, + 7739.7001953125, + 7759.2001953125, + 7779.0, + 7725.7998046875, + 7639.60009765625, + 7583.39990234375, + 7538.89990234375, + 7429.7998046875, + 7387.10009765625, + 7362.39990234375, + 7370.89990234375, + 7414.5, + 7313.0, + 7331.5, + 7226.7001953125, + 7184.2998046875, + 7223.89990234375, + 7213.0, + 7269.89990234375, + 7321.2998046875, + 7362.0, + 7369.2001953125, + 7422.7998046875, + 7442.7001953125, + 7433.89990234375, + 7452.5, + 7554.0, + 7671.89990234375, + 7742.2998046875, + 7766.2001953125, + 7727.5, + 7818.5, + 7820.10009765625, + 7727.89990234375, + 7859.7998046875, + 7849.89990234375, + 7841.89990234375, + 7865.7001953125, + 7928.89990234375, + 7950.0, + 7938.5, + 7899.7001953125, + 7794.10009765625, + 7798.89990234375, + 7857.7001953125, + 7868.0, + 7862.10009765625, + 7873.5, + 7796.39990234375, + 7716.2998046875, + 7676.39990234375, + 7650.89990234375, + 7618.7998046875, + 7564.2998046875, + 7631.2001953125, + 7594.39990234375, + 7672.7998046875, + 7642.89990234375, + 7604.0, + 7636.5, + 7591.10009765625, + 7644.5, + 7728.0, + 7734.2998046875, + 7774.39990234375, + 7726.89990234375, + 7666.5, + 7647.7998046875, + 7716.60009765625, + 7704.2998046875, + 7706.7001953125, + 7605.2998046875, + 7660.2001953125, + 7657.7998046875, + 7480.10009765625, + 7472.5, + 7501.5, + 7499.60009765625, + 7536.2001953125, + 7507.10009765625, + 7571.10009765625, + 7654.7998046875, + 7662.0, + 7720.0, + 7774.0, + 7864.89990234375, + 7870.10009765625, + 7843.7001953125, + 7983.2001953125, + 7946.7001953125, + 8025.89990234375, + 8029.7998046875, + 8153.39990234375, + 8185.0, + 8132.10009765625, + 8116.7998046875, + 7945.60009765625, + 7953.7998046875, + 7904.2998046875, + 7881.10009765625, + 7840.7998046875, + 7879.2001953125, + 7804.7998046875, + 7813.60009765625, + 7799.10009765625, + 7770.7001953125, + 7766.0, + 7758.7001953125, + 7754.10009765625, + 7759.7001953125, + 7623.10009765625, + 7571.0, + 7528.39990234375, + 7567.39990234375, + 7606.60009765625, + 7664.2001953125, + 7681.7998046875, + 7648.2998046875, + 7687.2998046875, + 7641.89990234375, + 7659.10009765625, + 7671.60009765625, + 7717.7001953125, + 7779.7998046875, + 7853.7001953125, + 7772.39990234375, + 7775.2001953125, + 7673.0, + 7727.89990234375, + 7727.7998046875, + 7703.2001953125, + 7702.7998046875, + 7703.2001953125, + 7649.39990234375, + 7757.60009765625, + 7741.0, + 7661.10009765625, + 7717.10009765625, + 7830.7001953125, + 7856.2998046875, + 7857.60009765625, + 7899.39990234375, + 7868.89990234375, + 7804.60009765625, + 7814.5, + 7849.7998046875, + 7913.39990234375, + 7941.2998046875, + 7960.7001953125, + 8020.2998046875, + 8052.39990234375, + 8035.5, + 8010.7001953125, + 8007.39990234375, + 8009.5, + 7998.89990234375, + 8090.89990234375, + 7954.2998046875, + 8002.2998046875, + 7935.89990234375, + 7892.7001953125, + 7709.89990234375, + 7746.60009765625, + 7687.5, + 7591.5, + 7541.0, + 7540.10009765625, + 7517.0, + 7459.7001953125, + 7424.89990234375, + 7546.2998046875, + 7520.10009765625, + 7528.0, + 7598.10009765625, + 7609.7001953125, + 7548.60009765625, + 7487.10009765625, + 7556.39990234375, + 7594.39990234375, + 7627.2998046875, + 7691.39990234375, + 7738.7998046875, + 7834.7998046875, + 7877.7001953125, + 7889.7001953125, + 7825.5, + 7805.10009765625, + 7842.2001953125, + 7830.7998046875, + 7940.39990234375, + 7921.89990234375, + 7961.7001953125, + 7887.5, + 7882.7998046875, + 7846.7001953125, + 7765.2001953125, + 7708.89990234375, + 7680.39990234375, + 7677.7998046875, + 7674.39990234375, + 7569.7998046875, + 7636.0, + 7590.10009765625, + 7574.39990234375, + 7595.0, + 7655.10009765625, + 7679.2998046875, + 7688.89990234375, + 7744.7001953125, + 7717.89990234375, + 7813.2001953125, + 7844.7998046875, + 7810.10009765625, + 7790.2998046875, + 7824.10009765625, + 7842.89990234375, + 7858.39990234375, + 7974.7001953125, + 7982.89990234375, + 8014.5, + 7978.10009765625, + 8004.60009765625, + 7907.2998046875, + 7852.89990234375, + 7791.7001953125, + 7819.5, + 7826.2001953125, + 7842.2001953125, + 7854.89990234375, + 7846.0, + 7818.39990234375, + 7828.10009765625, + 7869.5, + 7871.39990234375, + 7869.0, + 7919.0, + 8056.0, + 8015.7998046875, + 8105.10009765625, + 8060.0, + 8058.10009765625, + 8014.2998046875, + 8088.2998046875, + 7998.7998046875, + 7972.2998046875, + 7936.2001953125, + 7970.5, + 7850.7998046875, + 7874.10009765625, + 7923.39990234375, + 7919.60009765625, + 7962.2001953125, + 8022.0, + 8052.89990234375, + 8001.7998046875, + 7930.7001953125, + 7924.5, + 7934.0, + 7916.7998046875, + 7940.5, + 7975.7001953125, + 7987.0, + 7992.5, + 7975.2998046875, + 8003.2998046875, + 8008.89990234375, + 8023.7001953125, + 8002.2001953125, + 8029.0, + 8023.7001953125, + 8022.0, + 8037.89990234375, + 8003.7998046875, + 7978.2001953125, + 8020.7998046875, + 7856.7001953125, + 7862.5, + 7850.7998046875, + 7824.7001953125, + 7797.2001953125, + 7784.89990234375, + 7866.2998046875, + 7831.60009765625, + 7869.7998046875, + 7853.60009765625, + 7869.0, + 7854.89990234375, + 7747.2001953125, + 7791.0, + 7810.39990234375, + 7816.10009765625, + 7758.5, + 7763.2998046875, + 7850.39990234375, + 7843.5, + 7911.89990234375, + 7901.7001953125, + 7875.5, + 7865.60009765625, + 7899.7001953125, + 7922.10009765625, + 7963.89990234375, + 7968.0, + 7930.2998046875, + 7976.2001953125, + 7968.39990234375, + 7950.60009765625, + 7838.89990234375, + 7779.2998046875, + 7832.89990234375, + 7883.2001953125, + 7882.60009765625, + 7899.5, + 7928.89990234375, + 7927.39990234375, + 7862.7001953125, + 7958.0, + 7954.60009765625, + 7945.7998046875, + 7962.7998046875, + 8095.7998046875, + 8015.2998046875, + 8045.60009765625, + 7939.89990234375, + 7923.10009765625, + 7937.10009765625, + 7861.7998046875, + 7913.10009765625, + 7839.10009765625, + 7891.7998046875, + 7867.2001953125, + 7757.7001953125, + 7697.60009765625, + 7780.10009765625, + 7794.2001953125, + 7817.60009765625, + 7873.7998046875, + 7893.2001953125, + 7774.5, + 7834.2001953125, + 7856.39990234375, + 7825.2001953125, + 7828.0, + 7890.89990234375, + 7886.7001953125, + 7931.89990234375, + 7861.39990234375, + 7853.5, + 7926.7001953125, + 7982.2998046875, + 8038.7001953125, + 8072.10009765625, + 8159.60009765625, + 8130.10009765625, + 8018.89990234375, + 8117.10009765625, + 8120.60009765625, + 8258.099609375, + 8244.7001953125, + 8227.900390625, + 8266.599609375, + 8234.900390625, + 8187.0, + 8138.10009765625, + 8146.7998046875, + 8137.60009765625, + 8212.2001953125, + 8267.2998046875, + 8193.7001953125, + 8190.39990234375, + 8180.0, + 8147.7998046875, + 8151.60009765625, + 8159.7001953125, + 8144.2001953125, + 8066.89990234375, + 8058.0, + 7917.7001953125, + 7875.2998046875, + 7846.39990234375, + 7881.89990234375, + 7894.60009765625, + 7816.7998046875, + 7711.60009765625, + 7652.10009765625, + 7572.39990234375, + 7613.7001953125, + 7653.5, + 7754.39990234375, + 7841.2001953125 + ], + "strengths": [ + -1600.2666015625, + 201.4000244140625, + 1162.6500244140625, + 1291.4000244140625, + 1407.8516845703125, + 1415.0111083984375, + 1520.3131103515625, + 1490.6307373046875, + 1493.2965087890625, + 1540.2235107421875, + 1491.8109130859375, + 1486.8878173828125, + 1493.3768310546875, + 1522.2420654296875, + 1576.4000244140625, + 1597.7999267578125, + 1562.2000732421875, + 1603.7999267578125, + 1615.7000732421875, + 1628.4000244140625, + 1695.9000244140625, + 1732.5001220703125, + 1767.2000732421875, + 1802.2000732421875, + 1801.9000244140625, + 1812.2999267578125, + 1813.5999755859375, + 1849.7999267578125, + 1868.0999755859375, + 1888.9000244140625, + 1918.2000732421875, + 1998.0999755859375, + 1989.4000244140625, + 1985.2000732421875, + 1984.5999755859375, + 2043.2999267578125, + 2112.89990234375, + 2244.2001953125, + 2329.10009765625, + 2343.2998046875, + 2429.7001953125, + 2513.60009765625, + 2583.7998046875, + 2573.0, + 2520.2998046875, + 2572.60009765625, + 2598.69970703125, + 2661.0, + 2700.10009765625, + 2643.7998046875, + 2611.39990234375, + 2758.19970703125, + 2844.0, + 2897.19970703125, + 2908.0, + 3021.10009765625, + 3037.89990234375, + 3175.60009765625, + 3344.0, + 3370.0, + 3456.2998046875, + 3470.10009765625, + 3582.7998046875, + 3656.19970703125, + 3796.39990234375, + 3835.2998046875, + 3867.7998046875, + 3827.5, + 3890.2998046875, + 3916.69970703125, + 3974.69970703125, + 3948.60009765625, + 3891.39990234375, + 3956.0, + 4008.5, + 4026.39990234375, + 4059.69970703125, + 4112.2998046875, + 4101.5, + 4061.69970703125, + 4034.69970703125, + 4031.5, + 4157.89990234375, + 4239.69970703125, + 4293.0, + 4403.2998046875, + 4398.0, + 4504.10009765625, + 4483.2998046875, + 4523.60009765625, + 4480.5, + 4464.0, + 4423.60009765625, + 4416.19970703125, + 4394.39990234375, + 4398.5, + 4373.19970703125, + 4290.0, + 4249.10009765625, + 4232.10009765625, + 4257.89990234375, + 4210.7998046875, + 4196.60009765625, + 4263.0, + 4268.10009765625, + 4214.10009765625, + 4230.2998046875, + 4288.19970703125, + 4246.89990234375, + 4236.0, + 4207.69970703125, + 4270.7998046875, + 4272.10009765625, + 4228.60009765625, + 4272.39990234375, + 4305.7998046875, + 4295.39990234375, + 4255.7998046875, + 4307.69970703125, + 4359.10009765625, + 4358.5, + 4369.0, + 4405.39990234375, + 4458.5, + 4499.89990234375, + 4453.2998046875, + 4454.10009765625, + 4436.10009765625, + 4427.39990234375, + 4411.19970703125, + 4445.19970703125, + 4495.89990234375, + 4365.7998046875, + 4466.39990234375, + 4457.7998046875, + 4463.39990234375, + 4495.69970703125, + 4464.19970703125, + 4516.5, + 4534.19970703125, + 4565.69970703125, + 4551.7998046875, + 4554.69970703125, + 4589.10009765625, + 4648.2998046875, + 4759.60009765625, + 4707.0, + 4790.39990234375, + 4718.39990234375, + 4807.19970703125, + 4865.7998046875, + 4914.7998046875, + 4909.19970703125, + 4927.89990234375, + 4894.19970703125, + 4926.2998046875, + 4930.7998046875, + 4892.0, + 4750.89990234375, + 4784.2998046875, + 4718.69970703125, + 4760.19970703125, + 4634.10009765625, + 4609.2998046875, + 4571.0, + 4588.89990234375, + 4634.0, + 4634.19970703125, + 4577.60009765625, + 4613.7998046875, + 4667.0, + 4826.39990234375, + 4915.69970703125, + 4984.89990234375, + 5027.0, + 5089.10009765625, + 5146.5, + 5187.89990234375, + 5222.69970703125, + 5247.19970703125, + 5221.2998046875, + 5219.89990234375, + 5247.0, + 5181.19970703125, + 5081.19970703125, + 5042.39990234375, + 4971.0, + 4889.0, + 4870.5, + 4826.7998046875, + 4838.69970703125, + 4876.10009765625, + 4854.39990234375, + 4948.5, + 4934.60009765625, + 5013.39990234375, + 4995.89990234375, + 4959.60009765625, + 4955.60009765625, + 5007.89990234375, + 5032.39990234375, + 5082.89990234375, + 5205.39990234375, + 5236.10009765625, + 5297.69970703125, + 5315.89990234375, + 5345.60009765625, + 5329.69970703125, + 5199.7998046875, + 5182.5, + 5229.10009765625, + 5287.89990234375, + 5282.0, + 5197.0, + 5156.89990234375, + 5121.39990234375, + 5098.10009765625, + 5036.2998046875, + 4955.7998046875, + 4934.7998046875, + 5017.89990234375, + 5127.60009765625, + 5209.69970703125, + 5178.7998046875, + 5234.60009765625, + 5296.19970703125, + 5315.69970703125, + 5378.19970703125, + 5262.69970703125, + 5235.89990234375, + 5248.0, + 5301.60009765625, + 5256.7998046875, + 5272.2998046875, + 5259.39990234375, + 5245.69970703125, + 5215.19970703125, + 5220.69970703125, + 5168.10009765625, + 5268.39990234375, + 5224.89990234375, + 5270.19970703125, + 5402.39990234375, + 5363.39990234375, + 5321.69970703125, + 5369.39990234375, + 5361.39990234375, + 5272.0, + 5299.10009765625, + 5373.7998046875, + 5327.60009765625, + 5255.19970703125, + 5244.19970703125, + 5163.7998046875, + 5198.5, + 5178.7998046875, + 5186.5, + 5183.39990234375, + 5168.10009765625, + 5168.69970703125, + 5136.5, + 5133.5, + 5265.60009765625, + 5260.69970703125, + 5360.89990234375, + 5474.60009765625, + 5542.89990234375, + 5542.0, + 5513.39990234375, + 5562.7998046875, + 5554.89990234375, + 5537.10009765625, + 5485.19970703125, + 5490.69970703125, + 5502.0, + 5456.2998046875, + 5367.2998046875, + 5328.10009765625, + 5378.60009765625, + 5269.10009765625, + 5268.60009765625, + 5341.89990234375, + 5294.89990234375, + 5364.5, + 5386.39990234375, + 5490.89990234375, + 5647.60009765625, + 5719.19970703125, + 5711.89990234375, + 5709.60009765625, + 5691.19970703125, + 5746.69970703125, + 5656.7998046875, + 5744.7998046875, + 5669.69970703125, + 5663.60009765625, + 5569.0, + 5593.7998046875, + 5536.19970703125, + 5513.89990234375, + 5472.7998046875, + 5452.60009765625, + 5441.89990234375, + 5446.7998046875, + 5397.2998046875, + 5356.10009765625, + 5397.19970703125, + 5465.10009765625, + 5511.2998046875, + 5496.19970703125, + 5577.60009765625, + 5571.10009765625, + 5574.7998046875, + 5609.19970703125, + 5585.2998046875, + 5605.7998046875, + 5675.60009765625, + 5714.2998046875, + 5824.5, + 5892.89990234375, + 5861.69970703125, + 5901.19970703125, + 5953.10009765625, + 5906.69970703125, + 5878.19970703125, + 5869.7998046875, + 5870.0, + 5883.39990234375, + 5872.60009765625, + 5883.2998046875, + 5821.2998046875, + 5684.10009765625, + 5684.69970703125, + 5585.39990234375, + 5511.0, + 5507.60009765625, + 5515.19970703125, + 5590.19970703125, + 5597.10009765625, + 5568.60009765625, + 5607.39990234375, + 5667.0, + 5571.89990234375, + 5590.69970703125, + 5711.2998046875, + 5717.10009765625, + 5752.69970703125, + 5775.0, + 5759.2998046875, + 5762.5, + 5684.10009765625, + 5678.0, + 5715.0, + 5654.10009765625, + 5718.19970703125, + 5727.2998046875, + 5705.5, + 5584.69970703125, + 5532.5, + 5600.5, + 5601.60009765625, + 5641.69970703125, + 5581.69970703125, + 5538.19970703125, + 5540.2998046875, + 5592.0, + 5686.0, + 5597.7998046875, + 5555.60009765625, + 5701.0, + 5740.19970703125, + 5758.10009765625, + 5756.60009765625, + 5715.2998046875, + 5739.0, + 5726.10009765625, + 5824.39990234375, + 5952.60009765625, + 5973.10009765625, + 5932.0, + 5921.89990234375, + 5956.19970703125, + 5984.10009765625, + 5970.5, + 5954.60009765625, + 5907.60009765625, + 5792.19970703125, + 5821.2998046875, + 5814.89990234375, + 5647.60009765625, + 5550.39990234375, + 5594.2998046875, + 5546.69970703125, + 5551.5, + 5612.89990234375, + 5634.39990234375, + 5604.60009765625, + 5610.89990234375, + 5634.0, + 5745.39990234375, + 5645.69970703125, + 5572.0, + 5611.89990234375, + 5664.19970703125, + 5586.0, + 5559.89990234375, + 5547.60009765625, + 5412.39990234375, + 5416.19970703125, + 5452.39990234375, + 5478.39990234375, + 5489.2998046875, + 5464.0, + 5549.89990234375, + 5600.69970703125, + 5711.0, + 5618.89990234375, + 5634.7998046875, + 5712.5, + 5769.5, + 5804.19970703125, + 5889.60009765625, + 5831.5, + 5767.7998046875, + 5769.2998046875, + 5848.7998046875, + 5782.10009765625, + 5822.89990234375, + 5763.2998046875, + 5832.89990234375, + 5920.0, + 5928.10009765625, + 5910.0, + 5858.0, + 5886.2998046875, + 5859.39990234375, + 5924.89990234375, + 5892.5, + 5727.7998046875, + 5779.2998046875, + 5736.2998046875, + 5795.7998046875, + 5859.60009765625, + 5904.5, + 5905.0, + 5802.7998046875, + 5688.89990234375, + 5742.10009765625, + 5680.10009765625, + 5691.0, + 5645.7998046875, + 5709.2998046875, + 5824.39990234375, + 5821.39990234375, + 5752.5, + 5775.0, + 5670.69970703125, + 5637.5, + 5754.0, + 5865.10009765625, + 5790.0, + 5759.5, + 5810.10009765625, + 5861.89990234375, + 5888.2998046875, + 5747.89990234375, + 5783.89990234375, + 5825.0, + 5894.60009765625, + 5798.60009765625, + 5769.19970703125, + 5628.19970703125, + 5630.19970703125, + 5617.19970703125, + 5605.2998046875, + 5573.7998046875, + 5536.7998046875, + 5528.10009765625, + 5662.69970703125, + 5573.5, + 5598.10009765625, + 5566.10009765625, + 5626.39990234375, + 5668.89990234375, + 5793.7998046875, + 5843.5, + 5880.0, + 5857.5, + 5883.10009765625, + 5949.0, + 5986.5, + 5964.60009765625, + 5938.0, + 5922.0, + 5912.60009765625, + 5853.19970703125, + 5879.7998046875, + 5780.19970703125, + 5722.60009765625, + 5764.19970703125, + 5920.60009765625, + 5905.0, + 5851.39990234375, + 5789.60009765625, + 5822.89990234375, + 5820.60009765625, + 5908.39990234375, + 5993.5, + 6048.19970703125, + 6020.10009765625, + 5987.0, + 5967.19970703125, + 5946.60009765625, + 5811.39990234375, + 5830.69970703125, + 5803.69970703125, + 5878.69970703125, + 5972.39990234375, + 5958.7998046875, + 5998.60009765625, + 5944.19970703125, + 5906.2998046875, + 5967.0, + 6068.0, + 6124.2998046875, + 6178.5, + 6171.19970703125, + 6244.7998046875, + 6175.2998046875, + 6144.89990234375, + 6024.5, + 5953.89990234375, + 5948.69970703125, + 5965.7998046875, + 5966.19970703125, + 5930.69970703125, + 5927.5, + 5793.60009765625, + 5801.2998046875, + 5868.60009765625, + 5831.69970703125, + 5888.5, + 5733.39990234375, + 5823.39990234375, + 5924.19970703125, + 5902.19970703125, + 5829.2998046875, + 5746.5, + 5774.10009765625, + 5789.2998046875, + 5866.60009765625, + 5947.10009765625, + 5928.10009765625, + 5992.60009765625, + 5984.7998046875, + 6052.2998046875, + 6115.19970703125, + 5973.5, + 5928.0, + 5920.89990234375, + 5921.0, + 5984.2998046875, + 5986.39990234375, + 5902.5, + 5941.19970703125, + 5918.60009765625, + 5879.10009765625, + 5852.2998046875, + 5919.2998046875, + 5913.60009765625, + 6013.39990234375, + 6070.69970703125, + 6135.60009765625, + 6160.39990234375, + 6038.19970703125, + 6027.69970703125, + 5944.19970703125, + 6007.0, + 5935.60009765625, + 5940.19970703125, + 5956.7998046875, + 6013.19970703125, + 5999.39990234375, + 5908.60009765625, + 5861.60009765625, + 5897.5, + 5932.0, + 5981.60009765625, + 6156.10009765625, + 6130.0, + 6094.39990234375, + 6127.89990234375, + 6163.19970703125, + 6123.2998046875, + 6115.39990234375, + 6109.39990234375, + 6118.5, + 6199.10009765625, + 6229.60009765625, + 6259.89990234375, + 6197.19970703125, + 6191.19970703125, + 6191.5, + 6221.39990234375, + 6256.19970703125, + 6257.19970703125, + 6256.69970703125, + 6216.89990234375, + 6156.69970703125, + 6171.19970703125, + 6081.10009765625, + 6100.60009765625, + 6120.39990234375, + 6067.19970703125, + 5981.0, + 5924.7998046875, + 5880.2998046875, + 5771.19970703125, + 5728.5, + 5703.7998046875, + 5712.2998046875, + 5755.89990234375, + 5654.39990234375, + 5672.89990234375, + 5568.10009765625, + 5525.69970703125, + 5565.2998046875, + 5554.39990234375, + 5611.2998046875, + 5662.69970703125, + 5703.39990234375, + 5710.60009765625, + 5764.19970703125, + 5784.10009765625, + 5775.2998046875, + 5793.89990234375, + 5895.39990234375, + 6013.2998046875, + 6083.69970703125, + 6107.60009765625, + 6068.89990234375, + 6159.89990234375, + 6161.5, + 6069.2998046875, + 6201.19970703125, + 6191.2998046875, + 6183.2998046875, + 6207.10009765625, + 6270.2998046875, + 6291.39990234375, + 6279.89990234375, + 6241.10009765625, + 6135.5, + 6140.2998046875, + 6199.10009765625, + 6209.39990234375, + 6203.5, + 6214.89990234375, + 6137.7998046875, + 6057.69970703125, + 6017.7998046875, + 5992.2998046875, + 5960.19970703125, + 5905.69970703125, + 5972.60009765625, + 5935.7998046875, + 6014.19970703125, + 5984.2998046875, + 5945.39990234375, + 5977.89990234375, + 5932.5, + 5985.89990234375, + 6069.39990234375, + 6075.69970703125, + 6115.7998046875, + 6068.2998046875, + 6007.89990234375, + 5989.19970703125, + 6058.0, + 6045.69970703125, + 6048.10009765625, + 5946.69970703125, + 6001.60009765625, + 5999.19970703125, + 5821.5, + 5813.89990234375, + 5842.89990234375, + 5841.0, + 5877.60009765625, + 5848.5, + 5912.5, + 5996.19970703125, + 6003.39990234375, + 6061.39990234375, + 6115.39990234375, + 6206.2998046875, + 6211.5, + 6185.10009765625, + 6324.60009765625, + 6288.10009765625, + 6367.2998046875, + 6371.19970703125, + 6494.7998046875, + 6526.39990234375, + 6473.5, + 6458.19970703125, + 6287.0, + 6295.19970703125, + 6245.69970703125, + 6222.5, + 6182.19970703125, + 6220.60009765625, + 6146.19970703125, + 6155.0, + 6140.5, + 6112.10009765625, + 6107.39990234375, + 6100.10009765625, + 6095.5, + 6101.10009765625, + 5964.5, + 5912.39990234375, + 5869.7998046875, + 5908.7998046875, + 5948.0, + 6005.60009765625, + 6023.19970703125, + 5989.69970703125, + 6028.69970703125, + 5983.2998046875, + 6000.5, + 6013.0, + 6059.10009765625, + 6121.19970703125, + 6195.10009765625, + 6113.7998046875, + 6116.60009765625, + 6014.39990234375, + 6069.2998046875, + 6069.19970703125, + 6044.60009765625, + 6044.19970703125, + 6044.60009765625, + 5990.7998046875, + 6099.0, + 6082.39990234375, + 6002.5, + 6058.5, + 6172.10009765625, + 6197.69970703125, + 6199.0, + 6240.7998046875, + 6210.2998046875, + 6146.0, + 6155.89990234375, + 6191.19970703125, + 6254.7998046875, + 6282.69970703125, + 6302.10009765625, + 6361.69970703125, + 6393.7998046875, + 6376.89990234375, + 6352.10009765625, + 6348.7998046875, + 6350.89990234375, + 6340.2998046875, + 6432.2998046875, + 6295.69970703125, + 6343.69970703125, + 6277.2998046875, + 6234.10009765625, + 6051.2998046875, + 6088.0, + 6028.89990234375, + 5932.89990234375, + 5882.39990234375, + 5881.5, + 5858.39990234375, + 5801.10009765625, + 5766.2998046875, + 5887.69970703125, + 5861.5, + 5869.39990234375, + 5939.5, + 5951.10009765625, + 5890.0, + 5828.5, + 5897.7998046875, + 5935.7998046875, + 5968.69970703125, + 6032.7998046875, + 6080.19970703125, + 6176.19970703125, + 6219.10009765625, + 6231.10009765625, + 6166.89990234375, + 6146.5, + 6183.60009765625, + 6172.19970703125, + 6281.7998046875, + 6263.2998046875, + 6303.10009765625, + 6228.89990234375, + 6224.19970703125, + 6188.10009765625, + 6106.60009765625, + 6050.2998046875, + 6021.7998046875, + 6019.19970703125, + 6015.7998046875, + 5911.19970703125, + 5977.39990234375, + 5931.5, + 5915.7998046875, + 5936.39990234375, + 5996.5, + 6020.69970703125, + 6030.2998046875, + 6086.10009765625, + 6059.2998046875, + 6154.60009765625, + 6186.19970703125, + 6151.5, + 6131.69970703125, + 6165.5, + 6184.2998046875, + 6199.7998046875, + 6316.10009765625, + 6324.2998046875, + 6355.89990234375, + 6319.5, + 6346.0, + 6248.69970703125, + 6194.2998046875, + 6133.10009765625, + 6160.89990234375, + 6167.60009765625, + 6183.60009765625, + 6196.2998046875, + 6187.39990234375, + 6159.7998046875, + 6169.5, + 6210.89990234375, + 6212.7998046875, + 6210.39990234375, + 6260.39990234375, + 6397.39990234375, + 6357.19970703125, + 6446.5, + 6401.39990234375, + 6399.5, + 6355.69970703125, + 6429.69970703125, + 6340.19970703125, + 6313.69970703125, + 6277.60009765625, + 6311.89990234375, + 6192.19970703125, + 6215.5, + 6264.7998046875, + 6261.0, + 6303.60009765625, + 6363.39990234375, + 6394.2998046875, + 6343.19970703125, + 6272.10009765625, + 6265.89990234375, + 6275.39990234375, + 6258.19970703125, + 6281.89990234375, + 6317.10009765625, + 6328.39990234375, + 6333.89990234375, + 6316.69970703125, + 6344.69970703125, + 6350.2998046875, + 6365.10009765625, + 6343.60009765625, + 6370.39990234375, + 6365.10009765625, + 6363.39990234375, + 6379.2998046875, + 6345.19970703125, + 6319.60009765625, + 6362.19970703125, + 6198.10009765625, + 6203.89990234375, + 6192.19970703125, + 6166.10009765625, + 6138.60009765625, + 6126.2998046875, + 6207.69970703125, + 6173.0, + 6211.19970703125, + 6195.0, + 6210.39990234375, + 6196.2998046875, + 6088.60009765625, + 6132.39990234375, + 6151.7998046875, + 6157.5, + 6099.89990234375, + 6104.69970703125, + 6191.7998046875, + 6184.89990234375, + 6253.2998046875, + 6243.10009765625, + 6216.89990234375, + 6207.0, + 6241.10009765625, + 6263.5, + 6305.2998046875, + 6309.39990234375, + 6271.69970703125, + 6317.60009765625, + 6309.7998046875, + 6292.0, + 6180.2998046875, + 6120.69970703125, + 6174.2998046875, + 6224.60009765625, + 6224.0, + 6240.89990234375, + 6270.2998046875, + 6268.7998046875, + 6204.10009765625, + 6299.39990234375, + 6296.0, + 6287.19970703125, + 6304.19970703125, + 6437.19970703125, + 6356.69970703125, + 6387.0, + 6281.2998046875, + 6264.5, + 6278.5, + 6203.19970703125, + 6254.5, + 6180.5, + 6233.19970703125, + 6208.60009765625, + 6099.10009765625, + 6039.0, + 6121.5, + 6135.60009765625, + 6159.0, + 6215.19970703125, + 6234.60009765625, + 6115.89990234375, + 6175.60009765625, + 6197.7998046875, + 6166.60009765625, + 6169.39990234375, + 6232.2998046875, + 6228.10009765625, + 6273.2998046875, + 6202.7998046875, + 6194.89990234375, + 6268.10009765625, + 6323.69970703125, + 6380.10009765625, + 6413.5, + 6501.0, + 6471.5, + 6360.2998046875, + 6458.5, + 6462.0, + 6599.49951171875, + 6586.10009765625, + 6569.30029296875, + 6607.99951171875, + 6576.30029296875, + 6528.39990234375, + 6479.5, + 6488.19970703125, + 6479.0, + 6553.60009765625, + 6608.69970703125, + 6535.10009765625, + 6531.7998046875, + 6521.39990234375, + 6489.19970703125, + 6493.0, + 6501.10009765625, + 6485.60009765625, + 6408.2998046875, + 6399.39990234375, + 6259.10009765625, + 6216.69970703125, + 6187.7998046875, + 6223.2998046875, + 6236.0, + 6158.19970703125, + 6053.0, + 5993.5, + 5913.7998046875, + 5955.10009765625, + 5994.89990234375, + 6095.7998046875, + 6182.60009765625 + ], + "sample_efficiencies": [ + 9.999999747378752e-05, + 0.00010719868441810831, + 0.0004707615007646382, + -7.478951010853052e-05, + -2.0608566046576016e-05, + -7.007678505033255e-06, + -1.0109263257618295e-06, + 1.9125504877592903e-06, + 3.5512653084879275e-06, + 4.552271093416493e-06, + 5.145454906596569e-06, + 5.51286393601913e-06, + 5.738971594837494e-06, + 5.873235750186723e-06, + 5.9447356761666015e-06, + 5.970284291834105e-06, + 5.963633157080039e-06, + 5.934227374382317e-06, + 5.888809937459882e-06, + 5.8320538300904445e-06, + 5.765323749074014e-06, + 5.692269041901454e-06, + 5.614870588033227e-06, + 5.534561751119327e-06, + 5.4539477787329815e-06, + 5.373262411012547e-06, + 5.2934265113435686e-06, + 5.213345048105111e-06, + 5.134167622600216e-06, + 5.056030204286799e-06, + 4.978789547749329e-06, + 4.900726708001457e-06, + 4.82546238345094e-06, + 4.7527209972031415e-06, + 4.682284270529635e-06, + 4.612106749846134e-06, + 4.542023361864267e-06, + 4.470338808459928e-06, + 4.398888449941296e-06, + 4.329881903686328e-06, + 4.261220965418033e-06, + 4.193143922748277e-06, + 4.1261328078689985e-06, + 4.0621921471029054e-06, + 4.002047717222013e-06, + 3.943019237340195e-06, + 3.885678779624868e-06, + 3.829211436823243e-06, + 3.7741092455689795e-06, + 3.7221545881038764e-06, + 3.6726376038132003e-06, + 3.6221852042217506e-06, + 3.572075002011843e-06, + 3.5229195418651216e-06, + 3.475388211882091e-06, + 3.4278223211003933e-06, + 3.381755732334568e-06, + 3.3353903745592106e-06, + 3.2884538541111397e-06, + 3.2430018563900376e-06, + 3.198194917786168e-06, + 3.1549377581541194e-06, + 3.1119832328840857e-06, + 3.0698347472934984e-06, + 3.0277697078417987e-06, + 2.986927711390308e-06, + 2.9473144422809128e-06, + 2.90956722892588e-06, + 2.872588765967521e-06, + 2.8366894184728153e-06, + 2.8015429052175023e-06, + 2.767832711469964e-06, + 2.7357114049664233e-06, + 2.7041128305427264e-06, + 2.6731256639322964e-06, + 2.6429895569890505e-06, + 2.6135553525818978e-06, + 2.5846641165117035e-06, + 2.55672739513102e-06, + 2.5298793389083585e-06, + 2.503971018086304e-06, + 2.478803708072519e-06, + 2.453568640703452e-06, + 2.428562083878205e-06, + 2.4039550226007123e-06, + 2.37943027059373e-06, + 2.3556253836432006e-06, + 2.3319287265621824e-06, + 2.3089964997780044e-06, + 2.2864892343932297e-06, + 2.264791874040384e-06, + 2.243735252704937e-06, + 2.2233955405681627e-06, + 2.203588564952952e-06, + 2.184352524636779e-06, + 2.165551450161729e-06, + 2.147289478671155e-06, + 2.12977352020971e-06, + 2.1127968921064166e-06, + 2.0962420421710704e-06, + 2.0799300273210974e-06, + 2.064125055767363e-06, + 2.048685018962715e-06, + 2.0333084194135154e-06, + 2.018215582211269e-06, + 2.0035993202327518e-06, + 1.9892027012247127e-06, + 1.974882707145298e-06, + 1.9609640276030404e-06, + 1.9473334305075696e-06, + 1.9340350263519213e-06, + 1.9207759578421246e-06, + 1.9077469914918765e-06, + 1.8950742060042103e-06, + 1.8824890730684274e-06, + 1.8700226291912259e-06, + 1.8577974287836696e-06, + 1.8458865724824136e-06, + 1.834029035308049e-06, + 1.822228909986734e-06, + 1.8106250081473263e-06, + 1.7991833374253474e-06, + 1.7878339804155985e-06, + 1.7765353277354734e-06, + 1.7653184158916702e-06, + 1.7543969761391054e-06, + 1.7436470898246625e-06, + 1.733108206281031e-06, + 1.7227521311724558e-06, + 1.7125908016168978e-06, + 1.7025055285557755e-06, + 1.6924593637668295e-06, + 1.682847937445331e-06, + 1.6731582945794798e-06, + 1.6636287227811408e-06, + 1.6542250023121596e-06, + 1.6448898350063246e-06, + 1.6357522554244497e-06, + 1.626638663765334e-06, + 1.6176190911210142e-06, + 1.6086653431557352e-06, + 1.5998640492398408e-06, + 1.5911796253931243e-06, + 1.582550680723216e-06, + 1.573931740495027e-06, + 1.5652309457436786e-06, + 1.5567475202260539e-06, + 1.5482348771911347e-06, + 1.539966660857317e-06, + 1.5316591088776477e-06, + 1.523367586742097e-06, + 1.5151099432841875e-06, + 1.5069770142872585e-06, + 1.4989261671871645e-06, + 1.4910399386280915e-06, + 1.4832096439931775e-06, + 1.4754780295334058e-06, + 1.467909441998927e-06, + 1.4606538343286957e-06, + 1.453438812859531e-06, + 1.4464111472989316e-06, + 1.4394083791557932e-06, + 1.432673002454976e-06, + 1.426051539965556e-06, + 1.4195603625921649e-06, + 1.4131175021248055e-06, + 1.4066851008465164e-06, + 1.4003253454575315e-06, + 1.394113269270747e-06, + 1.3879212019674014e-06, + 1.3817272019878146e-06, + 1.3753946177530452e-06, + 1.3690201967619942e-06, + 1.3626324744109297e-06, + 1.3562676031142473e-06, + 1.3499013675755123e-06, + 1.3435410437523387e-06, + 1.337207322649192e-06, + 1.330908503405226e-06, + 1.324656977885752e-06, + 1.3185110674385214e-06, + 1.3124399629305117e-06, + 1.3064094446235686e-06, + 1.300524104408396e-06, + 1.2948179346494726e-06, + 1.2892178347101435e-06, + 1.283756773773348e-06, + 1.2784422551703756e-06, + 1.2732023151329486e-06, + 1.2680619647653657e-06, + 1.262960722669959e-06, + 1.257871531379351e-06, + 1.2528556680990732e-06, + 1.2477936479626806e-06, + 1.242796543010627e-06, + 1.2377709026623052e-06, + 1.2328133607297787e-06, + 1.2279407428650302e-06, + 1.223119852511445e-06, + 1.2182961199869169e-06, + 1.2134966027588234e-06, + 1.2086969718438922e-06, + 1.2038310615025694e-06, + 1.198986183226225e-06, + 1.194134597426455e-06, + 1.1893164355569752e-06, + 1.184520897368202e-06, + 1.1797884553743643e-06, + 1.1752172213164158e-06, + 1.1707055591614335e-06, + 1.166197193924745e-06, + 1.1616826895988197e-06, + 1.1572170706131146e-06, + 1.1528653658388066e-06, + 1.148587784882693e-06, + 1.144378643402888e-06, + 1.1402266864024568e-06, + 1.1361616998328827e-06, + 1.1321965303068282e-06, + 1.1282819514235598e-06, + 1.1243354265388916e-06, + 1.1203379699509242e-06, + 1.116312660087715e-06, + 1.112346808440634e-06, + 1.1083739082096145e-06, + 1.1043904351026868e-06, + 1.100428221434413e-06, + 1.0964556622639066e-06, + 1.0926030427071964e-06, + 1.08880362859054e-06, + 1.0850283160834806e-06, + 1.0812474329213728e-06, + 1.0775310101962532e-06, + 1.0738353921624366e-06, + 1.070180246642849e-06, + 1.0665653462638147e-06, + 1.0630014912749175e-06, + 1.0594633295113454e-06, + 1.055989400811086e-06, + 1.0524770459596766e-06, + 1.0490222166481544e-06, + 1.0455659094077419e-06, + 1.0420523040011176e-06, + 1.0385930409029243e-06, + 1.035188915921026e-06, + 1.0317822898286977e-06, + 1.028408519232471e-06, + 1.0251177400277811e-06, + 1.021836055770109e-06, + 1.018534703689511e-06, + 1.0152879212910193e-06, + 1.0121102604898624e-06, + 1.0089636361954035e-06, + 1.0058886346087093e-06, + 1.0028161341324449e-06, + 9.997781944548478e-07, + 9.967582172976108e-07, + 9.937623417499708e-07, + 9.907971616485156e-07, + 9.878532409857144e-07, + 9.849487696556025e-07, + 9.820668083193596e-07, + 9.79131982603576e-07, + 9.762213721842272e-07, + 9.732773378345883e-07, + 9.70293399404909e-07, + 9.672953638073523e-07, + 9.64320861385204e-07, + 9.613842166800168e-07, + 9.58443820309185e-07, + 9.555299129715422e-07, + 9.526470989840163e-07, + 9.498126019025221e-07, + 9.46996067341388e-07, + 9.441944825994142e-07, + 9.414364399162878e-07, + 9.38742687139893e-07, + 9.360871331409726e-07, + 9.334252126791398e-07, + 9.308353128290037e-07, + 9.28263204968971e-07, + 9.256729640583217e-07, + 9.23122911444807e-07, + 9.205568289871735e-07, + 9.179978519568976e-07, + 9.154071562988975e-07, + 9.127613793680212e-07, + 9.101013347390108e-07, + 9.074640843209636e-07, + 9.048467859429365e-07, + 9.022566018757061e-07, + 8.99659767128469e-07, + 8.971217653197527e-07, + 8.945623903855449e-07, + 8.920541745283117e-07, + 8.895661380847741e-07, + 8.8713630930215e-07, + 8.847121080179932e-07, + 8.823288339954161e-07, + 8.799709121376509e-07, + 8.776457889325684e-07, + 8.753441420594754e-07, + 8.730617082619574e-07, + 8.707917231731699e-07, + 8.685566399435629e-07, + 8.663522521601408e-07, + 8.641446811452624e-07, + 8.619232971796009e-07, + 8.596973088970117e-07, + 8.574912726544426e-07, + 8.552667054573249e-07, + 8.530588502253522e-07, + 8.508635573889478e-07, + 8.486686056130566e-07, + 8.464968459520605e-07, + 8.443307706329506e-07, + 8.421515644840838e-07, + 8.399715056839341e-07, + 8.377636504519614e-07, + 8.355445402230544e-07, + 8.333515779668232e-07, + 8.311583314934978e-07, + 8.289602533295692e-07, + 8.267935527328518e-07, + 8.246512379628257e-07, + 8.225256920013635e-07, + 8.204135610867525e-07, + 8.18310184058646e-07, + 8.162239168996166e-07, + 8.141469720612804e-07, + 8.12104815395287e-07, + 8.101228559098672e-07, + 8.08152492481895e-07, + 8.062279448495246e-07, + 8.043399475354818e-07, + 8.024637736525619e-07, + 8.005955578482826e-07, + 7.987127901287749e-07, + 7.968384352352587e-07, + 7.949842029120191e-07, + 7.931276400086062e-07, + 7.912620958450134e-07, + 7.894382747508644e-07, + 7.876184326960356e-07, + 7.857699984015198e-07, + 7.839302043066709e-07, + 7.820895575605391e-07, + 7.802524351063767e-07, + 7.784308309055632e-07, + 7.766185490254429e-07, + 7.748410553176655e-07, + 7.730752713541733e-07, + 7.713078957749531e-07, + 7.695689987485821e-07, + 7.678200404370727e-07, + 7.660780738660833e-07, + 7.643522508260503e-07, + 7.626720730513625e-07, + 7.610163947902038e-07, + 7.593492341584351e-07, + 7.576905431960768e-07, + 7.56028725845681e-07, + 7.543933406850556e-07, + 7.527790444328275e-07, + 7.511725357289833e-07, + 7.495594331885513e-07, + 7.479277428501518e-07, + 7.463297606591368e-07, + 7.447519010383985e-07, + 7.431411290781398e-07, + 7.415277991640323e-07, + 7.399180503853131e-07, + 7.383171123365173e-07, + 7.367360126409039e-07, + 7.351566182478564e-07, + 7.335888767556753e-07, + 7.320026043089456e-07, + 7.303900702027022e-07, + 7.28780719327915e-07, + 7.271909794326348e-07, + 7.256123808474513e-07, + 7.240331001412414e-07, + 7.224549563034088e-07, + 7.20888749583537e-07, + 7.193348778855579e-07, + 7.178013561315311e-07, + 7.163055215642089e-07, + 7.148098575271433e-07, + 7.133234021239332e-07, + 7.118868552424829e-07, + 7.104817427716625e-07, + 7.090722533575899e-07, + 7.07681294898066e-07, + 7.062957365633338e-07, + 7.049013674986782e-07, + 7.035083626760752e-07, + 7.021292844910931e-07, + 7.007550948401331e-07, + 6.99381757840456e-07, + 6.979879003665701e-07, + 6.966246814954502e-07, + 6.952855073905084e-07, + 6.939429795238539e-07, + 6.925942557245435e-07, + 6.912702588124375e-07, + 6.899585400788055e-07, + 6.886555752316781e-07, + 6.873899565107422e-07, + 6.861289989501529e-07, + 6.848651992186205e-07, + 6.836008878963185e-07, + 6.82339589275216e-07, + 6.810896024944668e-07, + 6.798254617024213e-07, + 6.785554091948143e-07, + 6.7726625729847e-07, + 6.760035944353149e-07, + 6.747429779352387e-07, + 6.73470765377715e-07, + 6.721916179230902e-07, + 6.709107083224808e-07, + 6.696169521092088e-07, + 6.683419542241609e-07, + 6.670866241620388e-07, + 6.658365805378708e-07, + 6.645751113865117e-07, + 6.633335942751728e-07, + 6.620890644626343e-07, + 6.608627245441312e-07, + 6.596271191483538e-07, + 6.583787808267516e-07, + 6.571344215444697e-07, + 6.558995551131375e-07, + 6.54681116429856e-07, + 6.534622229992237e-07, + 6.522543003484316e-07, + 6.5103836277558e-07, + 6.49834476007527e-07, + 6.48669356451137e-07, + 6.474988367699552e-07, + 6.463420731961378e-07, + 6.451783178818005e-07, + 6.440068887059169e-07, + 6.428315941775509e-07, + 6.416613587134634e-07, + 6.405163617273502e-07, + 6.393985358954524e-07, + 6.382750825650874e-07, + 6.371683411998674e-07, + 6.360640441016585e-07, + 6.34973048363463e-07, + 6.338742650768836e-07, + 6.327580308607139e-07, + 6.316469693956606e-07, + 6.305537567641295e-07, + 6.294607715062739e-07, + 6.283919447014341e-07, + 6.273335770856647e-07, + 6.262577585403051e-07, + 6.251657396205701e-07, + 6.240920811251272e-07, + 6.230285407582414e-07, + 6.21959998170496e-07, + 6.20886339675053e-07, + 6.198123969625158e-07, + 6.187682402014616e-07, + 6.177217528602341e-07, + 6.166721391309693e-07, + 6.156143399493885e-07, + 6.145780275801371e-07, + 6.135510375315789e-07, + 6.125530944700586e-07, + 6.115586188570887e-07, + 6.10570225489937e-07, + 6.095877438383468e-07, + 6.08614470820612e-07, + 6.076512590880156e-07, + 6.066931632631167e-07, + 6.05715399615292e-07, + 6.047566216693667e-07, + 6.037972752892529e-07, + 6.028469670127379e-07, + 6.018899512127973e-07, + 6.009292974340497e-07, + 5.999512495691306e-07, + 5.989686542307027e-07, + 5.979837851555203e-07, + 5.970065330984653e-07, + 5.960288831374783e-07, + 5.950440709057148e-07, + 5.940570986240346e-07, + 5.93077629673644e-07, + 5.921063461755693e-07, + 5.911414291404071e-07, + 5.901818553866178e-07, + 5.892355261494231e-07, + 5.882885716346209e-07, + 5.873611712559068e-07, + 5.864464469595987e-07, + 5.855284257449966e-07, + 5.845890882483218e-07, + 5.836557761540462e-07, + 5.827344580211502e-07, + 5.818262707180111e-07, + 5.809162075820495e-07, + 5.800099529551517e-07, + 5.7909340966944e-07, + 5.78167203002522e-07, + 5.772361646450008e-07, + 5.763130843661202e-07, + 5.753984737566498e-07, + 5.744904001403484e-07, + 5.735888635172159e-07, + 5.727109737563296e-07, + 5.718334250559565e-07, + 5.709631523131975e-07, + 5.700848078049603e-07, + 5.691957198905584e-07, + 5.683120321009483e-07, + 5.674257295140706e-07, + 5.665506819241273e-07, + 5.656844450641074e-07, + 5.648124670187826e-07, + 5.639290634462668e-07, + 5.63040771339729e-07, + 5.6214804544652e-07, + 5.612597533399821e-07, + 5.603642989626678e-07, + 5.594821459453669e-07, + 5.586077236330311e-07, + 5.577535375778098e-07, + 5.569124823523453e-07, + 5.560751219491067e-07, + 5.552384436668945e-07, + 5.544046643990441e-07, + 5.535787863664154e-07, + 5.527562620954996e-07, + 5.519551677934942e-07, + 5.511557219506358e-07, + 5.503498528014461e-07, + 5.495517143572215e-07, + 5.48748630535556e-07, + 5.479693072629743e-07, + 5.47180434296024e-07, + 5.463806473926525e-07, + 5.455866016745858e-07, + 5.448051183520874e-07, + 5.440372774501157e-07, + 5.432682996797666e-07, + 5.424998903436062e-07, + 5.417238639893185e-07, + 5.409398795563902e-07, + 5.401610110311594e-07, + 5.393764013206237e-07, + 5.385954864323139e-07, + 5.37808489298186e-07, + 5.370161488826852e-07, + 5.362447836887441e-07, + 5.35481945007632e-07, + 5.347225737750705e-07, + 5.339657036529388e-07, + 5.332033765625965e-07, + 5.324433232090087e-07, + 5.316964575285965e-07, + 5.309471475811733e-07, + 5.302032377585419e-07, + 5.294667175803625e-07, + 5.287359954309068e-07, + 5.279992478790518e-07, + 5.272656835586531e-07, + 5.265221716399537e-07, + 5.257741122477455e-07, + 5.250206527307455e-07, + 5.242666816229757e-07, + 5.235302182882151e-07, + 5.227974497756804e-07, + 5.22077243658714e-07, + 5.213518079472124e-07, + 5.206373430155509e-07, + 5.199246402298741e-07, + 5.192122785047104e-07, + 5.184954829928756e-07, + 5.177826096769422e-07, + 5.170828671907657e-07, + 5.163909122529731e-07, + 5.156968541086826e-07, + 5.150009769749886e-07, + 5.143015755493252e-07, + 5.13584154759883e-07, + 5.128720772518136e-07, + 5.121664230500755e-07, + 5.114592340760282e-07, + 5.107503397994151e-07, + 5.100483235764841e-07, + 5.093495474284282e-07, + 5.086536702947342e-07, + 5.079590437162551e-07, + 5.072575959275127e-07, + 5.065550112703932e-07, + 5.058513465883152e-07, + 5.051570610703493e-07, + 5.044656177233264e-07, + 5.037765049564769e-07, + 5.030862553212501e-07, + 5.02394470913714e-07, + 5.017047897126758e-07, + 5.010174959352298e-07, + 5.003366823075339e-07, + 4.996646794097614e-07, + 4.989933017895964e-07, + 4.983338044439733e-07, + 4.976742502549314e-07, + 4.970145823790517e-07, + 4.963627588949748e-07, + 4.957221335644135e-07, + 4.950894663124927e-07, + 4.944634497405787e-07, + 4.938508482155157e-07, + 4.932444994665275e-07, + 4.926425276607915e-07, + 4.920412948195008e-07, + 4.914372766506858e-07, + 4.908455366603448e-07, + 4.902535692963284e-07, + 4.896741074844613e-07, + 4.891006710749934e-07, + 4.885246767116769e-07, + 4.879512971456279e-07, + 4.873737111665832e-07, + 4.867923735218938e-07, + 4.862084779233555e-07, + 4.856255486629379e-07, + 4.850388108934567e-07, + 4.844516752200434e-07, + 4.8386704065706e-07, + 4.8328223556382e-07, + 4.82688847114332e-07, + 4.820853973797057e-07, + 4.814766612071253e-07, + 4.808673566003563e-07, + 4.802637363354734e-07, + 4.796528401129763e-07, + 4.790437060364638e-07, + 4.784454290529538e-07, + 4.778360107593471e-07, + 4.772293777932646e-07, + 4.7662538804615906e-07, + 4.7602085828657437e-07, + 4.754120652705751e-07, + 4.74803016459191e-07, + 4.741969235055876e-07, + 4.735964580504515e-07, + 4.7300790129156667e-07, + 4.724205950878968e-07, + 4.718294235317444e-07, + 4.712390193617466e-07, + 4.706509173502127e-07, + 4.700634690379957e-07, + 4.694850588293775e-07, + 4.6891580041119596e-07, + 4.6835191369609674e-07, + 4.6779197759860836e-07, + 4.6723661739633826e-07, + 4.66687851030656e-07, + 4.661344235046272e-07, + 4.655859129343298e-07, + 4.650317180221464e-07, + 4.644817863663775e-07, + 4.6393694219659665e-07, + 4.6339064851963485e-07, + 4.628500107628497e-07, + 4.623059624009329e-07, + 4.6175586021490744e-07, + 4.612067243670026e-07, + 4.606555421560188e-07, + 4.6011015797375876e-07, + 4.5957170868859976e-07, + 4.590363857914781e-07, + 4.5849640173400985e-07, + 4.579590324738092e-07, + 4.574229137688235e-07, + 4.568971974094893e-07, + 4.563680988667329e-07, + 4.5584062036141404e-07, + 4.5533013803833455e-07, + 4.5482161681320576e-07, + 4.543119018762809e-07, + 4.538037217116653e-07, + 4.532936941359367e-07, + 4.5278747506927175e-07, + 4.5227710643303e-07, + 4.5176085450293613e-07, + 4.512453699589969e-07, + 4.507263042796694e-07, + 4.502039985254669e-07, + 4.4967543999518966e-07, + 4.4914790464645193e-07, + 4.4862403569823073e-07, + 4.480898780911957e-07, + 4.4756026795766957e-07, + 4.4702554191644595e-07, + 4.4649195274359954e-07, + 4.4594960968424857e-07, + 4.4540618659993925e-07, + 4.4486876049631974e-07, + 4.443341197202244e-07, + 4.4381513930602523e-07, + 4.4329689785627124e-07, + 4.427841417964373e-07, + 4.4227468265489733e-07, + 4.4176988467370393e-07, + 4.4126335296823527e-07, + 4.407641824855091e-07, + 4.4026563728039037e-07, + 4.397695647639921e-07, + 4.3927715864811034e-07, + 4.387863441479567e-07, + 4.382974623240443e-07, + 4.3781020053756947e-07, + 4.3732379140237754e-07, + 4.3684948991540296e-07, + 4.3638047486638243e-07, + 4.3591600729087077e-07, + 4.3544960703911784e-07, + 4.3498130253283307e-07, + 4.3450967268654495e-07, + 4.340378154665814e-07, + 4.335697951773909e-07, + 4.330999274770875e-07, + 4.326347777805495e-07, + 4.321694575537549e-07, + 4.3170433627892635e-07, + 4.3123682758050563e-07, + 4.307657377466967e-07, + 4.302902141262166e-07, + 4.2982210857189784e-07, + 4.2935499777740915e-07, + 4.288968113996816e-07, + 4.2843561232075444e-07, + 4.2797560695362336e-07, + 4.275186142876919e-07, + 4.2706275849013764e-07, + 4.266080111392512e-07, + 4.261584649611905e-07, + 4.2570189862090047e-07, + 4.2524774812591204e-07, + 4.248006746365718e-07, + 4.243505031809036e-07, + 4.238930841893307e-07, + 4.2343489781160315e-07, + 4.2297779145883396e-07, + 4.2251878085153294e-07, + 4.2206315242765413e-07, + 4.216134072976274e-07, + 4.211640316498233e-07, + 4.2071323491654766e-07, + 4.202589423130121e-07, + 4.198037970581936e-07, + 4.1934842442969966e-07, + 4.188899254131684e-07, + 4.184302895282599e-07, + 4.1797304106694355e-07, + 4.175187768851174e-07, + 4.1706590536705335e-07, + 4.1661402860881935e-07, + 4.161640561051172e-07, + 4.157087403200421e-07, + 4.1526425320626004e-07, + 4.148174923557235e-07, + 4.143765295339108e-07, + 4.139396878599655e-07, + 4.1351665913680336e-07, + 4.130921240630414e-07, + 4.126726764752675e-07, + 4.122608743273304e-07, + 4.118535059660644e-07, + 4.114471607863379e-07, + 4.1104334513875074e-07, + 4.106443611817667e-07, + 4.102486457213672e-07, + 4.0984551219480636e-07, + 4.0944510715235083e-07, + 4.0904501474869903e-07, + 4.0864111383598356e-07, + 4.082373266101058e-07, + 4.0783859844850667e-07, + 4.0744492935118615e-07, + 4.070474801665114e-07, + 4.066483541009802e-07, + 4.062479490585247e-07, + 4.0584419025435636e-07, + 4.054381577134336e-07, + 4.0502669662600965e-07, + 4.046133881274727e-07, + 4.042002785809018e-07, + 4.0379237020715664e-07, + 4.0338676399187534e-07, + 4.029797082694131e-07, + 4.0257435784951667e-07, + 4.0216275465354556e-07, + 4.017533399292006e-07, + 4.013423335891275e-07, + 4.0093712527777825e-07, + 4.005332243650628e-07, + 4.0013256352722237e-07, + 3.9973812704374723e-07, + 3.993481811903621e-07, + 3.9896096382108226e-07, + 3.9857479805505136e-07, + 3.981896838922694e-07, + 3.9781215832590533e-07, + 3.974312221544096e-07, + 3.9705403764855873e-07, + 3.9667864371040196e-07, + 3.963027950248943e-07, + 3.9592399048160587e-07, + 3.955445038172911e-07, + 3.951652445266518e-07, + 3.947833704387449e-07, + 3.9440399746126786e-07, + 3.940195369978028e-07, + 3.9363399650937936e-07, + 3.9325146872215555e-07, + 3.92871072563139e-07, + 3.9248939742719813e-07, + 3.9210743807416293e-07, + 3.9172539345599944e-07, + 3.9133709606176126e-07, + 3.909491965714551e-07, + 3.905602454779e-07, + 3.901744491940917e-07, + 3.8978791394583823e-07, + 3.8940822832955746e-07, + 3.8903263543943467e-07, + 3.8866159002282075e-07, + 3.8828972037663334e-07, + 3.879182770560874e-07, + 3.875467200487037e-07, + 3.8717516304132005e-07, + 3.868050271194079e-07, + 3.8643733546450676e-07, + 3.8606987118328107e-07, + 3.8570078686461784e-07, + 3.8533238466698094e-07, + 3.849649772291741e-07, + 3.8459543816316e-07, + 3.8421867998295056e-07, + 3.838451618776162e-07, + 3.8346726682902954e-07, + 3.8309286765070283e-07, + 3.8271943481049675e-07, + 3.823494125754223e-07, + 3.819759513135068e-07, + 3.8160851545399055e-07, + 3.8124346701806644e-07, + 3.808812891747948e-07, + 3.8051788919801766e-07, + 3.801622199262056e-07, + 3.7980601064191433e-07, + 3.794476981511252e-07, + 3.7909043726358505e-07, + 3.787315279168979e-07, + 3.7837000377294316e-07, + 3.780075417125772e-07, + 3.7764880289614666e-07, + 3.7729489577031927e-07, + 3.7694206866945024e-07, + 3.765894973639661e-07, + 3.7623865978275717e-07, + 3.758872253456502e-07, + 3.7553465404016606e-07, + 3.751821679998102e-07, + 3.7483016512851464e-07, + 3.7447992440320377e-07, + 3.741289162917383e-07, + 3.737783060842048e-07, + 3.734276674549619e-07, + 3.730789899236697e-07, + 3.7272960184964177e-07, + 3.7238129380057217e-07, + 3.7203380998107605e-07, + 3.716861840530328e-07, + 3.7134122976567596e-07, + 3.7099840710652643e-07, + 3.7065404967506765e-07, + 3.703192419379775e-07, + 3.6998483210481936e-07, + 3.696517865137139e-07, + 3.6932081570739683e-07, + 3.689920049509965e-07, + 3.6866450159322994e-07, + 3.683333602566563e-07, + 3.680047768739314e-07, + 3.6767482924915385e-07, + 3.6734641639668553e-07, + 3.6701786143567006e-07, + 3.666907275601261e-07, + 3.66369988569204e-07, + 3.6604754427571606e-07, + 3.6572475892171497e-07, + 3.6540234304993646e-07, + 3.650835935786745e-07, + 3.647652420113445e-07, + 3.644429966698226e-07, + 3.641217745098402e-07, + 3.6379765333549585e-07, + 3.6347475429465703e-07, + 3.6315387319518777e-07, + 3.6283415738580516e-07, + 3.6251333312975476e-07, + 3.6219202570464404e-07, + 3.6186924035064294e-07, + 3.6154693816570216e-07, + 3.6122722235631954e-07, + 3.6090582966608054e-07, + 3.60585460157381e-07, + 3.602666822644096e-07, + 3.599541855692223e-07, + 3.5964535527455155e-07, + 3.5933442177338293e-07, + 3.5902158401768247e-07, + 3.5870942838300834e-07, + 3.583970453746588e-07, + 3.580838097150263e-07, + 3.57771313019839e-07, + 3.574626532554248e-07, + 3.571498723431432e-07, + 3.568379156604351e-07, + 3.5652703900268534e-07, + 3.5621593497126014e-07, + 3.5589894764598284e-07, + 3.5558656463763327e-07, + 3.552733289780008e-07, + 3.549658629253827e-07, + 3.5465987480165495e-07, + 3.5435382983450836e-07, + 3.5405204812377633e-07, + 3.5374836215851246e-07, + 3.5344885418453487e-07, + 3.5314744195602543e-07, + 3.528477918735007e-07, + 3.525539966631186e-07, + 3.522636404795776e-07, + 3.5196987369090493e-07, + 3.51676021637104e-07, + 3.51381572727405e-07, + 3.51085077454627e-07, + 3.5078821269962646e-07, + 3.504975438772817e-07, + 3.5020462973989197e-07, + 3.499112324334419e-07, + 3.4961988149007084e-07, + 3.493289568723412e-07, + 3.4903561640931e-07, + 3.487430717541429e-07, + 3.484489354832476e-07, + 3.4815869298654434e-07, + 3.478693599845428e-07, + 3.475772132333077e-07, + 3.4728307696241245e-07, + 3.469868659067288e-07, + 3.466897169346339e-07, + 3.463891005139885e-07, + 3.4609044519129384e-07, + 3.4579750263219466e-07, + 3.455006378771941e-07, + 3.452042278695444e-07, + 3.4490213352000865e-07, + 3.446012613039784e-07, + 3.443017533300008e-07, + 3.44001108487646e-07, + 3.4370251000837015e-07, + 3.434066684349091e-07, + 3.431136406106816e-07, + 3.428208401601296e-07, + 3.425290060476982e-07, + 3.422344434511615e-07, + 3.4193797660009295e-07, + 3.4164540352321637e-07, + 3.4135354098907555e-07, + 3.410627584798931e-07, + 3.407739939120802e-07, + 3.404855988264899e-07, + 3.4019745953628444e-07, + 3.399105423795845e-07, + 3.396275758404954e-07, + 3.3934557563952694e-07, + 3.3907028296198405e-07, + 3.387973777080333e-07, + 3.3852623460006726e-07, + 3.382540398888523e-07, + 3.3798178833421844e-07, + 3.37713458975486e-07, + 3.3745016025932273e-07, + 3.371899595094874e-07, + 3.3693362411213457e-07, + 3.3667598131614795e-07, + 3.36417059543237e-07, + 3.3615424399613403e-07, + 3.358881599524466e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.00843738578259945, + 0.038979388773441315, + -0.006713110953569412, + -0.0021316884085536003, + -0.0009606968378648162, + -0.0004312940873205662, + -0.00016459084872622043, + -5.800352937512798e-06, + 9.615806629881263e-05, + 0.00016065212548710406, + 0.00020423356909304857, + 0.00023450638400390744, + 0.00025602977257221937, + 0.00027153422706760466, + 0.0002823396644089371, + 0.00028946236125193536, + 0.00029448719578795135, + 0.00029754542629234493, + 0.0002991175279021263, + 0.0002995698887389153, + 0.00029911991441622376, + 0.00029796265880577266, + 0.00029625085880979896, + 0.00029414414893835783, + 0.00029182923026382923, + 0.00028928148094564676, + 0.00028651434695348144, + 0.0002836037892848253, + 0.00028058551833964884, + 0.000277478015050292, + 0.0002742289216257632, + 0.000271004595560953, + 0.0002678100427147001, + 0.0002646892098709941, + 0.00026151593192480505, + 0.0002582894521765411, + 0.0002549360506236553, + 0.00025154530885629356, + 0.00024822779232636094, + 0.0002448878949508071, + 0.00024154070706572384, + 0.00023823890660423785, + 0.0002350577269680798, + 0.00023203858290798962, + 0.0002290509146405384, + 0.00022612640168517828, + 0.00022322587028611451, + 0.00022037670714780688, + 0.00021767363068647683, + 0.00021508242934942245, + 0.00021244196977932006, + 0.00020980513363610953, + 0.00020720525935757905, + 0.00020467914873734117, + 0.00020213965035509318, + 0.0001996695646084845, + 0.00019717327086254954, + 0.00019463637727312744, + 0.00019218085799366236, + 0.00018975111015606672, + 0.00018739697406999767, + 0.00018505130719859153, + 0.00018274213653057814, + 0.00018043030286207795, + 0.00017817894695326686, + 0.00017598904378246516, + 0.00017389653658028692, + 0.0001718481507850811, + 0.0001698541600489989, + 0.00016789691289886832, + 0.0001660149428062141, + 0.00016421734471805394, + 0.00016244490689132363, + 0.0001607028825674206, + 0.0001590050378581509, + 0.00015734815679024905, + 0.00015571837138850242, + 0.00015413921209983528, + 0.0001526185660623014, + 0.00015114835696294904, + 0.00014971753989811987, + 0.00014828033454250544, + 0.00014685367932543159, + 0.0001454474841011688, + 0.00014404724061023444, + 0.00014268582162912935, + 0.0001413284189766273, + 0.00014001276576891541, + 0.00013871953706257045, + 0.00013747101183980703, + 0.00013625764404423535, + 0.00013508395932149142, + 0.0001339420268777758, + 0.00013283148291520774, + 0.00013174461491871625, + 0.000130687520140782, + 0.00012967233487870544, + 0.00012868722842540592, + 0.00012772544869221747, + 0.00012677666381932795, + 0.00012585635704454035, + 0.0001249580382136628, + 0.0001240624551428482, + 0.00012318241351749748, + 0.0001223292638314888, + 0.00012148804671596736, + 0.00012065048940712586, + 0.00011983560398221016, + 0.00011903682025149465, + 0.00011825813271570951, + 0.00011748100951081142, + 0.00011671668471535668, + 0.00011597255797823891, + 0.00011523294233484194, + 0.00011449967132648453, + 0.0001137799845309928, + 0.00011307821841910481, + 0.0001123790571000427, + 0.00011168378841830418, + 0.00011099955736426637, + 0.00011032434849767014, + 0.00010965408000629395, + 0.00010898630716837943, + 0.00010832287807716057, + 0.00010767646745080128, + 0.00010703977750381455, + 0.00010641515837050974, + 0.00010580181697150692, + 0.00010519959323573858, + 0.00010460148041602224, + 0.00010400529572507367, + 0.00010343454050598666, + 0.00010285877215210348, + 0.00010229217150481418, + 0.00010173273039981723, + 0.00010117774218088016, + 0.00010063416993943974, + 0.00010009168909164146, + 9.95545051409863e-05, + 9.902093734126538e-05, + 9.849616617430001e-05, + 9.797808161238208e-05, + 9.746301657287404e-05, + 9.694828622741625e-05, + 9.642900113249198e-05, + 9.592241985956207e-05, + 9.541382314637303e-05, + 9.491958189755678e-05, + 9.442274313187227e-05, + 9.392661741003394e-05, + 9.34322815737687e-05, + 9.294518531532958e-05, + 9.24632913665846e-05, + 9.199102350976318e-05, + 9.152189159067348e-05, + 9.105845674639568e-05, + 9.060458978638053e-05, + 9.016929107019678e-05, + 8.973624062491581e-05, + 8.93142496352084e-05, + 8.889358286978677e-05, + 8.84892069734633e-05, + 8.809150313027203e-05, + 8.77014608704485e-05, + 8.731416164664552e-05, + 8.692734263604507e-05, + 8.654472912894562e-05, + 8.617086132289842e-05, + 8.579804853070527e-05, + 8.542533032596111e-05, + 8.50441210786812e-05, + 8.466024155495688e-05, + 8.427541615674272e-05, + 8.389183494728059e-05, + 8.35080209071748e-05, + 8.312442514579743e-05, + 8.274230640381575e-05, + 8.23621594463475e-05, + 8.19850611151196e-05, + 8.161420555552468e-05, + 8.12477373983711e-05, + 8.088359754765406e-05, + 8.052810153458267e-05, + 8.018330845516175e-05, + 7.984482363099232e-05, + 7.951462612254545e-05, + 7.919345807749778e-05, + 7.887669198680669e-05, + 7.856584124965593e-05, + 7.82572606112808e-05, + 7.79493129812181e-05, + 7.764570909785107e-05, + 7.73392166593112e-05, + 7.703656592639163e-05, + 7.673210348002613e-05, + 7.643189746886492e-05, + 7.613675552420318e-05, + 7.584466220578179e-05, + 7.55523142288439e-05, + 7.52613486838527e-05, + 7.497028855141252e-05, + 7.467513205483556e-05, + 7.438117609126493e-05, + 7.408694364130497e-05, + 7.379464659607038e-05, + 7.350365194724873e-05, + 7.3216411692556e-05, + 7.29388848412782e-05, + 7.266489410540089e-05, + 7.239103433676064e-05, + 7.211673801066354e-05, + 7.184533751569688e-05, + 7.158098014770076e-05, + 7.132105383789167e-05, + 7.106522389221936e-05, + 7.081280637066811e-05, + 7.056562026264146e-05, + 7.032443681964651e-05, + 7.008627289906144e-05, + 6.984611536609009e-05, + 6.960295286262408e-05, + 6.935804412933066e-05, + 6.91167006152682e-05, + 6.887486961204559e-05, + 6.863232556497678e-05, + 6.839103298261762e-05, + 6.814905646024272e-05, + 6.791434134356678e-05, + 6.768280582036823e-05, + 6.745282735209912e-05, + 6.722246325807646e-05, + 6.699597724946216e-05, + 6.677071360172704e-05, + 6.654786557191983e-05, + 6.632742588408291e-05, + 6.611005665035918e-05, + 6.589420809177682e-05, + 6.568236130988225e-05, + 6.546812073793262e-05, + 6.525735807372257e-05, + 6.504644989036024e-05, + 6.48319983156398e-05, + 6.462083547376096e-05, + 6.44129904685542e-05, + 6.420495628844947e-05, + 6.399888661690056e-05, + 6.379795377142727e-05, + 6.359753751894459e-05, + 6.339589162962511e-05, + 6.319753447314724e-05, + 6.300336099229753e-05, + 6.281105015659705e-05, + 6.262308306759223e-05, + 6.243523966986686e-05, + 6.224946992006153e-05, + 6.206486432347447e-05, + 6.188170664245263e-05, + 6.170038250274956e-05, + 6.152032437967137e-05, + 6.134265277069062e-05, + 6.11663272138685e-05, + 6.0986738390056416e-05, + 6.0808601119788364e-05, + 6.0628470237134025e-05, + 6.044587280484848e-05, + 6.0262380429776385e-05, + 6.0080299590481445e-05, + 5.990050340187736e-05, + 5.9720452554756775e-05, + 5.9541987866396084e-05, + 5.936540401307866e-05, + 5.9191748732700944e-05, + 5.901925032958388e-05, + 5.884764323127456e-05, + 5.8678677305579185e-05, + 5.8513622207101434e-05, + 5.83508845011238e-05, + 5.818772115162574e-05, + 5.802895611850545e-05, + 5.787125337519683e-05, + 5.771249198005535e-05, + 5.7556168030714616e-05, + 5.7398843637201935e-05, + 5.724192669731565e-05, + 5.708304524887353e-05, + 5.6920751376310363e-05, + 5.675756619893946e-05, + 5.659574890160002e-05, + 5.6435135775245726e-05, + 5.627623249893077e-05, + 5.611690357909538e-05, + 5.5961158068384975e-05, + 5.580408833338879e-05, + 5.565012907027267e-05, + 5.5497384892078117e-05, + 5.5348191381199285e-05, + 5.51993289263919e-05, + 5.505302033270709e-05, + 5.490824696607888e-05, + 5.4765470849815756e-05, + 5.46241135452874e-05, + 5.448391675599851e-05, + 5.4344469390343875e-05, + 5.420714296633378e-05, + 5.407168282545172e-05, + 5.393601531977765e-05, + 5.379953654482961e-05, + 5.366275581764057e-05, + 5.352718289941549e-05, + 5.3390456741908565e-05, + 5.32547383045312e-05, + 5.3119772928766906e-05, + 5.298481119098142e-05, + 5.285126462695189e-05, + 5.271810368867591e-05, + 5.2584113291231915e-05, + 5.2450053772190586e-05, + 5.231427712715231e-05, + 5.2177783800289035e-05, + 5.204288390814327e-05, + 5.190794399823062e-05, + 5.177269486011937e-05, + 5.1639359298860654e-05, + 5.150755896465853e-05, + 5.1376780902501196e-05, + 5.1246814109617844e-05, + 5.11173639097251e-05, + 5.0988950533792377e-05, + 5.086110104457475e-05, + 5.073537249700166e-05, + 5.0613343773875386e-05, + 5.0492057198425755e-05, + 5.037357550463639e-05, + 5.0257327529834583e-05, + 5.0141803512815386e-05, + 5.002675607101992e-05, + 4.9910788220586255e-05, + 4.9795329687185585e-05, + 4.968110079062171e-05, + 4.956671909894794e-05, + 4.9451809900347143e-05, + 4.933945820084773e-05, + 4.922734296997078e-05, + 4.911344876745716e-05, + 4.900007843389176e-05, + 4.888664261670783e-05, + 4.87734105263371e-05, + 4.866112067247741e-05, + 4.8549434723099694e-05, + 4.843987699132413e-05, + 4.833103230339475e-05, + 4.822207847610116e-05, + 4.811486724065617e-05, + 4.8007030272856355e-05, + 4.789960803464055e-05, + 4.7793175326660275e-05, + 4.7689540224382654e-05, + 4.758744398714043e-05, + 4.7484627430094406e-05, + 4.738232382806018e-05, + 4.727982377517037e-05, + 4.7178935346892104e-05, + 4.707934567704797e-05, + 4.698022530646995e-05, + 4.6880679292371497e-05, + 4.678001641877927e-05, + 4.668141991714947e-05, + 4.658406032831408e-05, + 4.6484659833367914e-05, + 4.638509199139662e-05, + 4.6285727876238525e-05, + 4.618690218194388e-05, + 4.608929521054961e-05, + 4.5991779188625515e-05, + 4.589501259033568e-05, + 4.5797092752764e-05, + 4.569753582472913e-05, + 4.559816807159223e-05, + 4.5500000851461664e-05, + 4.5402517571346834e-05, + 4.53049797215499e-05, + 4.5207500079413876e-05, + 4.511075167101808e-05, + 4.5014789066044614e-05, + 4.492007792578079e-05, + 4.482768054003827e-05, + 4.473528315429576e-05, + 4.4643446017289534e-05, + 4.4554682972375304e-05, + 4.446785897016525e-05, + 4.438075848156586e-05, + 4.4294818508205935e-05, + 4.4209205952938646e-05, + 4.412304770085029e-05, + 4.4036958570359275e-05, + 4.3951720726909116e-05, + 4.386678119772114e-05, + 4.3781885324278846e-05, + 4.369571979623288e-05, + 4.3611438741208985e-05, + 4.352866017143242e-05, + 4.3445670598885044e-05, + 4.33622881246265e-05, + 4.328042996348813e-05, + 4.3199317588005215e-05, + 4.311874363338575e-05, + 4.3040476157329977e-05, + 4.296248880564235e-05, + 4.288433774490841e-05, + 4.2806146666407585e-05, + 4.272814476280473e-05, + 4.265083043719642e-05, + 4.257263572071679e-05, + 4.2494073568377644e-05, + 4.241431815898977e-05, + 4.233619984006509e-05, + 4.225819793646224e-05, + 4.2179493902949616e-05, + 4.210036058793776e-05, + 4.202111085760407e-05, + 4.1941060771932825e-05, + 4.186215664958581e-05, + 4.178446761216037e-05, + 4.170710235484876e-05, + 4.1629024053690955e-05, + 4.1552193579263985e-05, + 4.147517029196024e-05, + 4.139926750212908e-05, + 4.132278627366759e-05, + 4.1245511965826154e-05, + 4.116847412660718e-05, + 4.109202200197615e-05, + 4.101657395949587e-05, + 4.094110045116395e-05, + 4.086631815880537e-05, + 4.079103746335022e-05, + 4.071649891557172e-05, + 4.0644354157848284e-05, + 4.057186743011698e-05, + 4.0500224713468924e-05, + 4.0428145439364016e-05, + 4.035558595205657e-05, + 4.028280091006309e-05, + 4.0210328734247014e-05, + 4.013940997538157e-05, + 4.0070171962725e-05, + 4.000057379016653e-05, + 3.9932012441568077e-05, + 3.98635929741431e-05, + 3.979599568992853e-05, + 3.972791091655381e-05, + 3.9658752939431e-05, + 3.9589918742422014e-05, + 3.9522183215012774e-05, + 3.945445132558234e-05, + 3.938821464544162e-05, + 3.9322625525528565e-05, + 3.925594864995219e-05, + 3.918826041626744e-05, + 3.9121729059843346e-05, + 3.905581252183765e-05, + 3.8989586755633354e-05, + 3.8923037209315225e-05, + 3.885646219714545e-05, + 3.879173527820967e-05, + 3.8726859202142805e-05, + 3.8661786675220355e-05, + 3.85961975553073e-05, + 3.8531954487552866e-05, + 3.8468286220449954e-05, + 3.8406415114877746e-05, + 3.834475501207635e-05, + 3.8283465983113274e-05, + 3.822254075203091e-05, + 3.816218304564245e-05, + 3.81024437956512e-05, + 3.804303560173139e-05, + 3.798240140895359e-05, + 3.7922942283330485e-05, + 3.786344677791931e-05, + 3.7804500607308e-05, + 3.774513606913388e-05, + 3.76855387003161e-05, + 3.762486812775023e-05, + 3.75639065168798e-05, + 3.7502813938772306e-05, + 3.744219065993093e-05, + 3.7381538277259097e-05, + 3.73204420611728e-05, + 3.7259203963913023e-05, + 3.719842788996175e-05, + 3.7138153857085854e-05, + 3.707828000187874e-05, + 3.7018740840721875e-05, + 3.696002022479661e-05, + 3.6901255953125656e-05, + 3.6843703128397465e-05, + 3.67869324691128e-05, + 3.672995444503613e-05, + 3.6671652196673676e-05, + 3.661372102214955e-05, + 3.655652835732326e-05, + 3.650016151368618e-05, + 3.6443678254727274e-05, + 3.638742055045441e-05, + 3.63305261998903e-05, + 3.6273027944844216e-05, + 3.6215224099578336e-05, + 3.615791138145141e-05, + 3.610112617025152e-05, + 3.60447374987416e-05, + 3.5988763556815684e-05, + 3.593426299630664e-05, + 3.587977334973402e-05, + 3.5825731174554676e-05, + 3.577118695829995e-05, + 3.571597335394472e-05, + 3.566109080566093e-05, + 3.560604454833083e-05, + 3.55517040588893e-05, + 3.5497909266268834e-05, + 3.544375431374647e-05, + 3.53888826793991e-05, + 3.533370909281075e-05, + 3.527825538185425e-05, + 3.5223074519308284e-05, + 3.516744982334785e-05, + 3.511264731059782e-05, + 3.5058328649029136e-05, + 3.50052687281277e-05, + 3.4953016438521445e-05, + 3.490099697955884e-05, + 3.48490102624055e-05, + 3.4797205444192514e-05, + 3.474588811513968e-05, + 3.469477815087885e-05, + 3.4645006962819025e-05, + 3.4595334000186995e-05, + 3.454525722190738e-05, + 3.44956642948091e-05, + 3.444575486355461e-05, + 3.439732608967461e-05, + 3.434829704929143e-05, + 3.429859134485014e-05, + 3.424923852435313e-05, + 3.420066786929965e-05, + 3.415294486330822e-05, + 3.410515273571946e-05, + 3.405739334993996e-05, + 3.400915375095792e-05, + 3.3960415748879313e-05, + 3.391199788893573e-05, + 3.3863219869090244e-05, + 3.381467831786722e-05, + 3.376575841684826e-05, + 3.3716500183800235e-05, + 3.366854434716515e-05, + 3.36211160174571e-05, + 3.357390232849866e-05, + 3.352684143465012e-05, + 3.347943857079372e-05, + 3.343217395013198e-05, + 3.3385738788638264e-05, + 3.333914719405584e-05, + 3.329289029352367e-05, + 3.324709177832119e-05, + 3.3201646147063e-05, + 3.315582944196649e-05, + 3.311020918772556e-05, + 3.3063966839108616e-05, + 3.301744436612353e-05, + 3.2970587199088186e-05, + 3.2923693652264774e-05, + 3.287788786110468e-05, + 3.283231126260944e-05, + 3.27875095536001e-05, + 3.274238406447694e-05, + 3.2697942515369505e-05, + 3.2653599191689864e-05, + 3.260928860981949e-05, + 3.256470154155977e-05, + 3.252035457990132e-05, + 3.247682616347447e-05, + 3.2433777960250154e-05, + 3.2390595151809976e-05, + 3.234729956602678e-05, + 3.2303782063536346e-05, + 3.225914406357333e-05, + 3.221484075766057e-05, + 3.2170937629416585e-05, + 3.212693627574481e-05, + 3.2082822144730017e-05, + 3.2039140933193266e-05, + 3.199565253453329e-05, + 3.195234603481367e-05, + 3.1909115932649e-05, + 3.1865467462921515e-05, + 3.182174623361789e-05, + 3.1777955882716924e-05, + 3.173474397044629e-05, + 3.16917103191372e-05, + 3.164881491102278e-05, + 3.160585038131103e-05, + 3.1562787626171485e-05, + 3.151986311422661e-05, + 3.147708048345521e-05, + 3.143470530631021e-05, + 3.1392875825986266e-05, + 3.135107908747159e-05, + 3.131002449663356e-05, + 3.126896626781672e-05, + 3.1227897125063464e-05, + 3.118731183349155e-05, + 3.114743594778702e-05, + 3.1108047551242635e-05, + 3.106907388428226e-05, + 3.1030929676489905e-05, + 3.0993178370408714e-05, + 3.095569263678044e-05, + 3.091825783485547e-05, + 3.0880644771968946e-05, + 3.084379932261072e-05, + 3.080693932133727e-05, + 3.077085784752853e-05, + 3.073514744755812e-05, + 3.0699276976520196e-05, + 3.066357021452859e-05, + 3.062759788008407e-05, + 3.059139271499589e-05, + 3.05550274788402e-05, + 3.0518724088324234e-05, + 3.0482178772217594e-05, + 3.0445613447227515e-05, + 3.0409202736336738e-05, + 3.037277565454133e-05, + 3.0335813789861277e-05, + 3.0298222554847598e-05, + 3.0260302082751878e-05, + 3.0222345230868086e-05, + 3.018474490090739e-05, + 3.0146695280564018e-05, + 3.0108747523627244e-05, + 3.0071478249737993e-05, + 3.003351048391778e-05, + 2.9995717341080308e-05, + 2.9958084269310348e-05, + 2.9920418455731124e-05, + 2.988249070767779e-05, + 2.9844548407709226e-05, + 2.9806788006681018e-05, + 2.9769375032628886e-05, + 2.9732702387264e-05, + 2.9696107958443463e-05, + 2.9659271604032256e-05, + 2.9622480724356137e-05, + 2.95858335448429e-05, + 2.9549228202085942e-05, + 2.951318492705468e-05, + 2.9477712814696133e-05, + 2.9442573577398434e-05, + 2.9407679903670214e-05, + 2.9373068173299544e-05, + 2.933886571554467e-05, + 2.930437221948523e-05, + 2.92701915896032e-05, + 2.9235652618808672e-05, + 2.9201381039456464e-05, + 2.9167422326281667e-05, + 2.913337084464729e-05, + 2.9099670427967794e-05, + 2.906575900851749e-05, + 2.9031469239271246e-05, + 2.899723949667532e-05, + 2.896288424381055e-05, + 2.8928890969837084e-05, + 2.8895325158373453e-05, + 2.8861953978776e-05, + 2.8828293579863384e-05, + 2.8794791433028877e-05, + 2.8761369321728125e-05, + 2.8728594770655036e-05, + 2.869561103580054e-05, + 2.8662727345363237e-05, + 2.86309023067588e-05, + 2.85992009594338e-05, + 2.8567421395564452e-05, + 2.8535736419144087e-05, + 2.8503935027401894e-05, + 2.847237374226097e-05, + 2.844054688466713e-05, + 2.840835804818198e-05, + 2.8376216505421326e-05, + 2.834384940797463e-05, + 2.8311280402704142e-05, + 2.827832031471189e-05, + 2.8245420253369957e-05, + 2.8212753022671677e-05, + 2.8179438231745735e-05, + 2.814641447912436e-05, + 2.811306512739975e-05, + 2.8079790354240686e-05, + 2.804596624628175e-05, + 2.8012074835714884e-05, + 2.797855449898634e-05, + 2.7945206966251135e-05, + 2.7912836230825633e-05, + 2.7880509151145816e-05, + 2.7848529498442076e-05, + 2.7816755391540937e-05, + 2.778526868496556e-05, + 2.7753672839025967e-05, + 2.772253537841607e-05, + 2.7691436116583645e-05, + 2.7660493287839927e-05, + 2.762977237580344e-05, + 2.7599158784141764e-05, + 2.7568661607801914e-05, + 2.7538266294868663e-05, + 2.750792191363871e-05, + 2.747833241301123e-05, + 2.7449072149465792e-05, + 2.7420095648267306e-05, + 2.7390997274778783e-05, + 2.7361778847989626e-05, + 2.733235487539787e-05, + 2.7302918169880286e-05, + 2.727371611399576e-05, + 2.724439764278941e-05, + 2.721537384786643e-05, + 2.7186339139007032e-05, + 2.7157315344084054e-05, + 2.7128142392029986e-05, + 2.7098747523268685e-05, + 2.7069076168118045e-05, + 2.7039866836275905e-05, + 2.7010717531084083e-05, + 2.698212665563915e-05, + 2.6953346605296247e-05, + 2.6924637495540082e-05, + 2.6896117560681887e-05, + 2.6867666747421026e-05, + 2.683929051272571e-05, + 2.681123442016542e-05, + 2.6782741770148277e-05, + 2.6754396458272822e-05, + 2.6726491341833025e-05, + 2.6698395231505856e-05, + 2.66698443738278e-05, + 2.664124440343585e-05, + 2.6612715373630635e-05, + 2.6584066290524788e-05, + 2.6555628210189752e-05, + 2.652755574672483e-05, + 2.6499506930122152e-05, + 2.6471367164049298e-05, + 2.644301093823742e-05, + 2.641459650476463e-05, + 2.6386167519376613e-05, + 2.6357547540101223e-05, + 2.6328856620239094e-05, + 2.6300313038518652e-05, + 2.6271954993717372e-05, + 2.624368244141806e-05, + 2.6215471734758466e-05, + 2.6187381081399508e-05, + 2.615895209601149e-05, + 2.613119977468159e-05, + 2.610330739116762e-05, + 2.6075776986544952e-05, + 2.6048503059428185e-05, + 2.60220913332887e-05, + 2.5995583200710826e-05, + 2.5969393391278572e-05, + 2.5943680157070048e-05, + 2.5918243409250863e-05, + 2.5892870326060802e-05, + 2.586765549494885e-05, + 2.5842742616077885e-05, + 2.5818033464020118e-05, + 2.5792860469664447e-05, + 2.57678530033445e-05, + 2.57428710028762e-05, + 2.5717645257827826e-05, + 2.569242860772647e-05, + 2.5667530280770734e-05, + 2.5642946638981812e-05, + 2.561812652857043e-05, + 2.5593202735763043e-05, + 2.5568195269443095e-05, + 2.5542976800352335e-05, + 2.5517618269077502e-05, + 2.549192140577361e-05, + 2.546610812714789e-05, + 2.5440307581447996e-05, + 2.5414830815861933e-05, + 2.538949775043875e-05, + 2.5364071916555986e-05, + 2.533875340304803e-05, + 2.5313043806818314e-05, + 2.5287470634793863e-05, + 2.5261797418352216e-05, + 2.523648799979128e-05, + 2.52112586167641e-05, + 2.518623114156071e-05, + 2.516159111110028e-05, + 2.5137233023997396e-05, + 2.511304228391964e-05, + 2.5088918846449815e-05, + 2.5064859073609114e-05, + 2.504127587599214e-05, + 2.501747803762555e-05, + 2.4993914848892018e-05, + 2.4970464437501505e-05, + 2.494698310329113e-05, + 2.4923316232161596e-05, + 2.489960752427578e-05, + 2.4875911549315788e-05, + 2.4852051865309477e-05, + 2.482834861439187e-05, + 2.4804328859318048e-05, + 2.4780241801636294e-05, + 2.4756342099863105e-05, + 2.473257336532697e-05, + 2.4708726414246485e-05, + 2.468485945428256e-05, + 2.466098521836102e-05, + 2.4636723537696525e-05, + 2.4612483684904873e-05, + 2.45881819864735e-05, + 2.4564073100918904e-05, + 2.453991874062922e-05, + 2.4516191842849366e-05, + 2.4492721422575414e-05, + 2.4469534764648415e-05, + 2.4446295356028713e-05, + 2.4423083232250065e-05, + 2.4399863832513802e-05, + 2.4376646251766942e-05, + 2.435351416352205e-05, + 2.4330534870387055e-05, + 2.430757012916729e-05, + 2.4284503524540924e-05, + 2.426147875667084e-05, + 2.423851765342988e-05, + 2.421542194497306e-05, + 2.4191873308154754e-05, + 2.4168528398149647e-05, + 2.4144908820744604e-05, + 2.4121505703078583e-05, + 2.4098164431052282e-05, + 2.4075035980786197e-05, + 2.405169107078109e-05, + 2.402872451057192e-05, + 2.400590710749384e-05, + 2.398326796537731e-05, + 2.396055424469523e-05, + 2.3938322556205094e-05, + 2.3916052668937482e-05, + 2.3893653633422218e-05, + 2.3871320081525482e-05, + 2.3848884666222148e-05, + 2.3826287360861897e-05, + 2.3803628209861927e-05, + 2.378120188950561e-05, + 2.3759075702400878e-05, + 2.3737016817904077e-05, + 2.371497430431191e-05, + 2.369303911109455e-05, + 2.367106753808912e-05, + 2.3649023205507547e-05, + 2.3626987967872992e-05, + 2.3604981834068894e-05, + 2.358308483962901e-05, + 2.3561136913485825e-05, + 2.3539216272183694e-05, + 2.351729381189216e-05, + 2.349549140490126e-05, + 2.3473647161154076e-05, + 2.3451868401025422e-05, + 2.343014239158947e-05, + 2.34084072872065e-05, + 2.3386839529848658e-05, + 2.3365400920738466e-05, + 2.334386772417929e-05, + 2.332293297513388e-05, + 2.3302020053961314e-05, + 2.3281194444280118e-05, + 2.3260497982846573e-05, + 2.323993612662889e-05, + 2.321945794392377e-05, + 2.3198750568553805e-05, + 2.3178201445261948e-05, + 2.3157566829468124e-05, + 2.3137028620112687e-05, + 2.3116481315810233e-05, + 2.3096023141988553e-05, + 2.3075965145835653e-05, + 2.3055799829307944e-05, + 2.303561268490739e-05, + 2.3015447368379682e-05, + 2.299551124451682e-05, + 2.2975600586505607e-05, + 2.2955444364924915e-05, + 2.293535362696275e-05, + 2.2915082809049636e-05, + 2.289488838869147e-05, + 2.287481584062334e-05, + 2.2854819690110162e-05, + 2.2834754417999648e-05, + 2.281465640407987e-05, + 2.279446562170051e-05, + 2.2774302124162205e-05, + 2.2754305973649025e-05, + 2.2734202502761036e-05, + 2.271416269650217e-05, + 2.2694222934660502e-05, + 2.2674676074529998e-05, + 2.2655356588074937e-05, + 2.2635904315393418e-05, + 2.2616335627390072e-05, + 2.2596808776143007e-05, + 2.2577267372980714e-05, + 2.2557673219125718e-05, + 2.2538122721016407e-05, + 2.2518814148497768e-05, + 2.2499247279483825e-05, + 2.247973134217318e-05, + 2.2460280888481066e-05, + 2.2440817701863125e-05, + 2.2420987079385668e-05, + 2.240144385723397e-05, + 2.2381846065400168e-05, + 2.2362612071447074e-05, + 2.2343467207974754e-05, + 2.2324318706523627e-05, + 2.230543759651482e-05, + 2.2286438252194785e-05, + 2.226770084234886e-05, + 2.2248841560212895e-05, + 2.2230093236430548e-05, + 2.2211710529518314e-05, + 2.21935442823451e-05, + 2.217516339442227e-05, + 2.2156775230541825e-05, + 2.2138354324852116e-05, + 2.211980063293595e-05, + 2.210122511314694e-05, + 2.2083038857090287e-05, + 2.206471071986016e-05, + 2.2046349840820767e-05, + 2.2028118110029027e-05, + 2.2009911845088936e-05, + 2.199155460402835e-05, + 2.1973246475681663e-05, + 2.1954841940896586e-05, + 2.193667933170218e-05, + 2.1918573111179285e-05, + 2.190029226767365e-05, + 2.188188227592036e-05, + 2.186334677389823e-05, + 2.1844747607246973e-05, + 2.1825933799846098e-05, + 2.1807243683724664e-05, + 2.1788910089526325e-05, + 2.1770330931758508e-05, + 2.1751780877821147e-05, + 2.1732872482971288e-05, + 2.171404230466578e-05, + 2.169529761886224e-05, + 2.167648017348256e-05, + 2.1657790057361126e-05, + 2.1639276383211836e-05, + 2.1620937332045287e-05, + 2.1602611013804562e-05, + 2.1584344722214155e-05, + 2.1565907445619814e-05, + 2.154735011572484e-05, + 2.1529038349399343e-05, + 2.151076841983013e-05, + 2.1492565792868845e-05, + 2.147449049516581e-05, + 2.1456440663314424e-05, + 2.1438403564388864e-05, + 2.1420442863018252e-05, + 2.1402731363195926e-05, + 2.1385078071034513e-05, + 2.1367846784414724e-05, + 2.135076283593662e-05, + 2.133378802682273e-05, + 2.1316749553079717e-05, + 2.1299707441357896e-05, + 2.1282910893205553e-05, + 2.1266429030220024e-05, + 2.1250136342132464e-05, + 2.1234089217614383e-05, + 2.1217958419583738e-05, + 2.1201747586019337e-05, + 2.1185294826864265e-05, + 2.1168638340895995e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9804761409759521, + 1.0, + 1.0, + 0.9685677886009216, + 0.9966999292373657, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9777194261550903, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998335242271423, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956458806991577, + 0.9978888630867004, + 0.9996976852416992, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995820164680481, + 0.9795179963111877, + 1.0, + 1.0, + 1.0, + 1.0, + 0.979148805141449, + 0.987744927406311, + 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, + 0.9895806908607483, + 1.0, + 1.0, + 1.0, + 0.9934335350990295, + 0.9855138063430786, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973737597465515, + 0.9902961850166321, + 0.9933525323867798, + 0.9992069602012634, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987964034080505, + 1.0, + 0.9953818917274475, + 1.0, + 0.9904721975326538, + 0.9963173866271973, + 0.9909498691558838, + 0.9983270764350891, + 0.9950636625289917, + 1.0, + 0.9942479729652405, + 0.9809750914573669, + 0.9904662370681763, + 0.9959991574287415, + 1.0, + 0.9889382123947144, + 0.9966278076171875, + 1.0, + 1.0, + 0.9873480200767517, + 1.0, + 1.0, + 0.9903689622879028, + 0.9974334239959717, + 0.9933190941810608, + 1.0, + 1.0, + 0.9898176789283752, + 1.0, + 1.0, + 0.9975847005844116, + 0.9907808303833008, + 1.0, + 1.0, + 0.9998623132705688, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9896441698074341, + 1.0, + 0.9959588050842285, + 0.9980387687683105, + 0.9963409304618835, + 1.0, + 1.0, + 0.9710624814033508, + 1.0, + 0.998074471950531, + 1.0, + 1.0, + 0.9929932951927185, + 1.0, + 1.0, + 1.0, + 0.9969555735588074, + 1.0, + 1.0, + 1.0, + 1.0, + 0.98894864320755, + 1.0, + 0.9849699139595032, + 1.0, + 1.0, + 1.0, + 0.9988605380058289, + 1.0, + 0.9931613206863403, + 1.0, + 1.0, + 0.9921311140060425, + 0.9711569547653198, + 1.0, + 0.9862884879112244, + 1.0, + 0.9735096096992493, + 0.994648277759552, + 0.9916907548904419, + 1.0, + 1.0, + 1.0, + 0.9877865314483643, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950640797615051, + 0.9997318983078003, + 1.0, + 0.9874594211578369, + 0.9806994795799255, + 0.9923640489578247, + 0.9858400821685791, + 0.9835042953491211, + 0.9962159991264343, + 0.9910275936126709, + 1.0, + 1.0, + 0.9955496788024902, + 1.0, + 0.9971910715103149, + 1.0, + 0.9965093731880188, + 0.9927340745925903, + 0.9991934895515442, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970254898071289, + 0.9756271839141846, + 0.9966729879379272, + 1.0, + 1.0, + 0.9988842606544495, + 0.9839075803756714, + 0.9922839999198914, + 0.993116021156311, + 0.995450496673584, + 0.9878777861595154, + 0.9840160608291626, + 0.9957625269889832, + 1.0, + 1.0, + 1.0, + 0.9940688014030457, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978524386882782, + 0.9949076175689697, + 1.0, + 1.0, + 0.9915496706962585, + 1.0, + 0.997553288936615, + 0.9973950982093811, + 0.9941856861114502, + 1.0, + 0.9899247884750366, + 1.0, + 0.9917432069778442, + 1.0, + 1.0, + 0.9927809834480286, + 0.9922250509262085, + 1.0, + 0.9985100626945496, + 0.9833252429962158, + 1.0, + 1.0, + 0.991402804851532, + 0.9864103198051453, + 0.9979068636894226, + 0.9846687912940979, + 1.0, + 0.9962103962898254, + 1.0, + 0.9994022846221924, + 0.9970483183860779, + 1.0, + 0.9937702417373657, + 0.999415934085846, + 1.0, + 0.999069333076477, + 1.0, + 1.0, + 1.0, + 0.9998376369476318, + 0.9948393702507019, + 1.0, + 0.9985798597335815, + 0.996795654296875, + 0.9906268119812012, + 1.0, + 1.0, + 0.991693913936615, + 0.9836885929107666, + 0.9926965832710266, + 1.0, + 0.9796415567398071, + 0.9999051094055176, + 1.0, + 0.991201639175415, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987236261367798, + 0.9995973706245422, + 0.9967772960662842, + 1.0, + 0.9843562841415405, + 1.0, + 0.9869272708892822, + 0.998924195766449, + 0.983296811580658, + 1.0, + 0.9897028803825378, + 0.9959719777107239, + 0.9925460815429688, + 0.9963091015815735, + 0.998037576675415, + 1.0, + 0.9909120798110962, + 0.99236661195755, + 1.0, + 1.0, + 1.0, + 0.9972601532936096, + 1.0, + 0.9988346099853516, + 1.0, + 1.0, + 0.9957391619682312, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947054386138916, + 1.0, + 1.0, + 0.9922056794166565, + 0.9951749444007874, + 0.99857097864151, + 1.0, + 1.0, + 0.9981643557548523, + 1.0, + 0.9894617199897766, + 0.9764314293861389, + 1.0, + 0.9825320839881897, + 0.9866795539855957, + 0.9993830919265747, + 1.0, + 1.0, + 1.0, + 0.9949080944061279, + 1.0, + 1.0, + 0.9832186102867126, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972813725471497, + 1.0, + 0.9863948225975037, + 0.9989268183708191, + 1.0, + 0.9893438220024109, + 1.0, + 1.0, + 0.9961937069892883, + 0.9788274168968201, + 0.9906530976295471, + 1.0, + 1.0, + 1.0, + 0.9893649220466614, + 0.9922066926956177, + 1.0, + 1.0, + 1.0, + 0.9844881892204285, + 0.9924613833427429, + 1.0, + 1.0, + 1.0, + 0.9997394680976868, + 0.9928255677223206, + 1.0, + 0.9977522492408752, + 1.0, + 1.0, + 1.0, + 0.9931191205978394, + 0.9982973337173462, + 1.0, + 1.0, + 0.9977272748947144, + 0.9973369240760803, + 0.9921069145202637, + 0.9804657697677612, + 1.0, + 0.9989005923271179, + 0.9712291359901428, + 0.9827890992164612, + 1.0, + 0.9914913177490234, + 1.0, + 1.0, + 1.0, + 0.9947111010551453, + 1.0, + 1.0, + 1.0, + 0.9826469421386719, + 0.9869458675384521, + 1.0, + 1.0, + 0.9861940145492554, + 0.9953275918960571, + 0.9977877736091614, + 0.9756290912628174, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953910708427429, + 1.0, + 1.0, + 1.0, + 0.983873188495636, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990135133266449, + 0.989076554775238, + 1.0, + 1.0, + 0.9885960221290588, + 1.0, + 0.9897645115852356, + 1.0, + 1.0, + 1.0, + 0.9969467520713806, + 0.9912013411521912, + 1.0, + 0.9954301118850708, + 1.0, + 0.9945315718650818, + 0.9720491766929626, + 1.0, + 0.9925596714019775, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9826925992965698, + 0.9803715348243713, + 1.0, + 0.9892025589942932, + 1.0, + 0.9920576214790344, + 1.0, + 1.0, + 0.9994848966598511, + 0.9881643652915955, + 1.0, + 0.9819393157958984, + 0.994145393371582, + 1.0, + 1.0, + 0.9871954321861267, + 0.9947323203086853, + 1.0, + 1.0, + 1.0, + 0.9761561155319214, + 1.0, + 1.0, + 1.0, + 0.9837139248847961, + 0.9949297308921814, + 0.9755598902702332, + 1.0, + 0.9976910352706909, + 0.9978815317153931, + 0.9943802952766418, + 0.99336177110672, + 0.9984287619590759, + 1.0, + 0.9842478632926941, + 1.0, + 0.9942837953567505, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9961734414100647, + 1.0, + 1.0, + 1.0, + 0.9963417649269104, + 0.9955403208732605, + 0.9973055124282837, + 0.9984127283096313, + 0.9899535775184631, + 1.0, + 0.9830606579780579, + 0.9900349974632263, + 1.0, + 1.0, + 0.9973651170730591, + 0.9909229278564453, + 0.9894384741783142, + 1.0, + 0.9996050596237183, + 1.0, + 1.0, + 1.0, + 0.9953540563583374, + 0.9945017099380493, + 0.9966927766799927, + 0.9965478777885437, + 0.9772642850875854, + 1.0, + 0.9953693151473999, + 1.0, + 1.0, + 0.997722864151001, + 1.0, + 0.9909311532974243, + 0.9936240315437317, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988184571266174, + 1.0, + 0.9888707399368286, + 0.9950771927833557, + 0.9804065227508545, + 0.9882811903953552, + 0.9991266131401062, + 1.0, + 1.0, + 0.9940497875213623, + 0.9994604587554932, + 0.9774103760719299, + 1.0, + 1.0, + 0.9937122464179993, + 1.0, + 0.9736605286598206, + 1.0, + 1.0, + 0.9962863922119141, + 0.9876486659049988, + 0.9857959151268005, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968051910400391, + 1.0, + 0.998698353767395, + 1.0, + 1.0, + 0.9768282771110535, + 0.9923830032348633, + 0.9988023042678833, + 1.0, + 1.0, + 1.0, + 0.9859849214553833, + 1.0, + 0.9961960911750793, + 0.9933261275291443, + 0.9954414367675781, + 1.0, + 0.9990370869636536, + 1.0, + 1.0, + 1.0, + 1.0, + 0.98016357421875, + 0.9982610940933228, + 0.9861472845077515, + 1.0, + 0.9881138801574707, + 1.0, + 1.0, + 1.0, + 0.9977051019668579, + 0.9848651885986328, + 0.992045521736145, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957602620124817, + 0.9941924810409546, + 1.0, + 1.0, + 0.9935261011123657, + 0.9987098574638367, + 0.9990188479423523, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989983856678009, + 0.9990318417549133, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999200701713562, + 0.9936388731002808, + 0.9903166890144348, + 1.0, + 0.9853999614715576, + 1.0, + 1.0, + 0.9913077354431152, + 0.9857925176620483, + 0.9906035661697388, + 0.992489218711853, + 0.9814465045928955, + 0.992601215839386, + 0.9956881999969482, + 1.0, + 1.0, + 0.9823659062385559, + 1.0, + 0.981526255607605, + 0.9923851490020752, + 1.0, + 0.9980414509773254, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984785318374634, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9936636090278625, + 1.0, + 1.0, + 0.9850360751152039, + 1.0, + 0.9984035491943359, + 0.9987078905105591, + 1.0, + 1.0, + 1.0, + 0.9981721043586731, + 0.9938215613365173, + 0.9830799102783203, + 1.0, + 1.0, + 1.0, + 0.9990498423576355, + 1.0, + 0.9875943064689636, + 0.9869496822357178, + 0.9934133291244507, + 0.9957625865936279, + 0.9946430921554565, + 0.9908559918403625, + 1.0, + 0.9938384890556335, + 1.0, + 0.9950284361839294, + 0.9934996962547302, + 1.0, + 0.992405354976654, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922332167625427, + 0.9900466799736023, + 0.9968873858451843, + 1.0, + 0.9979695677757263, + 1.0, + 0.9832343459129333, + 1.0, + 0.9996000528335571, + 0.9703794121742249, + 0.9986944794654846, + 1.0, + 0.9996748566627502, + 1.0, + 0.995048999786377, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995749831199646, + 1.0, + 0.9942288994789124, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918944835662842, + 0.9976364970207214, + 0.9734911322593689, + 1.0, + 0.9921368360519409, + 0.9962854981422424, + 0.9935234785079956, + 1.0, + 0.9880396723747253, + 1.0, + 0.9976441860198975, + 0.9953749775886536, + 0.9992309808731079, + 0.9988047480583191, + 0.9992458820343018, + 1.0, + 0.9776105880737305, + 0.9912649393081665, + 0.9927948117256165, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944381713867188, + 1.0, + 0.9924693703651428, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9868766665458679, + 1.0, + 0.9832913279533386, + 1.0, + 0.9999834895133972, + 0.9959468245506287, + 0.9999337792396545, + 1.0, + 0.9910994172096252, + 1.0, + 0.9972782135009766, + 0.9868637323379517, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9951127767562866, + 0.9896462559700012, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973568320274353, + 0.9961109757423401, + 0.9994804263114929, + 1.0, + 0.9983309507369995, + 1.0, + 0.9787634015083313, + 1.0, + 0.9895329475402832, + 0.9931181073188782, + 0.970677375793457, + 1.0, + 0.9902923703193665, + 0.9840766787528992, + 0.9914881587028503, + 0.9998469948768616, + 0.9960724115371704, + 0.990219235420227, + 0.9940010905265808, + 1.0, + 0.9955500960350037, + 1.0, + 1.0, + 1.0, + 0.9897329807281494, + 0.9895585775375366, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9896968007087708, + 0.9966920614242554, + 1.0, + 0.9981563687324524, + 1.0, + 0.9970549941062927, + 1.0, + 0.9882279634475708, + 0.9992454051971436, + 0.9942001104354858, + 0.9868295788764954, + 0.9907804131507874, + 0.9952895045280457, + 0.9995682239532471, + 0.9994351863861084, + 0.9826124310493469, + 1.0, + 0.9923210740089417, + 0.9973530769348145, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955964684486389, + 1.0, + 1.0, + 0.9943907856941223, + 0.9967812299728394, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942730665206909, + 1.0, + 0.9846674799919128, + 0.9912942051887512, + 0.990119993686676, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985636472702026, + 0.9955393075942993, + 1.0, + 1.0, + 1.0, + 0.9996137022972107, + 1.0, + 1.0, + 0.9937161803245544, + 1.0, + 0.9930039644241333, + 0.9997032284736633, + 0.9931556582450867, + 1.0, + 0.9860802292823792, + 0.9958203434944153, + 0.9942823648452759, + 1.0, + 0.9810357689857483, + 1.0, + 1.0, + 0.9993934631347656, + 1.0, + 1.0, + 1.0, + 0.9920085072517395, + 0.9887912273406982, + 0.9990114569664001, + 1.0, + 0.9972590804100037, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972844123840332, + 1.0, + 1.0, + 1.0, + 0.9966222047805786, + 1.0, + 0.9991680383682251, + 0.9997329115867615, + 1.0, + 0.9946545958518982, + 0.9959655404090881, + 1.0, + 0.9742071032524109, + 1.0, + 0.9981140494346619, + 0.9957850575447083, + 0.9955401420593262, + 0.9979962110519409, + 1.0, + 0.9944102168083191, + 1.0, + 0.9973918795585632, + 1.0, + 0.9977295994758606, + 0.9826186895370483, + 1.0, + 1.0, + 1.0, + 0.9906455278396606, + 1.0, + 1.0, + 0.9988856315612793, + 1.0, + 0.9983689188957214, + 0.9958033561706543, + 0.9984076023101807, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9940247535705566, + 1.0, + 0.9987652897834778, + 0.9971790313720703, + 0.9822472929954529, + 0.9903564453125, + 1.0, + 1.0, + 0.9999036192893982, + 1.0, + 1.0, + 0.9997608065605164, + 0.9896790981292725, + 1.0, + 0.9994602799415588, + 0.9986022114753723, + 1.0, + 1.0, + 0.9874945878982544, + 1.0, + 0.983450710773468, + 0.9973254203796387, + 1.0, + 0.9880066514015198, + 1.0, + 0.9881685376167297, + 1.0, + 0.9960534572601318, + 0.9823631644248962, + 0.9901461005210876, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9809610843658447, + 1.0, + 1.0, + 0.9949660301208496, + 1.0, + 1.0, + 0.9993261098861694, + 1.0, + 0.9887619018554688, + 0.9987263679504395, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954622387886047, + 0.9828169345855713, + 1.0, + 1.0, + 1.0, + 0.9979696273803711, + 0.9974492192268372, + 1.0, + 0.995202898979187, + 0.9927161931991577, + 0.992509663105011, + 1.0, + 0.9985820651054382, + 1.0, + 1.0, + 0.9888632297515869, + 0.9994949698448181, + 0.998407781124115, + 0.9950623512268066, + 1.0, + 1.0, + 0.9976158142089844, + 0.9880812168121338, + 0.9986112117767334, + 0.9780761003494263, + 0.9932258129119873, + 0.995351254940033, + 1.0, + 1.0, + 0.9875240325927734, + 0.9829171299934387, + 0.9901701807975769, + 0.9867022037506104, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "frames": [ + 10000.0, + 20000.0, + 30000.0, + 40000.0, + 50000.0, + 60000.0, + 70000.0, + 80000.0, + 90000.0, + 100000.0, + 110000.0, + 120000.0, + 130000.0, + 140000.0, + 150000.0, + 160000.0, + 170000.0, + 180000.0, + 190000.0, + 200000.0, + 210000.0, + 220000.0, + 230000.0, + 240000.0, + 250000.0, + 260000.0, + 270000.0, + 280000.0, + 290000.0, + 300000.0, + 310000.0, + 320000.0, + 330000.0, + 340000.0, + 350000.0, + 360000.0, + 370000.0, + 380000.0, + 390000.0, + 400000.0, + 410000.0, + 420000.0, + 430000.0, + 440000.0, + 450000.0, + 460000.0, + 470000.0, + 480000.0, + 490000.0, + 500000.0, + 510000.0, + 520000.0, + 530000.0, + 540000.0, + 550000.0, + 560000.0, + 570000.0, + 580000.0, + 590000.0, + 600000.0, + 610000.0, + 620000.0, + 630000.0, + 640000.0, + 650000.0, + 660000.0, + 670000.0, + 680000.0, + 690000.0, + 700000.0, + 710000.0, + 720000.0, + 730000.0, + 740000.0, + 750000.0, + 760000.0, + 770000.0, + 780000.0, + 790000.0, + 800000.0, + 810000.0, + 820000.0, + 830000.0, + 840000.0, + 850000.0, + 860000.0, + 870000.0, + 880000.0, + 890000.0, + 900000.0, + 910000.0, + 920000.0, + 930000.0, + 940000.0, + 950000.0, + 960000.0, + 970000.0, + 980000.0, + 990000.0, + 1000000.0, + 1010000.0, + 1020000.0, + 1030000.0, + 1040000.0, + 1050000.0, + 1060000.0, + 1070000.0, + 1080000.0, + 1090000.0, + 1100000.0, + 1110000.0, + 1120000.0, + 1130000.0, + 1140000.0, + 1150000.0, + 1160000.0, + 1170000.0, + 1180000.0, + 1190000.0, + 1200000.0, + 1210000.0, + 1220000.0, + 1230000.0, + 1240000.0, + 1250000.0, + 1260000.0, + 1270000.0, + 1280000.0, + 1290000.0, + 1300000.0, + 1310000.0, + 1320000.0, + 1330000.0, + 1340000.0, + 1350000.0, + 1360000.0, + 1370000.0, + 1380000.0, + 1390000.0, + 1400000.0, + 1410000.0, + 1420000.0, + 1430000.0, + 1440000.0, + 1450000.0, + 1460000.0, + 1470000.0, + 1480000.0, + 1490000.0, + 1500000.0, + 1510000.0, + 1520000.0, + 1530000.0, + 1540000.0, + 1550000.0, + 1560000.0, + 1570000.0, + 1580000.0, + 1590000.0, + 1600000.0, + 1610000.0, + 1620000.0, + 1630000.0, + 1640000.0, + 1650000.0, + 1660000.0, + 1670000.0, + 1680000.0, + 1690000.0, + 1700000.0, + 1710000.0, + 1720000.0, + 1730000.0, + 1740000.0, + 1750000.0, + 1760000.0, + 1770000.0, + 1780000.0, + 1790000.0, + 1800000.0, + 1810000.0, + 1820000.0, + 1830000.0, + 1840000.0, + 1850000.0, + 1860000.0, + 1870000.0, + 1880000.0, + 1890000.0, + 1900000.0, + 1910000.0, + 1920000.0, + 1930000.0, + 1940000.0, + 1950000.0, + 1960000.0, + 1970000.0, + 1980000.0, + 1990000.0, + 2000000.0, + 2010000.0, + 2020000.0, + 2030000.0, + 2040000.0, + 2050000.0, + 2060000.0, + 2070000.0, + 2080000.0, + 2090000.0, + 2100000.0, + 2110000.0, + 2120000.0, + 2130000.0, + 2140000.0, + 2150000.0, + 2160000.0, + 2170000.0, + 2180000.0, + 2190000.0, + 2200000.0, + 2210000.0, + 2220000.0, + 2230000.0, + 2240000.0, + 2250000.0, + 2260000.0, + 2270000.0, + 2280000.0, + 2290000.0, + 2300000.0, + 2310000.0, + 2320000.0, + 2330000.0, + 2340000.0, + 2350000.0, + 2360000.0, + 2370000.0, + 2380000.0, + 2390000.0, + 2400000.0, + 2410000.0, + 2420000.0, + 2430000.0, + 2440000.0, + 2450000.0, + 2460000.0, + 2470000.0, + 2480000.0, + 2490000.0, + 2500000.0, + 2510000.0, + 2520000.0, + 2530000.0, + 2540000.0, + 2550000.0, + 2560000.0, + 2570000.0, + 2580000.0, + 2590000.0, + 2600000.0, + 2610000.0, + 2620000.0, + 2630000.0, + 2640000.0, + 2650000.0, + 2660000.0, + 2670000.0, + 2680000.0, + 2690000.0, + 2700000.0, + 2710000.0, + 2720000.0, + 2730000.0, + 2740000.0, + 2750000.0, + 2760000.0, + 2770000.0, + 2780000.0, + 2790000.0, + 2800000.0, + 2810000.0, + 2820000.0, + 2830000.0, + 2840000.0, + 2850000.0, + 2860000.0, + 2870000.0, + 2880000.0, + 2890000.0, + 2900000.0, + 2910000.0, + 2920000.0, + 2930000.0, + 2940000.0, + 2950000.0, + 2960000.0, + 2970000.0, + 2980000.0, + 2990000.0, + 3000000.0, + 3010000.0, + 3020000.0, + 3030000.0, + 3040000.0, + 3050000.0, + 3060000.0, + 3070000.0, + 3080000.0, + 3090000.0, + 3100000.0, + 3110000.0, + 3120000.0, + 3130000.0, + 3140000.0, + 3150000.0, + 3160000.0, + 3170000.0, + 3180000.0, + 3190000.0, + 3200000.0, + 3210000.0, + 3220000.0, + 3230000.0, + 3240000.0, + 3250000.0, + 3260000.0, + 3270000.0, + 3280000.0, + 3290000.0, + 3300000.0, + 3310000.0, + 3320000.0, + 3330000.0, + 3340000.0, + 3350000.0, + 3360000.0, + 3370000.0, + 3380000.0, + 3390000.0, + 3400000.0, + 3410000.0, + 3420000.0, + 3430000.0, + 3440000.0, + 3450000.0, + 3460000.0, + 3470000.0, + 3480000.0, + 3490000.0, + 3500000.0, + 3510000.0, + 3520000.0, + 3530000.0, + 3540000.0, + 3550000.0, + 3560000.0, + 3570000.0, + 3580000.0, + 3590000.0, + 3600000.0, + 3610000.0, + 3620000.0, + 3630000.0, + 3640000.0, + 3650000.0, + 3660000.0, + 3670000.0, + 3680000.0, + 3690000.0, + 3700000.0, + 3710000.0, + 3720000.0, + 3730000.0, + 3740000.0, + 3750000.0, + 3760000.0, + 3770000.0, + 3780000.0, + 3790000.0, + 3800000.0, + 3810000.0, + 3820000.0, + 3830000.0, + 3840000.0, + 3850000.0, + 3860000.0, + 3870000.0, + 3880000.0, + 3890000.0, + 3900000.0, + 3910000.0, + 3920000.0, + 3930000.0, + 3940000.0, + 3950000.0, + 3960000.0, + 3970000.0, + 3980000.0, + 3990000.0, + 4000000.0, + 4010000.0, + 4020000.0, + 4030000.0, + 4040000.0, + 4050000.0, + 4060000.0, + 4070000.0, + 4080000.0, + 4090000.0, + 4100000.0, + 4110000.0, + 4120000.0, + 4130000.0, + 4140000.0, + 4150000.0, + 4160000.0, + 4170000.0, + 4180000.0, + 4190000.0, + 4200000.0, + 4210000.0, + 4220000.0, + 4230000.0, + 4240000.0, + 4250000.0, + 4260000.0, + 4270000.0, + 4280000.0, + 4290000.0, + 4300000.0, + 4310000.0, + 4320000.0, + 4330000.0, + 4340000.0, + 4350000.0, + 4360000.0, + 4370000.0, + 4380000.0, + 4390000.0, + 4400000.0, + 4410000.0, + 4420000.0, + 4430000.0, + 4440000.0, + 4450000.0, + 4460000.0, + 4470000.0, + 4480000.0, + 4490000.0, + 4500000.0, + 4510000.0, + 4520000.0, + 4530000.0, + 4540000.0, + 4550000.0, + 4560000.0, + 4570000.0, + 4580000.0, + 4590000.0, + 4600000.0, + 4610000.0, + 4620000.0, + 4630000.0, + 4640000.0, + 4650000.0, + 4660000.0, + 4670000.0, + 4680000.0, + 4690000.0, + 4700000.0, + 4710000.0, + 4720000.0, + 4730000.0, + 4740000.0, + 4750000.0, + 4760000.0, + 4770000.0, + 4780000.0, + 4790000.0, + 4800000.0, + 4810000.0, + 4820000.0, + 4830000.0, + 4840000.0, + 4850000.0, + 4860000.0, + 4870000.0, + 4880000.0, + 4890000.0, + 4900000.0, + 4910000.0, + 4920000.0, + 4930000.0, + 4940000.0, + 4950000.0, + 4960000.0, + 4970000.0, + 4980000.0, + 4990000.0, + 5000000.0, + 5010000.0, + 5020000.0, + 5030000.0, + 5040000.0, + 5050000.0, + 5060000.0, + 5070000.0, + 5080000.0, + 5090000.0, + 5100000.0, + 5110000.0, + 5120000.0, + 5130000.0, + 5140000.0, + 5150000.0, + 5160000.0, + 5170000.0, + 5180000.0, + 5190000.0, + 5200000.0, + 5210000.0, + 5220000.0, + 5230000.0, + 5240000.0, + 5250000.0, + 5260000.0, + 5270000.0, + 5280000.0, + 5290000.0, + 5300000.0, + 5310000.0, + 5320000.0, + 5330000.0, + 5340000.0, + 5350000.0, + 5360000.0, + 5370000.0, + 5380000.0, + 5390000.0, + 5400000.0, + 5410000.0, + 5420000.0, + 5430000.0, + 5440000.0, + 5450000.0, + 5460000.0, + 5470000.0, + 5480000.0, + 5490000.0, + 5500000.0, + 5510000.0, + 5520000.0, + 5530000.0, + 5540000.0, + 5550000.0, + 5560000.0, + 5570000.0, + 5580000.0, + 5590000.0, + 5600000.0, + 5610000.0, + 5620000.0, + 5630000.0, + 5640000.0, + 5650000.0, + 5660000.0, + 5670000.0, + 5680000.0, + 5690000.0, + 5700000.0, + 5710000.0, + 5720000.0, + 5730000.0, + 5740000.0, + 5750000.0, + 5760000.0, + 5770000.0, + 5780000.0, + 5790000.0, + 5800000.0, + 5810000.0, + 5820000.0, + 5830000.0, + 5840000.0, + 5850000.0, + 5860000.0, + 5870000.0, + 5880000.0, + 5890000.0, + 5900000.0, + 5910000.0, + 5920000.0, + 5930000.0, + 5940000.0, + 5950000.0, + 5960000.0, + 5970000.0, + 5980000.0, + 5990000.0, + 6000000.0, + 6010000.0, + 6020000.0, + 6030000.0, + 6040000.0, + 6050000.0, + 6060000.0, + 6070000.0, + 6080000.0, + 6090000.0, + 6100000.0, + 6110000.0, + 6120000.0, + 6130000.0, + 6140000.0, + 6150000.0, + 6160000.0, + 6170000.0, + 6180000.0, + 6190000.0, + 6200000.0, + 6210000.0, + 6220000.0, + 6230000.0, + 6240000.0, + 6250000.0, + 6260000.0, + 6270000.0, + 6280000.0, + 6290000.0, + 6300000.0, + 6310000.0, + 6320000.0, + 6330000.0, + 6340000.0, + 6350000.0, + 6360000.0, + 6370000.0, + 6380000.0, + 6390000.0, + 6400000.0, + 6410000.0, + 6420000.0, + 6430000.0, + 6440000.0, + 6450000.0, + 6460000.0, + 6470000.0, + 6480000.0, + 6490000.0, + 6500000.0, + 6510000.0, + 6520000.0, + 6530000.0, + 6540000.0, + 6550000.0, + 6560000.0, + 6570000.0, + 6580000.0, + 6590000.0, + 6600000.0, + 6610000.0, + 6620000.0, + 6630000.0, + 6640000.0, + 6650000.0, + 6660000.0, + 6670000.0, + 6680000.0, + 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_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_df_eval.csv b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..ff7d357d38f642d78c4b2c0c4bfc7047388f3e8d --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_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 +269.0,269.0,0.4176217,833.3333,10000.0,12.0,625.0,,128.0,0.0002497952,0.1,2.866263 +1766.6666,1017.8333,0.3490329,1000.0,20000.0,20.0,1250.0,,288.0,0.0002495392,0.1,2.8568306 +2137.5,1391.0555,0.31535128,1071.4286,30000.0,28.0,1875.0,,448.0,0.0002492832,0.1,2.8233898 +2122.9167,1574.0208,0.6637667,1081.081,40000.0,37.0,2500.0,,608.0,0.0002490272,0.1,2.7806773 +2385.0,1736.2166,0.79499143,1136.3636,50000.0,44.0,3125.0,,768.0,0.0002487712,0.1,2.7497222 +2514.6155,1865.9497,0.7125015,1176.4706,60000.0,51.0,3750.0,,928.0,0.0002485152,0.1,2.7258382 +2645.8333,1977.3616,0.600561,1206.8966,70000.0,58.0,4375.0,,1088.0,0.0002482592,0.1,2.7349775 +2699.6155,2067.6436,0.8207189,1230.7693,80000.0,65.0,5000.0,,1248.0,0.0002480032,0.1,2.6725364 +2900.3225,2160.1633,0.6967127,1267.6056,90000.0,71.0,5625.0,,1376.0,0.0002477984,0.1,2.6276689 +2923.2354,2236.4707,0.7429422,1282.0513,100000.0,78.0,6250.0,,1536.0,0.0002475424,0.1,2.5834942 +3004.6052,2306.301,0.7812582,1294.1177,110000.0,85.0,6875.0,,1696.0,0.0002472864,0.1,2.5677066 +3090.723,2371.6697,0.7004892,1290.3226,120000.0,93.0,7500.0,,1856.0,0.0002470304,0.1,2.487148 +3151.7583,2431.6763,0.68080735,1300.0,130000.0,100.0,8125.0,,2016.0,0.0002467744,0.1,2.486586 +3149.5918,2482.9558,0.58244133,1296.2963,140000.0,108.0,8750.0,,2176.0,0.0002465184,0.1,2.452715 +3196.0,2530.4922,0.52727205,1304.3478,150000.0,115.0,9375.0,,2336.0,0.0002462624,0.1,2.4450736 +3390.4,2584.2363,0.5800938,1311.4755,160000.0,122.0,10000.0,,2496.0,0.0002460064,0.1,2.4253907 +3477.3,2636.7695,0.5689956,1317.8295,170000.0,129.0,10625.0,,2656.0,0.0002457504,0.1,2.3193545 +3540.8,2686.9934,0.6094903,1333.3334,180000.0,135.0,11250.0,,2784.0,0.0002455456,0.1,2.3407488 +3572.6,2733.6045,0.9821451,1338.0282,190000.0,142.0,11875.0,,2944.0,0.0002452896,0.1,2.1247787 +3589.3,2776.3892,0.72004867,1333.3334,200000.0,150.0,12500.0,,3104.0,0.0002450336,0.1,2.14334 +3569.0,2814.1326,0.694223,1337.5796,210000.0,157.0,13125.0,,3264.0,0.0002447776,0.1,2.150488 +3534.5,2846.8767,0.7594396,1333.3334,220000.0,165.0,13750.0,,3424.0,0.0002445216,0.1,2.0981305 +3513.1,2875.8428,0.7442556,1329.4797,230000.0,173.0,14375.0,,3584.0,0.0002442656,0.1,2.2185712 +3564.0,2904.5159,0.7598469,1333.3334,240000.0,180.0,15000.0,,3744.0,0.0002440096,0.1,2.1511662 +3581.1,2931.5793,0.58383024,1336.8984,250000.0,187.0,15625.0,,3904.0,0.0002437536,0.1,2.2414625 +3561.2,2955.7957,1.1892625,1347.1503,260000.0,193.0,16250.0,,4032.0,0.0002435488,0.1,2.1131177 +3611.1,2980.0662,1.0058894,1350.0,270000.0,200.0,16875.0,,4192.0,0.0002432928,0.1,2.141199 +3718.1,3006.4246,1.1205633,1352.657,280000.0,207.0,17500.0,,4352.0,0.0002430368,0.1,1.9660447 +3796.2,3033.6584,0.6522063,1355.1401,290000.0,214.0,18125.0,,4512.0,0.0002427808,0.1,2.0699453 +3792.1,3058.94,1.4053581,1351.3513,300000.0,222.0,18750.0,,4672.0,0.0002425248,0.1,2.1562715 +3881.4,3085.4707,0.7234314,1347.826,310000.0,230.0,19375.0,,4832.0,0.0002422688,0.1,2.0745668 +3960.8,3112.8245,0.8113657,1344.5378,320000.0,238.0,20000.0,,4992.0,0.0002420128,0.1,2.077181 +4005.7,3139.8813,1.1541789,1341.4634,330000.0,246.0,20625.0,,5152.0,0.0002417568,0.1,1.8424511 +4123.8,3168.82,0.67444277,1343.8735,340000.0,253.0,21250.0,,5312.0,0.0002415008,0.1,2.0686579 +4193.5,3198.0967,1.15125,1346.1538,350000.0,260.0,21875.0,,5440.0,0.000241296,0.1,1.8769746 +4262.3,3227.6577,0.8310416,1343.2836,360000.0,268.0,22500.0,,5600.0,0.00024104,0.1,2.3241305 +4275.2,3255.9697,0.88494843,1345.4546,370000.0,275.0,23125.0,,5760.0,0.000240784,0.1,2.0442219 +4360.0,3285.0232,0.96217185,1342.7562,380000.0,283.0,23750.0,,5920.0,0.000240528,0.1,1.8561306 +4444.1,3314.7432,0.99807453,1344.8276,390000.0,290.0,24375.0,,6080.0,0.000240272,0.1,1.7417581 +4578.3,3346.332,1.3055942,1346.8014,400000.0,297.0,25000.0,,6240.0,0.000240016,0.1,1.84362 +4593.2,3376.7434,1.2568014,1348.6842,410000.0,304.0,25625.0,,6400.0,0.00023976,0.1,1.6821488 +4635.0,3406.702,1.0336201,1350.4823,420000.0,311.0,26250.0,,6560.0,0.000239504,0.1,1.9309243 +4803.0,3439.174,1.3088572,1352.2013,430000.0,318.0,26875.0,,6688.0,0.0002392992,0.1,1.8708202 +4829.0,3470.761,1.0053576,1353.8462,440000.0,325.0,27500.0,,6848.0,0.0002390432,0.1,1.6395941 +4906.5,3502.6663,1.9710981,1355.4216,450000.0,332.0,28125.0,,7008.0,0.0002387872,0.1,1.5973258 +4924.0,3533.565,1.5485746,1356.9321,460000.0,339.0,28750.0,,7168.0,0.0002385312,0.1,1.6842453 +4975.8,3564.2507,1.0144724,1358.3815,470000.0,346.0,29375.0,,7328.0,0.0002382752,0.1,1.7523527 +5058.6,3595.3828,1.0833689,1359.7733,480000.0,353.0,30000.0,,7488.0,0.0002380192,0.1,1.8059456 +5283.1,3629.826,1.0110223,1364.9025,490000.0,359.0,30625.0,,7648.0,0.0002377632,0.1,1.9045247 +5327.8,3663.7854,1.1408024,1366.1202,500000.0,366.0,31250.0,,7808.0,0.0002375072,0.1,1.7082198 +5451.4,3698.8367,0.59325355,1367.2922,510000.0,373.0,31875.0,,7968.0,0.0002372512,0.1,2.0032477 +5458.8,3732.6821,0.8694032,1372.0316,520000.0,379.0,32500.0,,8096.0,0.0002370464,0.1,1.6384196 +5457.0,3765.2163,1.0005063,1369.509,530000.0,387.0,33125.0,,8256.0,0.0002367904,0.1,1.8094871 +5565.4,3798.5532,0.7721149,1374.0458,540000.0,393.0,33750.0,,8416.0,0.0002365344,0.1,1.8228528 +5532.3,3830.076,1.0355302,1371.571,550000.0,401.0,34375.0,,8576.0,0.0002362784,0.1,1.7674171 +5511.2,3860.096,0.8089995,1375.9214,560000.0,407.0,35000.0,,8736.0,0.0002360224,0.1,1.7303817 +5509.9,3889.04,1.2036992,1376.8116,570000.0,414.0,35625.0,,8896.0,0.0002357664,0.1,1.6289804 +5611.6,3918.7393,0.8913168,1377.6722,580000.0,421.0,36250.0,,9056.0,0.0002355104,0.1,1.7545621 +5631.9,3947.776,1.2099123,1378.5046,590000.0,428.0,36875.0,,9216.0,0.0002352544,0.1,1.3779869 +5685.6,3976.7395,1.0385972,1382.4885,600000.0,434.0,37500.0,,9344.0,0.0002350496,0.1,1.595408 +5729.5,4005.4734,1.3206336,1383.22,610000.0,441.0,38125.0,,9504.0,0.0002347936,0.1,1.3681517 +5717.4,4033.0852,0.5648876,1383.9286,620000.0,448.0,38750.0,,9664.0,0.0002345376,0.1,1.7482362 +5698.3,4059.517,1.2577406,1384.6154,630000.0,455.0,39375.0,,9824.0,0.0002342816,0.1,1.4335992 +5678.5,4084.814,1.6924816,1382.2894,640000.0,463.0,40000.0,,9984.0,0.0002340256,0.1,1.5534179 +5648.3,4108.8677,0.93824524,1382.9788,650000.0,470.0,40625.0,,10144.0,0.0002337696,0.1,1.4026275 +5712.2,4133.1606,1.3181607,1386.5546,660000.0,476.0,41250.0,,10304.0,0.0002335136,0.1,1.4136165 +5753.6,4157.346,1.119938,1390.0415,670000.0,482.0,41875.0,,10464.0,0.0002332576,0.1,1.577342 +5806.2,4181.5938,0.83034956,1390.593,680000.0,489.0,42500.0,,10624.0,0.0002330016,0.1,1.6356728 +5884.5,4206.2734,0.9556304,1391.129,690000.0,496.0,43125.0,,10752.0,0.0002327968,0.1,1.4521639 +5994.1,4231.814,0.88530946,1391.6501,700000.0,503.0,43750.0,,10912.0,0.0002325408,0.1,1.5856541 +6026.0,4257.084,1.0517554,1394.892,710000.0,509.0,44375.0,,11072.0,0.0002322848,0.1,1.3949183 +6030.3,4281.7124,1.2415009,1395.3489,720000.0,516.0,45000.0,,11232.0,0.0002320288,0.1,1.5961995 +6087.7,4306.4517,1.0074595,1395.7935,730000.0,523.0,45625.0,,11392.0,0.0002317728,0.1,1.555956 +6072.6,4330.3184,1.1915308,1393.597,740000.0,531.0,46250.0,,11552.0,0.0002315168,0.1,1.4160544 +6148.7,4354.5635,2.8667777,1394.052,750000.0,538.0,46875.0,,11712.0,0.0002312608,0.1,1.4873366 +6141.4,4378.074,1.0520576,1397.0588,760000.0,544.0,47500.0,,11872.0,0.0002310048,0.1,1.396016 +6170.1,4401.347,1.3275093,1397.4591,770000.0,551.0,48125.0,,12000.0,0.0002308,0.1,1.3008382 +6281.9,4425.457,1.2102886,1397.8495,780000.0,558.0,48750.0,,12160.0,0.000230544,0.1,1.4328574 +6219.1,4448.1616,1.5938308,1398.2301,790000.0,565.0,49375.0,,12320.0,0.000230288,0.1,1.3413262 +6201.9,4470.0835,1.0469769,1398.6014,800000.0,572.0,50000.0,,12480.0,0.000230032,0.1,1.5418448 +6189.1,4491.306,0.7853942,1398.9637,810000.0,579.0,50625.0,,12640.0,0.000229776,0.1,1.266918 +6215.6,4512.334,1.6840096,1399.3174,820000.0,586.0,51250.0,,12800.0,0.00022952,0.1,1.3509319 +6172.2,4532.332,0.9513408,1399.6627,830000.0,593.0,51875.0,,12960.0,0.000229264,0.1,1.5879116 +6096.5,4550.953,2.1831636,1400.0,840000.0,600.0,52500.0,,13120.0,0.000229008,0.1,1.167795 +6096.9,4569.1406,0.9109862,1400.3295,850000.0,607.0,53125.0,,13280.0,0.000228752,0.1,1.4240162 +6074.1,4586.64,0.69912595,1402.9364,860000.0,613.0,53750.0,,13408.0,0.0002285472,0.1,1.2118323 +6103.2,4604.072,1.2328753,1400.9662,870000.0,621.0,54375.0,,13568.0,0.0002282912,0.1,1.5344121 +6081.6,4620.863,1.4425323,1401.2739,880000.0,628.0,55000.0,,13728.0,0.0002280352,0.1,1.6188308 +6061.2,4637.046,0.8498629,1403.7855,890000.0,634.0,55625.0,,13888.0,0.0002277792,0.1,1.4845576 +6115.0,4653.468,0.8503021,1404.0562,900000.0,641.0,56250.0,,14048.0,0.0002275232,0.1,1.5841689 +6093.1,4669.2876,0.7630027,1404.321,910000.0,648.0,56875.0,,14208.0,0.0002272672,0.1,1.4579425 +6103.7,4684.879,0.9149494,1406.7278,920000.0,654.0,57500.0,,14368.0,0.0002270112,0.1,1.4141523 +6173.3,4700.884,0.8616228,1404.8339,930000.0,662.0,58125.0,,14528.0,0.0002267552,0.1,1.4726745 +6235.6,4717.2104,0.9388862,1405.0822,940000.0,669.0,58750.0,,14656.0,0.0002265504,0.1,1.7937211 +6244.2,4733.2837,1.2834047,1407.4073,950000.0,675.0,59375.0,,14816.0,0.0002262944,0.1,1.7373743 +6228.8,4748.863,1.2480603,1407.6246,960000.0,682.0,60000.0,,14976.0,0.0002260384,0.1,1.6564479 +6309.5,4764.9517,0.6634209,1407.8374,970000.0,689.0,60625.0,,15136.0,0.0002257824,0.1,1.6581197 +6333.7,4780.959,0.81012565,1408.046,980000.0,696.0,61250.0,,15296.0,0.0002255264,0.1,1.746417 +6378.1,4797.092,1.1774757,1408.2504,990000.0,703.0,61875.0,,15456.0,0.0002252704,0.1,1.9365904 +6361.1,4812.732,1.4764179,1408.4507,1000000.0,710.0,62500.0,,15616.0,0.0002250144,0.1,1.5996011 +6309.1,4873.133,0.9850057,1406.6852,1010000.0,718.0,63125.0,,15776.0,0.0002247584,0.1,1.4907026 +6332.9,4918.795,0.8432984,1406.8966,1020000.0,725.0,63750.0,,15936.0,0.0002245024,0.1,1.4746082 +6428.0,4961.7,0.8400129,1409.0287,1030000.0,731.0,64375.0,,16064.0,0.0002242976,0.1,1.588521 +6464.6,5005.117,1.384032,1409.2141,1040000.0,738.0,65000.0,,16224.0,0.0002240416,0.1,1.3786137 +6535.6,5046.623,1.8254706,1409.396,1050000.0,745.0,65625.0,,16384.0,0.0002237856,0.1,1.5892553 +6531.9,5086.796,1.390232,1409.5745,1060000.0,752.0,66250.0,,16544.0,0.0002235296,0.1,1.4759094 +6592.2,5126.2593,0.94433606,1409.7496,1070000.0,759.0,66875.0,,16704.0,0.0002232736,0.1,1.438873 +6595.5,5165.2183,0.9520482,1411.7646,1080000.0,765.0,67500.0,,16864.0,0.0002230176,0.1,1.3492208 +6649.0,5202.705,1.1381081,1411.9171,1090000.0,772.0,68125.0,,17024.0,0.0002227616,0.1,1.3865058 +6672.3,5240.196,0.5724505,1412.0668,1100000.0,779.0,68750.0,,17184.0,0.0002225056,0.1,1.331892 +6697.4,5277.1235,1.0722011,1414.0127,1110000.0,785.0,69375.0,,17312.0,0.0002223008,0.1,1.3372676 +6732.1,5313.538,1.0232048,1414.1414,1120000.0,792.0,70000.0,,17472.0,0.0002220448,0.1,1.5992762 +6740.4,5349.424,1.1711818,1412.5,1130000.0,800.0,70625.0,,17632.0,0.0002217888,0.1,0.99543434 +6833.3,5386.261,0.8604433,1412.6394,1140000.0,807.0,71250.0,,17792.0,0.0002215328,0.1,1.4835055 +6925.7,5423.558,1.1377698,1412.7764,1150000.0,814.0,71875.0,,17952.0,0.0002212768,0.1,1.1821574 +6959.7,5459.2505,0.9719079,1412.9111,1160000.0,821.0,72500.0,,18112.0,0.0002210208,0.1,1.5549817 +6962.3,5494.1006,0.9740016,1413.0435,1170000.0,828.0,73125.0,,18272.0,0.0002207648,0.1,1.5967996 +6952.5,5528.2183,1.9922845,1413.1737,1180000.0,835.0,73750.0,,18432.0,0.0002205088,0.1,1.5805323 +6923.4,5561.7256,0.7014669,1414.9822,1190000.0,841.0,74375.0,,18592.0,0.0002202528,0.1,1.5213187 +6900.3,5594.8364,1.886094,1415.0944,1200000.0,848.0,75000.0,,18720.0,0.000220048,0.1,1.5135176 +6873.9,5627.8843,1.0350616,1415.2047,1210000.0,855.0,75625.0,,18880.0,0.000219792,0.1,1.6082222 +6923.3,5661.7725,1.1591278,1412.037,1220000.0,864.0,76250.0,,19040.0,0.000219536,0.1,1.3990936 +6879.7,5695.439,0.7498228,1412.1699,1230000.0,871.0,76875.0,,19200.0,0.00021928,0.1,1.5284762 +6904.6,5728.845,0.9688247,1412.3007,1240000.0,878.0,77500.0,,19360.0,0.000219024,0.1,1.3436885 +6942.1,5762.455,0.8027082,1410.8352,1250000.0,886.0,78125.0,,19520.0,0.000218768,0.1,1.3411653 +7009.4,5796.937,1.6180351,1410.9742,1260000.0,893.0,78750.0,,19680.0,0.000218512,0.1,1.4345613 +7002.7,5830.853,1.151392,1411.1111,1270000.0,900.0,79375.0,,19840.0,0.000218256,0.1,1.391608 +7035.9,5864.031,0.6498081,1411.2458,1280000.0,907.0,80000.0,,20000.0,0.000218,0.1,1.783493 +7027.4,5896.342,1.3880054,1411.3785,1290000.0,914.0,80625.0,,20128.0,0.0002177952,0.1,1.1627059 +7042.6,5928.8477,1.4141333,1413.0435,1300000.0,920.0,81250.0,,20288.0,0.0002175392,0.1,1.4070323 +7032.0,5960.3535,1.3798904,1413.1608,1310000.0,927.0,81875.0,,20448.0,0.0002172832,0.1,1.1389343 +6997.2,5990.7183,1.2071398,1411.7646,1320000.0,935.0,82500.0,,20608.0,0.0002170272,0.1,1.3328085 +7039.8,6021.0596,1.2828174,1411.8896,1330000.0,942.0,83125.0,,20768.0,0.0002167712,0.1,1.2858918 +7134.6,6051.1675,2.4751422,1412.0127,1340000.0,949.0,83750.0,,20928.0,0.0002165152,0.1,1.3394544 +7201.2,6081.244,1.1681087,1412.1339,1350000.0,956.0,84375.0,,21088.0,0.0002162592,0.1,1.5797381 +7182.4,6110.445,0.7156002,1412.2534,1360000.0,963.0,85000.0,,21248.0,0.0002160032,0.1,1.2158805 +7212.4,6139.817,1.4362519,1413.8287,1370000.0,969.0,85625.0,,21376.0,0.0002157984,0.1,1.1997802 +7119.0,6167.4067,1.7341764,1413.9344,1380000.0,976.0,86250.0,,21536.0,0.0002155424,0.1,1.162924 +7059.6,6193.5625,2.2704754,1414.0387,1390000.0,983.0,86875.0,,21696.0,0.0002152864,0.1,1.1362545 +7027.3,6218.0527,1.743251,1414.1414,1400000.0,990.0,87500.0,,21856.0,0.0002150304,0.1,1.0716271 +7022.0,6242.341,2.9892566,1412.8257,1410000.0,998.0,88125.0,,22016.0,0.0002147744,0.1,1.4077551 +7000.4,6265.994,1.1569631,1412.9353,1420000.0,1005.0,88750.0,,22176.0,0.0002145184,0.1,1.2649224 +7008.4,6288.0483,1.6111033,1413.0435,1430000.0,1012.0,89375.0,,22336.0,0.0002142624,0.1,1.468588 +6961.1,6309.3687,1.3306973,1413.1501,1440000.0,1019.0,90000.0,,22496.0,0.0002140064,0.1,1.2628279 +7005.3,6330.357,1.6866322,1413.2554,1450000.0,1026.0,90625.0,,22656.0,0.0002137504,0.1,1.3632824 +6998.9,6351.1055,1.9476137,1414.7286,1460000.0,1032.0,91250.0,,22784.0,0.0002135456,0.1,1.4292887 +6972.6,6371.074,1.8029559,1414.8219,1470000.0,1039.0,91875.0,,22944.0,0.0002132896,0.1,1.2598463 +6959.5,6390.083,1.7159874,1414.914,1480000.0,1046.0,92500.0,,23104.0,0.0002130336,0.1,1.2583535 +6941.8,6406.67,1.255087,1415.0048,1490000.0,1053.0,93125.0,,23264.0,0.0002127776,0.1,1.4449719 +6949.1,6422.884,0.8162421,1415.0944,1500000.0,1060.0,93750.0,,23424.0,0.0002125216,0.1,1.2948294 +6917.3,6437.5425,1.3835709,1415.1827,1510000.0,1067.0,94375.0,,23584.0,0.0002122656,0.1,1.2110865 +7000.4,6452.958,1.0901772,1415.27,1520000.0,1074.0,95000.0,,23744.0,0.0002120096,0.1,1.3612461 +7021.5,6468.603,0.77536106,1414.0481,1530000.0,1082.0,95625.0,,23904.0,0.0002117536,0.1,1.4810029 +7039.4,6483.3433,1.2913753,1414.1414,1540000.0,1089.0,96250.0,,24032.0,0.0002115488,0.1,1.4214547 +6910.4,6497.1235,1.7854904,1414.2335,1550000.0,1096.0,96875.0,,24192.0,0.0002112928,0.1,1.3436973 +6915.9,6511.17,1.2652276,1413.0435,1560000.0,1104.0,97500.0,,24352.0,0.0002110368,0.1,1.3850945 +6892.6,6524.9976,2.237441,1411.8705,1570000.0,1112.0,98125.0,,24512.0,0.0002107808,0.1,1.7096715 +6869.0,6537.572,1.5048672,1411.975,1580000.0,1119.0,98750.0,,24672.0,0.0002105248,0.1,1.2010331 +6779.1,6549.0444,1.3963585,1410.8252,1590000.0,1127.0,99375.0,,24832.0,0.0002102688,0.1,1.3919257 +6828.8,6560.477,1.6155475,1412.18,1600000.0,1133.0,100000.0,,24992.0,0.0002100128,0.1,0.97631794 +6830.0,6571.4814,0.98073554,1412.2808,1610000.0,1140.0,100625.0,,25152.0,0.0002097568,0.1,1.1180649 +6790.5,6582.212,1.8197575,1412.3801,1620000.0,1147.0,101250.0,,25312.0,0.0002095008,0.1,1.0516186 +6782.7,6593.056,1.2226422,1412.4784,1630000.0,1154.0,101875.0,,25440.0,0.000209296,0.1,1.7282425 +6773.0,6604.0005,1.2767266,1412.5753,1640000.0,1161.0,102500.0,,25600.0,0.00020904,0.1,1.5663842 +6667.1,6614.189,2.3739867,1412.6713,1650000.0,1168.0,103125.0,,25760.0,0.000208784,0.1,1.231348 +6648.0,6623.547,1.1092687,1412.766,1660000.0,1175.0,103750.0,,25920.0,0.000208528,0.1,1.3449976 +6656.6,6632.5776,1.4014219,1411.6653,1670000.0,1183.0,104375.0,,26080.0,0.000208272,0.1,1.2579701 +6816.1,6642.6763,1.9303545,1412.952,1680000.0,1189.0,105000.0,,26240.0,0.000208016,0.1,1.2745637 +6836.0,6652.1914,1.345588,1411.863,1690000.0,1197.0,105625.0,,26400.0,0.00020776,0.1,1.2179488 +6857.4,6660.8237,0.8367545,1413.1338,1700000.0,1203.0,106250.0,,26560.0,0.000207504,0.1,1.2825012 +6851.9,6669.0825,1.9410589,1413.2231,1710000.0,1210.0,106875.0,,26688.0,0.0002072992,0.1,1.360564 +6888.8,6677.6675,0.8126942,1413.3114,1720000.0,1217.0,107500.0,,26848.0,0.0002070432,0.1,1.1913941 +6886.1,6685.652,1.4084591,1413.3987,1730000.0,1224.0,108125.0,,27008.0,0.0002067872,0.1,1.6566166 +6917.5,6694.101,1.5156488,1413.485,1740000.0,1231.0,108750.0,,27168.0,0.0002065312,0.1,1.2831012 +6857.6,6701.1904,1.9880542,1413.5703,1750000.0,1238.0,109375.0,,27328.0,0.0002062752,0.1,1.230293 +6849.7,6708.273,2.7550821,1413.6547,1760000.0,1245.0,110000.0,,27488.0,0.0002060192,0.1,1.3703121 +6800.6,6714.578,2.855647,1413.738,1770000.0,1252.0,110625.0,,27648.0,0.0002057632,0.1,1.0651494 +6754.9,6719.308,1.2906252,1413.8204,1780000.0,1259.0,111250.0,,27808.0,0.0002055072,0.1,1.3526658 +6711.1,6724.228,1.3790312,1413.9021,1790000.0,1266.0,111875.0,,27968.0,0.0002052512,0.1,1.370505 +6635.8,6728.5674,1.2429883,1415.0944,1800000.0,1272.0,112500.0,,28096.0,0.0002050464,0.1,1.6123526 +6557.8,6732.2544,1.2762486,1415.1681,1810000.0,1279.0,113125.0,,28256.0,0.0002047904,0.1,1.4664538 +6506.1,6735.16,2.0468116,1414.1414,1820000.0,1287.0,113750.0,,28416.0,0.0002045344,0.1,1.1082568 +6468.2,6738.119,0.76499027,1414.2195,1830000.0,1294.0,114375.0,,28576.0,0.0002042784,0.1,1.5270308 +6517.2,6742.3257,1.1238564,1414.2968,1840000.0,1301.0,115000.0,,28736.0,0.0002040224,0.1,1.2701519 +6530.2,6746.6587,1.116157,1415.4552,1850000.0,1307.0,115625.0,,28896.0,0.0002037664,0.1,1.4892961 +6545.0,6751.3677,1.1382662,1415.5251,1860000.0,1314.0,116250.0,,29056.0,0.0002035104,0.1,1.0935562 +6551.6,6755.852,1.195286,1415.5942,1870000.0,1321.0,116875.0,,29216.0,0.0002032544,0.1,0.9845897 +6596.2,6760.9976,1.0629576,1415.6626,1880000.0,1328.0,117500.0,,29344.0,0.0002030496,0.1,1.3086238 +6691.1,6767.2974,2.231539,1415.7303,1890000.0,1335.0,118125.0,,29504.0,0.0002027936,0.1,1.1379726 +6723.1,6773.378,1.3453485,1415.7974,1900000.0,1342.0,118750.0,,29664.0,0.0002025376,0.1,1.1788433 +6762.0,6780.0674,2.9533794,1414.8148,1910000.0,1350.0,119375.0,,29824.0,0.0002022816,0.1,1.0852463 +6856.1,6787.592,0.9777424,1412.8036,1920000.0,1359.0,120000.0,,29984.0,0.0002020256,0.1,1.2261372 +6900.4,6794.8623,0.94332653,1411.8507,1930000.0,1367.0,120625.0,,30144.0,0.0002017696,0.1,1.2571528 +6900.2,6801.5083,1.0065621,1411.9359,1940000.0,1374.0,121250.0,,30304.0,0.0002015136,0.1,1.5355077 +6912.0,6808.186,1.941211,1412.0203,1950000.0,1381.0,121875.0,,30464.0,0.0002012576,0.1,1.2421993 +6987.7,6815.775,0.96000093,1411.0872,1960000.0,1389.0,122500.0,,30624.0,0.0002010016,0.1,1.28942 +6984.4,6822.524,1.4770594,1411.1748,1970000.0,1396.0,123125.0,,30752.0,0.0002007968,0.1,1.428349 +7034.7,6829.5337,1.9575021,1411.2616,1980000.0,1403.0,123750.0,,30912.0,0.0002005408,0.1,1.5089524 +7018.0,6835.9326,1.3893019,1410.3473,1990000.0,1411.0,124375.0,,31072.0,0.0002002848,0.1,1.5272758 +6932.9,6841.6504,1.0400491,1409.4432,2000000.0,1419.0,125000.0,,31232.0,0.0002000288,0.1,1.347733 +6947.5,6848.035,1.9237393,1409.5371,2010000.0,1426.0,125625.0,,31392.0,0.0001997728,0.1,1.7434343 +6866.4,6853.37,1.1119282,1409.6301,2020000.0,1433.0,126250.0,,31552.0,0.0001995168,0.1,1.4405562 +6909.7,6858.187,1.0803013,1409.7222,2030000.0,1440.0,126875.0,,31712.0,0.0001992608,0.1,1.5112245 +6924.3,6862.7837,1.0896289,1410.7883,2040000.0,1446.0,127500.0,,31872.0,0.0001990048,0.1,1.3736246 +6932.2,6866.7495,1.3812809,1410.874,2050000.0,1453.0,128125.0,,32000.0,0.0001988,0.1,1.4591568 +6973.1,6871.162,0.8044271,1411.926,2060000.0,1459.0,128750.0,,32160.0,0.000198544,0.1,1.3054713 +6906.0,6874.301,0.5681909,1412.0055,2070000.0,1466.0,129375.0,,32320.0,0.000198288,0.1,1.4488506 +6957.5,6877.9204,0.81449646,1412.0842,2080000.0,1473.0,130000.0,,32480.0,0.000198032,0.1,1.38549 +6945.2,6880.882,0.7460123,1411.2086,2090000.0,1481.0,130625.0,,32640.0,0.000197776,0.1,1.0129825 +6914.9,6883.308,1.0631609,1411.2903,2100000.0,1488.0,131250.0,,32800.0,0.00019752,0.1,1.2757485 +6939.7,6885.7305,0.91080076,1411.3712,2110000.0,1495.0,131875.0,,32960.0,0.000197264,0.1,1.4594961 +6939.5,6887.805,0.8458601,1410.5123,2120000.0,1503.0,132500.0,,33120.0,0.000197008,0.1,1.603515 +7024.4,6890.6445,1.114328,1409.6625,2130000.0,1511.0,133125.0,,33280.0,0.000196752,0.1,1.3075202 +7057.8,6892.89,0.817382,1410.679,2140000.0,1517.0,133750.0,,33408.0,0.0001965472,0.1,1.0891645 +7095.1,6894.5845,2.2023017,1411.6875,2150000.0,1523.0,134375.0,,33568.0,0.0001962912,0.1,1.3230219 +7178.3,6896.7705,0.8903625,1411.7646,2160000.0,1530.0,135000.0,,33728.0,0.0001960352,0.1,1.2640072 +7132.4,6898.471,1.1732423,1411.8413,2170000.0,1537.0,135625.0,,33888.0,0.0001957792,0.1,1.1900558 +7187.1,6900.8184,1.2465891,1411.9171,2180000.0,1544.0,136250.0,,34048.0,0.0001955232,0.1,1.5565325 +7159.2,6903.175,1.4581501,1411.9923,2190000.0,1551.0,136875.0,,34208.0,0.0001952672,0.1,1.3189652 +7162.9,6905.801,1.3781652,1412.0668,2200000.0,1558.0,137500.0,,34368.0,0.0001950112,0.1,1.633816 +7212.8,6909.19,1.252396,1412.1406,2210000.0,1565.0,138125.0,,34528.0,0.0001947552,0.1,0.9450103 +7127.6,6911.234,1.5127894,1413.1127,2220000.0,1571.0,138750.0,,34656.0,0.0001945504,0.1,1.7435546 +7193.5,6914.372,2.1231651,1413.1813,2230000.0,1578.0,139375.0,,34816.0,0.0001942944,0.1,1.2943382 +7142.8,6916.754,0.7966669,1413.2493,2240000.0,1585.0,140000.0,,34976.0,0.0001940384,0.1,1.4816146 +7184.0,6919.1724,0.7784382,1413.3165,2250000.0,1592.0,140625.0,,35136.0,0.0001937824,0.1,1.1227642 +7240.4,6921.482,1.1851251,1413.3834,2260000.0,1599.0,141250.0,,35296.0,0.0001935264,0.1,1.4138793 +7232.5,6923.78,2.592525,1414.3302,2270000.0,1605.0,141875.0,,35456.0,0.0001932704,0.1,1.474578 +7139.3,6924.813,1.2551762,1414.3921,2280000.0,1612.0,142500.0,,35616.0,0.0001930144,0.1,1.5070088 +7226.1,6926.8013,2.4288793,1414.4534,2290000.0,1619.0,143125.0,,35776.0,0.0001927584,0.1,1.5456189 +7270.0,6929.075,1.2734786,1414.5142,2300000.0,1626.0,143750.0,,35936.0,0.0001925024,0.1,1.4843917 +7231.1,6931.0664,1.1299212,1415.4412,2310000.0,1632.0,144375.0,,36064.0,0.0001922976,0.1,1.6626666 +7227.9,6933.373,1.4267652,1415.4973,2320000.0,1639.0,145000.0,,36224.0,0.0001920416,0.1,1.7664616 +7146.1,6934.436,1.7731076,1415.5529,2330000.0,1646.0,145625.0,,36384.0,0.0001917856,0.1,1.5139842 +7188.0,6934.97,1.7055095,1415.608,2340000.0,1653.0,146250.0,,36544.0,0.0001915296,0.1,1.6598985 +7227.1,6935.2285,1.4670959,1415.6626,2350000.0,1660.0,146875.0,,36704.0,0.0001912736,0.1,1.4957714 +7300.0,6936.406,1.2186685,1414.8682,2360000.0,1668.0,147500.0,,36864.0,0.0001910176,0.1,1.3316302 +7262.7,6936.908,1.9900682,1414.9254,2370000.0,1675.0,148125.0,,37024.0,0.0001907616,0.1,1.3635626 +7236.0,6938.078,0.9862803,1414.9822,2380000.0,1682.0,148750.0,,37184.0,0.0001905056,0.1,1.3728862 +7199.6,6939.478,1.2811629,1415.0385,2390000.0,1689.0,149375.0,,37312.0,0.0001903008,0.1,1.7209743 +7101.0,6940.215,1.0376593,1415.0944,2400000.0,1696.0,150000.0,,37472.0,0.0001900448,0.1,1.371549 +7122.0,6941.215,1.4900637,1415.1498,2410000.0,1703.0,150625.0,,37632.0,0.0001897888,0.1,1.2479274 +7150.5,6942.7163,1.062733,1415.2047,2420000.0,1710.0,151250.0,,37792.0,0.0001895328,0.1,1.2763984 +7137.8,6944.0107,0.9382271,1415.2592,2430000.0,1717.0,151875.0,,37952.0,0.0001892768,0.1,1.4577262 +7104.8,6945.4473,1.9216771,1414.4928,2440000.0,1725.0,152500.0,,38112.0,0.0001890208,0.1,1.2228209 +7189.7,6947.2905,2.16194,1414.5497,2450000.0,1732.0,153125.0,,38272.0,0.0001887648,0.1,1.4167204 +7170.5,6949.007,1.7840296,1413.7931,2460000.0,1740.0,153750.0,,38432.0,0.0001885088,0.1,1.4094272 +7219.9,6951.48,1.497703,1413.8523,2470000.0,1747.0,154375.0,,38592.0,0.0001882528,0.1,1.3301593 +7286.4,6954.748,1.6689838,1414.7177,2480000.0,1753.0,155000.0,,38720.0,0.000188048,0.1,1.2806587 +7250.0,6957.8306,1.007195,1413.9694,2490000.0,1761.0,155625.0,,38880.0,0.000187792,0.1,1.0078932 +7308.7,6961.427,0.9121889,1414.0271,2500000.0,1768.0,156250.0,,39040.0,0.000187536,0.1,1.0785394 +7422.3,6966.477,1.446342,1412.4929,2510000.0,1777.0,156875.0,,39200.0,0.00018728,0.1,1.4208245 +7433.7,6970.81,1.4070582,1411.7646,2520000.0,1785.0,157500.0,,39360.0,0.000187024,0.1,1.0861026 +7423.5,6974.83,1.0100254,1411.8303,2530000.0,1792.0,158125.0,,39520.0,0.000186768,0.1,1.1484923 +7528.0,6979.7163,0.7943584,1411.8955,2540000.0,1799.0,158750.0,,39680.0,0.000186512,0.1,1.1412811 +7619.6,6986.808,1.7148623,1411.1787,2550000.0,1807.0,159375.0,,39840.0,0.000186256,0.1,1.3049451 +7632.7,6993.976,0.8097622,1410.4683,2560000.0,1815.0,160000.0,,40000.0,0.000186,0.1,1.4406224 +7608.0,7001.13,1.3069679,1411.3125,2570000.0,1821.0,160625.0,,40128.0,0.0001857952,0.1,1.584445 +7699.4,7009.4346,2.1556232,1410.6069,2580000.0,1829.0,161250.0,,40288.0,0.0001855392,0.1,1.2814063 +7608.3,7017.7256,1.7341161,1409.9075,2590000.0,1837.0,161875.0,,40448.0,0.0001852832,0.1,1.4844053 +7591.8,7025.3564,1.0987324,1409.2141,2600000.0,1845.0,162500.0,,40608.0,0.0001850272,0.1,1.5176439 +7663.3,7033.6895,0.7011138,1409.2872,2610000.0,1852.0,163125.0,,40768.0,0.0001847712,0.1,1.4507707 +7687.2,7042.6562,1.5278327,1410.1184,2620000.0,1858.0,163750.0,,40928.0,0.0001845152,0.1,1.2827827 +7800.7,7052.8364,1.2678239,1409.4319,2630000.0,1866.0,164375.0,,41088.0,0.0001842592,0.1,1.404782 +7772.3,7062.8296,0.77747536,1409.5034,2640000.0,1873.0,165000.0,,41248.0,0.0001840032,0.1,1.2199417 +7751.7,7073.675,1.9661309,1410.3246,2650000.0,1879.0,165625.0,,41376.0,0.0001837984,0.1,1.1954128 +7784.6,7085.042,1.0279938,1410.3923,2660000.0,1886.0,166250.0,,41536.0,0.0001835424,0.1,1.4891205 +7780.8,7096.283,2.4276469,1410.4596,2670000.0,1893.0,166875.0,,41696.0,0.0001832864,0.1,1.1662439 +7793.7,7106.0596,0.7923704,1411.269,2680000.0,1899.0,167500.0,,41856.0,0.0001830304,0.1,1.390166 +7784.7,7115.5464,2.7697413,1411.3326,2690000.0,1906.0,168125.0,,42016.0,0.0001827744,0.1,1.2575673 +7701.8,7123.99,0.7081534,1411.3958,2700000.0,1913.0,168750.0,,42176.0,0.0001825184,0.1,1.5873744 +7732.7,7132.7974,1.7771742,1412.1938,2710000.0,1919.0,169375.0,,42336.0,0.0001822624,0.1,1.316376 +7743.2,7141.342,0.99033654,1412.2534,2720000.0,1926.0,170000.0,,42496.0,0.0001820064,0.1,1.4238447 +7798.0,7150.4604,0.56160015,1412.3125,2730000.0,1933.0,170625.0,,42656.0,0.0001817504,0.1,1.2257545 +7793.4,7159.22,1.5389946,1412.3711,2740000.0,1940.0,171250.0,,42784.0,0.0001815456,0.1,1.5296212 +7769.2,7168.3354,1.8206387,1413.1552,2750000.0,1946.0,171875.0,,42944.0,0.0001812896,0.1,1.2632513 +7760.6,7177.445,1.1687893,1412.4872,2760000.0,1954.0,172500.0,,43104.0,0.0001810336,0.1,1.2203593 +7730.6,7186.7456,0.99509096,1413.2653,2770000.0,1960.0,173125.0,,43264.0,0.0001807776,0.1,1.2797389 +7697.7,7196.174,1.6131088,1412.6017,2780000.0,1968.0,173750.0,,43424.0,0.0001805216,0.1,1.1510379 +7716.3,7206.226,1.7936393,1411.9434,2790000.0,1976.0,174375.0,,43584.0,0.0001802656,0.1,1.5098687 +7700.4,7216.871,1.1481729,1412.0021,2800000.0,1983.0,175000.0,,43744.0,0.0001800096,0.1,1.0812631 +7679.2,7228.085,1.6711379,1411.3511,2810000.0,1991.0,175625.0,,43904.0,0.0001797536,0.1,1.184213 +7652.9,7239.5527,1.8049555,1411.4114,2820000.0,1998.0,176250.0,,44032.0,0.0001795488,0.1,1.1260194 +7582.7,7250.6973,0.940423,1410.7677,2830000.0,2006.0,176875.0,,44192.0,0.0001792928,0.1,1.5681493 +7630.6,7261.832,1.3955456,1410.1292,2840000.0,2014.0,177500.0,,44352.0,0.0001790368,0.1,1.3074793 +7594.3,7272.473,1.2188843,1408.7988,2850000.0,2023.0,178125.0,,44512.0,0.0001787808,0.1,1.502945 +7563.7,7282.66,1.7766986,1408.1733,2860000.0,2031.0,178750.0,,44672.0,0.0001785248,0.1,1.1961048 +7579.9,7292.9434,1.1681453,1408.2434,2870000.0,2038.0,179375.0,,44832.0,0.0001782688,0.1,1.1582065 +7598.9,7302.97,0.67760074,1409.002,2880000.0,2044.0,180000.0,,44992.0,0.0001780128,0.1,1.2832487 +7561.5,7311.674,1.4988151,1409.0687,2890000.0,2051.0,180625.0,,45152.0,0.0001777568,0.1,1.2650313 +7533.0,7319.7725,1.2278992,1409.1351,2900000.0,2058.0,181250.0,,45312.0,0.0001775008,0.1,1.1431001 +7505.6,7327.2095,1.4171968,1409.2009,2910000.0,2065.0,181875.0,,45440.0,0.000177296,0.1,1.1631188 +7520.3,7333.852,1.3736533,1408.5865,2920000.0,2073.0,182500.0,,45600.0,0.00017704,0.1,1.4379203 +7507.3,7339.9214,1.1635907,1408.6538,2930000.0,2080.0,183125.0,,45760.0,0.000176784,0.1,0.9804598 +7471.0,7345.629,0.6387813,1408.7207,2940000.0,2087.0,183750.0,,45920.0,0.000176528,0.1,1.5066906 +7426.0,7350.7686,1.2346611,1408.787,2950000.0,2094.0,184375.0,,46080.0,0.000176272,0.1,1.4428589 +7380.3,7354.6943,2.5967917,1408.8529,2960000.0,2101.0,185000.0,,46240.0,0.000176016,0.1,1.5155768 +7466.9,7359.5195,1.4580026,1408.9185,2970000.0,2108.0,185625.0,,46400.0,0.00017576,0.1,1.1180873 +7489.3,7364.065,1.5600562,1408.9834,2980000.0,2115.0,186250.0,,46560.0,0.000175504,0.1,1.5786505 +7416.0,7368.045,1.5396612,1409.0481,2990000.0,2122.0,186875.0,,46688.0,0.0001752992,0.1,1.2684377 +7382.2,7372.5376,1.1416152,1409.1123,3000000.0,2129.0,187500.0,,46848.0,0.0001750432,0.1,1.5072556 +7344.1,7376.5044,0.6603369,1409.176,3010000.0,2136.0,188125.0,,47008.0,0.0001747872,0.1,1.3589656 +7349.9,7381.339,1.0762402,1409.2394,3020000.0,2143.0,188750.0,,47168.0,0.0001745312,0.1,1.0693784 +7399.4,7386.236,0.95435625,1409.3024,3030000.0,2150.0,189375.0,,47328.0,0.0001742752,0.1,1.3863056 +7303.3,7390.0254,1.411143,1409.3649,3040000.0,2157.0,190000.0,,47488.0,0.0001740192,0.1,1.5621781 +7327.3,7393.977,3.6153877,1409.427,3050000.0,2164.0,190625.0,,47648.0,0.0001737632,0.1,1.3073491 +7337.5,7397.621,1.4061543,1409.4888,3060000.0,2171.0,191250.0,,47808.0,0.0001735072,0.1,1.1846831 +7244.9,7401.01,1.886574,1409.55,3070000.0,2178.0,191875.0,,47968.0,0.0001732512,0.1,1.3174396 +7279.5,7404.2295,1.9386356,1410.2565,3080000.0,2184.0,192500.0,,48096.0,0.0001730464,0.1,1.366329 +7299.0,7407.7676,0.8415568,1410.315,3090000.0,2191.0,193125.0,,48256.0,0.0001727904,0.1,1.4698536 +7316.0,7411.779,2.8669424,1410.373,3100000.0,2198.0,193750.0,,48416.0,0.0001725344,0.1,1.1254737 +7208.7,7414.4688,1.8492029,1409.7915,3110000.0,2206.0,194375.0,,48576.0,0.0001722784,0.1,1.6060848 +7265.2,7417.725,1.0216675,1409.8508,3120000.0,2213.0,195000.0,,48736.0,0.0001720224,0.1,1.4694264 +7340.4,7420.885,1.4291481,1409.9099,3130000.0,2220.0,195625.0,,48896.0,0.0001717664,0.1,1.5370144 +7289.3,7423.2007,2.343146,1409.9686,3140000.0,2227.0,196250.0,,49056.0,0.0001715104,0.1,1.4090445 +7260.9,7424.859,1.7223903,1410.0269,3150000.0,2234.0,196875.0,,49216.0,0.0001712544,0.1,1.3455424 +7273.0,7425.8057,1.4775791,1410.7142,3160000.0,2240.0,197500.0,,49344.0,0.0001710496,0.1,1.3900125 +7247.4,7426.9556,0.80609596,1410.7699,3170000.0,2247.0,198125.0,,49504.0,0.0001707936,0.1,1.3185759 +7314.1,7428.2256,1.2718043,1410.1996,3180000.0,2255.0,198750.0,,49664.0,0.0001705376,0.1,1.3819264 +7323.8,7429.872,0.4039946,1410.2565,3190000.0,2262.0,199375.0,,49824.0,0.0001702816,0.1,1.5438427 +7270.9,7430.9517,1.5461516,1410.3129,3200000.0,2269.0,200000.0,,49984.0,0.0001700256,0.1,1.5555959 +7292.6,7431.7505,1.6847796,1410.369,3210000.0,2276.0,200625.0,,50144.0,0.0001697696,0.1,1.419096 +7341.9,7433.8926,1.0743551,1410.4249,3220000.0,2283.0,201250.0,,50304.0,0.0001695136,0.1,1.4553616 +7338.4,7435.3413,2.0981836,1409.8647,3230000.0,2291.0,201875.0,,50464.0,0.0001692576,0.1,1.3066239 +7319.4,7437.1074,2.2496598,1409.9216,3240000.0,2298.0,202500.0,,50624.0,0.0001690016,0.1,1.3323199 +7327.6,7438.544,1.9942578,1410.5903,3250000.0,2304.0,203125.0,,50752.0,0.0001687968,0.1,1.3468208 +7314.6,7439.2856,2.0654378,1410.0345,3260000.0,2312.0,203750.0,,50912.0,0.0001685408,0.1,1.3907295 +7254.7,7439.5083,2.3331332,1409.4828,3270000.0,2320.0,204375.0,,51072.0,0.0001682848,0.1,1.6420138 +7327.6,7441.391,1.9463284,1410.1461,3280000.0,2326.0,205000.0,,51232.0,0.0001680288,0.1,1.4163215 +7320.3,7442.334,2.787184,1409.5973,3290000.0,2334.0,205625.0,,51392.0,0.0001677728,0.1,1.6974456 +7283.5,7442.4683,4.408678,1409.0521,3300000.0,2342.0,206250.0,,51552.0,0.0001675168,0.1,1.5746447 +7186.1,7442.0186,2.193681,1408.5106,3310000.0,2350.0,206875.0,,51712.0,0.0001672608,0.1,1.645876 +7180.1,7441.5405,1.4761374,1409.1681,3320000.0,2356.0,207500.0,,51872.0,0.0001670048,0.1,1.2808948 +7278.8,7442.868,0.72029746,1409.2256,3330000.0,2363.0,208125.0,,52000.0,0.0001668,0.1,1.1775255 +7327.5,7444.2627,0.7611426,1408.6884,3340000.0,2371.0,208750.0,,52160.0,0.000166544,0.1,1.1714339 +7199.0,7443.982,0.7022761,1408.7468,3350000.0,2378.0,209375.0,,52320.0,0.000166288,0.1,1.3937978 +7256.4,7443.5444,2.00126,1408.805,3360000.0,2385.0,210000.0,,52480.0,0.000166032,0.1,1.2718207 +7226.9,7443.186,1.538995,1408.8629,3370000.0,2392.0,210625.0,,52640.0,0.000165776,0.1,1.4841807 +7268.9,7443.515,0.6510908,1408.9204,3380000.0,2399.0,211250.0,,52800.0,0.00016552,0.1,1.2829719 +7304.1,7444.56,1.1374705,1409.5634,3390000.0,2405.0,211875.0,,52960.0,0.000165264,0.1,1.5499552 +7353.5,7447.085,0.8911332,1409.6185,3400000.0,2412.0,212500.0,,53120.0,0.000165008,0.1,1.4228057 +7384.9,7449.7144,1.1163081,1409.6735,3410000.0,2419.0,213125.0,,53280.0,0.000164752,0.1,1.2730291 +7497.3,7453.183,2.1917467,1410.3093,3420000.0,2425.0,213750.0,,53408.0,0.0001645472,0.1,1.3187561 +7486.3,7456.6675,0.8534384,1410.3618,3430000.0,2432.0,214375.0,,53568.0,0.0001642912,0.1,1.6233413 +7558.2,7461.201,2.541907,1410.9927,3440000.0,2438.0,215000.0,,53728.0,0.0001640352,0.1,1.1595662 +7685.5,7466.159,1.834098,1411.043,3450000.0,2445.0,215625.0,,53888.0,0.0001637792,0.1,1.3878446 +7663.2,7471.087,3.341422,1411.093,3460000.0,2452.0,216250.0,,54048.0,0.0001635232,0.1,1.3695664 +7631.6,7475.2036,2.2055993,1411.1427,3470000.0,2459.0,216875.0,,54208.0,0.0001632672,0.1,1.4391184 +7625.8,7478.598,0.9368849,1410.6202,3480000.0,2467.0,217500.0,,54368.0,0.0001630112,0.1,1.1543295 +7757.8,7483.676,1.4276253,1410.101,3490000.0,2475.0,218125.0,,54528.0,0.0001627552,0.1,1.2809374 +7751.9,7488.108,1.1899196,1410.1531,3500000.0,2482.0,218750.0,,54656.0,0.0001625504,0.1,1.6260213 +7727.4,7491.1587,2.2350888,1409.6385,3510000.0,2490.0,219375.0,,54816.0,0.0001622944,0.1,1.4182786 +7736.9,7494.1904,1.6555004,1409.1273,3520000.0,2498.0,220000.0,,54976.0,0.0001620384,0.1,1.4406273 +7715.5,7497.11,1.2728938,1408.6193,3530000.0,2506.0,220625.0,,55136.0,0.0001617824,0.1,1.1332762 +7668.1,7498.511,1.5513065,1408.6749,3540000.0,2513.0,221250.0,,55296.0,0.0001615264,0.1,1.4932055 +7604.5,7498.361,1.7390089,1408.7301,3550000.0,2520.0,221875.0,,55456.0,0.0001612704,0.1,1.545412 +7569.8,7497.732,1.337105,1408.7852,3560000.0,2527.0,222500.0,,55616.0,0.0001610144,0.1,1.6825308 +7570.5,7497.357,0.9193807,1409.396,3570000.0,2533.0,223125.0,,55776.0,0.0001607584,0.1,1.5854119 +7462.6,7494.9893,0.6371443,1410.0039,3580000.0,2539.0,223750.0,,55936.0,0.0001605024,0.1,1.4339985 +7403.3,7492.9395,1.1021211,1411.1636,3590000.0,2544.0,224375.0,,56064.0,0.0001602976,0.1,1.4134643 +7449.2,7491.513,1.3372753,1411.2113,3600000.0,2551.0,225000.0,,56224.0,0.0001600416,0.1,1.2954965 +7509.8,7489.978,1.4765822,1411.2588,3610000.0,2558.0,225625.0,,56384.0,0.0001597856,0.1,1.2415357 +7504.1,7488.147,1.977297,1411.8564,3620000.0,2564.0,226250.0,,56544.0,0.0001595296,0.1,1.2275759 +7479.2,7484.9316,1.7373475,1412.4514,3630000.0,2570.0,226875.0,,56704.0,0.0001592736,0.1,1.3838538 +7454.2,7481.7505,0.94480866,1413.0435,3640000.0,2576.0,227500.0,,56864.0,0.0001590176,0.1,1.151159 +7539.8,7479.632,0.41376582,1414.1805,3650000.0,2581.0,228125.0,,57024.0,0.0001587616,0.1,1.3267112 +7586.5,7477.6504,0.37551203,1414.7661,3660000.0,2587.0,228750.0,,57184.0,0.0001585056,0.1,1.2844381 +7601.5,7475.858,1.5007167,1415.895,3670000.0,2592.0,229375.0,,57312.0,0.0001583008,0.1,1.1275673 +7646.0,7474.381,0.687631,1416.4742,3680000.0,2598.0,230000.0,,57472.0,0.0001580448,0.1,1.2963047 +7598.6,7472.52,1.0242895,1417.5951,3690000.0,2603.0,230625.0,,57632.0,0.0001577888,0.1,0.9285738 +7632.5,7471.8276,1.003411,1418.1678,3700000.0,2609.0,231250.0,,57792.0,0.0001575328,0.1,1.3223653 +7674.1,7471.241,2.1948926,1418.738,3710000.0,2615.0,231875.0,,57952.0,0.0001572768,0.1,1.0978768 +7747.7,7471.286,1.0623726,1418.7643,3720000.0,2622.0,232500.0,,58112.0,0.0001570208,0.1,1.0420603 +7823.2,7471.5376,0.7536389,1419.3303,3730000.0,2628.0,233125.0,,58272.0,0.0001567648,0.1,1.2817149 +7782.6,7471.43,1.9041618,1419.8937,3740000.0,2634.0,233750.0,,58432.0,0.0001565088,0.1,1.0845432 +7740.0,7471.1377,0.69988596,1420.9928,3750000.0,2639.0,234375.0,,58592.0,0.0001562528,0.1,1.3288876 +7777.6,7471.308,1.1810193,1421.55,3760000.0,2645.0,235000.0,,58720.0,0.000156048,0.1,0.9151288 +7830.7,7472.3096,1.1417354,1422.1049,3770000.0,2651.0,235625.0,,58880.0,0.000155792,0.1,1.1463933 +7819.9,7473.531,1.6318945,1422.6571,3780000.0,2657.0,236250.0,,59040.0,0.000155536,0.1,0.8605213 +7877.3,7475.141,1.785515,1423.2069,3790000.0,2663.0,236875.0,,59200.0,0.00015528,0.1,1.2991707 +7809.6,7476.233,1.7162955,1423.7543,3800000.0,2669.0,237500.0,,59360.0,0.000155024,0.1,1.458677 +7751.8,7476.9595,1.2110437,1424.2991,3810000.0,2675.0,238125.0,,59520.0,0.000154768,0.1,1.3663486 +7674.9,7477.179,2.314572,1424.8414,3820000.0,2681.0,238750.0,,59680.0,0.000154512,0.1,1.3791707 +7751.7,7478.8687,0.9358713,1425.3815,3830000.0,2687.0,239375.0,,59840.0,0.000154256,0.1,1.3937211 +7761.3,7480.176,0.7253635,1426.4487,3840000.0,2692.0,240000.0,,60000.0,0.000154,0.1,1.0800654 +7787.6,7482.109,1.4062569,1426.9829,3850000.0,2698.0,240625.0,,60128.0,0.0001537952,0.1,0.99378985 +7769.4,7484.166,1.3453109,1428.043,3860000.0,2703.0,241250.0,,60288.0,0.0001535392,0.1,1.5088366 +7738.4,7485.7505,1.3100563,1428.5714,3870000.0,2709.0,241875.0,,60448.0,0.0001532832,0.1,0.9364798 +7811.7,7487.879,1.037296,1429.6241,3880000.0,2714.0,242500.0,,60608.0,0.0001530272,0.1,1.4162142 +7797.9,7490.2417,1.2941188,1430.1471,3890000.0,2720.0,243125.0,,60768.0,0.0001527712,0.1,1.0923191 +7756.4,7492.4756,1.9093246,1430.1431,3900000.0,2727.0,243750.0,,60928.0,0.0001525152,0.1,1.2910655 +7749.0,7494.9106,0.9702475,1431.1859,3910000.0,2732.0,244375.0,,61088.0,0.0001522592,0.1,0.7615078 +7645.0,7496.1577,0.60638946,1431.702,3920000.0,2738.0,245000.0,,61248.0,0.0001520032,0.1,1.5431644 +7680.3,7497.888,1.318302,1432.7379,3930000.0,2743.0,245625.0,,61376.0,0.0001517984,0.1,1.3716792 +7705.7,7500.235,0.9853325,1433.2484,3940000.0,2749.0,246250.0,,61536.0,0.0001515424,0.1,1.378068 +7815.7,7504.132,2.190337,1433.7568,3950000.0,2755.0,246875.0,,61696.0,0.0001512864,0.1,1.315303 +7784.1,7508.17,1.3668784,1434.263,3960000.0,2761.0,247500.0,,61856.0,0.0001510304,0.1,1.097689 +7793.4,7511.435,0.9143404,1434.7668,3970000.0,2767.0,248125.0,,62016.0,0.0001507744,0.1,1.181149 +7777.4,7514.3154,1.886417,1434.7512,3980000.0,2774.0,248750.0,,62176.0,0.0001505184,0.1,1.0386621 +7761.1,7517.767,1.8455565,1435.2518,3990000.0,2780.0,249375.0,,62336.0,0.0001502624,0.1,1.1666174 +7791.6,7521.8613,0.9775655,1435.7501,4000000.0,2786.0,250000.0,,62496.0,0.0001500064,0.1,1.2116598 +7763.5,7526.055,0.8033321,1436.2465,4010000.0,2792.0,250625.0,,62656.0,0.0001497504,0.1,1.2720009 +7783.8,7530.3945,1.260317,1436.7405,4020000.0,2798.0,251250.0,,62784.0,0.0001495456,0.1,1.4941946 +7808.5,7534.486,1.4177916,1437.7452,4030000.0,2803.0,251875.0,,62944.0,0.0001492896,0.1,1.3462472 +7717.3,7538.625,0.8391117,1438.2343,4040000.0,2809.0,252500.0,,63104.0,0.0001490336,0.1,1.59983 +7708.2,7542.4346,1.9585514,1438.7212,4050000.0,2815.0,253125.0,,63264.0,0.0001487776,0.1,1.1748438 +7694.2,7546.0005,1.6399618,1439.2059,4060000.0,2821.0,253750.0,,63424.0,0.0001485216,0.1,1.6489544 +7688.7,7550.439,2.5624886,1439.6887,4070000.0,2827.0,254375.0,,63584.0,0.0001482656,0.1,1.4224842 +7558.4,7553.2275,1.0273445,1440.1694,4080000.0,2833.0,255000.0,,63744.0,0.0001480096,0.1,1.409127 +7492.2,7555.159,1.0797929,1440.6481,4090000.0,2839.0,255625.0,,63904.0,0.0001477536,0.1,1.3833742 +7401.1,7556.011,2.0994477,1441.1248,4100000.0,2845.0,256250.0,,64032.0,0.0001475488,0.1,1.6518254 +7286.8,7556.792,2.027965,1441.5995,4110000.0,2851.0,256875.0,,64192.0,0.0001472928,0.1,1.7329187 +7226.3,7556.4033,1.0046299,1441.5675,4120000.0,2858.0,257500.0,,64352.0,0.0001470368,0.1,1.4290762 +7229.4,7555.294,1.6336403,1442.0391,4130000.0,2864.0,258125.0,,64512.0,0.0001467808,0.1,1.4028286 +7245.8,7554.858,2.9158096,1442.5087,4140000.0,2870.0,258750.0,,64672.0,0.0001465248,0.1,1.597678 +7206.4,7554.3125,1.4028878,1442.9763,4150000.0,2876.0,259375.0,,64832.0,0.0001462688,0.1,1.4245341 +7132.0,7552.9033,2.8716183,1442.9414,4160000.0,2883.0,260000.0,,64992.0,0.0001460128,0.1,1.4783889 +7231.1,7552.7407,2.7013721,1442.9066,4170000.0,2890.0,260625.0,,65152.0,0.0001457568,0.1,1.6091527 +7184.3,7551.442,2.7397625,1442.872,4180000.0,2897.0,261250.0,,65312.0,0.0001455008,0.1,1.3948712 +7108.6,7549.2905,1.1029415,1443.8318,4190000.0,2902.0,261875.0,,65440.0,0.000145296,0.1,1.4885527 +7148.7,7548.069,0.8820341,1444.2916,4200000.0,2908.0,262500.0,,65600.0,0.00014504,0.1,1.4954548 +7233.5,7547.4775,1.6337736,1444.7495,4210000.0,2914.0,263125.0,,65760.0,0.000144784,0.1,1.3243997 +7217.2,7546.23,2.0271077,1445.2054,4220000.0,2920.0,263750.0,,65920.0,0.000144528,0.1,1.3424624 +7374.7,7546.5933,1.5101166,1445.6595,4230000.0,2926.0,264375.0,,66080.0,0.000144272,0.1,1.5367118 +7429.5,7547.694,2.397719,1446.1118,4240000.0,2932.0,265000.0,,66240.0,0.000144016,0.1,1.4156352 +7514.9,7549.5664,1.9332047,1446.5623,4250000.0,2938.0,265625.0,,66400.0,0.00014376,0.1,1.6531107 +7522.0,7551.6406,1.2764204,1446.5195,4260000.0,2945.0,266250.0,,66560.0,0.000143504,0.1,1.4070685 +7541.7,7554.5107,1.7101582,1446.9672,4270000.0,2951.0,266875.0,,66688.0,0.0001432992,0.1,1.495471 +7620.6,7557.4404,0.6909177,1447.413,4280000.0,2957.0,267500.0,,66848.0,0.0001430432,0.1,1.7128402 +7622.6,7560.4644,1.3062174,1447.8569,4290000.0,2963.0,268125.0,,67008.0,0.0001427872,0.1,1.4218216 +7696.7,7564.596,1.5068438,1447.8114,4300000.0,2970.0,268750.0,,67168.0,0.0001425312,0.1,1.6166852 +7763.3,7570.3687,1.2490935,1448.2527,4310000.0,2976.0,269375.0,,67328.0,0.0001422752,0.1,1.5604899 +7729.7,7575.8643,0.384275,1448.2065,4320000.0,2983.0,270000.0,,67488.0,0.0001420192,0.1,1.6126964 +7724.4,7580.32,2.209439,1448.645,4330000.0,2989.0,270625.0,,67648.0,0.0001417632,0.1,1.2697561 +7664.2,7583.687,2.0900865,1448.5981,4340000.0,2996.0,271250.0,,67808.0,0.0001415072,0.1,1.7091699 +7635.1,7588.0483,1.439143,1449.0339,4350000.0,3002.0,271875.0,,67968.0,0.0001412512,0.1,1.1545501 +7649.1,7591.9756,1.170186,1449.4681,4360000.0,3008.0,272500.0,,68096.0,0.0001410464,0.1,1.430896 +7645.0,7596.1567,2.4790313,1449.4196,4370000.0,3015.0,273125.0,,68256.0,0.0001407904,0.1,1.332528 +7581.7,7599.284,0.9494422,1449.8511,4380000.0,3021.0,273750.0,,68416.0,0.0001405344,0.1,1.4692588 +7622.2,7602.465,2.0963175,1450.2808,4390000.0,3027.0,274375.0,,68576.0,0.0001402784,0.1,1.1791234 +7616.1,7605.0913,0.92460614,1450.7089,4400000.0,3033.0,275000.0,,68736.0,0.0001400224,0.1,1.5626831 +7510.2,7606.344,1.451108,1451.1353,4410000.0,3039.0,275625.0,,68896.0,0.0001397664,0.1,1.4463894 +7481.9,7606.19,1.0079231,1451.5599,4420000.0,3045.0,276250.0,,69056.0,0.0001395104,0.1,1.3899583 +7518.9,7606.5156,1.1461915,1451.9829,4430000.0,3051.0,276875.0,,69216.0,0.0001392544,0.1,1.1816344 +7518.5,7606.1187,1.5728856,1452.8796,4440000.0,3056.0,277500.0,,69344.0,0.0001390496,0.1,1.5373056 +7586.2,7605.1255,1.9406129,1453.2985,4450000.0,3062.0,278125.0,,69504.0,0.0001387936,0.1,1.7371119 +7574.8,7604.2427,0.8682161,1454.1898,4460000.0,3067.0,278750.0,,69664.0,0.0001385376,0.1,1.1096361 +7584.1,7603.7676,0.6003622,1454.6046,4470000.0,3073.0,279375.0,,69824.0,0.0001382816,0.1,1.5697184 +7557.7,7603.087,2.2727537,1455.0178,4480000.0,3079.0,280000.0,,69984.0,0.0001380256,0.1,1.5146335 +7595.6,7601.465,1.079176,1455.4294,4490000.0,3085.0,280625.0,,70144.0,0.0001377696,0.1,1.6047397 +7581.9,7599.764,1.2142175,1455.8395,4500000.0,3091.0,281250.0,,70304.0,0.0001375136,0.1,1.0410461 +7598.5,7598.4756,0.8929061,1456.2479,4510000.0,3097.0,281875.0,,70464.0,0.0001372576,0.1,1.4524983 +7537.9,7596.485,1.3883181,1456.6549,4520000.0,3103.0,282500.0,,70624.0,0.0001370016,0.1,1.4886045 +7556.1,7594.891,0.64687353,1457.0602,4530000.0,3109.0,283125.0,,70752.0,0.0001367968,0.1,1.3496989 +7636.7,7594.5767,1.4426576,1457.4639,4540000.0,3115.0,283750.0,,70912.0,0.0001365408,0.1,1.744799 +7589.4,7594.4263,2.0368967,1457.8661,4550000.0,3121.0,284375.0,,71072.0,0.0001362848,0.1,1.3971633 +7634.3,7595.0713,0.58871293,1457.8005,4560000.0,3128.0,285000.0,,71232.0,0.0001360288,0.1,1.5070554 +7588.5,7595.2515,0.8816666,1458.2004,4570000.0,3134.0,285625.0,,71392.0,0.0001357728,0.1,1.3171122 +7622.4,7596.8486,0.7791485,1458.1344,4580000.0,3141.0,286250.0,,71552.0,0.0001355168,0.1,1.728737 +7672.4,7599.54,2.185104,1458.532,4590000.0,3147.0,286875.0,,71712.0,0.0001352608,0.1,1.1361119 +7676.7,7601.8145,0.74255705,1458.4655,4600000.0,3154.0,287500.0,,71872.0,0.0001350048,0.1,1.4514954 +7702.6,7603.743,1.8489667,1459.3225,4610000.0,3159.0,288125.0,,72000.0,0.0001348,0.1,1.4330192 +7753.3,7606.235,1.8774619,1459.2546,4620000.0,3166.0,288750.0,,72160.0,0.000134544,0.1,1.409769 +7695.1,7608.395,0.9174107,1459.6469,4630000.0,3172.0,289375.0,,72320.0,0.000134288,0.1,1.4733343 +7687.0,7610.723,2.8274198,1459.5785,4640000.0,3179.0,290000.0,,72480.0,0.000134032,0.1,1.4054407 +7789.6,7613.2207,1.5275868,1459.9686,4650000.0,3185.0,290625.0,,72640.0,0.000133776,0.1,1.7427907 +7762.4,7614.9795,2.3618069,1460.3573,4660000.0,3191.0,291250.0,,72800.0,0.00013352,0.1,1.4433662 +7723.7,7616.2007,0.7212059,1460.7445,4670000.0,3197.0,291875.0,,72960.0,0.000133264,0.1,1.7648952 +7762.6,7617.3667,1.7071387,1460.6742,4680000.0,3204.0,292500.0,,73120.0,0.000133008,0.1,1.2791318 +7846.5,7619.8457,1.3507959,1461.0592,4690000.0,3210.0,293125.0,,73280.0,0.000132752,0.1,1.495542 +7782.1,7621.3423,1.1999964,1461.4427,4700000.0,3216.0,293750.0,,73408.0,0.0001325472,0.1,1.5011038 +7799.1,7622.5923,3.0425758,1461.3713,4710000.0,3223.0,294375.0,,73568.0,0.0001322912,0.1,1.523082 +7787.9,7622.994,0.5543797,1461.3003,4720000.0,3230.0,295000.0,,73728.0,0.0001320352,0.1,1.6198132 +7796.1,7622.7236,1.4224006,1461.681,4730000.0,3236.0,295625.0,,73888.0,0.0001317792,0.1,1.264846 +7802.6,7622.924,0.69419646,1461.6096,4740000.0,3243.0,296250.0,,74048.0,0.0001315232,0.1,1.6959292 +7789.5,7623.418,0.50607276,1461.9883,4750000.0,3249.0,296875.0,,74208.0,0.0001312672,0.1,1.4704654 +7833.2,7623.9746,0.9825289,1461.9165,4760000.0,3256.0,297500.0,,74368.0,0.0001310112,0.1,1.2673362 +7897.3,7624.64,1.8893234,1462.2931,4770000.0,3262.0,298125.0,,74528.0,0.0001307552,0.1,1.5623717 +7872.5,7625.166,2.3509688,1463.116,4780000.0,3267.0,298750.0,,74656.0,0.0001305504,0.1,1.5334868 +7794.1,7624.3345,1.1325109,1463.4891,4790000.0,3273.0,299375.0,,74816.0,0.0001302944,0.1,1.4427049 +7786.3,7624.101,1.1992092,1463.861,4800000.0,3279.0,300000.0,,74976.0,0.0001300384,0.1,1.2362132 +7803.4,7624.6167,0.8347026,1463.7858,4810000.0,3286.0,300625.0,,75136.0,0.0001297824,0.1,1.6048632 +7827.9,7626.147,1.7435796,1464.1555,4820000.0,3292.0,301250.0,,75296.0,0.0001295264,0.1,1.2757711 +7816.6,7626.7954,1.800632,1464.5239,4830000.0,3298.0,301875.0,,75456.0,0.0001292704,0.1,1.4881928 +7891.4,7628.096,0.82090974,1464.891,4840000.0,3304.0,302500.0,,75616.0,0.0001290144,0.1,1.3541499 +7875.9,7628.98,0.8216738,1465.2568,4850000.0,3310.0,303125.0,,75776.0,0.0001287584,0.1,1.4627781 +7876.7,7630.0527,0.93626237,1465.6212,4860000.0,3316.0,303750.0,,75936.0,0.0001285024,0.1,1.3554407 +7725.3,7629.9214,2.197266,1466.4258,4870000.0,3321.0,304375.0,,76064.0,0.0001282976,0.1,1.1013823 +7715.3,7628.958,1.1370614,1466.7869,4880000.0,3327.0,305000.0,,76224.0,0.0001280416,0.1,1.4487273 +7576.1,7626.7407,1.0923485,1467.1467,4890000.0,3333.0,305625.0,,76384.0,0.0001277856,0.1,1.5085082 +7499.4,7624.17,1.5380609,1467.5052,4900000.0,3339.0,306250.0,,76544.0,0.0001275296,0.1,1.420002 +7395.9,7620.6387,1.4990197,1467.8624,4910000.0,3345.0,306875.0,,76704.0,0.0001272736,0.1,1.6347939 +7253.3,7616.7217,1.049512,1467.7804,4920000.0,3352.0,307500.0,,76864.0,0.0001270176,0.1,1.7115312 +7187.1,7611.79,3.4221513,1468.5731,4930000.0,3357.0,308125.0,,77024.0,0.0001267616,0.1,1.37799 +7098.3,7605.7163,0.81390756,1468.9265,4940000.0,3363.0,308750.0,,77184.0,0.0001265056,0.1,1.6575623 +6988.8,7597.4473,1.6835173,1469.2787,4950000.0,3369.0,309375.0,,77312.0,0.0001263008,0.1,1.3384757 +6927.2,7588.878,0.720658,1469.6296,4960000.0,3375.0,310000.0,,77472.0,0.0001260448,0.1,1.0707405 +6932.8,7580.2725,1.6577548,1469.9792,4970000.0,3381.0,310625.0,,77632.0,0.0001257888,0.1,1.6663854 +6977.9,7572.277,1.5979037,1470.3278,4980000.0,3387.0,311250.0,,77792.0,0.0001255328,0.1,1.348401 +7009.1,7564.757,0.45325923,1470.6749,4990000.0,3393.0,311875.0,,77952.0,0.0001252768,0.1,1.6200869 +7143.8,7558.2793,0.71191156,1471.0209,5000000.0,3399.0,312500.0,,78112.0,0.0001250208,0.1,1.0738637 +7177.7,7552.4214,0.93719155,1471.3656,5010000.0,3405.0,313125.0,,78272.0,0.0001247648,0.1,1.3985105 +7197.4,7546.5566,1.7520878,1472.1407,5020000.0,3410.0,313750.0,,78432.0,0.0001245088,0.1,1.7823033 +7225.7,7540.728,1.7461041,1472.4824,5030000.0,3416.0,314375.0,,78592.0,0.0001242528,0.1,1.299587 +7411.2,7537.6675,1.1058397,1472.8229,5040000.0,3422.0,315000.0,,78720.0,0.000124048,0.1,1.422891 +7488.2,7535.4673,1.7521187,1473.592,5050000.0,3427.0,315625.0,,78880.0,0.000123792,0.1,1.3786609 +7564.3,7534.169,1.5637473,1473.9296,5060000.0,3433.0,316250.0,,79040.0,0.000123536,0.1,1.311806 +7570.0,7532.982,0.6389768,1474.2657,5070000.0,3439.0,316875.0,,79200.0,0.00012328,0.1,1.0713964 +7632.6,7533.7246,1.9491577,1474.6008,5080000.0,3445.0,317500.0,,79360.0,0.000123024,0.1,1.2089393 +7712.1,7535.924,2.1331558,1475.3623,5090000.0,3450.0,318125.0,,79520.0,0.000122768,0.1,1.5356965 +7667.8,7538.591,0.8060157,1475.6945,5100000.0,3456.0,318750.0,,79680.0,0.000122512,0.1,1.2161607 +7729.7,7543.0195,0.8332673,1476.4519,5110000.0,3461.0,319375.0,,79840.0,0.000122256,0.1,1.4282267 +7705.3,7547.8096,1.1834459,1476.7811,5120000.0,3467.0,320000.0,,80000.0,0.000122,0.1,1.3812704 +7738.9,7552.904,0.92872024,1477.1091,5130000.0,3473.0,320625.0,,80128.0,0.0001217952,0.1,1.6308668 +7812.0,7558.5664,1.1250331,1477.436,5140000.0,3479.0,321250.0,,80288.0,0.0001215392,0.1,1.3857629 +7839.5,7564.897,1.6424057,1478.186,5150000.0,3484.0,321875.0,,80448.0,0.0001212832,0.1,1.1765914 +7866.4,7572.2407,1.1870255,1478.51,5160000.0,3490.0,322500.0,,80608.0,0.0001210272,0.1,1.559469 +7769.8,7577.628,1.495555,1478.833,5170000.0,3496.0,323125.0,,80768.0,0.0001207712,0.1,1.1499225 +7775.2,7583.537,1.3690482,1479.1548,5180000.0,3502.0,323750.0,,80928.0,0.0001205152,0.1,1.6608782 +7661.6,7589.067,1.7013451,1479.4755,5190000.0,3508.0,324375.0,,81088.0,0.0001202592,0.1,1.563543 +7593.1,7593.511,1.7984623,1479.7952,5200000.0,3514.0,325000.0,,81248.0,0.0001200032,0.1,1.7733002 +7611.7,7597.294,1.1579348,1480.5343,5210000.0,3519.0,325625.0,,81376.0,0.0001197984,0.1,1.2645152 +7665.1,7601.7725,0.8727853,1480.8511,5220000.0,3525.0,326250.0,,81536.0,0.0001195424,0.1,1.3894205 +7697.0,7604.9956,2.103548,1481.1667,5230000.0,3531.0,326875.0,,81696.0,0.0001192864,0.1,1.4946387 +7645.7,7607.1577,1.3592474,1481.9005,5240000.0,3536.0,327500.0,,81856.0,0.0001190304,0.1,1.4588234 +7650.3,7608.511,0.35133776,1482.2134,5250000.0,3542.0,328125.0,,82016.0,0.0001187744,0.1,1.5222377 +7568.8,7608.9795,1.643871,1482.9434,5260000.0,3547.0,328750.0,,82176.0,0.0001185184,0.1,1.4070116 +7531.7,7608.8794,2.4992373,1483.2535,5270000.0,3553.0,329375.0,,82336.0,0.0001182624,0.1,1.302165 +7458.6,7607.2593,1.5631326,1483.5627,5280000.0,3559.0,330000.0,,82496.0,0.0001180064,0.1,1.5315053 +7440.2,7605.4355,1.0082768,1483.871,5290000.0,3565.0,330625.0,,82656.0,0.0001177504,0.1,1.2641021 +7581.3,7604.2812,0.9648603,1484.5939,5300000.0,3570.0,331250.0,,82784.0,0.0001175456,0.1,1.3711425 +7635.9,7603.0073,2.1426907,1485.3147,5310000.0,3575.0,331875.0,,82944.0,0.0001172896,0.1,1.518702 +7611.2,7601.822,0.7624506,1485.2039,5320000.0,3582.0,332500.0,,83104.0,0.0001170336,0.1,1.2849699 +7797.3,7602.5513,0.4203441,1485.5072,5330000.0,3588.0,333125.0,,83264.0,0.0001167776,0.1,1.6096368 +7924.4,7605.1523,0.94377923,1486.2233,5340000.0,3593.0,333750.0,,83424.0,0.0001165216,0.1,1.5847118 +7914.5,7607.947,0.9788077,1486.524,5350000.0,3599.0,334375.0,,83584.0,0.0001162656,0.1,1.5990645 +7915.6,7610.612,1.7641132,1486.4115,5360000.0,3606.0,335000.0,,83744.0,0.0001160096,0.1,1.6301041 +7817.5,7612.3374,1.5139785,1486.7109,5370000.0,3612.0,335625.0,,83904.0,0.0001157536,0.1,1.1917336 +7838.6,7614.9062,1.2713182,1487.0094,5380000.0,3618.0,336250.0,,84032.0,0.0001155488,0.1,1.3660071 +7772.7,7616.411,2.601895,1487.3069,5390000.0,3624.0,336875.0,,84192.0,0.0001152928,0.1,1.5242743 +7874.2,7618.9927,1.390324,1487.6033,5400000.0,3630.0,337500.0,,84352.0,0.0001150368,0.1,1.1995468 +7890.4,7622.794,1.1597624,1487.4897,5410000.0,3637.0,338125.0,,84512.0,0.0001147808,0.1,1.5995908 +7898.8,7626.9624,2.4015088,1487.7848,5420000.0,3643.0,338750.0,,84672.0,0.0001145248,0.1,1.3456368 +7863.5,7630.4087,0.9303783,1488.079,5430000.0,3649.0,339375.0,,84832.0,0.0001142688,0.1,1.4851894 +7844.2,7633.666,1.3392428,1487.965,5440000.0,3656.0,340000.0,,84992.0,0.0001140128,0.1,1.3453832 +7869.3,7636.497,1.3971666,1488.2578,5450000.0,3662.0,340625.0,,85152.0,0.0001137568,0.1,1.560869 +7884.8,7639.5967,1.8783746,1488.5496,5460000.0,3668.0,341250.0,,85312.0,0.0001135008,0.1,1.703649 +7864.9,7642.4043,1.6656275,1488.8405,5470000.0,3674.0,341875.0,,85440.0,0.000113296,0.1,1.2905984 +7776.8,7644.596,1.4999996,1489.1305,5480000.0,3680.0,342500.0,,85600.0,0.00011304,0.1,1.6122646 +7743.0,7646.07,2.993302,1489.0155,5490000.0,3687.0,343125.0,,85760.0,0.000112784,0.1,1.5016012 +7750.0,7647.7505,1.8243744,1488.9009,5500000.0,3694.0,343750.0,,85920.0,0.000112528,0.1,1.3255038 +7832.7,7650.0933,1.2963028,1489.1892,5510000.0,3700.0,344375.0,,86080.0,0.000112272,0.1,1.4977777 +7785.1,7652.5654,1.5517889,1489.4766,5520000.0,3706.0,345000.0,,86240.0,0.000112016,0.1,1.1766906 +7858.6,7655.591,1.3109093,1489.763,5530000.0,3712.0,345625.0,,86400.0,0.00011176,0.1,1.3720976 +7856.2,7657.785,2.1695905,1490.0485,5540000.0,3718.0,346250.0,,86560.0,0.000111504,0.1,1.1635255 +7833.7,7660.2285,1.0318103,1490.333,5550000.0,3724.0,346875.0,,86688.0,0.0001112992,0.1,1.6605792 +7863.6,7662.5215,1.1922051,1490.6166,5560000.0,3730.0,347500.0,,86848.0,0.0001110432,0.1,1.32412 +7861.4,7665.25,0.85803497,1490.8994,5570000.0,3736.0,348125.0,,87008.0,0.0001107872,0.1,1.2180994 +7827.3,7667.299,1.6375808,1491.1812,5580000.0,3742.0,348750.0,,87168.0,0.0001105312,0.1,1.3846889 +7814.9,7668.7236,0.92186403,1491.4622,5590000.0,3748.0,349375.0,,87328.0,0.0001102752,0.1,1.4739857 +7871.3,7670.67,1.0459421,1492.1396,5600000.0,3753.0,350000.0,,87488.0,0.0001100192,0.1,1.4943323 +7862.5,7672.2686,1.2807145,1492.4182,5610000.0,3759.0,350625.0,,87648.0,0.0001097632,0.1,1.2901328 +7926.0,7673.9956,1.1854638,1492.6959,5620000.0,3765.0,351250.0,,87808.0,0.0001095072,0.1,1.3401046 +7950.7,7676.552,2.184491,1492.9727,5630000.0,3771.0,351875.0,,87968.0,0.0001092512,0.1,1.0301602 +7982.2,7679.504,1.0881385,1493.644,5640000.0,3776.0,352500.0,,88096.0,0.0001090464,0.1,1.1720108 +8015.1,7681.759,1.2361956,1493.9186,5650000.0,3782.0,353125.0,,88256.0,0.0001087904,0.1,1.6158154 +8006.8,7684.203,0.94109577,1494.1921,5660000.0,3788.0,353750.0,,88416.0,0.0001085344,0.1,1.4841619 +8036.9,7687.335,2.1839814,1494.465,5670000.0,3794.0,354375.0,,88576.0,0.0001082784,0.1,1.7827688 +7986.3,7689.5723,1.0246472,1495.1302,5680000.0,3799.0,355000.0,,88736.0,0.0001080224,0.1,1.4632628 +8008.3,7691.1904,0.9164278,1495.4008,5690000.0,3805.0,355625.0,,88896.0,0.0001077664,0.1,1.7001712 +8022.3,7693.592,1.5510122,1496.063,5700000.0,3810.0,356250.0,,89056.0,0.0001075104,0.1,1.4510298 +8084.9,7696.45,1.0541595,1496.3312,5710000.0,3816.0,356875.0,,89216.0,0.0001072544,0.1,1.5417122 +8089.8,7699.469,2.4305937,1496.9904,5720000.0,3821.0,357500.0,,89344.0,0.0001070496,0.1,1.5232239 +8074.0,7702.248,1.3015212,1497.2563,5730000.0,3827.0,358125.0,,89504.0,0.0001067936,0.1,1.0777608 +8083.6,7705.058,1.6304865,1497.9124,5740000.0,3832.0,358750.0,,89664.0,0.0001065376,0.1,1.5887864 +8136.2,7708.525,1.1678036,1497.7859,5750000.0,3839.0,359375.0,,89824.0,0.0001062816,0.1,1.5132682 +8164.0,7711.833,0.7865597,1498.0494,5760000.0,3845.0,360000.0,,89984.0,0.0001060256,0.1,1.5167583 +8148.4,7714.3438,0.93238825,1498.3121,5770000.0,3851.0,360625.0,,90144.0,0.0001057696,0.1,1.3489416 +8106.5,7716.683,1.2113492,1498.574,5780000.0,3857.0,361250.0,,90304.0,0.0001055136,0.1,1.4335144 +8081.7,7719.5596,1.3320227,1498.8351,5790000.0,3863.0,361875.0,,90464.0,0.0001052576,0.1,2.1326466 +8129.6,7722.9927,1.5115529,1499.0953,5800000.0,3869.0,362500.0,,90624.0,0.0001050016,0.1,1.2356749 +8138.1,7726.341,3.062724,1499.3549,5810000.0,3875.0,363125.0,,90752.0,0.0001047968,0.1,1.6110668 +8124.9,7729.31,1.6325139,1499.6135,5820000.0,3881.0,363750.0,,90912.0,0.0001045408,0.1,1.1986337 +8110.1,7732.245,1.525645,1499.8713,5830000.0,3887.0,364375.0,,91072.0,0.0001042848,0.1,1.3507824 +8138.9,7734.72,0.80795604,1500.1284,5840000.0,3893.0,365000.0,,91232.0,0.0001040288,0.1,1.1456316 +8150.4,7737.4644,1.1352472,1500.3848,5850000.0,3899.0,365625.0,,91392.0,0.0001037728,0.1,1.3118417 +8212.9,7740.826,1.0714724,1500.6403,5860000.0,3905.0,366250.0,,91552.0,0.0001035168,0.1,1.5844849 +8194.6,7745.5195,1.5506513,1500.8949,5870000.0,3911.0,366875.0,,91712.0,0.0001032608,0.1,1.1045599 +8170.9,7750.0757,1.5106025,1501.1488,5880000.0,3917.0,367500.0,,91872.0,0.0001030048,0.1,1.4284422 +8088.4,7755.1987,1.0414734,1501.402,5890000.0,3923.0,368125.0,,92000.0,0.0001028,0.1,1.3722066 +7934.1,7759.5464,0.9457139,1501.6544,5900000.0,3929.0,368750.0,,92160.0,0.000102544,0.1,1.218997 +7884.5,7764.431,0.8291682,1501.906,5910000.0,3935.0,369375.0,,92320.0,0.000102288,0.1,1.3871154 +7888.6,7770.785,1.1074007,1502.1569,5920000.0,3941.0,370000.0,,92480.0,0.000102032,0.1,1.4707174 +7966.4,7778.578,0.87330353,1502.4069,5930000.0,3947.0,370625.0,,92640.0,0.000101776,0.1,1.5123305 +7827.4,7785.8687,1.7991903,1502.6562,5940000.0,3953.0,371250.0,,92800.0,0.00010152,0.1,1.2391775 +7768.7,7793.6675,1.2794437,1502.9048,5950000.0,3959.0,371875.0,,92960.0,0.000101264,0.1,1.1831138 +7770.5,7802.1006,2.6022372,1503.1526,5960000.0,3965.0,372500.0,,93120.0,0.000101008,0.1,1.568606 +7772.4,7810.496,0.9481423,1503.7783,5970000.0,3970.0,373125.0,,93280.0,0.000100752,0.1,0.99802077 +7681.0,7817.5273,0.9811316,1504.0242,5980000.0,3976.0,373750.0,,93408.0,0.0001005472,0.1,1.7839952 +7659.0,7824.027,1.184487,1504.2692,5990000.0,3982.0,374375.0,,93568.0,0.0001002912,0.1,1.3759301 +7623.8,7828.8267,0.6524808,1504.1364,6000000.0,3989.0,375000.0,,93728.0,0.0001000352,0.1,1.6140989 +7605.7,7833.107,1.1595552,1504.004,6010000.0,3996.0,375625.0,,93888.0,9.97792e-05,0.1,1.1477346 +7629.8,7837.431,0.7249781,1504.2479,6020000.0,4002.0,376250.0,,94048.0,9.95232e-05,0.1,1.3428738 +7671.1,7841.8857,1.1002434,1504.491,6030000.0,4008.0,376875.0,,94208.0,9.92672e-05,0.1,1.0437841 +7731.9,7845.0923,0.8054556,1504.3586,6040000.0,4015.0,377500.0,,94368.0,9.90112e-05,0.1,1.3793023 +7797.2,7848.1816,1.4377254,1504.9751,6050000.0,4020.0,378125.0,,94528.0,9.87552e-05,0.1,1.454819 +7822.9,7850.7676,2.2514195,1505.2161,6060000.0,4026.0,378750.0,,94656.0,9.85504e-05,0.1,1.4425876 +7866.1,7853.7285,0.5495514,1505.4563,6070000.0,4032.0,379375.0,,94816.0,9.82944e-05,0.1,1.4101307 +8001.5,7857.418,2.0328925,1505.6959,6080000.0,4038.0,380000.0,,94976.0,9.80384e-05,0.1,0.9877575 +7975.2,7860.049,1.5368977,1505.5624,6090000.0,4045.0,380625.0,,95136.0,9.77824e-05,0.1,1.6313038 +7984.0,7863.2104,1.943723,1506.1729,6100000.0,4050.0,381250.0,,95296.0,9.75264e-05,0.1,1.129961 +7989.4,7865.8076,0.69366825,1506.039,6110000.0,4057.0,381875.0,,95456.0,9.72704e-05,0.1,1.2467046 +8035.9,7869.1133,1.2551532,1505.9055,6120000.0,4064.0,382500.0,,95616.0,9.70144e-05,0.1,1.248126 +8025.3,7871.9775,0.89845556,1506.1425,6130000.0,4070.0,383125.0,,95776.0,9.67584e-05,0.1,1.2988815 +8029.8,7874.156,1.0467434,1506.3788,6140000.0,4076.0,383750.0,,95936.0,9.65024e-05,0.1,1.2361872 +8071.4,7876.475,1.3716048,1506.6144,6150000.0,4082.0,384375.0,,96064.0,9.62976e-05,0.1,1.4335692 +8107.2,7878.8823,1.0194649,1506.8494,6160000.0,4088.0,385000.0,,96224.0,9.60416e-05,0.1,1.7927475 +8089.3,7882.078,0.94867724,1507.0835,6170000.0,4094.0,385625.0,,96384.0,9.57856e-05,0.1,1.6642172 +8099.9,7885.324,0.86061454,1507.317,6180000.0,4100.0,386250.0,,96544.0,9.55296e-05,0.1,1.1885772 +8081.2,7889.5205,1.3953154,1507.1829,6190000.0,4107.0,386875.0,,96704.0,9.52736e-05,0.1,1.262032 +8093.8,7894.5273,0.4633207,1507.7821,6200000.0,4112.0,387500.0,,96864.0,9.50176e-05,0.1,1.3919176 +8018.8,7898.5996,1.1023897,1508.0135,6210000.0,4118.0,388125.0,,97024.0,9.47616e-05,0.1,1.2448456 +7865.9,7900.607,0.62670803,1508.2444,6220000.0,4124.0,388750.0,,97184.0,9.45056e-05,0.1,1.8534276 +7793.9,7901.576,1.3695579,1508.4746,6230000.0,4130.0,389375.0,,97312.0,9.43008e-05,0.1,1.2742697 +7763.2,7902.75,1.0873408,1508.7041,6240000.0,4136.0,390000.0,,97472.0,9.40448e-05,0.1,1.5683643 +7745.2,7903.6987,1.7541454,1508.9329,6250000.0,4142.0,390625.0,,97632.0,9.37888e-05,0.1,1.3687007 +7652.5,7904.536,2.3933277,1509.161,6260000.0,4148.0,391250.0,,97792.0,9.35328e-05,0.1,1.7437507 +7560.2,7904.8213,1.616684,1509.3885,6270000.0,4154.0,391875.0,,97952.0,9.32768e-05,0.1,1.320719 +7566.1,7905.897,1.7300062,1509.6154,6280000.0,4160.0,392500.0,,98112.0,9.30208e-05,0.1,1.537487 +7532.7,7906.8213,0.9153433,1509.8416,6290000.0,4166.0,393125.0,,98272.0,9.27648e-05,0.1,1.3632748 +7523.9,7906.2476,1.130409,1510.0671,6300000.0,4172.0,393750.0,,98432.0,9.25088e-05,0.1,1.4216661 +7572.9,7905.6167,1.0592211,1510.292,6310000.0,4178.0,394375.0,,98592.0,9.22528e-05,0.1,1.4294691 +7562.9,7905.1343,1.8923956,1510.8773,6320000.0,4183.0,395000.0,,98720.0,9.2048e-05,0.1,1.4674616 +7501.0,7902.1714,1.2201352,1511.1005,6330000.0,4189.0,395625.0,,98880.0,9.1792e-05,0.1,1.4561489 +7544.6,7898.3735,0.9663446,1511.323,6340000.0,4195.0,396250.0,,99040.0,9.1536e-05,0.1,1.4997317 +7598.0,7895.209,0.55363995,1511.5449,6350000.0,4201.0,396875.0,,99200.0,9.128e-05,0.1,1.4111785 +7697.3,7893.0254,2.0632393,1511.4069,6360000.0,4208.0,397500.0,,99360.0,9.1024e-05,0.1,1.3436351 +7719.4,7892.045,1.9205701,1511.6279,6370000.0,4214.0,398125.0,,99520.0,9.0768e-05,0.1,1.55958 +7685.4,7890.5127,1.4707752,1511.8484,6380000.0,4220.0,398750.0,,99680.0,9.0512e-05,0.1,1.3573675 +7739.0,7890.176,2.1500964,1512.0681,6390000.0,4226.0,399375.0,,99840.0,9.0256e-05,0.1,1.3623917 +7770.7,7889.14,1.431782,1511.93,6400000.0,4233.0,400000.0,,100000.0,9e-05,0.1,1.5768744 +7757.2,7887.8086,2.555181,1512.149,6410000.0,4239.0,400625.0,,100128.0,8.97952e-05,0.1,1.5968587 +7771.4,7886.534,1.791556,1512.3674,6420000.0,4245.0,401250.0,,100288.0,8.95392e-05,0.1,1.4771153 +7763.2,7885.5312,1.128374,1512.5853,6430000.0,4251.0,401875.0,,100448.0,8.92832e-05,0.1,1.3402998 +7654.4,7883.6333,0.57071215,1512.4471,6440000.0,4258.0,402500.0,,100608.0,8.90272e-05,0.1,1.4096454 +7568.0,7880.6206,1.0530742,1512.6642,6450000.0,4264.0,403125.0,,100768.0,8.87712e-05,0.1,0.88269585 +7625.6,7878.029,0.54910773,1512.8806,6460000.0,4270.0,403750.0,,100928.0,8.85152e-05,0.1,1.4945779 +7618.3,7875.563,0.580186,1512.7426,6470000.0,4277.0,404375.0,,101088.0,8.82592e-05,0.1,1.0433427 +7587.9,7873.6743,0.6242524,1512.9583,6480000.0,4283.0,405000.0,,101248.0,8.80032e-05,0.1,1.2891433 +7634.1,7872.5854,0.662248,1513.1732,6490000.0,4289.0,405625.0,,101376.0,8.77984e-05,0.1,1.6111624 +7605.0,7871.1357,1.2605155,1513.7401,6500000.0,4294.0,406250.0,,101536.0,8.75424e-05,0.1,1.0388007 +7687.8,7869.686,1.2693062,1513.6014,6510000.0,4301.0,406875.0,,101696.0,8.72864e-05,0.1,1.702637 +7700.1,7868.837,2.1031802,1514.1663,6520000.0,4306.0,407500.0,,101856.0,8.70304e-05,0.1,1.4253051 +7704.5,7867.295,1.3706311,1514.3784,6530000.0,4312.0,408125.0,,102016.0,8.67744e-05,0.1,1.6508223 +7770.9,7866.442,1.291149,1514.5901,6540000.0,4318.0,408750.0,,102176.0,8.65184e-05,0.1,1.1283517 +7850.0,7866.605,0.4726266,1514.8011,6550000.0,4324.0,409375.0,,102336.0,8.62624e-05,0.1,1.3888974 +7911.1,7867.08,2.0878487,1515.0116,6560000.0,4330.0,410000.0,,102496.0,8.60064e-05,0.1,1.1127158 +7898.5,7867.4507,1.6431179,1515.5709,6570000.0,4335.0,410625.0,,102656.0,8.57504e-05,0.1,1.2233202 +8008.3,7869.261,1.5143085,1515.7798,6580000.0,4341.0,411250.0,,102784.0,8.55456e-05,0.1,1.4015162 +8040.0,7871.5127,1.5696228,1515.6394,6590000.0,4348.0,411875.0,,102944.0,8.52896e-05,0.1,1.5626101 +8014.7,7872.9463,1.0437165,1515.4994,6600000.0,4355.0,412500.0,,103104.0,8.50336e-05,0.1,1.410019 +8028.2,7874.603,0.7627503,1515.7074,6610000.0,4361.0,413125.0,,103264.0,8.47776e-05,0.1,1.5041375 +8049.2,7875.8345,2.1523144,1515.9148,6620000.0,4367.0,413750.0,,103424.0,8.45216e-05,0.1,1.4332592 +8018.9,7876.516,1.7887726,1516.1217,6630000.0,4373.0,414375.0,,103584.0,8.42656e-05,0.1,1.4940846 +8025.4,7876.948,2.4865603,1515.9817,6640000.0,4380.0,415000.0,,103744.0,8.40096e-05,0.1,1.7592156 +8029.9,7877.0957,1.6296027,1516.1879,6650000.0,4386.0,415625.0,,103904.0,8.37536e-05,0.1,1.4958156 +7978.2,7876.81,2.1177602,1516.7388,6660000.0,4391.0,416250.0,,104032.0,8.35488e-05,0.1,1.386941 +7973.6,7876.1777,2.4023316,1516.9434,6670000.0,4397.0,416875.0,,104192.0,8.32928e-05,0.1,1.480246 +8018.3,7876.4976,0.73750585,1517.1473,6680000.0,4403.0,417500.0,,104352.0,8.30368e-05,0.1,1.5798281 +7954.0,7875.955,1.1378739,1517.3508,6690000.0,4409.0,418125.0,,104512.0,8.27808e-05,0.1,1.6016543 +7928.9,7875.0205,0.91697407,1517.5538,6700000.0,4415.0,418750.0,,104672.0,8.25248e-05,0.1,1.2299371 +7987.1,7874.043,2.949406,1517.7561,6710000.0,4421.0,419375.0,,104832.0,8.22688e-05,0.1,1.249866 +7956.2,7872.707,1.2362661,1517.958,6720000.0,4427.0,420000.0,,104992.0,8.20128e-05,0.1,1.141572 +8009.7,7872.064,1.9453956,1517.8169,6730000.0,4434.0,420625.0,,105152.0,8.17568e-05,0.1,1.3732288 +8011.7,7871.344,3.2072668,1518.36,6740000.0,4439.0,421250.0,,105312.0,8.15008e-05,0.1,1.5278767 +8007.8,7870.0605,1.2732254,1518.5602,6750000.0,4445.0,421875.0,,105440.0,8.1296e-05,0.1,1.6624722 +7977.5,7868.196,1.1151187,1519.1011,6760000.0,4450.0,422500.0,,105600.0,8.104e-05,0.1,1.7693789 +7984.7,7866.5586,1.1313593,1519.2998,6770000.0,4456.0,423125.0,,105760.0,8.0784e-05,0.1,1.1889626 +7924.7,7864.7407,0.65622205,1519.8386,6780000.0,4461.0,423750.0,,105920.0,8.0528e-05,0.1,1.2948296 +7903.1,7862.955,2.4432056,1520.0358,6790000.0,4467.0,424375.0,,106080.0,8.0272e-05,0.1,1.4356774 +7846.1,7860.12,1.7139889,1520.2325,6800000.0,4473.0,425000.0,,106240.0,8.0016e-05,0.1,1.7158964 +7738.0,7856.119,1.2525005,1520.4287,6810000.0,4479.0,425625.0,,106400.0,7.976e-05,0.1,1.4524086 +7680.4,7851.6743,2.0804586,1520.6243,6820000.0,4485.0,426250.0,,106560.0,7.9504e-05,0.1,1.3186803 +7686.5,7847.438,1.2780136,1520.8195,6830000.0,4491.0,426875.0,,106688.0,7.92992e-05,0.1,1.1030138 +7642.5,7842.4736,1.2773408,1521.014,6840000.0,4497.0,427500.0,,106848.0,7.90432e-05,0.1,1.6539694 +7575.4,7836.7236,1.8308737,1521.546,6850000.0,4502.0,428125.0,,107008.0,7.87872e-05,0.1,1.4482515 +7514.0,7829.735,1.1188896,1521.7391,6860000.0,4508.0,428750.0,,107168.0,7.85312e-05,0.1,1.1056781 +7586.4,7823.6523,1.2825147,1521.9318,6870000.0,4514.0,429375.0,,107328.0,7.82752e-05,0.1,1.3655831 +7564.9,7817.5923,1.1574442,1522.1239,6880000.0,4520.0,430000.0,,107488.0,7.80192e-05,0.1,1.2801526 +7566.2,7812.3706,0.5870794,1522.3156,6890000.0,4526.0,430625.0,,107648.0,7.77632e-05,0.1,1.0387667 +7553.5,7808.5645,2.3001416,1522.1708,6900000.0,4533.0,431250.0,,107808.0,7.75072e-05,0.1,1.4737853 +7585.6,7805.5757,1.5765045,1522.3617,6910000.0,4539.0,431875.0,,107968.0,7.72512e-05,0.1,1.641084 +7588.0,7802.571,1.1807791,1522.8873,6920000.0,4544.0,432500.0,,108096.0,7.70464e-05,0.1,1.4084456 +7607.4,7798.98,0.9927301,1523.0769,6930000.0,4550.0,433125.0,,108256.0,7.67904e-05,0.1,1.2550918 +7740.5,7798.1113,1.3032184,1523.6005,6940000.0,4555.0,433750.0,,108416.0,7.65344e-05,0.1,1.5675113 +7750.3,7797.927,1.1858357,1523.7887,6950000.0,4561.0,434375.0,,108576.0,7.62784e-05,0.1,1.5234382 +7796.1,7798.183,0.53939044,1523.6427,6960000.0,4568.0,435000.0,,108736.0,7.60224e-05,0.1,1.2468507 +7789.9,7798.358,1.0132807,1523.8303,6970000.0,4574.0,435625.0,,108896.0,7.57664e-05,0.1,1.2966661 +7808.2,7799.63,2.1121154,1524.0175,6980000.0,4580.0,436250.0,,109056.0,7.55104e-05,0.1,1.3956783 +7908.6,7802.1265,0.7999838,1524.2041,6990000.0,4586.0,436875.0,,109216.0,7.52544e-05,0.1,1.5653034 +7834.0,7804.228,1.9004864,1524.3903,7000000.0,4592.0,437500.0,,109344.0,7.50496e-05,0.1,1.4589932 +7829.5,7806.4663,0.73983663,1524.5759,7010000.0,4598.0,438125.0,,109504.0,7.47936e-05,0.1,1.6342525 +7915.9,7809.3267,0.34693736,1525.0923,7020000.0,4603.0,438750.0,,109664.0,7.45376e-05,0.1,1.592942 +7918.3,7811.799,1.467675,1525.2766,7030000.0,4609.0,439375.0,,109824.0,7.42816e-05,0.1,1.5984088 +7977.1,7814.2505,1.7620925,1525.4604,7040000.0,4615.0,440000.0,,109984.0,7.40256e-05,0.1,1.6813726 +8014.5,7816.4243,1.4585469,1525.6438,7050000.0,4621.0,440625.0,,110144.0,7.37696e-05,0.1,1.2670727 +7991.6,7818.112,0.9359475,1525.8267,7060000.0,4627.0,441250.0,,110304.0,7.35136e-05,0.1,1.1725142 +8101.1,7820.4614,1.2606344,1525.6798,7070000.0,4634.0,441875.0,,110464.0,7.32576e-05,0.1,1.2246494 +8015.8,7820.6045,1.1986605,1525.862,7080000.0,4640.0,442500.0,,110624.0,7.30016e-05,0.1,1.6191763 +8054.4,7821.3965,0.7946683,1526.044,7090000.0,4646.0,443125.0,,110752.0,7.27968e-05,0.1,1.3953164 +8020.8,7821.7637,1.665808,1525.8972,7100000.0,4653.0,443750.0,,110912.0,7.25408e-05,0.1,1.4533026 +8031.1,7822.181,1.4694833,1525.7511,7110000.0,4660.0,444375.0,,111072.0,7.22848e-05,0.1,1.5099361 +8031.6,7822.1387,1.0017042,1525.6053,7120000.0,4667.0,445000.0,,111232.0,7.20288e-05,0.1,1.7379168 +8081.3,7822.6987,1.0750554,1526.113,7130000.0,4672.0,445625.0,,111392.0,7.17728e-05,0.1,1.4386163 +8009.2,7822.4927,1.6003723,1526.2933,7140000.0,4678.0,446250.0,,111552.0,7.15168e-05,0.1,1.642955 +8061.8,7822.3965,1.5345757,1526.1473,7150000.0,4685.0,446875.0,,111712.0,7.12608e-05,0.1,1.5505754 +8015.6,7821.4805,0.8883599,1526.327,7160000.0,4691.0,447500.0,,111872.0,7.10048e-05,0.1,1.3009579 +8015.8,7820.7456,1.1150776,1526.5062,7170000.0,4697.0,448125.0,,112000.0,7.08e-05,0.1,1.2849371 +8004.8,7819.7944,0.76502264,1527.0098,7180000.0,4702.0,448750.0,,112160.0,7.0544e-05,0.1,1.2299523 +8049.2,7819.4746,0.96604365,1527.1877,7190000.0,4708.0,449375.0,,112320.0,7.0288e-05,0.1,1.2352601 +8040.4,7818.9395,1.279192,1527.3652,7200000.0,4714.0,450000.0,,112480.0,7.0032e-05,0.1,1.2945764 +8041.6,7819.168,1.3560836,1527.5424,7210000.0,4720.0,450625.0,,112640.0,6.9776e-05,0.1,1.430515 +8107.2,7821.58,1.3236009,1528.0424,7220000.0,4725.0,451250.0,,112800.0,6.952e-05,0.1,1.478678 +8106.1,7824.703,1.8812176,1528.2181,7230000.0,4731.0,451875.0,,112960.0,6.9264e-05,0.1,1.4631307 +8009.5,7827.1655,1.7086139,1528.3936,7240000.0,4737.0,452500.0,,113120.0,6.9008e-05,0.1,1.8853209 +8017.0,7829.8843,1.0985543,1528.5684,7250000.0,4743.0,453125.0,,113280.0,6.8752e-05,0.1,1.3318528 +8038.6,7833.745,1.1927,1529.0648,7260000.0,4748.0,453750.0,,113408.0,6.85472e-05,0.1,1.1332462 +8018.7,7838.33,0.98673195,1529.5603,7270000.0,4753.0,454375.0,,113568.0,6.82912e-05,0.1,1.3898821 +8007.4,7842.7427,1.4290646,1529.7332,7280000.0,4759.0,455000.0,,113728.0,6.80352e-05,0.1,1.3482665 +7973.7,7847.1523,1.4084435,1529.9055,7290000.0,4765.0,455625.0,,113888.0,6.77792e-05,0.1,1.2415601 +7945.2,7851.365,1.451895,1530.0775,7300000.0,4771.0,456250.0,,114048.0,6.75232e-05,0.1,1.0389138 +7900.7,7854.643,1.0767866,1530.2491,7310000.0,4777.0,456875.0,,114208.0,6.72672e-05,0.1,1.4905792 +7875.9,7857.773,1.138209,1530.4203,7320000.0,4783.0,457500.0,,114368.0,6.70112e-05,0.1,1.4732639 +7842.1,7861.1846,1.5151106,1530.591,7330000.0,4789.0,458125.0,,114528.0,6.67552e-05,0.1,1.4380594 +7859.3,7864.332,0.8043283,1530.7612,7340000.0,4795.0,458750.0,,114656.0,6.65504e-05,0.1,1.1472781 +7764.6,7865.998,0.5375054,1530.6123,7350000.0,4802.0,459375.0,,114816.0,6.62944e-05,0.1,1.4887558 +7728.9,7866.3145,2.446803,1530.782,7360000.0,4808.0,460000.0,,114976.0,6.60384e-05,0.1,1.305901 +7749.9,7866.6187,1.2659773,1531.2695,7370000.0,4813.0,460625.0,,115136.0,6.57824e-05,0.1,1.7257106 +7768.8,7867.453,1.452263,1531.1204,7380000.0,4820.0,461250.0,,115296.0,6.55264e-05,0.1,1.0650411 +7743.4,7867.497,1.0667877,1531.2888,7390000.0,4826.0,461875.0,,115456.0,6.52704e-05,0.1,1.5940701 +7733.6,7867.1255,1.8907579,1531.4569,7400000.0,4832.0,462500.0,,115616.0,6.50144e-05,0.1,1.2673225 +7758.1,7867.1357,0.672727,1531.6246,7410000.0,4838.0,463125.0,,115776.0,6.47584e-05,0.1,2.0178885 +7718.3,7866.6045,1.8428633,1531.7919,7420000.0,4844.0,463750.0,,115936.0,6.45024e-05,0.1,1.2187395 +7667.3,7865.6465,1.9587986,1531.9587,7430000.0,4850.0,464375.0,,116064.0,6.42976e-05,0.1,1.2759646 +7567.6,7864.7773,1.1748408,1532.1252,7440000.0,4856.0,465000.0,,116224.0,6.40416e-05,0.1,1.2662256 +7492.5,7864.0225,1.3444648,1532.2913,7450000.0,4862.0,465625.0,,116384.0,6.37856e-05,0.1,1.5779426 +7445.9,7862.225,1.7352725,1532.7717,7460000.0,4867.0,466250.0,,116544.0,6.35296e-05,0.1,1.046715 +7459.2,7860.6343,1.185789,1532.9366,7470000.0,4873.0,466875.0,,116704.0,6.32736e-05,0.1,1.7065334 +7380.2,7858.556,2.498638,1533.1011,7480000.0,4879.0,467500.0,,116864.0,6.30176e-05,0.1,1.4848534 +7430.3,7856.5186,1.0413196,1533.2651,7490000.0,4885.0,468125.0,,117024.0,6.27616e-05,0.1,1.4849927 +7444.7,7854.916,2.0506914,1533.7423,7500000.0,4890.0,468750.0,,117184.0,6.25056e-05,0.1,1.5100632 +7453.4,7852.572,0.954163,1534.2186,7510000.0,4895.0,469375.0,,117312.0,6.23008e-05,0.1,1.0994998 +7426.6,7849.8374,1.9644591,1534.3807,7520000.0,4901.0,470000.0,,117472.0,6.20448e-05,0.1,1.3818488 +7318.0,7845.9717,2.6029494,1534.5425,7530000.0,4907.0,470625.0,,117632.0,6.17888e-05,0.1,1.3773028 +7352.7,7841.7905,0.6036148,1534.7039,7540000.0,4913.0,471250.0,,117792.0,6.15328e-05,0.1,1.5843546 +7485.5,7838.1455,1.4158162,1534.8649,7550000.0,4919.0,471875.0,,117952.0,6.12768e-05,0.1,1.3409144 +7503.2,7834.0664,1.7006327,1535.0254,7560000.0,4925.0,472500.0,,118112.0,6.10208e-05,0.1,1.40098 +7525.1,7830.3325,1.5809166,1535.1855,7570000.0,4931.0,473125.0,,118272.0,6.07648e-05,0.1,1.3001124 +7638.4,7826.6333,0.6855699,1535.3453,7580000.0,4937.0,473750.0,,118432.0,6.05088e-05,0.1,1.0858736 +7633.6,7822.5693,0.8615671,1535.5048,7590000.0,4943.0,474375.0,,118592.0,6.02528e-05,0.1,1.405376 +7678.5,7819.2075,1.5838797,1535.9741,7600000.0,4948.0,475000.0,,118720.0,6.0048e-05,0.1,1.5478009 +7746.2,7816.3867,1.2213118,1536.1324,7610000.0,4954.0,475625.0,,118880.0,5.9792e-05,0.1,1.5307627 +7684.1,7812.7363,1.8507798,1536.2903,7620000.0,4960.0,476250.0,,119040.0,5.9536e-05,0.1,1.1023729 +7667.3,7809.22,1.8007054,1536.1385,7630000.0,4967.0,476875.0,,119200.0,5.928e-05,0.1,1.3596476 +7643.3,7805.3994,2.054029,1536.605,7640000.0,4972.0,477500.0,,119360.0,5.9024e-05,0.1,0.9629158 +7694.6,7802.047,2.2235277,1536.7617,7650000.0,4978.0,478125.0,,119520.0,5.8768e-05,0.1,1.3238075 +7737.7,7799.641,0.4124559,1536.9181,7660000.0,4984.0,478750.0,,119680.0,5.8512e-05,0.1,1.7086024 +7677.9,7796.6836,1.007561,1537.0741,7670000.0,4990.0,479375.0,,119840.0,5.8256e-05,0.1,0.89119804 +7622.4,7792.7246,0.69871366,1537.2297,7680000.0,4996.0,480000.0,,120000.0,5.8e-05,0.1,1.542759 +7595.1,7789.1357,3.358208,1537.6925,7690000.0,5001.0,480625.0,,120128.0,5.77952e-05,0.1,1.2509327 +7536.9,7785.216,1.1753777,1537.847,7700000.0,5007.0,481250.0,,120288.0,5.75392e-05,0.1,1.5381348 +7559.9,7780.944,1.4253446,1537.6945,7710000.0,5014.0,481875.0,,120448.0,5.72832e-05,0.1,1.739318 +7577.3,7777.1543,1.277776,1537.8486,7720000.0,5020.0,482500.0,,120608.0,5.70272e-05,0.1,1.3538612 +7521.6,7772.274,1.8571322,1538.0024,7730000.0,5026.0,483125.0,,120768.0,5.67712e-05,0.1,1.934645 +7504.2,7767.1987,1.1116923,1538.1558,7740000.0,5032.0,483750.0,,120928.0,5.65152e-05,0.1,1.3817024 +7610.6,7763.2275,0.68782794,1538.6143,7750000.0,5037.0,484375.0,,121088.0,5.62592e-05,0.1,1.1977825 +7666.8,7760.12,1.4824518,1538.7666,7760000.0,5043.0,485000.0,,121248.0,5.60032e-05,0.1,1.1090658 +7654.7,7756.821,0.56437075,1538.9186,7770000.0,5049.0,485625.0,,121376.0,5.57984e-05,0.1,1.1699785 +7704.6,7754.62,1.2777939,1539.0702,7780000.0,5055.0,486250.0,,121536.0,5.55424e-05,0.1,1.4291235 +7611.5,7751.7036,1.440273,1539.2216,7790000.0,5061.0,486875.0,,121696.0,5.52864e-05,0.1,1.6213372 +7726.3,7750.505,1.2183315,1539.3724,7800000.0,5067.0,487500.0,,121856.0,5.50304e-05,0.1,1.532198 +7803.2,7751.1577,2.3228924,1539.523,7810000.0,5073.0,488125.0,,122016.0,5.47744e-05,0.1,1.2413955 +7812.8,7752.4814,2.1940837,1539.6732,7820000.0,5079.0,488750.0,,122176.0,5.45184e-05,0.1,1.3965149 +7826.5,7753.8813,1.8001003,1539.5203,7830000.0,5086.0,489375.0,,122336.0,5.42624e-05,0.1,1.6143079 +7920.2,7756.6577,1.0210121,1539.67,7840000.0,5092.0,490000.0,,122496.0,5.40064e-05,0.1,1.4220403 +7853.0,7759.4336,0.7209124,1540.1216,7850000.0,5097.0,490625.0,,122656.0,5.37504e-05,0.1,1.3787959 +7807.1,7762.365,2.1245751,1540.2704,7860000.0,5103.0,491250.0,,122784.0,5.35456e-05,0.1,1.3365557 +7789.9,7764.4,1.2103533,1540.4188,7870000.0,5109.0,491875.0,,122944.0,5.32896e-05,0.1,1.7452385 +7786.6,7766.6177,0.7879542,1540.567,7880000.0,5115.0,492500.0,,123104.0,5.30336e-05,0.1,1.1366001 +7722.2,7768.177,0.41697663,1540.7147,7890000.0,5121.0,493125.0,,123264.0,5.27776e-05,0.1,1.1897429 +7615.2,7768.794,0.4111746,1540.5616,7900000.0,5128.0,493750.0,,123424.0,5.25216e-05,0.1,1.2413211 +7515.2,7768.09,0.8522465,1540.709,7910000.0,5134.0,494375.0,,123584.0,5.22656e-05,0.1,1.6280668 +7595.3,7768.1626,1.8076704,1540.8561,7920000.0,5140.0,495000.0,,123744.0,5.20096e-05,0.1,1.2409766 +7701.5,7769.1045,1.0395702,1540.7034,7930000.0,5147.0,495625.0,,123904.0,5.17536e-05,0.1,1.5113738 +7684.1,7768.54,1.3065568,1541.149,7940000.0,5152.0,496250.0,,124032.0,5.15488e-05,0.1,1.3094376 +7682.9,7767.866,1.2539665,1541.295,7950000.0,5158.0,496875.0,,124192.0,5.12928e-05,0.1,1.4467568 +7742.0,7767.325,1.9467553,1541.1423,7960000.0,5165.0,497500.0,,124352.0,5.10368e-05,0.1,1.1901927 +7693.1,7766.3574,3.1257305,1541.288,7970000.0,5171.0,498125.0,,124512.0,5.07808e-05,0.1,1.4854039 +7728.5,7765.56,1.111296,1541.1356,7980000.0,5178.0,498750.0,,124672.0,5.05248e-05,0.1,1.5214422 +7703.4,7763.5083,1.0068073,1541.2809,7990000.0,5184.0,499375.0,,124832.0,5.02688e-05,0.1,0.94016314 +7760.0,7762.768,0.45634523,1541.4258,8000000.0,5190.0,500000.0,,124992.0,5.00128e-05,0.1,1.9522767 +7649.2,7760.9644,2.2546098,1541.2738,8010000.0,5197.0,500625.0,,125152.0,4.97568e-05,0.1,1.3405787 +7646.1,7758.267,1.8281788,1541.4185,8020000.0,5203.0,501250.0,,125312.0,4.95008e-05,0.1,1.5326073 +7680.5,7755.889,1.3693068,1541.5626,8030000.0,5209.0,501875.0,,125440.0,4.9296e-05,0.1,1.3019778 +7623.1,7752.3496,1.078242,1541.7067,8040000.0,5215.0,502500.0,,125600.0,4.904e-05,0.1,1.378732 +7689.9,7749.103,1.3380419,1541.5549,8050000.0,5222.0,503125.0,,125760.0,4.8784e-05,0.1,1.091001 +7650.8,7745.696,0.6881233,1541.6985,8060000.0,5228.0,503750.0,,125920.0,4.8528e-05,0.1,1.3575752 +7634.0,7741.0244,1.1399367,1541.8418,8070000.0,5234.0,504375.0,,126080.0,4.8272e-05,0.1,1.4398499 +7481.8,7735.6846,2.986599,1541.6906,8080000.0,5241.0,505000.0,,126240.0,4.8016e-05,0.1,1.8828654 +7466.8,7729.808,2.2646806,1541.5397,8090000.0,5248.0,505625.0,,126400.0,4.776e-05,0.1,1.2161231 +7479.3,7724.3936,1.0488418,1541.6825,8100000.0,5254.0,506250.0,,126560.0,4.7504e-05,0.1,1.4402173 +7529.2,7719.3745,1.153035,1541.8251,8110000.0,5260.0,506875.0,,126688.0,4.72992e-05,0.1,1.2096343 +7587.5,7714.933,1.2099416,1541.9673,8120000.0,5266.0,507500.0,,126848.0,4.70432e-05,0.1,1.3862021 +7697.8,7711.098,1.0718598,1542.1093,8130000.0,5272.0,508125.0,,127008.0,4.67872e-05,0.1,1.8077039 +7694.8,7707.9546,1.1212597,1542.2509,8140000.0,5278.0,508750.0,,127168.0,4.65312e-05,0.1,1.2083193 +7771.3,7705.0493,1.1600865,1542.1003,8150000.0,5285.0,509375.0,,127328.0,4.62752e-05,0.1,1.7938695 +7768.9,7702.582,1.2269213,1542.2416,8160000.0,5291.0,510000.0,,127488.0,4.60192e-05,0.1,1.2568145 +7756.3,7699.987,1.060549,1542.3824,8170000.0,5297.0,510625.0,,127648.0,4.57632e-05,0.1,1.6359465 +7771.6,7697.655,1.2332109,1542.5231,8180000.0,5303.0,511250.0,,127808.0,4.55072e-05,0.1,1.1844778 +7799.6,7695.159,0.78242934,1542.6635,8190000.0,5309.0,511875.0,,127968.0,4.52512e-05,0.1,1.3596791 +7787.1,7692.627,0.93831366,1542.8033,8200000.0,5315.0,512500.0,,128096.0,4.50464e-05,0.1,1.1715074 +7850.3,7690.713,0.9272121,1542.9431,8210000.0,5321.0,513125.0,,128256.0,4.47904e-05,0.1,1.4667437 +8011.1,7689.7524,1.278568,1543.3722,8220000.0,5326.0,513750.0,,128416.0,4.45344e-05,0.1,1.4367027 +8049.7,7689.188,0.88865465,1543.5109,8230000.0,5332.0,514375.0,,128576.0,4.42784e-05,0.1,1.1813256 +8074.4,7689.8374,1.0648257,1543.6493,8240000.0,5338.0,515000.0,,128736.0,4.40224e-05,0.1,1.1918186 +7983.4,7689.5005,1.147417,1543.7875,8250000.0,5344.0,515625.0,,128896.0,4.37664e-05,0.1,1.0827082 +7945.3,7688.5674,2.2432213,1543.9253,8260000.0,5350.0,516250.0,,129056.0,4.35104e-05,0.1,1.3530498 +7888.2,7687.2627,2.0752637,1544.0627,8270000.0,5356.0,516875.0,,129216.0,4.32544e-05,0.1,1.2489414 +7922.9,7686.4175,1.4522805,1544.4879,8280000.0,5361.0,517500.0,,129344.0,4.30496e-05,0.1,1.3849709 +7855.5,7685.236,1.0001836,1544.6245,8290000.0,5367.0,518125.0,,129504.0,4.27936e-05,0.1,1.1881382 +7954.1,7685.325,1.9013754,1544.7609,8300000.0,5373.0,518750.0,,129664.0,4.25376e-05,0.1,1.5223011 +7961.1,7685.9287,0.55613446,1544.8969,8310000.0,5379.0,519375.0,,129824.0,4.22816e-05,0.1,1.6610548 +8012.8,7687.299,1.2647812,1544.7456,8320000.0,5386.0,520000.0,,129984.0,4.20256e-05,0.1,1.41207 +7985.8,7688.735,0.41849253,1544.8813,8330000.0,5392.0,520625.0,,130144.0,4.17696e-05,0.1,1.475613 +7963.8,7689.781,1.9880664,1544.7305,8340000.0,5399.0,521250.0,,130304.0,4.15136e-05,0.1,1.131912 +7922.4,7691.3574,0.30325332,1545.1517,8350000.0,5404.0,521875.0,,130464.0,4.12576e-05,0.1,1.3208952 +7917.7,7693.2456,1.6183577,1545.2865,8360000.0,5410.0,522500.0,,130624.0,4.10016e-05,0.1,0.95175326 +7875.8,7694.5044,1.2206312,1545.421,8370000.0,5416.0,523125.0,,130752.0,4.07968e-05,0.1,1.632324 +7870.1,7695.5176,1.7114326,1545.2701,8380000.0,5423.0,523750.0,,130912.0,4.05408e-05,0.1,1.7248039 +7952.3,7697.607,0.84878844,1545.4043,8390000.0,5429.0,524375.0,,131072.0,4.02848e-05,0.1,1.4919882 +8011.2,7700.3833,2.9340117,1545.5382,8400000.0,5435.0,525000.0,,131232.0,4.00288e-05,0.1,1.1171896 +8015.5,7702.957,2.5326738,1545.6718,8410000.0,5441.0,525625.0,,131392.0,3.97728e-05,0.1,1.4809129 +8048.5,7706.259,0.8108821,1545.805,8420000.0,5447.0,526250.0,,131552.0,3.95168e-05,0.1,1.0708549 +8129.6,7710.882,1.7732495,1546.2216,8430000.0,5452.0,526875.0,,131712.0,3.92608e-05,0.1,1.1615385 +8102.4,7716.23,2.201917,1546.354,8440000.0,5458.0,527500.0,,131872.0,3.90048e-05,0.1,1.4067397 +8099.9,7722.3037,1.6154032,1546.4861,8450000.0,5464.0,528125.0,,132000.0,3.88e-05,0.1,1.6367192 +8156.6,7729.411,2.5012524,1546.6179,8460000.0,5470.0,528750.0,,132160.0,3.8544e-05,0.1,1.4217346 +8109.5,7735.9136,1.6820692,1546.467,8470000.0,5477.0,529375.0,,132320.0,3.8288e-05,0.1,1.5938461 +8111.3,7743.225,1.3310492,1546.5986,8480000.0,5483.0,530000.0,,132480.0,3.8032e-05,0.1,1.4176183 +8054.3,7749.466,1.2148411,1546.7299,8490000.0,5489.0,530625.0,,132640.0,3.7776e-05,0.1,1.3606107 +8148.7,7756.505,1.4659925,1546.8608,8500000.0,5495.0,531250.0,,132800.0,3.752e-05,0.1,1.2742301 +8119.9,7763.17,1.2452844,1546.9915,8510000.0,5501.0,531875.0,,132960.0,3.7264e-05,0.1,1.5685276 +8118.5,7770.089,2.1489835,1547.1218,8520000.0,5507.0,532500.0,,133120.0,3.7008e-05,0.1,1.1815903 +8073.3,7777.642,1.3599803,1547.252,8530000.0,5513.0,533125.0,,133280.0,3.6752e-05,0.1,1.2497084 +8018.9,7784.303,1.4592224,1547.3817,8540000.0,5519.0,533750.0,,133408.0,3.65472e-05,0.1,1.4097351 +7960.3,7789.052,1.0105247,1547.5114,8550000.0,5525.0,534375.0,,133568.0,3.62912e-05,0.1,1.3044653 +7891.6,7792.936,0.4945734,1547.6406,8560000.0,5531.0,535000.0,,133728.0,3.60352e-05,0.1,1.3829787 +7908.1,7796.767,1.9778116,1547.4901,8570000.0,5538.0,535625.0,,133888.0,3.57792e-05,0.1,1.3369049 +7892.9,7799.311,1.4435831,1547.619,8580000.0,5544.0,536250.0,,134048.0,3.55232e-05,0.1,1.767612 +7858.4,7801.5586,2.9634507,1547.7478,8590000.0,5550.0,536875.0,,134208.0,3.52672e-05,0.1,1.2264118 +7846.3,7803.237,1.736054,1548.1548,8600000.0,5555.0,537500.0,,134368.0,3.50112e-05,0.1,1.6367292 +7901.8,7804.7925,1.7700714,1548.2827,8610000.0,5561.0,538125.0,,134528.0,3.47552e-05,0.1,1.2701411 +7745.0,7805.4014,0.67254865,1548.6885,8620000.0,5566.0,538750.0,,134656.0,3.45504e-05,0.1,1.5574021 +7562.3,7804.3525,1.9759358,1548.8156,8630000.0,5572.0,539375.0,,134816.0,3.42944e-05,0.1,1.518197 +7485.9,7802.7773,2.3689764,1548.6647,8640000.0,5579.0,540000.0,,134976.0,3.40384e-05,0.1,1.666343 +7425.2,7800.084,1.4541184,1548.7914,8650000.0,5585.0,540625.0,,135136.0,3.37824e-05,0.1,1.4169817 +7298.0,7795.686,0.5771812,1548.9178,8660000.0,5591.0,541250.0,,135296.0,3.35264e-05,0.1,1.4095732 +7323.6,7792.1436,0.5107732,1548.7675,8670000.0,5598.0,541875.0,,135456.0,3.32704e-05,0.1,1.1260087 +7356.1,7789.4805,1.2578907,1548.8937,8680000.0,5604.0,542500.0,,135616.0,3.30144e-05,0.1,1.843502 +7357.1,7787.102,1.1263236,1549.0197,8690000.0,5610.0,543125.0,,135776.0,3.27584e-05,0.1,1.3374556 +7255.7,7784.2896,0.8263448,1549.1453,8700000.0,5616.0,543750.0,,135936.0,3.25024e-05,0.1,1.5236349 +7236.7,7781.0566,2.007143,1549.2708,8710000.0,5622.0,544375.0,,136064.0,3.22976e-05,0.1,1.4960976 +7268.9,7777.9727,1.0592308,1549.3959,8720000.0,5628.0,545000.0,,136224.0,3.20416e-05,0.1,1.6424897 +7226.2,7775.0186,0.790362,1549.5208,8730000.0,5634.0,545625.0,,136384.0,3.17856e-05,0.1,1.1449122 +7233.9,7772.315,0.9142397,1549.6454,8740000.0,5640.0,546250.0,,136544.0,3.15296e-05,0.1,1.5286378 +7377.0,7769.9795,1.7623315,1549.7698,8750000.0,5646.0,546875.0,,136704.0,3.12736e-05,0.1,1.3219433 +7432.8,7767.64,2.0634644,1549.8938,8760000.0,5652.0,547500.0,,136864.0,3.10176e-05,0.1,1.759141 +7426.6,7765.3594,1.3474514,1549.7438,8770000.0,5659.0,548125.0,,137024.0,3.07616e-05,0.1,1.1716148 +7534.5,7763.658,1.0073434,1549.8676,8780000.0,5665.0,548750.0,,137184.0,3.05056e-05,0.1,1.2910581 +7676.2,7764.305,1.3768948,1550.2645,8790000.0,5670.0,549375.0,,137312.0,3.03008e-05,0.1,1.2852217 +7636.7,7763.4087,1.4412988,1550.3876,8800000.0,5676.0,550000.0,,137472.0,3.00448e-05,0.1,1.7185211 +7689.7,7762.273,2.0515964,1550.5104,8810000.0,5682.0,550625.0,,137632.0,2.97888e-05,0.1,1.6066859 +7662.5,7760.7705,0.966765,1550.9055,8820000.0,5687.0,551250.0,,137792.0,2.95328e-05,0.1,1.5909493 +7704.1,7759.547,1.2198085,1551.0276,8830000.0,5693.0,551875.0,,137952.0,2.92768e-05,0.1,1.5159099 +7668.7,7757.0327,2.2261944,1551.4215,8840000.0,5698.0,552500.0,,138112.0,2.90208e-05,0.1,1.1371446 +7671.3,7755.215,2.322495,1551.5427,8850000.0,5704.0,553125.0,,138272.0,2.87648e-05,0.1,1.5643988 +7723.8,7754.3823,1.2403656,1551.6637,8860000.0,5710.0,553750.0,,138432.0,2.85088e-05,0.1,1.3446848 +7737.5,7753.858,0.32197022,1551.7844,8870000.0,5716.0,554375.0,,138592.0,2.82528e-05,0.1,1.2885547 +7698.3,7752.9756,1.1020997,1552.1761,8880000.0,5721.0,555000.0,,138720.0,2.8048e-05,0.1,1.2693529 +7747.5,7753.2285,1.8053797,1552.2961,8890000.0,5727.0,555625.0,,138880.0,2.7792e-05,0.1,1.6948001 +7823.8,7755.3145,2.272063,1552.4159,8900000.0,5733.0,556250.0,,139040.0,2.7536e-05,0.1,1.2572021 +7942.6,7759.589,1.7557226,1552.5353,8910000.0,5739.0,556875.0,,139200.0,2.728e-05,0.1,1.52551 +7942.3,7763.0586,0.42970952,1552.3843,8920000.0,5746.0,557500.0,,139360.0,2.7024e-05,0.1,1.2516694 +7921.9,7765.2627,0.8376685,1552.5034,8930000.0,5752.0,558125.0,,139520.0,2.6768e-05,0.1,1.5697563 +7995.6,7768.3774,1.222877,1552.6224,8940000.0,5758.0,558750.0,,139680.0,2.6512e-05,0.1,1.3929138 +7971.4,7771.2617,1.0234535,1552.7412,8950000.0,5764.0,559375.0,,139840.0,2.6256e-05,0.1,1.6236625 +7954.3,7773.385,2.4764986,1552.8596,8960000.0,5770.0,560000.0,,140000.0,2.6e-05,0.1,1.5101867 +7998.5,7776.4395,1.3057524,1552.9778,8970000.0,5776.0,560625.0,,140128.0,2.57952e-05,0.1,1.5758176 +8055.0,7779.7036,1.2282258,1553.0958,8980000.0,5782.0,561250.0,,140288.0,2.55392e-05,0.1,1.5207646 +8074.9,7783.4194,0.92256075,1553.4819,8990000.0,5787.0,561875.0,,140448.0,2.52832e-05,0.1,1.4733541 +8065.7,7786.4756,0.90738964,1553.5991,9000000.0,5793.0,562500.0,,140608.0,2.50272e-05,0.1,1.3271232 +8071.4,7790.6973,0.6573252,1553.7162,9010000.0,5799.0,563125.0,,140768.0,2.47712e-05,0.1,1.704205 +8030.5,7794.541,1.5150434,1553.8329,9020000.0,5805.0,563750.0,,140928.0,2.45152e-05,0.1,1.4754705 +8006.7,7797.8037,0.85231006,1553.9495,9030000.0,5811.0,564375.0,,141088.0,2.42592e-05,0.1,1.7408978 +7953.2,7801.1045,2.4424725,1554.0657,9040000.0,5817.0,565000.0,,141248.0,2.40032e-05,0.1,1.3101313 +7957.8,7803.784,0.9872473,1554.1816,9050000.0,5823.0,565625.0,,141376.0,2.37984e-05,0.1,1.346049 +7996.6,7807.2417,1.0984231,1554.2975,9060000.0,5829.0,566250.0,,141536.0,2.35424e-05,0.1,1.2983414 +7932.3,7810.225,0.8945467,1554.1467,9070000.0,5836.0,566875.0,,141696.0,2.32864e-05,0.1,1.0931894 +7939.2,7814.7993,1.3477482,1554.2622,9080000.0,5842.0,567500.0,,141856.0,2.30304e-05,0.1,1.5089755 +7886.4,7818.995,0.29206866,1554.3776,9090000.0,5848.0,568125.0,,142016.0,2.27744e-05,0.1,1.477443 +7943.0,7823.6313,0.55958843,1554.4927,9100000.0,5854.0,568750.0,,142176.0,2.25184e-05,0.1,1.1649046 +7952.0,7827.8594,1.1352072,1554.6075,9110000.0,5860.0,569375.0,,142336.0,2.22624e-05,0.1,1.3210485 +7948.8,7831.4727,1.5310937,1554.7222,9120000.0,5866.0,570000.0,,142496.0,2.20064e-05,0.1,1.2892118 +7939.0,7833.885,1.103221,1554.8365,9130000.0,5872.0,570625.0,,142656.0,2.17504e-05,0.1,1.4919577 +8011.7,7837.0537,1.8805041,1554.9507,9140000.0,5878.0,571250.0,,142784.0,2.15456e-05,0.1,1.2474177 +7972.5,7839.0664,0.5402091,1555.0646,9150000.0,5884.0,571875.0,,142944.0,2.12896e-05,0.1,1.446445 +8038.9,7841.7656,1.4287391,1554.9143,9160000.0,5891.0,572500.0,,143104.0,2.10336e-05,0.1,1.3113947 +8052.1,7844.7236,1.1089299,1555.028,9170000.0,5897.0,573125.0,,143264.0,2.07776e-05,0.1,1.6590402 +8040.4,7847.412,1.2463266,1555.1415,9180000.0,5903.0,573750.0,,143424.0,2.05216e-05,0.1,1.4435395 +7992.8,7849.3438,0.8990062,1555.518,9190000.0,5908.0,574375.0,,143584.0,2.02656e-05,0.1,1.4881968 +7978.2,7851.255,1.8099337,1555.6307,9200000.0,5914.0,575000.0,,143744.0,2.00096e-05,0.1,1.279449 +8019.9,7852.9507,1.4756562,1555.7433,9210000.0,5920.0,575625.0,,143904.0,1.97536e-05,0.1,1.4431076 +8052.5,7853.365,1.3239849,1555.8556,9220000.0,5926.0,576250.0,,144032.0,1.95488e-05,0.1,1.1473699 +8101.1,7853.8794,1.0535529,1555.9677,9230000.0,5932.0,576875.0,,144192.0,1.92928e-05,0.1,1.2998269 +8112.9,7854.2637,2.3033783,1556.3416,9240000.0,5937.0,577500.0,,144352.0,1.90368e-05,0.1,1.1607344 +8124.8,7855.678,1.5648973,1556.1912,9250000.0,5944.0,578125.0,,144512.0,1.87808e-05,0.1,1.5022576 +8057.3,7856.7983,1.8375953,1556.5641,9260000.0,5949.0,578750.0,,144672.0,1.85248e-05,0.1,1.0928717 +8097.4,7858.89,0.71193475,1556.675,9270000.0,5955.0,579375.0,,144832.0,1.82688e-05,0.1,1.4895376 +8162.2,7861.283,1.0134723,1556.7858,9280000.0,5961.0,580000.0,,144992.0,1.80128e-05,0.1,1.3129766 +8096.2,7863.6895,1.2753404,1556.8962,9290000.0,5967.0,580625.0,,145152.0,1.77568e-05,0.1,1.4568855 +8127.6,7865.4243,1.3835286,1557.0065,9300000.0,5973.0,581250.0,,145312.0,1.75008e-05,0.1,1.2473056 +8110.4,7866.9175,1.7512151,1557.1166,9310000.0,5979.0,581875.0,,145440.0,1.7296e-05,0.1,1.3524826 +8185.1,7868.641,1.7289894,1557.2264,9320000.0,5985.0,582500.0,,145600.0,1.704e-05,0.1,1.3759606 +8113.0,7869.9136,2.213821,1557.336,9330000.0,5991.0,583125.0,,145760.0,1.6784e-05,0.1,1.4770837 +8123.9,7871.5137,1.8481648,1557.1857,9340000.0,5998.0,583750.0,,145920.0,1.6528e-05,0.1,1.6212064 +8067.0,7872.96,1.0172712,1557.2952,9350000.0,6004.0,584375.0,,146080.0,1.6272e-05,0.1,1.2047417 +8092.3,7874.7056,1.7653406,1557.4043,9360000.0,6010.0,585000.0,,146240.0,1.6016e-05,0.1,1.7432098 +8059.3,7876.541,3.5732212,1557.5133,9370000.0,6016.0,585625.0,,146400.0,1.576e-05,0.1,1.2511327 +8010.1,7877.9414,1.8458439,1557.6221,9380000.0,6022.0,586250.0,,146560.0,1.5504e-05,0.1,1.4208252 +8058.5,7879.004,0.70132124,1557.989,9390000.0,6027.0,586875.0,,146688.0,1.52992e-05,0.1,1.102485 +8137.6,7880.267,0.633478,1558.3555,9400000.0,6032.0,587500.0,,146848.0,1.50432e-05,0.1,1.1078334 +8164.1,7881.754,0.8735159,1558.463,9410000.0,6038.0,588125.0,,147008.0,1.47872e-05,0.1,1.3841698 +8118.3,7882.451,1.5917349,1558.5704,9420000.0,6044.0,588750.0,,147168.0,1.45312e-05,0.1,1.5114715 +8217.0,7883.3257,1.1147106,1558.6777,9430000.0,6050.0,589375.0,,147328.0,1.42752e-05,0.1,1.4175162 +8209.7,7884.398,2.7189164,1558.7847,9440000.0,6056.0,590000.0,,147488.0,1.40192e-05,0.1,1.4303153 +8209.0,7885.489,2.0028799,1558.8915,9450000.0,6062.0,590625.0,,147648.0,1.37632e-05,0.1,1.6342784 +8206.0,7885.983,0.7051604,1558.998,9460000.0,6068.0,591250.0,,147808.0,1.35072e-05,0.1,1.1842253 +8253.6,7887.424,1.0442713,1558.8478,9470000.0,6075.0,591875.0,,147968.0,1.32512e-05,0.1,1.2224623 +8306.5,7889.3765,1.2130271,1559.2106,9480000.0,6080.0,592500.0,,148096.0,1.30464e-05,0.1,1.3549929 +8346.1,7892.2944,1.1050013,1559.0603,9490000.0,6087.0,593125.0,,148256.0,1.27904e-05,0.1,1.4576514 +8342.6,7894.234,1.176688,1558.9104,9500000.0,6094.0,593750.0,,148416.0,1.25344e-05,0.1,1.0787888 +8329.1,7896.3257,0.8538121,1559.0164,9510000.0,6100.0,594375.0,,148576.0,1.22784e-05,0.1,1.8118773 +8390.2,7899.0425,0.9928367,1559.1222,9520000.0,6106.0,595000.0,,148736.0,1.20224e-05,0.1,1.5802096 +8316.6,7901.4756,0.85554785,1559.2278,9530000.0,6112.0,595625.0,,148896.0,1.17664e-05,0.1,1.5528389 +8399.2,7905.2783,1.705641,1559.3331,9540000.0,6118.0,596250.0,,149056.0,1.15104e-05,0.1,1.3508687 +8340.0,7909.075,1.0438088,1559.4382,9550000.0,6124.0,596875.0,,149216.0,1.12544e-05,0.1,1.4323859 +8329.0,7913.449,0.8353891,1559.7977,9560000.0,6129.0,597500.0,,149344.0,1.10496e-05,0.1,1.3418732 +8312.9,7917.497,1.48232,1559.9022,9570000.0,6135.0,598125.0,,149504.0,1.07936e-05,0.1,1.1742239 +8283.0,7921.3975,1.450639,1560.0065,9580000.0,6141.0,598750.0,,149664.0,1.05376e-05,0.1,1.5607455 +8265.3,7925.467,1.3882353,1560.1106,9590000.0,6147.0,599375.0,,149824.0,1.02816e-05,0.1,1.6251292 +8268.6,7929.6904,1.4538558,1559.961,9600000.0,6154.0,600000.0,,149984.0,1.00256e-05,0.1,1.4972887 +8297.8,7933.65,1.1540929,1560.065,9610000.0,6160.0,600625.0,,150144.0,9.7696e-06,0.1,1.2306497 +8291.2,7939.1133,1.4771507,1560.1687,9620000.0,6166.0,601250.0,,150304.0,9.5136e-06,0.1,1.8529322 +8258.3,7946.072,2.2794151,1560.0194,9630000.0,6173.0,601875.0,,150464.0,9.2576e-06,0.1,1.1779501 +8246.5,7953.678,1.8220149,1560.123,9640000.0,6179.0,602500.0,,150624.0,9.0016e-06,0.1,1.5479071 +8240.9,7961.835,1.4561231,1560.2263,9650000.0,6185.0,603125.0,,150752.0,8.7968e-06,0.1,0.91076547 +8253.4,7971.3887,0.9898195,1560.3295,9660000.0,6191.0,603750.0,,150912.0,8.5408e-06,0.1,1.589703 +8229.5,7980.4473,1.8422965,1560.1807,9670000.0,6198.0,604375.0,,151072.0,8.2848e-06,0.1,1.4730647 +8216.8,7989.054,1.6443123,1560.5353,9680000.0,6203.0,605000.0,,151232.0,8.0288e-06,0.1,1.5064094 +8226.3,7997.7476,2.1192887,1560.6378,9690000.0,6209.0,605625.0,,151392.0,7.7728e-06,0.1,1.3205616 +8215.8,8007.348,1.8696232,1560.7401,9700000.0,6215.0,606250.0,,151552.0,7.5168e-06,0.1,1.3830144 +8221.9,8017.2,0.58875775,1560.8423,9710000.0,6221.0,606875.0,,151712.0,7.2608e-06,0.1,1.1149279 +8230.7,8026.8184,0.93166345,1561.195,9720000.0,6226.0,607500.0,,151872.0,7.0048e-06,0.1,0.9657884 +8354.7,8038.1025,0.39416248,1561.2965,9730000.0,6232.0,608125.0,,152000.0,6.8e-06,0.1,1.7051331 +8371.0,8049.4736,0.7421697,1561.3978,9740000.0,6238.0,608750.0,,152160.0,6.544e-06,0.1,1.2972461 +8331.3,8059.017,0.84209913,1561.7491,9750000.0,6243.0,609375.0,,152320.0,6.288e-06,0.1,1.6031048 +8403.7,8068.7256,2.088309,1561.8499,9760000.0,6249.0,610000.0,,152480.0,6.032e-06,0.1,1.3217064 +8445.8,8078.918,1.6019384,1562.2002,9770000.0,6254.0,610625.0,,152640.0,5.776e-06,0.1,1.2989445 +8415.2,8087.725,1.7093018,1562.3003,9780000.0,6260.0,611250.0,,152800.0,5.52e-06,0.1,1.1414223 +8329.8,8094.261,2.011771,1562.4003,9790000.0,6266.0,611875.0,,152960.0,5.264e-06,0.1,1.2174838 +8282.8,8100.7217,0.90446436,1562.5,9800000.0,6272.0,612500.0,,153120.0,5.008e-06,0.1,1.308511 +8289.0,8106.715,0.41222543,1562.8485,9810000.0,6277.0,613125.0,,153280.0,4.752e-06,0.1,1.5178101 +8300.5,8113.095,1.3903465,1562.9476,9820000.0,6283.0,613750.0,,153408.0,4.5472e-06,0.1,1.6201669 +8286.2,8118.916,1.0937141,1563.2952,9830000.0,6288.0,614375.0,,153568.0,4.2912e-06,0.1,1.4380747 +8321.1,8125.44,0.6333884,1563.3937,9840000.0,6294.0,615000.0,,153728.0,4.0352e-06,0.1,1.5366726 +8234.6,8131.073,1.3708837,1563.4921,9850000.0,6300.0,615625.0,,153888.0,3.7792e-06,0.1,1.2184242 +8253.9,8136.3735,1.2469616,1563.8383,9860000.0,6305.0,616250.0,,154048.0,3.5232e-06,0.1,1.2162813 +8185.3,8140.852,1.3012482,1563.936,9870000.0,6311.0,616875.0,,154208.0,3.2672e-06,0.1,1.252797 +8188.5,8145.7544,0.7710072,1564.0336,9880000.0,6317.0,617500.0,,154368.0,3.0112e-06,0.1,1.2647514 +8125.0,8149.529,1.2781264,1564.3784,9890000.0,6322.0,618125.0,,154528.0,2.7552e-06,0.1,1.1650573 +8126.8,8152.5586,2.0530508,1564.7227,9900000.0,6327.0,618750.0,,154656.0,2.5504e-06,0.1,1.2022879 +8087.7,8154.01,1.0660735,1564.8192,9910000.0,6333.0,619375.0,,154816.0,2.2944e-06,0.1,1.7419258 +8156.8,8156.155,1.1092011,1564.9156,9920000.0,6339.0,620000.0,,154976.0,2.0384e-06,0.1,1.4122264 +8202.3,8158.959,0.7158275,1565.0118,9930000.0,6345.0,620625.0,,155136.0,1.7824e-06,0.1,1.4637485 +8180.5,8160.808,0.9789344,1565.1079,9940000.0,6351.0,621250.0,,155296.0,1.5264e-06,0.1,1.5045905 +8183.1,8162.926,0.9748115,1565.45,9950000.0,6356.0,621875.0,,155456.0,1.2704e-06,0.1,1.7217026 +8197.1,8165.353,1.1419089,1565.5454,9960000.0,6362.0,622500.0,,155616.0,1.0144e-06,0.1,1.1974618 +8168.6,8167.054,2.172552,1565.6407,9970000.0,6368.0,623125.0,,155776.0,7.584e-07,0.1,1.5093956 +8158.2,8168.087,1.8391364,1565.4902,9980000.0,6375.0,623750.0,,155936.0,5.024e-07,0.1,0.99016124 +8185.1,8169.188,0.7275546,1565.8307,9990000.0,6380.0,624375.0,,156064.0,2.976e-07,0.1,1.4390683 +8178.9,8170.32,1.0844835,1566.1707,10000000.0,6385.0,625000.0,,156224.0,4.16e-08,0.1,1.3133336 diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_df_train.csv b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..ff7d357d38f642d78c4b2c0c4bfc7047388f3e8d --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_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 +269.0,269.0,0.4176217,833.3333,10000.0,12.0,625.0,,128.0,0.0002497952,0.1,2.866263 +1766.6666,1017.8333,0.3490329,1000.0,20000.0,20.0,1250.0,,288.0,0.0002495392,0.1,2.8568306 +2137.5,1391.0555,0.31535128,1071.4286,30000.0,28.0,1875.0,,448.0,0.0002492832,0.1,2.8233898 +2122.9167,1574.0208,0.6637667,1081.081,40000.0,37.0,2500.0,,608.0,0.0002490272,0.1,2.7806773 +2385.0,1736.2166,0.79499143,1136.3636,50000.0,44.0,3125.0,,768.0,0.0002487712,0.1,2.7497222 +2514.6155,1865.9497,0.7125015,1176.4706,60000.0,51.0,3750.0,,928.0,0.0002485152,0.1,2.7258382 +2645.8333,1977.3616,0.600561,1206.8966,70000.0,58.0,4375.0,,1088.0,0.0002482592,0.1,2.7349775 +2699.6155,2067.6436,0.8207189,1230.7693,80000.0,65.0,5000.0,,1248.0,0.0002480032,0.1,2.6725364 +2900.3225,2160.1633,0.6967127,1267.6056,90000.0,71.0,5625.0,,1376.0,0.0002477984,0.1,2.6276689 +2923.2354,2236.4707,0.7429422,1282.0513,100000.0,78.0,6250.0,,1536.0,0.0002475424,0.1,2.5834942 +3004.6052,2306.301,0.7812582,1294.1177,110000.0,85.0,6875.0,,1696.0,0.0002472864,0.1,2.5677066 +3090.723,2371.6697,0.7004892,1290.3226,120000.0,93.0,7500.0,,1856.0,0.0002470304,0.1,2.487148 +3151.7583,2431.6763,0.68080735,1300.0,130000.0,100.0,8125.0,,2016.0,0.0002467744,0.1,2.486586 +3149.5918,2482.9558,0.58244133,1296.2963,140000.0,108.0,8750.0,,2176.0,0.0002465184,0.1,2.452715 +3196.0,2530.4922,0.52727205,1304.3478,150000.0,115.0,9375.0,,2336.0,0.0002462624,0.1,2.4450736 +3390.4,2584.2363,0.5800938,1311.4755,160000.0,122.0,10000.0,,2496.0,0.0002460064,0.1,2.4253907 +3477.3,2636.7695,0.5689956,1317.8295,170000.0,129.0,10625.0,,2656.0,0.0002457504,0.1,2.3193545 +3540.8,2686.9934,0.6094903,1333.3334,180000.0,135.0,11250.0,,2784.0,0.0002455456,0.1,2.3407488 +3572.6,2733.6045,0.9821451,1338.0282,190000.0,142.0,11875.0,,2944.0,0.0002452896,0.1,2.1247787 +3589.3,2776.3892,0.72004867,1333.3334,200000.0,150.0,12500.0,,3104.0,0.0002450336,0.1,2.14334 +3569.0,2814.1326,0.694223,1337.5796,210000.0,157.0,13125.0,,3264.0,0.0002447776,0.1,2.150488 +3534.5,2846.8767,0.7594396,1333.3334,220000.0,165.0,13750.0,,3424.0,0.0002445216,0.1,2.0981305 +3513.1,2875.8428,0.7442556,1329.4797,230000.0,173.0,14375.0,,3584.0,0.0002442656,0.1,2.2185712 +3564.0,2904.5159,0.7598469,1333.3334,240000.0,180.0,15000.0,,3744.0,0.0002440096,0.1,2.1511662 +3581.1,2931.5793,0.58383024,1336.8984,250000.0,187.0,15625.0,,3904.0,0.0002437536,0.1,2.2414625 +3561.2,2955.7957,1.1892625,1347.1503,260000.0,193.0,16250.0,,4032.0,0.0002435488,0.1,2.1131177 +3611.1,2980.0662,1.0058894,1350.0,270000.0,200.0,16875.0,,4192.0,0.0002432928,0.1,2.141199 +3718.1,3006.4246,1.1205633,1352.657,280000.0,207.0,17500.0,,4352.0,0.0002430368,0.1,1.9660447 +3796.2,3033.6584,0.6522063,1355.1401,290000.0,214.0,18125.0,,4512.0,0.0002427808,0.1,2.0699453 +3792.1,3058.94,1.4053581,1351.3513,300000.0,222.0,18750.0,,4672.0,0.0002425248,0.1,2.1562715 +3881.4,3085.4707,0.7234314,1347.826,310000.0,230.0,19375.0,,4832.0,0.0002422688,0.1,2.0745668 +3960.8,3112.8245,0.8113657,1344.5378,320000.0,238.0,20000.0,,4992.0,0.0002420128,0.1,2.077181 +4005.7,3139.8813,1.1541789,1341.4634,330000.0,246.0,20625.0,,5152.0,0.0002417568,0.1,1.8424511 +4123.8,3168.82,0.67444277,1343.8735,340000.0,253.0,21250.0,,5312.0,0.0002415008,0.1,2.0686579 +4193.5,3198.0967,1.15125,1346.1538,350000.0,260.0,21875.0,,5440.0,0.000241296,0.1,1.8769746 +4262.3,3227.6577,0.8310416,1343.2836,360000.0,268.0,22500.0,,5600.0,0.00024104,0.1,2.3241305 +4275.2,3255.9697,0.88494843,1345.4546,370000.0,275.0,23125.0,,5760.0,0.000240784,0.1,2.0442219 +4360.0,3285.0232,0.96217185,1342.7562,380000.0,283.0,23750.0,,5920.0,0.000240528,0.1,1.8561306 +4444.1,3314.7432,0.99807453,1344.8276,390000.0,290.0,24375.0,,6080.0,0.000240272,0.1,1.7417581 +4578.3,3346.332,1.3055942,1346.8014,400000.0,297.0,25000.0,,6240.0,0.000240016,0.1,1.84362 +4593.2,3376.7434,1.2568014,1348.6842,410000.0,304.0,25625.0,,6400.0,0.00023976,0.1,1.6821488 +4635.0,3406.702,1.0336201,1350.4823,420000.0,311.0,26250.0,,6560.0,0.000239504,0.1,1.9309243 +4803.0,3439.174,1.3088572,1352.2013,430000.0,318.0,26875.0,,6688.0,0.0002392992,0.1,1.8708202 +4829.0,3470.761,1.0053576,1353.8462,440000.0,325.0,27500.0,,6848.0,0.0002390432,0.1,1.6395941 +4906.5,3502.6663,1.9710981,1355.4216,450000.0,332.0,28125.0,,7008.0,0.0002387872,0.1,1.5973258 +4924.0,3533.565,1.5485746,1356.9321,460000.0,339.0,28750.0,,7168.0,0.0002385312,0.1,1.6842453 +4975.8,3564.2507,1.0144724,1358.3815,470000.0,346.0,29375.0,,7328.0,0.0002382752,0.1,1.7523527 +5058.6,3595.3828,1.0833689,1359.7733,480000.0,353.0,30000.0,,7488.0,0.0002380192,0.1,1.8059456 +5283.1,3629.826,1.0110223,1364.9025,490000.0,359.0,30625.0,,7648.0,0.0002377632,0.1,1.9045247 +5327.8,3663.7854,1.1408024,1366.1202,500000.0,366.0,31250.0,,7808.0,0.0002375072,0.1,1.7082198 +5451.4,3698.8367,0.59325355,1367.2922,510000.0,373.0,31875.0,,7968.0,0.0002372512,0.1,2.0032477 +5458.8,3732.6821,0.8694032,1372.0316,520000.0,379.0,32500.0,,8096.0,0.0002370464,0.1,1.6384196 +5457.0,3765.2163,1.0005063,1369.509,530000.0,387.0,33125.0,,8256.0,0.0002367904,0.1,1.8094871 +5565.4,3798.5532,0.7721149,1374.0458,540000.0,393.0,33750.0,,8416.0,0.0002365344,0.1,1.8228528 +5532.3,3830.076,1.0355302,1371.571,550000.0,401.0,34375.0,,8576.0,0.0002362784,0.1,1.7674171 +5511.2,3860.096,0.8089995,1375.9214,560000.0,407.0,35000.0,,8736.0,0.0002360224,0.1,1.7303817 +5509.9,3889.04,1.2036992,1376.8116,570000.0,414.0,35625.0,,8896.0,0.0002357664,0.1,1.6289804 +5611.6,3918.7393,0.8913168,1377.6722,580000.0,421.0,36250.0,,9056.0,0.0002355104,0.1,1.7545621 +5631.9,3947.776,1.2099123,1378.5046,590000.0,428.0,36875.0,,9216.0,0.0002352544,0.1,1.3779869 +5685.6,3976.7395,1.0385972,1382.4885,600000.0,434.0,37500.0,,9344.0,0.0002350496,0.1,1.595408 +5729.5,4005.4734,1.3206336,1383.22,610000.0,441.0,38125.0,,9504.0,0.0002347936,0.1,1.3681517 +5717.4,4033.0852,0.5648876,1383.9286,620000.0,448.0,38750.0,,9664.0,0.0002345376,0.1,1.7482362 +5698.3,4059.517,1.2577406,1384.6154,630000.0,455.0,39375.0,,9824.0,0.0002342816,0.1,1.4335992 +5678.5,4084.814,1.6924816,1382.2894,640000.0,463.0,40000.0,,9984.0,0.0002340256,0.1,1.5534179 +5648.3,4108.8677,0.93824524,1382.9788,650000.0,470.0,40625.0,,10144.0,0.0002337696,0.1,1.4026275 +5712.2,4133.1606,1.3181607,1386.5546,660000.0,476.0,41250.0,,10304.0,0.0002335136,0.1,1.4136165 +5753.6,4157.346,1.119938,1390.0415,670000.0,482.0,41875.0,,10464.0,0.0002332576,0.1,1.577342 +5806.2,4181.5938,0.83034956,1390.593,680000.0,489.0,42500.0,,10624.0,0.0002330016,0.1,1.6356728 +5884.5,4206.2734,0.9556304,1391.129,690000.0,496.0,43125.0,,10752.0,0.0002327968,0.1,1.4521639 +5994.1,4231.814,0.88530946,1391.6501,700000.0,503.0,43750.0,,10912.0,0.0002325408,0.1,1.5856541 +6026.0,4257.084,1.0517554,1394.892,710000.0,509.0,44375.0,,11072.0,0.0002322848,0.1,1.3949183 +6030.3,4281.7124,1.2415009,1395.3489,720000.0,516.0,45000.0,,11232.0,0.0002320288,0.1,1.5961995 +6087.7,4306.4517,1.0074595,1395.7935,730000.0,523.0,45625.0,,11392.0,0.0002317728,0.1,1.555956 +6072.6,4330.3184,1.1915308,1393.597,740000.0,531.0,46250.0,,11552.0,0.0002315168,0.1,1.4160544 +6148.7,4354.5635,2.8667777,1394.052,750000.0,538.0,46875.0,,11712.0,0.0002312608,0.1,1.4873366 +6141.4,4378.074,1.0520576,1397.0588,760000.0,544.0,47500.0,,11872.0,0.0002310048,0.1,1.396016 +6170.1,4401.347,1.3275093,1397.4591,770000.0,551.0,48125.0,,12000.0,0.0002308,0.1,1.3008382 +6281.9,4425.457,1.2102886,1397.8495,780000.0,558.0,48750.0,,12160.0,0.000230544,0.1,1.4328574 +6219.1,4448.1616,1.5938308,1398.2301,790000.0,565.0,49375.0,,12320.0,0.000230288,0.1,1.3413262 +6201.9,4470.0835,1.0469769,1398.6014,800000.0,572.0,50000.0,,12480.0,0.000230032,0.1,1.5418448 +6189.1,4491.306,0.7853942,1398.9637,810000.0,579.0,50625.0,,12640.0,0.000229776,0.1,1.266918 +6215.6,4512.334,1.6840096,1399.3174,820000.0,586.0,51250.0,,12800.0,0.00022952,0.1,1.3509319 +6172.2,4532.332,0.9513408,1399.6627,830000.0,593.0,51875.0,,12960.0,0.000229264,0.1,1.5879116 +6096.5,4550.953,2.1831636,1400.0,840000.0,600.0,52500.0,,13120.0,0.000229008,0.1,1.167795 +6096.9,4569.1406,0.9109862,1400.3295,850000.0,607.0,53125.0,,13280.0,0.000228752,0.1,1.4240162 +6074.1,4586.64,0.69912595,1402.9364,860000.0,613.0,53750.0,,13408.0,0.0002285472,0.1,1.2118323 +6103.2,4604.072,1.2328753,1400.9662,870000.0,621.0,54375.0,,13568.0,0.0002282912,0.1,1.5344121 +6081.6,4620.863,1.4425323,1401.2739,880000.0,628.0,55000.0,,13728.0,0.0002280352,0.1,1.6188308 +6061.2,4637.046,0.8498629,1403.7855,890000.0,634.0,55625.0,,13888.0,0.0002277792,0.1,1.4845576 +6115.0,4653.468,0.8503021,1404.0562,900000.0,641.0,56250.0,,14048.0,0.0002275232,0.1,1.5841689 +6093.1,4669.2876,0.7630027,1404.321,910000.0,648.0,56875.0,,14208.0,0.0002272672,0.1,1.4579425 +6103.7,4684.879,0.9149494,1406.7278,920000.0,654.0,57500.0,,14368.0,0.0002270112,0.1,1.4141523 +6173.3,4700.884,0.8616228,1404.8339,930000.0,662.0,58125.0,,14528.0,0.0002267552,0.1,1.4726745 +6235.6,4717.2104,0.9388862,1405.0822,940000.0,669.0,58750.0,,14656.0,0.0002265504,0.1,1.7937211 +6244.2,4733.2837,1.2834047,1407.4073,950000.0,675.0,59375.0,,14816.0,0.0002262944,0.1,1.7373743 +6228.8,4748.863,1.2480603,1407.6246,960000.0,682.0,60000.0,,14976.0,0.0002260384,0.1,1.6564479 +6309.5,4764.9517,0.6634209,1407.8374,970000.0,689.0,60625.0,,15136.0,0.0002257824,0.1,1.6581197 +6333.7,4780.959,0.81012565,1408.046,980000.0,696.0,61250.0,,15296.0,0.0002255264,0.1,1.746417 +6378.1,4797.092,1.1774757,1408.2504,990000.0,703.0,61875.0,,15456.0,0.0002252704,0.1,1.9365904 +6361.1,4812.732,1.4764179,1408.4507,1000000.0,710.0,62500.0,,15616.0,0.0002250144,0.1,1.5996011 +6309.1,4873.133,0.9850057,1406.6852,1010000.0,718.0,63125.0,,15776.0,0.0002247584,0.1,1.4907026 +6332.9,4918.795,0.8432984,1406.8966,1020000.0,725.0,63750.0,,15936.0,0.0002245024,0.1,1.4746082 +6428.0,4961.7,0.8400129,1409.0287,1030000.0,731.0,64375.0,,16064.0,0.0002242976,0.1,1.588521 +6464.6,5005.117,1.384032,1409.2141,1040000.0,738.0,65000.0,,16224.0,0.0002240416,0.1,1.3786137 +6535.6,5046.623,1.8254706,1409.396,1050000.0,745.0,65625.0,,16384.0,0.0002237856,0.1,1.5892553 +6531.9,5086.796,1.390232,1409.5745,1060000.0,752.0,66250.0,,16544.0,0.0002235296,0.1,1.4759094 +6592.2,5126.2593,0.94433606,1409.7496,1070000.0,759.0,66875.0,,16704.0,0.0002232736,0.1,1.438873 +6595.5,5165.2183,0.9520482,1411.7646,1080000.0,765.0,67500.0,,16864.0,0.0002230176,0.1,1.3492208 +6649.0,5202.705,1.1381081,1411.9171,1090000.0,772.0,68125.0,,17024.0,0.0002227616,0.1,1.3865058 +6672.3,5240.196,0.5724505,1412.0668,1100000.0,779.0,68750.0,,17184.0,0.0002225056,0.1,1.331892 +6697.4,5277.1235,1.0722011,1414.0127,1110000.0,785.0,69375.0,,17312.0,0.0002223008,0.1,1.3372676 +6732.1,5313.538,1.0232048,1414.1414,1120000.0,792.0,70000.0,,17472.0,0.0002220448,0.1,1.5992762 +6740.4,5349.424,1.1711818,1412.5,1130000.0,800.0,70625.0,,17632.0,0.0002217888,0.1,0.99543434 +6833.3,5386.261,0.8604433,1412.6394,1140000.0,807.0,71250.0,,17792.0,0.0002215328,0.1,1.4835055 +6925.7,5423.558,1.1377698,1412.7764,1150000.0,814.0,71875.0,,17952.0,0.0002212768,0.1,1.1821574 +6959.7,5459.2505,0.9719079,1412.9111,1160000.0,821.0,72500.0,,18112.0,0.0002210208,0.1,1.5549817 +6962.3,5494.1006,0.9740016,1413.0435,1170000.0,828.0,73125.0,,18272.0,0.0002207648,0.1,1.5967996 +6952.5,5528.2183,1.9922845,1413.1737,1180000.0,835.0,73750.0,,18432.0,0.0002205088,0.1,1.5805323 +6923.4,5561.7256,0.7014669,1414.9822,1190000.0,841.0,74375.0,,18592.0,0.0002202528,0.1,1.5213187 +6900.3,5594.8364,1.886094,1415.0944,1200000.0,848.0,75000.0,,18720.0,0.000220048,0.1,1.5135176 +6873.9,5627.8843,1.0350616,1415.2047,1210000.0,855.0,75625.0,,18880.0,0.000219792,0.1,1.6082222 +6923.3,5661.7725,1.1591278,1412.037,1220000.0,864.0,76250.0,,19040.0,0.000219536,0.1,1.3990936 +6879.7,5695.439,0.7498228,1412.1699,1230000.0,871.0,76875.0,,19200.0,0.00021928,0.1,1.5284762 +6904.6,5728.845,0.9688247,1412.3007,1240000.0,878.0,77500.0,,19360.0,0.000219024,0.1,1.3436885 +6942.1,5762.455,0.8027082,1410.8352,1250000.0,886.0,78125.0,,19520.0,0.000218768,0.1,1.3411653 +7009.4,5796.937,1.6180351,1410.9742,1260000.0,893.0,78750.0,,19680.0,0.000218512,0.1,1.4345613 +7002.7,5830.853,1.151392,1411.1111,1270000.0,900.0,79375.0,,19840.0,0.000218256,0.1,1.391608 +7035.9,5864.031,0.6498081,1411.2458,1280000.0,907.0,80000.0,,20000.0,0.000218,0.1,1.783493 +7027.4,5896.342,1.3880054,1411.3785,1290000.0,914.0,80625.0,,20128.0,0.0002177952,0.1,1.1627059 +7042.6,5928.8477,1.4141333,1413.0435,1300000.0,920.0,81250.0,,20288.0,0.0002175392,0.1,1.4070323 +7032.0,5960.3535,1.3798904,1413.1608,1310000.0,927.0,81875.0,,20448.0,0.0002172832,0.1,1.1389343 +6997.2,5990.7183,1.2071398,1411.7646,1320000.0,935.0,82500.0,,20608.0,0.0002170272,0.1,1.3328085 +7039.8,6021.0596,1.2828174,1411.8896,1330000.0,942.0,83125.0,,20768.0,0.0002167712,0.1,1.2858918 +7134.6,6051.1675,2.4751422,1412.0127,1340000.0,949.0,83750.0,,20928.0,0.0002165152,0.1,1.3394544 +7201.2,6081.244,1.1681087,1412.1339,1350000.0,956.0,84375.0,,21088.0,0.0002162592,0.1,1.5797381 +7182.4,6110.445,0.7156002,1412.2534,1360000.0,963.0,85000.0,,21248.0,0.0002160032,0.1,1.2158805 +7212.4,6139.817,1.4362519,1413.8287,1370000.0,969.0,85625.0,,21376.0,0.0002157984,0.1,1.1997802 +7119.0,6167.4067,1.7341764,1413.9344,1380000.0,976.0,86250.0,,21536.0,0.0002155424,0.1,1.162924 +7059.6,6193.5625,2.2704754,1414.0387,1390000.0,983.0,86875.0,,21696.0,0.0002152864,0.1,1.1362545 +7027.3,6218.0527,1.743251,1414.1414,1400000.0,990.0,87500.0,,21856.0,0.0002150304,0.1,1.0716271 +7022.0,6242.341,2.9892566,1412.8257,1410000.0,998.0,88125.0,,22016.0,0.0002147744,0.1,1.4077551 +7000.4,6265.994,1.1569631,1412.9353,1420000.0,1005.0,88750.0,,22176.0,0.0002145184,0.1,1.2649224 +7008.4,6288.0483,1.6111033,1413.0435,1430000.0,1012.0,89375.0,,22336.0,0.0002142624,0.1,1.468588 +6961.1,6309.3687,1.3306973,1413.1501,1440000.0,1019.0,90000.0,,22496.0,0.0002140064,0.1,1.2628279 +7005.3,6330.357,1.6866322,1413.2554,1450000.0,1026.0,90625.0,,22656.0,0.0002137504,0.1,1.3632824 +6998.9,6351.1055,1.9476137,1414.7286,1460000.0,1032.0,91250.0,,22784.0,0.0002135456,0.1,1.4292887 +6972.6,6371.074,1.8029559,1414.8219,1470000.0,1039.0,91875.0,,22944.0,0.0002132896,0.1,1.2598463 +6959.5,6390.083,1.7159874,1414.914,1480000.0,1046.0,92500.0,,23104.0,0.0002130336,0.1,1.2583535 +6941.8,6406.67,1.255087,1415.0048,1490000.0,1053.0,93125.0,,23264.0,0.0002127776,0.1,1.4449719 +6949.1,6422.884,0.8162421,1415.0944,1500000.0,1060.0,93750.0,,23424.0,0.0002125216,0.1,1.2948294 +6917.3,6437.5425,1.3835709,1415.1827,1510000.0,1067.0,94375.0,,23584.0,0.0002122656,0.1,1.2110865 +7000.4,6452.958,1.0901772,1415.27,1520000.0,1074.0,95000.0,,23744.0,0.0002120096,0.1,1.3612461 +7021.5,6468.603,0.77536106,1414.0481,1530000.0,1082.0,95625.0,,23904.0,0.0002117536,0.1,1.4810029 +7039.4,6483.3433,1.2913753,1414.1414,1540000.0,1089.0,96250.0,,24032.0,0.0002115488,0.1,1.4214547 +6910.4,6497.1235,1.7854904,1414.2335,1550000.0,1096.0,96875.0,,24192.0,0.0002112928,0.1,1.3436973 +6915.9,6511.17,1.2652276,1413.0435,1560000.0,1104.0,97500.0,,24352.0,0.0002110368,0.1,1.3850945 +6892.6,6524.9976,2.237441,1411.8705,1570000.0,1112.0,98125.0,,24512.0,0.0002107808,0.1,1.7096715 +6869.0,6537.572,1.5048672,1411.975,1580000.0,1119.0,98750.0,,24672.0,0.0002105248,0.1,1.2010331 +6779.1,6549.0444,1.3963585,1410.8252,1590000.0,1127.0,99375.0,,24832.0,0.0002102688,0.1,1.3919257 +6828.8,6560.477,1.6155475,1412.18,1600000.0,1133.0,100000.0,,24992.0,0.0002100128,0.1,0.97631794 +6830.0,6571.4814,0.98073554,1412.2808,1610000.0,1140.0,100625.0,,25152.0,0.0002097568,0.1,1.1180649 +6790.5,6582.212,1.8197575,1412.3801,1620000.0,1147.0,101250.0,,25312.0,0.0002095008,0.1,1.0516186 +6782.7,6593.056,1.2226422,1412.4784,1630000.0,1154.0,101875.0,,25440.0,0.000209296,0.1,1.7282425 +6773.0,6604.0005,1.2767266,1412.5753,1640000.0,1161.0,102500.0,,25600.0,0.00020904,0.1,1.5663842 +6667.1,6614.189,2.3739867,1412.6713,1650000.0,1168.0,103125.0,,25760.0,0.000208784,0.1,1.231348 +6648.0,6623.547,1.1092687,1412.766,1660000.0,1175.0,103750.0,,25920.0,0.000208528,0.1,1.3449976 +6656.6,6632.5776,1.4014219,1411.6653,1670000.0,1183.0,104375.0,,26080.0,0.000208272,0.1,1.2579701 +6816.1,6642.6763,1.9303545,1412.952,1680000.0,1189.0,105000.0,,26240.0,0.000208016,0.1,1.2745637 +6836.0,6652.1914,1.345588,1411.863,1690000.0,1197.0,105625.0,,26400.0,0.00020776,0.1,1.2179488 +6857.4,6660.8237,0.8367545,1413.1338,1700000.0,1203.0,106250.0,,26560.0,0.000207504,0.1,1.2825012 +6851.9,6669.0825,1.9410589,1413.2231,1710000.0,1210.0,106875.0,,26688.0,0.0002072992,0.1,1.360564 +6888.8,6677.6675,0.8126942,1413.3114,1720000.0,1217.0,107500.0,,26848.0,0.0002070432,0.1,1.1913941 +6886.1,6685.652,1.4084591,1413.3987,1730000.0,1224.0,108125.0,,27008.0,0.0002067872,0.1,1.6566166 +6917.5,6694.101,1.5156488,1413.485,1740000.0,1231.0,108750.0,,27168.0,0.0002065312,0.1,1.2831012 +6857.6,6701.1904,1.9880542,1413.5703,1750000.0,1238.0,109375.0,,27328.0,0.0002062752,0.1,1.230293 +6849.7,6708.273,2.7550821,1413.6547,1760000.0,1245.0,110000.0,,27488.0,0.0002060192,0.1,1.3703121 +6800.6,6714.578,2.855647,1413.738,1770000.0,1252.0,110625.0,,27648.0,0.0002057632,0.1,1.0651494 +6754.9,6719.308,1.2906252,1413.8204,1780000.0,1259.0,111250.0,,27808.0,0.0002055072,0.1,1.3526658 +6711.1,6724.228,1.3790312,1413.9021,1790000.0,1266.0,111875.0,,27968.0,0.0002052512,0.1,1.370505 +6635.8,6728.5674,1.2429883,1415.0944,1800000.0,1272.0,112500.0,,28096.0,0.0002050464,0.1,1.6123526 +6557.8,6732.2544,1.2762486,1415.1681,1810000.0,1279.0,113125.0,,28256.0,0.0002047904,0.1,1.4664538 +6506.1,6735.16,2.0468116,1414.1414,1820000.0,1287.0,113750.0,,28416.0,0.0002045344,0.1,1.1082568 +6468.2,6738.119,0.76499027,1414.2195,1830000.0,1294.0,114375.0,,28576.0,0.0002042784,0.1,1.5270308 +6517.2,6742.3257,1.1238564,1414.2968,1840000.0,1301.0,115000.0,,28736.0,0.0002040224,0.1,1.2701519 +6530.2,6746.6587,1.116157,1415.4552,1850000.0,1307.0,115625.0,,28896.0,0.0002037664,0.1,1.4892961 +6545.0,6751.3677,1.1382662,1415.5251,1860000.0,1314.0,116250.0,,29056.0,0.0002035104,0.1,1.0935562 +6551.6,6755.852,1.195286,1415.5942,1870000.0,1321.0,116875.0,,29216.0,0.0002032544,0.1,0.9845897 +6596.2,6760.9976,1.0629576,1415.6626,1880000.0,1328.0,117500.0,,29344.0,0.0002030496,0.1,1.3086238 +6691.1,6767.2974,2.231539,1415.7303,1890000.0,1335.0,118125.0,,29504.0,0.0002027936,0.1,1.1379726 +6723.1,6773.378,1.3453485,1415.7974,1900000.0,1342.0,118750.0,,29664.0,0.0002025376,0.1,1.1788433 +6762.0,6780.0674,2.9533794,1414.8148,1910000.0,1350.0,119375.0,,29824.0,0.0002022816,0.1,1.0852463 +6856.1,6787.592,0.9777424,1412.8036,1920000.0,1359.0,120000.0,,29984.0,0.0002020256,0.1,1.2261372 +6900.4,6794.8623,0.94332653,1411.8507,1930000.0,1367.0,120625.0,,30144.0,0.0002017696,0.1,1.2571528 +6900.2,6801.5083,1.0065621,1411.9359,1940000.0,1374.0,121250.0,,30304.0,0.0002015136,0.1,1.5355077 +6912.0,6808.186,1.941211,1412.0203,1950000.0,1381.0,121875.0,,30464.0,0.0002012576,0.1,1.2421993 +6987.7,6815.775,0.96000093,1411.0872,1960000.0,1389.0,122500.0,,30624.0,0.0002010016,0.1,1.28942 +6984.4,6822.524,1.4770594,1411.1748,1970000.0,1396.0,123125.0,,30752.0,0.0002007968,0.1,1.428349 +7034.7,6829.5337,1.9575021,1411.2616,1980000.0,1403.0,123750.0,,30912.0,0.0002005408,0.1,1.5089524 +7018.0,6835.9326,1.3893019,1410.3473,1990000.0,1411.0,124375.0,,31072.0,0.0002002848,0.1,1.5272758 +6932.9,6841.6504,1.0400491,1409.4432,2000000.0,1419.0,125000.0,,31232.0,0.0002000288,0.1,1.347733 +6947.5,6848.035,1.9237393,1409.5371,2010000.0,1426.0,125625.0,,31392.0,0.0001997728,0.1,1.7434343 +6866.4,6853.37,1.1119282,1409.6301,2020000.0,1433.0,126250.0,,31552.0,0.0001995168,0.1,1.4405562 +6909.7,6858.187,1.0803013,1409.7222,2030000.0,1440.0,126875.0,,31712.0,0.0001992608,0.1,1.5112245 +6924.3,6862.7837,1.0896289,1410.7883,2040000.0,1446.0,127500.0,,31872.0,0.0001990048,0.1,1.3736246 +6932.2,6866.7495,1.3812809,1410.874,2050000.0,1453.0,128125.0,,32000.0,0.0001988,0.1,1.4591568 +6973.1,6871.162,0.8044271,1411.926,2060000.0,1459.0,128750.0,,32160.0,0.000198544,0.1,1.3054713 +6906.0,6874.301,0.5681909,1412.0055,2070000.0,1466.0,129375.0,,32320.0,0.000198288,0.1,1.4488506 +6957.5,6877.9204,0.81449646,1412.0842,2080000.0,1473.0,130000.0,,32480.0,0.000198032,0.1,1.38549 +6945.2,6880.882,0.7460123,1411.2086,2090000.0,1481.0,130625.0,,32640.0,0.000197776,0.1,1.0129825 +6914.9,6883.308,1.0631609,1411.2903,2100000.0,1488.0,131250.0,,32800.0,0.00019752,0.1,1.2757485 +6939.7,6885.7305,0.91080076,1411.3712,2110000.0,1495.0,131875.0,,32960.0,0.000197264,0.1,1.4594961 +6939.5,6887.805,0.8458601,1410.5123,2120000.0,1503.0,132500.0,,33120.0,0.000197008,0.1,1.603515 +7024.4,6890.6445,1.114328,1409.6625,2130000.0,1511.0,133125.0,,33280.0,0.000196752,0.1,1.3075202 +7057.8,6892.89,0.817382,1410.679,2140000.0,1517.0,133750.0,,33408.0,0.0001965472,0.1,1.0891645 +7095.1,6894.5845,2.2023017,1411.6875,2150000.0,1523.0,134375.0,,33568.0,0.0001962912,0.1,1.3230219 +7178.3,6896.7705,0.8903625,1411.7646,2160000.0,1530.0,135000.0,,33728.0,0.0001960352,0.1,1.2640072 +7132.4,6898.471,1.1732423,1411.8413,2170000.0,1537.0,135625.0,,33888.0,0.0001957792,0.1,1.1900558 +7187.1,6900.8184,1.2465891,1411.9171,2180000.0,1544.0,136250.0,,34048.0,0.0001955232,0.1,1.5565325 +7159.2,6903.175,1.4581501,1411.9923,2190000.0,1551.0,136875.0,,34208.0,0.0001952672,0.1,1.3189652 +7162.9,6905.801,1.3781652,1412.0668,2200000.0,1558.0,137500.0,,34368.0,0.0001950112,0.1,1.633816 +7212.8,6909.19,1.252396,1412.1406,2210000.0,1565.0,138125.0,,34528.0,0.0001947552,0.1,0.9450103 +7127.6,6911.234,1.5127894,1413.1127,2220000.0,1571.0,138750.0,,34656.0,0.0001945504,0.1,1.7435546 +7193.5,6914.372,2.1231651,1413.1813,2230000.0,1578.0,139375.0,,34816.0,0.0001942944,0.1,1.2943382 +7142.8,6916.754,0.7966669,1413.2493,2240000.0,1585.0,140000.0,,34976.0,0.0001940384,0.1,1.4816146 +7184.0,6919.1724,0.7784382,1413.3165,2250000.0,1592.0,140625.0,,35136.0,0.0001937824,0.1,1.1227642 +7240.4,6921.482,1.1851251,1413.3834,2260000.0,1599.0,141250.0,,35296.0,0.0001935264,0.1,1.4138793 +7232.5,6923.78,2.592525,1414.3302,2270000.0,1605.0,141875.0,,35456.0,0.0001932704,0.1,1.474578 +7139.3,6924.813,1.2551762,1414.3921,2280000.0,1612.0,142500.0,,35616.0,0.0001930144,0.1,1.5070088 +7226.1,6926.8013,2.4288793,1414.4534,2290000.0,1619.0,143125.0,,35776.0,0.0001927584,0.1,1.5456189 +7270.0,6929.075,1.2734786,1414.5142,2300000.0,1626.0,143750.0,,35936.0,0.0001925024,0.1,1.4843917 +7231.1,6931.0664,1.1299212,1415.4412,2310000.0,1632.0,144375.0,,36064.0,0.0001922976,0.1,1.6626666 +7227.9,6933.373,1.4267652,1415.4973,2320000.0,1639.0,145000.0,,36224.0,0.0001920416,0.1,1.7664616 +7146.1,6934.436,1.7731076,1415.5529,2330000.0,1646.0,145625.0,,36384.0,0.0001917856,0.1,1.5139842 +7188.0,6934.97,1.7055095,1415.608,2340000.0,1653.0,146250.0,,36544.0,0.0001915296,0.1,1.6598985 +7227.1,6935.2285,1.4670959,1415.6626,2350000.0,1660.0,146875.0,,36704.0,0.0001912736,0.1,1.4957714 +7300.0,6936.406,1.2186685,1414.8682,2360000.0,1668.0,147500.0,,36864.0,0.0001910176,0.1,1.3316302 +7262.7,6936.908,1.9900682,1414.9254,2370000.0,1675.0,148125.0,,37024.0,0.0001907616,0.1,1.3635626 +7236.0,6938.078,0.9862803,1414.9822,2380000.0,1682.0,148750.0,,37184.0,0.0001905056,0.1,1.3728862 +7199.6,6939.478,1.2811629,1415.0385,2390000.0,1689.0,149375.0,,37312.0,0.0001903008,0.1,1.7209743 +7101.0,6940.215,1.0376593,1415.0944,2400000.0,1696.0,150000.0,,37472.0,0.0001900448,0.1,1.371549 +7122.0,6941.215,1.4900637,1415.1498,2410000.0,1703.0,150625.0,,37632.0,0.0001897888,0.1,1.2479274 +7150.5,6942.7163,1.062733,1415.2047,2420000.0,1710.0,151250.0,,37792.0,0.0001895328,0.1,1.2763984 +7137.8,6944.0107,0.9382271,1415.2592,2430000.0,1717.0,151875.0,,37952.0,0.0001892768,0.1,1.4577262 +7104.8,6945.4473,1.9216771,1414.4928,2440000.0,1725.0,152500.0,,38112.0,0.0001890208,0.1,1.2228209 +7189.7,6947.2905,2.16194,1414.5497,2450000.0,1732.0,153125.0,,38272.0,0.0001887648,0.1,1.4167204 +7170.5,6949.007,1.7840296,1413.7931,2460000.0,1740.0,153750.0,,38432.0,0.0001885088,0.1,1.4094272 +7219.9,6951.48,1.497703,1413.8523,2470000.0,1747.0,154375.0,,38592.0,0.0001882528,0.1,1.3301593 +7286.4,6954.748,1.6689838,1414.7177,2480000.0,1753.0,155000.0,,38720.0,0.000188048,0.1,1.2806587 +7250.0,6957.8306,1.007195,1413.9694,2490000.0,1761.0,155625.0,,38880.0,0.000187792,0.1,1.0078932 +7308.7,6961.427,0.9121889,1414.0271,2500000.0,1768.0,156250.0,,39040.0,0.000187536,0.1,1.0785394 +7422.3,6966.477,1.446342,1412.4929,2510000.0,1777.0,156875.0,,39200.0,0.00018728,0.1,1.4208245 +7433.7,6970.81,1.4070582,1411.7646,2520000.0,1785.0,157500.0,,39360.0,0.000187024,0.1,1.0861026 +7423.5,6974.83,1.0100254,1411.8303,2530000.0,1792.0,158125.0,,39520.0,0.000186768,0.1,1.1484923 +7528.0,6979.7163,0.7943584,1411.8955,2540000.0,1799.0,158750.0,,39680.0,0.000186512,0.1,1.1412811 +7619.6,6986.808,1.7148623,1411.1787,2550000.0,1807.0,159375.0,,39840.0,0.000186256,0.1,1.3049451 +7632.7,6993.976,0.8097622,1410.4683,2560000.0,1815.0,160000.0,,40000.0,0.000186,0.1,1.4406224 +7608.0,7001.13,1.3069679,1411.3125,2570000.0,1821.0,160625.0,,40128.0,0.0001857952,0.1,1.584445 +7699.4,7009.4346,2.1556232,1410.6069,2580000.0,1829.0,161250.0,,40288.0,0.0001855392,0.1,1.2814063 +7608.3,7017.7256,1.7341161,1409.9075,2590000.0,1837.0,161875.0,,40448.0,0.0001852832,0.1,1.4844053 +7591.8,7025.3564,1.0987324,1409.2141,2600000.0,1845.0,162500.0,,40608.0,0.0001850272,0.1,1.5176439 +7663.3,7033.6895,0.7011138,1409.2872,2610000.0,1852.0,163125.0,,40768.0,0.0001847712,0.1,1.4507707 +7687.2,7042.6562,1.5278327,1410.1184,2620000.0,1858.0,163750.0,,40928.0,0.0001845152,0.1,1.2827827 +7800.7,7052.8364,1.2678239,1409.4319,2630000.0,1866.0,164375.0,,41088.0,0.0001842592,0.1,1.404782 +7772.3,7062.8296,0.77747536,1409.5034,2640000.0,1873.0,165000.0,,41248.0,0.0001840032,0.1,1.2199417 +7751.7,7073.675,1.9661309,1410.3246,2650000.0,1879.0,165625.0,,41376.0,0.0001837984,0.1,1.1954128 +7784.6,7085.042,1.0279938,1410.3923,2660000.0,1886.0,166250.0,,41536.0,0.0001835424,0.1,1.4891205 +7780.8,7096.283,2.4276469,1410.4596,2670000.0,1893.0,166875.0,,41696.0,0.0001832864,0.1,1.1662439 +7793.7,7106.0596,0.7923704,1411.269,2680000.0,1899.0,167500.0,,41856.0,0.0001830304,0.1,1.390166 +7784.7,7115.5464,2.7697413,1411.3326,2690000.0,1906.0,168125.0,,42016.0,0.0001827744,0.1,1.2575673 +7701.8,7123.99,0.7081534,1411.3958,2700000.0,1913.0,168750.0,,42176.0,0.0001825184,0.1,1.5873744 +7732.7,7132.7974,1.7771742,1412.1938,2710000.0,1919.0,169375.0,,42336.0,0.0001822624,0.1,1.316376 +7743.2,7141.342,0.99033654,1412.2534,2720000.0,1926.0,170000.0,,42496.0,0.0001820064,0.1,1.4238447 +7798.0,7150.4604,0.56160015,1412.3125,2730000.0,1933.0,170625.0,,42656.0,0.0001817504,0.1,1.2257545 +7793.4,7159.22,1.5389946,1412.3711,2740000.0,1940.0,171250.0,,42784.0,0.0001815456,0.1,1.5296212 +7769.2,7168.3354,1.8206387,1413.1552,2750000.0,1946.0,171875.0,,42944.0,0.0001812896,0.1,1.2632513 +7760.6,7177.445,1.1687893,1412.4872,2760000.0,1954.0,172500.0,,43104.0,0.0001810336,0.1,1.2203593 +7730.6,7186.7456,0.99509096,1413.2653,2770000.0,1960.0,173125.0,,43264.0,0.0001807776,0.1,1.2797389 +7697.7,7196.174,1.6131088,1412.6017,2780000.0,1968.0,173750.0,,43424.0,0.0001805216,0.1,1.1510379 +7716.3,7206.226,1.7936393,1411.9434,2790000.0,1976.0,174375.0,,43584.0,0.0001802656,0.1,1.5098687 +7700.4,7216.871,1.1481729,1412.0021,2800000.0,1983.0,175000.0,,43744.0,0.0001800096,0.1,1.0812631 +7679.2,7228.085,1.6711379,1411.3511,2810000.0,1991.0,175625.0,,43904.0,0.0001797536,0.1,1.184213 +7652.9,7239.5527,1.8049555,1411.4114,2820000.0,1998.0,176250.0,,44032.0,0.0001795488,0.1,1.1260194 +7582.7,7250.6973,0.940423,1410.7677,2830000.0,2006.0,176875.0,,44192.0,0.0001792928,0.1,1.5681493 +7630.6,7261.832,1.3955456,1410.1292,2840000.0,2014.0,177500.0,,44352.0,0.0001790368,0.1,1.3074793 +7594.3,7272.473,1.2188843,1408.7988,2850000.0,2023.0,178125.0,,44512.0,0.0001787808,0.1,1.502945 +7563.7,7282.66,1.7766986,1408.1733,2860000.0,2031.0,178750.0,,44672.0,0.0001785248,0.1,1.1961048 +7579.9,7292.9434,1.1681453,1408.2434,2870000.0,2038.0,179375.0,,44832.0,0.0001782688,0.1,1.1582065 +7598.9,7302.97,0.67760074,1409.002,2880000.0,2044.0,180000.0,,44992.0,0.0001780128,0.1,1.2832487 +7561.5,7311.674,1.4988151,1409.0687,2890000.0,2051.0,180625.0,,45152.0,0.0001777568,0.1,1.2650313 +7533.0,7319.7725,1.2278992,1409.1351,2900000.0,2058.0,181250.0,,45312.0,0.0001775008,0.1,1.1431001 +7505.6,7327.2095,1.4171968,1409.2009,2910000.0,2065.0,181875.0,,45440.0,0.000177296,0.1,1.1631188 +7520.3,7333.852,1.3736533,1408.5865,2920000.0,2073.0,182500.0,,45600.0,0.00017704,0.1,1.4379203 +7507.3,7339.9214,1.1635907,1408.6538,2930000.0,2080.0,183125.0,,45760.0,0.000176784,0.1,0.9804598 +7471.0,7345.629,0.6387813,1408.7207,2940000.0,2087.0,183750.0,,45920.0,0.000176528,0.1,1.5066906 +7426.0,7350.7686,1.2346611,1408.787,2950000.0,2094.0,184375.0,,46080.0,0.000176272,0.1,1.4428589 +7380.3,7354.6943,2.5967917,1408.8529,2960000.0,2101.0,185000.0,,46240.0,0.000176016,0.1,1.5155768 +7466.9,7359.5195,1.4580026,1408.9185,2970000.0,2108.0,185625.0,,46400.0,0.00017576,0.1,1.1180873 +7489.3,7364.065,1.5600562,1408.9834,2980000.0,2115.0,186250.0,,46560.0,0.000175504,0.1,1.5786505 +7416.0,7368.045,1.5396612,1409.0481,2990000.0,2122.0,186875.0,,46688.0,0.0001752992,0.1,1.2684377 +7382.2,7372.5376,1.1416152,1409.1123,3000000.0,2129.0,187500.0,,46848.0,0.0001750432,0.1,1.5072556 +7344.1,7376.5044,0.6603369,1409.176,3010000.0,2136.0,188125.0,,47008.0,0.0001747872,0.1,1.3589656 +7349.9,7381.339,1.0762402,1409.2394,3020000.0,2143.0,188750.0,,47168.0,0.0001745312,0.1,1.0693784 +7399.4,7386.236,0.95435625,1409.3024,3030000.0,2150.0,189375.0,,47328.0,0.0001742752,0.1,1.3863056 +7303.3,7390.0254,1.411143,1409.3649,3040000.0,2157.0,190000.0,,47488.0,0.0001740192,0.1,1.5621781 +7327.3,7393.977,3.6153877,1409.427,3050000.0,2164.0,190625.0,,47648.0,0.0001737632,0.1,1.3073491 +7337.5,7397.621,1.4061543,1409.4888,3060000.0,2171.0,191250.0,,47808.0,0.0001735072,0.1,1.1846831 +7244.9,7401.01,1.886574,1409.55,3070000.0,2178.0,191875.0,,47968.0,0.0001732512,0.1,1.3174396 +7279.5,7404.2295,1.9386356,1410.2565,3080000.0,2184.0,192500.0,,48096.0,0.0001730464,0.1,1.366329 +7299.0,7407.7676,0.8415568,1410.315,3090000.0,2191.0,193125.0,,48256.0,0.0001727904,0.1,1.4698536 +7316.0,7411.779,2.8669424,1410.373,3100000.0,2198.0,193750.0,,48416.0,0.0001725344,0.1,1.1254737 +7208.7,7414.4688,1.8492029,1409.7915,3110000.0,2206.0,194375.0,,48576.0,0.0001722784,0.1,1.6060848 +7265.2,7417.725,1.0216675,1409.8508,3120000.0,2213.0,195000.0,,48736.0,0.0001720224,0.1,1.4694264 +7340.4,7420.885,1.4291481,1409.9099,3130000.0,2220.0,195625.0,,48896.0,0.0001717664,0.1,1.5370144 +7289.3,7423.2007,2.343146,1409.9686,3140000.0,2227.0,196250.0,,49056.0,0.0001715104,0.1,1.4090445 +7260.9,7424.859,1.7223903,1410.0269,3150000.0,2234.0,196875.0,,49216.0,0.0001712544,0.1,1.3455424 +7273.0,7425.8057,1.4775791,1410.7142,3160000.0,2240.0,197500.0,,49344.0,0.0001710496,0.1,1.3900125 +7247.4,7426.9556,0.80609596,1410.7699,3170000.0,2247.0,198125.0,,49504.0,0.0001707936,0.1,1.3185759 +7314.1,7428.2256,1.2718043,1410.1996,3180000.0,2255.0,198750.0,,49664.0,0.0001705376,0.1,1.3819264 +7323.8,7429.872,0.4039946,1410.2565,3190000.0,2262.0,199375.0,,49824.0,0.0001702816,0.1,1.5438427 +7270.9,7430.9517,1.5461516,1410.3129,3200000.0,2269.0,200000.0,,49984.0,0.0001700256,0.1,1.5555959 +7292.6,7431.7505,1.6847796,1410.369,3210000.0,2276.0,200625.0,,50144.0,0.0001697696,0.1,1.419096 +7341.9,7433.8926,1.0743551,1410.4249,3220000.0,2283.0,201250.0,,50304.0,0.0001695136,0.1,1.4553616 +7338.4,7435.3413,2.0981836,1409.8647,3230000.0,2291.0,201875.0,,50464.0,0.0001692576,0.1,1.3066239 +7319.4,7437.1074,2.2496598,1409.9216,3240000.0,2298.0,202500.0,,50624.0,0.0001690016,0.1,1.3323199 +7327.6,7438.544,1.9942578,1410.5903,3250000.0,2304.0,203125.0,,50752.0,0.0001687968,0.1,1.3468208 +7314.6,7439.2856,2.0654378,1410.0345,3260000.0,2312.0,203750.0,,50912.0,0.0001685408,0.1,1.3907295 +7254.7,7439.5083,2.3331332,1409.4828,3270000.0,2320.0,204375.0,,51072.0,0.0001682848,0.1,1.6420138 +7327.6,7441.391,1.9463284,1410.1461,3280000.0,2326.0,205000.0,,51232.0,0.0001680288,0.1,1.4163215 +7320.3,7442.334,2.787184,1409.5973,3290000.0,2334.0,205625.0,,51392.0,0.0001677728,0.1,1.6974456 +7283.5,7442.4683,4.408678,1409.0521,3300000.0,2342.0,206250.0,,51552.0,0.0001675168,0.1,1.5746447 +7186.1,7442.0186,2.193681,1408.5106,3310000.0,2350.0,206875.0,,51712.0,0.0001672608,0.1,1.645876 +7180.1,7441.5405,1.4761374,1409.1681,3320000.0,2356.0,207500.0,,51872.0,0.0001670048,0.1,1.2808948 +7278.8,7442.868,0.72029746,1409.2256,3330000.0,2363.0,208125.0,,52000.0,0.0001668,0.1,1.1775255 +7327.5,7444.2627,0.7611426,1408.6884,3340000.0,2371.0,208750.0,,52160.0,0.000166544,0.1,1.1714339 +7199.0,7443.982,0.7022761,1408.7468,3350000.0,2378.0,209375.0,,52320.0,0.000166288,0.1,1.3937978 +7256.4,7443.5444,2.00126,1408.805,3360000.0,2385.0,210000.0,,52480.0,0.000166032,0.1,1.2718207 +7226.9,7443.186,1.538995,1408.8629,3370000.0,2392.0,210625.0,,52640.0,0.000165776,0.1,1.4841807 +7268.9,7443.515,0.6510908,1408.9204,3380000.0,2399.0,211250.0,,52800.0,0.00016552,0.1,1.2829719 +7304.1,7444.56,1.1374705,1409.5634,3390000.0,2405.0,211875.0,,52960.0,0.000165264,0.1,1.5499552 +7353.5,7447.085,0.8911332,1409.6185,3400000.0,2412.0,212500.0,,53120.0,0.000165008,0.1,1.4228057 +7384.9,7449.7144,1.1163081,1409.6735,3410000.0,2419.0,213125.0,,53280.0,0.000164752,0.1,1.2730291 +7497.3,7453.183,2.1917467,1410.3093,3420000.0,2425.0,213750.0,,53408.0,0.0001645472,0.1,1.3187561 +7486.3,7456.6675,0.8534384,1410.3618,3430000.0,2432.0,214375.0,,53568.0,0.0001642912,0.1,1.6233413 +7558.2,7461.201,2.541907,1410.9927,3440000.0,2438.0,215000.0,,53728.0,0.0001640352,0.1,1.1595662 +7685.5,7466.159,1.834098,1411.043,3450000.0,2445.0,215625.0,,53888.0,0.0001637792,0.1,1.3878446 +7663.2,7471.087,3.341422,1411.093,3460000.0,2452.0,216250.0,,54048.0,0.0001635232,0.1,1.3695664 +7631.6,7475.2036,2.2055993,1411.1427,3470000.0,2459.0,216875.0,,54208.0,0.0001632672,0.1,1.4391184 +7625.8,7478.598,0.9368849,1410.6202,3480000.0,2467.0,217500.0,,54368.0,0.0001630112,0.1,1.1543295 +7757.8,7483.676,1.4276253,1410.101,3490000.0,2475.0,218125.0,,54528.0,0.0001627552,0.1,1.2809374 +7751.9,7488.108,1.1899196,1410.1531,3500000.0,2482.0,218750.0,,54656.0,0.0001625504,0.1,1.6260213 +7727.4,7491.1587,2.2350888,1409.6385,3510000.0,2490.0,219375.0,,54816.0,0.0001622944,0.1,1.4182786 +7736.9,7494.1904,1.6555004,1409.1273,3520000.0,2498.0,220000.0,,54976.0,0.0001620384,0.1,1.4406273 +7715.5,7497.11,1.2728938,1408.6193,3530000.0,2506.0,220625.0,,55136.0,0.0001617824,0.1,1.1332762 +7668.1,7498.511,1.5513065,1408.6749,3540000.0,2513.0,221250.0,,55296.0,0.0001615264,0.1,1.4932055 +7604.5,7498.361,1.7390089,1408.7301,3550000.0,2520.0,221875.0,,55456.0,0.0001612704,0.1,1.545412 +7569.8,7497.732,1.337105,1408.7852,3560000.0,2527.0,222500.0,,55616.0,0.0001610144,0.1,1.6825308 +7570.5,7497.357,0.9193807,1409.396,3570000.0,2533.0,223125.0,,55776.0,0.0001607584,0.1,1.5854119 +7462.6,7494.9893,0.6371443,1410.0039,3580000.0,2539.0,223750.0,,55936.0,0.0001605024,0.1,1.4339985 +7403.3,7492.9395,1.1021211,1411.1636,3590000.0,2544.0,224375.0,,56064.0,0.0001602976,0.1,1.4134643 +7449.2,7491.513,1.3372753,1411.2113,3600000.0,2551.0,225000.0,,56224.0,0.0001600416,0.1,1.2954965 +7509.8,7489.978,1.4765822,1411.2588,3610000.0,2558.0,225625.0,,56384.0,0.0001597856,0.1,1.2415357 +7504.1,7488.147,1.977297,1411.8564,3620000.0,2564.0,226250.0,,56544.0,0.0001595296,0.1,1.2275759 +7479.2,7484.9316,1.7373475,1412.4514,3630000.0,2570.0,226875.0,,56704.0,0.0001592736,0.1,1.3838538 +7454.2,7481.7505,0.94480866,1413.0435,3640000.0,2576.0,227500.0,,56864.0,0.0001590176,0.1,1.151159 +7539.8,7479.632,0.41376582,1414.1805,3650000.0,2581.0,228125.0,,57024.0,0.0001587616,0.1,1.3267112 +7586.5,7477.6504,0.37551203,1414.7661,3660000.0,2587.0,228750.0,,57184.0,0.0001585056,0.1,1.2844381 +7601.5,7475.858,1.5007167,1415.895,3670000.0,2592.0,229375.0,,57312.0,0.0001583008,0.1,1.1275673 +7646.0,7474.381,0.687631,1416.4742,3680000.0,2598.0,230000.0,,57472.0,0.0001580448,0.1,1.2963047 +7598.6,7472.52,1.0242895,1417.5951,3690000.0,2603.0,230625.0,,57632.0,0.0001577888,0.1,0.9285738 +7632.5,7471.8276,1.003411,1418.1678,3700000.0,2609.0,231250.0,,57792.0,0.0001575328,0.1,1.3223653 +7674.1,7471.241,2.1948926,1418.738,3710000.0,2615.0,231875.0,,57952.0,0.0001572768,0.1,1.0978768 +7747.7,7471.286,1.0623726,1418.7643,3720000.0,2622.0,232500.0,,58112.0,0.0001570208,0.1,1.0420603 +7823.2,7471.5376,0.7536389,1419.3303,3730000.0,2628.0,233125.0,,58272.0,0.0001567648,0.1,1.2817149 +7782.6,7471.43,1.9041618,1419.8937,3740000.0,2634.0,233750.0,,58432.0,0.0001565088,0.1,1.0845432 +7740.0,7471.1377,0.69988596,1420.9928,3750000.0,2639.0,234375.0,,58592.0,0.0001562528,0.1,1.3288876 +7777.6,7471.308,1.1810193,1421.55,3760000.0,2645.0,235000.0,,58720.0,0.000156048,0.1,0.9151288 +7830.7,7472.3096,1.1417354,1422.1049,3770000.0,2651.0,235625.0,,58880.0,0.000155792,0.1,1.1463933 +7819.9,7473.531,1.6318945,1422.6571,3780000.0,2657.0,236250.0,,59040.0,0.000155536,0.1,0.8605213 +7877.3,7475.141,1.785515,1423.2069,3790000.0,2663.0,236875.0,,59200.0,0.00015528,0.1,1.2991707 +7809.6,7476.233,1.7162955,1423.7543,3800000.0,2669.0,237500.0,,59360.0,0.000155024,0.1,1.458677 +7751.8,7476.9595,1.2110437,1424.2991,3810000.0,2675.0,238125.0,,59520.0,0.000154768,0.1,1.3663486 +7674.9,7477.179,2.314572,1424.8414,3820000.0,2681.0,238750.0,,59680.0,0.000154512,0.1,1.3791707 +7751.7,7478.8687,0.9358713,1425.3815,3830000.0,2687.0,239375.0,,59840.0,0.000154256,0.1,1.3937211 +7761.3,7480.176,0.7253635,1426.4487,3840000.0,2692.0,240000.0,,60000.0,0.000154,0.1,1.0800654 +7787.6,7482.109,1.4062569,1426.9829,3850000.0,2698.0,240625.0,,60128.0,0.0001537952,0.1,0.99378985 +7769.4,7484.166,1.3453109,1428.043,3860000.0,2703.0,241250.0,,60288.0,0.0001535392,0.1,1.5088366 +7738.4,7485.7505,1.3100563,1428.5714,3870000.0,2709.0,241875.0,,60448.0,0.0001532832,0.1,0.9364798 +7811.7,7487.879,1.037296,1429.6241,3880000.0,2714.0,242500.0,,60608.0,0.0001530272,0.1,1.4162142 +7797.9,7490.2417,1.2941188,1430.1471,3890000.0,2720.0,243125.0,,60768.0,0.0001527712,0.1,1.0923191 +7756.4,7492.4756,1.9093246,1430.1431,3900000.0,2727.0,243750.0,,60928.0,0.0001525152,0.1,1.2910655 +7749.0,7494.9106,0.9702475,1431.1859,3910000.0,2732.0,244375.0,,61088.0,0.0001522592,0.1,0.7615078 +7645.0,7496.1577,0.60638946,1431.702,3920000.0,2738.0,245000.0,,61248.0,0.0001520032,0.1,1.5431644 +7680.3,7497.888,1.318302,1432.7379,3930000.0,2743.0,245625.0,,61376.0,0.0001517984,0.1,1.3716792 +7705.7,7500.235,0.9853325,1433.2484,3940000.0,2749.0,246250.0,,61536.0,0.0001515424,0.1,1.378068 +7815.7,7504.132,2.190337,1433.7568,3950000.0,2755.0,246875.0,,61696.0,0.0001512864,0.1,1.315303 +7784.1,7508.17,1.3668784,1434.263,3960000.0,2761.0,247500.0,,61856.0,0.0001510304,0.1,1.097689 +7793.4,7511.435,0.9143404,1434.7668,3970000.0,2767.0,248125.0,,62016.0,0.0001507744,0.1,1.181149 +7777.4,7514.3154,1.886417,1434.7512,3980000.0,2774.0,248750.0,,62176.0,0.0001505184,0.1,1.0386621 +7761.1,7517.767,1.8455565,1435.2518,3990000.0,2780.0,249375.0,,62336.0,0.0001502624,0.1,1.1666174 +7791.6,7521.8613,0.9775655,1435.7501,4000000.0,2786.0,250000.0,,62496.0,0.0001500064,0.1,1.2116598 +7763.5,7526.055,0.8033321,1436.2465,4010000.0,2792.0,250625.0,,62656.0,0.0001497504,0.1,1.2720009 +7783.8,7530.3945,1.260317,1436.7405,4020000.0,2798.0,251250.0,,62784.0,0.0001495456,0.1,1.4941946 +7808.5,7534.486,1.4177916,1437.7452,4030000.0,2803.0,251875.0,,62944.0,0.0001492896,0.1,1.3462472 +7717.3,7538.625,0.8391117,1438.2343,4040000.0,2809.0,252500.0,,63104.0,0.0001490336,0.1,1.59983 +7708.2,7542.4346,1.9585514,1438.7212,4050000.0,2815.0,253125.0,,63264.0,0.0001487776,0.1,1.1748438 +7694.2,7546.0005,1.6399618,1439.2059,4060000.0,2821.0,253750.0,,63424.0,0.0001485216,0.1,1.6489544 +7688.7,7550.439,2.5624886,1439.6887,4070000.0,2827.0,254375.0,,63584.0,0.0001482656,0.1,1.4224842 +7558.4,7553.2275,1.0273445,1440.1694,4080000.0,2833.0,255000.0,,63744.0,0.0001480096,0.1,1.409127 +7492.2,7555.159,1.0797929,1440.6481,4090000.0,2839.0,255625.0,,63904.0,0.0001477536,0.1,1.3833742 +7401.1,7556.011,2.0994477,1441.1248,4100000.0,2845.0,256250.0,,64032.0,0.0001475488,0.1,1.6518254 +7286.8,7556.792,2.027965,1441.5995,4110000.0,2851.0,256875.0,,64192.0,0.0001472928,0.1,1.7329187 +7226.3,7556.4033,1.0046299,1441.5675,4120000.0,2858.0,257500.0,,64352.0,0.0001470368,0.1,1.4290762 +7229.4,7555.294,1.6336403,1442.0391,4130000.0,2864.0,258125.0,,64512.0,0.0001467808,0.1,1.4028286 +7245.8,7554.858,2.9158096,1442.5087,4140000.0,2870.0,258750.0,,64672.0,0.0001465248,0.1,1.597678 +7206.4,7554.3125,1.4028878,1442.9763,4150000.0,2876.0,259375.0,,64832.0,0.0001462688,0.1,1.4245341 +7132.0,7552.9033,2.8716183,1442.9414,4160000.0,2883.0,260000.0,,64992.0,0.0001460128,0.1,1.4783889 +7231.1,7552.7407,2.7013721,1442.9066,4170000.0,2890.0,260625.0,,65152.0,0.0001457568,0.1,1.6091527 +7184.3,7551.442,2.7397625,1442.872,4180000.0,2897.0,261250.0,,65312.0,0.0001455008,0.1,1.3948712 +7108.6,7549.2905,1.1029415,1443.8318,4190000.0,2902.0,261875.0,,65440.0,0.000145296,0.1,1.4885527 +7148.7,7548.069,0.8820341,1444.2916,4200000.0,2908.0,262500.0,,65600.0,0.00014504,0.1,1.4954548 +7233.5,7547.4775,1.6337736,1444.7495,4210000.0,2914.0,263125.0,,65760.0,0.000144784,0.1,1.3243997 +7217.2,7546.23,2.0271077,1445.2054,4220000.0,2920.0,263750.0,,65920.0,0.000144528,0.1,1.3424624 +7374.7,7546.5933,1.5101166,1445.6595,4230000.0,2926.0,264375.0,,66080.0,0.000144272,0.1,1.5367118 +7429.5,7547.694,2.397719,1446.1118,4240000.0,2932.0,265000.0,,66240.0,0.000144016,0.1,1.4156352 +7514.9,7549.5664,1.9332047,1446.5623,4250000.0,2938.0,265625.0,,66400.0,0.00014376,0.1,1.6531107 +7522.0,7551.6406,1.2764204,1446.5195,4260000.0,2945.0,266250.0,,66560.0,0.000143504,0.1,1.4070685 +7541.7,7554.5107,1.7101582,1446.9672,4270000.0,2951.0,266875.0,,66688.0,0.0001432992,0.1,1.495471 +7620.6,7557.4404,0.6909177,1447.413,4280000.0,2957.0,267500.0,,66848.0,0.0001430432,0.1,1.7128402 +7622.6,7560.4644,1.3062174,1447.8569,4290000.0,2963.0,268125.0,,67008.0,0.0001427872,0.1,1.4218216 +7696.7,7564.596,1.5068438,1447.8114,4300000.0,2970.0,268750.0,,67168.0,0.0001425312,0.1,1.6166852 +7763.3,7570.3687,1.2490935,1448.2527,4310000.0,2976.0,269375.0,,67328.0,0.0001422752,0.1,1.5604899 +7729.7,7575.8643,0.384275,1448.2065,4320000.0,2983.0,270000.0,,67488.0,0.0001420192,0.1,1.6126964 +7724.4,7580.32,2.209439,1448.645,4330000.0,2989.0,270625.0,,67648.0,0.0001417632,0.1,1.2697561 +7664.2,7583.687,2.0900865,1448.5981,4340000.0,2996.0,271250.0,,67808.0,0.0001415072,0.1,1.7091699 +7635.1,7588.0483,1.439143,1449.0339,4350000.0,3002.0,271875.0,,67968.0,0.0001412512,0.1,1.1545501 +7649.1,7591.9756,1.170186,1449.4681,4360000.0,3008.0,272500.0,,68096.0,0.0001410464,0.1,1.430896 +7645.0,7596.1567,2.4790313,1449.4196,4370000.0,3015.0,273125.0,,68256.0,0.0001407904,0.1,1.332528 +7581.7,7599.284,0.9494422,1449.8511,4380000.0,3021.0,273750.0,,68416.0,0.0001405344,0.1,1.4692588 +7622.2,7602.465,2.0963175,1450.2808,4390000.0,3027.0,274375.0,,68576.0,0.0001402784,0.1,1.1791234 +7616.1,7605.0913,0.92460614,1450.7089,4400000.0,3033.0,275000.0,,68736.0,0.0001400224,0.1,1.5626831 +7510.2,7606.344,1.451108,1451.1353,4410000.0,3039.0,275625.0,,68896.0,0.0001397664,0.1,1.4463894 +7481.9,7606.19,1.0079231,1451.5599,4420000.0,3045.0,276250.0,,69056.0,0.0001395104,0.1,1.3899583 +7518.9,7606.5156,1.1461915,1451.9829,4430000.0,3051.0,276875.0,,69216.0,0.0001392544,0.1,1.1816344 +7518.5,7606.1187,1.5728856,1452.8796,4440000.0,3056.0,277500.0,,69344.0,0.0001390496,0.1,1.5373056 +7586.2,7605.1255,1.9406129,1453.2985,4450000.0,3062.0,278125.0,,69504.0,0.0001387936,0.1,1.7371119 +7574.8,7604.2427,0.8682161,1454.1898,4460000.0,3067.0,278750.0,,69664.0,0.0001385376,0.1,1.1096361 +7584.1,7603.7676,0.6003622,1454.6046,4470000.0,3073.0,279375.0,,69824.0,0.0001382816,0.1,1.5697184 +7557.7,7603.087,2.2727537,1455.0178,4480000.0,3079.0,280000.0,,69984.0,0.0001380256,0.1,1.5146335 +7595.6,7601.465,1.079176,1455.4294,4490000.0,3085.0,280625.0,,70144.0,0.0001377696,0.1,1.6047397 +7581.9,7599.764,1.2142175,1455.8395,4500000.0,3091.0,281250.0,,70304.0,0.0001375136,0.1,1.0410461 +7598.5,7598.4756,0.8929061,1456.2479,4510000.0,3097.0,281875.0,,70464.0,0.0001372576,0.1,1.4524983 +7537.9,7596.485,1.3883181,1456.6549,4520000.0,3103.0,282500.0,,70624.0,0.0001370016,0.1,1.4886045 +7556.1,7594.891,0.64687353,1457.0602,4530000.0,3109.0,283125.0,,70752.0,0.0001367968,0.1,1.3496989 +7636.7,7594.5767,1.4426576,1457.4639,4540000.0,3115.0,283750.0,,70912.0,0.0001365408,0.1,1.744799 +7589.4,7594.4263,2.0368967,1457.8661,4550000.0,3121.0,284375.0,,71072.0,0.0001362848,0.1,1.3971633 +7634.3,7595.0713,0.58871293,1457.8005,4560000.0,3128.0,285000.0,,71232.0,0.0001360288,0.1,1.5070554 +7588.5,7595.2515,0.8816666,1458.2004,4570000.0,3134.0,285625.0,,71392.0,0.0001357728,0.1,1.3171122 +7622.4,7596.8486,0.7791485,1458.1344,4580000.0,3141.0,286250.0,,71552.0,0.0001355168,0.1,1.728737 +7672.4,7599.54,2.185104,1458.532,4590000.0,3147.0,286875.0,,71712.0,0.0001352608,0.1,1.1361119 +7676.7,7601.8145,0.74255705,1458.4655,4600000.0,3154.0,287500.0,,71872.0,0.0001350048,0.1,1.4514954 +7702.6,7603.743,1.8489667,1459.3225,4610000.0,3159.0,288125.0,,72000.0,0.0001348,0.1,1.4330192 +7753.3,7606.235,1.8774619,1459.2546,4620000.0,3166.0,288750.0,,72160.0,0.000134544,0.1,1.409769 +7695.1,7608.395,0.9174107,1459.6469,4630000.0,3172.0,289375.0,,72320.0,0.000134288,0.1,1.4733343 +7687.0,7610.723,2.8274198,1459.5785,4640000.0,3179.0,290000.0,,72480.0,0.000134032,0.1,1.4054407 +7789.6,7613.2207,1.5275868,1459.9686,4650000.0,3185.0,290625.0,,72640.0,0.000133776,0.1,1.7427907 +7762.4,7614.9795,2.3618069,1460.3573,4660000.0,3191.0,291250.0,,72800.0,0.00013352,0.1,1.4433662 +7723.7,7616.2007,0.7212059,1460.7445,4670000.0,3197.0,291875.0,,72960.0,0.000133264,0.1,1.7648952 +7762.6,7617.3667,1.7071387,1460.6742,4680000.0,3204.0,292500.0,,73120.0,0.000133008,0.1,1.2791318 +7846.5,7619.8457,1.3507959,1461.0592,4690000.0,3210.0,293125.0,,73280.0,0.000132752,0.1,1.495542 +7782.1,7621.3423,1.1999964,1461.4427,4700000.0,3216.0,293750.0,,73408.0,0.0001325472,0.1,1.5011038 +7799.1,7622.5923,3.0425758,1461.3713,4710000.0,3223.0,294375.0,,73568.0,0.0001322912,0.1,1.523082 +7787.9,7622.994,0.5543797,1461.3003,4720000.0,3230.0,295000.0,,73728.0,0.0001320352,0.1,1.6198132 +7796.1,7622.7236,1.4224006,1461.681,4730000.0,3236.0,295625.0,,73888.0,0.0001317792,0.1,1.264846 +7802.6,7622.924,0.69419646,1461.6096,4740000.0,3243.0,296250.0,,74048.0,0.0001315232,0.1,1.6959292 +7789.5,7623.418,0.50607276,1461.9883,4750000.0,3249.0,296875.0,,74208.0,0.0001312672,0.1,1.4704654 +7833.2,7623.9746,0.9825289,1461.9165,4760000.0,3256.0,297500.0,,74368.0,0.0001310112,0.1,1.2673362 +7897.3,7624.64,1.8893234,1462.2931,4770000.0,3262.0,298125.0,,74528.0,0.0001307552,0.1,1.5623717 +7872.5,7625.166,2.3509688,1463.116,4780000.0,3267.0,298750.0,,74656.0,0.0001305504,0.1,1.5334868 +7794.1,7624.3345,1.1325109,1463.4891,4790000.0,3273.0,299375.0,,74816.0,0.0001302944,0.1,1.4427049 +7786.3,7624.101,1.1992092,1463.861,4800000.0,3279.0,300000.0,,74976.0,0.0001300384,0.1,1.2362132 +7803.4,7624.6167,0.8347026,1463.7858,4810000.0,3286.0,300625.0,,75136.0,0.0001297824,0.1,1.6048632 +7827.9,7626.147,1.7435796,1464.1555,4820000.0,3292.0,301250.0,,75296.0,0.0001295264,0.1,1.2757711 +7816.6,7626.7954,1.800632,1464.5239,4830000.0,3298.0,301875.0,,75456.0,0.0001292704,0.1,1.4881928 +7891.4,7628.096,0.82090974,1464.891,4840000.0,3304.0,302500.0,,75616.0,0.0001290144,0.1,1.3541499 +7875.9,7628.98,0.8216738,1465.2568,4850000.0,3310.0,303125.0,,75776.0,0.0001287584,0.1,1.4627781 +7876.7,7630.0527,0.93626237,1465.6212,4860000.0,3316.0,303750.0,,75936.0,0.0001285024,0.1,1.3554407 +7725.3,7629.9214,2.197266,1466.4258,4870000.0,3321.0,304375.0,,76064.0,0.0001282976,0.1,1.1013823 +7715.3,7628.958,1.1370614,1466.7869,4880000.0,3327.0,305000.0,,76224.0,0.0001280416,0.1,1.4487273 +7576.1,7626.7407,1.0923485,1467.1467,4890000.0,3333.0,305625.0,,76384.0,0.0001277856,0.1,1.5085082 +7499.4,7624.17,1.5380609,1467.5052,4900000.0,3339.0,306250.0,,76544.0,0.0001275296,0.1,1.420002 +7395.9,7620.6387,1.4990197,1467.8624,4910000.0,3345.0,306875.0,,76704.0,0.0001272736,0.1,1.6347939 +7253.3,7616.7217,1.049512,1467.7804,4920000.0,3352.0,307500.0,,76864.0,0.0001270176,0.1,1.7115312 +7187.1,7611.79,3.4221513,1468.5731,4930000.0,3357.0,308125.0,,77024.0,0.0001267616,0.1,1.37799 +7098.3,7605.7163,0.81390756,1468.9265,4940000.0,3363.0,308750.0,,77184.0,0.0001265056,0.1,1.6575623 +6988.8,7597.4473,1.6835173,1469.2787,4950000.0,3369.0,309375.0,,77312.0,0.0001263008,0.1,1.3384757 +6927.2,7588.878,0.720658,1469.6296,4960000.0,3375.0,310000.0,,77472.0,0.0001260448,0.1,1.0707405 +6932.8,7580.2725,1.6577548,1469.9792,4970000.0,3381.0,310625.0,,77632.0,0.0001257888,0.1,1.6663854 +6977.9,7572.277,1.5979037,1470.3278,4980000.0,3387.0,311250.0,,77792.0,0.0001255328,0.1,1.348401 +7009.1,7564.757,0.45325923,1470.6749,4990000.0,3393.0,311875.0,,77952.0,0.0001252768,0.1,1.6200869 +7143.8,7558.2793,0.71191156,1471.0209,5000000.0,3399.0,312500.0,,78112.0,0.0001250208,0.1,1.0738637 +7177.7,7552.4214,0.93719155,1471.3656,5010000.0,3405.0,313125.0,,78272.0,0.0001247648,0.1,1.3985105 +7197.4,7546.5566,1.7520878,1472.1407,5020000.0,3410.0,313750.0,,78432.0,0.0001245088,0.1,1.7823033 +7225.7,7540.728,1.7461041,1472.4824,5030000.0,3416.0,314375.0,,78592.0,0.0001242528,0.1,1.299587 +7411.2,7537.6675,1.1058397,1472.8229,5040000.0,3422.0,315000.0,,78720.0,0.000124048,0.1,1.422891 +7488.2,7535.4673,1.7521187,1473.592,5050000.0,3427.0,315625.0,,78880.0,0.000123792,0.1,1.3786609 +7564.3,7534.169,1.5637473,1473.9296,5060000.0,3433.0,316250.0,,79040.0,0.000123536,0.1,1.311806 +7570.0,7532.982,0.6389768,1474.2657,5070000.0,3439.0,316875.0,,79200.0,0.00012328,0.1,1.0713964 +7632.6,7533.7246,1.9491577,1474.6008,5080000.0,3445.0,317500.0,,79360.0,0.000123024,0.1,1.2089393 +7712.1,7535.924,2.1331558,1475.3623,5090000.0,3450.0,318125.0,,79520.0,0.000122768,0.1,1.5356965 +7667.8,7538.591,0.8060157,1475.6945,5100000.0,3456.0,318750.0,,79680.0,0.000122512,0.1,1.2161607 +7729.7,7543.0195,0.8332673,1476.4519,5110000.0,3461.0,319375.0,,79840.0,0.000122256,0.1,1.4282267 +7705.3,7547.8096,1.1834459,1476.7811,5120000.0,3467.0,320000.0,,80000.0,0.000122,0.1,1.3812704 +7738.9,7552.904,0.92872024,1477.1091,5130000.0,3473.0,320625.0,,80128.0,0.0001217952,0.1,1.6308668 +7812.0,7558.5664,1.1250331,1477.436,5140000.0,3479.0,321250.0,,80288.0,0.0001215392,0.1,1.3857629 +7839.5,7564.897,1.6424057,1478.186,5150000.0,3484.0,321875.0,,80448.0,0.0001212832,0.1,1.1765914 +7866.4,7572.2407,1.1870255,1478.51,5160000.0,3490.0,322500.0,,80608.0,0.0001210272,0.1,1.559469 +7769.8,7577.628,1.495555,1478.833,5170000.0,3496.0,323125.0,,80768.0,0.0001207712,0.1,1.1499225 +7775.2,7583.537,1.3690482,1479.1548,5180000.0,3502.0,323750.0,,80928.0,0.0001205152,0.1,1.6608782 +7661.6,7589.067,1.7013451,1479.4755,5190000.0,3508.0,324375.0,,81088.0,0.0001202592,0.1,1.563543 +7593.1,7593.511,1.7984623,1479.7952,5200000.0,3514.0,325000.0,,81248.0,0.0001200032,0.1,1.7733002 +7611.7,7597.294,1.1579348,1480.5343,5210000.0,3519.0,325625.0,,81376.0,0.0001197984,0.1,1.2645152 +7665.1,7601.7725,0.8727853,1480.8511,5220000.0,3525.0,326250.0,,81536.0,0.0001195424,0.1,1.3894205 +7697.0,7604.9956,2.103548,1481.1667,5230000.0,3531.0,326875.0,,81696.0,0.0001192864,0.1,1.4946387 +7645.7,7607.1577,1.3592474,1481.9005,5240000.0,3536.0,327500.0,,81856.0,0.0001190304,0.1,1.4588234 +7650.3,7608.511,0.35133776,1482.2134,5250000.0,3542.0,328125.0,,82016.0,0.0001187744,0.1,1.5222377 +7568.8,7608.9795,1.643871,1482.9434,5260000.0,3547.0,328750.0,,82176.0,0.0001185184,0.1,1.4070116 +7531.7,7608.8794,2.4992373,1483.2535,5270000.0,3553.0,329375.0,,82336.0,0.0001182624,0.1,1.302165 +7458.6,7607.2593,1.5631326,1483.5627,5280000.0,3559.0,330000.0,,82496.0,0.0001180064,0.1,1.5315053 +7440.2,7605.4355,1.0082768,1483.871,5290000.0,3565.0,330625.0,,82656.0,0.0001177504,0.1,1.2641021 +7581.3,7604.2812,0.9648603,1484.5939,5300000.0,3570.0,331250.0,,82784.0,0.0001175456,0.1,1.3711425 +7635.9,7603.0073,2.1426907,1485.3147,5310000.0,3575.0,331875.0,,82944.0,0.0001172896,0.1,1.518702 +7611.2,7601.822,0.7624506,1485.2039,5320000.0,3582.0,332500.0,,83104.0,0.0001170336,0.1,1.2849699 +7797.3,7602.5513,0.4203441,1485.5072,5330000.0,3588.0,333125.0,,83264.0,0.0001167776,0.1,1.6096368 +7924.4,7605.1523,0.94377923,1486.2233,5340000.0,3593.0,333750.0,,83424.0,0.0001165216,0.1,1.5847118 +7914.5,7607.947,0.9788077,1486.524,5350000.0,3599.0,334375.0,,83584.0,0.0001162656,0.1,1.5990645 +7915.6,7610.612,1.7641132,1486.4115,5360000.0,3606.0,335000.0,,83744.0,0.0001160096,0.1,1.6301041 +7817.5,7612.3374,1.5139785,1486.7109,5370000.0,3612.0,335625.0,,83904.0,0.0001157536,0.1,1.1917336 +7838.6,7614.9062,1.2713182,1487.0094,5380000.0,3618.0,336250.0,,84032.0,0.0001155488,0.1,1.3660071 +7772.7,7616.411,2.601895,1487.3069,5390000.0,3624.0,336875.0,,84192.0,0.0001152928,0.1,1.5242743 +7874.2,7618.9927,1.390324,1487.6033,5400000.0,3630.0,337500.0,,84352.0,0.0001150368,0.1,1.1995468 +7890.4,7622.794,1.1597624,1487.4897,5410000.0,3637.0,338125.0,,84512.0,0.0001147808,0.1,1.5995908 +7898.8,7626.9624,2.4015088,1487.7848,5420000.0,3643.0,338750.0,,84672.0,0.0001145248,0.1,1.3456368 +7863.5,7630.4087,0.9303783,1488.079,5430000.0,3649.0,339375.0,,84832.0,0.0001142688,0.1,1.4851894 +7844.2,7633.666,1.3392428,1487.965,5440000.0,3656.0,340000.0,,84992.0,0.0001140128,0.1,1.3453832 +7869.3,7636.497,1.3971666,1488.2578,5450000.0,3662.0,340625.0,,85152.0,0.0001137568,0.1,1.560869 +7884.8,7639.5967,1.8783746,1488.5496,5460000.0,3668.0,341250.0,,85312.0,0.0001135008,0.1,1.703649 +7864.9,7642.4043,1.6656275,1488.8405,5470000.0,3674.0,341875.0,,85440.0,0.000113296,0.1,1.2905984 +7776.8,7644.596,1.4999996,1489.1305,5480000.0,3680.0,342500.0,,85600.0,0.00011304,0.1,1.6122646 +7743.0,7646.07,2.993302,1489.0155,5490000.0,3687.0,343125.0,,85760.0,0.000112784,0.1,1.5016012 +7750.0,7647.7505,1.8243744,1488.9009,5500000.0,3694.0,343750.0,,85920.0,0.000112528,0.1,1.3255038 +7832.7,7650.0933,1.2963028,1489.1892,5510000.0,3700.0,344375.0,,86080.0,0.000112272,0.1,1.4977777 +7785.1,7652.5654,1.5517889,1489.4766,5520000.0,3706.0,345000.0,,86240.0,0.000112016,0.1,1.1766906 +7858.6,7655.591,1.3109093,1489.763,5530000.0,3712.0,345625.0,,86400.0,0.00011176,0.1,1.3720976 +7856.2,7657.785,2.1695905,1490.0485,5540000.0,3718.0,346250.0,,86560.0,0.000111504,0.1,1.1635255 +7833.7,7660.2285,1.0318103,1490.333,5550000.0,3724.0,346875.0,,86688.0,0.0001112992,0.1,1.6605792 +7863.6,7662.5215,1.1922051,1490.6166,5560000.0,3730.0,347500.0,,86848.0,0.0001110432,0.1,1.32412 +7861.4,7665.25,0.85803497,1490.8994,5570000.0,3736.0,348125.0,,87008.0,0.0001107872,0.1,1.2180994 +7827.3,7667.299,1.6375808,1491.1812,5580000.0,3742.0,348750.0,,87168.0,0.0001105312,0.1,1.3846889 +7814.9,7668.7236,0.92186403,1491.4622,5590000.0,3748.0,349375.0,,87328.0,0.0001102752,0.1,1.4739857 +7871.3,7670.67,1.0459421,1492.1396,5600000.0,3753.0,350000.0,,87488.0,0.0001100192,0.1,1.4943323 +7862.5,7672.2686,1.2807145,1492.4182,5610000.0,3759.0,350625.0,,87648.0,0.0001097632,0.1,1.2901328 +7926.0,7673.9956,1.1854638,1492.6959,5620000.0,3765.0,351250.0,,87808.0,0.0001095072,0.1,1.3401046 +7950.7,7676.552,2.184491,1492.9727,5630000.0,3771.0,351875.0,,87968.0,0.0001092512,0.1,1.0301602 +7982.2,7679.504,1.0881385,1493.644,5640000.0,3776.0,352500.0,,88096.0,0.0001090464,0.1,1.1720108 +8015.1,7681.759,1.2361956,1493.9186,5650000.0,3782.0,353125.0,,88256.0,0.0001087904,0.1,1.6158154 +8006.8,7684.203,0.94109577,1494.1921,5660000.0,3788.0,353750.0,,88416.0,0.0001085344,0.1,1.4841619 +8036.9,7687.335,2.1839814,1494.465,5670000.0,3794.0,354375.0,,88576.0,0.0001082784,0.1,1.7827688 +7986.3,7689.5723,1.0246472,1495.1302,5680000.0,3799.0,355000.0,,88736.0,0.0001080224,0.1,1.4632628 +8008.3,7691.1904,0.9164278,1495.4008,5690000.0,3805.0,355625.0,,88896.0,0.0001077664,0.1,1.7001712 +8022.3,7693.592,1.5510122,1496.063,5700000.0,3810.0,356250.0,,89056.0,0.0001075104,0.1,1.4510298 +8084.9,7696.45,1.0541595,1496.3312,5710000.0,3816.0,356875.0,,89216.0,0.0001072544,0.1,1.5417122 +8089.8,7699.469,2.4305937,1496.9904,5720000.0,3821.0,357500.0,,89344.0,0.0001070496,0.1,1.5232239 +8074.0,7702.248,1.3015212,1497.2563,5730000.0,3827.0,358125.0,,89504.0,0.0001067936,0.1,1.0777608 +8083.6,7705.058,1.6304865,1497.9124,5740000.0,3832.0,358750.0,,89664.0,0.0001065376,0.1,1.5887864 +8136.2,7708.525,1.1678036,1497.7859,5750000.0,3839.0,359375.0,,89824.0,0.0001062816,0.1,1.5132682 +8164.0,7711.833,0.7865597,1498.0494,5760000.0,3845.0,360000.0,,89984.0,0.0001060256,0.1,1.5167583 +8148.4,7714.3438,0.93238825,1498.3121,5770000.0,3851.0,360625.0,,90144.0,0.0001057696,0.1,1.3489416 +8106.5,7716.683,1.2113492,1498.574,5780000.0,3857.0,361250.0,,90304.0,0.0001055136,0.1,1.4335144 +8081.7,7719.5596,1.3320227,1498.8351,5790000.0,3863.0,361875.0,,90464.0,0.0001052576,0.1,2.1326466 +8129.6,7722.9927,1.5115529,1499.0953,5800000.0,3869.0,362500.0,,90624.0,0.0001050016,0.1,1.2356749 +8138.1,7726.341,3.062724,1499.3549,5810000.0,3875.0,363125.0,,90752.0,0.0001047968,0.1,1.6110668 +8124.9,7729.31,1.6325139,1499.6135,5820000.0,3881.0,363750.0,,90912.0,0.0001045408,0.1,1.1986337 +8110.1,7732.245,1.525645,1499.8713,5830000.0,3887.0,364375.0,,91072.0,0.0001042848,0.1,1.3507824 +8138.9,7734.72,0.80795604,1500.1284,5840000.0,3893.0,365000.0,,91232.0,0.0001040288,0.1,1.1456316 +8150.4,7737.4644,1.1352472,1500.3848,5850000.0,3899.0,365625.0,,91392.0,0.0001037728,0.1,1.3118417 +8212.9,7740.826,1.0714724,1500.6403,5860000.0,3905.0,366250.0,,91552.0,0.0001035168,0.1,1.5844849 +8194.6,7745.5195,1.5506513,1500.8949,5870000.0,3911.0,366875.0,,91712.0,0.0001032608,0.1,1.1045599 +8170.9,7750.0757,1.5106025,1501.1488,5880000.0,3917.0,367500.0,,91872.0,0.0001030048,0.1,1.4284422 +8088.4,7755.1987,1.0414734,1501.402,5890000.0,3923.0,368125.0,,92000.0,0.0001028,0.1,1.3722066 +7934.1,7759.5464,0.9457139,1501.6544,5900000.0,3929.0,368750.0,,92160.0,0.000102544,0.1,1.218997 +7884.5,7764.431,0.8291682,1501.906,5910000.0,3935.0,369375.0,,92320.0,0.000102288,0.1,1.3871154 +7888.6,7770.785,1.1074007,1502.1569,5920000.0,3941.0,370000.0,,92480.0,0.000102032,0.1,1.4707174 +7966.4,7778.578,0.87330353,1502.4069,5930000.0,3947.0,370625.0,,92640.0,0.000101776,0.1,1.5123305 +7827.4,7785.8687,1.7991903,1502.6562,5940000.0,3953.0,371250.0,,92800.0,0.00010152,0.1,1.2391775 +7768.7,7793.6675,1.2794437,1502.9048,5950000.0,3959.0,371875.0,,92960.0,0.000101264,0.1,1.1831138 +7770.5,7802.1006,2.6022372,1503.1526,5960000.0,3965.0,372500.0,,93120.0,0.000101008,0.1,1.568606 +7772.4,7810.496,0.9481423,1503.7783,5970000.0,3970.0,373125.0,,93280.0,0.000100752,0.1,0.99802077 +7681.0,7817.5273,0.9811316,1504.0242,5980000.0,3976.0,373750.0,,93408.0,0.0001005472,0.1,1.7839952 +7659.0,7824.027,1.184487,1504.2692,5990000.0,3982.0,374375.0,,93568.0,0.0001002912,0.1,1.3759301 +7623.8,7828.8267,0.6524808,1504.1364,6000000.0,3989.0,375000.0,,93728.0,0.0001000352,0.1,1.6140989 +7605.7,7833.107,1.1595552,1504.004,6010000.0,3996.0,375625.0,,93888.0,9.97792e-05,0.1,1.1477346 +7629.8,7837.431,0.7249781,1504.2479,6020000.0,4002.0,376250.0,,94048.0,9.95232e-05,0.1,1.3428738 +7671.1,7841.8857,1.1002434,1504.491,6030000.0,4008.0,376875.0,,94208.0,9.92672e-05,0.1,1.0437841 +7731.9,7845.0923,0.8054556,1504.3586,6040000.0,4015.0,377500.0,,94368.0,9.90112e-05,0.1,1.3793023 +7797.2,7848.1816,1.4377254,1504.9751,6050000.0,4020.0,378125.0,,94528.0,9.87552e-05,0.1,1.454819 +7822.9,7850.7676,2.2514195,1505.2161,6060000.0,4026.0,378750.0,,94656.0,9.85504e-05,0.1,1.4425876 +7866.1,7853.7285,0.5495514,1505.4563,6070000.0,4032.0,379375.0,,94816.0,9.82944e-05,0.1,1.4101307 +8001.5,7857.418,2.0328925,1505.6959,6080000.0,4038.0,380000.0,,94976.0,9.80384e-05,0.1,0.9877575 +7975.2,7860.049,1.5368977,1505.5624,6090000.0,4045.0,380625.0,,95136.0,9.77824e-05,0.1,1.6313038 +7984.0,7863.2104,1.943723,1506.1729,6100000.0,4050.0,381250.0,,95296.0,9.75264e-05,0.1,1.129961 +7989.4,7865.8076,0.69366825,1506.039,6110000.0,4057.0,381875.0,,95456.0,9.72704e-05,0.1,1.2467046 +8035.9,7869.1133,1.2551532,1505.9055,6120000.0,4064.0,382500.0,,95616.0,9.70144e-05,0.1,1.248126 +8025.3,7871.9775,0.89845556,1506.1425,6130000.0,4070.0,383125.0,,95776.0,9.67584e-05,0.1,1.2988815 +8029.8,7874.156,1.0467434,1506.3788,6140000.0,4076.0,383750.0,,95936.0,9.65024e-05,0.1,1.2361872 +8071.4,7876.475,1.3716048,1506.6144,6150000.0,4082.0,384375.0,,96064.0,9.62976e-05,0.1,1.4335692 +8107.2,7878.8823,1.0194649,1506.8494,6160000.0,4088.0,385000.0,,96224.0,9.60416e-05,0.1,1.7927475 +8089.3,7882.078,0.94867724,1507.0835,6170000.0,4094.0,385625.0,,96384.0,9.57856e-05,0.1,1.6642172 +8099.9,7885.324,0.86061454,1507.317,6180000.0,4100.0,386250.0,,96544.0,9.55296e-05,0.1,1.1885772 +8081.2,7889.5205,1.3953154,1507.1829,6190000.0,4107.0,386875.0,,96704.0,9.52736e-05,0.1,1.262032 +8093.8,7894.5273,0.4633207,1507.7821,6200000.0,4112.0,387500.0,,96864.0,9.50176e-05,0.1,1.3919176 +8018.8,7898.5996,1.1023897,1508.0135,6210000.0,4118.0,388125.0,,97024.0,9.47616e-05,0.1,1.2448456 +7865.9,7900.607,0.62670803,1508.2444,6220000.0,4124.0,388750.0,,97184.0,9.45056e-05,0.1,1.8534276 +7793.9,7901.576,1.3695579,1508.4746,6230000.0,4130.0,389375.0,,97312.0,9.43008e-05,0.1,1.2742697 +7763.2,7902.75,1.0873408,1508.7041,6240000.0,4136.0,390000.0,,97472.0,9.40448e-05,0.1,1.5683643 +7745.2,7903.6987,1.7541454,1508.9329,6250000.0,4142.0,390625.0,,97632.0,9.37888e-05,0.1,1.3687007 +7652.5,7904.536,2.3933277,1509.161,6260000.0,4148.0,391250.0,,97792.0,9.35328e-05,0.1,1.7437507 +7560.2,7904.8213,1.616684,1509.3885,6270000.0,4154.0,391875.0,,97952.0,9.32768e-05,0.1,1.320719 +7566.1,7905.897,1.7300062,1509.6154,6280000.0,4160.0,392500.0,,98112.0,9.30208e-05,0.1,1.537487 +7532.7,7906.8213,0.9153433,1509.8416,6290000.0,4166.0,393125.0,,98272.0,9.27648e-05,0.1,1.3632748 +7523.9,7906.2476,1.130409,1510.0671,6300000.0,4172.0,393750.0,,98432.0,9.25088e-05,0.1,1.4216661 +7572.9,7905.6167,1.0592211,1510.292,6310000.0,4178.0,394375.0,,98592.0,9.22528e-05,0.1,1.4294691 +7562.9,7905.1343,1.8923956,1510.8773,6320000.0,4183.0,395000.0,,98720.0,9.2048e-05,0.1,1.4674616 +7501.0,7902.1714,1.2201352,1511.1005,6330000.0,4189.0,395625.0,,98880.0,9.1792e-05,0.1,1.4561489 +7544.6,7898.3735,0.9663446,1511.323,6340000.0,4195.0,396250.0,,99040.0,9.1536e-05,0.1,1.4997317 +7598.0,7895.209,0.55363995,1511.5449,6350000.0,4201.0,396875.0,,99200.0,9.128e-05,0.1,1.4111785 +7697.3,7893.0254,2.0632393,1511.4069,6360000.0,4208.0,397500.0,,99360.0,9.1024e-05,0.1,1.3436351 +7719.4,7892.045,1.9205701,1511.6279,6370000.0,4214.0,398125.0,,99520.0,9.0768e-05,0.1,1.55958 +7685.4,7890.5127,1.4707752,1511.8484,6380000.0,4220.0,398750.0,,99680.0,9.0512e-05,0.1,1.3573675 +7739.0,7890.176,2.1500964,1512.0681,6390000.0,4226.0,399375.0,,99840.0,9.0256e-05,0.1,1.3623917 +7770.7,7889.14,1.431782,1511.93,6400000.0,4233.0,400000.0,,100000.0,9e-05,0.1,1.5768744 +7757.2,7887.8086,2.555181,1512.149,6410000.0,4239.0,400625.0,,100128.0,8.97952e-05,0.1,1.5968587 +7771.4,7886.534,1.791556,1512.3674,6420000.0,4245.0,401250.0,,100288.0,8.95392e-05,0.1,1.4771153 +7763.2,7885.5312,1.128374,1512.5853,6430000.0,4251.0,401875.0,,100448.0,8.92832e-05,0.1,1.3402998 +7654.4,7883.6333,0.57071215,1512.4471,6440000.0,4258.0,402500.0,,100608.0,8.90272e-05,0.1,1.4096454 +7568.0,7880.6206,1.0530742,1512.6642,6450000.0,4264.0,403125.0,,100768.0,8.87712e-05,0.1,0.88269585 +7625.6,7878.029,0.54910773,1512.8806,6460000.0,4270.0,403750.0,,100928.0,8.85152e-05,0.1,1.4945779 +7618.3,7875.563,0.580186,1512.7426,6470000.0,4277.0,404375.0,,101088.0,8.82592e-05,0.1,1.0433427 +7587.9,7873.6743,0.6242524,1512.9583,6480000.0,4283.0,405000.0,,101248.0,8.80032e-05,0.1,1.2891433 +7634.1,7872.5854,0.662248,1513.1732,6490000.0,4289.0,405625.0,,101376.0,8.77984e-05,0.1,1.6111624 +7605.0,7871.1357,1.2605155,1513.7401,6500000.0,4294.0,406250.0,,101536.0,8.75424e-05,0.1,1.0388007 +7687.8,7869.686,1.2693062,1513.6014,6510000.0,4301.0,406875.0,,101696.0,8.72864e-05,0.1,1.702637 +7700.1,7868.837,2.1031802,1514.1663,6520000.0,4306.0,407500.0,,101856.0,8.70304e-05,0.1,1.4253051 +7704.5,7867.295,1.3706311,1514.3784,6530000.0,4312.0,408125.0,,102016.0,8.67744e-05,0.1,1.6508223 +7770.9,7866.442,1.291149,1514.5901,6540000.0,4318.0,408750.0,,102176.0,8.65184e-05,0.1,1.1283517 +7850.0,7866.605,0.4726266,1514.8011,6550000.0,4324.0,409375.0,,102336.0,8.62624e-05,0.1,1.3888974 +7911.1,7867.08,2.0878487,1515.0116,6560000.0,4330.0,410000.0,,102496.0,8.60064e-05,0.1,1.1127158 +7898.5,7867.4507,1.6431179,1515.5709,6570000.0,4335.0,410625.0,,102656.0,8.57504e-05,0.1,1.2233202 +8008.3,7869.261,1.5143085,1515.7798,6580000.0,4341.0,411250.0,,102784.0,8.55456e-05,0.1,1.4015162 +8040.0,7871.5127,1.5696228,1515.6394,6590000.0,4348.0,411875.0,,102944.0,8.52896e-05,0.1,1.5626101 +8014.7,7872.9463,1.0437165,1515.4994,6600000.0,4355.0,412500.0,,103104.0,8.50336e-05,0.1,1.410019 +8028.2,7874.603,0.7627503,1515.7074,6610000.0,4361.0,413125.0,,103264.0,8.47776e-05,0.1,1.5041375 +8049.2,7875.8345,2.1523144,1515.9148,6620000.0,4367.0,413750.0,,103424.0,8.45216e-05,0.1,1.4332592 +8018.9,7876.516,1.7887726,1516.1217,6630000.0,4373.0,414375.0,,103584.0,8.42656e-05,0.1,1.4940846 +8025.4,7876.948,2.4865603,1515.9817,6640000.0,4380.0,415000.0,,103744.0,8.40096e-05,0.1,1.7592156 +8029.9,7877.0957,1.6296027,1516.1879,6650000.0,4386.0,415625.0,,103904.0,8.37536e-05,0.1,1.4958156 +7978.2,7876.81,2.1177602,1516.7388,6660000.0,4391.0,416250.0,,104032.0,8.35488e-05,0.1,1.386941 +7973.6,7876.1777,2.4023316,1516.9434,6670000.0,4397.0,416875.0,,104192.0,8.32928e-05,0.1,1.480246 +8018.3,7876.4976,0.73750585,1517.1473,6680000.0,4403.0,417500.0,,104352.0,8.30368e-05,0.1,1.5798281 +7954.0,7875.955,1.1378739,1517.3508,6690000.0,4409.0,418125.0,,104512.0,8.27808e-05,0.1,1.6016543 +7928.9,7875.0205,0.91697407,1517.5538,6700000.0,4415.0,418750.0,,104672.0,8.25248e-05,0.1,1.2299371 +7987.1,7874.043,2.949406,1517.7561,6710000.0,4421.0,419375.0,,104832.0,8.22688e-05,0.1,1.249866 +7956.2,7872.707,1.2362661,1517.958,6720000.0,4427.0,420000.0,,104992.0,8.20128e-05,0.1,1.141572 +8009.7,7872.064,1.9453956,1517.8169,6730000.0,4434.0,420625.0,,105152.0,8.17568e-05,0.1,1.3732288 +8011.7,7871.344,3.2072668,1518.36,6740000.0,4439.0,421250.0,,105312.0,8.15008e-05,0.1,1.5278767 +8007.8,7870.0605,1.2732254,1518.5602,6750000.0,4445.0,421875.0,,105440.0,8.1296e-05,0.1,1.6624722 +7977.5,7868.196,1.1151187,1519.1011,6760000.0,4450.0,422500.0,,105600.0,8.104e-05,0.1,1.7693789 +7984.7,7866.5586,1.1313593,1519.2998,6770000.0,4456.0,423125.0,,105760.0,8.0784e-05,0.1,1.1889626 +7924.7,7864.7407,0.65622205,1519.8386,6780000.0,4461.0,423750.0,,105920.0,8.0528e-05,0.1,1.2948296 +7903.1,7862.955,2.4432056,1520.0358,6790000.0,4467.0,424375.0,,106080.0,8.0272e-05,0.1,1.4356774 +7846.1,7860.12,1.7139889,1520.2325,6800000.0,4473.0,425000.0,,106240.0,8.0016e-05,0.1,1.7158964 +7738.0,7856.119,1.2525005,1520.4287,6810000.0,4479.0,425625.0,,106400.0,7.976e-05,0.1,1.4524086 +7680.4,7851.6743,2.0804586,1520.6243,6820000.0,4485.0,426250.0,,106560.0,7.9504e-05,0.1,1.3186803 +7686.5,7847.438,1.2780136,1520.8195,6830000.0,4491.0,426875.0,,106688.0,7.92992e-05,0.1,1.1030138 +7642.5,7842.4736,1.2773408,1521.014,6840000.0,4497.0,427500.0,,106848.0,7.90432e-05,0.1,1.6539694 +7575.4,7836.7236,1.8308737,1521.546,6850000.0,4502.0,428125.0,,107008.0,7.87872e-05,0.1,1.4482515 +7514.0,7829.735,1.1188896,1521.7391,6860000.0,4508.0,428750.0,,107168.0,7.85312e-05,0.1,1.1056781 +7586.4,7823.6523,1.2825147,1521.9318,6870000.0,4514.0,429375.0,,107328.0,7.82752e-05,0.1,1.3655831 +7564.9,7817.5923,1.1574442,1522.1239,6880000.0,4520.0,430000.0,,107488.0,7.80192e-05,0.1,1.2801526 +7566.2,7812.3706,0.5870794,1522.3156,6890000.0,4526.0,430625.0,,107648.0,7.77632e-05,0.1,1.0387667 +7553.5,7808.5645,2.3001416,1522.1708,6900000.0,4533.0,431250.0,,107808.0,7.75072e-05,0.1,1.4737853 +7585.6,7805.5757,1.5765045,1522.3617,6910000.0,4539.0,431875.0,,107968.0,7.72512e-05,0.1,1.641084 +7588.0,7802.571,1.1807791,1522.8873,6920000.0,4544.0,432500.0,,108096.0,7.70464e-05,0.1,1.4084456 +7607.4,7798.98,0.9927301,1523.0769,6930000.0,4550.0,433125.0,,108256.0,7.67904e-05,0.1,1.2550918 +7740.5,7798.1113,1.3032184,1523.6005,6940000.0,4555.0,433750.0,,108416.0,7.65344e-05,0.1,1.5675113 +7750.3,7797.927,1.1858357,1523.7887,6950000.0,4561.0,434375.0,,108576.0,7.62784e-05,0.1,1.5234382 +7796.1,7798.183,0.53939044,1523.6427,6960000.0,4568.0,435000.0,,108736.0,7.60224e-05,0.1,1.2468507 +7789.9,7798.358,1.0132807,1523.8303,6970000.0,4574.0,435625.0,,108896.0,7.57664e-05,0.1,1.2966661 +7808.2,7799.63,2.1121154,1524.0175,6980000.0,4580.0,436250.0,,109056.0,7.55104e-05,0.1,1.3956783 +7908.6,7802.1265,0.7999838,1524.2041,6990000.0,4586.0,436875.0,,109216.0,7.52544e-05,0.1,1.5653034 +7834.0,7804.228,1.9004864,1524.3903,7000000.0,4592.0,437500.0,,109344.0,7.50496e-05,0.1,1.4589932 +7829.5,7806.4663,0.73983663,1524.5759,7010000.0,4598.0,438125.0,,109504.0,7.47936e-05,0.1,1.6342525 +7915.9,7809.3267,0.34693736,1525.0923,7020000.0,4603.0,438750.0,,109664.0,7.45376e-05,0.1,1.592942 +7918.3,7811.799,1.467675,1525.2766,7030000.0,4609.0,439375.0,,109824.0,7.42816e-05,0.1,1.5984088 +7977.1,7814.2505,1.7620925,1525.4604,7040000.0,4615.0,440000.0,,109984.0,7.40256e-05,0.1,1.6813726 +8014.5,7816.4243,1.4585469,1525.6438,7050000.0,4621.0,440625.0,,110144.0,7.37696e-05,0.1,1.2670727 +7991.6,7818.112,0.9359475,1525.8267,7060000.0,4627.0,441250.0,,110304.0,7.35136e-05,0.1,1.1725142 +8101.1,7820.4614,1.2606344,1525.6798,7070000.0,4634.0,441875.0,,110464.0,7.32576e-05,0.1,1.2246494 +8015.8,7820.6045,1.1986605,1525.862,7080000.0,4640.0,442500.0,,110624.0,7.30016e-05,0.1,1.6191763 +8054.4,7821.3965,0.7946683,1526.044,7090000.0,4646.0,443125.0,,110752.0,7.27968e-05,0.1,1.3953164 +8020.8,7821.7637,1.665808,1525.8972,7100000.0,4653.0,443750.0,,110912.0,7.25408e-05,0.1,1.4533026 +8031.1,7822.181,1.4694833,1525.7511,7110000.0,4660.0,444375.0,,111072.0,7.22848e-05,0.1,1.5099361 +8031.6,7822.1387,1.0017042,1525.6053,7120000.0,4667.0,445000.0,,111232.0,7.20288e-05,0.1,1.7379168 +8081.3,7822.6987,1.0750554,1526.113,7130000.0,4672.0,445625.0,,111392.0,7.17728e-05,0.1,1.4386163 +8009.2,7822.4927,1.6003723,1526.2933,7140000.0,4678.0,446250.0,,111552.0,7.15168e-05,0.1,1.642955 +8061.8,7822.3965,1.5345757,1526.1473,7150000.0,4685.0,446875.0,,111712.0,7.12608e-05,0.1,1.5505754 +8015.6,7821.4805,0.8883599,1526.327,7160000.0,4691.0,447500.0,,111872.0,7.10048e-05,0.1,1.3009579 +8015.8,7820.7456,1.1150776,1526.5062,7170000.0,4697.0,448125.0,,112000.0,7.08e-05,0.1,1.2849371 +8004.8,7819.7944,0.76502264,1527.0098,7180000.0,4702.0,448750.0,,112160.0,7.0544e-05,0.1,1.2299523 +8049.2,7819.4746,0.96604365,1527.1877,7190000.0,4708.0,449375.0,,112320.0,7.0288e-05,0.1,1.2352601 +8040.4,7818.9395,1.279192,1527.3652,7200000.0,4714.0,450000.0,,112480.0,7.0032e-05,0.1,1.2945764 +8041.6,7819.168,1.3560836,1527.5424,7210000.0,4720.0,450625.0,,112640.0,6.9776e-05,0.1,1.430515 +8107.2,7821.58,1.3236009,1528.0424,7220000.0,4725.0,451250.0,,112800.0,6.952e-05,0.1,1.478678 +8106.1,7824.703,1.8812176,1528.2181,7230000.0,4731.0,451875.0,,112960.0,6.9264e-05,0.1,1.4631307 +8009.5,7827.1655,1.7086139,1528.3936,7240000.0,4737.0,452500.0,,113120.0,6.9008e-05,0.1,1.8853209 +8017.0,7829.8843,1.0985543,1528.5684,7250000.0,4743.0,453125.0,,113280.0,6.8752e-05,0.1,1.3318528 +8038.6,7833.745,1.1927,1529.0648,7260000.0,4748.0,453750.0,,113408.0,6.85472e-05,0.1,1.1332462 +8018.7,7838.33,0.98673195,1529.5603,7270000.0,4753.0,454375.0,,113568.0,6.82912e-05,0.1,1.3898821 +8007.4,7842.7427,1.4290646,1529.7332,7280000.0,4759.0,455000.0,,113728.0,6.80352e-05,0.1,1.3482665 +7973.7,7847.1523,1.4084435,1529.9055,7290000.0,4765.0,455625.0,,113888.0,6.77792e-05,0.1,1.2415601 +7945.2,7851.365,1.451895,1530.0775,7300000.0,4771.0,456250.0,,114048.0,6.75232e-05,0.1,1.0389138 +7900.7,7854.643,1.0767866,1530.2491,7310000.0,4777.0,456875.0,,114208.0,6.72672e-05,0.1,1.4905792 +7875.9,7857.773,1.138209,1530.4203,7320000.0,4783.0,457500.0,,114368.0,6.70112e-05,0.1,1.4732639 +7842.1,7861.1846,1.5151106,1530.591,7330000.0,4789.0,458125.0,,114528.0,6.67552e-05,0.1,1.4380594 +7859.3,7864.332,0.8043283,1530.7612,7340000.0,4795.0,458750.0,,114656.0,6.65504e-05,0.1,1.1472781 +7764.6,7865.998,0.5375054,1530.6123,7350000.0,4802.0,459375.0,,114816.0,6.62944e-05,0.1,1.4887558 +7728.9,7866.3145,2.446803,1530.782,7360000.0,4808.0,460000.0,,114976.0,6.60384e-05,0.1,1.305901 +7749.9,7866.6187,1.2659773,1531.2695,7370000.0,4813.0,460625.0,,115136.0,6.57824e-05,0.1,1.7257106 +7768.8,7867.453,1.452263,1531.1204,7380000.0,4820.0,461250.0,,115296.0,6.55264e-05,0.1,1.0650411 +7743.4,7867.497,1.0667877,1531.2888,7390000.0,4826.0,461875.0,,115456.0,6.52704e-05,0.1,1.5940701 +7733.6,7867.1255,1.8907579,1531.4569,7400000.0,4832.0,462500.0,,115616.0,6.50144e-05,0.1,1.2673225 +7758.1,7867.1357,0.672727,1531.6246,7410000.0,4838.0,463125.0,,115776.0,6.47584e-05,0.1,2.0178885 +7718.3,7866.6045,1.8428633,1531.7919,7420000.0,4844.0,463750.0,,115936.0,6.45024e-05,0.1,1.2187395 +7667.3,7865.6465,1.9587986,1531.9587,7430000.0,4850.0,464375.0,,116064.0,6.42976e-05,0.1,1.2759646 +7567.6,7864.7773,1.1748408,1532.1252,7440000.0,4856.0,465000.0,,116224.0,6.40416e-05,0.1,1.2662256 +7492.5,7864.0225,1.3444648,1532.2913,7450000.0,4862.0,465625.0,,116384.0,6.37856e-05,0.1,1.5779426 +7445.9,7862.225,1.7352725,1532.7717,7460000.0,4867.0,466250.0,,116544.0,6.35296e-05,0.1,1.046715 +7459.2,7860.6343,1.185789,1532.9366,7470000.0,4873.0,466875.0,,116704.0,6.32736e-05,0.1,1.7065334 +7380.2,7858.556,2.498638,1533.1011,7480000.0,4879.0,467500.0,,116864.0,6.30176e-05,0.1,1.4848534 +7430.3,7856.5186,1.0413196,1533.2651,7490000.0,4885.0,468125.0,,117024.0,6.27616e-05,0.1,1.4849927 +7444.7,7854.916,2.0506914,1533.7423,7500000.0,4890.0,468750.0,,117184.0,6.25056e-05,0.1,1.5100632 +7453.4,7852.572,0.954163,1534.2186,7510000.0,4895.0,469375.0,,117312.0,6.23008e-05,0.1,1.0994998 +7426.6,7849.8374,1.9644591,1534.3807,7520000.0,4901.0,470000.0,,117472.0,6.20448e-05,0.1,1.3818488 +7318.0,7845.9717,2.6029494,1534.5425,7530000.0,4907.0,470625.0,,117632.0,6.17888e-05,0.1,1.3773028 +7352.7,7841.7905,0.6036148,1534.7039,7540000.0,4913.0,471250.0,,117792.0,6.15328e-05,0.1,1.5843546 +7485.5,7838.1455,1.4158162,1534.8649,7550000.0,4919.0,471875.0,,117952.0,6.12768e-05,0.1,1.3409144 +7503.2,7834.0664,1.7006327,1535.0254,7560000.0,4925.0,472500.0,,118112.0,6.10208e-05,0.1,1.40098 +7525.1,7830.3325,1.5809166,1535.1855,7570000.0,4931.0,473125.0,,118272.0,6.07648e-05,0.1,1.3001124 +7638.4,7826.6333,0.6855699,1535.3453,7580000.0,4937.0,473750.0,,118432.0,6.05088e-05,0.1,1.0858736 +7633.6,7822.5693,0.8615671,1535.5048,7590000.0,4943.0,474375.0,,118592.0,6.02528e-05,0.1,1.405376 +7678.5,7819.2075,1.5838797,1535.9741,7600000.0,4948.0,475000.0,,118720.0,6.0048e-05,0.1,1.5478009 +7746.2,7816.3867,1.2213118,1536.1324,7610000.0,4954.0,475625.0,,118880.0,5.9792e-05,0.1,1.5307627 +7684.1,7812.7363,1.8507798,1536.2903,7620000.0,4960.0,476250.0,,119040.0,5.9536e-05,0.1,1.1023729 +7667.3,7809.22,1.8007054,1536.1385,7630000.0,4967.0,476875.0,,119200.0,5.928e-05,0.1,1.3596476 +7643.3,7805.3994,2.054029,1536.605,7640000.0,4972.0,477500.0,,119360.0,5.9024e-05,0.1,0.9629158 +7694.6,7802.047,2.2235277,1536.7617,7650000.0,4978.0,478125.0,,119520.0,5.8768e-05,0.1,1.3238075 +7737.7,7799.641,0.4124559,1536.9181,7660000.0,4984.0,478750.0,,119680.0,5.8512e-05,0.1,1.7086024 +7677.9,7796.6836,1.007561,1537.0741,7670000.0,4990.0,479375.0,,119840.0,5.8256e-05,0.1,0.89119804 +7622.4,7792.7246,0.69871366,1537.2297,7680000.0,4996.0,480000.0,,120000.0,5.8e-05,0.1,1.542759 +7595.1,7789.1357,3.358208,1537.6925,7690000.0,5001.0,480625.0,,120128.0,5.77952e-05,0.1,1.2509327 +7536.9,7785.216,1.1753777,1537.847,7700000.0,5007.0,481250.0,,120288.0,5.75392e-05,0.1,1.5381348 +7559.9,7780.944,1.4253446,1537.6945,7710000.0,5014.0,481875.0,,120448.0,5.72832e-05,0.1,1.739318 +7577.3,7777.1543,1.277776,1537.8486,7720000.0,5020.0,482500.0,,120608.0,5.70272e-05,0.1,1.3538612 +7521.6,7772.274,1.8571322,1538.0024,7730000.0,5026.0,483125.0,,120768.0,5.67712e-05,0.1,1.934645 +7504.2,7767.1987,1.1116923,1538.1558,7740000.0,5032.0,483750.0,,120928.0,5.65152e-05,0.1,1.3817024 +7610.6,7763.2275,0.68782794,1538.6143,7750000.0,5037.0,484375.0,,121088.0,5.62592e-05,0.1,1.1977825 +7666.8,7760.12,1.4824518,1538.7666,7760000.0,5043.0,485000.0,,121248.0,5.60032e-05,0.1,1.1090658 +7654.7,7756.821,0.56437075,1538.9186,7770000.0,5049.0,485625.0,,121376.0,5.57984e-05,0.1,1.1699785 +7704.6,7754.62,1.2777939,1539.0702,7780000.0,5055.0,486250.0,,121536.0,5.55424e-05,0.1,1.4291235 +7611.5,7751.7036,1.440273,1539.2216,7790000.0,5061.0,486875.0,,121696.0,5.52864e-05,0.1,1.6213372 +7726.3,7750.505,1.2183315,1539.3724,7800000.0,5067.0,487500.0,,121856.0,5.50304e-05,0.1,1.532198 +7803.2,7751.1577,2.3228924,1539.523,7810000.0,5073.0,488125.0,,122016.0,5.47744e-05,0.1,1.2413955 +7812.8,7752.4814,2.1940837,1539.6732,7820000.0,5079.0,488750.0,,122176.0,5.45184e-05,0.1,1.3965149 +7826.5,7753.8813,1.8001003,1539.5203,7830000.0,5086.0,489375.0,,122336.0,5.42624e-05,0.1,1.6143079 +7920.2,7756.6577,1.0210121,1539.67,7840000.0,5092.0,490000.0,,122496.0,5.40064e-05,0.1,1.4220403 +7853.0,7759.4336,0.7209124,1540.1216,7850000.0,5097.0,490625.0,,122656.0,5.37504e-05,0.1,1.3787959 +7807.1,7762.365,2.1245751,1540.2704,7860000.0,5103.0,491250.0,,122784.0,5.35456e-05,0.1,1.3365557 +7789.9,7764.4,1.2103533,1540.4188,7870000.0,5109.0,491875.0,,122944.0,5.32896e-05,0.1,1.7452385 +7786.6,7766.6177,0.7879542,1540.567,7880000.0,5115.0,492500.0,,123104.0,5.30336e-05,0.1,1.1366001 +7722.2,7768.177,0.41697663,1540.7147,7890000.0,5121.0,493125.0,,123264.0,5.27776e-05,0.1,1.1897429 +7615.2,7768.794,0.4111746,1540.5616,7900000.0,5128.0,493750.0,,123424.0,5.25216e-05,0.1,1.2413211 +7515.2,7768.09,0.8522465,1540.709,7910000.0,5134.0,494375.0,,123584.0,5.22656e-05,0.1,1.6280668 +7595.3,7768.1626,1.8076704,1540.8561,7920000.0,5140.0,495000.0,,123744.0,5.20096e-05,0.1,1.2409766 +7701.5,7769.1045,1.0395702,1540.7034,7930000.0,5147.0,495625.0,,123904.0,5.17536e-05,0.1,1.5113738 +7684.1,7768.54,1.3065568,1541.149,7940000.0,5152.0,496250.0,,124032.0,5.15488e-05,0.1,1.3094376 +7682.9,7767.866,1.2539665,1541.295,7950000.0,5158.0,496875.0,,124192.0,5.12928e-05,0.1,1.4467568 +7742.0,7767.325,1.9467553,1541.1423,7960000.0,5165.0,497500.0,,124352.0,5.10368e-05,0.1,1.1901927 +7693.1,7766.3574,3.1257305,1541.288,7970000.0,5171.0,498125.0,,124512.0,5.07808e-05,0.1,1.4854039 +7728.5,7765.56,1.111296,1541.1356,7980000.0,5178.0,498750.0,,124672.0,5.05248e-05,0.1,1.5214422 +7703.4,7763.5083,1.0068073,1541.2809,7990000.0,5184.0,499375.0,,124832.0,5.02688e-05,0.1,0.94016314 +7760.0,7762.768,0.45634523,1541.4258,8000000.0,5190.0,500000.0,,124992.0,5.00128e-05,0.1,1.9522767 +7649.2,7760.9644,2.2546098,1541.2738,8010000.0,5197.0,500625.0,,125152.0,4.97568e-05,0.1,1.3405787 +7646.1,7758.267,1.8281788,1541.4185,8020000.0,5203.0,501250.0,,125312.0,4.95008e-05,0.1,1.5326073 +7680.5,7755.889,1.3693068,1541.5626,8030000.0,5209.0,501875.0,,125440.0,4.9296e-05,0.1,1.3019778 +7623.1,7752.3496,1.078242,1541.7067,8040000.0,5215.0,502500.0,,125600.0,4.904e-05,0.1,1.378732 +7689.9,7749.103,1.3380419,1541.5549,8050000.0,5222.0,503125.0,,125760.0,4.8784e-05,0.1,1.091001 +7650.8,7745.696,0.6881233,1541.6985,8060000.0,5228.0,503750.0,,125920.0,4.8528e-05,0.1,1.3575752 +7634.0,7741.0244,1.1399367,1541.8418,8070000.0,5234.0,504375.0,,126080.0,4.8272e-05,0.1,1.4398499 +7481.8,7735.6846,2.986599,1541.6906,8080000.0,5241.0,505000.0,,126240.0,4.8016e-05,0.1,1.8828654 +7466.8,7729.808,2.2646806,1541.5397,8090000.0,5248.0,505625.0,,126400.0,4.776e-05,0.1,1.2161231 +7479.3,7724.3936,1.0488418,1541.6825,8100000.0,5254.0,506250.0,,126560.0,4.7504e-05,0.1,1.4402173 +7529.2,7719.3745,1.153035,1541.8251,8110000.0,5260.0,506875.0,,126688.0,4.72992e-05,0.1,1.2096343 +7587.5,7714.933,1.2099416,1541.9673,8120000.0,5266.0,507500.0,,126848.0,4.70432e-05,0.1,1.3862021 +7697.8,7711.098,1.0718598,1542.1093,8130000.0,5272.0,508125.0,,127008.0,4.67872e-05,0.1,1.8077039 +7694.8,7707.9546,1.1212597,1542.2509,8140000.0,5278.0,508750.0,,127168.0,4.65312e-05,0.1,1.2083193 +7771.3,7705.0493,1.1600865,1542.1003,8150000.0,5285.0,509375.0,,127328.0,4.62752e-05,0.1,1.7938695 +7768.9,7702.582,1.2269213,1542.2416,8160000.0,5291.0,510000.0,,127488.0,4.60192e-05,0.1,1.2568145 +7756.3,7699.987,1.060549,1542.3824,8170000.0,5297.0,510625.0,,127648.0,4.57632e-05,0.1,1.6359465 +7771.6,7697.655,1.2332109,1542.5231,8180000.0,5303.0,511250.0,,127808.0,4.55072e-05,0.1,1.1844778 +7799.6,7695.159,0.78242934,1542.6635,8190000.0,5309.0,511875.0,,127968.0,4.52512e-05,0.1,1.3596791 +7787.1,7692.627,0.93831366,1542.8033,8200000.0,5315.0,512500.0,,128096.0,4.50464e-05,0.1,1.1715074 +7850.3,7690.713,0.9272121,1542.9431,8210000.0,5321.0,513125.0,,128256.0,4.47904e-05,0.1,1.4667437 +8011.1,7689.7524,1.278568,1543.3722,8220000.0,5326.0,513750.0,,128416.0,4.45344e-05,0.1,1.4367027 +8049.7,7689.188,0.88865465,1543.5109,8230000.0,5332.0,514375.0,,128576.0,4.42784e-05,0.1,1.1813256 +8074.4,7689.8374,1.0648257,1543.6493,8240000.0,5338.0,515000.0,,128736.0,4.40224e-05,0.1,1.1918186 +7983.4,7689.5005,1.147417,1543.7875,8250000.0,5344.0,515625.0,,128896.0,4.37664e-05,0.1,1.0827082 +7945.3,7688.5674,2.2432213,1543.9253,8260000.0,5350.0,516250.0,,129056.0,4.35104e-05,0.1,1.3530498 +7888.2,7687.2627,2.0752637,1544.0627,8270000.0,5356.0,516875.0,,129216.0,4.32544e-05,0.1,1.2489414 +7922.9,7686.4175,1.4522805,1544.4879,8280000.0,5361.0,517500.0,,129344.0,4.30496e-05,0.1,1.3849709 +7855.5,7685.236,1.0001836,1544.6245,8290000.0,5367.0,518125.0,,129504.0,4.27936e-05,0.1,1.1881382 +7954.1,7685.325,1.9013754,1544.7609,8300000.0,5373.0,518750.0,,129664.0,4.25376e-05,0.1,1.5223011 +7961.1,7685.9287,0.55613446,1544.8969,8310000.0,5379.0,519375.0,,129824.0,4.22816e-05,0.1,1.6610548 +8012.8,7687.299,1.2647812,1544.7456,8320000.0,5386.0,520000.0,,129984.0,4.20256e-05,0.1,1.41207 +7985.8,7688.735,0.41849253,1544.8813,8330000.0,5392.0,520625.0,,130144.0,4.17696e-05,0.1,1.475613 +7963.8,7689.781,1.9880664,1544.7305,8340000.0,5399.0,521250.0,,130304.0,4.15136e-05,0.1,1.131912 +7922.4,7691.3574,0.30325332,1545.1517,8350000.0,5404.0,521875.0,,130464.0,4.12576e-05,0.1,1.3208952 +7917.7,7693.2456,1.6183577,1545.2865,8360000.0,5410.0,522500.0,,130624.0,4.10016e-05,0.1,0.95175326 +7875.8,7694.5044,1.2206312,1545.421,8370000.0,5416.0,523125.0,,130752.0,4.07968e-05,0.1,1.632324 +7870.1,7695.5176,1.7114326,1545.2701,8380000.0,5423.0,523750.0,,130912.0,4.05408e-05,0.1,1.7248039 +7952.3,7697.607,0.84878844,1545.4043,8390000.0,5429.0,524375.0,,131072.0,4.02848e-05,0.1,1.4919882 +8011.2,7700.3833,2.9340117,1545.5382,8400000.0,5435.0,525000.0,,131232.0,4.00288e-05,0.1,1.1171896 +8015.5,7702.957,2.5326738,1545.6718,8410000.0,5441.0,525625.0,,131392.0,3.97728e-05,0.1,1.4809129 +8048.5,7706.259,0.8108821,1545.805,8420000.0,5447.0,526250.0,,131552.0,3.95168e-05,0.1,1.0708549 +8129.6,7710.882,1.7732495,1546.2216,8430000.0,5452.0,526875.0,,131712.0,3.92608e-05,0.1,1.1615385 +8102.4,7716.23,2.201917,1546.354,8440000.0,5458.0,527500.0,,131872.0,3.90048e-05,0.1,1.4067397 +8099.9,7722.3037,1.6154032,1546.4861,8450000.0,5464.0,528125.0,,132000.0,3.88e-05,0.1,1.6367192 +8156.6,7729.411,2.5012524,1546.6179,8460000.0,5470.0,528750.0,,132160.0,3.8544e-05,0.1,1.4217346 +8109.5,7735.9136,1.6820692,1546.467,8470000.0,5477.0,529375.0,,132320.0,3.8288e-05,0.1,1.5938461 +8111.3,7743.225,1.3310492,1546.5986,8480000.0,5483.0,530000.0,,132480.0,3.8032e-05,0.1,1.4176183 +8054.3,7749.466,1.2148411,1546.7299,8490000.0,5489.0,530625.0,,132640.0,3.7776e-05,0.1,1.3606107 +8148.7,7756.505,1.4659925,1546.8608,8500000.0,5495.0,531250.0,,132800.0,3.752e-05,0.1,1.2742301 +8119.9,7763.17,1.2452844,1546.9915,8510000.0,5501.0,531875.0,,132960.0,3.7264e-05,0.1,1.5685276 +8118.5,7770.089,2.1489835,1547.1218,8520000.0,5507.0,532500.0,,133120.0,3.7008e-05,0.1,1.1815903 +8073.3,7777.642,1.3599803,1547.252,8530000.0,5513.0,533125.0,,133280.0,3.6752e-05,0.1,1.2497084 +8018.9,7784.303,1.4592224,1547.3817,8540000.0,5519.0,533750.0,,133408.0,3.65472e-05,0.1,1.4097351 +7960.3,7789.052,1.0105247,1547.5114,8550000.0,5525.0,534375.0,,133568.0,3.62912e-05,0.1,1.3044653 +7891.6,7792.936,0.4945734,1547.6406,8560000.0,5531.0,535000.0,,133728.0,3.60352e-05,0.1,1.3829787 +7908.1,7796.767,1.9778116,1547.4901,8570000.0,5538.0,535625.0,,133888.0,3.57792e-05,0.1,1.3369049 +7892.9,7799.311,1.4435831,1547.619,8580000.0,5544.0,536250.0,,134048.0,3.55232e-05,0.1,1.767612 +7858.4,7801.5586,2.9634507,1547.7478,8590000.0,5550.0,536875.0,,134208.0,3.52672e-05,0.1,1.2264118 +7846.3,7803.237,1.736054,1548.1548,8600000.0,5555.0,537500.0,,134368.0,3.50112e-05,0.1,1.6367292 +7901.8,7804.7925,1.7700714,1548.2827,8610000.0,5561.0,538125.0,,134528.0,3.47552e-05,0.1,1.2701411 +7745.0,7805.4014,0.67254865,1548.6885,8620000.0,5566.0,538750.0,,134656.0,3.45504e-05,0.1,1.5574021 +7562.3,7804.3525,1.9759358,1548.8156,8630000.0,5572.0,539375.0,,134816.0,3.42944e-05,0.1,1.518197 +7485.9,7802.7773,2.3689764,1548.6647,8640000.0,5579.0,540000.0,,134976.0,3.40384e-05,0.1,1.666343 +7425.2,7800.084,1.4541184,1548.7914,8650000.0,5585.0,540625.0,,135136.0,3.37824e-05,0.1,1.4169817 +7298.0,7795.686,0.5771812,1548.9178,8660000.0,5591.0,541250.0,,135296.0,3.35264e-05,0.1,1.4095732 +7323.6,7792.1436,0.5107732,1548.7675,8670000.0,5598.0,541875.0,,135456.0,3.32704e-05,0.1,1.1260087 +7356.1,7789.4805,1.2578907,1548.8937,8680000.0,5604.0,542500.0,,135616.0,3.30144e-05,0.1,1.843502 +7357.1,7787.102,1.1263236,1549.0197,8690000.0,5610.0,543125.0,,135776.0,3.27584e-05,0.1,1.3374556 +7255.7,7784.2896,0.8263448,1549.1453,8700000.0,5616.0,543750.0,,135936.0,3.25024e-05,0.1,1.5236349 +7236.7,7781.0566,2.007143,1549.2708,8710000.0,5622.0,544375.0,,136064.0,3.22976e-05,0.1,1.4960976 +7268.9,7777.9727,1.0592308,1549.3959,8720000.0,5628.0,545000.0,,136224.0,3.20416e-05,0.1,1.6424897 +7226.2,7775.0186,0.790362,1549.5208,8730000.0,5634.0,545625.0,,136384.0,3.17856e-05,0.1,1.1449122 +7233.9,7772.315,0.9142397,1549.6454,8740000.0,5640.0,546250.0,,136544.0,3.15296e-05,0.1,1.5286378 +7377.0,7769.9795,1.7623315,1549.7698,8750000.0,5646.0,546875.0,,136704.0,3.12736e-05,0.1,1.3219433 +7432.8,7767.64,2.0634644,1549.8938,8760000.0,5652.0,547500.0,,136864.0,3.10176e-05,0.1,1.759141 +7426.6,7765.3594,1.3474514,1549.7438,8770000.0,5659.0,548125.0,,137024.0,3.07616e-05,0.1,1.1716148 +7534.5,7763.658,1.0073434,1549.8676,8780000.0,5665.0,548750.0,,137184.0,3.05056e-05,0.1,1.2910581 +7676.2,7764.305,1.3768948,1550.2645,8790000.0,5670.0,549375.0,,137312.0,3.03008e-05,0.1,1.2852217 +7636.7,7763.4087,1.4412988,1550.3876,8800000.0,5676.0,550000.0,,137472.0,3.00448e-05,0.1,1.7185211 +7689.7,7762.273,2.0515964,1550.5104,8810000.0,5682.0,550625.0,,137632.0,2.97888e-05,0.1,1.6066859 +7662.5,7760.7705,0.966765,1550.9055,8820000.0,5687.0,551250.0,,137792.0,2.95328e-05,0.1,1.5909493 +7704.1,7759.547,1.2198085,1551.0276,8830000.0,5693.0,551875.0,,137952.0,2.92768e-05,0.1,1.5159099 +7668.7,7757.0327,2.2261944,1551.4215,8840000.0,5698.0,552500.0,,138112.0,2.90208e-05,0.1,1.1371446 +7671.3,7755.215,2.322495,1551.5427,8850000.0,5704.0,553125.0,,138272.0,2.87648e-05,0.1,1.5643988 +7723.8,7754.3823,1.2403656,1551.6637,8860000.0,5710.0,553750.0,,138432.0,2.85088e-05,0.1,1.3446848 +7737.5,7753.858,0.32197022,1551.7844,8870000.0,5716.0,554375.0,,138592.0,2.82528e-05,0.1,1.2885547 +7698.3,7752.9756,1.1020997,1552.1761,8880000.0,5721.0,555000.0,,138720.0,2.8048e-05,0.1,1.2693529 +7747.5,7753.2285,1.8053797,1552.2961,8890000.0,5727.0,555625.0,,138880.0,2.7792e-05,0.1,1.6948001 +7823.8,7755.3145,2.272063,1552.4159,8900000.0,5733.0,556250.0,,139040.0,2.7536e-05,0.1,1.2572021 +7942.6,7759.589,1.7557226,1552.5353,8910000.0,5739.0,556875.0,,139200.0,2.728e-05,0.1,1.52551 +7942.3,7763.0586,0.42970952,1552.3843,8920000.0,5746.0,557500.0,,139360.0,2.7024e-05,0.1,1.2516694 +7921.9,7765.2627,0.8376685,1552.5034,8930000.0,5752.0,558125.0,,139520.0,2.6768e-05,0.1,1.5697563 +7995.6,7768.3774,1.222877,1552.6224,8940000.0,5758.0,558750.0,,139680.0,2.6512e-05,0.1,1.3929138 +7971.4,7771.2617,1.0234535,1552.7412,8950000.0,5764.0,559375.0,,139840.0,2.6256e-05,0.1,1.6236625 +7954.3,7773.385,2.4764986,1552.8596,8960000.0,5770.0,560000.0,,140000.0,2.6e-05,0.1,1.5101867 +7998.5,7776.4395,1.3057524,1552.9778,8970000.0,5776.0,560625.0,,140128.0,2.57952e-05,0.1,1.5758176 +8055.0,7779.7036,1.2282258,1553.0958,8980000.0,5782.0,561250.0,,140288.0,2.55392e-05,0.1,1.5207646 +8074.9,7783.4194,0.92256075,1553.4819,8990000.0,5787.0,561875.0,,140448.0,2.52832e-05,0.1,1.4733541 +8065.7,7786.4756,0.90738964,1553.5991,9000000.0,5793.0,562500.0,,140608.0,2.50272e-05,0.1,1.3271232 +8071.4,7790.6973,0.6573252,1553.7162,9010000.0,5799.0,563125.0,,140768.0,2.47712e-05,0.1,1.704205 +8030.5,7794.541,1.5150434,1553.8329,9020000.0,5805.0,563750.0,,140928.0,2.45152e-05,0.1,1.4754705 +8006.7,7797.8037,0.85231006,1553.9495,9030000.0,5811.0,564375.0,,141088.0,2.42592e-05,0.1,1.7408978 +7953.2,7801.1045,2.4424725,1554.0657,9040000.0,5817.0,565000.0,,141248.0,2.40032e-05,0.1,1.3101313 +7957.8,7803.784,0.9872473,1554.1816,9050000.0,5823.0,565625.0,,141376.0,2.37984e-05,0.1,1.346049 +7996.6,7807.2417,1.0984231,1554.2975,9060000.0,5829.0,566250.0,,141536.0,2.35424e-05,0.1,1.2983414 +7932.3,7810.225,0.8945467,1554.1467,9070000.0,5836.0,566875.0,,141696.0,2.32864e-05,0.1,1.0931894 +7939.2,7814.7993,1.3477482,1554.2622,9080000.0,5842.0,567500.0,,141856.0,2.30304e-05,0.1,1.5089755 +7886.4,7818.995,0.29206866,1554.3776,9090000.0,5848.0,568125.0,,142016.0,2.27744e-05,0.1,1.477443 +7943.0,7823.6313,0.55958843,1554.4927,9100000.0,5854.0,568750.0,,142176.0,2.25184e-05,0.1,1.1649046 +7952.0,7827.8594,1.1352072,1554.6075,9110000.0,5860.0,569375.0,,142336.0,2.22624e-05,0.1,1.3210485 +7948.8,7831.4727,1.5310937,1554.7222,9120000.0,5866.0,570000.0,,142496.0,2.20064e-05,0.1,1.2892118 +7939.0,7833.885,1.103221,1554.8365,9130000.0,5872.0,570625.0,,142656.0,2.17504e-05,0.1,1.4919577 +8011.7,7837.0537,1.8805041,1554.9507,9140000.0,5878.0,571250.0,,142784.0,2.15456e-05,0.1,1.2474177 +7972.5,7839.0664,0.5402091,1555.0646,9150000.0,5884.0,571875.0,,142944.0,2.12896e-05,0.1,1.446445 +8038.9,7841.7656,1.4287391,1554.9143,9160000.0,5891.0,572500.0,,143104.0,2.10336e-05,0.1,1.3113947 +8052.1,7844.7236,1.1089299,1555.028,9170000.0,5897.0,573125.0,,143264.0,2.07776e-05,0.1,1.6590402 +8040.4,7847.412,1.2463266,1555.1415,9180000.0,5903.0,573750.0,,143424.0,2.05216e-05,0.1,1.4435395 +7992.8,7849.3438,0.8990062,1555.518,9190000.0,5908.0,574375.0,,143584.0,2.02656e-05,0.1,1.4881968 +7978.2,7851.255,1.8099337,1555.6307,9200000.0,5914.0,575000.0,,143744.0,2.00096e-05,0.1,1.279449 +8019.9,7852.9507,1.4756562,1555.7433,9210000.0,5920.0,575625.0,,143904.0,1.97536e-05,0.1,1.4431076 +8052.5,7853.365,1.3239849,1555.8556,9220000.0,5926.0,576250.0,,144032.0,1.95488e-05,0.1,1.1473699 +8101.1,7853.8794,1.0535529,1555.9677,9230000.0,5932.0,576875.0,,144192.0,1.92928e-05,0.1,1.2998269 +8112.9,7854.2637,2.3033783,1556.3416,9240000.0,5937.0,577500.0,,144352.0,1.90368e-05,0.1,1.1607344 +8124.8,7855.678,1.5648973,1556.1912,9250000.0,5944.0,578125.0,,144512.0,1.87808e-05,0.1,1.5022576 +8057.3,7856.7983,1.8375953,1556.5641,9260000.0,5949.0,578750.0,,144672.0,1.85248e-05,0.1,1.0928717 +8097.4,7858.89,0.71193475,1556.675,9270000.0,5955.0,579375.0,,144832.0,1.82688e-05,0.1,1.4895376 +8162.2,7861.283,1.0134723,1556.7858,9280000.0,5961.0,580000.0,,144992.0,1.80128e-05,0.1,1.3129766 +8096.2,7863.6895,1.2753404,1556.8962,9290000.0,5967.0,580625.0,,145152.0,1.77568e-05,0.1,1.4568855 +8127.6,7865.4243,1.3835286,1557.0065,9300000.0,5973.0,581250.0,,145312.0,1.75008e-05,0.1,1.2473056 +8110.4,7866.9175,1.7512151,1557.1166,9310000.0,5979.0,581875.0,,145440.0,1.7296e-05,0.1,1.3524826 +8185.1,7868.641,1.7289894,1557.2264,9320000.0,5985.0,582500.0,,145600.0,1.704e-05,0.1,1.3759606 +8113.0,7869.9136,2.213821,1557.336,9330000.0,5991.0,583125.0,,145760.0,1.6784e-05,0.1,1.4770837 +8123.9,7871.5137,1.8481648,1557.1857,9340000.0,5998.0,583750.0,,145920.0,1.6528e-05,0.1,1.6212064 +8067.0,7872.96,1.0172712,1557.2952,9350000.0,6004.0,584375.0,,146080.0,1.6272e-05,0.1,1.2047417 +8092.3,7874.7056,1.7653406,1557.4043,9360000.0,6010.0,585000.0,,146240.0,1.6016e-05,0.1,1.7432098 +8059.3,7876.541,3.5732212,1557.5133,9370000.0,6016.0,585625.0,,146400.0,1.576e-05,0.1,1.2511327 +8010.1,7877.9414,1.8458439,1557.6221,9380000.0,6022.0,586250.0,,146560.0,1.5504e-05,0.1,1.4208252 +8058.5,7879.004,0.70132124,1557.989,9390000.0,6027.0,586875.0,,146688.0,1.52992e-05,0.1,1.102485 +8137.6,7880.267,0.633478,1558.3555,9400000.0,6032.0,587500.0,,146848.0,1.50432e-05,0.1,1.1078334 +8164.1,7881.754,0.8735159,1558.463,9410000.0,6038.0,588125.0,,147008.0,1.47872e-05,0.1,1.3841698 +8118.3,7882.451,1.5917349,1558.5704,9420000.0,6044.0,588750.0,,147168.0,1.45312e-05,0.1,1.5114715 +8217.0,7883.3257,1.1147106,1558.6777,9430000.0,6050.0,589375.0,,147328.0,1.42752e-05,0.1,1.4175162 +8209.7,7884.398,2.7189164,1558.7847,9440000.0,6056.0,590000.0,,147488.0,1.40192e-05,0.1,1.4303153 +8209.0,7885.489,2.0028799,1558.8915,9450000.0,6062.0,590625.0,,147648.0,1.37632e-05,0.1,1.6342784 +8206.0,7885.983,0.7051604,1558.998,9460000.0,6068.0,591250.0,,147808.0,1.35072e-05,0.1,1.1842253 +8253.6,7887.424,1.0442713,1558.8478,9470000.0,6075.0,591875.0,,147968.0,1.32512e-05,0.1,1.2224623 +8306.5,7889.3765,1.2130271,1559.2106,9480000.0,6080.0,592500.0,,148096.0,1.30464e-05,0.1,1.3549929 +8346.1,7892.2944,1.1050013,1559.0603,9490000.0,6087.0,593125.0,,148256.0,1.27904e-05,0.1,1.4576514 +8342.6,7894.234,1.176688,1558.9104,9500000.0,6094.0,593750.0,,148416.0,1.25344e-05,0.1,1.0787888 +8329.1,7896.3257,0.8538121,1559.0164,9510000.0,6100.0,594375.0,,148576.0,1.22784e-05,0.1,1.8118773 +8390.2,7899.0425,0.9928367,1559.1222,9520000.0,6106.0,595000.0,,148736.0,1.20224e-05,0.1,1.5802096 +8316.6,7901.4756,0.85554785,1559.2278,9530000.0,6112.0,595625.0,,148896.0,1.17664e-05,0.1,1.5528389 +8399.2,7905.2783,1.705641,1559.3331,9540000.0,6118.0,596250.0,,149056.0,1.15104e-05,0.1,1.3508687 +8340.0,7909.075,1.0438088,1559.4382,9550000.0,6124.0,596875.0,,149216.0,1.12544e-05,0.1,1.4323859 +8329.0,7913.449,0.8353891,1559.7977,9560000.0,6129.0,597500.0,,149344.0,1.10496e-05,0.1,1.3418732 +8312.9,7917.497,1.48232,1559.9022,9570000.0,6135.0,598125.0,,149504.0,1.07936e-05,0.1,1.1742239 +8283.0,7921.3975,1.450639,1560.0065,9580000.0,6141.0,598750.0,,149664.0,1.05376e-05,0.1,1.5607455 +8265.3,7925.467,1.3882353,1560.1106,9590000.0,6147.0,599375.0,,149824.0,1.02816e-05,0.1,1.6251292 +8268.6,7929.6904,1.4538558,1559.961,9600000.0,6154.0,600000.0,,149984.0,1.00256e-05,0.1,1.4972887 +8297.8,7933.65,1.1540929,1560.065,9610000.0,6160.0,600625.0,,150144.0,9.7696e-06,0.1,1.2306497 +8291.2,7939.1133,1.4771507,1560.1687,9620000.0,6166.0,601250.0,,150304.0,9.5136e-06,0.1,1.8529322 +8258.3,7946.072,2.2794151,1560.0194,9630000.0,6173.0,601875.0,,150464.0,9.2576e-06,0.1,1.1779501 +8246.5,7953.678,1.8220149,1560.123,9640000.0,6179.0,602500.0,,150624.0,9.0016e-06,0.1,1.5479071 +8240.9,7961.835,1.4561231,1560.2263,9650000.0,6185.0,603125.0,,150752.0,8.7968e-06,0.1,0.91076547 +8253.4,7971.3887,0.9898195,1560.3295,9660000.0,6191.0,603750.0,,150912.0,8.5408e-06,0.1,1.589703 +8229.5,7980.4473,1.8422965,1560.1807,9670000.0,6198.0,604375.0,,151072.0,8.2848e-06,0.1,1.4730647 +8216.8,7989.054,1.6443123,1560.5353,9680000.0,6203.0,605000.0,,151232.0,8.0288e-06,0.1,1.5064094 +8226.3,7997.7476,2.1192887,1560.6378,9690000.0,6209.0,605625.0,,151392.0,7.7728e-06,0.1,1.3205616 +8215.8,8007.348,1.8696232,1560.7401,9700000.0,6215.0,606250.0,,151552.0,7.5168e-06,0.1,1.3830144 +8221.9,8017.2,0.58875775,1560.8423,9710000.0,6221.0,606875.0,,151712.0,7.2608e-06,0.1,1.1149279 +8230.7,8026.8184,0.93166345,1561.195,9720000.0,6226.0,607500.0,,151872.0,7.0048e-06,0.1,0.9657884 +8354.7,8038.1025,0.39416248,1561.2965,9730000.0,6232.0,608125.0,,152000.0,6.8e-06,0.1,1.7051331 +8371.0,8049.4736,0.7421697,1561.3978,9740000.0,6238.0,608750.0,,152160.0,6.544e-06,0.1,1.2972461 +8331.3,8059.017,0.84209913,1561.7491,9750000.0,6243.0,609375.0,,152320.0,6.288e-06,0.1,1.6031048 +8403.7,8068.7256,2.088309,1561.8499,9760000.0,6249.0,610000.0,,152480.0,6.032e-06,0.1,1.3217064 +8445.8,8078.918,1.6019384,1562.2002,9770000.0,6254.0,610625.0,,152640.0,5.776e-06,0.1,1.2989445 +8415.2,8087.725,1.7093018,1562.3003,9780000.0,6260.0,611250.0,,152800.0,5.52e-06,0.1,1.1414223 +8329.8,8094.261,2.011771,1562.4003,9790000.0,6266.0,611875.0,,152960.0,5.264e-06,0.1,1.2174838 +8282.8,8100.7217,0.90446436,1562.5,9800000.0,6272.0,612500.0,,153120.0,5.008e-06,0.1,1.308511 +8289.0,8106.715,0.41222543,1562.8485,9810000.0,6277.0,613125.0,,153280.0,4.752e-06,0.1,1.5178101 +8300.5,8113.095,1.3903465,1562.9476,9820000.0,6283.0,613750.0,,153408.0,4.5472e-06,0.1,1.6201669 +8286.2,8118.916,1.0937141,1563.2952,9830000.0,6288.0,614375.0,,153568.0,4.2912e-06,0.1,1.4380747 +8321.1,8125.44,0.6333884,1563.3937,9840000.0,6294.0,615000.0,,153728.0,4.0352e-06,0.1,1.5366726 +8234.6,8131.073,1.3708837,1563.4921,9850000.0,6300.0,615625.0,,153888.0,3.7792e-06,0.1,1.2184242 +8253.9,8136.3735,1.2469616,1563.8383,9860000.0,6305.0,616250.0,,154048.0,3.5232e-06,0.1,1.2162813 +8185.3,8140.852,1.3012482,1563.936,9870000.0,6311.0,616875.0,,154208.0,3.2672e-06,0.1,1.252797 +8188.5,8145.7544,0.7710072,1564.0336,9880000.0,6317.0,617500.0,,154368.0,3.0112e-06,0.1,1.2647514 +8125.0,8149.529,1.2781264,1564.3784,9890000.0,6322.0,618125.0,,154528.0,2.7552e-06,0.1,1.1650573 +8126.8,8152.5586,2.0530508,1564.7227,9900000.0,6327.0,618750.0,,154656.0,2.5504e-06,0.1,1.2022879 +8087.7,8154.01,1.0660735,1564.8192,9910000.0,6333.0,619375.0,,154816.0,2.2944e-06,0.1,1.7419258 +8156.8,8156.155,1.1092011,1564.9156,9920000.0,6339.0,620000.0,,154976.0,2.0384e-06,0.1,1.4122264 +8202.3,8158.959,0.7158275,1565.0118,9930000.0,6345.0,620625.0,,155136.0,1.7824e-06,0.1,1.4637485 +8180.5,8160.808,0.9789344,1565.1079,9940000.0,6351.0,621250.0,,155296.0,1.5264e-06,0.1,1.5045905 +8183.1,8162.926,0.9748115,1565.45,9950000.0,6356.0,621875.0,,155456.0,1.2704e-06,0.1,1.7217026 +8197.1,8165.353,1.1419089,1565.5454,9960000.0,6362.0,622500.0,,155616.0,1.0144e-06,0.1,1.1974618 +8168.6,8167.054,2.172552,1565.6407,9970000.0,6368.0,623125.0,,155776.0,7.584e-07,0.1,1.5093956 +8158.2,8168.087,1.8391364,1565.4902,9980000.0,6375.0,623750.0,,155936.0,5.024e-07,0.1,0.99016124 +8185.1,8169.188,0.7275546,1565.8307,9990000.0,6380.0,624375.0,,156064.0,2.976e-07,0.1,1.4390683 +8178.9,8170.32,1.0844835,1566.1707,10000000.0,6385.0,625000.0,,156224.0,4.16e-08,0.1,1.3133336 diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_eval.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..a94de730006f92ef67fbbd323bebe35a9e45140a --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 8170.31982421875, + "strength": 5687.3681640625, + "max_strength": 6787.19970703125, + "final_strength": 6520.2998046875, + "sample_efficiency": 3.367051988334424e-07, + "training_efficiency": 2.1258694687276147e-05, + "stability": 0.9966726899147034 + }, + "local": { + "mean_returns": [ + 269.0, + 1766.6666259765625, + 2137.5, + 2122.916748046875, + 2385.0, + 2514.615478515625, + 2645.833251953125, + 2699.615478515625, + 2900.322509765625, + 2923.2353515625, + 3004.605224609375, + 3090.722900390625, + 3151.75830078125, + 3149.591796875, + 3196.0, + 3390.39990234375, + 3477.300048828125, + 3540.800048828125, + 3572.60009765625, + 3589.300048828125, + 3569.0, + 3534.5, + 3513.10009765625, + 3564.0, + 3581.10009765625, + 3561.199951171875, + 3611.10009765625, + 3718.10009765625, + 3796.199951171875, + 3792.10009765625, + 3881.39990234375, + 3960.800048828125, + 4005.699951171875, + 4123.7998046875, + 4193.5, + 4262.2998046875, + 4275.2001953125, + 4360.0, + 4444.10009765625, + 4578.2998046875, + 4593.2001953125, + 4635.0, + 4803.0, + 4829.0, + 4906.5, + 4924.0, + 4975.7998046875, + 5058.60009765625, + 5283.10009765625, + 5327.7998046875, + 5451.39990234375, + 5458.7998046875, + 5457.0, + 5565.39990234375, + 5532.2998046875, + 5511.2001953125, + 5509.89990234375, + 5611.60009765625, + 5631.89990234375, + 5685.60009765625, + 5729.5, + 5717.39990234375, + 5698.2998046875, + 5678.5, + 5648.2998046875, + 5712.2001953125, + 5753.60009765625, + 5806.2001953125, + 5884.5, + 5994.10009765625, + 6026.0, + 6030.2998046875, + 6087.7001953125, + 6072.60009765625, + 6148.7001953125, + 6141.39990234375, + 6170.10009765625, + 6281.89990234375, + 6219.10009765625, + 6201.89990234375, + 6189.10009765625, + 6215.60009765625, + 6172.2001953125, + 6096.5, + 6096.89990234375, + 6074.10009765625, + 6103.2001953125, + 6081.60009765625, + 6061.2001953125, + 6115.0, + 6093.10009765625, + 6103.7001953125, + 6173.2998046875, + 6235.60009765625, + 6244.2001953125, + 6228.7998046875, + 6309.5, + 6333.7001953125, + 6378.10009765625, + 6361.10009765625, + 6309.10009765625, + 6332.89990234375, + 6428.0, + 6464.60009765625, + 6535.60009765625, + 6531.89990234375, + 6592.2001953125, + 6595.5, + 6649.0, + 6672.2998046875, + 6697.39990234375, + 6732.10009765625, + 6740.39990234375, + 6833.2998046875, + 6925.7001953125, + 6959.7001953125, + 6962.2998046875, + 6952.5, + 6923.39990234375, + 6900.2998046875, + 6873.89990234375, + 6923.2998046875, + 6879.7001953125, + 6904.60009765625, + 6942.10009765625, + 7009.39990234375, + 7002.7001953125, + 7035.89990234375, + 7027.39990234375, + 7042.60009765625, + 7032.0, + 6997.2001953125, + 7039.7998046875, + 7134.60009765625, + 7201.2001953125, + 7182.39990234375, + 7212.39990234375, + 7119.0, + 7059.60009765625, + 7027.2998046875, + 7022.0, + 7000.39990234375, + 7008.39990234375, + 6961.10009765625, + 7005.2998046875, + 6998.89990234375, + 6972.60009765625, + 6959.5, + 6941.7998046875, + 6949.10009765625, + 6917.2998046875, + 7000.39990234375, + 7021.5, + 7039.39990234375, + 6910.39990234375, + 6915.89990234375, + 6892.60009765625, + 6869.0, + 6779.10009765625, + 6828.7998046875, + 6830.0, + 6790.5, + 6782.7001953125, + 6773.0, + 6667.10009765625, + 6648.0, + 6656.60009765625, + 6816.10009765625, + 6836.0, + 6857.39990234375, + 6851.89990234375, + 6888.7998046875, + 6886.10009765625, + 6917.5, + 6857.60009765625, + 6849.7001953125, + 6800.60009765625, + 6754.89990234375, + 6711.10009765625, + 6635.7998046875, + 6557.7998046875, + 6506.10009765625, + 6468.2001953125, + 6517.2001953125, + 6530.2001953125, + 6545.0, + 6551.60009765625, + 6596.2001953125, + 6691.10009765625, + 6723.10009765625, + 6762.0, + 6856.10009765625, + 6900.39990234375, + 6900.2001953125, + 6912.0, + 6987.7001953125, + 6984.39990234375, + 7034.7001953125, + 7018.0, + 6932.89990234375, + 6947.5, + 6866.39990234375, + 6909.7001953125, + 6924.2998046875, + 6932.2001953125, + 6973.10009765625, + 6906.0, + 6957.5, + 6945.2001953125, + 6914.89990234375, + 6939.7001953125, + 6939.5, + 7024.39990234375, + 7057.7998046875, + 7095.10009765625, + 7178.2998046875, + 7132.39990234375, + 7187.10009765625, + 7159.2001953125, + 7162.89990234375, + 7212.7998046875, + 7127.60009765625, + 7193.5, + 7142.7998046875, + 7184.0, + 7240.39990234375, + 7232.5, + 7139.2998046875, + 7226.10009765625, + 7270.0, + 7231.10009765625, + 7227.89990234375, + 7146.10009765625, + 7188.0, + 7227.10009765625, + 7300.0, + 7262.7001953125, + 7236.0, + 7199.60009765625, + 7101.0, + 7122.0, + 7150.5, + 7137.7998046875, + 7104.7998046875, + 7189.7001953125, + 7170.5, + 7219.89990234375, + 7286.39990234375, + 7250.0, + 7308.7001953125, + 7422.2998046875, + 7433.7001953125, + 7423.5, + 7528.0, + 7619.60009765625, + 7632.7001953125, + 7608.0, + 7699.39990234375, + 7608.2998046875, + 7591.7998046875, + 7663.2998046875, + 7687.2001953125, + 7800.7001953125, + 7772.2998046875, + 7751.7001953125, + 7784.60009765625, + 7780.7998046875, + 7793.7001953125, + 7784.7001953125, + 7701.7998046875, + 7732.7001953125, + 7743.2001953125, + 7798.0, + 7793.39990234375, + 7769.2001953125, + 7760.60009765625, + 7730.60009765625, + 7697.7001953125, + 7716.2998046875, + 7700.39990234375, + 7679.2001953125, + 7652.89990234375, + 7582.7001953125, + 7630.60009765625, + 7594.2998046875, + 7563.7001953125, + 7579.89990234375, + 7598.89990234375, + 7561.5, + 7533.0, + 7505.60009765625, + 7520.2998046875, + 7507.2998046875, + 7471.0, + 7426.0, + 7380.2998046875, + 7466.89990234375, + 7489.2998046875, + 7416.0, + 7382.2001953125, + 7344.10009765625, + 7349.89990234375, + 7399.39990234375, + 7303.2998046875, + 7327.2998046875, + 7337.5, + 7244.89990234375, + 7279.5, + 7299.0, + 7316.0, + 7208.7001953125, + 7265.2001953125, + 7340.39990234375, + 7289.2998046875, + 7260.89990234375, + 7273.0, + 7247.39990234375, + 7314.10009765625, + 7323.7998046875, + 7270.89990234375, + 7292.60009765625, + 7341.89990234375, + 7338.39990234375, + 7319.39990234375, + 7327.60009765625, + 7314.60009765625, + 7254.7001953125, + 7327.60009765625, + 7320.2998046875, + 7283.5, + 7186.10009765625, + 7180.10009765625, + 7278.7998046875, + 7327.5, + 7199.0, + 7256.39990234375, + 7226.89990234375, + 7268.89990234375, + 7304.10009765625, + 7353.5, + 7384.89990234375, + 7497.2998046875, + 7486.2998046875, + 7558.2001953125, + 7685.5, + 7663.2001953125, + 7631.60009765625, + 7625.7998046875, + 7757.7998046875, + 7751.89990234375, + 7727.39990234375, + 7736.89990234375, + 7715.5, + 7668.10009765625, + 7604.5, + 7569.7998046875, + 7570.5, + 7462.60009765625, + 7403.2998046875, + 7449.2001953125, + 7509.7998046875, + 7504.10009765625, + 7479.2001953125, + 7454.2001953125, + 7539.7998046875, + 7586.5, + 7601.5, + 7646.0, + 7598.60009765625, + 7632.5, + 7674.10009765625, + 7747.7001953125, + 7823.2001953125, + 7782.60009765625, + 7740.0, + 7777.60009765625, + 7830.7001953125, + 7819.89990234375, + 7877.2998046875, + 7809.60009765625, + 7751.7998046875, + 7674.89990234375, + 7751.7001953125, + 7761.2998046875, + 7787.60009765625, + 7769.39990234375, + 7738.39990234375, + 7811.7001953125, + 7797.89990234375, + 7756.39990234375, + 7749.0, + 7645.0, + 7680.2998046875, + 7705.7001953125, + 7815.7001953125, + 7784.10009765625, + 7793.39990234375, + 7777.39990234375, + 7761.10009765625, + 7791.60009765625, + 7763.5, + 7783.7998046875, + 7808.5, + 7717.2998046875, + 7708.2001953125, + 7694.2001953125, + 7688.7001953125, + 7558.39990234375, + 7492.2001953125, + 7401.10009765625, + 7286.7998046875, + 7226.2998046875, + 7229.39990234375, + 7245.7998046875, + 7206.39990234375, + 7132.0, + 7231.10009765625, + 7184.2998046875, + 7108.60009765625, + 7148.7001953125, + 7233.5, + 7217.2001953125, + 7374.7001953125, + 7429.5, + 7514.89990234375, + 7522.0, + 7541.7001953125, + 7620.60009765625, + 7622.60009765625, + 7696.7001953125, + 7763.2998046875, + 7729.7001953125, + 7724.39990234375, + 7664.2001953125, + 7635.10009765625, + 7649.10009765625, + 7645.0, + 7581.7001953125, + 7622.2001953125, + 7616.10009765625, + 7510.2001953125, + 7481.89990234375, + 7518.89990234375, + 7518.5, + 7586.2001953125, + 7574.7998046875, + 7584.10009765625, + 7557.7001953125, + 7595.60009765625, + 7581.89990234375, + 7598.5, + 7537.89990234375, + 7556.10009765625, + 7636.7001953125, + 7589.39990234375, + 7634.2998046875, + 7588.5, + 7622.39990234375, + 7672.39990234375, + 7676.7001953125, + 7702.60009765625, + 7753.2998046875, + 7695.10009765625, + 7687.0, + 7789.60009765625, + 7762.39990234375, + 7723.7001953125, + 7762.60009765625, + 7846.5, + 7782.10009765625, + 7799.10009765625, + 7787.89990234375, + 7796.10009765625, + 7802.60009765625, + 7789.5, + 7833.2001953125, + 7897.2998046875, + 7872.5, + 7794.10009765625, + 7786.2998046875, + 7803.39990234375, + 7827.89990234375, + 7816.60009765625, + 7891.39990234375, + 7875.89990234375, + 7876.7001953125, + 7725.2998046875, + 7715.2998046875, + 7576.10009765625, + 7499.39990234375, + 7395.89990234375, + 7253.2998046875, + 7187.10009765625, + 7098.2998046875, + 6988.7998046875, + 6927.2001953125, + 6932.7998046875, + 6977.89990234375, + 7009.10009765625, + 7143.7998046875, + 7177.7001953125, + 7197.39990234375, + 7225.7001953125, + 7411.2001953125, + 7488.2001953125, + 7564.2998046875, + 7570.0, + 7632.60009765625, + 7712.10009765625, + 7667.7998046875, + 7729.7001953125, + 7705.2998046875, + 7738.89990234375, + 7812.0, + 7839.5, + 7866.39990234375, + 7769.7998046875, + 7775.2001953125, + 7661.60009765625, + 7593.10009765625, + 7611.7001953125, + 7665.10009765625, + 7697.0, + 7645.7001953125, + 7650.2998046875, + 7568.7998046875, + 7531.7001953125, + 7458.60009765625, + 7440.2001953125, + 7581.2998046875, + 7635.89990234375, + 7611.2001953125, + 7797.2998046875, + 7924.39990234375, + 7914.5, + 7915.60009765625, + 7817.5, + 7838.60009765625, + 7772.7001953125, + 7874.2001953125, + 7890.39990234375, + 7898.7998046875, + 7863.5, + 7844.2001953125, + 7869.2998046875, + 7884.7998046875, + 7864.89990234375, + 7776.7998046875, + 7743.0, + 7750.0, + 7832.7001953125, + 7785.10009765625, + 7858.60009765625, + 7856.2001953125, + 7833.7001953125, + 7863.60009765625, + 7861.39990234375, + 7827.2998046875, + 7814.89990234375, + 7871.2998046875, + 7862.5, + 7926.0, + 7950.7001953125, + 7982.2001953125, + 8015.10009765625, + 8006.7998046875, + 8036.89990234375, + 7986.2998046875, + 8008.2998046875, + 8022.2998046875, + 8084.89990234375, + 8089.7998046875, + 8074.0, + 8083.60009765625, + 8136.2001953125, + 8164.0, + 8148.39990234375, + 8106.5, + 8081.7001953125, + 8129.60009765625, + 8138.10009765625, + 8124.89990234375, + 8110.10009765625, + 8138.89990234375, + 8150.39990234375, + 8212.900390625, + 8194.599609375, + 8170.89990234375, + 8088.39990234375, + 7934.10009765625, + 7884.5, + 7888.60009765625, + 7966.39990234375, + 7827.39990234375, + 7768.7001953125, + 7770.5, + 7772.39990234375, + 7681.0, + 7659.0, + 7623.7998046875, + 7605.7001953125, + 7629.7998046875, + 7671.10009765625, + 7731.89990234375, + 7797.2001953125, + 7822.89990234375, + 7866.10009765625, + 8001.5, + 7975.2001953125, + 7984.0, + 7989.39990234375, + 8035.89990234375, + 8025.2998046875, + 8029.7998046875, + 8071.39990234375, + 8107.2001953125, + 8089.2998046875, + 8099.89990234375, + 8081.2001953125, + 8093.7998046875, + 8018.7998046875, + 7865.89990234375, + 7793.89990234375, + 7763.2001953125, + 7745.2001953125, + 7652.5, + 7560.2001953125, + 7566.10009765625, + 7532.7001953125, + 7523.89990234375, + 7572.89990234375, + 7562.89990234375, + 7501.0, + 7544.60009765625, + 7598.0, + 7697.2998046875, + 7719.39990234375, + 7685.39990234375, + 7739.0, + 7770.7001953125, + 7757.2001953125, + 7771.39990234375, + 7763.2001953125, + 7654.39990234375, + 7568.0, + 7625.60009765625, + 7618.2998046875, + 7587.89990234375, + 7634.10009765625, + 7605.0, + 7687.7998046875, + 7700.10009765625, + 7704.5, + 7770.89990234375, + 7850.0, + 7911.10009765625, + 7898.5, + 8008.2998046875, + 8040.0, + 8014.7001953125, + 8028.2001953125, + 8049.2001953125, + 8018.89990234375, + 8025.39990234375, + 8029.89990234375, + 7978.2001953125, + 7973.60009765625, + 8018.2998046875, + 7954.0, + 7928.89990234375, + 7987.10009765625, + 7956.2001953125, + 8009.7001953125, + 8011.7001953125, + 8007.7998046875, + 7977.5, + 7984.7001953125, + 7924.7001953125, + 7903.10009765625, + 7846.10009765625, + 7738.0, + 7680.39990234375, + 7686.5, + 7642.5, + 7575.39990234375, + 7514.0, + 7586.39990234375, + 7564.89990234375, + 7566.2001953125, + 7553.5, + 7585.60009765625, + 7588.0, + 7607.39990234375, + 7740.5, + 7750.2998046875, + 7796.10009765625, + 7789.89990234375, + 7808.2001953125, + 7908.60009765625, + 7834.0, + 7829.5, + 7915.89990234375, + 7918.2998046875, + 7977.10009765625, + 8014.5, + 7991.60009765625, + 8101.10009765625, + 8015.7998046875, + 8054.39990234375, + 8020.7998046875, + 8031.10009765625, + 8031.60009765625, + 8081.2998046875, + 8009.2001953125, + 8061.7998046875, + 8015.60009765625, + 8015.7998046875, + 8004.7998046875, + 8049.2001953125, + 8040.39990234375, + 8041.60009765625, + 8107.2001953125, + 8106.10009765625, + 8009.5, + 8017.0, + 8038.60009765625, + 8018.7001953125, + 8007.39990234375, + 7973.7001953125, + 7945.2001953125, + 7900.7001953125, + 7875.89990234375, + 7842.10009765625, + 7859.2998046875, + 7764.60009765625, + 7728.89990234375, + 7749.89990234375, + 7768.7998046875, + 7743.39990234375, + 7733.60009765625, + 7758.10009765625, + 7718.2998046875, + 7667.2998046875, + 7567.60009765625, + 7492.5, + 7445.89990234375, + 7459.2001953125, + 7380.2001953125, + 7430.2998046875, + 7444.7001953125, + 7453.39990234375, + 7426.60009765625, + 7318.0, + 7352.7001953125, + 7485.5, + 7503.2001953125, + 7525.10009765625, + 7638.39990234375, + 7633.60009765625, + 7678.5, + 7746.2001953125, + 7684.10009765625, + 7667.2998046875, + 7643.2998046875, + 7694.60009765625, + 7737.7001953125, + 7677.89990234375, + 7622.39990234375, + 7595.10009765625, + 7536.89990234375, + 7559.89990234375, + 7577.2998046875, + 7521.60009765625, + 7504.2001953125, + 7610.60009765625, + 7666.7998046875, + 7654.7001953125, + 7704.60009765625, + 7611.5, + 7726.2998046875, + 7803.2001953125, + 7812.7998046875, + 7826.5, + 7920.2001953125, + 7853.0, + 7807.10009765625, + 7789.89990234375, + 7786.60009765625, + 7722.2001953125, + 7615.2001953125, + 7515.2001953125, + 7595.2998046875, + 7701.5, + 7684.10009765625, + 7682.89990234375, + 7742.0, + 7693.10009765625, + 7728.5, + 7703.39990234375, + 7760.0, + 7649.2001953125, + 7646.10009765625, + 7680.5, + 7623.10009765625, + 7689.89990234375, + 7650.7998046875, + 7634.0, + 7481.7998046875, + 7466.7998046875, + 7479.2998046875, + 7529.2001953125, + 7587.5, + 7697.7998046875, + 7694.7998046875, + 7771.2998046875, + 7768.89990234375, + 7756.2998046875, + 7771.60009765625, + 7799.60009765625, + 7787.10009765625, + 7850.2998046875, + 8011.10009765625, + 8049.7001953125, + 8074.39990234375, + 7983.39990234375, + 7945.2998046875, + 7888.2001953125, + 7922.89990234375, + 7855.5, + 7954.10009765625, + 7961.10009765625, + 8012.7998046875, + 7985.7998046875, + 7963.7998046875, + 7922.39990234375, + 7917.7001953125, + 7875.7998046875, + 7870.10009765625, + 7952.2998046875, + 8011.2001953125, + 8015.5, + 8048.5, + 8129.60009765625, + 8102.39990234375, + 8099.89990234375, + 8156.60009765625, + 8109.5, + 8111.2998046875, + 8054.2998046875, + 8148.7001953125, + 8119.89990234375, + 8118.5, + 8073.2998046875, + 8018.89990234375, + 7960.2998046875, + 7891.60009765625, + 7908.10009765625, + 7892.89990234375, + 7858.39990234375, + 7846.2998046875, + 7901.7998046875, + 7745.0, + 7562.2998046875, + 7485.89990234375, + 7425.2001953125, + 7298.0, + 7323.60009765625, + 7356.10009765625, + 7357.10009765625, + 7255.7001953125, + 7236.7001953125, + 7268.89990234375, + 7226.2001953125, + 7233.89990234375, + 7377.0, + 7432.7998046875, + 7426.60009765625, + 7534.5, + 7676.2001953125, + 7636.7001953125, + 7689.7001953125, + 7662.5, + 7704.10009765625, + 7668.7001953125, + 7671.2998046875, + 7723.7998046875, + 7737.5, + 7698.2998046875, + 7747.5, + 7823.7998046875, + 7942.60009765625, + 7942.2998046875, + 7921.89990234375, + 7995.60009765625, + 7971.39990234375, + 7954.2998046875, + 7998.5, + 8055.0, + 8074.89990234375, + 8065.7001953125, + 8071.39990234375, + 8030.5, + 8006.7001953125, + 7953.2001953125, + 7957.7998046875, + 7996.60009765625, + 7932.2998046875, + 7939.2001953125, + 7886.39990234375, + 7943.0, + 7952.0, + 7948.7998046875, + 7939.0, + 8011.7001953125, + 7972.5, + 8038.89990234375, + 8052.10009765625, + 8040.39990234375, + 7992.7998046875, + 7978.2001953125, + 8019.89990234375, + 8052.5, + 8101.10009765625, + 8112.89990234375, + 8124.7998046875, + 8057.2998046875, + 8097.39990234375, + 8162.2001953125, + 8096.2001953125, + 8127.60009765625, + 8110.39990234375, + 8185.10009765625, + 8113.0, + 8123.89990234375, + 8067.0, + 8092.2998046875, + 8059.2998046875, + 8010.10009765625, + 8058.5, + 8137.60009765625, + 8164.10009765625, + 8118.2998046875, + 8217.0, + 8209.7001953125, + 8209.0, + 8206.0, + 8253.599609375, + 8306.5, + 8346.099609375, + 8342.599609375, + 8329.099609375, + 8390.2001953125, + 8316.599609375, + 8399.2001953125, + 8340.0, + 8329.0, + 8312.900390625, + 8283.0, + 8265.2998046875, + 8268.599609375, + 8297.7998046875, + 8291.2001953125, + 8258.2998046875, + 8246.5, + 8240.900390625, + 8253.400390625, + 8229.5, + 8216.7998046875, + 8226.2998046875, + 8215.7998046875, + 8221.900390625, + 8230.7001953125, + 8354.7001953125, + 8371.0, + 8331.2998046875, + 8403.7001953125, + 8445.7998046875, + 8415.2001953125, + 8329.7998046875, + 8282.7998046875, + 8289.0, + 8300.5, + 8286.2001953125, + 8321.099609375, + 8234.599609375, + 8253.900390625, + 8185.2998046875, + 8188.5, + 8125.0, + 8126.7998046875, + 8087.7001953125, + 8156.7998046875, + 8202.2998046875, + 8180.5, + 8183.10009765625, + 8197.099609375, + 8168.60009765625, + 8158.2001953125, + 8185.10009765625, + 8178.89990234375 + ], + "strengths": [ + -1389.5999755859375, + 108.066650390625, + 478.9000244140625, + 464.3167724609375, + 726.4000244140625, + 856.0155029296875, + 987.2332763671875, + 1041.0155029296875, + 1241.7225341796875, + 1264.6353759765625, + 1346.0052490234375, + 1432.1229248046875, + 1493.1583251953125, + 1490.9918212890625, + 1537.4000244140625, + 1731.7999267578125, + 1818.7000732421875, + 1882.2000732421875, + 1914.0001220703125, + 1930.7000732421875, + 1910.4000244140625, + 1875.9000244140625, + 1854.5001220703125, + 1905.4000244140625, + 1922.5001220703125, + 1902.5999755859375, + 1952.5001220703125, + 2059.5, + 2137.60009765625, + 2133.5, + 2222.7998046875, + 2302.2001953125, + 2347.10009765625, + 2465.19970703125, + 2534.89990234375, + 2603.69970703125, + 2616.60009765625, + 2701.39990234375, + 2785.5, + 2919.69970703125, + 2934.60009765625, + 2976.39990234375, + 3144.39990234375, + 3170.39990234375, + 3247.89990234375, + 3265.39990234375, + 3317.19970703125, + 3400.0, + 3624.5, + 3669.19970703125, + 3792.7998046875, + 3800.19970703125, + 3798.39990234375, + 3906.7998046875, + 3873.69970703125, + 3852.60009765625, + 3851.2998046875, + 3953.0, + 3973.2998046875, + 4027.0, + 4070.89990234375, + 4058.7998046875, + 4039.69970703125, + 4019.89990234375, + 3989.69970703125, + 4053.60009765625, + 4095.0, + 4147.60009765625, + 4225.89990234375, + 4335.5, + 4367.39990234375, + 4371.69970703125, + 4429.10009765625, + 4414.0, + 4490.10009765625, + 4482.7998046875, + 4511.5, + 4623.2998046875, + 4560.5, + 4543.2998046875, + 4530.5, + 4557.0, + 4513.60009765625, + 4437.89990234375, + 4438.2998046875, + 4415.5, + 4444.60009765625, + 4423.0, + 4402.60009765625, + 4456.39990234375, + 4434.5, + 4445.10009765625, + 4514.69970703125, + 4577.0, + 4585.60009765625, + 4570.19970703125, + 4650.89990234375, + 4675.10009765625, + 4719.5, + 4702.5, + 4650.5, + 4674.2998046875, + 4769.39990234375, + 4806.0, + 4877.0, + 4873.2998046875, + 4933.60009765625, + 4936.89990234375, + 4990.39990234375, + 5013.69970703125, + 5038.7998046875, + 5073.5, + 5081.7998046875, + 5174.69970703125, + 5267.10009765625, + 5301.10009765625, + 5303.69970703125, + 5293.89990234375, + 5264.7998046875, + 5241.69970703125, + 5215.2998046875, + 5264.69970703125, + 5221.10009765625, + 5246.0, + 5283.5, + 5350.7998046875, + 5344.10009765625, + 5377.2998046875, + 5368.7998046875, + 5384.0, + 5373.39990234375, + 5338.60009765625, + 5381.19970703125, + 5476.0, + 5542.60009765625, + 5523.7998046875, + 5553.7998046875, + 5460.39990234375, + 5401.0, + 5368.69970703125, + 5363.39990234375, + 5341.7998046875, + 5349.7998046875, + 5302.5, + 5346.69970703125, + 5340.2998046875, + 5314.0, + 5300.89990234375, + 5283.19970703125, + 5290.5, + 5258.69970703125, + 5341.7998046875, + 5362.89990234375, + 5380.7998046875, + 5251.7998046875, + 5257.2998046875, + 5234.0, + 5210.39990234375, + 5120.5, + 5170.19970703125, + 5171.39990234375, + 5131.89990234375, + 5124.10009765625, + 5114.39990234375, + 5008.5, + 4989.39990234375, + 4998.0, + 5157.5, + 5177.39990234375, + 5198.7998046875, + 5193.2998046875, + 5230.19970703125, + 5227.5, + 5258.89990234375, + 5199.0, + 5191.10009765625, + 5142.0, + 5096.2998046875, + 5052.5, + 4977.19970703125, + 4899.19970703125, + 4847.5, + 4809.60009765625, + 4858.60009765625, + 4871.60009765625, + 4886.39990234375, + 4893.0, + 4937.60009765625, + 5032.5, + 5064.5, + 5103.39990234375, + 5197.5, + 5241.7998046875, + 5241.60009765625, + 5253.39990234375, + 5329.10009765625, + 5325.7998046875, + 5376.10009765625, + 5359.39990234375, + 5274.2998046875, + 5288.89990234375, + 5207.7998046875, + 5251.10009765625, + 5265.69970703125, + 5273.60009765625, + 5314.5, + 5247.39990234375, + 5298.89990234375, + 5286.60009765625, + 5256.2998046875, + 5281.10009765625, + 5280.89990234375, + 5365.7998046875, + 5399.19970703125, + 5436.5, + 5519.69970703125, + 5473.7998046875, + 5528.5, + 5500.60009765625, + 5504.2998046875, + 5554.19970703125, + 5469.0, + 5534.89990234375, + 5484.19970703125, + 5525.39990234375, + 5581.7998046875, + 5573.89990234375, + 5480.69970703125, + 5567.5, + 5611.39990234375, + 5572.5, + 5569.2998046875, + 5487.5, + 5529.39990234375, + 5568.5, + 5641.39990234375, + 5604.10009765625, + 5577.39990234375, + 5541.0, + 5442.39990234375, + 5463.39990234375, + 5491.89990234375, + 5479.19970703125, + 5446.19970703125, + 5531.10009765625, + 5511.89990234375, + 5561.2998046875, + 5627.7998046875, + 5591.39990234375, + 5650.10009765625, + 5763.69970703125, + 5775.10009765625, + 5764.89990234375, + 5869.39990234375, + 5961.0, + 5974.10009765625, + 5949.39990234375, + 6040.7998046875, + 5949.69970703125, + 5933.19970703125, + 6004.69970703125, + 6028.60009765625, + 6142.10009765625, + 6113.69970703125, + 6093.10009765625, + 6126.0, + 6122.19970703125, + 6135.10009765625, + 6126.10009765625, + 6043.19970703125, + 6074.10009765625, + 6084.60009765625, + 6139.39990234375, + 6134.7998046875, + 6110.60009765625, + 6102.0, + 6072.0, + 6039.10009765625, + 6057.69970703125, + 6041.7998046875, + 6020.60009765625, + 5994.2998046875, + 5924.10009765625, + 5972.0, + 5935.69970703125, + 5905.10009765625, + 5921.2998046875, + 5940.2998046875, + 5902.89990234375, + 5874.39990234375, + 5847.0, + 5861.69970703125, + 5848.69970703125, + 5812.39990234375, + 5767.39990234375, + 5721.69970703125, + 5808.2998046875, + 5830.69970703125, + 5757.39990234375, + 5723.60009765625, + 5685.5, + 5691.2998046875, + 5740.7998046875, + 5644.69970703125, + 5668.69970703125, + 5678.89990234375, + 5586.2998046875, + 5620.89990234375, + 5640.39990234375, + 5657.39990234375, + 5550.10009765625, + 5606.60009765625, + 5681.7998046875, + 5630.69970703125, + 5602.2998046875, + 5614.39990234375, + 5588.7998046875, + 5655.5, + 5665.19970703125, + 5612.2998046875, + 5634.0, + 5683.2998046875, + 5679.7998046875, + 5660.7998046875, + 5669.0, + 5656.0, + 5596.10009765625, + 5669.0, + 5661.69970703125, + 5624.89990234375, + 5527.5, + 5521.5, + 5620.19970703125, + 5668.89990234375, + 5540.39990234375, + 5597.7998046875, + 5568.2998046875, + 5610.2998046875, + 5645.5, + 5694.89990234375, + 5726.2998046875, + 5838.69970703125, + 5827.69970703125, + 5899.60009765625, + 6026.89990234375, + 6004.60009765625, + 5973.0, + 5967.19970703125, + 6099.19970703125, + 6093.2998046875, + 6068.7998046875, + 6078.2998046875, + 6056.89990234375, + 6009.5, + 5945.89990234375, + 5911.19970703125, + 5911.89990234375, + 5804.0, + 5744.69970703125, + 5790.60009765625, + 5851.19970703125, + 5845.5, + 5820.60009765625, + 5795.60009765625, + 5881.19970703125, + 5927.89990234375, + 5942.89990234375, + 5987.39990234375, + 5940.0, + 5973.89990234375, + 6015.5, + 6089.10009765625, + 6164.60009765625, + 6124.0, + 6081.39990234375, + 6119.0, + 6172.10009765625, + 6161.2998046875, + 6218.69970703125, + 6151.0, + 6093.19970703125, + 6016.2998046875, + 6093.10009765625, + 6102.69970703125, + 6129.0, + 6110.7998046875, + 6079.7998046875, + 6153.10009765625, + 6139.2998046875, + 6097.7998046875, + 6090.39990234375, + 5986.39990234375, + 6021.69970703125, + 6047.10009765625, + 6157.10009765625, + 6125.5, + 6134.7998046875, + 6118.7998046875, + 6102.5, + 6133.0, + 6104.89990234375, + 6125.19970703125, + 6149.89990234375, + 6058.69970703125, + 6049.60009765625, + 6035.60009765625, + 6030.10009765625, + 5899.7998046875, + 5833.60009765625, + 5742.5, + 5628.19970703125, + 5567.69970703125, + 5570.7998046875, + 5587.19970703125, + 5547.7998046875, + 5473.39990234375, + 5572.5, + 5525.69970703125, + 5450.0, + 5490.10009765625, + 5574.89990234375, + 5558.60009765625, + 5716.10009765625, + 5770.89990234375, + 5856.2998046875, + 5863.39990234375, + 5883.10009765625, + 5962.0, + 5964.0, + 6038.10009765625, + 6104.69970703125, + 6071.10009765625, + 6065.7998046875, + 6005.60009765625, + 5976.5, + 5990.5, + 5986.39990234375, + 5923.10009765625, + 5963.60009765625, + 5957.5, + 5851.60009765625, + 5823.2998046875, + 5860.2998046875, + 5859.89990234375, + 5927.60009765625, + 5916.19970703125, + 5925.5, + 5899.10009765625, + 5937.0, + 5923.2998046875, + 5939.89990234375, + 5879.2998046875, + 5897.5, + 5978.10009765625, + 5930.7998046875, + 5975.69970703125, + 5929.89990234375, + 5963.7998046875, + 6013.7998046875, + 6018.10009765625, + 6044.0, + 6094.69970703125, + 6036.5, + 6028.39990234375, + 6131.0, + 6103.7998046875, + 6065.10009765625, + 6104.0, + 6187.89990234375, + 6123.5, + 6140.5, + 6129.2998046875, + 6137.5, + 6144.0, + 6130.89990234375, + 6174.60009765625, + 6238.69970703125, + 6213.89990234375, + 6135.5, + 6127.69970703125, + 6144.7998046875, + 6169.2998046875, + 6158.0, + 6232.7998046875, + 6217.2998046875, + 6218.10009765625, + 6066.69970703125, + 6056.69970703125, + 5917.5, + 5840.7998046875, + 5737.2998046875, + 5594.69970703125, + 5528.5, + 5439.69970703125, + 5330.19970703125, + 5268.60009765625, + 5274.19970703125, + 5319.2998046875, + 5350.5, + 5485.19970703125, + 5519.10009765625, + 5538.7998046875, + 5567.10009765625, + 5752.60009765625, + 5829.60009765625, + 5905.69970703125, + 5911.39990234375, + 5974.0, + 6053.5, + 6009.19970703125, + 6071.10009765625, + 6046.69970703125, + 6080.2998046875, + 6153.39990234375, + 6180.89990234375, + 6207.7998046875, + 6111.19970703125, + 6116.60009765625, + 6003.0, + 5934.5, + 5953.10009765625, + 6006.5, + 6038.39990234375, + 5987.10009765625, + 5991.69970703125, + 5910.19970703125, + 5873.10009765625, + 5800.0, + 5781.60009765625, + 5922.69970703125, + 5977.2998046875, + 5952.60009765625, + 6138.69970703125, + 6265.7998046875, + 6255.89990234375, + 6257.0, + 6158.89990234375, + 6180.0, + 6114.10009765625, + 6215.60009765625, + 6231.7998046875, + 6240.19970703125, + 6204.89990234375, + 6185.60009765625, + 6210.69970703125, + 6226.19970703125, + 6206.2998046875, + 6118.19970703125, + 6084.39990234375, + 6091.39990234375, + 6174.10009765625, + 6126.5, + 6200.0, + 6197.60009765625, + 6175.10009765625, + 6205.0, + 6202.7998046875, + 6168.69970703125, + 6156.2998046875, + 6212.69970703125, + 6203.89990234375, + 6267.39990234375, + 6292.10009765625, + 6323.60009765625, + 6356.5, + 6348.19970703125, + 6378.2998046875, + 6327.69970703125, + 6349.69970703125, + 6363.69970703125, + 6426.2998046875, + 6431.19970703125, + 6415.39990234375, + 6425.0, + 6477.60009765625, + 6505.39990234375, + 6489.7998046875, + 6447.89990234375, + 6423.10009765625, + 6471.0, + 6479.5, + 6466.2998046875, + 6451.5, + 6480.2998046875, + 6491.7998046875, + 6554.30029296875, + 6535.99951171875, + 6512.2998046875, + 6429.7998046875, + 6275.5, + 6225.89990234375, + 6230.0, + 6307.7998046875, + 6168.7998046875, + 6110.10009765625, + 6111.89990234375, + 6113.7998046875, + 6022.39990234375, + 6000.39990234375, + 5965.19970703125, + 5947.10009765625, + 5971.19970703125, + 6012.5, + 6073.2998046875, + 6138.60009765625, + 6164.2998046875, + 6207.5, + 6342.89990234375, + 6316.60009765625, + 6325.39990234375, + 6330.7998046875, + 6377.2998046875, + 6366.69970703125, + 6371.19970703125, + 6412.7998046875, + 6448.60009765625, + 6430.69970703125, + 6441.2998046875, + 6422.60009765625, + 6435.19970703125, + 6360.19970703125, + 6207.2998046875, + 6135.2998046875, + 6104.60009765625, + 6086.60009765625, + 5993.89990234375, + 5901.60009765625, + 5907.5, + 5874.10009765625, + 5865.2998046875, + 5914.2998046875, + 5904.2998046875, + 5842.39990234375, + 5886.0, + 5939.39990234375, + 6038.69970703125, + 6060.7998046875, + 6026.7998046875, + 6080.39990234375, + 6112.10009765625, + 6098.60009765625, + 6112.7998046875, + 6104.60009765625, + 5995.7998046875, + 5909.39990234375, + 5967.0, + 5959.69970703125, + 5929.2998046875, + 5975.5, + 5946.39990234375, + 6029.19970703125, + 6041.5, + 6045.89990234375, + 6112.2998046875, + 6191.39990234375, + 6252.5, + 6239.89990234375, + 6349.69970703125, + 6381.39990234375, + 6356.10009765625, + 6369.60009765625, + 6390.60009765625, + 6360.2998046875, + 6366.7998046875, + 6371.2998046875, + 6319.60009765625, + 6315.0, + 6359.69970703125, + 6295.39990234375, + 6270.2998046875, + 6328.5, + 6297.60009765625, + 6351.10009765625, + 6353.10009765625, + 6349.19970703125, + 6318.89990234375, + 6326.10009765625, + 6266.10009765625, + 6244.5, + 6187.5, + 6079.39990234375, + 6021.7998046875, + 6027.89990234375, + 5983.89990234375, + 5916.7998046875, + 5855.39990234375, + 5927.7998046875, + 5906.2998046875, + 5907.60009765625, + 5894.89990234375, + 5927.0, + 5929.39990234375, + 5948.7998046875, + 6081.89990234375, + 6091.69970703125, + 6137.5, + 6131.2998046875, + 6149.60009765625, + 6250.0, + 6175.39990234375, + 6170.89990234375, + 6257.2998046875, + 6259.69970703125, + 6318.5, + 6355.89990234375, + 6333.0, + 6442.5, + 6357.19970703125, + 6395.7998046875, + 6362.19970703125, + 6372.5, + 6373.0, + 6422.69970703125, + 6350.60009765625, + 6403.19970703125, + 6357.0, + 6357.19970703125, + 6346.19970703125, + 6390.60009765625, + 6381.7998046875, + 6383.0, + 6448.60009765625, + 6447.5, + 6350.89990234375, + 6358.39990234375, + 6380.0, + 6360.10009765625, + 6348.7998046875, + 6315.10009765625, + 6286.60009765625, + 6242.10009765625, + 6217.2998046875, + 6183.5, + 6200.69970703125, + 6106.0, + 6070.2998046875, + 6091.2998046875, + 6110.19970703125, + 6084.7998046875, + 6075.0, + 6099.5, + 6059.69970703125, + 6008.69970703125, + 5909.0, + 5833.89990234375, + 5787.2998046875, + 5800.60009765625, + 5721.60009765625, + 5771.69970703125, + 5786.10009765625, + 5794.7998046875, + 5768.0, + 5659.39990234375, + 5694.10009765625, + 5826.89990234375, + 5844.60009765625, + 5866.5, + 5979.7998046875, + 5975.0, + 6019.89990234375, + 6087.60009765625, + 6025.5, + 6008.69970703125, + 5984.69970703125, + 6036.0, + 6079.10009765625, + 6019.2998046875, + 5963.7998046875, + 5936.5, + 5878.2998046875, + 5901.2998046875, + 5918.69970703125, + 5863.0, + 5845.60009765625, + 5952.0, + 6008.19970703125, + 5996.10009765625, + 6046.0, + 5952.89990234375, + 6067.69970703125, + 6144.60009765625, + 6154.19970703125, + 6167.89990234375, + 6261.60009765625, + 6194.39990234375, + 6148.5, + 6131.2998046875, + 6128.0, + 6063.60009765625, + 5956.60009765625, + 5856.60009765625, + 5936.69970703125, + 6042.89990234375, + 6025.5, + 6024.2998046875, + 6083.39990234375, + 6034.5, + 6069.89990234375, + 6044.7998046875, + 6101.39990234375, + 5990.60009765625, + 5987.5, + 6021.89990234375, + 5964.5, + 6031.2998046875, + 5992.19970703125, + 5975.39990234375, + 5823.19970703125, + 5808.19970703125, + 5820.69970703125, + 5870.60009765625, + 5928.89990234375, + 6039.19970703125, + 6036.19970703125, + 6112.69970703125, + 6110.2998046875, + 6097.69970703125, + 6113.0, + 6141.0, + 6128.5, + 6191.69970703125, + 6352.5, + 6391.10009765625, + 6415.7998046875, + 6324.7998046875, + 6286.69970703125, + 6229.60009765625, + 6264.2998046875, + 6196.89990234375, + 6295.5, + 6302.5, + 6354.19970703125, + 6327.19970703125, + 6305.19970703125, + 6263.7998046875, + 6259.10009765625, + 6217.19970703125, + 6211.5, + 6293.69970703125, + 6352.60009765625, + 6356.89990234375, + 6389.89990234375, + 6471.0, + 6443.7998046875, + 6441.2998046875, + 6498.0, + 6450.89990234375, + 6452.69970703125, + 6395.69970703125, + 6490.10009765625, + 6461.2998046875, + 6459.89990234375, + 6414.69970703125, + 6360.2998046875, + 6301.69970703125, + 6233.0, + 6249.5, + 6234.2998046875, + 6199.7998046875, + 6187.69970703125, + 6243.19970703125, + 6086.39990234375, + 5903.69970703125, + 5827.2998046875, + 5766.60009765625, + 5639.39990234375, + 5665.0, + 5697.5, + 5698.5, + 5597.10009765625, + 5578.10009765625, + 5610.2998046875, + 5567.60009765625, + 5575.2998046875, + 5718.39990234375, + 5774.19970703125, + 5768.0, + 5875.89990234375, + 6017.60009765625, + 5978.10009765625, + 6031.10009765625, + 6003.89990234375, + 6045.5, + 6010.10009765625, + 6012.69970703125, + 6065.19970703125, + 6078.89990234375, + 6039.69970703125, + 6088.89990234375, + 6165.19970703125, + 6284.0, + 6283.69970703125, + 6263.2998046875, + 6337.0, + 6312.7998046875, + 6295.69970703125, + 6339.89990234375, + 6396.39990234375, + 6416.2998046875, + 6407.10009765625, + 6412.7998046875, + 6371.89990234375, + 6348.10009765625, + 6294.60009765625, + 6299.19970703125, + 6338.0, + 6273.69970703125, + 6280.60009765625, + 6227.7998046875, + 6284.39990234375, + 6293.39990234375, + 6290.19970703125, + 6280.39990234375, + 6353.10009765625, + 6313.89990234375, + 6380.2998046875, + 6393.5, + 6381.7998046875, + 6334.19970703125, + 6319.60009765625, + 6361.2998046875, + 6393.89990234375, + 6442.5, + 6454.2998046875, + 6466.19970703125, + 6398.69970703125, + 6438.7998046875, + 6503.60009765625, + 6437.60009765625, + 6469.0, + 6451.7998046875, + 6526.5, + 6454.39990234375, + 6465.2998046875, + 6408.39990234375, + 6433.69970703125, + 6400.69970703125, + 6351.5, + 6399.89990234375, + 6479.0, + 6505.5, + 6459.69970703125, + 6558.39990234375, + 6551.10009765625, + 6550.39990234375, + 6547.39990234375, + 6594.99951171875, + 6647.89990234375, + 6687.49951171875, + 6683.99951171875, + 6670.49951171875, + 6731.60009765625, + 6657.99951171875, + 6740.60009765625, + 6681.39990234375, + 6670.39990234375, + 6654.30029296875, + 6624.39990234375, + 6606.69970703125, + 6609.99951171875, + 6639.19970703125, + 6632.60009765625, + 6599.69970703125, + 6587.89990234375, + 6582.30029296875, + 6594.80029296875, + 6570.89990234375, + 6558.19970703125, + 6567.69970703125, + 6557.19970703125, + 6563.30029296875, + 6572.10009765625, + 6696.10009765625, + 6712.39990234375, + 6672.69970703125, + 6745.10009765625, + 6787.19970703125, + 6756.60009765625, + 6671.19970703125, + 6624.19970703125, + 6630.39990234375, + 6641.89990234375, + 6627.60009765625, + 6662.49951171875, + 6575.99951171875, + 6595.30029296875, + 6526.69970703125, + 6529.89990234375, + 6466.39990234375, + 6468.19970703125, + 6429.10009765625, + 6498.19970703125, + 6543.69970703125, + 6521.89990234375, + 6524.5, + 6538.49951171875, + 6510.0, + 6499.60009765625, + 6526.5, + 6520.2998046875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 0.00010421629849588498, + 0.00014650941011495888, + 0.0003132729616481811, + -0.0002356642798986286, + -6.204529927344993e-05, + -2.827331809385214e-05, + -1.5302308383979835e-05, + -8.036550752876792e-06, + -4.089358753844863e-06, + -1.599333472768194e-06, + 6.305710797960273e-08, + 1.1965584008066799e-06, + 1.9647668523248285e-06, + 2.5174881557177287e-06, + 2.9539421575464075e-06, + 3.2742223083914723e-06, + 3.506187567836605e-06, + 3.6708304378407774e-06, + 3.785620947382995e-06, + 3.862480753014097e-06, + 3.911489329766482e-06, + 3.940392616641475e-06, + 3.954810836148681e-06, + 3.9575411392434034e-06, + 3.951257440348854e-06, + 3.9377105167659465e-06, + 3.917722096957732e-06, + 3.892557288054377e-06, + 3.8641569517494645e-06, + 3.8320781641232315e-06, + 3.7970974062773166e-06, + 3.7602794691338204e-06, + 3.7209542824712116e-06, + 3.680316467580269e-06, + 3.638714360931772e-06, + 3.5972752812085673e-06, + 3.5550656320992857e-06, + 3.512329158184002e-06, + 3.4685467653616797e-06, + 3.4256581784575246e-06, + 3.3833066481747665e-06, + 3.339867362228688e-06, + 3.2974362511595245e-06, + 3.255353249187465e-06, + 3.214409616703051e-06, + 3.17415992867609e-06, + 3.1342653983301716e-06, + 3.0932342269807123e-06, + 3.0532251003023703e-06, + 3.013404693774646e-06, + 2.9749865007033804e-06, + 2.937965746241389e-06, + 2.9012462618993595e-06, + 2.866117483790731e-06, + 2.8323552214715164e-06, + 2.7997002689517103e-06, + 2.767266323644435e-06, + 2.735719363045064e-06, + 2.704767211980652e-06, + 2.674470579222543e-06, + 2.6452030397194903e-06, + 2.6169491320615634e-06, + 2.5896511033352e-06, + 2.5633185032347683e-06, + 2.53730308941158e-06, + 2.5117481072811643e-06, + 2.4865778414095985e-06, + 2.4616415430500638e-06, + 2.4367761852772674e-06, + 2.412433104836964e-06, + 2.3887407678557793e-06, + 2.3653942662349436e-06, + 2.3427548967447365e-06, + 2.3203392629511654e-06, + 2.2985509531281423e-06, + 2.277191924804356e-06, + 2.255873596368474e-06, + 2.2353851818479598e-06, + 2.2154806629259838e-06, + 2.1961125185043784e-06, + 2.17709430216928e-06, + 2.1586956790997647e-06, + 2.141010099876439e-06, + 2.123706281054183e-06, + 2.1068565274617868e-06, + 2.0902505184494657e-06, + 2.074065832857741e-06, + 2.0582799606927438e-06, + 2.0426198261702666e-06, + 2.0273450900276657e-06, + 2.0123311514907982e-06, + 1.9973786038463004e-06, + 1.98251700567198e-06, + 1.967918933587498e-06, + 1.9536498712113826e-06, + 1.9394071841816185e-06, + 1.925366404975648e-06, + 1.9114640963380225e-06, + 1.89787499493832e-06, + 1.8846851617126958e-06, + 1.8716685872277594e-06, + 1.8586301848699804e-06, + 1.8457338910593535e-06, + 1.832888870012539e-06, + 1.8202899809693918e-06, + 1.8077691947837593e-06, + 1.7954686200027936e-06, + 1.7832605863077333e-06, + 1.7712178532747203e-06, + 1.7593325765119516e-06, + 1.7475798586019664e-06, + 1.7360174524583272e-06, + 1.7244533410121221e-06, + 1.7128951412814786e-06, + 1.7014730246955878e-06, + 1.6902504285098985e-06, + 1.6792469068604987e-06, + 1.6684938373145997e-06, + 1.6579700741203851e-06, + 1.647674025662127e-06, + 1.637452214708901e-06, + 1.627480742172338e-06, + 1.6176229564734967e-06, + 1.6078540738817537e-06, + 1.598119752088678e-06, + 1.5885536868154304e-06, + 1.5790809584359522e-06, + 1.569772393850144e-06, + 1.560582973070268e-06, + 1.5515531686105533e-06, + 1.5427178823301801e-06, + 1.5339456922447425e-06, + 1.525153834336379e-06, + 1.5163909665716346e-06, + 1.5077904436111567e-06, + 1.4992732531027286e-06, + 1.4910228856024332e-06, + 1.482979087086278e-06, + 1.4750951322639594e-06, + 1.4673275927634677e-06, + 1.4596962500945665e-06, + 1.4521561979563558e-06, + 1.44478156016703e-06, + 1.437442961105262e-06, + 1.4302087265605223e-06, + 1.423102617081895e-06, + 1.4161040553517523e-06, + 1.4092161109147128e-06, + 1.4024038819115958e-06, + 1.3957156852484331e-06, + 1.3890046375308884e-06, + 1.3823499784848536e-06, + 1.3757547776549472e-06, + 1.3693946812054492e-06, + 1.3631021147375577e-06, + 1.356909706373699e-06, + 1.3508155234376318e-06, + 1.3448927802528488e-06, + 1.3389779951467062e-06, + 1.33312676098285e-06, + 1.327382960880641e-06, + 1.3217089644967928e-06, + 1.3161055676391697e-06, + 1.3106746337143704e-06, + 1.3053189604761428e-06, + 1.3000073977309512e-06, + 1.2945820344612002e-06, + 1.2891921414848184e-06, + 1.2838358998124022e-06, + 1.2785403669113293e-06, + 1.2732618870359147e-06, + 1.2680401368925232e-06, + 1.2628407830561628e-06, + 1.2577525012602564e-06, + 1.2527223134384258e-06, + 1.2477886457418208e-06, + 1.2429458138285554e-06, + 1.2381897249724716e-06, + 1.2335476640146226e-06, + 1.2290192898944952e-06, + 1.2245775451447116e-06, + 1.2202082189105568e-06, + 1.2158320714661386e-06, + 1.2114816172470455e-06, + 1.2071553783243871e-06, + 1.2028601759084268e-06, + 1.1985628134425497e-06, + 1.1942209994231234e-06, + 1.189889871966443e-06, + 1.1855642014779733e-06, + 1.1811981721621123e-06, + 1.176834757643519e-06, + 1.172511247204966e-06, + 1.168217067970545e-06, + 1.1639006061159307e-06, + 1.1596260947044357e-06, + 1.1553506737982389e-06, + 1.1511273214637185e-06, + 1.1470081062725512e-06, + 1.1429139021856827e-06, + 1.138917355092417e-06, + 1.1349220585543662e-06, + 1.1309501815048861e-06, + 1.1270062714174856e-06, + 1.123065999308892e-06, + 1.1192086049049976e-06, + 1.1153460945934057e-06, + 1.1115250799775822e-06, + 1.1077576118623256e-06, + 1.1040037861675955e-06, + 1.1002811106664012e-06, + 1.0965300134557765e-06, + 1.0927873290711432e-06, + 1.0890505564020714e-06, + 1.0852888863155385e-06, + 1.0815901987371035e-06, + 1.0778862815641332e-06, + 1.074232159226085e-06, + 1.0706062312237918e-06, + 1.0669780294847442e-06, + 1.0634350928739877e-06, + 1.059879195963731e-06, + 1.0563848036326817e-06, + 1.0528926850383868e-06, + 1.0493939726075041e-06, + 1.045928911480587e-06, + 1.0425493428556365e-06, + 1.0391438536316855e-06, + 1.0357391602155985e-06, + 1.0323853985028109e-06, + 1.029060285873129e-06, + 1.0258097518089926e-06, + 1.0225598998658825e-06, + 1.0193125490332022e-06, + 1.0160487136090524e-06, + 1.012832058222557e-06, + 1.009655647976615e-06, + 1.006524144031573e-06, + 1.0034714250650723e-06, + 1.0004297337218304e-06, + 9.973947499020142e-07, + 9.943892109731678e-07, + 9.914235761243617e-07, + 9.88433725979121e-07, + 9.854762765826308e-07, + 9.825141660257941e-07, + 9.795388677957817e-07, + 9.766047242010245e-07, + 9.73661713032925e-07, + 9.706820947030792e-07, + 9.677190746515407e-07, + 9.647836805015686e-07, + 9.618177045922494e-07, + 9.588287639417103e-07, + 9.558565352563164e-07, + 9.529194926471973e-07, + 9.499604516349791e-07, + 9.470683721701789e-07, + 9.442061923436995e-07, + 9.413314501216519e-07, + 9.384672239320935e-07, + 9.355716770187428e-07, + 9.327116572421801e-07, + 9.298831287196663e-07, + 9.270610803469026e-07, + 9.242621672456153e-07, + 9.214785450240015e-07, + 9.187200475935242e-07, + 9.160190757029341e-07, + 9.133242429015809e-07, + 9.106445304496447e-07, + 9.079606684281316e-07, + 9.052985774360423e-07, + 9.026663292388548e-07, + 9.000567615657928e-07, + 8.974787419901986e-07, + 8.949328389462607e-07, + 8.923971677177178e-07, + 8.898858823158662e-07, + 8.874008017301094e-07, + 8.849436881064321e-07, + 8.825317650007491e-07, + 8.801167723504477e-07, + 8.7773253198975e-07, + 8.753763154345506e-07, + 8.730293075132067e-07, + 8.706902576705033e-07, + 8.683812211529585e-07, + 8.66098162077833e-07, + 8.638402846372628e-07, + 8.615912179266161e-07, + 8.593613642915443e-07, + 8.571593070882955e-07, + 8.549878316443937e-07, + 8.528466537427448e-07, + 8.506864901391964e-07, + 8.485312719130889e-07, + 8.464162988275348e-07, + 8.443262231594417e-07, + 8.422624659942812e-07, + 8.40208826957678e-07, + 8.381496172660263e-07, + 8.361365644304897e-07, + 8.341266948264092e-07, + 8.32124896987807e-07, + 8.301669254251465e-07, + 8.282079875243653e-07, + 8.262533697234176e-07, + 8.243040383604239e-07, + 8.224022280955978e-07, + 8.204917207876861e-07, + 8.185665478777082e-07, + 8.166693419298099e-07, + 8.147920880219317e-07, + 8.129211437335471e-07, + 8.110689009299676e-07, + 8.092048346952652e-07, + 8.073478170445014e-07, + 8.055181979216286e-07, + 8.036914778131177e-07, + 8.018588459890452e-07, + 8.000372986316506e-07, + 7.982317242749559e-07, + 7.964332553456188e-07, + 7.946485993670649e-07, + 7.928921945676848e-07, + 7.911223178780347e-07, + 7.893642077760887e-07, + 7.876267886786081e-07, + 7.859282504796283e-07, + 7.842402283131378e-07, + 7.825308330211556e-07, + 7.808156965438684e-07, + 7.791480811647489e-07, + 7.774717687425436e-07, + 7.758127367196721e-07, + 7.741497256574803e-07, + 7.724848387624661e-07, + 7.708140401518904e-07, + 7.691427299505449e-07, + 7.67447488669859e-07, + 7.657644118808093e-07, + 7.640696253474744e-07, + 7.623476676599239e-07, + 7.606415124428167e-07, + 7.589534902763262e-07, + 7.572761546725815e-07, + 7.55570965793595e-07, + 7.538768613812863e-07, + 7.521987299696775e-07, + 7.505270218644e-07, + 7.48870206734864e-07, + 7.472351057913329e-07, + 7.456258117599646e-07, + 7.440341960318619e-07, + 7.424505952258187e-07, + 7.409037721117784e-07, + 7.39380254799471e-07, + 7.378521900136548e-07, + 7.363158260886848e-07, + 7.347886139541515e-07, + 7.332753853006579e-07, + 7.317760832847853e-07, + 7.302621156668465e-07, + 7.287437711056555e-07, + 7.272292350535281e-07, + 7.257110041791748e-07, + 7.242123274409096e-07, + 7.227126275211049e-07, + 7.212100854303571e-07, + 7.196967999334447e-07, + 7.181725436566921e-07, + 7.166661930568807e-07, + 7.151778049774293e-07, + 7.136878252822498e-07, + 7.121925591491163e-07, + 7.107074111445399e-07, + 7.092160672073078e-07, + 7.077484838191594e-07, + 7.063019324959896e-07, + 7.048806764942128e-07, + 7.034482223389205e-07, + 7.020205430308124e-07, + 7.00593830060825e-07, + 6.991782584009343e-07, + 6.977768407523399e-07, + 6.963653049751883e-07, + 6.94963887326594e-07, + 6.935786700523749e-07, + 6.922017519173096e-07, + 6.908547902639839e-07, + 6.895061801515112e-07, + 6.881582521600649e-07, + 6.867923616482585e-07, + 6.85439999870141e-07, + 6.840920150352758e-07, + 6.827539209552924e-07, + 6.814256039433531e-07, + 6.800969458709005e-07, + 6.787806228203408e-07, + 6.774660619157657e-07, + 6.761522968190548e-07, + 6.748640544174123e-07, + 6.735835995641537e-07, + 6.723119554408186e-07, + 6.710472462145844e-07, + 6.698152787976142e-07, + 6.686024676128e-07, + 6.67413644350745e-07, + 6.662532427981205e-07, + 6.651100079579919e-07, + 6.639706953137647e-07, + 6.628325763813336e-07, + 6.617070766878896e-07, + 6.606009606002772e-07, + 6.59479212572478e-07, + 6.58371277495462e-07, + 6.572827260242775e-07, + 6.561904228874482e-07, + 6.550855005116318e-07, + 6.539882519973617e-07, + 6.528643439196458e-07, + 6.517341830658552e-07, + 6.505920850941038e-07, + 6.494533408840653e-07, + 6.483155630121473e-07, + 6.471672691077401e-07, + 6.46023465833423e-07, + 6.448703970818315e-07, + 6.437095976252749e-07, + 6.425601668524905e-07, + 6.414165909518488e-07, + 6.402891585821635e-07, + 6.391718443410355e-07, + 6.380566333064053e-07, + 6.369467087097291e-07, + 6.35853098174266e-07, + 6.347565886244411e-07, + 6.336655928862456e-07, + 6.325983576971339e-07, + 6.315404448287154e-07, + 6.30480030849867e-07, + 6.294238801274332e-07, + 6.283597713263589e-07, + 6.273019721447781e-07, + 6.262467309170461e-07, + 6.252004141060752e-07, + 6.241515393412556e-07, + 6.231092015696049e-07, + 6.220680575097504e-07, + 6.210415790519619e-07, + 6.200159532454563e-07, + 6.18980436684069e-07, + 6.179571414577367e-07, + 6.169301514091785e-07, + 6.159149847917433e-07, + 6.148980560283235e-07, + 6.138766366348136e-07, + 6.128585141595977e-07, + 6.118400506238686e-07, + 6.108170396146306e-07, + 6.098078983995947e-07, + 6.08803986779094e-07, + 6.077870580156741e-07, + 6.067786557650834e-07, + 6.057806558601442e-07, + 6.047801548447751e-07, + 6.03769876761362e-07, + 6.027740937497583e-07, + 6.017795044499508e-07, + 6.007905994920293e-07, + 5.998042524879565e-07, + 5.988207476548268e-07, + 5.978430976938398e-07, + 5.968624350316531e-07, + 5.958754059065541e-07, + 5.948961643298389e-07, + 5.939331231274991e-07, + 5.929749704591813e-07, + 5.920178409724031e-07, + 5.910605977987871e-07, + 5.901087547499628e-07, + 5.891491809961735e-07, + 5.881956326447835e-07, + 5.872456654287816e-07, + 5.863223577762255e-07, + 5.854039386576915e-07, + 5.845099053658487e-07, + 5.836305945194908e-07, + 5.827699283145193e-07, + 5.819334774059826e-07, + 5.81109588893014e-07, + 5.803016165373265e-07, + 5.795123456664442e-07, + 5.787346140095906e-07, + 5.779584171250463e-07, + 5.771779569840874e-07, + 5.763953936366306e-07, + 5.755955498898402e-07, + 5.747934324062953e-07, + 5.739910307056562e-07, + 5.731870942327078e-07, + 5.723591129935812e-07, + 5.715228894587199e-07, + 5.70678707845218e-07, + 5.698365725947951e-07, + 5.689884687853919e-07, + 5.681321795236727e-07, + 5.672851557392278e-07, + 5.664323907694779e-07, + 5.655861059494782e-07, + 5.647381158269127e-07, + 5.638830202769896e-07, + 5.630271289192024e-07, + 5.621706691272266e-07, + 5.613305233964638e-07, + 5.604926514024555e-07, + 5.596731966761581e-07, + 5.588658495980781e-07, + 5.580587298936734e-07, + 5.572471764025977e-07, + 5.564340312957938e-07, + 5.556306064136152e-07, + 5.548292847379344e-07, + 5.540415486393613e-07, + 5.532613158720778e-07, + 5.524933612832683e-07, + 5.51730238385062e-07, + 5.509510856427369e-07, + 5.50167328583484e-07, + 5.493894263963739e-07, + 5.485899237100966e-07, + 5.477767217598739e-07, + 5.469676125358092e-07, + 5.461611749524309e-07, + 5.453701987789827e-07, + 5.445792226055346e-07, + 5.437993877421832e-07, + 5.430093210634368e-07, + 5.422199365057168e-07, + 5.414321435637248e-07, + 5.406515128925093e-07, + 5.398759981289913e-07, + 5.390999149312847e-07, + 5.383246275414422e-07, + 5.375543992158782e-07, + 5.367976996240031e-07, + 5.360475938687159e-07, + 5.352991365725757e-07, + 5.345430622583081e-07, + 5.337952870831941e-07, + 5.330410886017489e-07, + 5.322896754478279e-07, + 5.315434350450232e-07, + 5.307961146172602e-07, + 5.300515795170213e-07, + 5.293135245665326e-07, + 5.285793918119452e-07, + 5.278409389575245e-07, + 5.271060103950731e-07, + 5.263659659249242e-07, + 5.256255235508434e-07, + 5.248838874649664e-07, + 5.241408871370368e-07, + 5.234012974142388e-07, + 5.22660798196739e-07, + 5.219285412749741e-07, + 5.211962275097903e-07, + 5.204647095524706e-07, + 5.197285304348043e-07, + 5.189942271499604e-07, + 5.18264187121531e-07, + 5.175355681785732e-07, + 5.16803424943646e-07, + 5.160705995876924e-07, + 5.153420374881534e-07, + 5.146205808159721e-07, + 5.13904296894907e-07, + 5.131851139594801e-07, + 5.124673521095247e-07, + 5.117534556120518e-07, + 5.110435381538991e-07, + 5.103328248878825e-07, + 5.096231916468241e-07, + 5.089091814625135e-07, + 5.081994345346175e-07, + 5.074946898275812e-07, + 5.068011432740605e-07, + 5.061264118921827e-07, + 5.054590701547568e-07, + 5.047933768764779e-07, + 5.041214876655431e-07, + 5.0346648095001e-07, + 5.028196596867929e-07, + 5.021745437261416e-07, + 5.015311899114749e-07, + 5.008993753108371e-07, + 5.002716534363572e-07, + 4.996494453735068e-07, + 4.990309889763012e-07, + 4.984117367712315e-07, + 4.977900402991509e-07, + 4.971639100403991e-07, + 4.965328912476252e-07, + 4.959011334904062e-07, + 4.952668746227573e-07, + 4.946207354805665e-07, + 4.939792574987223e-07, + 4.933388595418364e-07, + 4.926998826704221e-07, + 4.920581773149024e-07, + 4.914195415040012e-07, + 4.907823836219904e-07, + 4.901430656900629e-07, + 4.895021561424073e-07, + 4.888649982603965e-07, + 4.882287498730875e-07, + 4.875963099948422e-07, + 4.86964609081042e-07, + 4.863421736445162e-07, + 4.857364501731354e-07, + 4.85139537431678e-07, + 4.845472858505673e-07, + 4.83958501718007e-07, + 4.833802904613549e-07, + 4.828125383937731e-07, + 4.82245752664312e-07, + 4.816837417820352e-07, + 4.811240614799317e-07, + 4.805612547897908e-07, + 4.80000892366661e-07, + 4.794478627445642e-07, + 4.788921614817809e-07, + 4.783329927704472e-07, + 4.777659796673106e-07, + 4.771985118168232e-07, + 4.7663576197010116e-07, + 4.760695730965381e-07, + 4.7550201998092234e-07, + 4.7493730903624964e-07, + 4.743728254652524e-07, + 4.7381070089613786e-07, + 4.732600586976332e-07, + 4.7271882408495003e-07, + 4.7217375254149374e-07, + 4.7163081262624473e-07, + 4.710920791239914e-07, + 4.705506171376328e-07, + 4.7001316261230386e-07, + 4.694697111062851e-07, + 4.689266006607795e-07, + 4.683845702402323e-07, + 4.6783804918959504e-07, + 4.6728598590561887e-07, + 4.667300004257413e-07, + 4.661766865865502e-07, + 4.65615244138462e-07, + 4.650525795568683e-07, + 4.644937803277571e-07, + 4.63935379002578e-07, + 4.6337672188201395e-07, + 4.6282227117444563e-07, + 4.622688152267074e-07, + 4.6171652456905576e-07, + 4.611702593138034e-07, + 4.6062589831308287e-07, + 4.6007920673218905e-07, + 4.5953953531352454e-07, + 4.5900353029537655e-07, + 4.584640294069686e-07, + 4.5792862124471867e-07, + 4.5739014353785024e-07, + 4.5685303007303446e-07, + 4.5631767875420337e-07, + 4.557863633181114e-07, + 4.5525590053330234e-07, + 4.547319178982434e-07, + 4.542111184946407e-07, + 4.5369645818027493e-07, + 4.53192086524723e-07, + 4.5269379711498914e-07, + 4.521962466697005e-07, + 4.5170358475843386e-07, + 4.512176872140117e-07, + 4.5073801402395475e-07, + 4.5025359440842294e-07, + 4.4977210222896247e-07, + 4.492917469178792e-07, + 4.488135800784221e-07, + 4.48333963731784e-07, + 4.47855342144976e-07, + 4.4737637949765485e-07, + 4.4688786715596507e-07, + 4.463998379833356e-07, + 4.4590939296540455e-07, + 4.4542068167174875e-07, + 4.4493179984783637e-07, + 4.444362105004984e-07, + 4.439477550022275e-07, + 4.434608911196847e-07, + 4.4296851342551236e-07, + 4.424772157562984e-07, + 4.419826211687905e-07, + 4.414864065438451e-07, + 4.4099328988522757e-07, + 4.4049295411241474e-07, + 4.4000051957482356e-07, + 4.395064365780854e-07, + 4.390162189338298e-07, + 4.3852651288034394e-07, + 4.38038057382073e-07, + 4.3754704392995336e-07, + 4.37062851688097e-07, + 4.3657587411871646e-07, + 4.360937282399391e-07, + 4.356128044946672e-07, + 4.351338986907649e-07, + 4.346529465237836e-07, + 4.341738701896247e-07, + 4.336959591455525e-07, + 4.332143817009637e-07, + 4.327341684984276e-07, + 4.3226231127846404e-07, + 4.317911361795268e-07, + 4.3131959159836697e-07, + 4.308507186578936e-07, + 4.303838636587898e-07, + 4.299206750602025e-07, + 4.294606981147808e-07, + 4.290051265343209e-07, + 4.2855248238993227e-07, + 4.281034193809319e-07, + 4.276541858416749e-07, + 4.2721288195934903e-07, + 4.2677521605583024e-07, + 4.2633706698325113e-07, + 4.2589857685015886e-07, + 4.254629857314285e-07, + 4.2502912833697337e-07, + 4.2459453197807306e-07, + 4.2416377254994586e-07, + 4.237376458604558e-07, + 4.2331953409302514e-07, + 4.2290767510166916e-07, + 4.2250002252330887e-07, + 4.2209234152323916e-07, + 4.2169111225121014e-07, + 4.2128718291678524e-07, + 4.208831967389415e-07, + 4.204794663564826e-07, + 4.200784360364196e-07, + 4.196858469640574e-07, + 4.1929166627596715e-07, + 4.1888915802701376e-07, + 4.1848633713925665e-07, + 4.1808289097389206e-07, + 4.176725667548453e-07, + 4.1726352151272295e-07, + 4.1685231622068386e-07, + 4.164374161064188e-07, + 4.1602771716497955e-07, + 4.156200930083287e-07, + 4.1521499838381715e-07, + 4.1480734580545686e-07, + 4.143977321291459e-07, + 4.139930069868569e-07, + 4.1359291458320513e-07, + 4.131955790853681e-07, + 4.128029900130059e-07, + 4.12409690397908e-07, + 4.120161349874252e-07, + 4.1162715547216067e-07, + 4.1124013705484685e-07, + 4.108468942831678e-07, + 4.1045086618396454e-07, + 4.1005648654390825e-07, + 4.096597194802598e-07, + 4.092699157354218e-07, + 4.0887348973228654e-07, + 4.0847294258128386e-07, + 4.080727080690849e-07, + 4.0767244513517653e-07, + 4.072670662935707e-07, + 4.068668886247906e-07, + 4.064706331519119e-07, + 4.060763387769839e-07, + 4.056831812704331e-07, + 4.0529499756303267e-07, + 4.0491451613888785e-07, + 4.045412254072289e-07, + 4.041636145757366e-07, + 4.0378006360697327e-07, + 4.0339847373616067e-07, + 4.030177649383404e-07, + 4.0263415712615824e-07, + 4.022544715098775e-07, + 4.018733932298346e-07, + 4.014947023733839e-07, + 4.011133114545373e-07, + 4.0073967966236523e-07, + 4.003670426300232e-07, + 3.999930413556285e-07, + 3.996234170244861e-07, + 3.992504105099215e-07, + 3.9888067249194137e-07, + 3.9851272504165536e-07, + 3.98154924141636e-07, + 3.977987717007636e-07, + 3.9744256241647236e-07, + 3.970840225520078e-07, + 3.9672266893830965e-07, + 3.9635537518734054e-07, + 3.959890761962015e-07, + 3.9561894027428934e-07, + 3.9524968542536953e-07, + 3.9488202219217783e-07, + 3.9451421685043897e-07, + 3.9414550201399834e-07, + 3.937783503715764e-07, + 3.9340821444966423e-07, + 3.930292962195381e-07, + 3.92648928482231e-07, + 3.9226796388902585e-07, + 3.9189322365018597e-07, + 3.9152160979938344e-07, + 3.911541739398672e-07, + 3.907854306817171e-07, + 3.904214906924608e-07, + 3.9005257690405415e-07, + 3.8968406101957953e-07, + 3.8931335666347877e-07, + 3.8894503973097017e-07, + 3.8857879758325e-07, + 3.88215738666986e-07, + 3.8785375977568037e-07, + 3.8749496411583095e-07, + 3.871372484809399e-07, + 3.8677561065014743e-07, + 3.864113864437968e-07, + 3.860476738282159e-07, + 3.856828811876767e-07, + 3.853142800380738e-07, + 3.849480378903536e-07, + 3.8458276208075404e-07, + 3.8421509884756233e-07, + 3.8385090306292113e-07, + 3.834874178210157e-07, + 3.8312794004013995e-07, + 3.8276394320746476e-07, + 3.8240236222009116e-07, + 3.820416338840005e-07, + 3.816842593096226e-07, + 3.813306648225989e-07, + 3.809811062183144e-07, + 3.8063603824411985e-07, + 3.8029079973966873e-07, + 3.799471244292363e-07, + 3.79606035494362e-07, + 3.7926636764495925e-07, + 3.789243692153832e-07, + 3.78591607841372e-07, + 3.782695330301067e-07, + 3.779521762226068e-07, + 3.776387416110083e-07, + 3.7733278190899e-07, + 3.770259695556888e-07, + 3.7671799191230093e-07, + 3.764105258596828e-07, + 3.761091136311734e-07, + 3.758092361749732e-07, + 3.755081365852675e-07, + 3.7520990758821426e-07, + 3.749117638562893e-07, + 3.746065431187162e-07, + 3.742989065358415e-07, + 3.739921794476686e-07, + 3.7368027960837935e-07, + 3.7336153013711737e-07, + 3.7304545230654185e-07, + 3.727272144260496e-07, + 3.7241099448692694e-07, + 3.720932113537856e-07, + 3.717779293310741e-07, + 3.7146310205571353e-07, + 3.711461715738551e-07, + 3.7082912740515894e-07, + 3.7051475487714924e-07, + 3.701983928294794e-07, + 3.698787622852251e-07, + 3.6955358950763184e-07, + 3.692290988510649e-07, + 3.689063134970638e-07, + 3.685804017550254e-07, + 3.6825636584580934e-07, + 3.679339215523214e-07, + 3.676098287996865e-07, + 3.6728351915371604e-07, + 3.669568684472324e-07, + 3.6663141145254485e-07, + 3.6630629551837046e-07, + 3.659839080683014e-07, + 3.656633964510547e-07, + 3.6534623859552084e-07, + 3.65029478643919e-07, + 3.6471141129368334e-07, + 3.643972092959302e-07, + 3.64083263093562e-07, + 3.637725569660688e-07, + 3.634596623669495e-07, + 3.6314693829808675e-07, + 3.628350384587975e-07, + 3.6252419022275717e-07, + 3.622104145506455e-07, + 3.6189916841067316e-07, + 3.615852790517238e-07, + 3.612713896927744e-07, + 3.609586940456211e-07, + 3.6064895425624854e-07, + 3.6034055028721923e-07, + 3.6003069681100897e-07, + 3.5971987699667807e-07, + 3.5940735187978134e-07, + 3.590948836063035e-07, + 3.587824721762445e-07, + 3.5847395452037745e-07, + 3.581641010441672e-07, + 3.5785177487923647e-07, + 3.5754325722336944e-07, + 3.5723383007280063e-07, + 3.5692582400770334e-07, + 3.5661491892824415e-07, + 3.563080497315241e-07, + 3.560012657999323e-07, + 3.5569777878663444e-07, + 3.553937517608574e-07, + 3.5509185636328766e-07, + 3.547928599800798e-07, + 3.5449215829430614e-07, + 3.5418835864220455e-07, + 3.538839337124955e-07, + 3.5358223726689175e-07, + 3.5327656178196776e-07, + 3.5297182421345497e-07, + 3.5266774034425907e-07, + 3.5236439543950837e-07, + 3.52059487340739e-07, + 3.5175273183085665e-07, + 3.514447826091782e-07, + 3.5113762919536384e-07, + 3.508317263367644e-07, + 3.5052366342824826e-07, + 3.5021957955905236e-07, + 3.499123693018191e-07, + 3.496084559628798e-07, + 3.493056510706083e-07, + 3.4900418199868e-07, + 3.487046740247024e-07, + 3.484065871361963e-07, + 3.4810895499504113e-07, + 3.4781058388944075e-07, + 3.4751312227854214e-07, + 3.472177070307225e-07, + 3.469234002295707e-07, + 3.4662991765799234e-07, + 3.463364635081234e-07, + 3.4604462939569203e-07, + 3.457539605733473e-07, + 3.454634622812591e-07, + 3.4517398717071046e-07, + 3.4488476785554667e-07, + 3.445957474923489e-07, + 3.443018385951291e-07, + 3.4400781601107155e-07, + 3.437161240071873e-07, + 3.434218456277449e-07, + 3.431263166930876e-07, + 3.428327204346715e-07, + 3.425434158543794e-07, + 3.422566976496455e-07, + 3.419702920837153e-07, + 3.4168391493949457e-07, + 3.4139875992877933e-07, + 3.41112610158234e-07, + 3.408307520658127e-07, + 3.4054858133458765e-07, + 3.4026990647362254e-07, + 3.3999160109488e-07, + 3.39716564212722e-07, + 3.3944195365620544e-07, + 3.391695031496056e-07, + 3.3889463679770415e-07, + 3.386183777820406e-07, + 3.383435398518486e-07, + 3.3806912824729807e-07, + 3.377946313776192e-07, + 3.375218398105062e-07, + 3.372500145815138e-07, + 3.3697756407491397e-07, + 3.367058525327593e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.008178498595952988, + 0.011726456694304943, + 0.025562942028045654, + -0.01984761655330658, + -0.0054498091340065, + -0.002631933894008398, + -0.0015397422248497605, + -0.0009162810165435076, + -0.0005732817808166146, + -0.00035358508466742933, + -0.0002042313280981034, + -0.00010019108594860882, + -2.7876409149030223e-05, + 2.572277662693523e-05, + 6.956310971872881e-05, + 0.0001031334322760813, + 0.00012916972627863288, + 0.00014889572048559785, + 0.0001638596731936559, + 0.00017507925804238766, + 0.00018347325385548174, + 0.00018980215827468783, + 0.00019472732674330473, + 0.00019843768677674234, + 0.00020123446302022785, + 0.00020327647507656366, + 0.00020472280448302627, + 0.0002056291705230251, + 0.00020605637109838426, + 0.0002061014383798465, + 0.00020581544958986342, + 0.00020525288709904999, + 0.00020443671382963657, + 0.00020346695964690298, + 0.00020231942471582443, + 0.00020104844588786364, + 0.00019964409875683486, + 0.00019812733808066696, + 0.00019648944726213813, + 0.00019481312483549118, + 0.00019309531489852816, + 0.00019130580767523497, + 0.0001895054883789271, + 0.00018767331494018435, + 0.0001858498144429177, + 0.00018402068235445768, + 0.00018217472825199366, + 0.00018024515884462744, + 0.00017833583115134388, + 0.00017640998703427613, + 0.00017454632325097919, + 0.00017272887635044754, + 0.00017090635083150119, + 0.00016914508887566626, + 0.00016743646119721234, + 0.00016576953930780292, + 0.0001641005655983463, + 0.0001624651049496606, + 0.00016085982497315854, + 0.0001592775952303782, + 0.0001577391813043505, + 0.00015624496154487133, + 0.00015479300054721534, + 0.00015338485536631197, + 0.00015198663459159434, + 0.0001506065746070817, + 0.00014924116840120405, + 0.00014788929547648877, + 0.00014653545804321766, + 0.00014520464173983783, + 0.00014390436990652233, + 0.00014261837350204587, + 0.00014136693789623678, + 0.00014012370957061648, + 0.00013891144772060215, + 0.00013772417150903493, + 0.00013653549831360579, + 0.00013538972416426986, + 0.00013427346129901707, + 0.00013318432320374995, + 0.00013211210898589343, + 0.00013107224367558956, + 0.00013007030065637082, + 0.00012908774078823626, + 0.00012813198554795235, + 0.00012718794459942728, + 0.00012626589159481227, + 0.00012536469148471951, + 0.0001244689046870917, + 0.0001235934760188684, + 0.00012273143511265516, + 0.000121871373266913, + 0.0001210174523293972, + 0.00012017719564028084, + 0.00011935450311284512, + 0.00011853199976030737, + 0.00011771986464736983, + 0.00011691451800288633, + 0.00011612616071943194, + 0.00011535987869137898, + 0.00011460261157481, + 0.00011384486424503848, + 0.00011309433466522023, + 0.00011234580597374588, + 0.00011161068687215447, + 0.00011087919119745493, + 0.00011015970085281879, + 0.00010944478708552197, + 0.00010873874271055683, + 0.00010804261546581984, + 0.00010735346586443484, + 0.00010667472088243812, + 0.00010599514644127339, + 0.00010531520820222795, + 0.00010464258230058476, + 0.00010398105951026082, + 0.000103331811260432, + 0.00010269674385199323, + 0.0001020758063532412, + 0.00010146771819563583, + 0.00010086347174365073, + 0.00010027347889263183, + 9.968970698537305e-05, + 9.911070810630918e-05, + 9.853328083408996e-05, + 9.796536323847249e-05, + 9.740255336510018e-05, + 9.68499734881334e-05, + 9.630403656046838e-05, + 9.576716547599062e-05, + 9.524145571049303e-05, + 9.47191147133708e-05, + 9.419522393727675e-05, + 9.367268648929894e-05, + 9.315947681898251e-05, + 9.265166590921581e-05, + 9.215941827278584e-05, + 9.167916141450405e-05, + 9.120814502239227e-05, + 9.074377157958224e-05, + 9.028724889503792e-05, + 8.983590669231489e-05, + 8.939419785747305e-05, + 8.89543880475685e-05, + 8.852116297930479e-05, + 8.809535938780755e-05, + 8.767574763623998e-05, + 8.726253145141527e-05, + 8.685362990945578e-05, + 8.645194611744955e-05, + 8.604867616668344e-05, + 8.56485785334371e-05, + 8.525235170964152e-05, + 8.487003651680425e-05, + 8.449159213341773e-05, + 8.411897579208016e-05, + 8.375207835342735e-05, + 8.339533815160394e-05, + 8.303890354000032e-05, + 8.268612145911902e-05, + 8.233966218540445e-05, + 8.199764852179214e-05, + 8.165972394635901e-05, + 8.133205847116187e-05, + 8.100878039840609e-05, + 8.068803435890004e-05, + 8.036025974433869e-05, + 8.003449329407886e-05, + 7.971062586875632e-05, + 7.939062925288454e-05, + 7.907153485575691e-05, + 7.875574374338612e-05, + 7.84411677159369e-05, + 7.813319098204374e-05, + 7.782861939631402e-05, + 7.752976671326905e-05, + 7.723629823885858e-05, + 7.694798841839656e-05, + 7.666675810469314e-05, + 7.639230898348615e-05, + 7.61230185162276e-05, + 7.585802086396143e-05, + 7.559250661870465e-05, + 7.532846939284354e-05, + 7.506580004701391e-05, + 7.480493513867259e-05, + 7.45440847822465e-05, + 7.428044773405418e-05, + 7.401737093459815e-05, + 7.375453424174339e-05, + 7.348915823968127e-05, + 7.322386227315292e-05, + 7.29608946130611e-05, + 7.269964407896623e-05, + 7.243695290526375e-05, + 7.217696111183614e-05, + 7.191682379925624e-05, + 7.165977876866236e-05, + 7.14089983375743e-05, + 7.115966582205147e-05, + 7.091620500432327e-05, + 7.067275873851031e-05, + 7.043065852485597e-05, + 7.019039912847802e-05, + 6.995028525125235e-05, + 6.97151554049924e-05, + 6.947965448489413e-05, + 6.924661283846945e-05, + 6.9016772613395e-05, + 6.878770363982767e-05, + 6.856048275949433e-05, + 6.83314647176303e-05, + 6.810307240812108e-05, + 6.787497841287404e-05, + 6.764531281078234e-05, + 6.741943070665002e-05, + 6.719316297676414e-05, + 6.69698856654577e-05, + 6.674828182440251e-05, + 6.652648880844936e-05, + 6.631000724155456e-05, + 6.609268166357651e-05, + 6.587905954802409e-05, + 6.566553201992065e-05, + 6.545154610648751e-05, + 6.523957563331351e-05, + 6.503277836600319e-05, + 6.482434400822967e-05, + 6.461592420237139e-05, + 6.441071309382096e-05, + 6.420720455935225e-05, + 6.400822167051956e-05, + 6.380923150572926e-05, + 6.361035775626078e-05, + 6.341042899293825e-05, + 6.321334512904286e-05, + 6.3018684159033e-05, + 6.282686081249267e-05, + 6.263982504606247e-05, + 6.245341501198709e-05, + 6.226739060366526e-05, + 6.208311970112845e-05, + 6.190126441651955e-05, + 6.17178957327269e-05, + 6.153646972961724e-05, + 6.135473086033016e-05, + 6.117225711932406e-05, + 6.0992268117843196e-05, + 6.0811700677732006e-05, + 6.0628844948951155e-05, + 6.044698602636345e-05, + 6.0266782384132966e-05, + 6.0084676078986377e-05, + 5.990111458231695e-05, + 5.971854625386186e-05, + 5.953821528237313e-05, + 5.93564982409589e-05, + 5.9178863011766225e-05, + 5.900302858208306e-05, + 5.8826397435041144e-05, + 5.8650381106417626e-05, + 5.847240026923828e-05, + 5.8296576753491536e-05, + 5.81227577640675e-05, + 5.7949302572524175e-05, + 5.777723708888516e-05, + 5.7606092013884336e-05, + 5.7436456700088456e-05, + 5.727033203584142e-05, + 5.7104556617559865e-05, + 5.6939687056001276e-05, + 5.677453737007454e-05, + 5.661078103003092e-05, + 5.6448836403433233e-05, + 5.6288266932824627e-05, + 5.612960740108974e-05, + 5.5972905101953074e-05, + 5.5816803069319576e-05, + 5.566217805608176e-05, + 5.550914283958264e-05, + 5.535787931876257e-05, + 5.52093842998147e-05, + 5.5060671002138406e-05, + 5.491383126354776e-05, + 5.4768697737017646e-05, + 5.4624106269329786e-05, + 5.447998773888685e-05, + 5.433769183582626e-05, + 5.419698572950438e-05, + 5.4057876695878804e-05, + 5.391928061726503e-05, + 5.378185596782714e-05, + 5.364612297853455e-05, + 5.3512256272369996e-05, + 5.338024129741825e-05, + 5.3247029427438974e-05, + 5.311411223374307e-05, + 5.298370888340287e-05, + 5.2854833484161645e-05, + 5.272756243357435e-05, + 5.260089164949022e-05, + 5.2473860705504194e-05, + 5.234966374700889e-05, + 5.2225645049475133e-05, + 5.210210656514391e-05, + 5.198126018512994e-05, + 5.1860391977243125e-05, + 5.173977115191519e-05, + 5.161946319276467e-05, + 5.150207653059624e-05, + 5.1384136895649135e-05, + 5.126527321408503e-05, + 5.114812302053906e-05, + 5.103219154989347e-05, + 5.091667844681069e-05, + 5.080231130705215e-05, + 5.0687198381638154e-05, + 5.0572503823786974e-05, + 5.045949001214467e-05, + 5.034664354752749e-05, + 5.023341509513557e-05, + 5.012085966882296e-05, + 5.000927922083065e-05, + 4.989817171008326e-05, + 4.9787900934461504e-05, + 4.967936547473073e-05, + 4.956998964189552e-05, + 4.946131957694888e-05, + 4.935391552862711e-05, + 4.924890527036041e-05, + 4.9144535296363756e-05, + 4.903887020191178e-05, + 4.893283767160028e-05, + 4.882973007624969e-05, + 4.872607678407803e-05, + 4.862348214373924e-05, + 4.852062920690514e-05, + 4.841764530283399e-05, + 4.83142830489669e-05, + 4.821088441531174e-05, + 4.810603059013374e-05, + 4.800191891263239e-05, + 4.789707236341201e-05, + 4.779053415404633e-05, + 4.7684960009064525e-05, + 4.758049544761889e-05, + 4.747668208437972e-05, + 4.737114068120718e-05, + 4.7266308683902025e-05, + 4.716245166491717e-05, + 4.705899118562229e-05, + 4.6956436563050374e-05, + 4.685521707870066e-05, + 4.675558375311084e-05, + 4.6657030907226726e-05, + 4.655896918848157e-05, + 4.646317029255442e-05, + 4.6368848416022956e-05, + 4.62742245872505e-05, + 4.617908052750863e-05, + 4.6084496716503054e-05, + 4.599076783051714e-05, + 4.58978938695509e-05, + 4.580410313792527e-05, + 4.571002864395268e-05, + 4.56162124464754e-05, + 4.5522163418354467e-05, + 4.542931492323987e-05, + 4.5336393668549135e-05, + 4.524328323896043e-05, + 4.514950342127122e-05, + 4.505503602558747e-05, + 4.496166729950346e-05, + 4.486940451897681e-05, + 4.4777065340895206e-05, + 4.468439146876335e-05, + 4.45923360530287e-05, + 4.4499891373561695e-05, + 4.440890552359633e-05, + 4.431921479408629e-05, + 4.4231084757484496e-05, + 4.414225622895174e-05, + 4.4053718738723546e-05, + 4.3965257646050304e-05, + 4.3877480493392795e-05, + 4.3790569179691374e-05, + 4.3703032133635134e-05, + 4.361610990599729e-05, + 4.353018448455259e-05, + 4.344477201811969e-05, + 4.336120400694199e-05, + 4.327755596023053e-05, + 4.319394429330714e-05, + 4.310920849093236e-05, + 4.30253021477256e-05, + 4.294166501495056e-05, + 4.28586317866575e-05, + 4.277620610082522e-05, + 4.269374767318368e-05, + 4.261204230715521e-05, + 4.253046790836379e-05, + 4.2448940803296864e-05, + 4.23689853050746e-05, + 4.228951002005488e-05, + 4.22105731558986e-05, + 4.213205829728395e-05, + 4.205557343084365e-05, + 4.198027090751566e-05, + 4.190647814539261e-05, + 4.183444252703339e-05, + 4.176346192252822e-05, + 4.169272506260313e-05, + 4.162205368629657e-05, + 4.155216083745472e-05, + 4.148346488364041e-05, + 4.14137975894846e-05, + 4.1344981582369655e-05, + 4.127738066017628e-05, + 4.120954326936044e-05, + 4.114092007512227e-05, + 4.10727589041926e-05, + 4.10029424529057e-05, + 4.0932736737886444e-05, + 4.086178159923293e-05, + 4.079102291143499e-05, + 4.0720344259170815e-05, + 4.064901077072136e-05, + 4.057795013068244e-05, + 4.050630741403438e-05, + 4.043417357024737e-05, + 4.036274549434893e-05, + 4.029167757835239e-05, + 4.0221606468549e-05, + 4.0152161091100425e-05, + 4.008285759482533e-05, + 4.001388151664287e-05, + 3.994591679656878e-05, + 3.987775562563911e-05, + 3.980993642471731e-05, + 3.9743590605212376e-05, + 3.967782322433777e-05, + 3.961189213441685e-05, + 3.9546237530885264e-05, + 3.9480088162235916e-05, + 3.941432441934012e-05, + 3.934871710953303e-05, + 3.9283655496547e-05, + 3.921843381249346e-05, + 3.91536123061087e-05, + 3.908886355930008e-05, + 3.9025024307193235e-05, + 3.896124690072611e-05, + 3.889685103786178e-05, + 3.8833211874589324e-05, + 3.8769339880673215e-05, + 3.8706195482518524e-05, + 3.864294194499962e-05, + 3.8579401007154956e-05, + 3.851606379612349e-05, + 3.84527156711556e-05, + 3.8389080145861953e-05, + 3.832629954558797e-05, + 3.826384636340663e-05, + 3.8200578273972496e-05, + 3.81378413294442e-05, + 3.8075741031207144e-05, + 3.801348066190258e-05, + 3.795060911215842e-05, + 3.7888654333073646e-05, + 3.78267650376074e-05, + 3.776523226406425e-05, + 3.7703848647652194e-05, + 3.7642639654222876e-05, + 3.758179445867427e-05, + 3.752075645024888e-05, + 3.745931826415472e-05, + 3.7398378481157124e-05, + 3.7338435504352674e-05, + 3.727879811776802e-05, + 3.721921893884428e-05, + 3.7159628845984116e-05, + 3.7100377085153013e-05, + 3.7040630559204146e-05, + 3.6981262383051217e-05, + 3.692211248562671e-05, + 3.6864628782495856e-05, + 3.6807450669584796e-05, + 3.675178959383629e-05, + 3.669704165076837e-05, + 3.66434505849611e-05, + 3.6591358366422355e-05, + 3.654005195130594e-05, + 3.648973142844625e-05, + 3.6440585972741246e-05, + 3.639215719886124e-05, + 3.6343819374451414e-05, + 3.629521233960986e-05, + 3.6246470699552447e-05, + 3.619665221776813e-05, + 3.6146688216831535e-05, + 3.6096702388022095e-05, + 3.604661833378486e-05, + 3.599504634621553e-05, + 3.59429614036344e-05, + 3.5890367144020274e-05, + 3.5837903851643205e-05, + 3.578506948542781e-05, + 3.573171852622181e-05, + 3.567894236766733e-05, + 3.562580968718976e-05, + 3.5573073546402156e-05, + 3.5520239180186763e-05, + 3.5466960980556905e-05, + 3.541362821124494e-05, + 3.5360259062144905e-05, + 3.530790490913205e-05, + 3.525568899931386e-05, + 3.52046154148411e-05, + 3.5154298529960215e-05, + 3.510400347295217e-05, + 3.5053424653597176e-05, + 3.500274760881439e-05, + 3.495267446851358e-05, + 3.4902728657471016e-05, + 3.485362321953289e-05, + 3.480498708086088e-05, + 3.475710764178075e-05, + 3.470953743089922e-05, + 3.4660966775845736e-05, + 3.46121123584453e-05, + 3.456361810094677e-05, + 3.4513774153310806e-05, + 3.4463075280655175e-05, + 3.4412627428537235e-05, + 3.436235056142323e-05, + 3.431302684475668e-05, + 3.426371404202655e-05, + 3.421509245526977e-05, + 3.416582694626413e-05, + 3.411660509300418e-05, + 3.406748146517202e-05, + 3.401880167075433e-05, + 3.3970434742514044e-05, + 3.3922035072464496e-05, + 3.387367905816063e-05, + 3.382565046194941e-05, + 3.3778458600863814e-05, + 3.373167783138342e-05, + 3.368499892530963e-05, + 3.36378398060333e-05, + 3.359119364176877e-05, + 3.354414729983546e-05, + 3.349727558088489e-05, + 3.3450734918005764e-05, + 3.34041214955505e-05, + 3.3357679058099166e-05, + 3.331164043629542e-05, + 3.326584192109294e-05, + 3.321977419545874e-05, + 3.3173921110574156e-05, + 3.312774788355455e-05, + 3.308154919068329e-05, + 3.303527773823589e-05, + 3.298892261227593e-05, + 3.294277848908678e-05, + 3.2896572520257905e-05, + 3.285088314441964e-05, + 3.280518649262376e-05, + 3.2759537134552374e-05, + 3.271359673817642e-05, + 3.26677763951011e-05, + 3.2622225262457505e-05, + 3.2576754165347666e-05, + 3.25310647895094e-05, + 3.248533175792545e-05, + 3.243986066081561e-05, + 3.239483339712024e-05, + 3.235012627555989e-05, + 3.230522997910157e-05, + 3.226043554604985e-05, + 3.221587758162059e-05, + 3.217157063772902e-05, + 3.2127205486176535e-05, + 3.2082913094200194e-05, + 3.20383369398769e-05, + 3.1994033633964136e-05, + 3.195003591827117e-05, + 3.1906747608445585e-05, + 3.186462708981708e-05, + 3.182296859449707e-05, + 3.1781408324604854e-05, + 3.1739466066937894e-05, + 3.169856790918857e-05, + 3.1658182706451043e-05, + 3.1617903005098924e-05, + 3.157773244311102e-05, + 3.153828583890572e-05, + 3.1499090255238116e-05, + 3.146024391753599e-05, + 3.1421623134519905e-05, + 3.138295505777933e-05, + 3.1344130547950044e-05, + 3.130502955173142e-05, + 3.1265622965293005e-05, + 3.122617636108771e-05, + 3.1186566047836095e-05, + 3.114621722488664e-05, + 3.110615580226295e-05, + 3.106615986325778e-05, + 3.1026251235743985e-05, + 3.0986171623226255e-05, + 3.0946281185606495e-05, + 3.090648169745691e-05, + 3.086655124207027e-05, + 3.082652256125584e-05, + 3.0786726711085066e-05, + 3.0746985430596396e-05, + 3.070748061873019e-05, + 3.0668015824630857e-05, + 3.062912946916185e-05, + 3.059129085158929e-05, + 3.055400520679541e-05, + 3.0517010600306094e-05, + 3.048022699658759e-05, + 3.0444105505011976e-05, + 3.040863521164283e-05, + 3.0373224944924004e-05, + 3.033810935448855e-05, + 3.0303139283205383e-05, + 3.0267970942077227e-05, + 3.023296085302718e-05, + 3.0198407330317423e-05, + 3.0163690098561347e-05, + 3.0128749131108634e-05, + 3.009332067449577e-05, + 3.0057859476073645e-05, + 3.0022694772924297e-05, + 2.998730997205712e-05, + 2.9951839678687975e-05, + 2.9916551284259185e-05, + 2.9881277441745624e-05, + 2.9846149118384346e-05, + 2.9811737476848066e-05, + 2.9777911549899727e-05, + 2.974384551635012e-05, + 2.9709908631048165e-05, + 2.9676237318199128e-05, + 2.9642395020346157e-05, + 2.960880556202028e-05, + 2.9574839572887868e-05, + 2.954089177364949e-05, + 2.9507011277019046e-05, + 2.9472850656020455e-05, + 2.9438340789056383e-05, + 2.9403587177512236e-05, + 2.9368997275014408e-05, + 2.9333901693462394e-05, + 2.929872971435543e-05, + 2.9263797841849737e-05, + 2.922888961620629e-05, + 2.9193963200668804e-05, + 2.9159300538594835e-05, + 2.9124699722160585e-05, + 2.909016802732367e-05, + 2.90560183202615e-05, + 2.9021985028521158e-05, + 2.898780621762853e-05, + 2.8954063964192756e-05, + 2.8920550903421827e-05, + 2.888681774493307e-05, + 2.8853339244960807e-05, + 2.8819669751101173e-05, + 2.87860821117647e-05, + 2.875260906876065e-05, + 2.8719387046294287e-05, + 2.8686215955531225e-05, + 2.865344868041575e-05, + 2.8620881494134665e-05, + 2.8588696295628324e-05, + 2.8557153200381435e-05, + 2.8525990273919888e-05, + 2.849487827916164e-05, + 2.8464070055633783e-05, + 2.8433682018658146e-05, + 2.8403681426425464e-05, + 2.8373384338920005e-05, + 2.8343270969344303e-05, + 2.8313226721365936e-05, + 2.8283315259614028e-05, + 2.825331648637075e-05, + 2.8223381377756596e-05, + 2.81934244412696e-05, + 2.816287087625824e-05, + 2.8132344596087933e-05, + 2.8101665520807728e-05, + 2.8071095584891737e-05, + 2.804051291604992e-05, + 2.800950824166648e-05, + 2.7978958314633928e-05, + 2.7948504794039764e-05, + 2.791770384646952e-05, + 2.7886972020496614e-05, + 2.7856029191752896e-05, + 2.7824986318591982e-05, + 2.7794132620329037e-05, + 2.7762829631683417e-05, + 2.7732019589166157e-05, + 2.7701109502231702e-05, + 2.767044134088792e-05, + 2.7639802283374593e-05, + 2.760924144240562e-05, + 2.7578520530369133e-05, + 2.7548225261853077e-05, + 2.751775537035428e-05, + 2.7487583793117665e-05, + 2.745749407040421e-05, + 2.7427529857959598e-05, + 2.7397436497267336e-05, + 2.7367461370886303e-05, + 2.7337553547113203e-05, + 2.7307420168654062e-05, + 2.7277366825728677e-05, + 2.7247839170740917e-05, + 2.7218351533520035e-05, + 2.718884206842631e-05, + 2.7159499950357713e-05, + 2.713028334255796e-05, + 2.7101295927423052e-05, + 2.707251042011194e-05, + 2.7043997761211358e-05, + 2.701566700125113e-05, + 2.698755997698754e-05, + 2.6959443857776932e-05, + 2.6931826141662896e-05, + 2.6904432161245495e-05, + 2.6877007258008234e-05, + 2.6849562345887534e-05, + 2.6822297513717785e-05, + 2.6795140001922846e-05, + 2.676793337741401e-05, + 2.674097049748525e-05, + 2.6714298655861057e-05, + 2.6688128855312243e-05, + 2.6662346499506384e-05, + 2.6636829716153443e-05, + 2.6611309294821694e-05, + 2.6586189051158726e-05, + 2.656090509844944e-05, + 2.6535612050793134e-05, + 2.6510337193030864e-05, + 2.648523513926193e-05, + 2.6460655135451816e-05, + 2.6435978725203313e-05, + 2.6410780264995992e-05, + 2.638555997691583e-05, + 2.6360299671068788e-05, + 2.6334608264733106e-05, + 2.630899689393118e-05, + 2.6283250917913392e-05, + 2.6257275749230757e-05, + 2.6231626179651357e-05, + 2.6206103939330205e-05, + 2.6180739951087162e-05, + 2.61552122537978e-05, + 2.6129564503207803e-05, + 2.61042205238482e-05, + 2.607916758279316e-05, + 2.605428744573146e-05, + 2.6029701984953135e-05, + 2.600507650640793e-05, + 2.598043101897929e-05, + 2.5956071112887003e-05, + 2.5931834898074158e-05, + 2.5907209419528954e-05, + 2.5882407499011606e-05, + 2.5857712898869067e-05, + 2.5832863684627227e-05, + 2.5808452846831642e-05, + 2.5783627279452048e-05, + 2.575854341557715e-05, + 2.5733474103617482e-05, + 2.5708404791657813e-05, + 2.5683013518573716e-05, + 2.5657949663582258e-05, + 2.5633133191149682e-05, + 2.5608438591007143e-05, + 2.5583814931451343e-05, + 2.555950231908355e-05, + 2.553566991991829e-05, + 2.551228681113571e-05, + 2.5488634491921403e-05, + 2.5464607460889965e-05, + 2.5440707759116776e-05, + 2.541686080803629e-05, + 2.539283195801545e-05, + 2.5369048671564087e-05, + 2.534517625463195e-05, + 2.532145481382031e-05, + 2.5297562388004735e-05, + 2.5274155632359907e-05, + 2.5250808903365396e-05, + 2.5227380319847725e-05, + 2.5204224584740587e-05, + 2.5180857846862637e-05, + 2.5157694835797884e-05, + 2.5134642783086747e-05, + 2.5112225557677448e-05, + 2.5089910195674747e-05, + 2.5067593014682643e-05, + 2.504513213352766e-05, + 2.5022492991411127e-05, + 2.4999482775456272e-05, + 2.4976532586151734e-05, + 2.4953340471256524e-05, + 2.4930204745032825e-05, + 2.4907167244236916e-05, + 2.4884118829504587e-05, + 2.486101584509015e-05, + 2.483801290509291e-05, + 2.4814822609187104e-05, + 2.4791081159492023e-05, + 2.4767246941337362e-05, + 2.4743374524405226e-05, + 2.4719893190194853e-05, + 2.4696604668861255e-05, + 2.4673578082001768e-05, + 2.4650475097587332e-05, + 2.4627668608445674e-05, + 2.460455107211601e-05, + 2.4581457182648592e-05, + 2.4558225049986504e-05, + 2.4535142074455507e-05, + 2.4512188247172162e-05, + 2.4489434508723207e-05, + 2.4466748072882183e-05, + 2.4444263544864953e-05, + 2.4421846319455653e-05, + 2.4399181711487472e-05, + 2.4376355213462375e-05, + 2.435355963825714e-05, + 2.433069676044397e-05, + 2.4307593776029535e-05, + 2.428463994874619e-05, + 2.426174614811316e-05, + 2.4238703190349042e-05, + 2.4215876692323945e-05, + 2.4193093850044534e-05, + 2.417056202830281e-05, + 2.414774826320354e-05, + 2.4125083655235358e-05, + 2.4102475435938686e-05, + 2.4080072762444615e-05, + 2.405790837656241e-05, + 2.4035996830207296e-05, + 2.4014369046199135e-05, + 2.3992726710275747e-05, + 2.3971184418769553e-05, + 2.3949802198330872e-05, + 2.3928509108372964e-05, + 2.390706868027337e-05, + 2.388621032878291e-05, + 2.386601954640355e-05, + 2.384612525929697e-05, + 2.3826476535759866e-05, + 2.380729347351007e-05, + 2.378806129854638e-05, + 2.3768754545017146e-05, + 2.3749476895318367e-05, + 2.373057941440493e-05, + 2.371177833992988e-05, + 2.3692902686889283e-05, + 2.3674205294810236e-05, + 2.3655513359699398e-05, + 2.3636377591174096e-05, + 2.36170908465283e-05, + 2.359785867156461e-05, + 2.3578302716487087e-05, + 2.3558315660920925e-05, + 2.3538499590358697e-05, + 2.3518547095591202e-05, + 2.3498720111092553e-05, + 2.347879490116611e-05, + 2.3459026124328375e-05, + 2.3439286451321095e-05, + 2.3419412173097953e-05, + 2.3399530618917197e-05, + 2.3379820049740374e-05, + 2.3359983970294707e-05, + 2.3339940526057035e-05, + 2.331955147383269e-05, + 2.3299204258364625e-05, + 2.3278962544281967e-05, + 2.3258522560354322e-05, + 2.323820262972731e-05, + 2.3217980924528092e-05, + 2.3197657355922274e-05, + 2.3177195544121787e-05, + 2.3156710085459054e-05, + 2.3136299205361865e-05, + 2.311591015313752e-05, + 2.3095690266927704e-05, + 2.307558861502912e-05, + 2.305569614691194e-05, + 2.303583278262522e-05, + 2.3015883925836533e-05, + 2.2996176994638517e-05, + 2.2976488253334537e-05, + 2.2957003238843754e-05, + 2.2937378162168898e-05, + 2.2917763999430463e-05, + 2.2898200768395327e-05, + 2.287870302097872e-05, + 2.2859023374621756e-05, + 2.2839501980342902e-05, + 2.2819813239038922e-05, + 2.280012449773494e-05, + 2.2780510334996507e-05, + 2.2761081709177233e-05, + 2.274173493788112e-05, + 2.2722299036104232e-05, + 2.270280492666643e-05, + 2.2683201677864417e-05, + 2.2663600248051807e-05, + 2.2644004275207408e-05, + 2.2624652046943083e-05, + 2.2605214326176792e-05, + 2.2585620172321796e-05, + 2.256626612506807e-05, + 2.2546853870153427e-05, + 2.2527534383698367e-05, + 2.2508029360324144e-05, + 2.248877899546642e-05, + 2.24695322685875e-05, + 2.245049472548999e-05, + 2.2431418983615004e-05, + 2.2412481484934688e-05, + 2.239372224721592e-05, + 2.237485932710115e-05, + 2.23558017751202e-05, + 2.2336702386382967e-05, + 2.2317775801639073e-05, + 2.229859819635749e-05, + 2.227948061772622e-05, + 2.226040123787243e-05, + 2.224136915174313e-05, + 2.2222237021196634e-05, + 2.220299211330712e-05, + 2.2183670807862654e-05, + 2.2164398615132086e-05, + 2.2145206457935274e-05, + 2.2125876057543792e-05, + 2.210679667769e-05, + 2.208751902799122e-05, + 2.2068448743084446e-05, + 2.204944939876441e-05, + 2.2030533727956936e-05, + 2.20117399294395e-05, + 2.199303708039224e-05, + 2.1974359697196633e-05, + 2.195563865825534e-05, + 2.193697218899615e-05, + 2.1918434867984615e-05, + 2.189996484958101e-05, + 2.1881549400859512e-05, + 2.1863135771127418e-05, + 2.184482400480192e-05, + 2.1826583179063164e-05, + 2.1808351448271424e-05, + 2.179018520109821e-05, + 2.177203532482963e-05, + 2.175389636249747e-05, + 2.173545362893492e-05, + 2.171700180042535e-05, + 2.1698695491068065e-05, + 2.1680227291653864e-05, + 2.1661682694684714e-05, + 2.1643256332026795e-05, + 2.1625100998790003e-05, + 2.1607105736620724e-05, + 2.158912866434548e-05, + 2.1571157049038447e-05, + 2.155326001229696e-05, + 2.1535302948905155e-05, + 2.151761327695567e-05, + 2.149990359612275e-05, + 2.1482412194018252e-05, + 2.1464944438776e-05, + 2.1447680410346948e-05, + 2.143044548574835e-05, + 2.1413345166365616e-05, + 2.1396093870862387e-05, + 2.1378755263867788e-05, + 2.1361505787353963e-05, + 2.1344279957702383e-05, + 2.1327050490071997e-05, + 2.130992834281642e-05, + 2.1292864403221756e-05, + 2.1275762264849618e-05, + 2.1258709239191376e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 0.9695484638214111, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985490441322327, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9894856810569763, + 0.9819409847259521, + 0.9885922074317932, + 1.0, + 1.0, + 0.9896488189697266, + 1.0, + 1.0, + 1.0, + 0.9980819225311279, + 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, + 0.9995263814926147, + 1.0, + 0.9915275573730469, + 0.9945530891418457, + 0.9996625185012817, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970276355743408, + 0.9952941536903381, + 0.9950987100601196, + 0.9924873113632202, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965907335281372, + 1.0, + 0.9983741641044617, + 1.0, + 1.0, + 0.9864166975021362, + 0.9962284564971924, + 0.9971827268600464, + 1.0, + 0.9904761910438538, + 0.9832284450531006, + 1.0, + 0.9948629140853882, + 1.0, + 0.9951401352882385, + 0.9953877925872803, + 1.0, + 0.9950857162475586, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966415762901306, + 1.0, + 1.0, + 1.0, + 0.9963979125022888, + 0.98894202709198, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999241292476654, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981522560119629, + 0.9945030808448792, + 0.9956123232841492, + 0.9949634671211243, + 1.0, + 0.9917184710502625, + 1.0, + 1.0, + 1.0, + 0.9987478852272034, + 1.0, + 0.9984192848205566, + 1.0, + 0.9980311989784241, + 0.9935237169265747, + 1.0, + 1.0, + 1.0, + 0.9966080188751221, + 1.0, + 0.9831827282905579, + 0.989121675491333, + 0.9940195679664612, + 0.99901282787323, + 0.9959726929664612, + 1.0, + 0.9911586046218872, + 1.0, + 0.9988030195236206, + 0.9950752258300781, + 0.9975348114967346, + 0.9966608881950378, + 1.0, + 0.9939891695976257, + 1.0, + 1.0, + 1.0, + 0.9760258793830872, + 1.0, + 0.9955680966377258, + 0.9954910278320312, + 0.9827460646629333, + 1.0, + 1.0, + 0.992361843585968, + 0.9984801411628723, + 0.9981069564819336, + 0.9792937636375427, + 0.9961864352226257, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989420771598816, + 1.0, + 0.9994838237762451, + 1.0, + 0.988609790802002, + 0.998480498790741, + 0.9905414581298828, + 0.9911123514175415, + 0.9914055466651917, + 0.9850964546203613, + 0.9843285083770752, + 0.989447295665741, + 0.9921815395355225, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999619126319885, + 1.0, + 1.0, + 0.9993807077407837, + 1.0, + 0.9968936443328857, + 0.9841213226318359, + 1.0, + 0.9846659898757935, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873741269111633, + 1.0, + 0.997678816318512, + 0.9942684769630432, + 1.0, + 0.9999620914459229, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9916843771934509, + 1.0, + 0.994953453540802, + 1.0, + 1.0, + 0.9846603274345398, + 1.0, + 0.9908398985862732, + 1.0, + 1.0, + 0.9985846877098083, + 0.9832791686058044, + 1.0, + 1.0, + 0.9930676817893982, + 0.9994257092475891, + 0.9853123426437378, + 1.0, + 1.0, + 1.0, + 0.9933881759643555, + 0.9952356219291687, + 0.9934736490249634, + 0.9822053909301758, + 1.0, + 1.0, + 0.9976874589920044, + 0.9939772486686707, + 1.0, + 0.996528685092926, + 1.0, + 1.0, + 0.993532121181488, + 1.0, + 1.0, + 1.0, + 0.9982337355613708, + 1.0, + 1.0, + 1.0, + 0.9958654642105103, + 1.0, + 0.9849191904067993, + 0.9972267746925354, + 1.0, + 1.0, + 1.0, + 0.9953761100769043, + 0.9966306090354919, + 1.0, + 0.9993796348571777, + 1.0, + 0.9985330104827881, + 0.9864676594734192, + 1.0, + 1.0, + 1.0, + 0.9992507100105286, + 0.9960553646087646, + 0.9985926151275635, + 0.9950835704803467, + 0.9945816993713379, + 1.0, + 0.9973752498626709, + 0.9964911341667175, + 0.9956316351890564, + 0.988288938999176, + 1.0, + 0.9939215779304504, + 0.9948447942733765, + 1.0, + 1.0, + 0.9937040209770203, + 0.995171844959259, + 0.9953356981277466, + 1.0, + 0.9977822303771973, + 0.9937935471534729, + 0.9922579526901245, + 0.9920760989189148, + 1.0, + 1.0, + 0.9874286651611328, + 0.9941293001174927, + 0.9933433532714844, + 1.0, + 1.0, + 0.9832601547241211, + 1.0, + 1.0, + 0.9836940169334412, + 1.0, + 1.0, + 1.0, + 0.9810337424278259, + 1.0, + 1.0, + 0.9910063743591309, + 0.9949562549591064, + 1.0, + 0.9954403042793274, + 1.0, + 1.0, + 0.9906622767448425, + 1.0, + 1.0, + 0.9993841648101807, + 0.9966548085212708, + 1.0, + 0.9977068305015564, + 0.9894095063209534, + 1.0, + 0.9987122416496277, + 0.9935002326965332, + 0.9826841354370117, + 0.9989145398139954, + 1.0, + 1.0, + 0.9773324728012085, + 1.0, + 0.9947300553321838, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981160163879395, + 1.0, + 1.0, + 0.9962999820709229, + 0.9947373270988464, + 0.9990289211273193, + 1.0, + 0.9990326762199402, + 0.9959791898727417, + 1.0, + 0.9964792728424072, + 0.9921742081642151, + 0.9894167184829712, + 0.994163990020752, + 1.0, + 0.9817487001419067, + 0.9897828698158264, + 1.0, + 1.0, + 0.9990258812904358, + 0.9957403540611267, + 0.9957048892974854, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9920833706855774, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9934139847755432, + 0.9930437207221985, + 1.0, + 1.0, + 0.9982501268386841, + 1.0, + 0.9891135096549988, + 0.9906030893325806, + 0.9873793721199036, + 1.0, + 1.0, + 1.0, + 0.99703049659729, + 0.9949269890785217, + 1.0, + 0.9977571964263916, + 0.9932402968406677, + 0.998786449432373, + 0.9829239249229431, + 1.0, + 1.0, + 1.0, + 0.9948676824569702, + 1.0, + 0.997391939163208, + 0.9973360896110535, + 1.0, + 0.9954181909561157, + 1.0, + 1.0, + 0.9851704835891724, + 0.9984980821609497, + 0.9976857900619507, + 0.9990887641906738, + 0.978391706943512, + 0.9887793064117432, + 0.9843835830688477, + 0.9800957441329956, + 0.9892505407333374, + 1.0, + 1.0, + 0.9929481744766235, + 0.9865893125534058, + 1.0, + 0.9916015863418579, + 0.9863004088401794, + 1.0, + 1.0, + 0.9970762133598328, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944961071014404, + 0.9991269707679749, + 0.9900755286216736, + 0.9951545000076294, + 1.0, + 0.9993155598640442, + 0.9894260764122009, + 1.0, + 0.9989771246910095, + 0.9822241067886353, + 0.9951636791229248, + 1.0, + 0.9999317526817322, + 1.0, + 0.9980767369270325, + 1.0, + 0.9955446720123291, + 1.0, + 0.9976924061775208, + 1.0, + 0.9897977709770203, + 1.0, + 1.0, + 0.992087721824646, + 1.0, + 0.9923356771469116, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904507398605347, + 0.9986581206321716, + 1.0, + 0.9955635070800781, + 0.9936597347259521, + 1.0, + 1.0, + 0.9895926117897034, + 1.0, + 0.9981760382652283, + 1.0, + 1.0, + 0.9978678226470947, + 1.0, + 1.0, + 0.9960248470306396, + 0.9873831272125244, + 0.9987286329269409, + 1.0, + 1.0, + 0.998168408870697, + 1.0, + 0.9975131750106812, + 1.0, + 0.9756516814231873, + 0.9983516335487366, + 0.9770172238349915, + 0.9870384335517883, + 0.9822798371315002, + 0.9751451015472412, + 0.988167405128479, + 0.9839377403259277, + 0.9798702001571655, + 0.9884432554244995, + 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, + 0.9926818609237671, + 1.0, + 0.9959809184074402, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844388961791992, + 1.0, + 0.9814275503158569, + 0.9885890483856201, + 1.0, + 1.0, + 1.0, + 0.991504430770874, + 1.0, + 0.9863978624343872, + 0.9937227964401245, + 0.9875534176826477, + 0.9968276023864746, + 1.0, + 1.0, + 0.9958677291870117, + 1.0, + 1.0, + 0.998420000076294, + 1.0, + 0.9843215346336365, + 1.0, + 0.9893366098403931, + 1.0, + 1.0, + 1.0, + 0.9943431615829468, + 0.996889591217041, + 1.0, + 1.0, + 0.9968038201332092, + 0.9858047366142273, + 0.9944755434989929, + 1.0, + 1.0, + 0.9922903776168823, + 1.0, + 0.9996129274368286, + 0.9963695406913757, + 1.0, + 0.9996454119682312, + 0.9945024847984314, + 0.9979898929595947, + 1.0, + 0.9985835552215576, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986941814422607, + 1.0, + 0.9920668601989746, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975432753562927, + 1.0, + 1.0, + 1.0, + 0.9976019859313965, + 0.9935437440872192, + 0.9961538314819336, + 1.0, + 1.0, + 0.9979627728462219, + 0.9977112412452698, + 1.0, + 1.0, + 1.0, + 0.9972078204154968, + 0.9963739514350891, + 0.9873316884040833, + 0.9760023951530457, + 0.9920962452888489, + 1.0, + 1.0, + 0.9779638051986694, + 0.9904844164848328, + 1.0, + 1.0, + 0.9850502014160156, + 0.9963469505310059, + 0.994133710861206, + 0.9969658255577087, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958536624908447, + 1.0, + 1.0, + 1.0, + 0.9983378648757935, + 1.0, + 1.0, + 1.0, + 0.9972241520881653, + 1.0, + 0.9970968961715698, + 1.0, + 0.9883453249931335, + 0.9759598970413208, + 0.9884007573127747, + 0.994996190071106, + 0.9970514178276062, + 0.9847697615623474, + 0.9846010208129883, + 1.0, + 0.9943462014198303, + 0.9985018372535706, + 1.0, + 0.9983091950416565, + 0.9895161390304565, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943901896476746, + 1.0, + 1.0, + 0.9977912902832031, + 1.0, + 0.9986585974693298, + 0.9821773171424866, + 0.9855899214744568, + 1.0, + 0.9987765550613403, + 0.9948990941047668, + 1.0, + 0.9951301217079163, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997984766960144, + 1.0, + 1.0, + 0.9960353970527649, + 1.0, + 1.0, + 0.995258629322052, + 1.0, + 1.0, + 0.9918855428695679, + 0.9992721080780029, + 1.0, + 0.9898895025253296, + 0.9960129261016846, + 1.0, + 0.9951173663139343, + 1.0, + 1.0, + 0.9993860721588135, + 0.9952277541160583, + 1.0, + 0.9905154705047607, + 0.9965528845787048, + 0.9908719658851624, + 0.9825292825698853, + 0.9905253648757935, + 1.0, + 0.9927006363868713, + 0.9887865781784058, + 0.9896227717399597, + 1.0, + 0.9963729977607727, + 1.0, + 0.9978501796722412, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989897608757019, + 1.0, + 1.0, + 0.9880639910697937, + 0.9992712736129761, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996397078037262, + 1.0, + 0.9867597818374634, + 1.0, + 0.9947465658187866, + 1.0, + 1.0, + 1.0, + 0.9887742400169373, + 1.0, + 0.9927849173545837, + 1.0, + 0.9982696771621704, + 1.0, + 0.9986229538917542, + 1.0, + 1.0, + 0.9998294115066528, + 0.9850174188613892, + 1.0, + 1.0, + 0.9968808889389038, + 0.9982232451438904, + 0.9946919679641724, + 0.9954870343208313, + 0.9929214715957642, + 0.9960269331932068, + 0.9945635795593262, + 1.0, + 0.9847275614738464, + 0.9941532611846924, + 1.0, + 1.0, + 0.9958430528640747, + 0.998389482498169, + 1.0, + 0.9934748411178589, + 0.9915837645530701, + 0.9834074378013611, + 0.9872905611991882, + 0.9920122027397156, + 1.0, + 0.9863806962966919, + 1.0, + 1.0, + 1.0, + 0.9953752160072327, + 0.9811719655990601, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991973042488098, + 1.0, + 1.0, + 0.989798903465271, + 0.9972118139266968, + 0.9960057735443115, + 1.0, + 1.0, + 0.9901629686355591, + 0.9907796382904053, + 0.9954224228858948, + 0.9901962280273438, + 1.0, + 1.0, + 0.9905892014503479, + 0.9970322251319885, + 1.0, + 1.0, + 0.9979861378669739, + 1.0, + 0.9846013784408569, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989267885684967, + 0.992590069770813, + 0.9972025156021118, + 0.999461829662323, + 0.9894908666610718, + 0.982353687286377, + 0.983211874961853, + 1.0, + 1.0, + 0.9971206188201904, + 0.9998008012771606, + 1.0, + 0.9919617176055908, + 1.0, + 0.9958648085594177, + 1.0, + 0.9818402528762817, + 0.9994825124740601, + 1.0, + 0.9904681444168091, + 1.0, + 0.9935171604156494, + 0.9971963763237, + 0.9745288491249084, + 0.9974241256713867, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995032548904419, + 1.0, + 0.9996073842048645, + 0.9979379177093506, + 1.0, + 1.0, + 0.9979645013809204, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985816240310669, + 0.9939760565757751, + 0.9909173846244812, + 1.0, + 0.9892406463623047, + 1.0, + 1.0, + 1.0, + 0.9957508444786072, + 0.9965229630470276, + 0.9934340119361877, + 0.9992496967315674, + 0.9933056831359863, + 0.9990832209587097, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957966208457947, + 0.999612033367157, + 1.0, + 0.9927515983581543, + 1.0, + 0.9911664724349976, + 1.0, + 0.9955624341964722, + 0.9997833371162415, + 0.9930029511451721, + 0.9915195107460022, + 0.9907865524291992, + 0.9890982508659363, + 1.0, + 0.9975677728652954, + 0.9944661259651184, + 0.9980483055114746, + 1.0, + 0.9748846888542175, + 0.9699822068214417, + 0.9870589971542358, + 0.9895835518836975, + 0.9779419302940369, + 1.0, + 1.0, + 1.0, + 0.982205867767334, + 0.996605396270752, + 1.0, + 0.9923890233039856, + 1.0, + 1.0, + 1.0, + 0.9989262819290161, + 1.0, + 1.0, + 0.9934359192848206, + 1.0, + 0.9954900145530701, + 1.0, + 0.9941444396972656, + 1.0, + 1.0, + 1.0, + 0.9935514330863953, + 1.0, + 1.0, + 1.0, + 0.9999521970748901, + 0.9967535138130188, + 1.0, + 0.9961811304092407, + 0.9972912073135376, + 1.0, + 1.0, + 1.0, + 0.998566210269928, + 1.0, + 0.9936221241950989, + 0.9962648749351501, + 0.9915722608566284, + 1.0, + 1.0, + 0.9898548126220703, + 1.0, + 0.9915931224822998, + 1.0, + 1.0, + 0.9994915127754211, + 0.9984420537948608, + 1.0, + 0.9938297271728516, + 1.0, + 1.0, + 0.9981699585914612, + 0.9925412535667419, + 0.9976950883865356, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9895610809326172, + 1.0, + 1.0, + 0.9898517727851868, + 1.0, + 0.9973411560058594, + 1.0, + 0.9889526963233948, + 1.0, + 0.9911991953849792, + 1.0, + 0.9948707818984985, + 0.9923133850097656, + 1.0, + 1.0, + 1.0, + 0.99295973777771, + 1.0, + 0.9988869428634644, + 0.9998931288719177, + 0.9995419979095459, + 1.0, + 1.0, + 1.0, + 0.9994766116142273, + 0.9979802370071411, + 1.0, + 0.9890664219856262, + 1.0, + 0.9912173748016357, + 0.9983536601066589, + 0.9975864291191101, + 0.9955065846443176, + 0.9973280429840088, + 1.0, + 1.0, + 0.9990059733390808, + 0.9950395822525024, + 0.9982120990753174, + 0.9991500377655029, + 1.0, + 0.9963758587837219, + 0.9980672001838684, + 1.0, + 0.9984012842178345, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9940855503082275, + 1.0, + 1.0, + 0.9954915642738342, + 0.9873604774475098, + 0.9929547905921936, + 1.0, + 1.0, + 0.9978470206260681, + 1.0, + 0.9870168566703796, + 1.0, + 0.9895985722541809, + 1.0, + 0.990275502204895, + 1.0, + 0.9939550757408142, + 1.0, + 1.0, + 0.9966685771942139, + 1.0, + 1.0, + 0.99564129114151, + 0.99840247631073, + 1.0, + 0.9990500211715698 + ], + "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_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_scalar_eval.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..a6a1542be8c85ffe29bd9b61f00cf609b8fd234a --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 8170.31982421875, + "strength": 5687.3681640625, + "max_strength": 6787.19970703125, + "final_strength": 6520.2998046875, + "sample_efficiency": 3.367051988334424e-07, + "training_efficiency": 2.1258694687276147e-05, + "stability": 0.9966726899147034 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_scalar_train.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..a6a1542be8c85ffe29bd9b61f00cf609b8fd234a --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 8170.31982421875, + "strength": 5687.3681640625, + "max_strength": 6787.19970703125, + "final_strength": 6520.2998046875, + "sample_efficiency": 3.367051988334424e-07, + "training_efficiency": 2.1258694687276147e-05, + "stability": 0.9966726899147034 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_train.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..a94de730006f92ef67fbbd323bebe35a9e45140a --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s2_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 8170.31982421875, + "strength": 5687.3681640625, + "max_strength": 6787.19970703125, + "final_strength": 6520.2998046875, + "sample_efficiency": 3.367051988334424e-07, + "training_efficiency": 2.1258694687276147e-05, + "stability": 0.9966726899147034 + }, + "local": { + "mean_returns": [ + 269.0, + 1766.6666259765625, + 2137.5, + 2122.916748046875, + 2385.0, + 2514.615478515625, + 2645.833251953125, + 2699.615478515625, + 2900.322509765625, + 2923.2353515625, + 3004.605224609375, + 3090.722900390625, + 3151.75830078125, + 3149.591796875, + 3196.0, + 3390.39990234375, + 3477.300048828125, + 3540.800048828125, + 3572.60009765625, + 3589.300048828125, + 3569.0, + 3534.5, + 3513.10009765625, + 3564.0, + 3581.10009765625, + 3561.199951171875, + 3611.10009765625, + 3718.10009765625, + 3796.199951171875, + 3792.10009765625, + 3881.39990234375, + 3960.800048828125, + 4005.699951171875, + 4123.7998046875, + 4193.5, + 4262.2998046875, + 4275.2001953125, + 4360.0, + 4444.10009765625, + 4578.2998046875, + 4593.2001953125, + 4635.0, + 4803.0, + 4829.0, + 4906.5, + 4924.0, + 4975.7998046875, + 5058.60009765625, + 5283.10009765625, + 5327.7998046875, + 5451.39990234375, + 5458.7998046875, + 5457.0, + 5565.39990234375, + 5532.2998046875, + 5511.2001953125, + 5509.89990234375, + 5611.60009765625, + 5631.89990234375, + 5685.60009765625, + 5729.5, + 5717.39990234375, + 5698.2998046875, + 5678.5, + 5648.2998046875, + 5712.2001953125, + 5753.60009765625, + 5806.2001953125, + 5884.5, + 5994.10009765625, + 6026.0, + 6030.2998046875, + 6087.7001953125, + 6072.60009765625, + 6148.7001953125, + 6141.39990234375, + 6170.10009765625, + 6281.89990234375, + 6219.10009765625, + 6201.89990234375, + 6189.10009765625, + 6215.60009765625, + 6172.2001953125, + 6096.5, + 6096.89990234375, + 6074.10009765625, + 6103.2001953125, + 6081.60009765625, + 6061.2001953125, + 6115.0, + 6093.10009765625, + 6103.7001953125, + 6173.2998046875, + 6235.60009765625, + 6244.2001953125, + 6228.7998046875, + 6309.5, + 6333.7001953125, + 6378.10009765625, + 6361.10009765625, + 6309.10009765625, + 6332.89990234375, + 6428.0, + 6464.60009765625, + 6535.60009765625, + 6531.89990234375, + 6592.2001953125, + 6595.5, + 6649.0, + 6672.2998046875, + 6697.39990234375, + 6732.10009765625, + 6740.39990234375, + 6833.2998046875, + 6925.7001953125, + 6959.7001953125, + 6962.2998046875, + 6952.5, + 6923.39990234375, + 6900.2998046875, + 6873.89990234375, + 6923.2998046875, + 6879.7001953125, + 6904.60009765625, + 6942.10009765625, + 7009.39990234375, + 7002.7001953125, + 7035.89990234375, + 7027.39990234375, + 7042.60009765625, + 7032.0, + 6997.2001953125, + 7039.7998046875, + 7134.60009765625, + 7201.2001953125, + 7182.39990234375, + 7212.39990234375, + 7119.0, + 7059.60009765625, + 7027.2998046875, + 7022.0, + 7000.39990234375, + 7008.39990234375, + 6961.10009765625, + 7005.2998046875, + 6998.89990234375, + 6972.60009765625, + 6959.5, + 6941.7998046875, + 6949.10009765625, + 6917.2998046875, + 7000.39990234375, + 7021.5, + 7039.39990234375, + 6910.39990234375, + 6915.89990234375, + 6892.60009765625, + 6869.0, + 6779.10009765625, + 6828.7998046875, + 6830.0, + 6790.5, + 6782.7001953125, + 6773.0, + 6667.10009765625, + 6648.0, + 6656.60009765625, + 6816.10009765625, + 6836.0, + 6857.39990234375, + 6851.89990234375, + 6888.7998046875, + 6886.10009765625, + 6917.5, + 6857.60009765625, + 6849.7001953125, + 6800.60009765625, + 6754.89990234375, + 6711.10009765625, + 6635.7998046875, + 6557.7998046875, + 6506.10009765625, + 6468.2001953125, + 6517.2001953125, + 6530.2001953125, + 6545.0, + 6551.60009765625, + 6596.2001953125, + 6691.10009765625, + 6723.10009765625, + 6762.0, + 6856.10009765625, + 6900.39990234375, + 6900.2001953125, + 6912.0, + 6987.7001953125, + 6984.39990234375, + 7034.7001953125, + 7018.0, + 6932.89990234375, + 6947.5, + 6866.39990234375, + 6909.7001953125, + 6924.2998046875, + 6932.2001953125, + 6973.10009765625, + 6906.0, + 6957.5, + 6945.2001953125, + 6914.89990234375, + 6939.7001953125, + 6939.5, + 7024.39990234375, + 7057.7998046875, + 7095.10009765625, + 7178.2998046875, + 7132.39990234375, + 7187.10009765625, + 7159.2001953125, + 7162.89990234375, + 7212.7998046875, + 7127.60009765625, + 7193.5, + 7142.7998046875, + 7184.0, + 7240.39990234375, + 7232.5, + 7139.2998046875, + 7226.10009765625, + 7270.0, + 7231.10009765625, + 7227.89990234375, + 7146.10009765625, + 7188.0, + 7227.10009765625, + 7300.0, + 7262.7001953125, + 7236.0, + 7199.60009765625, + 7101.0, + 7122.0, + 7150.5, + 7137.7998046875, + 7104.7998046875, + 7189.7001953125, + 7170.5, + 7219.89990234375, + 7286.39990234375, + 7250.0, + 7308.7001953125, + 7422.2998046875, + 7433.7001953125, + 7423.5, + 7528.0, + 7619.60009765625, + 7632.7001953125, + 7608.0, + 7699.39990234375, + 7608.2998046875, + 7591.7998046875, + 7663.2998046875, + 7687.2001953125, + 7800.7001953125, + 7772.2998046875, + 7751.7001953125, + 7784.60009765625, + 7780.7998046875, + 7793.7001953125, + 7784.7001953125, + 7701.7998046875, + 7732.7001953125, + 7743.2001953125, + 7798.0, + 7793.39990234375, + 7769.2001953125, + 7760.60009765625, + 7730.60009765625, + 7697.7001953125, + 7716.2998046875, + 7700.39990234375, + 7679.2001953125, + 7652.89990234375, + 7582.7001953125, + 7630.60009765625, + 7594.2998046875, + 7563.7001953125, + 7579.89990234375, + 7598.89990234375, + 7561.5, + 7533.0, + 7505.60009765625, + 7520.2998046875, + 7507.2998046875, + 7471.0, + 7426.0, + 7380.2998046875, + 7466.89990234375, + 7489.2998046875, + 7416.0, + 7382.2001953125, + 7344.10009765625, + 7349.89990234375, + 7399.39990234375, + 7303.2998046875, + 7327.2998046875, + 7337.5, + 7244.89990234375, + 7279.5, + 7299.0, + 7316.0, + 7208.7001953125, + 7265.2001953125, + 7340.39990234375, + 7289.2998046875, + 7260.89990234375, + 7273.0, + 7247.39990234375, + 7314.10009765625, + 7323.7998046875, + 7270.89990234375, + 7292.60009765625, + 7341.89990234375, + 7338.39990234375, + 7319.39990234375, + 7327.60009765625, + 7314.60009765625, + 7254.7001953125, + 7327.60009765625, + 7320.2998046875, + 7283.5, + 7186.10009765625, + 7180.10009765625, + 7278.7998046875, + 7327.5, + 7199.0, + 7256.39990234375, + 7226.89990234375, + 7268.89990234375, + 7304.10009765625, + 7353.5, + 7384.89990234375, + 7497.2998046875, + 7486.2998046875, + 7558.2001953125, + 7685.5, + 7663.2001953125, + 7631.60009765625, + 7625.7998046875, + 7757.7998046875, + 7751.89990234375, + 7727.39990234375, + 7736.89990234375, + 7715.5, + 7668.10009765625, + 7604.5, + 7569.7998046875, + 7570.5, + 7462.60009765625, + 7403.2998046875, + 7449.2001953125, + 7509.7998046875, + 7504.10009765625, + 7479.2001953125, + 7454.2001953125, + 7539.7998046875, + 7586.5, + 7601.5, + 7646.0, + 7598.60009765625, + 7632.5, + 7674.10009765625, + 7747.7001953125, + 7823.2001953125, + 7782.60009765625, + 7740.0, + 7777.60009765625, + 7830.7001953125, + 7819.89990234375, + 7877.2998046875, + 7809.60009765625, + 7751.7998046875, + 7674.89990234375, + 7751.7001953125, + 7761.2998046875, + 7787.60009765625, + 7769.39990234375, + 7738.39990234375, + 7811.7001953125, + 7797.89990234375, + 7756.39990234375, + 7749.0, + 7645.0, + 7680.2998046875, + 7705.7001953125, + 7815.7001953125, + 7784.10009765625, + 7793.39990234375, + 7777.39990234375, + 7761.10009765625, + 7791.60009765625, + 7763.5, + 7783.7998046875, + 7808.5, + 7717.2998046875, + 7708.2001953125, + 7694.2001953125, + 7688.7001953125, + 7558.39990234375, + 7492.2001953125, + 7401.10009765625, + 7286.7998046875, + 7226.2998046875, + 7229.39990234375, + 7245.7998046875, + 7206.39990234375, + 7132.0, + 7231.10009765625, + 7184.2998046875, + 7108.60009765625, + 7148.7001953125, + 7233.5, + 7217.2001953125, + 7374.7001953125, + 7429.5, + 7514.89990234375, + 7522.0, + 7541.7001953125, + 7620.60009765625, + 7622.60009765625, + 7696.7001953125, + 7763.2998046875, + 7729.7001953125, + 7724.39990234375, + 7664.2001953125, + 7635.10009765625, + 7649.10009765625, + 7645.0, + 7581.7001953125, + 7622.2001953125, + 7616.10009765625, + 7510.2001953125, + 7481.89990234375, + 7518.89990234375, + 7518.5, + 7586.2001953125, + 7574.7998046875, + 7584.10009765625, + 7557.7001953125, + 7595.60009765625, + 7581.89990234375, + 7598.5, + 7537.89990234375, + 7556.10009765625, + 7636.7001953125, + 7589.39990234375, + 7634.2998046875, + 7588.5, + 7622.39990234375, + 7672.39990234375, + 7676.7001953125, + 7702.60009765625, + 7753.2998046875, + 7695.10009765625, + 7687.0, + 7789.60009765625, + 7762.39990234375, + 7723.7001953125, + 7762.60009765625, + 7846.5, + 7782.10009765625, + 7799.10009765625, + 7787.89990234375, + 7796.10009765625, + 7802.60009765625, + 7789.5, + 7833.2001953125, + 7897.2998046875, + 7872.5, + 7794.10009765625, + 7786.2998046875, + 7803.39990234375, + 7827.89990234375, + 7816.60009765625, + 7891.39990234375, + 7875.89990234375, + 7876.7001953125, + 7725.2998046875, + 7715.2998046875, + 7576.10009765625, + 7499.39990234375, + 7395.89990234375, + 7253.2998046875, + 7187.10009765625, + 7098.2998046875, + 6988.7998046875, + 6927.2001953125, + 6932.7998046875, + 6977.89990234375, + 7009.10009765625, + 7143.7998046875, + 7177.7001953125, + 7197.39990234375, + 7225.7001953125, + 7411.2001953125, + 7488.2001953125, + 7564.2998046875, + 7570.0, + 7632.60009765625, + 7712.10009765625, + 7667.7998046875, + 7729.7001953125, + 7705.2998046875, + 7738.89990234375, + 7812.0, + 7839.5, + 7866.39990234375, + 7769.7998046875, + 7775.2001953125, + 7661.60009765625, + 7593.10009765625, + 7611.7001953125, + 7665.10009765625, + 7697.0, + 7645.7001953125, + 7650.2998046875, + 7568.7998046875, + 7531.7001953125, + 7458.60009765625, + 7440.2001953125, + 7581.2998046875, + 7635.89990234375, + 7611.2001953125, + 7797.2998046875, + 7924.39990234375, + 7914.5, + 7915.60009765625, + 7817.5, + 7838.60009765625, + 7772.7001953125, + 7874.2001953125, + 7890.39990234375, + 7898.7998046875, + 7863.5, + 7844.2001953125, + 7869.2998046875, + 7884.7998046875, + 7864.89990234375, + 7776.7998046875, + 7743.0, + 7750.0, + 7832.7001953125, + 7785.10009765625, + 7858.60009765625, + 7856.2001953125, + 7833.7001953125, + 7863.60009765625, + 7861.39990234375, + 7827.2998046875, + 7814.89990234375, + 7871.2998046875, + 7862.5, + 7926.0, + 7950.7001953125, + 7982.2001953125, + 8015.10009765625, + 8006.7998046875, + 8036.89990234375, + 7986.2998046875, + 8008.2998046875, + 8022.2998046875, + 8084.89990234375, + 8089.7998046875, + 8074.0, + 8083.60009765625, + 8136.2001953125, + 8164.0, + 8148.39990234375, + 8106.5, + 8081.7001953125, + 8129.60009765625, + 8138.10009765625, + 8124.89990234375, + 8110.10009765625, + 8138.89990234375, + 8150.39990234375, + 8212.900390625, + 8194.599609375, + 8170.89990234375, + 8088.39990234375, + 7934.10009765625, + 7884.5, + 7888.60009765625, + 7966.39990234375, + 7827.39990234375, + 7768.7001953125, + 7770.5, + 7772.39990234375, + 7681.0, + 7659.0, + 7623.7998046875, + 7605.7001953125, + 7629.7998046875, + 7671.10009765625, + 7731.89990234375, + 7797.2001953125, + 7822.89990234375, + 7866.10009765625, + 8001.5, + 7975.2001953125, + 7984.0, + 7989.39990234375, + 8035.89990234375, + 8025.2998046875, + 8029.7998046875, + 8071.39990234375, + 8107.2001953125, + 8089.2998046875, + 8099.89990234375, + 8081.2001953125, + 8093.7998046875, + 8018.7998046875, + 7865.89990234375, + 7793.89990234375, + 7763.2001953125, + 7745.2001953125, + 7652.5, + 7560.2001953125, + 7566.10009765625, + 7532.7001953125, + 7523.89990234375, + 7572.89990234375, + 7562.89990234375, + 7501.0, + 7544.60009765625, + 7598.0, + 7697.2998046875, + 7719.39990234375, + 7685.39990234375, + 7739.0, + 7770.7001953125, + 7757.2001953125, + 7771.39990234375, + 7763.2001953125, + 7654.39990234375, + 7568.0, + 7625.60009765625, + 7618.2998046875, + 7587.89990234375, + 7634.10009765625, + 7605.0, + 7687.7998046875, + 7700.10009765625, + 7704.5, + 7770.89990234375, + 7850.0, + 7911.10009765625, + 7898.5, + 8008.2998046875, + 8040.0, + 8014.7001953125, + 8028.2001953125, + 8049.2001953125, + 8018.89990234375, + 8025.39990234375, + 8029.89990234375, + 7978.2001953125, + 7973.60009765625, + 8018.2998046875, + 7954.0, + 7928.89990234375, + 7987.10009765625, + 7956.2001953125, + 8009.7001953125, + 8011.7001953125, + 8007.7998046875, + 7977.5, + 7984.7001953125, + 7924.7001953125, + 7903.10009765625, + 7846.10009765625, + 7738.0, + 7680.39990234375, + 7686.5, + 7642.5, + 7575.39990234375, + 7514.0, + 7586.39990234375, + 7564.89990234375, + 7566.2001953125, + 7553.5, + 7585.60009765625, + 7588.0, + 7607.39990234375, + 7740.5, + 7750.2998046875, + 7796.10009765625, + 7789.89990234375, + 7808.2001953125, + 7908.60009765625, + 7834.0, + 7829.5, + 7915.89990234375, + 7918.2998046875, + 7977.10009765625, + 8014.5, + 7991.60009765625, + 8101.10009765625, + 8015.7998046875, + 8054.39990234375, + 8020.7998046875, + 8031.10009765625, + 8031.60009765625, + 8081.2998046875, + 8009.2001953125, + 8061.7998046875, + 8015.60009765625, + 8015.7998046875, + 8004.7998046875, + 8049.2001953125, + 8040.39990234375, + 8041.60009765625, + 8107.2001953125, + 8106.10009765625, + 8009.5, + 8017.0, + 8038.60009765625, + 8018.7001953125, + 8007.39990234375, + 7973.7001953125, + 7945.2001953125, + 7900.7001953125, + 7875.89990234375, + 7842.10009765625, + 7859.2998046875, + 7764.60009765625, + 7728.89990234375, + 7749.89990234375, + 7768.7998046875, + 7743.39990234375, + 7733.60009765625, + 7758.10009765625, + 7718.2998046875, + 7667.2998046875, + 7567.60009765625, + 7492.5, + 7445.89990234375, + 7459.2001953125, + 7380.2001953125, + 7430.2998046875, + 7444.7001953125, + 7453.39990234375, + 7426.60009765625, + 7318.0, + 7352.7001953125, + 7485.5, + 7503.2001953125, + 7525.10009765625, + 7638.39990234375, + 7633.60009765625, + 7678.5, + 7746.2001953125, + 7684.10009765625, + 7667.2998046875, + 7643.2998046875, + 7694.60009765625, + 7737.7001953125, + 7677.89990234375, + 7622.39990234375, + 7595.10009765625, + 7536.89990234375, + 7559.89990234375, + 7577.2998046875, + 7521.60009765625, + 7504.2001953125, + 7610.60009765625, + 7666.7998046875, + 7654.7001953125, + 7704.60009765625, + 7611.5, + 7726.2998046875, + 7803.2001953125, + 7812.7998046875, + 7826.5, + 7920.2001953125, + 7853.0, + 7807.10009765625, + 7789.89990234375, + 7786.60009765625, + 7722.2001953125, + 7615.2001953125, + 7515.2001953125, + 7595.2998046875, + 7701.5, + 7684.10009765625, + 7682.89990234375, + 7742.0, + 7693.10009765625, + 7728.5, + 7703.39990234375, + 7760.0, + 7649.2001953125, + 7646.10009765625, + 7680.5, + 7623.10009765625, + 7689.89990234375, + 7650.7998046875, + 7634.0, + 7481.7998046875, + 7466.7998046875, + 7479.2998046875, + 7529.2001953125, + 7587.5, + 7697.7998046875, + 7694.7998046875, + 7771.2998046875, + 7768.89990234375, + 7756.2998046875, + 7771.60009765625, + 7799.60009765625, + 7787.10009765625, + 7850.2998046875, + 8011.10009765625, + 8049.7001953125, + 8074.39990234375, + 7983.39990234375, + 7945.2998046875, + 7888.2001953125, + 7922.89990234375, + 7855.5, + 7954.10009765625, + 7961.10009765625, + 8012.7998046875, + 7985.7998046875, + 7963.7998046875, + 7922.39990234375, + 7917.7001953125, + 7875.7998046875, + 7870.10009765625, + 7952.2998046875, + 8011.2001953125, + 8015.5, + 8048.5, + 8129.60009765625, + 8102.39990234375, + 8099.89990234375, + 8156.60009765625, + 8109.5, + 8111.2998046875, + 8054.2998046875, + 8148.7001953125, + 8119.89990234375, + 8118.5, + 8073.2998046875, + 8018.89990234375, + 7960.2998046875, + 7891.60009765625, + 7908.10009765625, + 7892.89990234375, + 7858.39990234375, + 7846.2998046875, + 7901.7998046875, + 7745.0, + 7562.2998046875, + 7485.89990234375, + 7425.2001953125, + 7298.0, + 7323.60009765625, + 7356.10009765625, + 7357.10009765625, + 7255.7001953125, + 7236.7001953125, + 7268.89990234375, + 7226.2001953125, + 7233.89990234375, + 7377.0, + 7432.7998046875, + 7426.60009765625, + 7534.5, + 7676.2001953125, + 7636.7001953125, + 7689.7001953125, + 7662.5, + 7704.10009765625, + 7668.7001953125, + 7671.2998046875, + 7723.7998046875, + 7737.5, + 7698.2998046875, + 7747.5, + 7823.7998046875, + 7942.60009765625, + 7942.2998046875, + 7921.89990234375, + 7995.60009765625, + 7971.39990234375, + 7954.2998046875, + 7998.5, + 8055.0, + 8074.89990234375, + 8065.7001953125, + 8071.39990234375, + 8030.5, + 8006.7001953125, + 7953.2001953125, + 7957.7998046875, + 7996.60009765625, + 7932.2998046875, + 7939.2001953125, + 7886.39990234375, + 7943.0, + 7952.0, + 7948.7998046875, + 7939.0, + 8011.7001953125, + 7972.5, + 8038.89990234375, + 8052.10009765625, + 8040.39990234375, + 7992.7998046875, + 7978.2001953125, + 8019.89990234375, + 8052.5, + 8101.10009765625, + 8112.89990234375, + 8124.7998046875, + 8057.2998046875, + 8097.39990234375, + 8162.2001953125, + 8096.2001953125, + 8127.60009765625, + 8110.39990234375, + 8185.10009765625, + 8113.0, + 8123.89990234375, + 8067.0, + 8092.2998046875, + 8059.2998046875, + 8010.10009765625, + 8058.5, + 8137.60009765625, + 8164.10009765625, + 8118.2998046875, + 8217.0, + 8209.7001953125, + 8209.0, + 8206.0, + 8253.599609375, + 8306.5, + 8346.099609375, + 8342.599609375, + 8329.099609375, + 8390.2001953125, + 8316.599609375, + 8399.2001953125, + 8340.0, + 8329.0, + 8312.900390625, + 8283.0, + 8265.2998046875, + 8268.599609375, + 8297.7998046875, + 8291.2001953125, + 8258.2998046875, + 8246.5, + 8240.900390625, + 8253.400390625, + 8229.5, + 8216.7998046875, + 8226.2998046875, + 8215.7998046875, + 8221.900390625, + 8230.7001953125, + 8354.7001953125, + 8371.0, + 8331.2998046875, + 8403.7001953125, + 8445.7998046875, + 8415.2001953125, + 8329.7998046875, + 8282.7998046875, + 8289.0, + 8300.5, + 8286.2001953125, + 8321.099609375, + 8234.599609375, + 8253.900390625, + 8185.2998046875, + 8188.5, + 8125.0, + 8126.7998046875, + 8087.7001953125, + 8156.7998046875, + 8202.2998046875, + 8180.5, + 8183.10009765625, + 8197.099609375, + 8168.60009765625, + 8158.2001953125, + 8185.10009765625, + 8178.89990234375 + ], + "strengths": [ + -1389.5999755859375, + 108.066650390625, + 478.9000244140625, + 464.3167724609375, + 726.4000244140625, + 856.0155029296875, + 987.2332763671875, + 1041.0155029296875, + 1241.7225341796875, + 1264.6353759765625, + 1346.0052490234375, + 1432.1229248046875, + 1493.1583251953125, + 1490.9918212890625, + 1537.4000244140625, + 1731.7999267578125, + 1818.7000732421875, + 1882.2000732421875, + 1914.0001220703125, + 1930.7000732421875, + 1910.4000244140625, + 1875.9000244140625, + 1854.5001220703125, + 1905.4000244140625, + 1922.5001220703125, + 1902.5999755859375, + 1952.5001220703125, + 2059.5, + 2137.60009765625, + 2133.5, + 2222.7998046875, + 2302.2001953125, + 2347.10009765625, + 2465.19970703125, + 2534.89990234375, + 2603.69970703125, + 2616.60009765625, + 2701.39990234375, + 2785.5, + 2919.69970703125, + 2934.60009765625, + 2976.39990234375, + 3144.39990234375, + 3170.39990234375, + 3247.89990234375, + 3265.39990234375, + 3317.19970703125, + 3400.0, + 3624.5, + 3669.19970703125, + 3792.7998046875, + 3800.19970703125, + 3798.39990234375, + 3906.7998046875, + 3873.69970703125, + 3852.60009765625, + 3851.2998046875, + 3953.0, + 3973.2998046875, + 4027.0, + 4070.89990234375, + 4058.7998046875, + 4039.69970703125, + 4019.89990234375, + 3989.69970703125, + 4053.60009765625, + 4095.0, + 4147.60009765625, + 4225.89990234375, + 4335.5, + 4367.39990234375, + 4371.69970703125, + 4429.10009765625, + 4414.0, + 4490.10009765625, + 4482.7998046875, + 4511.5, + 4623.2998046875, + 4560.5, + 4543.2998046875, + 4530.5, + 4557.0, + 4513.60009765625, + 4437.89990234375, + 4438.2998046875, + 4415.5, + 4444.60009765625, + 4423.0, + 4402.60009765625, + 4456.39990234375, + 4434.5, + 4445.10009765625, + 4514.69970703125, + 4577.0, + 4585.60009765625, + 4570.19970703125, + 4650.89990234375, + 4675.10009765625, + 4719.5, + 4702.5, + 4650.5, + 4674.2998046875, + 4769.39990234375, + 4806.0, + 4877.0, + 4873.2998046875, + 4933.60009765625, + 4936.89990234375, + 4990.39990234375, + 5013.69970703125, + 5038.7998046875, + 5073.5, + 5081.7998046875, + 5174.69970703125, + 5267.10009765625, + 5301.10009765625, + 5303.69970703125, + 5293.89990234375, + 5264.7998046875, + 5241.69970703125, + 5215.2998046875, + 5264.69970703125, + 5221.10009765625, + 5246.0, + 5283.5, + 5350.7998046875, + 5344.10009765625, + 5377.2998046875, + 5368.7998046875, + 5384.0, + 5373.39990234375, + 5338.60009765625, + 5381.19970703125, + 5476.0, + 5542.60009765625, + 5523.7998046875, + 5553.7998046875, + 5460.39990234375, + 5401.0, + 5368.69970703125, + 5363.39990234375, + 5341.7998046875, + 5349.7998046875, + 5302.5, + 5346.69970703125, + 5340.2998046875, + 5314.0, + 5300.89990234375, + 5283.19970703125, + 5290.5, + 5258.69970703125, + 5341.7998046875, + 5362.89990234375, + 5380.7998046875, + 5251.7998046875, + 5257.2998046875, + 5234.0, + 5210.39990234375, + 5120.5, + 5170.19970703125, + 5171.39990234375, + 5131.89990234375, + 5124.10009765625, + 5114.39990234375, + 5008.5, + 4989.39990234375, + 4998.0, + 5157.5, + 5177.39990234375, + 5198.7998046875, + 5193.2998046875, + 5230.19970703125, + 5227.5, + 5258.89990234375, + 5199.0, + 5191.10009765625, + 5142.0, + 5096.2998046875, + 5052.5, + 4977.19970703125, + 4899.19970703125, + 4847.5, + 4809.60009765625, + 4858.60009765625, + 4871.60009765625, + 4886.39990234375, + 4893.0, + 4937.60009765625, + 5032.5, + 5064.5, + 5103.39990234375, + 5197.5, + 5241.7998046875, + 5241.60009765625, + 5253.39990234375, + 5329.10009765625, + 5325.7998046875, + 5376.10009765625, + 5359.39990234375, + 5274.2998046875, + 5288.89990234375, + 5207.7998046875, + 5251.10009765625, + 5265.69970703125, + 5273.60009765625, + 5314.5, + 5247.39990234375, + 5298.89990234375, + 5286.60009765625, + 5256.2998046875, + 5281.10009765625, + 5280.89990234375, + 5365.7998046875, + 5399.19970703125, + 5436.5, + 5519.69970703125, + 5473.7998046875, + 5528.5, + 5500.60009765625, + 5504.2998046875, + 5554.19970703125, + 5469.0, + 5534.89990234375, + 5484.19970703125, + 5525.39990234375, + 5581.7998046875, + 5573.89990234375, + 5480.69970703125, + 5567.5, + 5611.39990234375, + 5572.5, + 5569.2998046875, + 5487.5, + 5529.39990234375, + 5568.5, + 5641.39990234375, + 5604.10009765625, + 5577.39990234375, + 5541.0, + 5442.39990234375, + 5463.39990234375, + 5491.89990234375, + 5479.19970703125, + 5446.19970703125, + 5531.10009765625, + 5511.89990234375, + 5561.2998046875, + 5627.7998046875, + 5591.39990234375, + 5650.10009765625, + 5763.69970703125, + 5775.10009765625, + 5764.89990234375, + 5869.39990234375, + 5961.0, + 5974.10009765625, + 5949.39990234375, + 6040.7998046875, + 5949.69970703125, + 5933.19970703125, + 6004.69970703125, + 6028.60009765625, + 6142.10009765625, + 6113.69970703125, + 6093.10009765625, + 6126.0, + 6122.19970703125, + 6135.10009765625, + 6126.10009765625, + 6043.19970703125, + 6074.10009765625, + 6084.60009765625, + 6139.39990234375, + 6134.7998046875, + 6110.60009765625, + 6102.0, + 6072.0, + 6039.10009765625, + 6057.69970703125, + 6041.7998046875, + 6020.60009765625, + 5994.2998046875, + 5924.10009765625, + 5972.0, + 5935.69970703125, + 5905.10009765625, + 5921.2998046875, + 5940.2998046875, + 5902.89990234375, + 5874.39990234375, + 5847.0, + 5861.69970703125, + 5848.69970703125, + 5812.39990234375, + 5767.39990234375, + 5721.69970703125, + 5808.2998046875, + 5830.69970703125, + 5757.39990234375, + 5723.60009765625, + 5685.5, + 5691.2998046875, + 5740.7998046875, + 5644.69970703125, + 5668.69970703125, + 5678.89990234375, + 5586.2998046875, + 5620.89990234375, + 5640.39990234375, + 5657.39990234375, + 5550.10009765625, + 5606.60009765625, + 5681.7998046875, + 5630.69970703125, + 5602.2998046875, + 5614.39990234375, + 5588.7998046875, + 5655.5, + 5665.19970703125, + 5612.2998046875, + 5634.0, + 5683.2998046875, + 5679.7998046875, + 5660.7998046875, + 5669.0, + 5656.0, + 5596.10009765625, + 5669.0, + 5661.69970703125, + 5624.89990234375, + 5527.5, + 5521.5, + 5620.19970703125, + 5668.89990234375, + 5540.39990234375, + 5597.7998046875, + 5568.2998046875, + 5610.2998046875, + 5645.5, + 5694.89990234375, + 5726.2998046875, + 5838.69970703125, + 5827.69970703125, + 5899.60009765625, + 6026.89990234375, + 6004.60009765625, + 5973.0, + 5967.19970703125, + 6099.19970703125, + 6093.2998046875, + 6068.7998046875, + 6078.2998046875, + 6056.89990234375, + 6009.5, + 5945.89990234375, + 5911.19970703125, + 5911.89990234375, + 5804.0, + 5744.69970703125, + 5790.60009765625, + 5851.19970703125, + 5845.5, + 5820.60009765625, + 5795.60009765625, + 5881.19970703125, + 5927.89990234375, + 5942.89990234375, + 5987.39990234375, + 5940.0, + 5973.89990234375, + 6015.5, + 6089.10009765625, + 6164.60009765625, + 6124.0, + 6081.39990234375, + 6119.0, + 6172.10009765625, + 6161.2998046875, + 6218.69970703125, + 6151.0, + 6093.19970703125, + 6016.2998046875, + 6093.10009765625, + 6102.69970703125, + 6129.0, + 6110.7998046875, + 6079.7998046875, + 6153.10009765625, + 6139.2998046875, + 6097.7998046875, + 6090.39990234375, + 5986.39990234375, + 6021.69970703125, + 6047.10009765625, + 6157.10009765625, + 6125.5, + 6134.7998046875, + 6118.7998046875, + 6102.5, + 6133.0, + 6104.89990234375, + 6125.19970703125, + 6149.89990234375, + 6058.69970703125, + 6049.60009765625, + 6035.60009765625, + 6030.10009765625, + 5899.7998046875, + 5833.60009765625, + 5742.5, + 5628.19970703125, + 5567.69970703125, + 5570.7998046875, + 5587.19970703125, + 5547.7998046875, + 5473.39990234375, + 5572.5, + 5525.69970703125, + 5450.0, + 5490.10009765625, + 5574.89990234375, + 5558.60009765625, + 5716.10009765625, + 5770.89990234375, + 5856.2998046875, + 5863.39990234375, + 5883.10009765625, + 5962.0, + 5964.0, + 6038.10009765625, + 6104.69970703125, + 6071.10009765625, + 6065.7998046875, + 6005.60009765625, + 5976.5, + 5990.5, + 5986.39990234375, + 5923.10009765625, + 5963.60009765625, + 5957.5, + 5851.60009765625, + 5823.2998046875, + 5860.2998046875, + 5859.89990234375, + 5927.60009765625, + 5916.19970703125, + 5925.5, + 5899.10009765625, + 5937.0, + 5923.2998046875, + 5939.89990234375, + 5879.2998046875, + 5897.5, + 5978.10009765625, + 5930.7998046875, + 5975.69970703125, + 5929.89990234375, + 5963.7998046875, + 6013.7998046875, + 6018.10009765625, + 6044.0, + 6094.69970703125, + 6036.5, + 6028.39990234375, + 6131.0, + 6103.7998046875, + 6065.10009765625, + 6104.0, + 6187.89990234375, + 6123.5, + 6140.5, + 6129.2998046875, + 6137.5, + 6144.0, + 6130.89990234375, + 6174.60009765625, + 6238.69970703125, + 6213.89990234375, + 6135.5, + 6127.69970703125, + 6144.7998046875, + 6169.2998046875, + 6158.0, + 6232.7998046875, + 6217.2998046875, + 6218.10009765625, + 6066.69970703125, + 6056.69970703125, + 5917.5, + 5840.7998046875, + 5737.2998046875, + 5594.69970703125, + 5528.5, + 5439.69970703125, + 5330.19970703125, + 5268.60009765625, + 5274.19970703125, + 5319.2998046875, + 5350.5, + 5485.19970703125, + 5519.10009765625, + 5538.7998046875, + 5567.10009765625, + 5752.60009765625, + 5829.60009765625, + 5905.69970703125, + 5911.39990234375, + 5974.0, + 6053.5, + 6009.19970703125, + 6071.10009765625, + 6046.69970703125, + 6080.2998046875, + 6153.39990234375, + 6180.89990234375, + 6207.7998046875, + 6111.19970703125, + 6116.60009765625, + 6003.0, + 5934.5, + 5953.10009765625, + 6006.5, + 6038.39990234375, + 5987.10009765625, + 5991.69970703125, + 5910.19970703125, + 5873.10009765625, + 5800.0, + 5781.60009765625, + 5922.69970703125, + 5977.2998046875, + 5952.60009765625, + 6138.69970703125, + 6265.7998046875, + 6255.89990234375, + 6257.0, + 6158.89990234375, + 6180.0, + 6114.10009765625, + 6215.60009765625, + 6231.7998046875, + 6240.19970703125, + 6204.89990234375, + 6185.60009765625, + 6210.69970703125, + 6226.19970703125, + 6206.2998046875, + 6118.19970703125, + 6084.39990234375, + 6091.39990234375, + 6174.10009765625, + 6126.5, + 6200.0, + 6197.60009765625, + 6175.10009765625, + 6205.0, + 6202.7998046875, + 6168.69970703125, + 6156.2998046875, + 6212.69970703125, + 6203.89990234375, + 6267.39990234375, + 6292.10009765625, + 6323.60009765625, + 6356.5, + 6348.19970703125, + 6378.2998046875, + 6327.69970703125, + 6349.69970703125, + 6363.69970703125, + 6426.2998046875, + 6431.19970703125, + 6415.39990234375, + 6425.0, + 6477.60009765625, + 6505.39990234375, + 6489.7998046875, + 6447.89990234375, + 6423.10009765625, + 6471.0, + 6479.5, + 6466.2998046875, + 6451.5, + 6480.2998046875, + 6491.7998046875, + 6554.30029296875, + 6535.99951171875, + 6512.2998046875, + 6429.7998046875, + 6275.5, + 6225.89990234375, + 6230.0, + 6307.7998046875, + 6168.7998046875, + 6110.10009765625, + 6111.89990234375, + 6113.7998046875, + 6022.39990234375, + 6000.39990234375, + 5965.19970703125, + 5947.10009765625, + 5971.19970703125, + 6012.5, + 6073.2998046875, + 6138.60009765625, + 6164.2998046875, + 6207.5, + 6342.89990234375, + 6316.60009765625, + 6325.39990234375, + 6330.7998046875, + 6377.2998046875, + 6366.69970703125, + 6371.19970703125, + 6412.7998046875, + 6448.60009765625, + 6430.69970703125, + 6441.2998046875, + 6422.60009765625, + 6435.19970703125, + 6360.19970703125, + 6207.2998046875, + 6135.2998046875, + 6104.60009765625, + 6086.60009765625, + 5993.89990234375, + 5901.60009765625, + 5907.5, + 5874.10009765625, + 5865.2998046875, + 5914.2998046875, + 5904.2998046875, + 5842.39990234375, + 5886.0, + 5939.39990234375, + 6038.69970703125, + 6060.7998046875, + 6026.7998046875, + 6080.39990234375, + 6112.10009765625, + 6098.60009765625, + 6112.7998046875, + 6104.60009765625, + 5995.7998046875, + 5909.39990234375, + 5967.0, + 5959.69970703125, + 5929.2998046875, + 5975.5, + 5946.39990234375, + 6029.19970703125, + 6041.5, + 6045.89990234375, + 6112.2998046875, + 6191.39990234375, + 6252.5, + 6239.89990234375, + 6349.69970703125, + 6381.39990234375, + 6356.10009765625, + 6369.60009765625, + 6390.60009765625, + 6360.2998046875, + 6366.7998046875, + 6371.2998046875, + 6319.60009765625, + 6315.0, + 6359.69970703125, + 6295.39990234375, + 6270.2998046875, + 6328.5, + 6297.60009765625, + 6351.10009765625, + 6353.10009765625, + 6349.19970703125, + 6318.89990234375, + 6326.10009765625, + 6266.10009765625, + 6244.5, + 6187.5, + 6079.39990234375, + 6021.7998046875, + 6027.89990234375, + 5983.89990234375, + 5916.7998046875, + 5855.39990234375, + 5927.7998046875, + 5906.2998046875, + 5907.60009765625, + 5894.89990234375, + 5927.0, + 5929.39990234375, + 5948.7998046875, + 6081.89990234375, + 6091.69970703125, + 6137.5, + 6131.2998046875, + 6149.60009765625, + 6250.0, + 6175.39990234375, + 6170.89990234375, + 6257.2998046875, + 6259.69970703125, + 6318.5, + 6355.89990234375, + 6333.0, + 6442.5, + 6357.19970703125, + 6395.7998046875, + 6362.19970703125, + 6372.5, + 6373.0, + 6422.69970703125, + 6350.60009765625, + 6403.19970703125, + 6357.0, + 6357.19970703125, + 6346.19970703125, + 6390.60009765625, + 6381.7998046875, + 6383.0, + 6448.60009765625, + 6447.5, + 6350.89990234375, + 6358.39990234375, + 6380.0, + 6360.10009765625, + 6348.7998046875, + 6315.10009765625, + 6286.60009765625, + 6242.10009765625, + 6217.2998046875, + 6183.5, + 6200.69970703125, + 6106.0, + 6070.2998046875, + 6091.2998046875, + 6110.19970703125, + 6084.7998046875, + 6075.0, + 6099.5, + 6059.69970703125, + 6008.69970703125, + 5909.0, + 5833.89990234375, + 5787.2998046875, + 5800.60009765625, + 5721.60009765625, + 5771.69970703125, + 5786.10009765625, + 5794.7998046875, + 5768.0, + 5659.39990234375, + 5694.10009765625, + 5826.89990234375, + 5844.60009765625, + 5866.5, + 5979.7998046875, + 5975.0, + 6019.89990234375, + 6087.60009765625, + 6025.5, + 6008.69970703125, + 5984.69970703125, + 6036.0, + 6079.10009765625, + 6019.2998046875, + 5963.7998046875, + 5936.5, + 5878.2998046875, + 5901.2998046875, + 5918.69970703125, + 5863.0, + 5845.60009765625, + 5952.0, + 6008.19970703125, + 5996.10009765625, + 6046.0, + 5952.89990234375, + 6067.69970703125, + 6144.60009765625, + 6154.19970703125, + 6167.89990234375, + 6261.60009765625, + 6194.39990234375, + 6148.5, + 6131.2998046875, + 6128.0, + 6063.60009765625, + 5956.60009765625, + 5856.60009765625, + 5936.69970703125, + 6042.89990234375, + 6025.5, + 6024.2998046875, + 6083.39990234375, + 6034.5, + 6069.89990234375, + 6044.7998046875, + 6101.39990234375, + 5990.60009765625, + 5987.5, + 6021.89990234375, + 5964.5, + 6031.2998046875, + 5992.19970703125, + 5975.39990234375, + 5823.19970703125, + 5808.19970703125, + 5820.69970703125, + 5870.60009765625, + 5928.89990234375, + 6039.19970703125, + 6036.19970703125, + 6112.69970703125, + 6110.2998046875, + 6097.69970703125, + 6113.0, + 6141.0, + 6128.5, + 6191.69970703125, + 6352.5, + 6391.10009765625, + 6415.7998046875, + 6324.7998046875, + 6286.69970703125, + 6229.60009765625, + 6264.2998046875, + 6196.89990234375, + 6295.5, + 6302.5, + 6354.19970703125, + 6327.19970703125, + 6305.19970703125, + 6263.7998046875, + 6259.10009765625, + 6217.19970703125, + 6211.5, + 6293.69970703125, + 6352.60009765625, + 6356.89990234375, + 6389.89990234375, + 6471.0, + 6443.7998046875, + 6441.2998046875, + 6498.0, + 6450.89990234375, + 6452.69970703125, + 6395.69970703125, + 6490.10009765625, + 6461.2998046875, + 6459.89990234375, + 6414.69970703125, + 6360.2998046875, + 6301.69970703125, + 6233.0, + 6249.5, + 6234.2998046875, + 6199.7998046875, + 6187.69970703125, + 6243.19970703125, + 6086.39990234375, + 5903.69970703125, + 5827.2998046875, + 5766.60009765625, + 5639.39990234375, + 5665.0, + 5697.5, + 5698.5, + 5597.10009765625, + 5578.10009765625, + 5610.2998046875, + 5567.60009765625, + 5575.2998046875, + 5718.39990234375, + 5774.19970703125, + 5768.0, + 5875.89990234375, + 6017.60009765625, + 5978.10009765625, + 6031.10009765625, + 6003.89990234375, + 6045.5, + 6010.10009765625, + 6012.69970703125, + 6065.19970703125, + 6078.89990234375, + 6039.69970703125, + 6088.89990234375, + 6165.19970703125, + 6284.0, + 6283.69970703125, + 6263.2998046875, + 6337.0, + 6312.7998046875, + 6295.69970703125, + 6339.89990234375, + 6396.39990234375, + 6416.2998046875, + 6407.10009765625, + 6412.7998046875, + 6371.89990234375, + 6348.10009765625, + 6294.60009765625, + 6299.19970703125, + 6338.0, + 6273.69970703125, + 6280.60009765625, + 6227.7998046875, + 6284.39990234375, + 6293.39990234375, + 6290.19970703125, + 6280.39990234375, + 6353.10009765625, + 6313.89990234375, + 6380.2998046875, + 6393.5, + 6381.7998046875, + 6334.19970703125, + 6319.60009765625, + 6361.2998046875, + 6393.89990234375, + 6442.5, + 6454.2998046875, + 6466.19970703125, + 6398.69970703125, + 6438.7998046875, + 6503.60009765625, + 6437.60009765625, + 6469.0, + 6451.7998046875, + 6526.5, + 6454.39990234375, + 6465.2998046875, + 6408.39990234375, + 6433.69970703125, + 6400.69970703125, + 6351.5, + 6399.89990234375, + 6479.0, + 6505.5, + 6459.69970703125, + 6558.39990234375, + 6551.10009765625, + 6550.39990234375, + 6547.39990234375, + 6594.99951171875, + 6647.89990234375, + 6687.49951171875, + 6683.99951171875, + 6670.49951171875, + 6731.60009765625, + 6657.99951171875, + 6740.60009765625, + 6681.39990234375, + 6670.39990234375, + 6654.30029296875, + 6624.39990234375, + 6606.69970703125, + 6609.99951171875, + 6639.19970703125, + 6632.60009765625, + 6599.69970703125, + 6587.89990234375, + 6582.30029296875, + 6594.80029296875, + 6570.89990234375, + 6558.19970703125, + 6567.69970703125, + 6557.19970703125, + 6563.30029296875, + 6572.10009765625, + 6696.10009765625, + 6712.39990234375, + 6672.69970703125, + 6745.10009765625, + 6787.19970703125, + 6756.60009765625, + 6671.19970703125, + 6624.19970703125, + 6630.39990234375, + 6641.89990234375, + 6627.60009765625, + 6662.49951171875, + 6575.99951171875, + 6595.30029296875, + 6526.69970703125, + 6529.89990234375, + 6466.39990234375, + 6468.19970703125, + 6429.10009765625, + 6498.19970703125, + 6543.69970703125, + 6521.89990234375, + 6524.5, + 6538.49951171875, + 6510.0, + 6499.60009765625, + 6526.5, + 6520.2998046875 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 0.00010421629849588498, + 0.00014650941011495888, + 0.0003132729616481811, + -0.0002356642798986286, + -6.204529927344993e-05, + -2.827331809385214e-05, + -1.5302308383979835e-05, + -8.036550752876792e-06, + -4.089358753844863e-06, + -1.599333472768194e-06, + 6.305710797960273e-08, + 1.1965584008066799e-06, + 1.9647668523248285e-06, + 2.5174881557177287e-06, + 2.9539421575464075e-06, + 3.2742223083914723e-06, + 3.506187567836605e-06, + 3.6708304378407774e-06, + 3.785620947382995e-06, + 3.862480753014097e-06, + 3.911489329766482e-06, + 3.940392616641475e-06, + 3.954810836148681e-06, + 3.9575411392434034e-06, + 3.951257440348854e-06, + 3.9377105167659465e-06, + 3.917722096957732e-06, + 3.892557288054377e-06, + 3.8641569517494645e-06, + 3.8320781641232315e-06, + 3.7970974062773166e-06, + 3.7602794691338204e-06, + 3.7209542824712116e-06, + 3.680316467580269e-06, + 3.638714360931772e-06, + 3.5972752812085673e-06, + 3.5550656320992857e-06, + 3.512329158184002e-06, + 3.4685467653616797e-06, + 3.4256581784575246e-06, + 3.3833066481747665e-06, + 3.339867362228688e-06, + 3.2974362511595245e-06, + 3.255353249187465e-06, + 3.214409616703051e-06, + 3.17415992867609e-06, + 3.1342653983301716e-06, + 3.0932342269807123e-06, + 3.0532251003023703e-06, + 3.013404693774646e-06, + 2.9749865007033804e-06, + 2.937965746241389e-06, + 2.9012462618993595e-06, + 2.866117483790731e-06, + 2.8323552214715164e-06, + 2.7997002689517103e-06, + 2.767266323644435e-06, + 2.735719363045064e-06, + 2.704767211980652e-06, + 2.674470579222543e-06, + 2.6452030397194903e-06, + 2.6169491320615634e-06, + 2.5896511033352e-06, + 2.5633185032347683e-06, + 2.53730308941158e-06, + 2.5117481072811643e-06, + 2.4865778414095985e-06, + 2.4616415430500638e-06, + 2.4367761852772674e-06, + 2.412433104836964e-06, + 2.3887407678557793e-06, + 2.3653942662349436e-06, + 2.3427548967447365e-06, + 2.3203392629511654e-06, + 2.2985509531281423e-06, + 2.277191924804356e-06, + 2.255873596368474e-06, + 2.2353851818479598e-06, + 2.2154806629259838e-06, + 2.1961125185043784e-06, + 2.17709430216928e-06, + 2.1586956790997647e-06, + 2.141010099876439e-06, + 2.123706281054183e-06, + 2.1068565274617868e-06, + 2.0902505184494657e-06, + 2.074065832857741e-06, + 2.0582799606927438e-06, + 2.0426198261702666e-06, + 2.0273450900276657e-06, + 2.0123311514907982e-06, + 1.9973786038463004e-06, + 1.98251700567198e-06, + 1.967918933587498e-06, + 1.9536498712113826e-06, + 1.9394071841816185e-06, + 1.925366404975648e-06, + 1.9114640963380225e-06, + 1.89787499493832e-06, + 1.8846851617126958e-06, + 1.8716685872277594e-06, + 1.8586301848699804e-06, + 1.8457338910593535e-06, + 1.832888870012539e-06, + 1.8202899809693918e-06, + 1.8077691947837593e-06, + 1.7954686200027936e-06, + 1.7832605863077333e-06, + 1.7712178532747203e-06, + 1.7593325765119516e-06, + 1.7475798586019664e-06, + 1.7360174524583272e-06, + 1.7244533410121221e-06, + 1.7128951412814786e-06, + 1.7014730246955878e-06, + 1.6902504285098985e-06, + 1.6792469068604987e-06, + 1.6684938373145997e-06, + 1.6579700741203851e-06, + 1.647674025662127e-06, + 1.637452214708901e-06, + 1.627480742172338e-06, + 1.6176229564734967e-06, + 1.6078540738817537e-06, + 1.598119752088678e-06, + 1.5885536868154304e-06, + 1.5790809584359522e-06, + 1.569772393850144e-06, + 1.560582973070268e-06, + 1.5515531686105533e-06, + 1.5427178823301801e-06, + 1.5339456922447425e-06, + 1.525153834336379e-06, + 1.5163909665716346e-06, + 1.5077904436111567e-06, + 1.4992732531027286e-06, + 1.4910228856024332e-06, + 1.482979087086278e-06, + 1.4750951322639594e-06, + 1.4673275927634677e-06, + 1.4596962500945665e-06, + 1.4521561979563558e-06, + 1.44478156016703e-06, + 1.437442961105262e-06, + 1.4302087265605223e-06, + 1.423102617081895e-06, + 1.4161040553517523e-06, + 1.4092161109147128e-06, + 1.4024038819115958e-06, + 1.3957156852484331e-06, + 1.3890046375308884e-06, + 1.3823499784848536e-06, + 1.3757547776549472e-06, + 1.3693946812054492e-06, + 1.3631021147375577e-06, + 1.356909706373699e-06, + 1.3508155234376318e-06, + 1.3448927802528488e-06, + 1.3389779951467062e-06, + 1.33312676098285e-06, + 1.327382960880641e-06, + 1.3217089644967928e-06, + 1.3161055676391697e-06, + 1.3106746337143704e-06, + 1.3053189604761428e-06, + 1.3000073977309512e-06, + 1.2945820344612002e-06, + 1.2891921414848184e-06, + 1.2838358998124022e-06, + 1.2785403669113293e-06, + 1.2732618870359147e-06, + 1.2680401368925232e-06, + 1.2628407830561628e-06, + 1.2577525012602564e-06, + 1.2527223134384258e-06, + 1.2477886457418208e-06, + 1.2429458138285554e-06, + 1.2381897249724716e-06, + 1.2335476640146226e-06, + 1.2290192898944952e-06, + 1.2245775451447116e-06, + 1.2202082189105568e-06, + 1.2158320714661386e-06, + 1.2114816172470455e-06, + 1.2071553783243871e-06, + 1.2028601759084268e-06, + 1.1985628134425497e-06, + 1.1942209994231234e-06, + 1.189889871966443e-06, + 1.1855642014779733e-06, + 1.1811981721621123e-06, + 1.176834757643519e-06, + 1.172511247204966e-06, + 1.168217067970545e-06, + 1.1639006061159307e-06, + 1.1596260947044357e-06, + 1.1553506737982389e-06, + 1.1511273214637185e-06, + 1.1470081062725512e-06, + 1.1429139021856827e-06, + 1.138917355092417e-06, + 1.1349220585543662e-06, + 1.1309501815048861e-06, + 1.1270062714174856e-06, + 1.123065999308892e-06, + 1.1192086049049976e-06, + 1.1153460945934057e-06, + 1.1115250799775822e-06, + 1.1077576118623256e-06, + 1.1040037861675955e-06, + 1.1002811106664012e-06, + 1.0965300134557765e-06, + 1.0927873290711432e-06, + 1.0890505564020714e-06, + 1.0852888863155385e-06, + 1.0815901987371035e-06, + 1.0778862815641332e-06, + 1.074232159226085e-06, + 1.0706062312237918e-06, + 1.0669780294847442e-06, + 1.0634350928739877e-06, + 1.059879195963731e-06, + 1.0563848036326817e-06, + 1.0528926850383868e-06, + 1.0493939726075041e-06, + 1.045928911480587e-06, + 1.0425493428556365e-06, + 1.0391438536316855e-06, + 1.0357391602155985e-06, + 1.0323853985028109e-06, + 1.029060285873129e-06, + 1.0258097518089926e-06, + 1.0225598998658825e-06, + 1.0193125490332022e-06, + 1.0160487136090524e-06, + 1.012832058222557e-06, + 1.009655647976615e-06, + 1.006524144031573e-06, + 1.0034714250650723e-06, + 1.0004297337218304e-06, + 9.973947499020142e-07, + 9.943892109731678e-07, + 9.914235761243617e-07, + 9.88433725979121e-07, + 9.854762765826308e-07, + 9.825141660257941e-07, + 9.795388677957817e-07, + 9.766047242010245e-07, + 9.73661713032925e-07, + 9.706820947030792e-07, + 9.677190746515407e-07, + 9.647836805015686e-07, + 9.618177045922494e-07, + 9.588287639417103e-07, + 9.558565352563164e-07, + 9.529194926471973e-07, + 9.499604516349791e-07, + 9.470683721701789e-07, + 9.442061923436995e-07, + 9.413314501216519e-07, + 9.384672239320935e-07, + 9.355716770187428e-07, + 9.327116572421801e-07, + 9.298831287196663e-07, + 9.270610803469026e-07, + 9.242621672456153e-07, + 9.214785450240015e-07, + 9.187200475935242e-07, + 9.160190757029341e-07, + 9.133242429015809e-07, + 9.106445304496447e-07, + 9.079606684281316e-07, + 9.052985774360423e-07, + 9.026663292388548e-07, + 9.000567615657928e-07, + 8.974787419901986e-07, + 8.949328389462607e-07, + 8.923971677177178e-07, + 8.898858823158662e-07, + 8.874008017301094e-07, + 8.849436881064321e-07, + 8.825317650007491e-07, + 8.801167723504477e-07, + 8.7773253198975e-07, + 8.753763154345506e-07, + 8.730293075132067e-07, + 8.706902576705033e-07, + 8.683812211529585e-07, + 8.66098162077833e-07, + 8.638402846372628e-07, + 8.615912179266161e-07, + 8.593613642915443e-07, + 8.571593070882955e-07, + 8.549878316443937e-07, + 8.528466537427448e-07, + 8.506864901391964e-07, + 8.485312719130889e-07, + 8.464162988275348e-07, + 8.443262231594417e-07, + 8.422624659942812e-07, + 8.40208826957678e-07, + 8.381496172660263e-07, + 8.361365644304897e-07, + 8.341266948264092e-07, + 8.32124896987807e-07, + 8.301669254251465e-07, + 8.282079875243653e-07, + 8.262533697234176e-07, + 8.243040383604239e-07, + 8.224022280955978e-07, + 8.204917207876861e-07, + 8.185665478777082e-07, + 8.166693419298099e-07, + 8.147920880219317e-07, + 8.129211437335471e-07, + 8.110689009299676e-07, + 8.092048346952652e-07, + 8.073478170445014e-07, + 8.055181979216286e-07, + 8.036914778131177e-07, + 8.018588459890452e-07, + 8.000372986316506e-07, + 7.982317242749559e-07, + 7.964332553456188e-07, + 7.946485993670649e-07, + 7.928921945676848e-07, + 7.911223178780347e-07, + 7.893642077760887e-07, + 7.876267886786081e-07, + 7.859282504796283e-07, + 7.842402283131378e-07, + 7.825308330211556e-07, + 7.808156965438684e-07, + 7.791480811647489e-07, + 7.774717687425436e-07, + 7.758127367196721e-07, + 7.741497256574803e-07, + 7.724848387624661e-07, + 7.708140401518904e-07, + 7.691427299505449e-07, + 7.67447488669859e-07, + 7.657644118808093e-07, + 7.640696253474744e-07, + 7.623476676599239e-07, + 7.606415124428167e-07, + 7.589534902763262e-07, + 7.572761546725815e-07, + 7.55570965793595e-07, + 7.538768613812863e-07, + 7.521987299696775e-07, + 7.505270218644e-07, + 7.48870206734864e-07, + 7.472351057913329e-07, + 7.456258117599646e-07, + 7.440341960318619e-07, + 7.424505952258187e-07, + 7.409037721117784e-07, + 7.39380254799471e-07, + 7.378521900136548e-07, + 7.363158260886848e-07, + 7.347886139541515e-07, + 7.332753853006579e-07, + 7.317760832847853e-07, + 7.302621156668465e-07, + 7.287437711056555e-07, + 7.272292350535281e-07, + 7.257110041791748e-07, + 7.242123274409096e-07, + 7.227126275211049e-07, + 7.212100854303571e-07, + 7.196967999334447e-07, + 7.181725436566921e-07, + 7.166661930568807e-07, + 7.151778049774293e-07, + 7.136878252822498e-07, + 7.121925591491163e-07, + 7.107074111445399e-07, + 7.092160672073078e-07, + 7.077484838191594e-07, + 7.063019324959896e-07, + 7.048806764942128e-07, + 7.034482223389205e-07, + 7.020205430308124e-07, + 7.00593830060825e-07, + 6.991782584009343e-07, + 6.977768407523399e-07, + 6.963653049751883e-07, + 6.94963887326594e-07, + 6.935786700523749e-07, + 6.922017519173096e-07, + 6.908547902639839e-07, + 6.895061801515112e-07, + 6.881582521600649e-07, + 6.867923616482585e-07, + 6.85439999870141e-07, + 6.840920150352758e-07, + 6.827539209552924e-07, + 6.814256039433531e-07, + 6.800969458709005e-07, + 6.787806228203408e-07, + 6.774660619157657e-07, + 6.761522968190548e-07, + 6.748640544174123e-07, + 6.735835995641537e-07, + 6.723119554408186e-07, + 6.710472462145844e-07, + 6.698152787976142e-07, + 6.686024676128e-07, + 6.67413644350745e-07, + 6.662532427981205e-07, + 6.651100079579919e-07, + 6.639706953137647e-07, + 6.628325763813336e-07, + 6.617070766878896e-07, + 6.606009606002772e-07, + 6.59479212572478e-07, + 6.58371277495462e-07, + 6.572827260242775e-07, + 6.561904228874482e-07, + 6.550855005116318e-07, + 6.539882519973617e-07, + 6.528643439196458e-07, + 6.517341830658552e-07, + 6.505920850941038e-07, + 6.494533408840653e-07, + 6.483155630121473e-07, + 6.471672691077401e-07, + 6.46023465833423e-07, + 6.448703970818315e-07, + 6.437095976252749e-07, + 6.425601668524905e-07, + 6.414165909518488e-07, + 6.402891585821635e-07, + 6.391718443410355e-07, + 6.380566333064053e-07, + 6.369467087097291e-07, + 6.35853098174266e-07, + 6.347565886244411e-07, + 6.336655928862456e-07, + 6.325983576971339e-07, + 6.315404448287154e-07, + 6.30480030849867e-07, + 6.294238801274332e-07, + 6.283597713263589e-07, + 6.273019721447781e-07, + 6.262467309170461e-07, + 6.252004141060752e-07, + 6.241515393412556e-07, + 6.231092015696049e-07, + 6.220680575097504e-07, + 6.210415790519619e-07, + 6.200159532454563e-07, + 6.18980436684069e-07, + 6.179571414577367e-07, + 6.169301514091785e-07, + 6.159149847917433e-07, + 6.148980560283235e-07, + 6.138766366348136e-07, + 6.128585141595977e-07, + 6.118400506238686e-07, + 6.108170396146306e-07, + 6.098078983995947e-07, + 6.08803986779094e-07, + 6.077870580156741e-07, + 6.067786557650834e-07, + 6.057806558601442e-07, + 6.047801548447751e-07, + 6.03769876761362e-07, + 6.027740937497583e-07, + 6.017795044499508e-07, + 6.007905994920293e-07, + 5.998042524879565e-07, + 5.988207476548268e-07, + 5.978430976938398e-07, + 5.968624350316531e-07, + 5.958754059065541e-07, + 5.948961643298389e-07, + 5.939331231274991e-07, + 5.929749704591813e-07, + 5.920178409724031e-07, + 5.910605977987871e-07, + 5.901087547499628e-07, + 5.891491809961735e-07, + 5.881956326447835e-07, + 5.872456654287816e-07, + 5.863223577762255e-07, + 5.854039386576915e-07, + 5.845099053658487e-07, + 5.836305945194908e-07, + 5.827699283145193e-07, + 5.819334774059826e-07, + 5.81109588893014e-07, + 5.803016165373265e-07, + 5.795123456664442e-07, + 5.787346140095906e-07, + 5.779584171250463e-07, + 5.771779569840874e-07, + 5.763953936366306e-07, + 5.755955498898402e-07, + 5.747934324062953e-07, + 5.739910307056562e-07, + 5.731870942327078e-07, + 5.723591129935812e-07, + 5.715228894587199e-07, + 5.70678707845218e-07, + 5.698365725947951e-07, + 5.689884687853919e-07, + 5.681321795236727e-07, + 5.672851557392278e-07, + 5.664323907694779e-07, + 5.655861059494782e-07, + 5.647381158269127e-07, + 5.638830202769896e-07, + 5.630271289192024e-07, + 5.621706691272266e-07, + 5.613305233964638e-07, + 5.604926514024555e-07, + 5.596731966761581e-07, + 5.588658495980781e-07, + 5.580587298936734e-07, + 5.572471764025977e-07, + 5.564340312957938e-07, + 5.556306064136152e-07, + 5.548292847379344e-07, + 5.540415486393613e-07, + 5.532613158720778e-07, + 5.524933612832683e-07, + 5.51730238385062e-07, + 5.509510856427369e-07, + 5.50167328583484e-07, + 5.493894263963739e-07, + 5.485899237100966e-07, + 5.477767217598739e-07, + 5.469676125358092e-07, + 5.461611749524309e-07, + 5.453701987789827e-07, + 5.445792226055346e-07, + 5.437993877421832e-07, + 5.430093210634368e-07, + 5.422199365057168e-07, + 5.414321435637248e-07, + 5.406515128925093e-07, + 5.398759981289913e-07, + 5.390999149312847e-07, + 5.383246275414422e-07, + 5.375543992158782e-07, + 5.367976996240031e-07, + 5.360475938687159e-07, + 5.352991365725757e-07, + 5.345430622583081e-07, + 5.337952870831941e-07, + 5.330410886017489e-07, + 5.322896754478279e-07, + 5.315434350450232e-07, + 5.307961146172602e-07, + 5.300515795170213e-07, + 5.293135245665326e-07, + 5.285793918119452e-07, + 5.278409389575245e-07, + 5.271060103950731e-07, + 5.263659659249242e-07, + 5.256255235508434e-07, + 5.248838874649664e-07, + 5.241408871370368e-07, + 5.234012974142388e-07, + 5.22660798196739e-07, + 5.219285412749741e-07, + 5.211962275097903e-07, + 5.204647095524706e-07, + 5.197285304348043e-07, + 5.189942271499604e-07, + 5.18264187121531e-07, + 5.175355681785732e-07, + 5.16803424943646e-07, + 5.160705995876924e-07, + 5.153420374881534e-07, + 5.146205808159721e-07, + 5.13904296894907e-07, + 5.131851139594801e-07, + 5.124673521095247e-07, + 5.117534556120518e-07, + 5.110435381538991e-07, + 5.103328248878825e-07, + 5.096231916468241e-07, + 5.089091814625135e-07, + 5.081994345346175e-07, + 5.074946898275812e-07, + 5.068011432740605e-07, + 5.061264118921827e-07, + 5.054590701547568e-07, + 5.047933768764779e-07, + 5.041214876655431e-07, + 5.0346648095001e-07, + 5.028196596867929e-07, + 5.021745437261416e-07, + 5.015311899114749e-07, + 5.008993753108371e-07, + 5.002716534363572e-07, + 4.996494453735068e-07, + 4.990309889763012e-07, + 4.984117367712315e-07, + 4.977900402991509e-07, + 4.971639100403991e-07, + 4.965328912476252e-07, + 4.959011334904062e-07, + 4.952668746227573e-07, + 4.946207354805665e-07, + 4.939792574987223e-07, + 4.933388595418364e-07, + 4.926998826704221e-07, + 4.920581773149024e-07, + 4.914195415040012e-07, + 4.907823836219904e-07, + 4.901430656900629e-07, + 4.895021561424073e-07, + 4.888649982603965e-07, + 4.882287498730875e-07, + 4.875963099948422e-07, + 4.86964609081042e-07, + 4.863421736445162e-07, + 4.857364501731354e-07, + 4.85139537431678e-07, + 4.845472858505673e-07, + 4.83958501718007e-07, + 4.833802904613549e-07, + 4.828125383937731e-07, + 4.82245752664312e-07, + 4.816837417820352e-07, + 4.811240614799317e-07, + 4.805612547897908e-07, + 4.80000892366661e-07, + 4.794478627445642e-07, + 4.788921614817809e-07, + 4.783329927704472e-07, + 4.777659796673106e-07, + 4.771985118168232e-07, + 4.7663576197010116e-07, + 4.760695730965381e-07, + 4.7550201998092234e-07, + 4.7493730903624964e-07, + 4.743728254652524e-07, + 4.7381070089613786e-07, + 4.732600586976332e-07, + 4.7271882408495003e-07, + 4.7217375254149374e-07, + 4.7163081262624473e-07, + 4.710920791239914e-07, + 4.705506171376328e-07, + 4.7001316261230386e-07, + 4.694697111062851e-07, + 4.689266006607795e-07, + 4.683845702402323e-07, + 4.6783804918959504e-07, + 4.6728598590561887e-07, + 4.667300004257413e-07, + 4.661766865865502e-07, + 4.65615244138462e-07, + 4.650525795568683e-07, + 4.644937803277571e-07, + 4.63935379002578e-07, + 4.6337672188201395e-07, + 4.6282227117444563e-07, + 4.622688152267074e-07, + 4.6171652456905576e-07, + 4.611702593138034e-07, + 4.6062589831308287e-07, + 4.6007920673218905e-07, + 4.5953953531352454e-07, + 4.5900353029537655e-07, + 4.584640294069686e-07, + 4.5792862124471867e-07, + 4.5739014353785024e-07, + 4.5685303007303446e-07, + 4.5631767875420337e-07, + 4.557863633181114e-07, + 4.5525590053330234e-07, + 4.547319178982434e-07, + 4.542111184946407e-07, + 4.5369645818027493e-07, + 4.53192086524723e-07, + 4.5269379711498914e-07, + 4.521962466697005e-07, + 4.5170358475843386e-07, + 4.512176872140117e-07, + 4.5073801402395475e-07, + 4.5025359440842294e-07, + 4.4977210222896247e-07, + 4.492917469178792e-07, + 4.488135800784221e-07, + 4.48333963731784e-07, + 4.47855342144976e-07, + 4.4737637949765485e-07, + 4.4688786715596507e-07, + 4.463998379833356e-07, + 4.4590939296540455e-07, + 4.4542068167174875e-07, + 4.4493179984783637e-07, + 4.444362105004984e-07, + 4.439477550022275e-07, + 4.434608911196847e-07, + 4.4296851342551236e-07, + 4.424772157562984e-07, + 4.419826211687905e-07, + 4.414864065438451e-07, + 4.4099328988522757e-07, + 4.4049295411241474e-07, + 4.4000051957482356e-07, + 4.395064365780854e-07, + 4.390162189338298e-07, + 4.3852651288034394e-07, + 4.38038057382073e-07, + 4.3754704392995336e-07, + 4.37062851688097e-07, + 4.3657587411871646e-07, + 4.360937282399391e-07, + 4.356128044946672e-07, + 4.351338986907649e-07, + 4.346529465237836e-07, + 4.341738701896247e-07, + 4.336959591455525e-07, + 4.332143817009637e-07, + 4.327341684984276e-07, + 4.3226231127846404e-07, + 4.317911361795268e-07, + 4.3131959159836697e-07, + 4.308507186578936e-07, + 4.303838636587898e-07, + 4.299206750602025e-07, + 4.294606981147808e-07, + 4.290051265343209e-07, + 4.2855248238993227e-07, + 4.281034193809319e-07, + 4.276541858416749e-07, + 4.2721288195934903e-07, + 4.2677521605583024e-07, + 4.2633706698325113e-07, + 4.2589857685015886e-07, + 4.254629857314285e-07, + 4.2502912833697337e-07, + 4.2459453197807306e-07, + 4.2416377254994586e-07, + 4.237376458604558e-07, + 4.2331953409302514e-07, + 4.2290767510166916e-07, + 4.2250002252330887e-07, + 4.2209234152323916e-07, + 4.2169111225121014e-07, + 4.2128718291678524e-07, + 4.208831967389415e-07, + 4.204794663564826e-07, + 4.200784360364196e-07, + 4.196858469640574e-07, + 4.1929166627596715e-07, + 4.1888915802701376e-07, + 4.1848633713925665e-07, + 4.1808289097389206e-07, + 4.176725667548453e-07, + 4.1726352151272295e-07, + 4.1685231622068386e-07, + 4.164374161064188e-07, + 4.1602771716497955e-07, + 4.156200930083287e-07, + 4.1521499838381715e-07, + 4.1480734580545686e-07, + 4.143977321291459e-07, + 4.139930069868569e-07, + 4.1359291458320513e-07, + 4.131955790853681e-07, + 4.128029900130059e-07, + 4.12409690397908e-07, + 4.120161349874252e-07, + 4.1162715547216067e-07, + 4.1124013705484685e-07, + 4.108468942831678e-07, + 4.1045086618396454e-07, + 4.1005648654390825e-07, + 4.096597194802598e-07, + 4.092699157354218e-07, + 4.0887348973228654e-07, + 4.0847294258128386e-07, + 4.080727080690849e-07, + 4.0767244513517653e-07, + 4.072670662935707e-07, + 4.068668886247906e-07, + 4.064706331519119e-07, + 4.060763387769839e-07, + 4.056831812704331e-07, + 4.0529499756303267e-07, + 4.0491451613888785e-07, + 4.045412254072289e-07, + 4.041636145757366e-07, + 4.0378006360697327e-07, + 4.0339847373616067e-07, + 4.030177649383404e-07, + 4.0263415712615824e-07, + 4.022544715098775e-07, + 4.018733932298346e-07, + 4.014947023733839e-07, + 4.011133114545373e-07, + 4.0073967966236523e-07, + 4.003670426300232e-07, + 3.999930413556285e-07, + 3.996234170244861e-07, + 3.992504105099215e-07, + 3.9888067249194137e-07, + 3.9851272504165536e-07, + 3.98154924141636e-07, + 3.977987717007636e-07, + 3.9744256241647236e-07, + 3.970840225520078e-07, + 3.9672266893830965e-07, + 3.9635537518734054e-07, + 3.959890761962015e-07, + 3.9561894027428934e-07, + 3.9524968542536953e-07, + 3.9488202219217783e-07, + 3.9451421685043897e-07, + 3.9414550201399834e-07, + 3.937783503715764e-07, + 3.9340821444966423e-07, + 3.930292962195381e-07, + 3.92648928482231e-07, + 3.9226796388902585e-07, + 3.9189322365018597e-07, + 3.9152160979938344e-07, + 3.911541739398672e-07, + 3.907854306817171e-07, + 3.904214906924608e-07, + 3.9005257690405415e-07, + 3.8968406101957953e-07, + 3.8931335666347877e-07, + 3.8894503973097017e-07, + 3.8857879758325e-07, + 3.88215738666986e-07, + 3.8785375977568037e-07, + 3.8749496411583095e-07, + 3.871372484809399e-07, + 3.8677561065014743e-07, + 3.864113864437968e-07, + 3.860476738282159e-07, + 3.856828811876767e-07, + 3.853142800380738e-07, + 3.849480378903536e-07, + 3.8458276208075404e-07, + 3.8421509884756233e-07, + 3.8385090306292113e-07, + 3.834874178210157e-07, + 3.8312794004013995e-07, + 3.8276394320746476e-07, + 3.8240236222009116e-07, + 3.820416338840005e-07, + 3.816842593096226e-07, + 3.813306648225989e-07, + 3.809811062183144e-07, + 3.8063603824411985e-07, + 3.8029079973966873e-07, + 3.799471244292363e-07, + 3.79606035494362e-07, + 3.7926636764495925e-07, + 3.789243692153832e-07, + 3.78591607841372e-07, + 3.782695330301067e-07, + 3.779521762226068e-07, + 3.776387416110083e-07, + 3.7733278190899e-07, + 3.770259695556888e-07, + 3.7671799191230093e-07, + 3.764105258596828e-07, + 3.761091136311734e-07, + 3.758092361749732e-07, + 3.755081365852675e-07, + 3.7520990758821426e-07, + 3.749117638562893e-07, + 3.746065431187162e-07, + 3.742989065358415e-07, + 3.739921794476686e-07, + 3.7368027960837935e-07, + 3.7336153013711737e-07, + 3.7304545230654185e-07, + 3.727272144260496e-07, + 3.7241099448692694e-07, + 3.720932113537856e-07, + 3.717779293310741e-07, + 3.7146310205571353e-07, + 3.711461715738551e-07, + 3.7082912740515894e-07, + 3.7051475487714924e-07, + 3.701983928294794e-07, + 3.698787622852251e-07, + 3.6955358950763184e-07, + 3.692290988510649e-07, + 3.689063134970638e-07, + 3.685804017550254e-07, + 3.6825636584580934e-07, + 3.679339215523214e-07, + 3.676098287996865e-07, + 3.6728351915371604e-07, + 3.669568684472324e-07, + 3.6663141145254485e-07, + 3.6630629551837046e-07, + 3.659839080683014e-07, + 3.656633964510547e-07, + 3.6534623859552084e-07, + 3.65029478643919e-07, + 3.6471141129368334e-07, + 3.643972092959302e-07, + 3.64083263093562e-07, + 3.637725569660688e-07, + 3.634596623669495e-07, + 3.6314693829808675e-07, + 3.628350384587975e-07, + 3.6252419022275717e-07, + 3.622104145506455e-07, + 3.6189916841067316e-07, + 3.615852790517238e-07, + 3.612713896927744e-07, + 3.609586940456211e-07, + 3.6064895425624854e-07, + 3.6034055028721923e-07, + 3.6003069681100897e-07, + 3.5971987699667807e-07, + 3.5940735187978134e-07, + 3.590948836063035e-07, + 3.587824721762445e-07, + 3.5847395452037745e-07, + 3.581641010441672e-07, + 3.5785177487923647e-07, + 3.5754325722336944e-07, + 3.5723383007280063e-07, + 3.5692582400770334e-07, + 3.5661491892824415e-07, + 3.563080497315241e-07, + 3.560012657999323e-07, + 3.5569777878663444e-07, + 3.553937517608574e-07, + 3.5509185636328766e-07, + 3.547928599800798e-07, + 3.5449215829430614e-07, + 3.5418835864220455e-07, + 3.538839337124955e-07, + 3.5358223726689175e-07, + 3.5327656178196776e-07, + 3.5297182421345497e-07, + 3.5266774034425907e-07, + 3.5236439543950837e-07, + 3.52059487340739e-07, + 3.5175273183085665e-07, + 3.514447826091782e-07, + 3.5113762919536384e-07, + 3.508317263367644e-07, + 3.5052366342824826e-07, + 3.5021957955905236e-07, + 3.499123693018191e-07, + 3.496084559628798e-07, + 3.493056510706083e-07, + 3.4900418199868e-07, + 3.487046740247024e-07, + 3.484065871361963e-07, + 3.4810895499504113e-07, + 3.4781058388944075e-07, + 3.4751312227854214e-07, + 3.472177070307225e-07, + 3.469234002295707e-07, + 3.4662991765799234e-07, + 3.463364635081234e-07, + 3.4604462939569203e-07, + 3.457539605733473e-07, + 3.454634622812591e-07, + 3.4517398717071046e-07, + 3.4488476785554667e-07, + 3.445957474923489e-07, + 3.443018385951291e-07, + 3.4400781601107155e-07, + 3.437161240071873e-07, + 3.434218456277449e-07, + 3.431263166930876e-07, + 3.428327204346715e-07, + 3.425434158543794e-07, + 3.422566976496455e-07, + 3.419702920837153e-07, + 3.4168391493949457e-07, + 3.4139875992877933e-07, + 3.41112610158234e-07, + 3.408307520658127e-07, + 3.4054858133458765e-07, + 3.4026990647362254e-07, + 3.3999160109488e-07, + 3.39716564212722e-07, + 3.3944195365620544e-07, + 3.391695031496056e-07, + 3.3889463679770415e-07, + 3.386183777820406e-07, + 3.383435398518486e-07, + 3.3806912824729807e-07, + 3.377946313776192e-07, + 3.375218398105062e-07, + 3.372500145815138e-07, + 3.3697756407491397e-07, + 3.367058525327593e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.008178498595952988, + 0.011726456694304943, + 0.025562942028045654, + -0.01984761655330658, + -0.0054498091340065, + -0.002631933894008398, + -0.0015397422248497605, + -0.0009162810165435076, + -0.0005732817808166146, + -0.00035358508466742933, + -0.0002042313280981034, + -0.00010019108594860882, + -2.7876409149030223e-05, + 2.572277662693523e-05, + 6.956310971872881e-05, + 0.0001031334322760813, + 0.00012916972627863288, + 0.00014889572048559785, + 0.0001638596731936559, + 0.00017507925804238766, + 0.00018347325385548174, + 0.00018980215827468783, + 0.00019472732674330473, + 0.00019843768677674234, + 0.00020123446302022785, + 0.00020327647507656366, + 0.00020472280448302627, + 0.0002056291705230251, + 0.00020605637109838426, + 0.0002061014383798465, + 0.00020581544958986342, + 0.00020525288709904999, + 0.00020443671382963657, + 0.00020346695964690298, + 0.00020231942471582443, + 0.00020104844588786364, + 0.00019964409875683486, + 0.00019812733808066696, + 0.00019648944726213813, + 0.00019481312483549118, + 0.00019309531489852816, + 0.00019130580767523497, + 0.0001895054883789271, + 0.00018767331494018435, + 0.0001858498144429177, + 0.00018402068235445768, + 0.00018217472825199366, + 0.00018024515884462744, + 0.00017833583115134388, + 0.00017640998703427613, + 0.00017454632325097919, + 0.00017272887635044754, + 0.00017090635083150119, + 0.00016914508887566626, + 0.00016743646119721234, + 0.00016576953930780292, + 0.0001641005655983463, + 0.0001624651049496606, + 0.00016085982497315854, + 0.0001592775952303782, + 0.0001577391813043505, + 0.00015624496154487133, + 0.00015479300054721534, + 0.00015338485536631197, + 0.00015198663459159434, + 0.0001506065746070817, + 0.00014924116840120405, + 0.00014788929547648877, + 0.00014653545804321766, + 0.00014520464173983783, + 0.00014390436990652233, + 0.00014261837350204587, + 0.00014136693789623678, + 0.00014012370957061648, + 0.00013891144772060215, + 0.00013772417150903493, + 0.00013653549831360579, + 0.00013538972416426986, + 0.00013427346129901707, + 0.00013318432320374995, + 0.00013211210898589343, + 0.00013107224367558956, + 0.00013007030065637082, + 0.00012908774078823626, + 0.00012813198554795235, + 0.00012718794459942728, + 0.00012626589159481227, + 0.00012536469148471951, + 0.0001244689046870917, + 0.0001235934760188684, + 0.00012273143511265516, + 0.000121871373266913, + 0.0001210174523293972, + 0.00012017719564028084, + 0.00011935450311284512, + 0.00011853199976030737, + 0.00011771986464736983, + 0.00011691451800288633, + 0.00011612616071943194, + 0.00011535987869137898, + 0.00011460261157481, + 0.00011384486424503848, + 0.00011309433466522023, + 0.00011234580597374588, + 0.00011161068687215447, + 0.00011087919119745493, + 0.00011015970085281879, + 0.00010944478708552197, + 0.00010873874271055683, + 0.00010804261546581984, + 0.00010735346586443484, + 0.00010667472088243812, + 0.00010599514644127339, + 0.00010531520820222795, + 0.00010464258230058476, + 0.00010398105951026082, + 0.000103331811260432, + 0.00010269674385199323, + 0.0001020758063532412, + 0.00010146771819563583, + 0.00010086347174365073, + 0.00010027347889263183, + 9.968970698537305e-05, + 9.911070810630918e-05, + 9.853328083408996e-05, + 9.796536323847249e-05, + 9.740255336510018e-05, + 9.68499734881334e-05, + 9.630403656046838e-05, + 9.576716547599062e-05, + 9.524145571049303e-05, + 9.47191147133708e-05, + 9.419522393727675e-05, + 9.367268648929894e-05, + 9.315947681898251e-05, + 9.265166590921581e-05, + 9.215941827278584e-05, + 9.167916141450405e-05, + 9.120814502239227e-05, + 9.074377157958224e-05, + 9.028724889503792e-05, + 8.983590669231489e-05, + 8.939419785747305e-05, + 8.89543880475685e-05, + 8.852116297930479e-05, + 8.809535938780755e-05, + 8.767574763623998e-05, + 8.726253145141527e-05, + 8.685362990945578e-05, + 8.645194611744955e-05, + 8.604867616668344e-05, + 8.56485785334371e-05, + 8.525235170964152e-05, + 8.487003651680425e-05, + 8.449159213341773e-05, + 8.411897579208016e-05, + 8.375207835342735e-05, + 8.339533815160394e-05, + 8.303890354000032e-05, + 8.268612145911902e-05, + 8.233966218540445e-05, + 8.199764852179214e-05, + 8.165972394635901e-05, + 8.133205847116187e-05, + 8.100878039840609e-05, + 8.068803435890004e-05, + 8.036025974433869e-05, + 8.003449329407886e-05, + 7.971062586875632e-05, + 7.939062925288454e-05, + 7.907153485575691e-05, + 7.875574374338612e-05, + 7.84411677159369e-05, + 7.813319098204374e-05, + 7.782861939631402e-05, + 7.752976671326905e-05, + 7.723629823885858e-05, + 7.694798841839656e-05, + 7.666675810469314e-05, + 7.639230898348615e-05, + 7.61230185162276e-05, + 7.585802086396143e-05, + 7.559250661870465e-05, + 7.532846939284354e-05, + 7.506580004701391e-05, + 7.480493513867259e-05, + 7.45440847822465e-05, + 7.428044773405418e-05, + 7.401737093459815e-05, + 7.375453424174339e-05, + 7.348915823968127e-05, + 7.322386227315292e-05, + 7.29608946130611e-05, + 7.269964407896623e-05, + 7.243695290526375e-05, + 7.217696111183614e-05, + 7.191682379925624e-05, + 7.165977876866236e-05, + 7.14089983375743e-05, + 7.115966582205147e-05, + 7.091620500432327e-05, + 7.067275873851031e-05, + 7.043065852485597e-05, + 7.019039912847802e-05, + 6.995028525125235e-05, + 6.97151554049924e-05, + 6.947965448489413e-05, + 6.924661283846945e-05, + 6.9016772613395e-05, + 6.878770363982767e-05, + 6.856048275949433e-05, + 6.83314647176303e-05, + 6.810307240812108e-05, + 6.787497841287404e-05, + 6.764531281078234e-05, + 6.741943070665002e-05, + 6.719316297676414e-05, + 6.69698856654577e-05, + 6.674828182440251e-05, + 6.652648880844936e-05, + 6.631000724155456e-05, + 6.609268166357651e-05, + 6.587905954802409e-05, + 6.566553201992065e-05, + 6.545154610648751e-05, + 6.523957563331351e-05, + 6.503277836600319e-05, + 6.482434400822967e-05, + 6.461592420237139e-05, + 6.441071309382096e-05, + 6.420720455935225e-05, + 6.400822167051956e-05, + 6.380923150572926e-05, + 6.361035775626078e-05, + 6.341042899293825e-05, + 6.321334512904286e-05, + 6.3018684159033e-05, + 6.282686081249267e-05, + 6.263982504606247e-05, + 6.245341501198709e-05, + 6.226739060366526e-05, + 6.208311970112845e-05, + 6.190126441651955e-05, + 6.17178957327269e-05, + 6.153646972961724e-05, + 6.135473086033016e-05, + 6.117225711932406e-05, + 6.0992268117843196e-05, + 6.0811700677732006e-05, + 6.0628844948951155e-05, + 6.044698602636345e-05, + 6.0266782384132966e-05, + 6.0084676078986377e-05, + 5.990111458231695e-05, + 5.971854625386186e-05, + 5.953821528237313e-05, + 5.93564982409589e-05, + 5.9178863011766225e-05, + 5.900302858208306e-05, + 5.8826397435041144e-05, + 5.8650381106417626e-05, + 5.847240026923828e-05, + 5.8296576753491536e-05, + 5.81227577640675e-05, + 5.7949302572524175e-05, + 5.777723708888516e-05, + 5.7606092013884336e-05, + 5.7436456700088456e-05, + 5.727033203584142e-05, + 5.7104556617559865e-05, + 5.6939687056001276e-05, + 5.677453737007454e-05, + 5.661078103003092e-05, + 5.6448836403433233e-05, + 5.6288266932824627e-05, + 5.612960740108974e-05, + 5.5972905101953074e-05, + 5.5816803069319576e-05, + 5.566217805608176e-05, + 5.550914283958264e-05, + 5.535787931876257e-05, + 5.52093842998147e-05, + 5.5060671002138406e-05, + 5.491383126354776e-05, + 5.4768697737017646e-05, + 5.4624106269329786e-05, + 5.447998773888685e-05, + 5.433769183582626e-05, + 5.419698572950438e-05, + 5.4057876695878804e-05, + 5.391928061726503e-05, + 5.378185596782714e-05, + 5.364612297853455e-05, + 5.3512256272369996e-05, + 5.338024129741825e-05, + 5.3247029427438974e-05, + 5.311411223374307e-05, + 5.298370888340287e-05, + 5.2854833484161645e-05, + 5.272756243357435e-05, + 5.260089164949022e-05, + 5.2473860705504194e-05, + 5.234966374700889e-05, + 5.2225645049475133e-05, + 5.210210656514391e-05, + 5.198126018512994e-05, + 5.1860391977243125e-05, + 5.173977115191519e-05, + 5.161946319276467e-05, + 5.150207653059624e-05, + 5.1384136895649135e-05, + 5.126527321408503e-05, + 5.114812302053906e-05, + 5.103219154989347e-05, + 5.091667844681069e-05, + 5.080231130705215e-05, + 5.0687198381638154e-05, + 5.0572503823786974e-05, + 5.045949001214467e-05, + 5.034664354752749e-05, + 5.023341509513557e-05, + 5.012085966882296e-05, + 5.000927922083065e-05, + 4.989817171008326e-05, + 4.9787900934461504e-05, + 4.967936547473073e-05, + 4.956998964189552e-05, + 4.946131957694888e-05, + 4.935391552862711e-05, + 4.924890527036041e-05, + 4.9144535296363756e-05, + 4.903887020191178e-05, + 4.893283767160028e-05, + 4.882973007624969e-05, + 4.872607678407803e-05, + 4.862348214373924e-05, + 4.852062920690514e-05, + 4.841764530283399e-05, + 4.83142830489669e-05, + 4.821088441531174e-05, + 4.810603059013374e-05, + 4.800191891263239e-05, + 4.789707236341201e-05, + 4.779053415404633e-05, + 4.7684960009064525e-05, + 4.758049544761889e-05, + 4.747668208437972e-05, + 4.737114068120718e-05, + 4.7266308683902025e-05, + 4.716245166491717e-05, + 4.705899118562229e-05, + 4.6956436563050374e-05, + 4.685521707870066e-05, + 4.675558375311084e-05, + 4.6657030907226726e-05, + 4.655896918848157e-05, + 4.646317029255442e-05, + 4.6368848416022956e-05, + 4.62742245872505e-05, + 4.617908052750863e-05, + 4.6084496716503054e-05, + 4.599076783051714e-05, + 4.58978938695509e-05, + 4.580410313792527e-05, + 4.571002864395268e-05, + 4.56162124464754e-05, + 4.5522163418354467e-05, + 4.542931492323987e-05, + 4.5336393668549135e-05, + 4.524328323896043e-05, + 4.514950342127122e-05, + 4.505503602558747e-05, + 4.496166729950346e-05, + 4.486940451897681e-05, + 4.4777065340895206e-05, + 4.468439146876335e-05, + 4.45923360530287e-05, + 4.4499891373561695e-05, + 4.440890552359633e-05, + 4.431921479408629e-05, + 4.4231084757484496e-05, + 4.414225622895174e-05, + 4.4053718738723546e-05, + 4.3965257646050304e-05, + 4.3877480493392795e-05, + 4.3790569179691374e-05, + 4.3703032133635134e-05, + 4.361610990599729e-05, + 4.353018448455259e-05, + 4.344477201811969e-05, + 4.336120400694199e-05, + 4.327755596023053e-05, + 4.319394429330714e-05, + 4.310920849093236e-05, + 4.30253021477256e-05, + 4.294166501495056e-05, + 4.28586317866575e-05, + 4.277620610082522e-05, + 4.269374767318368e-05, + 4.261204230715521e-05, + 4.253046790836379e-05, + 4.2448940803296864e-05, + 4.23689853050746e-05, + 4.228951002005488e-05, + 4.22105731558986e-05, + 4.213205829728395e-05, + 4.205557343084365e-05, + 4.198027090751566e-05, + 4.190647814539261e-05, + 4.183444252703339e-05, + 4.176346192252822e-05, + 4.169272506260313e-05, + 4.162205368629657e-05, + 4.155216083745472e-05, + 4.148346488364041e-05, + 4.14137975894846e-05, + 4.1344981582369655e-05, + 4.127738066017628e-05, + 4.120954326936044e-05, + 4.114092007512227e-05, + 4.10727589041926e-05, + 4.10029424529057e-05, + 4.0932736737886444e-05, + 4.086178159923293e-05, + 4.079102291143499e-05, + 4.0720344259170815e-05, + 4.064901077072136e-05, + 4.057795013068244e-05, + 4.050630741403438e-05, + 4.043417357024737e-05, + 4.036274549434893e-05, + 4.029167757835239e-05, + 4.0221606468549e-05, + 4.0152161091100425e-05, + 4.008285759482533e-05, + 4.001388151664287e-05, + 3.994591679656878e-05, + 3.987775562563911e-05, + 3.980993642471731e-05, + 3.9743590605212376e-05, + 3.967782322433777e-05, + 3.961189213441685e-05, + 3.9546237530885264e-05, + 3.9480088162235916e-05, + 3.941432441934012e-05, + 3.934871710953303e-05, + 3.9283655496547e-05, + 3.921843381249346e-05, + 3.91536123061087e-05, + 3.908886355930008e-05, + 3.9025024307193235e-05, + 3.896124690072611e-05, + 3.889685103786178e-05, + 3.8833211874589324e-05, + 3.8769339880673215e-05, + 3.8706195482518524e-05, + 3.864294194499962e-05, + 3.8579401007154956e-05, + 3.851606379612349e-05, + 3.84527156711556e-05, + 3.8389080145861953e-05, + 3.832629954558797e-05, + 3.826384636340663e-05, + 3.8200578273972496e-05, + 3.81378413294442e-05, + 3.8075741031207144e-05, + 3.801348066190258e-05, + 3.795060911215842e-05, + 3.7888654333073646e-05, + 3.78267650376074e-05, + 3.776523226406425e-05, + 3.7703848647652194e-05, + 3.7642639654222876e-05, + 3.758179445867427e-05, + 3.752075645024888e-05, + 3.745931826415472e-05, + 3.7398378481157124e-05, + 3.7338435504352674e-05, + 3.727879811776802e-05, + 3.721921893884428e-05, + 3.7159628845984116e-05, + 3.7100377085153013e-05, + 3.7040630559204146e-05, + 3.6981262383051217e-05, + 3.692211248562671e-05, + 3.6864628782495856e-05, + 3.6807450669584796e-05, + 3.675178959383629e-05, + 3.669704165076837e-05, + 3.66434505849611e-05, + 3.6591358366422355e-05, + 3.654005195130594e-05, + 3.648973142844625e-05, + 3.6440585972741246e-05, + 3.639215719886124e-05, + 3.6343819374451414e-05, + 3.629521233960986e-05, + 3.6246470699552447e-05, + 3.619665221776813e-05, + 3.6146688216831535e-05, + 3.6096702388022095e-05, + 3.604661833378486e-05, + 3.599504634621553e-05, + 3.59429614036344e-05, + 3.5890367144020274e-05, + 3.5837903851643205e-05, + 3.578506948542781e-05, + 3.573171852622181e-05, + 3.567894236766733e-05, + 3.562580968718976e-05, + 3.5573073546402156e-05, + 3.5520239180186763e-05, + 3.5466960980556905e-05, + 3.541362821124494e-05, + 3.5360259062144905e-05, + 3.530790490913205e-05, + 3.525568899931386e-05, + 3.52046154148411e-05, + 3.5154298529960215e-05, + 3.510400347295217e-05, + 3.5053424653597176e-05, + 3.500274760881439e-05, + 3.495267446851358e-05, + 3.4902728657471016e-05, + 3.485362321953289e-05, + 3.480498708086088e-05, + 3.475710764178075e-05, + 3.470953743089922e-05, + 3.4660966775845736e-05, + 3.46121123584453e-05, + 3.456361810094677e-05, + 3.4513774153310806e-05, + 3.4463075280655175e-05, + 3.4412627428537235e-05, + 3.436235056142323e-05, + 3.431302684475668e-05, + 3.426371404202655e-05, + 3.421509245526977e-05, + 3.416582694626413e-05, + 3.411660509300418e-05, + 3.406748146517202e-05, + 3.401880167075433e-05, + 3.3970434742514044e-05, + 3.3922035072464496e-05, + 3.387367905816063e-05, + 3.382565046194941e-05, + 3.3778458600863814e-05, + 3.373167783138342e-05, + 3.368499892530963e-05, + 3.36378398060333e-05, + 3.359119364176877e-05, + 3.354414729983546e-05, + 3.349727558088489e-05, + 3.3450734918005764e-05, + 3.34041214955505e-05, + 3.3357679058099166e-05, + 3.331164043629542e-05, + 3.326584192109294e-05, + 3.321977419545874e-05, + 3.3173921110574156e-05, + 3.312774788355455e-05, + 3.308154919068329e-05, + 3.303527773823589e-05, + 3.298892261227593e-05, + 3.294277848908678e-05, + 3.2896572520257905e-05, + 3.285088314441964e-05, + 3.280518649262376e-05, + 3.2759537134552374e-05, + 3.271359673817642e-05, + 3.26677763951011e-05, + 3.2622225262457505e-05, + 3.2576754165347666e-05, + 3.25310647895094e-05, + 3.248533175792545e-05, + 3.243986066081561e-05, + 3.239483339712024e-05, + 3.235012627555989e-05, + 3.230522997910157e-05, + 3.226043554604985e-05, + 3.221587758162059e-05, + 3.217157063772902e-05, + 3.2127205486176535e-05, + 3.2082913094200194e-05, + 3.20383369398769e-05, + 3.1994033633964136e-05, + 3.195003591827117e-05, + 3.1906747608445585e-05, + 3.186462708981708e-05, + 3.182296859449707e-05, + 3.1781408324604854e-05, + 3.1739466066937894e-05, + 3.169856790918857e-05, + 3.1658182706451043e-05, + 3.1617903005098924e-05, + 3.157773244311102e-05, + 3.153828583890572e-05, + 3.1499090255238116e-05, + 3.146024391753599e-05, + 3.1421623134519905e-05, + 3.138295505777933e-05, + 3.1344130547950044e-05, + 3.130502955173142e-05, + 3.1265622965293005e-05, + 3.122617636108771e-05, + 3.1186566047836095e-05, + 3.114621722488664e-05, + 3.110615580226295e-05, + 3.106615986325778e-05, + 3.1026251235743985e-05, + 3.0986171623226255e-05, + 3.0946281185606495e-05, + 3.090648169745691e-05, + 3.086655124207027e-05, + 3.082652256125584e-05, + 3.0786726711085066e-05, + 3.0746985430596396e-05, + 3.070748061873019e-05, + 3.0668015824630857e-05, + 3.062912946916185e-05, + 3.059129085158929e-05, + 3.055400520679541e-05, + 3.0517010600306094e-05, + 3.048022699658759e-05, + 3.0444105505011976e-05, + 3.040863521164283e-05, + 3.0373224944924004e-05, + 3.033810935448855e-05, + 3.0303139283205383e-05, + 3.0267970942077227e-05, + 3.023296085302718e-05, + 3.0198407330317423e-05, + 3.0163690098561347e-05, + 3.0128749131108634e-05, + 3.009332067449577e-05, + 3.0057859476073645e-05, + 3.0022694772924297e-05, + 2.998730997205712e-05, + 2.9951839678687975e-05, + 2.9916551284259185e-05, + 2.9881277441745624e-05, + 2.9846149118384346e-05, + 2.9811737476848066e-05, + 2.9777911549899727e-05, + 2.974384551635012e-05, + 2.9709908631048165e-05, + 2.9676237318199128e-05, + 2.9642395020346157e-05, + 2.960880556202028e-05, + 2.9574839572887868e-05, + 2.954089177364949e-05, + 2.9507011277019046e-05, + 2.9472850656020455e-05, + 2.9438340789056383e-05, + 2.9403587177512236e-05, + 2.9368997275014408e-05, + 2.9333901693462394e-05, + 2.929872971435543e-05, + 2.9263797841849737e-05, + 2.922888961620629e-05, + 2.9193963200668804e-05, + 2.9159300538594835e-05, + 2.9124699722160585e-05, + 2.909016802732367e-05, + 2.90560183202615e-05, + 2.9021985028521158e-05, + 2.898780621762853e-05, + 2.8954063964192756e-05, + 2.8920550903421827e-05, + 2.888681774493307e-05, + 2.8853339244960807e-05, + 2.8819669751101173e-05, + 2.87860821117647e-05, + 2.875260906876065e-05, + 2.8719387046294287e-05, + 2.8686215955531225e-05, + 2.865344868041575e-05, + 2.8620881494134665e-05, + 2.8588696295628324e-05, + 2.8557153200381435e-05, + 2.8525990273919888e-05, + 2.849487827916164e-05, + 2.8464070055633783e-05, + 2.8433682018658146e-05, + 2.8403681426425464e-05, + 2.8373384338920005e-05, + 2.8343270969344303e-05, + 2.8313226721365936e-05, + 2.8283315259614028e-05, + 2.825331648637075e-05, + 2.8223381377756596e-05, + 2.81934244412696e-05, + 2.816287087625824e-05, + 2.8132344596087933e-05, + 2.8101665520807728e-05, + 2.8071095584891737e-05, + 2.804051291604992e-05, + 2.800950824166648e-05, + 2.7978958314633928e-05, + 2.7948504794039764e-05, + 2.791770384646952e-05, + 2.7886972020496614e-05, + 2.7856029191752896e-05, + 2.7824986318591982e-05, + 2.7794132620329037e-05, + 2.7762829631683417e-05, + 2.7732019589166157e-05, + 2.7701109502231702e-05, + 2.767044134088792e-05, + 2.7639802283374593e-05, + 2.760924144240562e-05, + 2.7578520530369133e-05, + 2.7548225261853077e-05, + 2.751775537035428e-05, + 2.7487583793117665e-05, + 2.745749407040421e-05, + 2.7427529857959598e-05, + 2.7397436497267336e-05, + 2.7367461370886303e-05, + 2.7337553547113203e-05, + 2.7307420168654062e-05, + 2.7277366825728677e-05, + 2.7247839170740917e-05, + 2.7218351533520035e-05, + 2.718884206842631e-05, + 2.7159499950357713e-05, + 2.713028334255796e-05, + 2.7101295927423052e-05, + 2.707251042011194e-05, + 2.7043997761211358e-05, + 2.701566700125113e-05, + 2.698755997698754e-05, + 2.6959443857776932e-05, + 2.6931826141662896e-05, + 2.6904432161245495e-05, + 2.6877007258008234e-05, + 2.6849562345887534e-05, + 2.6822297513717785e-05, + 2.6795140001922846e-05, + 2.676793337741401e-05, + 2.674097049748525e-05, + 2.6714298655861057e-05, + 2.6688128855312243e-05, + 2.6662346499506384e-05, + 2.6636829716153443e-05, + 2.6611309294821694e-05, + 2.6586189051158726e-05, + 2.656090509844944e-05, + 2.6535612050793134e-05, + 2.6510337193030864e-05, + 2.648523513926193e-05, + 2.6460655135451816e-05, + 2.6435978725203313e-05, + 2.6410780264995992e-05, + 2.638555997691583e-05, + 2.6360299671068788e-05, + 2.6334608264733106e-05, + 2.630899689393118e-05, + 2.6283250917913392e-05, + 2.6257275749230757e-05, + 2.6231626179651357e-05, + 2.6206103939330205e-05, + 2.6180739951087162e-05, + 2.61552122537978e-05, + 2.6129564503207803e-05, + 2.61042205238482e-05, + 2.607916758279316e-05, + 2.605428744573146e-05, + 2.6029701984953135e-05, + 2.600507650640793e-05, + 2.598043101897929e-05, + 2.5956071112887003e-05, + 2.5931834898074158e-05, + 2.5907209419528954e-05, + 2.5882407499011606e-05, + 2.5857712898869067e-05, + 2.5832863684627227e-05, + 2.5808452846831642e-05, + 2.5783627279452048e-05, + 2.575854341557715e-05, + 2.5733474103617482e-05, + 2.5708404791657813e-05, + 2.5683013518573716e-05, + 2.5657949663582258e-05, + 2.5633133191149682e-05, + 2.5608438591007143e-05, + 2.5583814931451343e-05, + 2.555950231908355e-05, + 2.553566991991829e-05, + 2.551228681113571e-05, + 2.5488634491921403e-05, + 2.5464607460889965e-05, + 2.5440707759116776e-05, + 2.541686080803629e-05, + 2.539283195801545e-05, + 2.5369048671564087e-05, + 2.534517625463195e-05, + 2.532145481382031e-05, + 2.5297562388004735e-05, + 2.5274155632359907e-05, + 2.5250808903365396e-05, + 2.5227380319847725e-05, + 2.5204224584740587e-05, + 2.5180857846862637e-05, + 2.5157694835797884e-05, + 2.5134642783086747e-05, + 2.5112225557677448e-05, + 2.5089910195674747e-05, + 2.5067593014682643e-05, + 2.504513213352766e-05, + 2.5022492991411127e-05, + 2.4999482775456272e-05, + 2.4976532586151734e-05, + 2.4953340471256524e-05, + 2.4930204745032825e-05, + 2.4907167244236916e-05, + 2.4884118829504587e-05, + 2.486101584509015e-05, + 2.483801290509291e-05, + 2.4814822609187104e-05, + 2.4791081159492023e-05, + 2.4767246941337362e-05, + 2.4743374524405226e-05, + 2.4719893190194853e-05, + 2.4696604668861255e-05, + 2.4673578082001768e-05, + 2.4650475097587332e-05, + 2.4627668608445674e-05, + 2.460455107211601e-05, + 2.4581457182648592e-05, + 2.4558225049986504e-05, + 2.4535142074455507e-05, + 2.4512188247172162e-05, + 2.4489434508723207e-05, + 2.4466748072882183e-05, + 2.4444263544864953e-05, + 2.4421846319455653e-05, + 2.4399181711487472e-05, + 2.4376355213462375e-05, + 2.435355963825714e-05, + 2.433069676044397e-05, + 2.4307593776029535e-05, + 2.428463994874619e-05, + 2.426174614811316e-05, + 2.4238703190349042e-05, + 2.4215876692323945e-05, + 2.4193093850044534e-05, + 2.417056202830281e-05, + 2.414774826320354e-05, + 2.4125083655235358e-05, + 2.4102475435938686e-05, + 2.4080072762444615e-05, + 2.405790837656241e-05, + 2.4035996830207296e-05, + 2.4014369046199135e-05, + 2.3992726710275747e-05, + 2.3971184418769553e-05, + 2.3949802198330872e-05, + 2.3928509108372964e-05, + 2.390706868027337e-05, + 2.388621032878291e-05, + 2.386601954640355e-05, + 2.384612525929697e-05, + 2.3826476535759866e-05, + 2.380729347351007e-05, + 2.378806129854638e-05, + 2.3768754545017146e-05, + 2.3749476895318367e-05, + 2.373057941440493e-05, + 2.371177833992988e-05, + 2.3692902686889283e-05, + 2.3674205294810236e-05, + 2.3655513359699398e-05, + 2.3636377591174096e-05, + 2.36170908465283e-05, + 2.359785867156461e-05, + 2.3578302716487087e-05, + 2.3558315660920925e-05, + 2.3538499590358697e-05, + 2.3518547095591202e-05, + 2.3498720111092553e-05, + 2.347879490116611e-05, + 2.3459026124328375e-05, + 2.3439286451321095e-05, + 2.3419412173097953e-05, + 2.3399530618917197e-05, + 2.3379820049740374e-05, + 2.3359983970294707e-05, + 2.3339940526057035e-05, + 2.331955147383269e-05, + 2.3299204258364625e-05, + 2.3278962544281967e-05, + 2.3258522560354322e-05, + 2.323820262972731e-05, + 2.3217980924528092e-05, + 2.3197657355922274e-05, + 2.3177195544121787e-05, + 2.3156710085459054e-05, + 2.3136299205361865e-05, + 2.311591015313752e-05, + 2.3095690266927704e-05, + 2.307558861502912e-05, + 2.305569614691194e-05, + 2.303583278262522e-05, + 2.3015883925836533e-05, + 2.2996176994638517e-05, + 2.2976488253334537e-05, + 2.2957003238843754e-05, + 2.2937378162168898e-05, + 2.2917763999430463e-05, + 2.2898200768395327e-05, + 2.287870302097872e-05, + 2.2859023374621756e-05, + 2.2839501980342902e-05, + 2.2819813239038922e-05, + 2.280012449773494e-05, + 2.2780510334996507e-05, + 2.2761081709177233e-05, + 2.274173493788112e-05, + 2.2722299036104232e-05, + 2.270280492666643e-05, + 2.2683201677864417e-05, + 2.2663600248051807e-05, + 2.2644004275207408e-05, + 2.2624652046943083e-05, + 2.2605214326176792e-05, + 2.2585620172321796e-05, + 2.256626612506807e-05, + 2.2546853870153427e-05, + 2.2527534383698367e-05, + 2.2508029360324144e-05, + 2.248877899546642e-05, + 2.24695322685875e-05, + 2.245049472548999e-05, + 2.2431418983615004e-05, + 2.2412481484934688e-05, + 2.239372224721592e-05, + 2.237485932710115e-05, + 2.23558017751202e-05, + 2.2336702386382967e-05, + 2.2317775801639073e-05, + 2.229859819635749e-05, + 2.227948061772622e-05, + 2.226040123787243e-05, + 2.224136915174313e-05, + 2.2222237021196634e-05, + 2.220299211330712e-05, + 2.2183670807862654e-05, + 2.2164398615132086e-05, + 2.2145206457935274e-05, + 2.2125876057543792e-05, + 2.210679667769e-05, + 2.208751902799122e-05, + 2.2068448743084446e-05, + 2.204944939876441e-05, + 2.2030533727956936e-05, + 2.20117399294395e-05, + 2.199303708039224e-05, + 2.1974359697196633e-05, + 2.195563865825534e-05, + 2.193697218899615e-05, + 2.1918434867984615e-05, + 2.189996484958101e-05, + 2.1881549400859512e-05, + 2.1863135771127418e-05, + 2.184482400480192e-05, + 2.1826583179063164e-05, + 2.1808351448271424e-05, + 2.179018520109821e-05, + 2.177203532482963e-05, + 2.175389636249747e-05, + 2.173545362893492e-05, + 2.171700180042535e-05, + 2.1698695491068065e-05, + 2.1680227291653864e-05, + 2.1661682694684714e-05, + 2.1643256332026795e-05, + 2.1625100998790003e-05, + 2.1607105736620724e-05, + 2.158912866434548e-05, + 2.1571157049038447e-05, + 2.155326001229696e-05, + 2.1535302948905155e-05, + 2.151761327695567e-05, + 2.149990359612275e-05, + 2.1482412194018252e-05, + 2.1464944438776e-05, + 2.1447680410346948e-05, + 2.143044548574835e-05, + 2.1413345166365616e-05, + 2.1396093870862387e-05, + 2.1378755263867788e-05, + 2.1361505787353963e-05, + 2.1344279957702383e-05, + 2.1327050490071997e-05, + 2.130992834281642e-05, + 2.1292864403221756e-05, + 2.1275762264849618e-05, + 2.1258709239191376e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 0.9695484638214111, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985490441322327, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9894856810569763, + 0.9819409847259521, + 0.9885922074317932, + 1.0, + 1.0, + 0.9896488189697266, + 1.0, + 1.0, + 1.0, + 0.9980819225311279, + 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, + 0.9995263814926147, + 1.0, + 0.9915275573730469, + 0.9945530891418457, + 0.9996625185012817, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970276355743408, + 0.9952941536903381, + 0.9950987100601196, + 0.9924873113632202, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965907335281372, + 1.0, + 0.9983741641044617, + 1.0, + 1.0, + 0.9864166975021362, + 0.9962284564971924, + 0.9971827268600464, + 1.0, + 0.9904761910438538, + 0.9832284450531006, + 1.0, + 0.9948629140853882, + 1.0, + 0.9951401352882385, + 0.9953877925872803, + 1.0, + 0.9950857162475586, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966415762901306, + 1.0, + 1.0, + 1.0, + 0.9963979125022888, + 0.98894202709198, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999241292476654, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981522560119629, + 0.9945030808448792, + 0.9956123232841492, + 0.9949634671211243, + 1.0, + 0.9917184710502625, + 1.0, + 1.0, + 1.0, + 0.9987478852272034, + 1.0, + 0.9984192848205566, + 1.0, + 0.9980311989784241, + 0.9935237169265747, + 1.0, + 1.0, + 1.0, + 0.9966080188751221, + 1.0, + 0.9831827282905579, + 0.989121675491333, + 0.9940195679664612, + 0.99901282787323, + 0.9959726929664612, + 1.0, + 0.9911586046218872, + 1.0, + 0.9988030195236206, + 0.9950752258300781, + 0.9975348114967346, + 0.9966608881950378, + 1.0, + 0.9939891695976257, + 1.0, + 1.0, + 1.0, + 0.9760258793830872, + 1.0, + 0.9955680966377258, + 0.9954910278320312, + 0.9827460646629333, + 1.0, + 1.0, + 0.992361843585968, + 0.9984801411628723, + 0.9981069564819336, + 0.9792937636375427, + 0.9961864352226257, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989420771598816, + 1.0, + 0.9994838237762451, + 1.0, + 0.988609790802002, + 0.998480498790741, + 0.9905414581298828, + 0.9911123514175415, + 0.9914055466651917, + 0.9850964546203613, + 0.9843285083770752, + 0.989447295665741, + 0.9921815395355225, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999619126319885, + 1.0, + 1.0, + 0.9993807077407837, + 1.0, + 0.9968936443328857, + 0.9841213226318359, + 1.0, + 0.9846659898757935, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873741269111633, + 1.0, + 0.997678816318512, + 0.9942684769630432, + 1.0, + 0.9999620914459229, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9916843771934509, + 1.0, + 0.994953453540802, + 1.0, + 1.0, + 0.9846603274345398, + 1.0, + 0.9908398985862732, + 1.0, + 1.0, + 0.9985846877098083, + 0.9832791686058044, + 1.0, + 1.0, + 0.9930676817893982, + 0.9994257092475891, + 0.9853123426437378, + 1.0, + 1.0, + 1.0, + 0.9933881759643555, + 0.9952356219291687, + 0.9934736490249634, + 0.9822053909301758, + 1.0, + 1.0, + 0.9976874589920044, + 0.9939772486686707, + 1.0, + 0.996528685092926, + 1.0, + 1.0, + 0.993532121181488, + 1.0, + 1.0, + 1.0, + 0.9982337355613708, + 1.0, + 1.0, + 1.0, + 0.9958654642105103, + 1.0, + 0.9849191904067993, + 0.9972267746925354, + 1.0, + 1.0, + 1.0, + 0.9953761100769043, + 0.9966306090354919, + 1.0, + 0.9993796348571777, + 1.0, + 0.9985330104827881, + 0.9864676594734192, + 1.0, + 1.0, + 1.0, + 0.9992507100105286, + 0.9960553646087646, + 0.9985926151275635, + 0.9950835704803467, + 0.9945816993713379, + 1.0, + 0.9973752498626709, + 0.9964911341667175, + 0.9956316351890564, + 0.988288938999176, + 1.0, + 0.9939215779304504, + 0.9948447942733765, + 1.0, + 1.0, + 0.9937040209770203, + 0.995171844959259, + 0.9953356981277466, + 1.0, + 0.9977822303771973, + 0.9937935471534729, + 0.9922579526901245, + 0.9920760989189148, + 1.0, + 1.0, + 0.9874286651611328, + 0.9941293001174927, + 0.9933433532714844, + 1.0, + 1.0, + 0.9832601547241211, + 1.0, + 1.0, + 0.9836940169334412, + 1.0, + 1.0, + 1.0, + 0.9810337424278259, + 1.0, + 1.0, + 0.9910063743591309, + 0.9949562549591064, + 1.0, + 0.9954403042793274, + 1.0, + 1.0, + 0.9906622767448425, + 1.0, + 1.0, + 0.9993841648101807, + 0.9966548085212708, + 1.0, + 0.9977068305015564, + 0.9894095063209534, + 1.0, + 0.9987122416496277, + 0.9935002326965332, + 0.9826841354370117, + 0.9989145398139954, + 1.0, + 1.0, + 0.9773324728012085, + 1.0, + 0.9947300553321838, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981160163879395, + 1.0, + 1.0, + 0.9962999820709229, + 0.9947373270988464, + 0.9990289211273193, + 1.0, + 0.9990326762199402, + 0.9959791898727417, + 1.0, + 0.9964792728424072, + 0.9921742081642151, + 0.9894167184829712, + 0.994163990020752, + 1.0, + 0.9817487001419067, + 0.9897828698158264, + 1.0, + 1.0, + 0.9990258812904358, + 0.9957403540611267, + 0.9957048892974854, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9920833706855774, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9934139847755432, + 0.9930437207221985, + 1.0, + 1.0, + 0.9982501268386841, + 1.0, + 0.9891135096549988, + 0.9906030893325806, + 0.9873793721199036, + 1.0, + 1.0, + 1.0, + 0.99703049659729, + 0.9949269890785217, + 1.0, + 0.9977571964263916, + 0.9932402968406677, + 0.998786449432373, + 0.9829239249229431, + 1.0, + 1.0, + 1.0, + 0.9948676824569702, + 1.0, + 0.997391939163208, + 0.9973360896110535, + 1.0, + 0.9954181909561157, + 1.0, + 1.0, + 0.9851704835891724, + 0.9984980821609497, + 0.9976857900619507, + 0.9990887641906738, + 0.978391706943512, + 0.9887793064117432, + 0.9843835830688477, + 0.9800957441329956, + 0.9892505407333374, + 1.0, + 1.0, + 0.9929481744766235, + 0.9865893125534058, + 1.0, + 0.9916015863418579, + 0.9863004088401794, + 1.0, + 1.0, + 0.9970762133598328, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944961071014404, + 0.9991269707679749, + 0.9900755286216736, + 0.9951545000076294, + 1.0, + 0.9993155598640442, + 0.9894260764122009, + 1.0, + 0.9989771246910095, + 0.9822241067886353, + 0.9951636791229248, + 1.0, + 0.9999317526817322, + 1.0, + 0.9980767369270325, + 1.0, + 0.9955446720123291, + 1.0, + 0.9976924061775208, + 1.0, + 0.9897977709770203, + 1.0, + 1.0, + 0.992087721824646, + 1.0, + 0.9923356771469116, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904507398605347, + 0.9986581206321716, + 1.0, + 0.9955635070800781, + 0.9936597347259521, + 1.0, + 1.0, + 0.9895926117897034, + 1.0, + 0.9981760382652283, + 1.0, + 1.0, + 0.9978678226470947, + 1.0, + 1.0, + 0.9960248470306396, + 0.9873831272125244, + 0.9987286329269409, + 1.0, + 1.0, + 0.998168408870697, + 1.0, + 0.9975131750106812, + 1.0, + 0.9756516814231873, + 0.9983516335487366, + 0.9770172238349915, + 0.9870384335517883, + 0.9822798371315002, + 0.9751451015472412, + 0.988167405128479, + 0.9839377403259277, + 0.9798702001571655, + 0.9884432554244995, + 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, + 0.9926818609237671, + 1.0, + 0.9959809184074402, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844388961791992, + 1.0, + 0.9814275503158569, + 0.9885890483856201, + 1.0, + 1.0, + 1.0, + 0.991504430770874, + 1.0, + 0.9863978624343872, + 0.9937227964401245, + 0.9875534176826477, + 0.9968276023864746, + 1.0, + 1.0, + 0.9958677291870117, + 1.0, + 1.0, + 0.998420000076294, + 1.0, + 0.9843215346336365, + 1.0, + 0.9893366098403931, + 1.0, + 1.0, + 1.0, + 0.9943431615829468, + 0.996889591217041, + 1.0, + 1.0, + 0.9968038201332092, + 0.9858047366142273, + 0.9944755434989929, + 1.0, + 1.0, + 0.9922903776168823, + 1.0, + 0.9996129274368286, + 0.9963695406913757, + 1.0, + 0.9996454119682312, + 0.9945024847984314, + 0.9979898929595947, + 1.0, + 0.9985835552215576, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986941814422607, + 1.0, + 0.9920668601989746, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975432753562927, + 1.0, + 1.0, + 1.0, + 0.9976019859313965, + 0.9935437440872192, + 0.9961538314819336, + 1.0, + 1.0, + 0.9979627728462219, + 0.9977112412452698, + 1.0, + 1.0, + 1.0, + 0.9972078204154968, + 0.9963739514350891, + 0.9873316884040833, + 0.9760023951530457, + 0.9920962452888489, + 1.0, + 1.0, + 0.9779638051986694, + 0.9904844164848328, + 1.0, + 1.0, + 0.9850502014160156, + 0.9963469505310059, + 0.994133710861206, + 0.9969658255577087, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958536624908447, + 1.0, + 1.0, + 1.0, + 0.9983378648757935, + 1.0, + 1.0, + 1.0, + 0.9972241520881653, + 1.0, + 0.9970968961715698, + 1.0, + 0.9883453249931335, + 0.9759598970413208, + 0.9884007573127747, + 0.994996190071106, + 0.9970514178276062, + 0.9847697615623474, + 0.9846010208129883, + 1.0, + 0.9943462014198303, + 0.9985018372535706, + 1.0, + 0.9983091950416565, + 0.9895161390304565, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943901896476746, + 1.0, + 1.0, + 0.9977912902832031, + 1.0, + 0.9986585974693298, + 0.9821773171424866, + 0.9855899214744568, + 1.0, + 0.9987765550613403, + 0.9948990941047668, + 1.0, + 0.9951301217079163, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997984766960144, + 1.0, + 1.0, + 0.9960353970527649, + 1.0, + 1.0, + 0.995258629322052, + 1.0, + 1.0, + 0.9918855428695679, + 0.9992721080780029, + 1.0, + 0.9898895025253296, + 0.9960129261016846, + 1.0, + 0.9951173663139343, + 1.0, + 1.0, + 0.9993860721588135, + 0.9952277541160583, + 1.0, + 0.9905154705047607, + 0.9965528845787048, + 0.9908719658851624, + 0.9825292825698853, + 0.9905253648757935, + 1.0, + 0.9927006363868713, + 0.9887865781784058, + 0.9896227717399597, + 1.0, + 0.9963729977607727, + 1.0, + 0.9978501796722412, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989897608757019, + 1.0, + 1.0, + 0.9880639910697937, + 0.9992712736129761, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996397078037262, + 1.0, + 0.9867597818374634, + 1.0, + 0.9947465658187866, + 1.0, + 1.0, + 1.0, + 0.9887742400169373, + 1.0, + 0.9927849173545837, + 1.0, + 0.9982696771621704, + 1.0, + 0.9986229538917542, + 1.0, + 1.0, + 0.9998294115066528, + 0.9850174188613892, + 1.0, + 1.0, + 0.9968808889389038, + 0.9982232451438904, + 0.9946919679641724, + 0.9954870343208313, + 0.9929214715957642, + 0.9960269331932068, + 0.9945635795593262, + 1.0, + 0.9847275614738464, + 0.9941532611846924, + 1.0, + 1.0, + 0.9958430528640747, + 0.998389482498169, + 1.0, + 0.9934748411178589, + 0.9915837645530701, + 0.9834074378013611, + 0.9872905611991882, + 0.9920122027397156, + 1.0, + 0.9863806962966919, + 1.0, + 1.0, + 1.0, + 0.9953752160072327, + 0.9811719655990601, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991973042488098, + 1.0, + 1.0, + 0.989798903465271, + 0.9972118139266968, + 0.9960057735443115, + 1.0, + 1.0, + 0.9901629686355591, + 0.9907796382904053, + 0.9954224228858948, + 0.9901962280273438, + 1.0, + 1.0, + 0.9905892014503479, + 0.9970322251319885, + 1.0, + 1.0, + 0.9979861378669739, + 1.0, + 0.9846013784408569, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989267885684967, + 0.992590069770813, + 0.9972025156021118, + 0.999461829662323, + 0.9894908666610718, + 0.982353687286377, + 0.983211874961853, + 1.0, + 1.0, + 0.9971206188201904, + 0.9998008012771606, + 1.0, + 0.9919617176055908, + 1.0, + 0.9958648085594177, + 1.0, + 0.9818402528762817, + 0.9994825124740601, + 1.0, + 0.9904681444168091, + 1.0, + 0.9935171604156494, + 0.9971963763237, + 0.9745288491249084, + 0.9974241256713867, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995032548904419, + 1.0, + 0.9996073842048645, + 0.9979379177093506, + 1.0, + 1.0, + 0.9979645013809204, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985816240310669, + 0.9939760565757751, + 0.9909173846244812, + 1.0, + 0.9892406463623047, + 1.0, + 1.0, + 1.0, + 0.9957508444786072, + 0.9965229630470276, + 0.9934340119361877, + 0.9992496967315674, + 0.9933056831359863, + 0.9990832209587097, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957966208457947, + 0.999612033367157, + 1.0, + 0.9927515983581543, + 1.0, + 0.9911664724349976, + 1.0, + 0.9955624341964722, + 0.9997833371162415, + 0.9930029511451721, + 0.9915195107460022, + 0.9907865524291992, + 0.9890982508659363, + 1.0, + 0.9975677728652954, + 0.9944661259651184, + 0.9980483055114746, + 1.0, + 0.9748846888542175, + 0.9699822068214417, + 0.9870589971542358, + 0.9895835518836975, + 0.9779419302940369, + 1.0, + 1.0, + 1.0, + 0.982205867767334, + 0.996605396270752, + 1.0, + 0.9923890233039856, + 1.0, + 1.0, + 1.0, + 0.9989262819290161, + 1.0, + 1.0, + 0.9934359192848206, + 1.0, + 0.9954900145530701, + 1.0, + 0.9941444396972656, + 1.0, + 1.0, + 1.0, + 0.9935514330863953, + 1.0, + 1.0, + 1.0, + 0.9999521970748901, + 0.9967535138130188, + 1.0, + 0.9961811304092407, + 0.9972912073135376, + 1.0, + 1.0, + 1.0, + 0.998566210269928, + 1.0, + 0.9936221241950989, + 0.9962648749351501, + 0.9915722608566284, + 1.0, + 1.0, + 0.9898548126220703, + 1.0, + 0.9915931224822998, + 1.0, + 1.0, + 0.9994915127754211, + 0.9984420537948608, + 1.0, + 0.9938297271728516, + 1.0, + 1.0, + 0.9981699585914612, + 0.9925412535667419, + 0.9976950883865356, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9895610809326172, + 1.0, + 1.0, + 0.9898517727851868, + 1.0, + 0.9973411560058594, + 1.0, + 0.9889526963233948, + 1.0, + 0.9911991953849792, + 1.0, + 0.9948707818984985, + 0.9923133850097656, + 1.0, + 1.0, + 1.0, + 0.99295973777771, + 1.0, + 0.9988869428634644, + 0.9998931288719177, + 0.9995419979095459, + 1.0, + 1.0, + 1.0, + 0.9994766116142273, + 0.9979802370071411, + 1.0, + 0.9890664219856262, + 1.0, + 0.9912173748016357, + 0.9983536601066589, + 0.9975864291191101, + 0.9955065846443176, + 0.9973280429840088, + 1.0, + 1.0, + 0.9990059733390808, + 0.9950395822525024, + 0.9982120990753174, + 0.9991500377655029, + 1.0, + 0.9963758587837219, + 0.9980672001838684, + 1.0, + 0.9984012842178345, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9940855503082275, + 1.0, + 1.0, + 0.9954915642738342, + 0.9873604774475098, + 0.9929547905921936, + 1.0, + 1.0, + 0.9978470206260681, + 1.0, + 0.9870168566703796, + 1.0, + 0.9895985722541809, + 1.0, + 0.990275502204895, + 1.0, + 0.9939550757408142, + 1.0, + 1.0, + 0.9966685771942139, + 1.0, + 1.0, + 0.99564129114151, + 0.99840247631073, + 1.0, + 0.9990500211715698 + ], + "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_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_df_eval.csv b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_df_eval.csv new file mode 100644 index 0000000000000000000000000000000000000000..e073485c80ecf5b33a6336bdc54af1e05df17827 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_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 +60.0,60.0,0.30332443,769.2308,10000.0,13.0,625.0,,128.0,0.0002497952,0.1,2.867736 +1396.0,728.0,0.59267455,952.381,20000.0,21.0,1250.0,,288.0,0.0002495392,0.1,2.8486075 +2180.625,1212.2084,0.3838286,1071.4286,30000.0,28.0,1875.0,,448.0,0.0002492832,0.1,2.8113306 +2333.5,1492.5312,0.8956132,1111.1111,40000.0,36.0,2500.0,,608.0,0.0002490272,0.1,2.790257 +2776.875,1749.4,0.2533257,1162.7906,50000.0,43.0,3125.0,,768.0,0.0002487712,0.1,2.7106986 +2782.7778,1921.6295,0.6603437,1200.0,60000.0,50.0,3750.0,,928.0,0.0002485152,0.1,2.679503 +2958.2979,2069.725,0.47837684,1228.0702,70000.0,57.0,4375.0,,1088.0,0.0002482592,0.1,2.69165 +2991.7646,2184.98,0.63967174,1250.0,80000.0,64.0,5000.0,,1248.0,0.0002480032,0.1,2.6143897 +3043.39,2280.359,0.5577406,1285.7142,90000.0,70.0,5625.0,,1376.0,0.0002477984,0.1,2.5943766 +3124.0298,2364.726,0.6471656,1298.7013,100000.0,77.0,6250.0,,1536.0,0.0002475424,0.1,2.5309353 +3145.4666,2435.7024,0.58615977,1294.1177,110000.0,85.0,6875.0,,1696.0,0.0002472864,0.1,2.5684557 +3205.366,2499.841,0.6628381,1290.3226,120000.0,93.0,7500.0,,1856.0,0.0002470304,0.1,2.5614233 +3193.4443,2553.195,0.54902583,1300.0,130000.0,100.0,8125.0,,2016.0,0.0002467744,0.1,2.477809 +3190.8164,2598.7395,0.6142304,1308.4113,140000.0,107.0,8750.0,,2176.0,0.0002465184,0.1,2.4258196 +3264.5,2643.1235,0.4519184,1315.7894,150000.0,114.0,9375.0,,2336.0,0.0002462624,0.1,2.3626912 +3355.6,2687.6533,0.8129974,1322.3141,160000.0,121.0,10000.0,,2496.0,0.0002460064,0.1,2.3747845 +3430.9,2731.3735,0.42350256,1328.125,170000.0,128.0,10625.0,,2656.0,0.0002457504,0.1,2.3688078 +3455.7,2771.614,0.5727392,1333.3334,180000.0,135.0,11250.0,,2784.0,0.0002455456,0.1,2.386479 +3437.4,2806.6553,0.5480758,1338.0282,190000.0,142.0,11875.0,,2944.0,0.0002452896,0.1,2.4269397 +3448.2,2838.7324,0.6759721,1342.2819,200000.0,149.0,12500.0,,3104.0,0.0002450336,0.1,2.3414204 +3434.6,2867.1072,0.57483965,1337.5796,210000.0,157.0,13125.0,,3264.0,0.0002447776,0.1,2.1199834 +3444.5,2893.3523,0.690154,1333.3334,220000.0,165.0,13750.0,,3424.0,0.0002445216,0.1,2.256411 +3406.8,2915.676,0.92856133,1329.4797,230000.0,173.0,14375.0,,3584.0,0.0002442656,0.1,2.0769334 +3377.4,2934.9148,0.7933753,1333.3334,240000.0,180.0,15000.0,,3744.0,0.0002440096,0.1,2.1872745 +3338.1,2951.0422,1.0105125,1344.086,250000.0,186.0,15625.0,,3904.0,0.0002437536,0.1,2.090459 +3296.2,2964.3176,0.65867656,1354.1666,260000.0,192.0,16250.0,,4032.0,0.0002435488,0.1,2.0710783 +3242.6,2974.6245,1.3084692,1350.0,270000.0,200.0,16875.0,,4192.0,0.0002432928,0.1,1.9780772 +3250.3,2984.47,0.9539789,1352.657,280000.0,207.0,17500.0,,4352.0,0.0002430368,0.1,1.8821313 +3202.3,2991.9812,0.5579861,1355.1401,290000.0,214.0,18125.0,,4512.0,0.0002427808,0.1,2.2657752 +3169.6,2997.9019,1.3394973,1351.3513,300000.0,222.0,18750.0,,4672.0,0.0002425248,0.1,2.1557376 +3208.3,3004.6887,1.2472069,1347.826,310000.0,230.0,19375.0,,4832.0,0.0002422688,0.1,2.041626 +3214.8,3011.255,0.9511047,1344.5378,320000.0,238.0,20000.0,,4992.0,0.0002420128,0.1,1.9185201 +3291.8,3019.756,0.86640173,1341.4634,330000.0,246.0,20625.0,,5152.0,0.0002417568,0.1,1.8290637 +3387.7,3030.5781,0.87069964,1343.8735,340000.0,253.0,21250.0,,5312.0,0.0002415008,0.1,2.0801086 +3364.6,3040.1216,1.3719894,1346.1538,350000.0,260.0,21875.0,,5440.0,0.000241296,0.1,1.7639527 +3450.2,3051.5127,0.77198255,1343.2836,360000.0,268.0,22500.0,,5600.0,0.00024104,0.1,1.9674199 +3528.9,3064.415,1.1566538,1345.4546,370000.0,275.0,23125.0,,5760.0,0.000240784,0.1,1.8106501 +3694.2,3080.9885,1.1541657,1342.7562,380000.0,283.0,23750.0,,5920.0,0.000240528,0.1,1.7470355 +3804.0,3099.5273,1.1837486,1344.8276,390000.0,290.0,24375.0,,6080.0,0.000240272,0.1,1.7397931 +3899.4,3119.524,1.0817671,1346.8014,400000.0,297.0,25000.0,,6240.0,0.000240016,0.1,1.8703864 +3951.6,3139.8184,0.57130605,1348.6842,410000.0,304.0,25625.0,,6400.0,0.00023976,0.1,2.0581384 +3937.2,3158.8035,1.0211815,1350.4823,420000.0,311.0,26250.0,,6560.0,0.000239504,0.1,2.1310515 +3924.2,3176.6035,1.1958625,1352.2013,430000.0,318.0,26875.0,,6688.0,0.0002392992,0.1,2.0878835 +3976.1,3194.7737,0.9727038,1353.8462,440000.0,325.0,27500.0,,6848.0,0.0002390432,0.1,1.9035965 +3894.6,3210.3254,0.75245655,1351.3513,450000.0,333.0,28125.0,,7008.0,0.0002387872,0.1,2.110504 +3920.3,3225.7595,1.3475052,1356.9321,460000.0,339.0,28750.0,,7168.0,0.0002385312,0.1,1.9502273 +4000.2,3242.237,0.6110118,1358.3815,470000.0,346.0,29375.0,,7328.0,0.0002382752,0.1,2.1948118 +3994.3,3257.9053,0.9290126,1359.7733,480000.0,353.0,30000.0,,7488.0,0.0002380192,0.1,1.8420781 +4060.7,3274.2888,0.8521987,1361.1111,490000.0,360.0,30625.0,,7648.0,0.0002377632,0.1,2.2807984 +4110.8,3291.019,0.96170354,1366.1202,500000.0,366.0,31250.0,,7808.0,0.0002375072,0.1,1.8705735 +4148.7,3307.8364,0.7281929,1367.2922,510000.0,373.0,31875.0,,7968.0,0.0002372512,0.1,1.9273043 +4267.2,3326.2856,0.5539743,1372.0316,520000.0,379.0,32500.0,,8096.0,0.0002370464,0.1,2.0158062 +4349.3,3345.588,0.8073808,1369.509,530000.0,387.0,33125.0,,8256.0,0.0002367904,0.1,1.7420303 +4523.9,3367.4084,0.41833156,1370.5583,540000.0,394.0,33750.0,,8416.0,0.0002365344,0.1,1.8876435 +4580.8,3389.4702,1.0112736,1371.571,550000.0,401.0,34375.0,,8576.0,0.0002362784,0.1,1.5395888 +4796.7,3414.5994,0.7014119,1372.5491,560000.0,408.0,35000.0,,8736.0,0.0002360224,0.1,1.9932557 +4859.6,3439.9502,1.0821475,1373.494,570000.0,415.0,35625.0,,8896.0,0.0002357664,0.1,1.4188282 +5015.3,3467.1113,1.0390477,1374.4076,580000.0,422.0,36250.0,,9056.0,0.0002355104,0.1,1.5605385 +5150.1,3495.6365,1.0181961,1375.2914,590000.0,429.0,36875.0,,9216.0,0.0002352544,0.1,1.6516571 +5201.9,3524.0742,0.92570746,1379.3103,600000.0,435.0,37500.0,,9344.0,0.0002350496,0.1,1.5971802 +5363.4,3554.2273,0.7149728,1380.0905,610000.0,442.0,38125.0,,9504.0,0.0002347936,0.1,1.9005929 +5393.0,3583.8848,0.8070898,1380.8463,620000.0,449.0,38750.0,,9664.0,0.0002345376,0.1,1.4244844 +5501.8,3614.328,0.6900041,1381.579,630000.0,456.0,39375.0,,9824.0,0.0002342816,0.1,1.8356004 +5576.4,3644.9854,1.4441767,1382.2894,640000.0,463.0,40000.0,,9984.0,0.0002340256,0.1,1.5958365 +5619.5,3675.3625,0.9412886,1382.9788,650000.0,470.0,40625.0,,10144.0,0.0002337696,0.1,1.8363578 +5635.2,3705.0571,1.4805607,1383.6478,660000.0,477.0,41250.0,,10304.0,0.0002335136,0.1,1.4978807 +5652.4,3734.122,1.2306199,1387.1636,670000.0,483.0,41875.0,,10464.0,0.0002332576,0.1,1.487544 +5824.2,3764.8584,1.2779509,1387.7551,680000.0,490.0,42500.0,,10624.0,0.0002330016,0.1,1.6703541 +5787.0,3794.1648,1.0537505,1388.33,690000.0,497.0,43125.0,,10752.0,0.0002327968,0.1,1.5074594 +5812.3,3822.9956,0.73811394,1388.8889,700000.0,504.0,43750.0,,10912.0,0.0002325408,0.1,1.5210788 +5870.4,3851.8323,1.2240906,1389.4325,710000.0,511.0,44375.0,,11072.0,0.0002322848,0.1,1.2795784 +5842.0,3879.4731,1.1007043,1389.9614,720000.0,518.0,45000.0,,11232.0,0.0002320288,0.1,1.638371 +5879.6,3906.872,1.5416703,1390.4762,730000.0,525.0,45625.0,,11392.0,0.0002317728,0.1,1.5134382 +5921.1,3934.0913,1.9109846,1390.9774,740000.0,532.0,46250.0,,11552.0,0.0002315168,0.1,1.631604 +5934.4,3960.762,1.0340515,1391.4657,750000.0,539.0,46875.0,,11712.0,0.0002312608,0.1,1.8136969 +5931.6,3986.694,1.4036316,1389.3967,760000.0,547.0,47500.0,,11872.0,0.0002310048,0.1,1.7595673 +5870.1,4011.1538,1.2798817,1389.8917,770000.0,554.0,48125.0,,12000.0,0.0002308,0.1,1.8211012 +5858.6,4034.8389,0.5438212,1390.3744,780000.0,561.0,48750.0,,12160.0,0.000230544,0.1,1.7205172 +5840.4,4057.6943,0.9282963,1390.8451,790000.0,568.0,49375.0,,12320.0,0.000230288,0.1,1.646223 +5905.4,4080.7905,0.6712875,1391.3043,800000.0,575.0,50000.0,,12480.0,0.000230032,0.1,1.6935184 +5887.6,4103.0967,0.803436,1389.3654,810000.0,583.0,50625.0,,12640.0,0.000229776,0.1,1.7277584 +5893.7,4124.933,1.6395754,1389.8306,820000.0,590.0,51250.0,,12800.0,0.00022952,0.1,1.634546 +5959.8,4147.0405,0.79396826,1390.2848,830000.0,597.0,51875.0,,12960.0,0.000229264,0.1,1.8415195 +5895.0,4167.849,2.3889227,1390.7285,840000.0,604.0,52500.0,,13120.0,0.000229008,0.1,1.5148375 +5824.5,4187.3394,0.86871946,1391.162,850000.0,611.0,53125.0,,13280.0,0.000228752,0.1,1.6923357 +5831.6,4206.4585,0.9093691,1393.8412,860000.0,617.0,53750.0,,13408.0,0.0002285472,0.1,1.7280114 +5725.4,4223.918,0.7003162,1394.2307,870000.0,624.0,54375.0,,13568.0,0.0002282912,0.1,1.9127867 +5643.7,4240.052,0.9088035,1394.6117,880000.0,631.0,55000.0,,13728.0,0.0002280352,0.1,1.7930658 +5652.3,4255.92,1.0349168,1394.9844,890000.0,638.0,55625.0,,13888.0,0.0002277792,0.1,1.7870181 +5674.0,4271.6763,1.0761083,1395.3489,900000.0,645.0,56250.0,,14048.0,0.0002275232,0.1,1.7467375 +5605.6,4286.335,1.1018468,1395.7056,910000.0,652.0,56875.0,,14208.0,0.0002272672,0.1,1.8373029 +5594.9,4300.5586,1.0794369,1396.0547,920000.0,659.0,57500.0,,14368.0,0.0002270112,0.1,1.5533077 +5597.4,4314.503,1.309445,1396.3964,930000.0,666.0,58125.0,,14528.0,0.0002267552,0.1,1.612016 +5602.3,4328.203,0.7326578,1398.8096,940000.0,672.0,58750.0,,14656.0,0.0002265504,0.1,1.8837851 +5574.0,4341.317,0.8979733,1399.1163,950000.0,679.0,59375.0,,14816.0,0.0002262944,0.1,1.7288787 +5562.0,4354.0317,0.8251142,1399.4169,960000.0,686.0,60000.0,,14976.0,0.0002260384,0.1,1.7314419 +5509.7,4365.946,0.882948,1399.7114,970000.0,693.0,60625.0,,15136.0,0.0002257824,0.1,1.7661667 +5551.9,4378.0474,0.5248184,1400.0,980000.0,700.0,61250.0,,15296.0,0.0002255264,0.1,1.9540014 +5527.4,4389.657,0.82255334,1400.2828,990000.0,707.0,61875.0,,15456.0,0.0002252704,0.1,1.7535548 +5583.7,4401.5977,0.6575071,1400.5602,1000000.0,714.0,62500.0,,15616.0,0.0002250144,0.1,1.9607093 +5561.1,4456.609,1.2445041,1400.8322,1010000.0,721.0,63125.0,,15776.0,0.0002247584,0.1,1.8357892 +5647.6,4499.1245,0.39843258,1401.0989,1020000.0,728.0,63750.0,,15936.0,0.0002245024,0.1,2.0438013 +5658.9,4533.907,0.7626885,1401.3606,1030000.0,735.0,64375.0,,16064.0,0.0002242976,0.1,1.7572712 +5610.4,4566.6763,0.657699,1401.6173,1040000.0,742.0,65000.0,,16224.0,0.0002240416,0.1,1.9172515 +5733.0,4596.238,0.8654511,1401.8691,1050000.0,749.0,65625.0,,16384.0,0.0002237856,0.1,1.7029512 +5666.0,4625.07,0.5824489,1403.9735,1060000.0,755.0,66250.0,,16544.0,0.0002235296,0.1,1.7263448 +5626.0,4651.747,0.7874538,1404.1995,1070000.0,762.0,66875.0,,16704.0,0.0002232736,0.1,1.5750854 +5633.5,4678.1646,0.8950786,1404.4214,1080000.0,769.0,67500.0,,16864.0,0.0002230176,0.1,1.8344452 +5637.7,4704.1074,0.6677579,1404.6392,1090000.0,776.0,68125.0,,17024.0,0.0002227616,0.1,1.8252988 +5675.7,4729.6235,1.0302708,1404.8531,1100000.0,783.0,68750.0,,17184.0,0.0002225056,0.1,1.818728 +5687.8,4755.0474,1.044508,1406.8441,1110000.0,789.0,69375.0,,17312.0,0.0002223008,0.1,1.6624463 +5653.1,4779.525,1.159661,1405.2698,1120000.0,797.0,70000.0,,17472.0,0.0002220448,0.1,1.9148611 +5653.3,4804.1235,1.7549143,1405.4727,1130000.0,804.0,70625.0,,17632.0,0.0002217888,0.1,1.5610871 +5733.9,4829.554,0.8383492,1403.9409,1140000.0,812.0,71250.0,,17792.0,0.0002215328,0.1,1.5637376 +5780.1,4854.7104,0.73735005,1402.439,1150000.0,820.0,71875.0,,17952.0,0.0002212768,0.1,1.4266771 +5777.8,4878.932,0.86415774,1404.3584,1160000.0,826.0,72500.0,,18112.0,0.0002210208,0.1,1.5792297 +5817.8,4902.8013,0.559872,1404.5618,1170000.0,833.0,73125.0,,18272.0,0.0002207648,0.1,1.5713658 +5735.5,4925.599,0.5821819,1404.762,1180000.0,840.0,73750.0,,18432.0,0.0002205088,0.1,1.7797168 +5736.1,4948.5864,0.79171234,1404.9586,1190000.0,847.0,74375.0,,18592.0,0.0002202528,0.1,1.7885987 +5702.1,4971.125,1.0998865,1405.1522,1200000.0,854.0,75000.0,,18720.0,0.000220048,0.1,1.5706501 +5783.7,4994.6157,1.3140478,1403.7123,1210000.0,862.0,75625.0,,18880.0,0.000219792,0.1,1.846935 +5798.0,5018.1504,0.7562296,1402.2988,1220000.0,870.0,76250.0,,19040.0,0.000219536,0.1,1.6937304 +5790.7,5041.9897,1.4083192,1402.5085,1230000.0,877.0,76875.0,,19200.0,0.00021928,0.1,1.5148902 +5806.9,5066.2847,0.6786234,1401.1299,1240000.0,885.0,77500.0,,19360.0,0.000219024,0.1,1.474797 +5849.4,5091.398,0.8550625,1401.3453,1250000.0,892.0,78125.0,,19520.0,0.000218768,0.1,1.694931 +5964.1,5118.0767,1.0326245,1401.5573,1260000.0,899.0,78750.0,,19680.0,0.000218512,0.1,1.7947454 +5901.6,5144.667,0.6773773,1401.766,1270000.0,906.0,79375.0,,19840.0,0.000218256,0.1,1.7639174 +5969.6,5171.86,0.9269683,1401.9716,1280000.0,913.0,80000.0,,20000.0,0.000218,0.1,1.7325767 +6046.5,5200.302,0.9235967,1403.6997,1290000.0,919.0,80625.0,,20128.0,0.0002177952,0.1,1.7086313 +6006.1,5228.6665,1.4674454,1403.8877,1300000.0,926.0,81250.0,,20288.0,0.0002175392,0.1,1.5955434 +6028.5,5256.8687,0.56486547,1404.0729,1310000.0,933.0,81875.0,,20448.0,0.0002172832,0.1,1.6556864 +6099.0,5285.7114,0.82427704,1404.2554,1320000.0,940.0,82500.0,,20608.0,0.0002170272,0.1,1.6671734 +6213.7,5314.929,0.6870934,1404.435,1330000.0,947.0,83125.0,,20768.0,0.0002167712,0.1,1.5406978 +6248.9,5343.542,0.6299877,1404.6122,1340000.0,954.0,83750.0,,20928.0,0.0002165152,0.1,1.8483278 +6216.9,5372.0645,1.615903,1404.7866,1350000.0,961.0,84375.0,,21088.0,0.0002162592,0.1,1.9037644 +6182.4,5399.386,1.0983173,1406.4116,1360000.0,967.0,85000.0,,21248.0,0.0002160032,0.1,1.9084468 +6134.4,5425.442,0.92731166,1406.5708,1370000.0,974.0,85625.0,,21376.0,0.0002157984,0.1,1.4816543 +6165.2,5450.1514,0.5601214,1406.7278,1380000.0,981.0,86250.0,,21536.0,0.0002155424,0.1,1.6384416 +6177.3,5473.885,0.7482193,1406.8826,1390000.0,988.0,86875.0,,21696.0,0.0002152864,0.1,1.5040591 +6189.5,5496.786,1.2381637,1407.0352,1400000.0,995.0,87500.0,,21856.0,0.0002150304,0.1,1.697319 +6202.0,5519.29,0.65179956,1407.1857,1410000.0,1002.0,88125.0,,22016.0,0.0002147744,0.1,1.534936 +6145.6,5541.3745,1.0173004,1405.9406,1420000.0,1010.0,88750.0,,22176.0,0.0002145184,0.1,1.7209631 +6127.3,5563.406,0.7407903,1406.0963,1430000.0,1017.0,89375.0,,22336.0,0.0002142624,0.1,1.7722604 +6126.4,5584.908,1.9253459,1406.25,1440000.0,1024.0,90000.0,,22496.0,0.0002140064,0.1,1.6156924 +6086.6,5606.8286,1.2700498,1406.4016,1450000.0,1031.0,90625.0,,22656.0,0.0002137504,0.1,1.5907187 +6114.8,5628.773,0.86373293,1407.9075,1460000.0,1037.0,91250.0,,22784.0,0.0002135456,0.1,1.2688656 +6144.5,5650.216,0.6731029,1408.046,1470000.0,1044.0,91875.0,,22944.0,0.0002132896,0.1,1.4433191 +6168.8,5671.9614,0.78442806,1408.1827,1480000.0,1051.0,92500.0,,23104.0,0.0002130336,0.1,1.4419938 +6270.5,5694.0596,0.78950375,1409.6499,1490000.0,1057.0,93125.0,,23264.0,0.0002127776,0.1,1.6141957 +6430.4,5717.2544,0.5794786,1409.7744,1500000.0,1064.0,93750.0,,23424.0,0.0002125216,0.1,1.5111465 +6473.6,5740.5044,1.4310913,1409.8973,1510000.0,1071.0,94375.0,,23584.0,0.0002122656,0.1,1.6278665 +6520.0,5763.0317,1.2678089,1410.0186,1520000.0,1078.0,95000.0,,23744.0,0.0002120096,0.1,1.6706213 +6471.7,5784.256,0.750722,1408.8397,1530000.0,1086.0,95625.0,,23904.0,0.0002117536,0.1,1.7295097 +6493.1,5803.948,1.0987442,1407.6782,1540000.0,1094.0,96250.0,,24032.0,0.0002115488,0.1,1.9893034 +6467.3,5822.813,1.9418305,1407.811,1550000.0,1101.0,96875.0,,24192.0,0.0002112928,0.1,1.6886129 +6557.8,5840.4243,0.7393405,1406.6727,1560000.0,1109.0,97500.0,,24352.0,0.0002110368,0.1,1.6778213 +6601.5,5857.8438,2.0782688,1405.5505,1570000.0,1117.0,98125.0,,24512.0,0.0002107808,0.1,1.5461669 +6672.7,5874.417,1.3099507,1405.694,1580000.0,1124.0,98750.0,,24672.0,0.0002105248,0.1,1.801754 +6708.6,5890.0024,0.71107566,1404.5936,1590000.0,1132.0,99375.0,,24832.0,0.0002102688,0.1,1.5620147 +6659.2,5904.575,1.3711295,1403.5088,1600000.0,1140.0,100000.0,,24992.0,0.0002100128,0.1,1.8351922 +6610.1,5917.0425,1.4773575,1403.6617,1610000.0,1147.0,100625.0,,25152.0,0.0002097568,0.1,1.5898707 +6614.8,5929.2607,0.99576575,1405.0304,1620000.0,1153.0,101250.0,,25312.0,0.0002095008,0.1,1.6685754 +6600.2,5940.244,1.3468455,1405.1724,1630000.0,1160.0,101875.0,,25440.0,0.000209296,0.1,1.353039 +6558.6,5950.067,0.98063594,1405.3127,1640000.0,1167.0,102500.0,,25600.0,0.00020904,0.1,1.5992407 +6581.7,5959.688,1.2389659,1405.4514,1650000.0,1174.0,103125.0,,25760.0,0.000208784,0.1,1.2790248 +6543.0,5968.766,1.0205377,1405.5885,1660000.0,1181.0,103750.0,,25920.0,0.000208528,0.1,1.593343 +6661.1,5978.8535,0.9344147,1404.5416,1670000.0,1189.0,104375.0,,26080.0,0.000208272,0.1,1.6438471 +6666.6,5987.2773,1.4666208,1404.6823,1680000.0,1196.0,105000.0,,26240.0,0.000208016,0.1,1.5672377 +6672.6,5996.134,0.68352634,1404.8213,1690000.0,1203.0,105625.0,,26400.0,0.00020776,0.1,1.6016324 +6587.0,6003.8813,0.5229699,1404.9586,1700000.0,1210.0,106250.0,,26560.0,0.000207504,0.1,1.7075754 +6606.0,6011.2363,1.0478839,1406.25,1710000.0,1216.0,106875.0,,26688.0,0.0002072992,0.1,1.6025798 +6604.5,6018.8613,1.5653636,1405.2288,1720000.0,1224.0,107500.0,,26848.0,0.0002070432,0.1,1.646388 +6643.3,6026.498,0.89743733,1405.3615,1730000.0,1231.0,108125.0,,27008.0,0.0002067872,0.1,1.5841097 +6661.1,6033.898,1.2418991,1405.4927,1740000.0,1238.0,108750.0,,27168.0,0.0002065312,0.1,1.8312919 +6681.0,6041.3643,1.1397771,1404.4944,1750000.0,1246.0,109375.0,,27328.0,0.0002062752,0.1,1.5802298 +6608.3,6048.1313,1.1467953,1404.6289,1760000.0,1253.0,110000.0,,27488.0,0.0002060192,0.1,1.651366 +6614.0,6055.571,1.1310177,1404.762,1770000.0,1260.0,110625.0,,27648.0,0.0002057632,0.1,1.4111335 +6620.6,6063.1904,0.78786594,1404.8934,1780000.0,1267.0,111250.0,,27808.0,0.0002055072,0.1,1.4879328 +6635.8,6071.145,0.88125604,1405.0236,1790000.0,1274.0,111875.0,,27968.0,0.0002052512,0.1,1.3677131 +6672.8,6078.819,1.2471243,1406.25,1800000.0,1280.0,112500.0,,28096.0,0.0002050464,0.1,1.640246 +6651.8,6086.4604,1.4428918,1405.2795,1810000.0,1288.0,113125.0,,28256.0,0.0002047904,0.1,1.5412414 +6669.4,6094.217,0.6241607,1405.4054,1820000.0,1295.0,113750.0,,28416.0,0.0002045344,0.1,1.2370181 +6705.6,6101.675,0.58197653,1405.5299,1830000.0,1302.0,114375.0,,28576.0,0.0002042784,0.1,1.4448647 +6767.1,6110.3965,1.2169793,1406.7278,1840000.0,1308.0,115000.0,,28736.0,0.0002040224,0.1,1.5965872 +6729.3,6119.4443,1.1662713,1406.8441,1850000.0,1315.0,115625.0,,28896.0,0.0002037664,0.1,1.6599739 +6645.0,6127.578,0.9257058,1405.8958,1860000.0,1323.0,116250.0,,29056.0,0.0002035104,0.1,1.4304523 +6598.5,6136.3096,1.0730137,1407.073,1870000.0,1329.0,116875.0,,29216.0,0.0002032544,0.1,1.6062744 +6611.3,6145.985,0.82949746,1407.1857,1880000.0,1336.0,117500.0,,29344.0,0.0002030496,0.1,1.5120265 +6599.5,6155.457,2.0743492,1407.2971,1890000.0,1343.0,118125.0,,29504.0,0.0002027936,0.1,1.5984217 +6648.7,6165.2036,0.88360786,1407.4073,1900000.0,1350.0,118750.0,,29664.0,0.0002025376,0.1,1.7331771 +6671.0,6175.858,2.1351116,1405.4452,1910000.0,1359.0,119375.0,,29824.0,0.0002022816,0.1,1.4089489 +6602.8,6185.937,0.59559405,1404.5355,1920000.0,1367.0,120000.0,,29984.0,0.0002020256,0.1,1.5851331 +6545.9,6195.4214,1.1387827,1404.658,1930000.0,1374.0,120625.0,,30144.0,0.0002017696,0.1,1.4349136 +6523.1,6204.63,0.87039983,1404.7792,1940000.0,1381.0,121250.0,,30304.0,0.0002015136,0.1,1.678052 +6468.0,6213.57,1.4890978,1403.8877,1950000.0,1389.0,121875.0,,30464.0,0.0002012576,0.1,1.719378 +6432.1,6222.2715,0.36944616,1404.0115,1960000.0,1396.0,122500.0,,30624.0,0.0002010016,0.1,1.7445936 +6429.7,6231.471,0.5984658,1403.1339,1970000.0,1404.0,123125.0,,30752.0,0.0002007968,0.1,1.7474114 +6370.3,6239.655,1.1898735,1403.2601,1980000.0,1411.0,123750.0,,30912.0,0.0002005408,0.1,1.6300855 +6416.1,6248.5425,1.309671,1402.396,1990000.0,1419.0,124375.0,,31072.0,0.0002002848,0.1,1.5995303 +6425.3,6256.958,1.0356791,1402.5245,2000000.0,1426.0,125000.0,,31232.0,0.0002000288,0.1,1.536762 +6430.4,6265.6514,1.1815995,1403.6312,2010000.0,1432.0,125625.0,,31392.0,0.0001997728,0.1,1.6539326 +6404.3,6273.2183,0.7670571,1403.7526,2020000.0,1439.0,126250.0,,31552.0,0.0001995168,0.1,1.6689868 +6434.0,6280.9688,0.55751735,1403.8728,2030000.0,1446.0,126875.0,,31712.0,0.0001992608,0.1,1.7454662 +6467.3,6289.538,0.56963867,1403.9917,2040000.0,1453.0,127500.0,,31872.0,0.0001990048,0.1,1.7005187 +6457.6,6296.785,1.3389429,1405.072,2050000.0,1459.0,128125.0,,32000.0,0.0001988,0.1,1.706831 +6490.5,6305.0293,0.96951985,1405.1842,2060000.0,1466.0,128750.0,,32160.0,0.000198544,0.1,1.7961969 +6484.5,6313.6143,0.7083093,1405.2953,2070000.0,1473.0,129375.0,,32320.0,0.000198288,0.1,1.61848 +6443.8,6321.7183,1.2697777,1405.4054,2080000.0,1480.0,130000.0,,32480.0,0.000198032,0.1,1.7043915 +6426.5,6329.6055,1.1541324,1405.5144,2090000.0,1487.0,130625.0,,32640.0,0.000197776,0.1,1.6019502 +6454.5,6337.393,0.81880647,1405.6224,2100000.0,1494.0,131250.0,,32800.0,0.00019752,0.1,1.4802496 +6424.0,6344.756,0.52407414,1404.7936,2110000.0,1502.0,131875.0,,32960.0,0.000197264,0.1,1.6310549 +6402.9,6352.2524,0.76377106,1404.9039,2120000.0,1509.0,132500.0,,33120.0,0.000197008,0.1,1.6165085 +6473.2,6360.4517,0.55767536,1404.087,2130000.0,1517.0,133125.0,,33280.0,0.000196752,0.1,1.8112074 +6484.7,6367.9595,0.9514849,1405.1215,2140000.0,1523.0,133750.0,,33408.0,0.0001965472,0.1,1.6067644 +6509.7,6375.256,0.74683523,1405.2288,2150000.0,1530.0,134375.0,,33568.0,0.0001962912,0.1,1.4052811 +6527.0,6382.7476,0.7875845,1405.3351,2160000.0,1537.0,135000.0,,33728.0,0.0001960352,0.1,1.6222624 +6560.8,6390.178,1.509084,1406.3513,2170000.0,1543.0,135625.0,,33888.0,0.0001957792,0.1,1.551722 +6516.9,6397.9917,0.725648,1406.4517,2180000.0,1550.0,136250.0,,34048.0,0.0001955232,0.1,1.5201237 +6468.8,6405.3193,1.3527571,1406.551,2190000.0,1557.0,136875.0,,34208.0,0.0001952672,0.1,1.5230188 +6512.7,6413.425,1.5957158,1406.6497,2200000.0,1564.0,137500.0,,34368.0,0.0001950112,0.1,1.5984505 +6512.9,6420.7163,0.66984737,1406.7473,2210000.0,1571.0,138125.0,,34528.0,0.0001947552,0.1,1.4971151 +6510.2,6427.839,0.660628,1407.7362,2220000.0,1577.0,138750.0,,34656.0,0.0001945504,0.1,1.4549466 +6597.4,6435.906,0.7427505,1407.8282,2230000.0,1584.0,139375.0,,34816.0,0.0001942944,0.1,1.5185307 +6628.1,6444.118,0.77673346,1407.9196,2240000.0,1591.0,140000.0,,34976.0,0.0001940384,0.1,1.4957213 +6687.9,6452.503,0.6357554,1408.01,2250000.0,1598.0,140625.0,,35136.0,0.0001937824,0.1,1.8094155 +6679.6,6459.658,0.720584,1408.0997,2260000.0,1605.0,141250.0,,35296.0,0.0001935264,0.1,1.4083288 +6670.0,6467.3423,1.0464997,1409.0627,2270000.0,1611.0,141875.0,,35456.0,0.0001932704,0.1,1.5257032 +6625.6,6473.9023,0.8307581,1409.1471,2280000.0,1618.0,142500.0,,35616.0,0.0001930144,0.1,1.4538704 +6563.0,6479.0674,1.3791976,1408.3641,2290000.0,1626.0,143125.0,,35776.0,0.0001927584,0.1,1.4018664 +6488.2,6483.888,0.42406946,1408.4507,2300000.0,1633.0,143750.0,,35936.0,0.0001925024,0.1,1.6251553 +6472.0,6488.323,1.9239346,1409.396,2310000.0,1639.0,144375.0,,36064.0,0.0001922976,0.1,1.5238035 +6514.6,6492.4795,1.470154,1409.4775,2320000.0,1646.0,145000.0,,36224.0,0.0001920416,0.1,1.8732848 +6557.8,6495.9204,1.5034757,1409.5583,2330000.0,1653.0,145625.0,,36384.0,0.0001917856,0.1,1.4342341 +6570.8,6499.14,0.8693203,1409.6385,2340000.0,1660.0,146250.0,,36544.0,0.0001915296,0.1,1.6490669 +6540.3,6502.3735,1.6127192,1409.718,2350000.0,1667.0,146875.0,,36704.0,0.0001912736,0.1,1.7523166 +6528.4,6505.833,0.93368083,1409.7969,2360000.0,1674.0,147500.0,,36864.0,0.0001910176,0.1,1.6350231 +6569.0,6510.179,0.57742435,1409.8751,2370000.0,1681.0,148125.0,,37024.0,0.0001907616,0.1,1.4284102 +6531.3,6513.84,0.5409554,1409.9526,2380000.0,1688.0,148750.0,,37184.0,0.0001905056,0.1,1.3330883 +6554.5,6517.612,0.5963098,1410.0295,2390000.0,1695.0,149375.0,,37312.0,0.0001903008,0.1,1.6402869 +6566.4,6521.381,0.5675756,1410.1057,2400000.0,1702.0,150000.0,,37472.0,0.0001900448,0.1,1.6166341 +6622.9,6525.5894,0.90237874,1409.3567,2410000.0,1710.0,150625.0,,37632.0,0.0001897888,0.1,1.5215615 +6662.2,6530.755,0.6348304,1409.435,2420000.0,1717.0,151250.0,,37792.0,0.0001895328,0.1,1.6410402 +6682.4,6536.3057,0.8306455,1409.5128,2430000.0,1724.0,151875.0,,37952.0,0.0001892768,0.1,1.6993613 +6755.0,6542.592,0.44894323,1409.5898,2440000.0,1731.0,152500.0,,38112.0,0.0001890208,0.1,1.6861427 +6831.1,6550.0376,1.6385076,1408.8557,2450000.0,1739.0,153125.0,,38272.0,0.0001887648,0.1,1.5286553 +6856.2,6557.4517,0.5245771,1408.9347,2460000.0,1746.0,153750.0,,38432.0,0.0001885088,0.1,1.4452395 +6853.9,6564.5454,0.6838313,1409.0131,2470000.0,1753.0,154375.0,,38592.0,0.0001882528,0.1,1.6841743 +6824.4,6571.101,1.4500626,1409.091,2480000.0,1760.0,155000.0,,38720.0,0.000188048,0.1,1.5260935 +6848.8,6576.8843,0.78985804,1408.3711,2490000.0,1768.0,155625.0,,38880.0,0.000187792,0.1,1.5820475 +6834.5,6580.926,1.1486276,1407.6577,2500000.0,1776.0,156250.0,,39040.0,0.000187536,0.1,1.2899226 +6896.0,6585.1494,1.2916284,1406.9507,2510000.0,1784.0,156875.0,,39200.0,0.00018728,0.1,1.4561538 +6879.8,6588.748,1.2475673,1407.0352,2520000.0,1791.0,157500.0,,39360.0,0.000187024,0.1,1.4006282 +6882.0,6592.851,0.8432174,1406.3369,2530000.0,1799.0,158125.0,,39520.0,0.000186768,0.1,1.7774419 +6864.0,6596.5605,0.90138394,1405.6448,2540000.0,1807.0,158750.0,,39680.0,0.000186512,0.1,1.5362625 +6818.7,6600.0737,0.5572489,1405.7332,2550000.0,1814.0,159375.0,,39840.0,0.000186256,0.1,1.8071159 +6794.6,6602.4424,0.59847623,1405.8209,2560000.0,1821.0,160000.0,,40000.0,0.000186,0.1,1.8565239 +6795.0,6604.3774,0.9156399,1405.1394,2570000.0,1829.0,160625.0,,40128.0,0.0001857952,0.1,1.738637 +6846.5,6606.1157,0.9286511,1405.2288,2580000.0,1836.0,161250.0,,40288.0,0.0001855392,0.1,1.5610965 +6791.1,6606.94,0.62817943,1405.3174,2590000.0,1843.0,161875.0,,40448.0,0.0001852832,0.1,1.639519 +6840.4,6608.7524,0.54012805,1405.4054,2600000.0,1850.0,162500.0,,40608.0,0.0001850272,0.1,1.6391087 +6822.7,6610.878,0.84952843,1405.4927,2610000.0,1857.0,163125.0,,40768.0,0.0001847712,0.1,1.7908369 +6797.2,6612.7017,0.95112956,1405.5793,2620000.0,1864.0,163750.0,,40928.0,0.0001845152,0.1,1.6011016 +6832.3,6615.0225,0.7440364,1406.4171,2630000.0,1870.0,164375.0,,41088.0,0.0001842592,0.1,1.7941555 +6864.9,6618.0854,1.3875817,1405.7509,2640000.0,1878.0,165000.0,,41248.0,0.0001840032,0.1,1.6762002 +6863.3,6620.902,0.5152492,1406.5818,2650000.0,1884.0,165625.0,,41376.0,0.0001837984,0.1,1.734062 +6874.1,6624.214,0.85814846,1406.6631,2660000.0,1891.0,166250.0,,41536.0,0.0001835424,0.1,1.7849956 +6856.4,6626.1655,0.7994013,1406.7439,2670000.0,1898.0,166875.0,,41696.0,0.0001832864,0.1,1.5181385 +6874.8,6628.2485,0.4705317,1407.563,2680000.0,1904.0,167500.0,,41856.0,0.0001830304,0.1,1.7330334 +6891.5,6630.437,1.4130888,1407.64,2690000.0,1911.0,168125.0,,42016.0,0.0001827744,0.1,1.627406 +6870.1,6633.268,0.39769143,1408.4507,2700000.0,1917.0,168750.0,,42176.0,0.0001825184,0.1,1.8949817 +6892.9,6636.1367,1.1395242,1408.5239,2710000.0,1924.0,169375.0,,42336.0,0.0001822624,0.1,1.7135367 +6782.1,6637.913,0.40770882,1408.5966,2720000.0,1931.0,170000.0,,42496.0,0.0001820064,0.1,2.0952048 +6813.5,6639.615,0.9310298,1408.6687,2730000.0,1938.0,170625.0,,42656.0,0.0001817504,0.1,1.6331416 +6771.4,6640.7173,0.802984,1409.465,2740000.0,1944.0,171250.0,,42784.0,0.0001815456,0.1,1.8916724 +6771.1,6641.619,0.9631654,1409.5336,2750000.0,1951.0,171875.0,,42944.0,0.0001812896,0.1,1.5148036 +6781.1,6643.3467,0.87664855,1409.6017,2760000.0,1958.0,172500.0,,43104.0,0.0001810336,0.1,1.6114136 +6801.7,6645.2246,1.6449662,1409.6692,2770000.0,1965.0,173125.0,,43264.0,0.0001807776,0.1,1.6781467 +6800.6,6647.0244,0.86981434,1409.7363,2780000.0,1972.0,173750.0,,43424.0,0.0001805216,0.1,1.5474643 +6791.2,6648.578,0.84752506,1409.803,2790000.0,1979.0,174375.0,,43584.0,0.0001802656,0.1,1.6405454 +6785.3,6649.703,1.795133,1409.1595,2800000.0,1987.0,175000.0,,43744.0,0.0001800096,0.1,1.7171971 +6829.7,6651.482,0.85223365,1409.2277,2810000.0,1994.0,175625.0,,43904.0,0.0001797536,0.1,1.5618472 +6846.3,6653.2515,0.89707285,1409.2954,2820000.0,2001.0,176250.0,,44032.0,0.0001795488,0.1,1.6388266 +6850.3,6654.698,0.640121,1410.0648,2830000.0,2007.0,176875.0,,44192.0,0.0001792928,0.1,1.6112711 +6861.7,6655.6436,0.6094698,1409.4293,2840000.0,2015.0,177500.0,,44352.0,0.0001790368,0.1,1.6824169 +6956.3,6657.9146,0.51530844,1408.7988,2850000.0,2023.0,178125.0,,44512.0,0.0001787808,0.1,1.7429252 +6971.2,6661.1763,1.0017506,1408.1733,2860000.0,2031.0,178750.0,,44672.0,0.0001785248,0.1,1.6813186 +6947.3,6664.6636,1.2570382,1408.2434,2870000.0,2038.0,179375.0,,44832.0,0.0001782688,0.1,1.7533133 +6990.9,6668.4595,1.4888088,1408.313,2880000.0,2045.0,180000.0,,44992.0,0.0001780128,0.1,1.5405234 +6954.0,6672.005,0.7458183,1408.3821,2890000.0,2052.0,180625.0,,45152.0,0.0001777568,0.1,1.7046638 +6889.1,6674.409,0.6777713,1408.4507,2900000.0,2059.0,181250.0,,45312.0,0.0001775008,0.1,1.6369059 +6810.1,6675.8,2.5014884,1408.5189,2910000.0,2066.0,181875.0,,45440.0,0.000177296,0.1,1.8050842 +6781.5,6677.5874,1.2048447,1408.5865,2920000.0,2073.0,182500.0,,45600.0,0.00017704,0.1,1.7629702 +6693.8,6679.067,0.5349824,1407.9769,2930000.0,2081.0,183125.0,,45760.0,0.000176784,0.1,1.5688704 +6694.6,6680.7817,0.7731547,1408.046,2940000.0,2088.0,183750.0,,45920.0,0.000176528,0.1,1.8782651 +6618.7,6682.288,0.6755938,1407.4427,2950000.0,2096.0,184375.0,,46080.0,0.000176272,0.1,1.887151 +6557.7,6683.5444,0.6436846,1407.5131,2960000.0,2103.0,185000.0,,46240.0,0.000176016,0.1,1.9229354 +6536.0,6684.607,2.1103225,1408.2504,2970000.0,2109.0,185625.0,,46400.0,0.00017576,0.1,1.8595996 +6537.7,6686.281,1.572676,1408.3176,2980000.0,2116.0,186250.0,,46560.0,0.000175504,0.1,1.7592483 +6521.9,6687.339,0.51568234,1408.3844,2990000.0,2123.0,186875.0,,46688.0,0.0001752992,0.1,1.7479535 +6537.9,6688.4644,0.7132108,1408.4507,3000000.0,2130.0,187500.0,,46848.0,0.0001750432,0.1,1.419047 +6548.1,6689.642,0.4602799,1408.5166,3010000.0,2137.0,188125.0,,47008.0,0.0001747872,0.1,1.7694445 +6531.7,6690.9155,1.0558187,1408.582,3020000.0,2144.0,188750.0,,47168.0,0.0001745312,0.1,1.4966125 +6560.3,6692.1787,0.6514502,1408.6471,3030000.0,2151.0,189375.0,,47328.0,0.0001742752,0.1,1.834945 +6588.7,6693.393,2.2456126,1408.0593,3040000.0,2159.0,190000.0,,47488.0,0.0001740192,0.1,1.6761057 +6583.4,6694.6504,1.2112665,1408.1256,3050000.0,2166.0,190625.0,,47648.0,0.0001737632,0.1,1.9111626 +6614.4,6695.89,1.2255659,1408.1914,3060000.0,2173.0,191250.0,,47808.0,0.0001735072,0.1,1.6234505 +6660.3,6697.6475,0.7373517,1408.2568,3070000.0,2180.0,191875.0,,47968.0,0.0001732512,0.1,1.8807812 +6697.8,6700.188,1.1104988,1408.9662,3080000.0,2186.0,192500.0,,48096.0,0.0001730464,0.1,2.0532231 +6697.9,6702.902,0.5923227,1409.0287,3090000.0,2193.0,193125.0,,48256.0,0.0001727904,0.1,1.5693029 +6728.8,6705.645,0.61538494,1409.091,3100000.0,2200.0,193750.0,,48416.0,0.0001725344,0.1,1.7328093 +6683.2,6708.237,0.6976956,1408.5145,3110000.0,2208.0,194375.0,,48576.0,0.0001722784,0.1,1.6449385 +6648.5,6710.6934,0.6212269,1408.5779,3120000.0,2215.0,195000.0,,48736.0,0.0001720224,0.1,1.7499373 +6669.0,6712.6514,1.138569,1408.6409,3130000.0,2222.0,195625.0,,48896.0,0.0001717664,0.1,1.5951028 +6659.0,6714.3936,0.6512289,1408.7035,3140000.0,2229.0,196250.0,,49056.0,0.0001715104,0.1,1.7709826 +6664.3,6715.94,0.4220355,1408.7656,3150000.0,2236.0,196875.0,,49216.0,0.0001712544,0.1,1.7226207 +6652.5,6717.195,0.94554657,1408.8275,3160000.0,2243.0,197500.0,,49344.0,0.0001710496,0.1,1.6626177 +6664.0,6718.227,0.8347409,1408.263,3170000.0,2251.0,198125.0,,49504.0,0.0001707936,0.1,1.6222388 +6714.8,6720.206,1.2142428,1408.3259,3180000.0,2258.0,198750.0,,49664.0,0.0001705376,0.1,1.6577889 +6724.1,6722.7593,0.9383482,1408.3885,3190000.0,2265.0,199375.0,,49824.0,0.0001702816,0.1,1.7050112 +6750.6,6725.138,1.4670568,1407.831,3200000.0,2273.0,200000.0,,49984.0,0.0001700256,0.1,1.7146693 +6770.2,6727.7114,0.72091264,1408.5125,3210000.0,2279.0,200625.0,,50144.0,0.0001697696,0.1,1.7781291 +6733.5,6729.9443,1.0540048,1408.574,3220000.0,2286.0,201250.0,,50304.0,0.0001695136,0.1,1.7569414 +6840.4,6732.3735,0.9338572,1408.0209,3230000.0,2294.0,201875.0,,50464.0,0.0001692576,0.1,1.7316897 +6779.8,6733.891,0.7154504,1407.4718,3240000.0,2302.0,202500.0,,50624.0,0.0001690016,0.1,1.8189981 +6777.3,6734.785,1.4201746,1407.5358,3250000.0,2309.0,203125.0,,50752.0,0.0001687968,0.1,1.8698884 +6788.9,6735.8774,1.8787376,1406.3848,3260000.0,2318.0,203750.0,,50912.0,0.0001685408,0.1,1.7820764 +6798.9,6737.166,0.49956667,1406.4517,3270000.0,2325.0,204375.0,,51072.0,0.0001682848,0.1,1.6000628 +6804.4,6738.9546,2.759654,1405.9152,3280000.0,2333.0,205000.0,,51232.0,0.0001680288,0.1,2.087204 +6827.1,6741.5957,2.232293,1405.9829,3290000.0,2340.0,205625.0,,51392.0,0.0001677728,0.1,1.8303459 +6762.4,6744.3374,1.8499341,1405.4514,3300000.0,2348.0,206250.0,,51552.0,0.0001675168,0.1,1.8815866 +6877.8,6748.3955,0.8490554,1405.5201,3310000.0,2355.0,206875.0,,51712.0,0.0001672608,0.1,1.8959409 +6911.5,6752.365,1.2261043,1405.5885,3320000.0,2362.0,207500.0,,51872.0,0.0001670048,0.1,1.6683741 +6965.4,6756.4404,1.2339385,1405.6564,3330000.0,2369.0,208125.0,,52000.0,0.0001668,0.1,1.794038 +6940.8,6760.1406,1.0544051,1405.7239,3340000.0,2376.0,208750.0,,52160.0,0.000166544,0.1,1.5384866 +6961.6,6764.3545,0.7546079,1405.791,3350000.0,2383.0,209375.0,,52320.0,0.000166288,0.1,1.7534366 +6963.6,6768.706,0.6225161,1405.8578,3360000.0,2390.0,210000.0,,52480.0,0.000166032,0.1,1.7735434 +6957.4,6772.591,0.54623216,1405.9241,3370000.0,2397.0,210625.0,,52640.0,0.000165776,0.1,1.700163 +7014.8,6777.425,0.89859504,1405.99,3380000.0,2404.0,211250.0,,52800.0,0.00016552,0.1,1.5894151 +7077.3,6782.6533,1.0084412,1406.0555,3390000.0,2411.0,211875.0,,52960.0,0.000165264,0.1,1.6495316 +7122.0,6788.209,0.85367996,1406.1207,3400000.0,2418.0,212500.0,,53120.0,0.000165008,0.1,1.7564852 +7102.8,6793.0083,1.8712581,1406.1855,3410000.0,2425.0,213125.0,,53280.0,0.000164752,0.1,1.4571373 +7084.7,6797.2324,0.6829832,1406.8285,3420000.0,2431.0,213750.0,,53408.0,0.0001645472,0.1,1.9157684 +7172.5,6802.134,0.33115596,1406.8909,3430000.0,2438.0,214375.0,,53568.0,0.0001642912,0.1,1.5341647 +7119.7,6805.781,1.5093548,1407.5287,3440000.0,2444.0,215000.0,,53728.0,0.0001640352,0.1,1.8874886 +7086.6,6808.3354,0.91987765,1407.5887,3450000.0,2451.0,215625.0,,53888.0,0.0001637792,0.1,1.7321962 +6955.4,6809.3276,0.6345732,1407.6484,3460000.0,2458.0,216250.0,,54048.0,0.0001635232,0.1,1.6683872 +6962.3,6810.411,0.8043665,1407.1371,3470000.0,2466.0,216875.0,,54208.0,0.0001632672,0.1,1.4013822 +6983.7,6812.005,0.5926071,1407.1978,3480000.0,2473.0,217500.0,,54368.0,0.0001630112,0.1,1.4474409 +7010.0,6813.616,0.35020372,1407.258,3490000.0,2480.0,218125.0,,54528.0,0.0001627552,0.1,1.3535037 +6991.1,6815.183,0.635675,1407.318,3500000.0,2487.0,218750.0,,54656.0,0.0001625504,0.1,1.7660537 +6985.0,6816.0723,0.41807052,1407.3777,3510000.0,2494.0,219375.0,,54816.0,0.0001622944,0.1,1.6707908 +6883.7,6816.112,0.42746955,1406.8745,3520000.0,2502.0,220000.0,,54976.0,0.0001620384,0.1,1.5117984 +6917.6,6816.4683,1.0514207,1406.935,3530000.0,2509.0,220625.0,,55136.0,0.0001617824,0.1,1.649768 +6902.7,6816.855,1.5904461,1406.9952,3540000.0,2516.0,221250.0,,55296.0,0.0001615264,0.1,1.6663029 +6970.3,6818.3706,0.45572037,1407.055,3550000.0,2523.0,221875.0,,55456.0,0.0001612704,0.1,1.4564334 +6994.8,6820.373,1.9099609,1407.671,3560000.0,2529.0,222500.0,,55616.0,0.0001610144,0.1,1.275835 +6984.9,6822.272,0.76729786,1408.284,3570000.0,2535.0,223125.0,,55776.0,0.0001607584,0.1,1.642525 +7069.9,6824.506,1.1537563,1408.3398,3580000.0,2542.0,223750.0,,55936.0,0.0001605024,0.1,1.4458044 +7159.2,6828.186,0.6265762,1409.5013,3590000.0,2547.0,224375.0,,56064.0,0.0001602976,0.1,1.6478825 +7107.1,6830.8535,1.5167519,1410.1057,3600000.0,2553.0,225000.0,,56224.0,0.0001600416,0.1,1.6349287 +6983.7,6832.464,1.5000722,1410.1562,3610000.0,2560.0,225625.0,,56384.0,0.0001597856,0.1,1.7040099 +6883.7,6833.3286,1.0760531,1410.756,3620000.0,2566.0,226250.0,,56544.0,0.0001595296,0.1,1.9040252 +6842.2,6833.428,1.1682465,1411.902,3630000.0,2571.0,226875.0,,56704.0,0.0001592736,0.1,1.5796933 +6902.9,6833.8076,0.619528,1412.4951,3640000.0,2577.0,227500.0,,56864.0,0.0001590176,0.1,1.8208618 +6865.3,6833.8276,1.1140893,1413.0856,3650000.0,2583.0,228125.0,,57024.0,0.0001587616,0.1,1.4895129 +6827.0,6833.357,0.85800046,1414.2195,3660000.0,2588.0,228750.0,,57184.0,0.0001585056,0.1,1.7472908 +6827.9,6833.072,1.5227624,1414.8033,3670000.0,2594.0,229375.0,,57312.0,0.0001583008,0.1,1.5566342 +6857.3,6832.8975,0.86547816,1415.9292,3680000.0,2599.0,230000.0,,57472.0,0.0001580448,0.1,1.9932654 +6883.1,6832.813,1.3533208,1416.5067,3690000.0,2605.0,230625.0,,57632.0,0.0001577888,0.1,1.5481242 +6755.0,6831.662,1.1607664,1416.5391,3700000.0,2612.0,231250.0,,57792.0,0.0001575328,0.1,1.6164454 +6778.4,6830.517,0.58572924,1417.1123,3710000.0,2618.0,231875.0,,57952.0,0.0001572768,0.1,1.5013392 +6765.4,6830.35,0.9866587,1417.683,3720000.0,2624.0,232500.0,,58112.0,0.0001570208,0.1,1.7383772 +6696.3,6829.1777,0.9503839,1418.251,3730000.0,2630.0,233125.0,,58272.0,0.0001567648,0.1,1.7629923 +6716.0,6828.6235,2.1451347,1418.8164,3740000.0,2636.0,233750.0,,58432.0,0.0001565088,0.1,1.4050348 +6898.6,6829.8994,0.5826485,1419.3793,3750000.0,2642.0,234375.0,,58592.0,0.0001562528,0.1,1.9887264 +6875.3,6830.8413,1.1096327,1419.9396,3760000.0,2648.0,235000.0,,58720.0,0.000156048,0.1,1.4031119 +6899.4,6831.8184,0.83329475,1420.4973,3770000.0,2654.0,235625.0,,58880.0,0.000155792,0.1,1.5881448 +6903.5,6832.8467,0.60625285,1421.0526,3780000.0,2660.0,236250.0,,59040.0,0.000155536,0.1,1.5662596 +6893.9,6833.8735,0.54280096,1421.0724,3790000.0,2667.0,236875.0,,59200.0,0.00015528,0.1,1.4633807 +6971.6,6835.7363,1.0123831,1421.6237,3800000.0,2673.0,237500.0,,59360.0,0.000155024,0.1,1.60014 +6970.9,6837.149,0.5342098,1422.1725,3810000.0,2679.0,238125.0,,59520.0,0.000154768,0.1,1.5975494 +6822.8,6836.9136,1.0813737,1422.7188,3820000.0,2685.0,238750.0,,59680.0,0.000154512,0.1,1.5571826 +6703.7,6835.448,1.0949596,1423.2627,3830000.0,2691.0,239375.0,,59840.0,0.000154256,0.1,1.7857938 +6638.3,6833.214,1.1632793,1424.3324,3840000.0,2696.0,240000.0,,60000.0,0.000154,0.1,1.8294833 +6631.9,6829.97,1.2261232,1424.8705,3850000.0,2702.0,240625.0,,60128.0,0.0001537952,0.1,1.7964747 +6666.8,6826.926,1.524661,1425.9327,3860000.0,2707.0,241250.0,,60288.0,0.0001535392,0.1,1.5352688 +6556.6,6823.0186,1.3172753,1426.4652,3870000.0,2713.0,241875.0,,60448.0,0.0001532832,0.1,1.9759285 +6507.3,6818.183,1.5410906,1427.5203,3880000.0,2718.0,242500.0,,60608.0,0.0001530272,0.1,1.5974691 +6450.2,6813.145,0.64585125,1427.523,3890000.0,2725.0,243125.0,,60768.0,0.0001527712,0.1,1.8720535 +6504.9,6809.3027,2.529334,1428.0483,3900000.0,2731.0,243750.0,,60928.0,0.0001525152,0.1,1.6260917 +6411.7,6805.3184,0.9821353,1428.5714,3910000.0,2737.0,244375.0,,61088.0,0.0001522592,0.1,2.0031142 +6394.7,6801.45,0.99212337,1429.0923,3920000.0,2743.0,245000.0,,61248.0,0.0001520032,0.1,1.5600235 +6326.3,6797.775,0.6149566,1430.131,3930000.0,2748.0,245625.0,,61376.0,0.0001517984,0.1,1.5012553 +6370.2,6794.5312,0.8130718,1430.6464,3940000.0,2754.0,246250.0,,61536.0,0.0001515424,0.1,1.5218171 +6419.8,6792.5425,0.58198637,1431.1594,3950000.0,2760.0,246875.0,,61696.0,0.0001512864,0.1,1.7553174 +6615.0,6793.1157,0.39239708,1431.6703,3960000.0,2766.0,247500.0,,61856.0,0.0001510304,0.1,1.5690465 +6661.6,6794.372,0.51806,1431.6625,3970000.0,2773.0,248125.0,,62016.0,0.0001507744,0.1,1.4655268 +6693.5,6795.9307,0.9991931,1432.1698,3980000.0,2779.0,248750.0,,62176.0,0.0001505184,0.1,1.5938048 +6640.2,6797.1133,0.48026806,1432.675,3990000.0,2785.0,249375.0,,62336.0,0.0001502624,0.1,1.5216765 +6641.0,6798.1445,0.9626896,1433.1781,4000000.0,2791.0,250000.0,,62496.0,0.0001500064,0.1,1.5168355 +6695.9,6799.622,0.6956836,1433.679,4010000.0,2797.0,250625.0,,62656.0,0.0001497504,0.1,1.7046819 +6701.0,6801.3145,0.78765565,1434.6895,4020000.0,2802.0,251250.0,,62784.0,0.0001495456,0.1,1.4328916 +6771.3,6803.425,0.6064436,1435.6965,4030000.0,2807.0,251875.0,,62944.0,0.0001492896,0.1,1.849728 +6817.1,6805.7095,1.4807425,1436.1891,4040000.0,2813.0,252500.0,,63104.0,0.0001490336,0.1,1.5852141 +6746.3,6807.339,0.33568597,1436.6797,4050000.0,2819.0,253125.0,,63264.0,0.0001487776,0.1,1.8704329 +6821.9,6809.413,1.3813989,1437.1681,4060000.0,2825.0,253750.0,,63424.0,0.0001485216,0.1,1.4528327 +6791.6,6810.727,1.3296821,1437.6545,4070000.0,2831.0,254375.0,,63584.0,0.0001482656,0.1,1.6474553 +6743.1,6811.179,1.9112033,1437.6321,4080000.0,2838.0,255000.0,,63744.0,0.0001480096,0.1,1.7272978 +6658.8,6810.788,1.6815093,1438.1154,4090000.0,2844.0,255625.0,,63904.0,0.0001477536,0.1,1.6557797 +6634.3,6809.8438,0.9177487,1438.5964,4100000.0,2850.0,256250.0,,64032.0,0.0001475488,0.1,1.619918 +6545.0,6808.4614,0.8206228,1438.5719,4110000.0,2857.0,256875.0,,64192.0,0.0001472928,0.1,1.4967186 +6594.7,6807.9233,0.5277056,1438.5475,4120000.0,2864.0,257500.0,,64352.0,0.0001470368,0.1,1.6415604 +6602.5,6807.2583,0.8047246,1439.0244,4130000.0,2870.0,258125.0,,64512.0,0.0001467808,0.1,1.6265421 +6632.5,6806.993,1.0045978,1438.9989,4140000.0,2877.0,258750.0,,64672.0,0.0001465248,0.1,1.9152845 +6571.9,6806.0684,0.4462871,1439.4728,4150000.0,2883.0,259375.0,,64832.0,0.0001462688,0.1,1.7149181 +6583.7,6805.381,1.6595843,1439.4464,4160000.0,2890.0,260000.0,,64992.0,0.0001460128,0.1,1.8413389 +6602.0,6804.7607,1.2764105,1439.42,4170000.0,2897.0,260625.0,,65152.0,0.0001457568,0.1,1.716997 +6734.2,6804.9536,0.4225782,1439.8898,4180000.0,2903.0,261250.0,,65312.0,0.0001455008,0.1,1.6671503 +6765.8,6805.371,0.67745525,1440.8528,4190000.0,2908.0,261875.0,,65440.0,0.000145296,0.1,1.4525237 +6756.1,6805.427,0.4849672,1441.3177,4200000.0,2914.0,262500.0,,65600.0,0.00014504,0.1,1.4768971 +6746.2,6805.187,0.7453859,1441.7808,4210000.0,2920.0,263125.0,,65760.0,0.000144784,0.1,1.7514479 +6883.6,6806.688,0.626872,1442.242,4220000.0,2926.0,263750.0,,65920.0,0.000144528,0.1,1.5108309 +6915.3,6807.437,0.47543922,1442.7012,4230000.0,2932.0,264375.0,,66080.0,0.000144272,0.1,1.8242497 +6972.4,6809.3623,0.43742308,1443.1586,4240000.0,2938.0,265000.0,,66240.0,0.000144016,0.1,1.687113 +7045.6,6812.0464,0.40600517,1443.1239,4250000.0,2945.0,265625.0,,66400.0,0.00014376,0.1,1.595823 +7024.1,6814.398,0.91700613,1443.5785,4260000.0,2951.0,266250.0,,66560.0,0.000143504,0.1,1.8273336 +7000.2,6816.4106,0.2432392,1444.0311,4270000.0,2957.0,266875.0,,66688.0,0.0001432992,0.1,1.539511 +7025.2,6818.6187,0.99248594,1444.4819,4280000.0,2963.0,267500.0,,66848.0,0.0001430432,0.1,1.869175 +7024.4,6820.5913,1.0587789,1444.4445,4290000.0,2970.0,268125.0,,67008.0,0.0001427872,0.1,1.6312447 +7001.8,6822.986,0.56003547,1444.8925,4300000.0,2976.0,268750.0,,67168.0,0.0001425312,0.1,1.4763911 +6938.3,6823.591,1.1766527,1444.8541,4310000.0,2983.0,269375.0,,67328.0,0.0001422752,0.1,1.4536438 +6917.7,6823.6533,1.2657325,1445.2994,4320000.0,2989.0,270000.0,,67488.0,0.0001420192,0.1,1.6534603 +6966.9,6823.668,0.87765527,1445.7429,4330000.0,2995.0,270625.0,,67648.0,0.0001417632,0.1,1.6159568 +6912.6,6823.386,1.4744115,1446.1846,4340000.0,3001.0,271250.0,,67808.0,0.0001415072,0.1,1.7706008 +6837.7,6822.147,0.7648778,1446.6245,4350000.0,3007.0,271875.0,,67968.0,0.0001412512,0.1,1.6892997 +6760.6,6820.1167,0.47686937,1446.5826,4360000.0,3014.0,272500.0,,68096.0,0.0001410464,0.1,1.4707618 +6755.8,6818.101,0.81374395,1447.0199,4370000.0,3020.0,273125.0,,68256.0,0.0001407904,0.1,1.6808076 +6803.0,6815.984,0.9926903,1447.9338,4380000.0,3025.0,273750.0,,68416.0,0.0001405344,0.1,1.5357325 +6798.6,6813.197,1.2145402,1448.3668,4390000.0,3031.0,274375.0,,68576.0,0.0001402784,0.1,1.6298918 +6802.9,6810.006,0.8326374,1448.7981,4400000.0,3037.0,275000.0,,68736.0,0.0001400224,0.1,1.6472085 +6812.3,6807.1006,0.7763558,1449.2278,4410000.0,3043.0,275625.0,,68896.0,0.0001397664,0.1,1.6781571 +6882.8,6805.081,0.49695146,1449.6556,4420000.0,3049.0,276250.0,,69056.0,0.0001395104,0.1,1.7568779 +6861.0,6801.9663,1.8604419,1450.0818,4430000.0,3055.0,276875.0,,69216.0,0.0001392544,0.1,1.61217 +6874.5,6799.5137,0.6845533,1450.9803,4440000.0,3060.0,277500.0,,69344.0,0.0001390496,0.1,1.6702809 +6950.6,6798.1543,0.51239204,1451.4025,4450000.0,3066.0,278125.0,,69504.0,0.0001387936,0.1,1.7345266 +6901.5,6797.615,1.3787959,1452.2957,4460000.0,3071.0,278750.0,,69664.0,0.0001385376,0.1,1.7351066 +6916.6,6797.1587,0.7303301,1452.7136,4470000.0,3077.0,279375.0,,69824.0,0.0001382816,0.1,1.6275383 +6928.4,6796.605,1.3782859,1453.1301,4480000.0,3083.0,280000.0,,69984.0,0.0001380256,0.1,1.7572174 +6925.3,6795.7583,0.49371123,1453.5448,4490000.0,3089.0,280625.0,,70144.0,0.0001377696,0.1,1.6387205 +6952.5,6795.372,1.6557647,1453.958,4500000.0,3095.0,281250.0,,70304.0,0.0001375136,0.1,1.4363889 +6953.0,6795.052,1.4908049,1454.8387,4510000.0,3100.0,281875.0,,70464.0,0.0001372576,0.1,1.6643447 +6901.8,6795.234,1.5280817,1454.7795,4520000.0,3107.0,282500.0,,70624.0,0.0001370016,0.1,1.4830801 +6989.7,6795.9536,0.7456528,1455.6555,4530000.0,3112.0,283125.0,,70752.0,0.0001367968,0.1,1.6483593 +6981.5,6796.7417,0.4652866,1456.0615,4540000.0,3118.0,283750.0,,70912.0,0.0001365408,0.1,1.4797415 +6887.3,6795.912,2.0172133,1456.4661,4550000.0,3124.0,284375.0,,71072.0,0.0001362848,0.1,1.7505589 +6858.3,6794.547,1.4227426,1456.869,4560000.0,3130.0,285000.0,,71232.0,0.0001360288,0.1,1.6521152 +6780.0,6792.498,0.6001412,1457.7352,4570000.0,3135.0,285625.0,,71392.0,0.0001357728,0.1,1.483902 +6795.0,6789.7485,0.79827523,1458.1344,4580000.0,3141.0,286250.0,,71552.0,0.0001355168,0.1,1.6552193 +6754.4,6785.7007,1.8214324,1458.532,4590000.0,3147.0,286875.0,,71712.0,0.0001352608,0.1,1.6972151 +6768.4,6782.314,0.7696492,1458.4655,4600000.0,3154.0,287500.0,,71872.0,0.0001350048,0.1,1.5074232 +6821.4,6780.69,0.50411814,1458.8607,4610000.0,3160.0,288125.0,,72000.0,0.0001348,0.1,1.5233622 +6812.1,6779.9746,0.9828806,1458.7938,4620000.0,3167.0,288750.0,,72160.0,0.000134544,0.1,1.4956427 +6880.3,6780.3555,0.71526855,1459.1869,4630000.0,3173.0,289375.0,,72320.0,0.000134288,0.1,1.8093525 +6864.9,6779.9756,0.76274645,1459.1195,4640000.0,3180.0,290000.0,,72480.0,0.000134032,0.1,1.5153142 +6824.5,6779.5684,0.69889617,1459.5104,4650000.0,3186.0,290625.0,,72640.0,0.000133776,0.1,1.5475543 +6852.7,6779.825,1.1117355,1459.8998,4660000.0,3192.0,291250.0,,72800.0,0.00013352,0.1,1.6145687 +6838.5,6779.9307,0.3224072,1460.2877,4670000.0,3198.0,291875.0,,72960.0,0.000133264,0.1,1.6464807 +6871.8,6780.076,0.79979956,1460.6742,4680000.0,3204.0,292500.0,,73120.0,0.000133008,0.1,1.5084978 +6965.7,6780.902,0.38306105,1461.0592,4690000.0,3210.0,293125.0,,73280.0,0.000132752,0.1,1.558173 +7003.1,6783.3833,0.7093703,1461.4427,4700000.0,3216.0,293750.0,,73408.0,0.0001325472,0.1,1.6236196 +7154.1,6787.14,2.0291429,1461.3713,4710000.0,3223.0,294375.0,,73568.0,0.0001322912,0.1,1.6751002 +7139.9,6790.8843,0.5321964,1461.3003,4720000.0,3230.0,295000.0,,73728.0,0.0001320352,0.1,1.733804 +7084.1,6794.7637,0.7047132,1461.681,4730000.0,3236.0,295625.0,,73888.0,0.0001317792,0.1,1.6066079 +7093.3,6798.5356,0.54973507,1461.6096,4740000.0,3243.0,296250.0,,74048.0,0.0001315232,0.1,1.8164486 +7074.0,6800.2905,1.0699666,1461.9883,4750000.0,3249.0,296875.0,,74208.0,0.0001312672,0.1,1.4832898 +7079.7,6802.334,1.0593246,1461.9165,4760000.0,3256.0,297500.0,,74368.0,0.0001310112,0.1,1.7656882 +7099.8,6804.338,0.8721143,1462.2931,4770000.0,3262.0,298125.0,,74528.0,0.0001307552,0.1,1.4463463 +7094.9,6806.2515,1.168953,1463.116,4780000.0,3267.0,298750.0,,74656.0,0.0001305504,0.1,1.8041036 +7125.2,6808.5645,1.0148176,1463.4891,4790000.0,3273.0,299375.0,,74816.0,0.0001302944,0.1,1.3575993 +7096.9,6809.8174,0.43375733,1463.861,4800000.0,3279.0,300000.0,,74976.0,0.0001300384,0.1,1.8636088 +7101.0,6811.118,0.56200475,1463.7858,4810000.0,3286.0,300625.0,,75136.0,0.0001297824,0.1,1.4612974 +7089.2,6813.7827,0.3714162,1464.1555,4820000.0,3292.0,301250.0,,75296.0,0.0001295264,0.1,1.6613886 +7062.6,6817.372,0.7829744,1464.5239,4830000.0,3298.0,301875.0,,75456.0,0.0001292704,0.1,1.8044226 +7079.1,6821.781,0.7544657,1464.891,4840000.0,3304.0,302500.0,,75616.0,0.0001290144,0.1,1.8284571 +6945.1,6824.9126,1.5830383,1465.6996,4850000.0,3309.0,303125.0,,75776.0,0.0001287584,0.1,1.6956201 +6969.4,6827.939,1.171854,1466.0634,4860000.0,3315.0,303750.0,,75936.0,0.0001285024,0.1,1.714575 +6977.7,6832.1494,0.6351605,1466.8674,4870000.0,3320.0,304375.0,,76064.0,0.0001282976,0.1,1.8460145 +6972.4,6836.8,0.6870411,1466.7869,4880000.0,3327.0,305000.0,,76224.0,0.0001280416,0.1,1.4892074 +7091.4,6843.2114,0.68524957,1467.1467,4890000.0,3333.0,305625.0,,76384.0,0.0001277856,0.1,1.7689769 +7089.6,6849.0596,1.6887375,1467.5052,4900000.0,3339.0,306250.0,,76544.0,0.0001275296,0.1,1.4124424 +7054.2,6855.484,1.1479154,1467.8624,4910000.0,3345.0,306875.0,,76704.0,0.0001272736,0.1,1.6946068 +7100.7,6862.5444,0.65362334,1467.7804,4920000.0,3352.0,307500.0,,76864.0,0.0001270176,0.1,1.3821591 +7065.1,6869.9326,1.2201298,1468.1357,4930000.0,3358.0,308125.0,,77024.0,0.0001267616,0.1,1.6425048 +7072.5,6876.955,2.9474416,1468.4899,4940000.0,3364.0,308750.0,,77184.0,0.0001265056,0.1,1.3827684 +6993.7,6882.694,0.53367496,1468.8428,4950000.0,3370.0,309375.0,,77312.0,0.0001263008,0.1,1.628576 +6946.1,6886.006,0.42970312,1468.7593,4960000.0,3377.0,310000.0,,77472.0,0.0001260448,0.1,1.3840041 +7011.7,6889.5063,0.8521591,1469.1102,4970000.0,3383.0,310625.0,,77632.0,0.0001257888,0.1,1.5792623 +7075.6,6893.3276,0.66444933,1469.46,4980000.0,3389.0,311250.0,,77792.0,0.0001255328,0.1,1.8072946 +7068.6,6897.612,1.7857069,1469.8086,4990000.0,3395.0,311875.0,,77952.0,0.0001252768,0.1,1.5656092 +7052.5,6901.727,1.7822195,1470.1559,5000000.0,3401.0,312500.0,,78112.0,0.0001250208,0.1,1.7139542 +7021.1,6904.9785,1.5915965,1470.502,5010000.0,3407.0,313125.0,,78272.0,0.0001247648,0.1,1.6625656 +6940.7,6907.3755,0.70216125,1471.2778,5020000.0,3412.0,313750.0,,78432.0,0.0001245088,0.1,1.4071355 +6913.6,6908.799,1.8174019,1471.6208,5030000.0,3418.0,314375.0,,78592.0,0.0001242528,0.1,1.6258726 +6947.7,6910.1045,1.1308509,1471.9626,5040000.0,3424.0,315000.0,,78720.0,0.000124048,0.1,1.8084365 +6914.4,6911.785,0.48344052,1472.7325,5050000.0,3429.0,315625.0,,78880.0,0.000123792,0.1,1.8094035 +6902.8,6912.5938,0.7801672,1473.0713,5060000.0,3435.0,316250.0,,79040.0,0.000123536,0.1,1.3937442 +6875.5,6913.4326,1.2483419,1473.4089,5070000.0,3441.0,316875.0,,79200.0,0.00012328,0.1,1.7436199 +6855.6,6914.558,1.9462756,1473.7452,5080000.0,3447.0,317500.0,,79360.0,0.000123024,0.1,1.8106123 +6907.8,6917.049,1.0709097,1474.0806,5090000.0,3453.0,318125.0,,79520.0,0.000122768,0.1,1.7335209 +6831.2,6919.0176,0.88971186,1474.4146,5100000.0,3459.0,318750.0,,79680.0,0.000122512,0.1,1.4342666 +6820.3,6921.7705,1.0985461,1475.1732,5110000.0,3464.0,319375.0,,79840.0,0.000122256,0.1,1.6373856 +6811.9,6923.942,0.7556113,1475.5043,5120000.0,3470.0,320000.0,,80000.0,0.000122,0.1,1.635376 +6830.2,6926.2188,1.0109694,1476.259,5130000.0,3475.0,320625.0,,80128.0,0.0001217952,0.1,1.3481996 +6879.4,6928.6875,0.7275689,1476.5872,5140000.0,3481.0,321250.0,,80288.0,0.0001215392,0.1,1.5452352 +6893.6,6931.9043,1.7719145,1476.9143,5150000.0,3487.0,321875.0,,80448.0,0.0001212832,0.1,1.4732552 +6870.3,6934.7715,0.9792822,1477.2402,5160000.0,3493.0,322500.0,,80608.0,0.0001210272,0.1,1.7155473 +6818.5,6936.936,0.8466395,1477.5651,5170000.0,3499.0,323125.0,,80768.0,0.0001207712,0.1,1.6649764 +6894.5,6938.5396,0.9719432,1477.4672,5180000.0,3506.0,323750.0,,80928.0,0.0001205152,0.1,1.7556827 +6935.8,6940.2393,0.71976054,1477.7904,5190000.0,3512.0,324375.0,,81088.0,0.0001202592,0.1,1.5847234 +6965.3,6942.331,0.4959537,1478.1125,5200000.0,3518.0,325000.0,,81248.0,0.0001200032,0.1,1.6841202 +7046.7,6945.3364,0.7556635,1478.8533,5210000.0,3523.0,325625.0,,81376.0,0.0001197984,0.1,1.5766692 +7072.4,6947.2236,0.90608186,1479.1726,5220000.0,3529.0,326250.0,,81536.0,0.0001195424,0.1,1.1243118 +7013.4,6948.2046,1.0617614,1479.4908,5230000.0,3535.0,326875.0,,81696.0,0.0001192864,0.1,1.5548136 +6988.2,6948.362,1.6490173,1480.226,5240000.0,3540.0,327500.0,,81856.0,0.0001190304,0.1,1.5709198 +6902.9,6946.935,1.2336566,1480.5415,5250000.0,3546.0,328125.0,,82016.0,0.0001187744,0.1,1.8358529 +6929.0,6945.9844,0.46376926,1480.8558,5260000.0,3552.0,328750.0,,82176.0,0.0001185184,0.1,1.3201538 +6935.6,6945.339,0.51584333,1481.1692,5270000.0,3558.0,329375.0,,82336.0,0.0001182624,0.1,1.6597865 +6925.2,6944.338,1.0733212,1481.4814,5280000.0,3564.0,330000.0,,82496.0,0.0001180064,0.1,1.5911269 +6996.8,6944.064,1.0201693,1481.7927,5290000.0,3570.0,330625.0,,82656.0,0.0001177504,0.1,1.5802414 +7025.9,6944.3037,0.96895635,1482.5175,5300000.0,3575.0,331250.0,,82784.0,0.0001175456,0.1,1.5126262 +6879.5,6943.716,0.6377043,1482.826,5310000.0,3581.0,331875.0,,82944.0,0.0001172896,0.1,1.6847522 +6802.5,6942.564,0.7266159,1483.1335,5320000.0,3587.0,332500.0,,83104.0,0.0001170336,0.1,1.599997 +6814.3,6941.038,1.5118656,1483.4401,5330000.0,3593.0,333125.0,,83264.0,0.0001167776,0.1,1.5816157 +6751.9,6939.4307,0.5061107,1484.1578,5340000.0,3598.0,333750.0,,83424.0,0.0001165216,0.1,1.7733128 +6709.4,6938.1475,1.1092145,1484.4617,5350000.0,3604.0,334375.0,,83584.0,0.0001162656,0.1,1.6021752 +6725.3,6937.795,1.054887,1484.7645,5360000.0,3610.0,335000.0,,83744.0,0.0001160096,0.1,1.5431533 +6711.6,6937.353,0.9810648,1485.0664,5370000.0,3616.0,335625.0,,83904.0,0.0001157536,0.1,1.5298617 +6813.8,6937.4614,0.62041646,1485.7775,5380000.0,3621.0,336250.0,,84032.0,0.0001155488,0.1,1.6480951 +6827.6,6937.752,0.56775194,1486.0767,5390000.0,3627.0,336875.0,,84192.0,0.0001152928,0.1,1.4527042 +6763.9,6937.3613,0.5388882,1486.3749,5400000.0,3633.0,337500.0,,84352.0,0.0001150368,0.1,1.5583873 +6770.0,6936.938,0.6880039,1486.6721,5410000.0,3639.0,338125.0,,84512.0,0.0001147808,0.1,1.2795767 +6801.2,6936.122,2.1898599,1486.9685,5420000.0,3645.0,338750.0,,84672.0,0.0001145248,0.1,1.7689342 +6807.3,6935.585,2.2816179,1487.2638,5430000.0,3651.0,339375.0,,84832.0,0.0001142688,0.1,1.4463952 +6825.1,6935.0913,1.5268083,1487.5581,5440000.0,3657.0,340000.0,,84992.0,0.0001140128,0.1,1.4576166 +6873.0,6934.315,1.3020196,1487.8514,5450000.0,3663.0,340625.0,,85152.0,0.0001137568,0.1,1.6188087 +6872.8,6934.029,0.5629223,1488.1439,5460000.0,3669.0,341250.0,,85312.0,0.0001135008,0.1,1.642726 +6847.0,6933.332,0.5993824,1488.8405,5470000.0,3674.0,341875.0,,85440.0,0.000113296,0.1,1.5536032 +6834.2,6932.39,0.4625598,1489.1305,5480000.0,3680.0,342500.0,,85600.0,0.00011304,0.1,1.5884762 +6950.2,6932.6387,2.0724678,1489.0155,5490000.0,3687.0,343125.0,,85760.0,0.000112784,0.1,1.8052256 +6863.3,6931.747,1.404889,1488.9009,5500000.0,3694.0,343750.0,,85920.0,0.000112528,0.1,1.7122315 +6841.0,6930.627,1.0078382,1489.1892,5510000.0,3700.0,344375.0,,86080.0,0.000112272,0.1,1.6366639 +6769.9,6929.3076,0.75447243,1489.4766,5520000.0,3706.0,345000.0,,86240.0,0.000112016,0.1,1.6775596 +6801.0,6927.4204,1.0248151,1490.1644,5530000.0,3711.0,345625.0,,86400.0,0.00011176,0.1,1.537865 +6714.5,6924.7505,1.4884087,1490.4493,5540000.0,3717.0,346250.0,,86560.0,0.000111504,0.1,1.7231536 +6720.9,6923.0864,0.7885894,1491.1338,5550000.0,3722.0,346875.0,,86688.0,0.0001112992,0.1,1.4762876 +6758.6,6922.09,1.4761046,1491.4163,5560000.0,3728.0,347500.0,,86848.0,0.0001110432,0.1,1.7261916 +6663.9,6920.9287,1.4125249,1491.6979,5570000.0,3734.0,348125.0,,87008.0,0.0001107872,0.1,1.6234962 +6698.5,6919.964,0.2622641,1491.9786,5580000.0,3740.0,348750.0,,87168.0,0.0001105312,0.1,1.5708661 +6778.4,6920.2036,0.8309622,1492.2584,5590000.0,3746.0,349375.0,,87328.0,0.0001102752,0.1,1.4018261 +6789.3,6920.412,1.4536537,1492.5374,5600000.0,3752.0,350000.0,,87488.0,0.0001100192,0.1,1.4735897 +6820.1,6920.4,1.674097,1493.2126,5610000.0,3757.0,350625.0,,87648.0,0.0001097632,0.1,1.4209825 +6768.8,6919.9673,1.388147,1493.4893,5620000.0,3763.0,351250.0,,87808.0,0.0001095072,0.1,1.4984577 +6954.2,6920.706,1.0500996,1493.7649,5630000.0,3769.0,351875.0,,87968.0,0.0001092512,0.1,1.4922397 +7030.7,6922.364,2.007356,1494.4357,5640000.0,3774.0,352500.0,,88096.0,0.0001090464,0.1,1.5984532 +7045.6,6924.575,0.6495092,1494.709,5650000.0,3780.0,353125.0,,88256.0,0.0001087904,0.1,1.6847614 +7074.4,6926.791,2.272927,1494.9816,5660000.0,3786.0,353750.0,,88416.0,0.0001085344,0.1,1.5296276 +7118.0,6929.587,1.4262024,1495.2532,5670000.0,3792.0,354375.0,,88576.0,0.0001082784,0.1,1.7832172 +7021.5,6931.084,1.1442537,1495.9178,5680000.0,3797.0,355000.0,,88736.0,0.0001080224,0.1,1.5788525 +7031.0,6931.737,0.8706348,1496.1873,5690000.0,3803.0,355625.0,,88896.0,0.0001077664,0.1,1.7512949 +7032.1,6932.027,1.2434111,1496.4558,5700000.0,3809.0,356250.0,,89056.0,0.0001075104,0.1,1.9364774 +7115.4,6931.64,2.1671832,1497.1158,5710000.0,3814.0,356875.0,,89216.0,0.0001072544,0.1,1.6557636 +7042.5,6930.6655,0.9301391,1497.7743,5720000.0,3819.0,357500.0,,89344.0,0.0001070496,0.1,1.7406411 +7022.4,6930.049,2.3332727,1498.0392,5730000.0,3825.0,358125.0,,89504.0,0.0001067936,0.1,1.4385941 +6992.6,6929.041,0.8031796,1498.3033,5740000.0,3831.0,358750.0,,89664.0,0.0001065376,0.1,1.6604418 +6916.1,6927.464,0.94913745,1498.5665,5750000.0,3837.0,359375.0,,89824.0,0.0001062816,0.1,1.7610035 +6933.3,6925.9995,0.85746324,1498.829,5760000.0,3843.0,360000.0,,89984.0,0.0001060256,0.1,1.7130857 +6856.7,6923.569,1.6052088,1499.0907,5770000.0,3849.0,360625.0,,90144.0,0.0001057696,0.1,1.5111867 +6819.2,6920.8105,1.8321846,1499.3514,5780000.0,3855.0,361250.0,,90304.0,0.0001055136,0.1,1.6333187 +6818.1,6917.7407,1.3842437,1499.6115,5790000.0,3861.0,361875.0,,90464.0,0.0001052576,0.1,1.5352145 +6854.6,6915.3174,0.3560948,1499.8707,5800000.0,3867.0,362500.0,,90624.0,0.0001050016,0.1,1.7674763 +6899.1,6913.2983,1.1754868,1500.1292,5810000.0,3873.0,363125.0,,90752.0,0.0001047968,0.1,1.6838528 +6909.7,6911.503,1.22038,1500.3867,5820000.0,3879.0,363750.0,,90912.0,0.0001045408,0.1,1.7140455 +6852.2,6909.3994,1.8936667,1500.6436,5830000.0,3885.0,364375.0,,91072.0,0.0001042848,0.1,1.7135627 +6820.4,6906.812,0.99930674,1500.8995,5840000.0,3891.0,365000.0,,91232.0,0.0001040288,0.1,1.9035401 +6851.9,6905.8794,0.64731044,1501.1548,5850000.0,3897.0,365625.0,,91392.0,0.0001037728,0.1,1.5283358 +6795.4,6904.139,0.9501283,1501.4092,5860000.0,3903.0,366250.0,,91552.0,0.0001035168,0.1,1.6342402 +6825.5,6902.6177,0.94421685,1501.6628,5870000.0,3909.0,366875.0,,91712.0,0.0001032608,0.1,1.5223775 +6880.3,6901.697,1.1027428,1501.9156,5880000.0,3915.0,367500.0,,91872.0,0.0001030048,0.1,1.7814922 +6813.1,6898.9146,0.89958465,1502.551,5890000.0,3920.0,368125.0,,92000.0,0.0001028,0.1,1.4075677 +6755.3,6895.572,1.2948208,1502.4192,5900000.0,3927.0,368750.0,,92160.0,0.000102544,0.1,1.905673 +6754.8,6892.578,1.4726151,1503.0519,5910000.0,3932.0,369375.0,,92320.0,0.000102288,0.1,1.6784108 +6735.3,6888.924,0.83966714,1503.3011,5920000.0,3938.0,370000.0,,92480.0,0.000102032,0.1,1.9092997 +6782.1,6886.0938,1.0068407,1503.5497,5930000.0,3944.0,370625.0,,92640.0,0.000101776,0.1,1.8471336 +6732.1,6882.69,1.6419528,1503.7975,5940000.0,3950.0,371250.0,,92800.0,0.00010152,0.1,1.6573393 +6648.9,6879.2417,1.856059,1504.0444,5950000.0,3956.0,371875.0,,92960.0,0.000101264,0.1,1.6862226 +6666.5,6876.445,3.0418253,1504.6705,5960000.0,3961.0,372500.0,,93120.0,0.000101008,0.1,1.3976495 +6618.5,6872.513,1.2160395,1504.9155,5970000.0,3967.0,373125.0,,93280.0,0.000100752,0.1,1.599119 +6658.8,6868.345,0.6600514,1505.5388,5980000.0,3972.0,373750.0,,93408.0,0.0001005472,0.1,1.6895938 +6787.2,6865.5312,1.713835,1505.7819,5990000.0,3978.0,374375.0,,93568.0,0.0001002912,0.1,1.5528764 +6842.4,6863.43,1.365067,1506.024,6000000.0,3984.0,375000.0,,93728.0,0.0001000352,0.1,1.71455 +6760.8,6860.8267,1.5865983,1506.2656,6010000.0,3990.0,375625.0,,93888.0,9.97792e-05,0.1,1.7433051 +6780.4,6859.2236,0.9413348,1506.5065,6020000.0,3996.0,376250.0,,94048.0,9.95232e-05,0.1,1.5337639 +6877.8,6858.8657,1.9173267,1506.3702,6030000.0,4003.0,376875.0,,94208.0,9.92672e-05,0.1,1.5066272 +6833.8,6857.727,1.2326013,1506.6101,6040000.0,4009.0,377500.0,,94368.0,9.90112e-05,0.1,1.4318182 +6817.1,6856.7544,0.9119813,1506.8494,6050000.0,4015.0,378125.0,,94528.0,9.87552e-05,0.1,1.6337737 +6698.5,6854.7114,1.7492856,1507.4626,6060000.0,4020.0,378750.0,,94656.0,9.85504e-05,0.1,1.4596484 +6778.8,6853.744,1.1806722,1507.7,6070000.0,4026.0,379375.0,,94816.0,9.82944e-05,0.1,1.7683859 +6809.2,6853.28,1.4985251,1507.9365,6080000.0,4032.0,380000.0,,94976.0,9.80384e-05,0.1,1.891428 +6793.2,6852.1343,0.5739656,1508.1724,6090000.0,4038.0,380625.0,,95136.0,9.77824e-05,0.1,1.5604979 +6800.4,6851.8257,0.60669994,1508.0347,6100000.0,4045.0,381250.0,,95296.0,9.75264e-05,0.1,1.5882504 +6701.3,6850.6357,0.612109,1508.642,6110000.0,4050.0,381875.0,,95456.0,9.72704e-05,0.1,1.6968404 +6674.4,6849.2607,1.5532897,1508.5038,6120000.0,4057.0,382500.0,,95616.0,9.70144e-05,0.1,1.6121014 +6544.4,6846.402,1.2225896,1508.7374,6130000.0,4063.0,383125.0,,95776.0,9.67584e-05,0.1,1.8293816 +6620.9,6843.8174,1.4270339,1508.5995,6140000.0,4070.0,383750.0,,95936.0,9.65024e-05,0.1,1.5528023 +6568.1,6840.5625,2.1566963,1509.2025,6150000.0,4075.0,384375.0,,96064.0,9.62976e-05,0.1,1.616307 +6533.0,6837.19,0.8870251,1509.0642,6160000.0,4082.0,385000.0,,96224.0,9.60416e-05,0.1,1.5269822 +6543.1,6834.4355,0.8381586,1509.2955,6170000.0,4088.0,385625.0,,96384.0,9.57856e-05,0.1,1.9049318 +6635.6,6831.8477,0.702436,1509.5261,6180000.0,4094.0,386250.0,,96544.0,9.55296e-05,0.1,1.7134218 +6651.6,6829.006,2.541646,1509.7561,6190000.0,4100.0,386875.0,,96704.0,9.52736e-05,0.1,1.9093115 +6562.9,6824.9814,0.74864227,1509.9854,6200000.0,4106.0,387500.0,,96864.0,9.50176e-05,0.1,1.7699584 +6560.8,6820.122,0.8450527,1510.5814,6210000.0,4111.0,388125.0,,97024.0,9.47616e-05,0.1,1.7735147 +6585.0,6815.248,1.3051257,1510.8088,6220000.0,4117.0,388750.0,,97184.0,9.45056e-05,0.1,1.7299025 +6751.2,6812.6255,1.1428462,1511.0356,6230000.0,4123.0,389375.0,,97312.0,9.43008e-05,0.1,1.7017384 +6787.7,6810.6206,0.6391288,1511.2618,6240000.0,4129.0,390000.0,,97472.0,9.40448e-05,0.1,1.8333907 +6670.9,6808.301,1.1268755,1511.4873,6250000.0,4135.0,390625.0,,97632.0,9.37888e-05,0.1,1.646604 +6668.0,6805.6904,0.78595644,1512.0773,6260000.0,4140.0,391250.0,,97792.0,9.35328e-05,0.1,1.6340793 +6663.1,6802.966,0.53250927,1512.301,6270000.0,4146.0,391875.0,,97952.0,9.32768e-05,0.1,1.6139112 +6769.5,6801.4087,0.6216744,1512.524,6280000.0,4152.0,392500.0,,98112.0,9.30208e-05,0.1,1.6482778 +6832.7,6799.768,0.655944,1512.7465,6290000.0,4158.0,393125.0,,98272.0,9.27648e-05,0.1,1.6934565 +6849.4,6798.003,0.8612242,1512.9683,6300000.0,4164.0,393750.0,,98432.0,9.25088e-05,0.1,1.6428463 +6840.1,6797.6094,0.7966315,1513.1895,6310000.0,4170.0,394375.0,,98592.0,9.22528e-05,0.1,1.4654672 +6909.6,6798.6807,0.41660482,1513.4099,6320000.0,4176.0,395000.0,,98720.0,9.2048e-05,0.1,1.7192633 +6956.6,6800.1035,2.3447587,1513.6299,6330000.0,4182.0,395625.0,,98880.0,9.1792e-05,0.1,1.3869298 +6999.9,6802.584,0.53523296,1514.2107,6340000.0,4187.0,396250.0,,99040.0,9.1536e-05,0.1,1.7871081 +7052.4,6806.013,0.99200964,1514.0677,6350000.0,4194.0,396875.0,,99200.0,9.128e-05,0.1,1.6321263 +6989.5,6808.655,0.6134588,1514.2858,6360000.0,4200.0,397500.0,,99360.0,9.1024e-05,0.1,1.5493704 +7038.5,6811.924,0.9167893,1514.503,6370000.0,4206.0,398125.0,,99520.0,9.0768e-05,0.1,1.5374213 +7159.5,6815.381,1.0859724,1514.7198,6380000.0,4212.0,398750.0,,99680.0,9.0512e-05,0.1,1.726319 +7176.5,6818.87,1.5053325,1514.936,6390000.0,4218.0,399375.0,,99840.0,9.0256e-05,0.1,1.7390983 +7122.3,6822.4546,2.1919136,1515.1515,6400000.0,4224.0,400000.0,,100000.0,9e-05,0.1,1.5151577 +7104.5,6825.7993,0.8248385,1515.3665,6410000.0,4230.0,400625.0,,100128.0,8.97952e-05,0.1,1.5585284 +7062.2,6828.4087,1.9115019,1515.5807,6420000.0,4236.0,401250.0,,100288.0,8.95392e-05,0.1,1.614269 +7092.6,6831.2627,1.0284603,1515.7944,6430000.0,4242.0,401875.0,,100448.0,8.92832e-05,0.1,1.5550079 +7157.9,6834.59,0.61424553,1516.0076,6440000.0,4248.0,402500.0,,100608.0,8.90272e-05,0.1,1.6534445 +7048.6,6836.3467,1.184965,1516.22,6450000.0,4254.0,403125.0,,100768.0,8.87712e-05,0.1,1.5742494 +7053.4,6838.1523,1.191052,1516.4319,6460000.0,4260.0,403750.0,,100928.0,8.85152e-05,0.1,1.65775 +7047.0,6840.1523,0.67807317,1516.6432,6470000.0,4266.0,404375.0,,101088.0,8.82592e-05,0.1,1.5191151 +6919.2,6841.002,2.4257753,1517.2091,6480000.0,4271.0,405000.0,,101248.0,8.80032e-05,0.1,1.3576608 +6854.7,6840.047,0.72865725,1517.4187,6490000.0,4277.0,405625.0,,101376.0,8.77984e-05,0.1,1.4998538 +6839.4,6839.8076,0.90960073,1517.2736,6500000.0,4284.0,406250.0,,101536.0,8.75424e-05,0.1,1.9275103 +6820.0,6839.5977,0.38629994,1517.4825,6510000.0,4290.0,406875.0,,101696.0,8.72864e-05,0.1,1.5027322 +6852.5,6840.424,0.49734738,1518.0442,6520000.0,4295.0,407500.0,,101856.0,8.70304e-05,0.1,1.6024505 +6921.3,6841.627,0.7363363,1518.2516,6530000.0,4301.0,408125.0,,102016.0,8.67744e-05,0.1,1.5139711 +6937.3,6843.855,1.3547503,1518.4584,6540000.0,4307.0,408750.0,,102176.0,8.65184e-05,0.1,1.9647392 +6918.5,6845.831,1.7221326,1518.6646,6550000.0,4313.0,409375.0,,102336.0,8.62624e-05,0.1,1.4898175 +6886.5,6847.11,1.7780799,1518.8701,6560000.0,4319.0,410000.0,,102496.0,8.60064e-05,0.1,1.7799628 +6868.0,6849.1514,1.334203,1519.0752,6570000.0,4325.0,410625.0,,102656.0,8.57504e-05,0.1,1.5341725 +6965.0,6851.8154,0.82535845,1519.2797,6580000.0,4331.0,411250.0,,102784.0,8.55456e-05,0.1,1.5689399 +6882.8,6852.86,1.0015873,1519.834,6590000.0,4336.0,411875.0,,102944.0,8.52896e-05,0.1,1.7716933 +6803.7,6853.004,1.7443422,1520.0369,6600000.0,4342.0,412500.0,,103104.0,8.50336e-05,0.1,1.346126 +6879.4,6853.5967,0.90799063,1519.8896,6610000.0,4349.0,413125.0,,103264.0,8.47776e-05,0.1,1.7692711 +6957.7,6855.486,1.7392145,1519.7429,6620000.0,4356.0,413750.0,,103424.0,8.45216e-05,0.1,1.73418 +6988.1,6855.825,0.79478055,1519.945,6630000.0,4362.0,414375.0,,103584.0,8.42656e-05,0.1,1.7201825 +6971.9,6855.237,0.44369942,1520.1465,6640000.0,4368.0,415000.0,,103744.0,8.40096e-05,0.1,1.5234392 +7000.8,6854.7886,2.2964718,1520.3475,6650000.0,4374.0,415625.0,,103904.0,8.37536e-05,0.1,1.6857524 +7009.3,6854.138,0.89087254,1520.548,6660000.0,4380.0,416250.0,,104032.0,8.35488e-05,0.1,1.9773967 +6955.5,6852.5127,1.4274157,1520.7478,6670000.0,4386.0,416875.0,,104192.0,8.32928e-05,0.1,1.5138881 +6920.0,6851.498,1.6057674,1520.9471,6680000.0,4392.0,417500.0,,104352.0,8.30368e-05,0.1,2.011894 +6917.9,6850.3667,1.0378475,1521.146,6690000.0,4398.0,418125.0,,104512.0,8.27808e-05,0.1,1.8495876 +6894.7,6848.9927,0.65626895,1521.3442,6700000.0,4404.0,418750.0,,104672.0,8.25248e-05,0.1,1.6235327 +6833.5,6846.1733,1.2138189,1521.542,6710000.0,4410.0,419375.0,,104832.0,8.22688e-05,0.1,1.9173547 +6771.8,6843.4663,1.2030605,1521.7391,6720000.0,4416.0,420000.0,,104992.0,8.20128e-05,0.1,1.7299119 +6816.6,6841.409,0.9273657,1521.9358,6730000.0,4422.0,420625.0,,105152.0,8.17568e-05,0.1,1.8335274 +6796.1,6839.4443,0.693691,1522.1318,6740000.0,4428.0,421250.0,,105312.0,8.15008e-05,0.1,1.5198845 +6781.4,6838.0977,1.0390419,1522.3275,6750000.0,4434.0,421875.0,,105440.0,8.1296e-05,0.1,1.6277021 +6792.5,6836.689,0.99271035,1522.5226,6760000.0,4440.0,422500.0,,105600.0,8.104e-05,0.1,1.4200302 +6755.3,6835.676,1.4424756,1522.717,6770000.0,4446.0,423125.0,,105760.0,8.0784e-05,0.1,1.4115443 +6754.9,6835.0317,0.3822885,1522.911,6780000.0,4452.0,423750.0,,105920.0,8.0528e-05,0.1,1.4675624 +6748.0,6834.3306,0.5035704,1523.4463,6790000.0,4457.0,424375.0,,106080.0,8.0272e-05,0.1,1.5955822 +6832.3,6834.108,0.39515245,1523.6388,6800000.0,4463.0,425000.0,,106240.0,8.0016e-05,0.1,1.4958851 +6879.4,6833.9106,0.75676525,1524.1719,6810000.0,4468.0,425625.0,,106400.0,7.976e-05,0.1,1.6898266 +6937.1,6834.1855,0.8987215,1524.363,6820000.0,4474.0,426250.0,,106560.0,7.9504e-05,0.1,1.7292293 +6986.5,6835.5283,0.7431588,1524.5536,6830000.0,4480.0,426875.0,,106688.0,7.92992e-05,0.1,1.5145926 +7020.5,6837.529,0.731315,1524.7437,6840000.0,4486.0,427500.0,,106848.0,7.90432e-05,0.1,1.6487253 +7014.1,6839.1514,0.5163547,1524.9332,6850000.0,4492.0,428125.0,,107008.0,7.87872e-05,0.1,1.6005834 +7111.7,6842.3145,0.57038134,1525.1223,6860000.0,4498.0,428750.0,,107168.0,7.85312e-05,0.1,1.6844797 +7102.1,6845.0806,0.9473289,1525.3108,6870000.0,4504.0,429375.0,,107328.0,7.82752e-05,0.1,1.526489 +7030.1,6846.5786,1.0106602,1525.8372,6880000.0,4509.0,430000.0,,107488.0,7.80192e-05,0.1,1.7000571 +7027.4,6848.7217,0.7361126,1525.6864,6890000.0,4516.0,430625.0,,107648.0,7.77632e-05,0.1,1.6229558 +6903.0,6850.198,1.6218797,1525.8735,6900000.0,4522.0,431250.0,,107808.0,7.75072e-05,0.1,1.7564942 +6860.3,6851.253,1.100612,1526.06,6910000.0,4528.0,431875.0,,107968.0,7.72512e-05,0.1,1.637141 +6766.3,6851.563,0.80649555,1526.2461,6920000.0,4534.0,432500.0,,108096.0,7.70464e-05,0.1,1.7070093 +6746.2,6851.2046,1.1831925,1526.7681,6930000.0,4539.0,433125.0,,108256.0,7.67904e-05,0.1,1.6111691 +6625.2,6850.135,0.8677174,1526.9526,6940000.0,4545.0,433750.0,,108416.0,7.65344e-05,0.1,1.7897401 +6655.3,6850.1987,1.2341318,1527.1368,6950000.0,4551.0,434375.0,,108576.0,7.62784e-05,0.1,1.5079477 +6565.1,6849.185,1.2035073,1527.3206,6960000.0,4557.0,435000.0,,108736.0,7.60224e-05,0.1,1.9259887 +6571.0,6848.71,1.172699,1527.5038,6970000.0,4563.0,435625.0,,108896.0,7.57664e-05,0.1,1.4558109 +6503.7,6847.159,0.7306438,1527.6865,6980000.0,4569.0,436250.0,,109056.0,7.55104e-05,0.1,1.8953261 +6416.9,6843.4556,1.4199904,1527.5349,6990000.0,4576.0,436875.0,,109216.0,7.52544e-05,0.1,1.6722412 +6475.2,6839.7837,1.3938729,1527.7172,7000000.0,4582.0,437500.0,,109344.0,7.50496e-05,0.1,1.7327108 +6520.1,6837.377,0.6199458,1527.8989,7010000.0,4588.0,438125.0,,109504.0,7.47936e-05,0.1,1.8034241 +6535.1,6834.9243,0.9693573,1528.0801,7020000.0,4594.0,438750.0,,109664.0,7.45376e-05,0.1,1.7886064 +6726.7,6833.4136,1.1459236,1527.9287,7030000.0,4601.0,439375.0,,109824.0,7.42816e-05,0.1,1.630548 +6677.4,6831.8496,1.6480181,1528.1094,7040000.0,4607.0,440000.0,,109984.0,7.40256e-05,0.1,1.6453127 +6782.0,6831.498,0.74433476,1527.9584,7050000.0,4614.0,440625.0,,110144.0,7.37696e-05,0.1,1.4534858 +6739.8,6831.911,1.4098878,1528.1385,7060000.0,4620.0,441250.0,,110304.0,7.35136e-05,0.1,1.5998368 +6766.8,6831.791,2.3335361,1527.9879,7070000.0,4627.0,441875.0,,110464.0,7.32576e-05,0.1,1.6187791 +6717.0,6830.869,1.0333955,1527.8378,7080000.0,4634.0,442500.0,,110624.0,7.30016e-05,0.1,1.6918763 +6743.7,6830.3745,1.591714,1528.0172,7090000.0,4640.0,443125.0,,110752.0,7.27968e-05,0.1,1.6475642 +6776.9,6830.1387,1.3519716,1528.1963,7100000.0,4646.0,443750.0,,110912.0,7.25408e-05,0.1,1.958852 +6878.5,6831.9106,0.77759796,1528.0464,7110000.0,4653.0,444375.0,,111072.0,7.22848e-05,0.1,1.7586604 +6941.1,6834.578,0.80582505,1527.897,7120000.0,4660.0,445000.0,,111232.0,7.20288e-05,0.1,1.6910428 +7011.8,6839.252,1.0476241,1527.748,7130000.0,4667.0,445625.0,,111392.0,7.17728e-05,0.1,1.5939715 +7078.4,6843.8267,1.2133906,1527.9264,7140000.0,4673.0,446250.0,,111552.0,7.15168e-05,0.1,1.4301965 +7107.5,6849.221,0.64818966,1528.1042,7150000.0,4679.0,446875.0,,111712.0,7.12608e-05,0.1,1.5826154 +7190.0,6855.7905,0.6307746,1527.9556,7160000.0,4686.0,447500.0,,111872.0,7.10048e-05,0.1,1.32288 +7199.8,6862.358,1.179649,1528.4587,7170000.0,4691.0,448125.0,,112000.0,7.08e-05,0.1,1.6212934 +7251.9,6868.5205,0.8289692,1528.6353,7180000.0,4697.0,448750.0,,112160.0,7.0544e-05,0.1,1.5065353 +7183.7,6873.8413,0.48941648,1528.8114,7190000.0,4703.0,449375.0,,112320.0,7.0288e-05,0.1,1.3133467 +7212.1,6880.334,0.9626862,1528.987,7200000.0,4709.0,450000.0,,112480.0,7.0032e-05,0.1,1.4823534 +7256.9,6887.2944,1.4016321,1529.1622,7210000.0,4715.0,450625.0,,112640.0,6.9776e-05,0.1,1.6573082 +7326.6,6894.7104,0.58717614,1529.661,7220000.0,4720.0,451250.0,,112800.0,6.952e-05,0.1,1.7856147 +7299.9,6900.1973,0.6501816,1529.835,7230000.0,4726.0,451875.0,,112960.0,6.9264e-05,0.1,1.392661 +7220.9,6904.5293,0.6276293,1530.0084,7240000.0,4732.0,452500.0,,113120.0,6.9008e-05,0.1,1.9003823 +7047.2,6908.2925,0.82173055,1530.1815,7250000.0,4738.0,453125.0,,113280.0,6.8752e-05,0.1,1.9403727 +7067.6,6912.288,0.907749,1530.6768,7260000.0,4743.0,453750.0,,113408.0,6.85472e-05,0.1,1.6175495 +7101.9,6916.677,0.7415481,1531.171,7270000.0,4748.0,454375.0,,113568.0,6.82912e-05,0.1,1.544342 +7023.6,6919.2183,0.5234218,1531.342,7280000.0,4754.0,455000.0,,113728.0,6.80352e-05,0.1,1.6202424 +7096.2,6921.853,1.2455066,1531.8345,7290000.0,4759.0,455625.0,,113888.0,6.77792e-05,0.1,1.6096703 +7082.4,6924.1826,0.79189366,1532.0042,7300000.0,4765.0,456250.0,,114048.0,6.75232e-05,0.1,1.856922 +7090.6,6926.688,0.71524864,1532.1736,7310000.0,4771.0,456875.0,,114208.0,6.72672e-05,0.1,1.5989532 +7147.4,6929.0654,1.6194681,1532.3425,7320000.0,4777.0,457500.0,,114368.0,6.70112e-05,0.1,1.7042577 +7170.3,6931.203,0.8073537,1532.511,7330000.0,4783.0,458125.0,,114528.0,6.67552e-05,0.1,1.4634106 +7104.7,6932.2515,1.9062868,1532.6791,7340000.0,4789.0,458750.0,,114656.0,6.65504e-05,0.1,1.7168772 +7140.9,6933.1357,0.7953985,1532.8467,7350000.0,4795.0,459375.0,,114816.0,6.62944e-05,0.1,1.8074274 +7152.1,6934.7627,0.4284678,1532.6947,7360000.0,4802.0,460000.0,,114976.0,6.60384e-05,0.1,1.6612144 +7223.7,6936.614,1.1071522,1532.8619,7370000.0,4808.0,460625.0,,115136.0,6.57824e-05,0.1,1.683068 +7203.8,6937.0566,1.5351602,1533.0287,7380000.0,4814.0,461250.0,,115296.0,6.55264e-05,0.1,1.5729841 +7243.1,6937.7236,0.64963603,1533.1951,7390000.0,4820.0,461875.0,,115456.0,6.52704e-05,0.1,1.609549 +7225.3,6938.753,1.4358901,1533.361,7400000.0,4826.0,462500.0,,115616.0,6.50144e-05,0.1,1.41883 +7167.3,6939.382,0.38560057,1533.5265,7410000.0,4832.0,463125.0,,115776.0,6.47584e-05,0.1,1.8924737 +7076.0,6939.5195,0.51652986,1533.6917,7420000.0,4838.0,463750.0,,115936.0,6.45024e-05,0.1,1.7487482 +6958.8,6938.1816,1.1160104,1533.8563,7430000.0,4844.0,464375.0,,116064.0,6.42976e-05,0.1,1.8740184 +6962.0,6936.2227,1.5969776,1534.0206,7440000.0,4850.0,465000.0,,116224.0,6.40416e-05,0.1,1.4700863 +6905.1,6934.788,0.31868958,1534.5005,7450000.0,4855.0,465625.0,,116384.0,6.37856e-05,0.1,1.8709168 +6788.2,6932.135,1.15859,1534.6637,7460000.0,4861.0,466250.0,,116544.0,6.35296e-05,0.1,1.6267475 +6792.7,6929.592,0.60229254,1535.1418,7470000.0,4866.0,466875.0,,116704.0,6.32736e-05,0.1,1.6825497 +6777.5,6928.175,0.49066475,1535.3038,7480000.0,4872.0,467500.0,,116864.0,6.30176e-05,0.1,1.5311793 +6747.1,6927.0986,0.93898153,1535.4653,7490000.0,4878.0,468125.0,,117024.0,6.27616e-05,0.1,1.5281084 +6628.0,6924.985,0.68729746,1535.6266,7500000.0,4884.0,468750.0,,117184.0,6.25056e-05,0.1,1.8825121 +6707.4,6923.859,1.3656716,1536.1014,7510000.0,4889.0,469375.0,,117312.0,6.23008e-05,0.1,1.441986 +6795.0,6923.284,0.8905018,1536.2615,7520000.0,4895.0,470000.0,,117472.0,6.20448e-05,0.1,2.048253 +6832.2,6922.3926,1.4230415,1536.7347,7530000.0,4900.0,470625.0,,117632.0,6.17888e-05,0.1,1.5609146 +6898.3,6922.0024,0.6628832,1536.8936,7540000.0,4906.0,471250.0,,117792.0,6.15328e-05,0.1,1.7294449 +6978.0,6922.5977,1.6661273,1537.0521,7550000.0,4912.0,471875.0,,117952.0,6.12768e-05,0.1,1.312144 +7004.0,6923.773,0.62225085,1537.2102,7560000.0,4918.0,472500.0,,118112.0,6.10208e-05,0.1,1.9531682 +7013.8,6925.2314,0.9262045,1537.368,7570000.0,4924.0,473125.0,,118272.0,6.07648e-05,0.1,1.4948086 +7064.6,6926.227,0.31809348,1537.5254,7580000.0,4930.0,473750.0,,118432.0,6.05088e-05,0.1,1.8971348 +7088.2,6928.2812,0.73702985,1537.6824,7590000.0,4936.0,474375.0,,118592.0,6.02528e-05,0.1,1.4329531 +7177.7,6932.0215,0.5328152,1538.1501,7600000.0,4941.0,475000.0,,118720.0,6.0048e-05,0.1,1.8217036 +7241.5,6935.642,1.394397,1538.306,7610000.0,4947.0,475625.0,,118880.0,5.9792e-05,0.1,1.7500467 +7260.1,6938.6655,1.2315544,1538.4615,7620000.0,4953.0,476250.0,,119040.0,5.9536e-05,0.1,1.6681256 +7305.6,6941.8413,1.5802758,1538.6167,7630000.0,4959.0,476875.0,,119200.0,5.928e-05,0.1,1.827167 +7303.8,6945.1606,0.87224066,1538.7714,7640000.0,4965.0,477500.0,,119360.0,5.9024e-05,0.1,1.4757695 +7356.7,6948.72,0.41072896,1538.9258,7650000.0,4971.0,478125.0,,119520.0,5.8768e-05,0.1,1.960556 +7388.6,6952.5127,1.1221591,1539.0797,7660000.0,4977.0,478750.0,,119680.0,5.8512e-05,0.1,1.4334267 +7331.0,6956.2676,0.88353163,1539.5424,7670000.0,4982.0,479375.0,,119840.0,5.8256e-05,0.1,1.9094437 +7316.7,6960.234,1.8289278,1539.6953,7680000.0,4988.0,480000.0,,120000.0,5.8e-05,0.1,1.5319638 +7325.3,6964.3086,0.7912887,1539.8478,7690000.0,4994.0,480625.0,,120128.0,5.77952e-05,0.1,1.7068946 +7330.0,6968.661,0.95758754,1540.3081,7700000.0,4999.0,481250.0,,120288.0,5.75392e-05,0.1,1.5340462 +7301.2,6973.338,1.1072255,1540.1519,7710000.0,5006.0,481875.0,,120448.0,5.72832e-05,0.1,1.6101491 +7324.3,6978.8633,0.8235265,1539.996,7720000.0,5013.0,482500.0,,120608.0,5.70272e-05,0.1,1.7779243 +7338.5,6984.0825,0.9325108,1540.1475,7730000.0,5019.0,483125.0,,120768.0,5.67712e-05,0.1,1.4086332 +7290.8,6989.0293,0.32894832,1540.2985,7740000.0,5025.0,483750.0,,120928.0,5.65152e-05,0.1,1.7472693 +7308.4,6994.299,0.98595476,1540.4492,7750000.0,5031.0,484375.0,,121088.0,5.62592e-05,0.1,1.5522316 +7347.9,6999.853,1.1016479,1540.5996,7760000.0,5037.0,485000.0,,121248.0,5.60032e-05,0.1,1.9374716 +7241.1,7004.7114,0.8871471,1541.0552,7770000.0,5042.0,485625.0,,121376.0,5.57984e-05,0.1,1.6674602 +7202.4,7009.1855,0.87113863,1540.8992,7780000.0,5049.0,486250.0,,121536.0,5.55424e-05,0.1,1.7219632 +7087.5,7012.581,0.57828593,1541.0485,7790000.0,5055.0,486875.0,,121696.0,5.52864e-05,0.1,1.763164 +7065.7,7014.915,1.0581522,1541.1974,7800000.0,5061.0,487500.0,,121856.0,5.50304e-05,0.1,1.5958714 +7088.9,7017.0093,0.53548396,1541.346,7810000.0,5067.0,488125.0,,122016.0,5.47744e-05,0.1,1.788008 +7037.9,7018.017,2.681866,1541.7981,7820000.0,5072.0,488750.0,,122176.0,5.45184e-05,0.1,1.6377904 +7001.1,7018.1636,0.68910944,1541.9457,7830000.0,5078.0,489375.0,,122336.0,5.42624e-05,0.1,1.4368143 +6977.3,7017.732,0.5562794,1541.7896,7840000.0,5085.0,490000.0,,122496.0,5.40064e-05,0.1,1.5305665 +6879.8,7016.389,0.51930904,1542.2397,7850000.0,5090.0,490625.0,,122656.0,5.37504e-05,0.1,1.5941012 +6935.1,7014.6235,0.50070876,1542.3862,7860000.0,5096.0,491250.0,,122784.0,5.35456e-05,0.1,1.6093051 +6890.9,7012.511,1.0567623,1542.5323,7870000.0,5102.0,491875.0,,122944.0,5.32896e-05,0.1,1.9259634 +6844.9,7010.6587,0.5441909,1542.6781,7880000.0,5108.0,492500.0,,123104.0,5.30336e-05,0.1,1.6605977 +6757.2,7007.957,0.5756837,1542.8236,7890000.0,5114.0,493125.0,,123264.0,5.27776e-05,0.1,2.0039048 +6694.6,7005.873,1.4986422,1542.9688,7900000.0,5120.0,493750.0,,123424.0,5.25216e-05,0.1,1.7966831 +6696.5,7004.2344,1.3125644,1543.1135,7910000.0,5126.0,494375.0,,123584.0,5.22656e-05,0.1,1.7798176 +6729.6,7003.8687,0.7125878,1543.2579,7920000.0,5132.0,495000.0,,123744.0,5.20096e-05,0.1,1.8518631 +6583.6,7002.2427,1.5888932,1543.4021,7930000.0,5138.0,495625.0,,123904.0,5.17536e-05,0.1,1.6429669 +6596.4,7001.9546,1.2753714,1543.5459,7940000.0,5144.0,496250.0,,124032.0,5.15488e-05,0.1,1.644445 +6646.4,7001.865,0.6995199,1543.9891,7950000.0,5149.0,496875.0,,124192.0,5.12928e-05,0.1,1.3360252 +6692.2,7003.1357,1.3300514,1543.8324,7960000.0,5156.0,497500.0,,124352.0,5.10368e-05,0.1,1.6358353 +6697.7,7004.4023,1.2162032,1544.2744,7970000.0,5161.0,498125.0,,124512.0,5.07808e-05,0.1,1.5075967 +6661.2,7005.977,0.5756821,1544.1177,7980000.0,5168.0,498750.0,,124672.0,5.05248e-05,0.1,1.5682633 +6651.4,7008.322,1.1153606,1544.2598,7990000.0,5174.0,499375.0,,124832.0,5.02688e-05,0.1,1.6924992 +6655.3,7010.123,0.83277947,1544.4015,8000000.0,5180.0,500000.0,,124992.0,5.00128e-05,0.1,1.6421412 +6726.9,7012.1914,0.23239745,1544.543,8010000.0,5186.0,500625.0,,125152.0,4.97568e-05,0.1,1.6615007 +6704.3,7013.884,1.1055572,1544.9817,8020000.0,5191.0,501250.0,,125312.0,4.95008e-05,0.1,1.5496212 +6846.5,7015.082,0.7919437,1545.1222,8030000.0,5197.0,501875.0,,125440.0,4.9296e-05,0.1,1.529511 +6854.3,7016.851,1.1279942,1544.9655,8040000.0,5204.0,502500.0,,125600.0,4.904e-05,0.1,1.5588958 +6892.8,7017.9595,0.21126148,1545.1056,8050000.0,5210.0,503125.0,,125760.0,4.8784e-05,0.1,1.9464979 +6959.4,7020.155,0.43614426,1545.2454,8060000.0,5216.0,503750.0,,125920.0,4.8528e-05,0.1,1.5242616 +6859.9,7021.0854,1.2903008,1545.3849,8070000.0,5222.0,504375.0,,126080.0,4.8272e-05,0.1,1.9491924 +6927.2,7023.1875,0.89113814,1545.524,8080000.0,5228.0,505000.0,,126240.0,4.8016e-05,0.1,1.5136287 +6924.3,7024.9937,2.5884995,1545.663,8090000.0,5234.0,505625.0,,126400.0,4.776e-05,0.1,1.6590374 +6966.3,7026.888,1.7968181,1545.5066,8100000.0,5241.0,506250.0,,126560.0,4.7504e-05,0.1,1.6598172 +6961.2,7027.715,1.2892282,1545.3506,8110000.0,5248.0,506875.0,,126688.0,4.72992e-05,0.1,1.6768683 +6910.2,7027.4062,0.7545001,1545.4891,8120000.0,5254.0,507500.0,,126848.0,4.70432e-05,0.1,1.7445734 +6975.7,7027.045,1.3789918,1545.6273,8130000.0,5260.0,508125.0,,127008.0,4.67872e-05,0.1,1.666489 +6945.7,7025.7173,1.4093331,1545.7653,8140000.0,5266.0,508750.0,,127168.0,4.65312e-05,0.1,1.7208905 +6940.6,7024.0493,0.65722466,1545.9028,8150000.0,5272.0,509375.0,,127328.0,4.62752e-05,0.1,1.6451664 +6959.2,7021.7407,0.7196172,1545.7473,8160000.0,5279.0,510000.0,,127488.0,4.60192e-05,0.1,1.6126207 +6948.6,7019.2285,0.6780376,1545.5922,8170000.0,5286.0,510625.0,,127648.0,4.57632e-05,0.1,1.5958622 +6925.9,7015.969,2.1096287,1545.7294,8180000.0,5292.0,511250.0,,127808.0,4.55072e-05,0.1,1.6860492 +7003.7,7014.169,3.3704727,1545.5746,8190000.0,5299.0,511875.0,,127968.0,4.52512e-05,0.1,1.7652569 +7029.4,7012.342,1.1764616,1545.7115,8200000.0,5305.0,512500.0,,128096.0,4.50464e-05,0.1,1.7180136 +7024.1,7010.0137,0.668249,1545.8483,8210000.0,5311.0,513125.0,,128256.0,4.47904e-05,0.1,1.7839055 +7022.5,7006.973,1.5865221,1546.2754,8220000.0,5316.0,513750.0,,128416.0,4.45344e-05,0.1,1.5847206 +7029.8,7004.272,0.4090144,1546.4111,8230000.0,5322.0,514375.0,,128576.0,4.42784e-05,0.1,1.9735518 +6989.4,7001.957,2.6019018,1546.5465,8240000.0,5328.0,515000.0,,128736.0,4.40224e-05,0.1,1.5458007 +7092.8,7002.413,0.57727224,1546.6816,8250000.0,5334.0,515625.0,,128896.0,4.37664e-05,0.1,1.6365211 +7094.8,7002.685,0.9043608,1546.5269,8260000.0,5341.0,516250.0,,129056.0,4.35104e-05,0.1,1.6057892 +7092.5,7002.5913,1.2899547,1546.6616,8270000.0,5347.0,516875.0,,129216.0,4.32544e-05,0.1,1.5535624 +7156.4,7003.919,0.8108828,1547.0852,8280000.0,5352.0,517500.0,,129344.0,4.30496e-05,0.1,1.6929466 +7158.0,7004.537,0.5363657,1547.2191,8290000.0,5358.0,518125.0,,129504.0,4.27936e-05,0.1,1.7874184 +7229.0,7006.0024,0.25753146,1547.3527,8300000.0,5364.0,518750.0,,129664.0,4.25376e-05,0.1,1.6864984 +7210.9,7007.2056,0.883868,1547.1979,8310000.0,5371.0,519375.0,,129824.0,4.22816e-05,0.1,1.5881426 +7245.2,7008.1836,1.2086612,1547.3312,8320000.0,5377.0,520000.0,,129984.0,4.20256e-05,0.1,1.7864296 +7282.8,7009.3086,0.9314013,1547.1769,8330000.0,5384.0,520625.0,,130144.0,4.17696e-05,0.1,1.9937546 +7262.9,7010.8906,0.8227705,1547.3098,8340000.0,5390.0,521250.0,,130304.0,4.15136e-05,0.1,1.7561238 +7262.3,7012.1045,0.27911037,1547.1559,8350000.0,5397.0,521875.0,,130464.0,4.12576e-05,0.1,1.9770609 +7318.1,7013.765,0.9768115,1547.575,8360000.0,5402.0,522500.0,,130624.0,4.10016e-05,0.1,1.5176482 +7391.7,7015.445,0.79613906,1547.7072,8370000.0,5408.0,523125.0,,130752.0,4.07968e-05,0.1,1.3471949 +7388.8,7017.2954,0.46640795,1547.5531,8380000.0,5415.0,523750.0,,130912.0,4.05408e-05,0.1,1.5281688 +7372.1,7018.585,0.96713704,1547.6849,8390000.0,5421.0,524375.0,,131072.0,4.02848e-05,0.1,1.4965289 +7427.6,7020.608,0.15351044,1547.8165,8400000.0,5427.0,525000.0,,131232.0,4.00288e-05,0.1,2.2071085 +7416.2,7023.0977,0.7943834,1547.9478,8410000.0,5433.0,525625.0,,131392.0,3.97728e-05,0.1,1.3446573 +7478.5,7027.122,0.4454859,1548.0787,8420000.0,5439.0,526250.0,,131552.0,3.95168e-05,0.1,1.9680974 +7499.7,7032.531,2.133541,1548.2094,8430000.0,5445.0,526875.0,,131712.0,3.92608e-05,0.1,1.5906013 +7444.8,7037.358,0.6912751,1548.6239,8440000.0,5450.0,527500.0,,131872.0,3.90048e-05,0.1,1.8621147 +7510.4,7043.412,1.4830984,1548.7537,8450000.0,5456.0,528125.0,,132000.0,3.88e-05,0.1,1.3832194 +7486.7,7050.3965,0.59841835,1548.8832,8460000.0,5462.0,528750.0,,132160.0,3.8544e-05,0.1,1.4201441 +7501.1,7057.4814,0.22039258,1549.0125,8470000.0,5468.0,529375.0,,132320.0,3.8288e-05,0.1,1.5711766 +7513.4,7064.8394,0.608102,1549.1414,8480000.0,5474.0,530000.0,,132480.0,3.8032e-05,0.1,1.6104631 +7499.9,7072.368,0.45238188,1549.27,8490000.0,5480.0,530625.0,,132640.0,3.7776e-05,0.1,1.8017422 +7484.3,7080.9307,0.7795056,1549.3984,8500000.0,5486.0,531250.0,,132800.0,3.752e-05,0.1,1.5338452 +7473.9,7088.5957,0.8783945,1549.5266,8510000.0,5492.0,531875.0,,132960.0,3.7264e-05,0.1,1.7034597 +7464.5,7095.2905,1.0248703,1549.6544,8520000.0,5498.0,532500.0,,133120.0,3.7008e-05,0.1,1.7787141 +7361.9,7100.588,0.9920462,1549.782,8530000.0,5504.0,533125.0,,133280.0,3.6752e-05,0.1,1.5394317 +7383.0,7105.435,0.59446496,1549.9093,8540000.0,5510.0,533750.0,,133408.0,3.65472e-05,0.1,1.9845868 +7391.5,7109.57,1.5778381,1549.7552,8550000.0,5517.0,534375.0,,133568.0,3.62912e-05,0.1,1.4768255 +7359.3,7113.123,0.51386565,1549.8823,8560000.0,5523.0,535000.0,,133728.0,3.60352e-05,0.1,1.5803102 +7366.2,7116.6475,2.2972703,1550.009,8570000.0,5529.0,535625.0,,133888.0,3.57792e-05,0.1,1.7506089 +7326.7,7119.268,0.7953438,1550.1355,8580000.0,5535.0,536250.0,,134048.0,3.55232e-05,0.1,1.4424558 +7294.8,7121.334,0.7447459,1550.2617,8590000.0,5541.0,536875.0,,134208.0,3.52672e-05,0.1,1.832513 +7142.4,7120.9805,0.6032501,1550.6671,8600000.0,5546.0,537500.0,,134368.0,3.50112e-05,0.1,1.4985213 +7112.3,7119.689,1.4228804,1550.7925,8610000.0,5552.0,538125.0,,134528.0,3.47552e-05,0.1,1.5933523 +7210.3,7119.1904,1.0160116,1550.9176,8620000.0,5558.0,538750.0,,134656.0,3.45504e-05,0.1,1.7298295 +7183.2,7117.967,0.99081933,1551.3213,8630000.0,5563.0,539375.0,,134816.0,3.42944e-05,0.1,1.5220547 +7130.2,7116.2305,0.23897639,1551.4456,8640000.0,5569.0,540000.0,,134976.0,3.40384e-05,0.1,1.640136 +7178.1,7114.4443,0.9701359,1551.5695,8650000.0,5575.0,540625.0,,135136.0,3.37824e-05,0.1,1.4903328 +7202.7,7112.5854,0.82031107,1551.6932,8660000.0,5581.0,541250.0,,135296.0,3.35264e-05,0.1,1.6364776 +7252.0,7111.7964,1.4934467,1551.8168,8670000.0,5587.0,541875.0,,135456.0,3.32704e-05,0.1,1.5919383 +7198.4,7110.6123,0.6538184,1551.94,8680000.0,5593.0,542500.0,,135616.0,3.30144e-05,0.1,1.5936395 +7239.3,7109.7524,1.7077273,1552.0629,8690000.0,5599.0,543125.0,,135776.0,3.27584e-05,0.1,1.5624189 +7183.6,7108.2886,0.7292176,1551.9087,8700000.0,5606.0,543750.0,,135936.0,3.25024e-05,0.1,1.8551525 +7219.5,7107.4727,0.76284945,1552.0314,8710000.0,5612.0,544375.0,,136064.0,3.22976e-05,0.1,1.3873827 +7272.8,7106.9575,0.8356568,1552.1538,8720000.0,5618.0,545000.0,,136224.0,3.20416e-05,0.1,1.7298332 +7262.6,7106.1987,0.379177,1552.276,8730000.0,5624.0,545625.0,,136384.0,3.17856e-05,0.1,1.2335252 +7323.2,7106.522,0.7206891,1552.3978,8740000.0,5630.0,546250.0,,136544.0,3.15296e-05,0.1,1.5319487 +7407.8,7107.517,1.0141205,1552.5195,8750000.0,5636.0,546875.0,,136704.0,3.12736e-05,0.1,1.5206213 +7357.1,7107.609,1.5967232,1552.6409,8760000.0,5642.0,547500.0,,136864.0,3.10176e-05,0.1,1.6215607 +7472.4,7109.9214,1.0476853,1552.7621,8770000.0,5648.0,548125.0,,137024.0,3.07616e-05,0.1,1.5599225 +7377.4,7111.6704,1.2144206,1552.8829,8780000.0,5654.0,548750.0,,137184.0,3.05056e-05,0.1,1.6335601 +7359.9,7114.395,0.7917332,1553.0035,8790000.0,5660.0,549375.0,,137312.0,3.03008e-05,0.1,1.6002612 +7356.3,7117.301,1.2933019,1553.1239,8800000.0,5666.0,550000.0,,137472.0,3.00448e-05,0.1,1.3947747 +7386.1,7120.273,1.1418532,1553.244,8810000.0,5672.0,550625.0,,137632.0,2.97888e-05,0.1,1.5704308 +7370.5,7123.5986,0.8569484,1553.3639,8820000.0,5678.0,551250.0,,137792.0,2.95328e-05,0.1,1.425582 +7312.1,7126.7095,0.3603728,1553.4835,8830000.0,5684.0,551875.0,,137952.0,2.92768e-05,0.1,1.5044955 +7398.5,7130.9214,0.5834265,1553.8759,8840000.0,5689.0,552500.0,,138112.0,2.90208e-05,0.1,1.6354835 +7443.0,7136.553,0.43206888,1553.9948,8850000.0,5695.0,553125.0,,138272.0,2.87648e-05,0.1,1.6743963 +7398.9,7141.1904,0.64366853,1554.1133,8860000.0,5701.0,553750.0,,138432.0,2.85088e-05,0.1,1.7932854 +7472.7,7147.0083,1.7372785,1554.2317,8870000.0,5707.0,554375.0,,138592.0,2.82528e-05,0.1,1.4852827 +7487.9,7153.438,0.9531853,1554.6218,8880000.0,5712.0,555000.0,,138720.0,2.8048e-05,0.1,1.5758529 +7461.5,7160.4814,1.1311302,1554.7394,8890000.0,5718.0,555625.0,,138880.0,2.7792e-05,0.1,1.6985451 +7414.2,7167.6777,0.35525748,1554.8567,8900000.0,5724.0,556250.0,,139040.0,2.7536e-05,0.1,1.5818262 +7449.1,7175.2036,1.3242989,1554.9739,8910000.0,5730.0,556875.0,,139200.0,2.728e-05,0.1,1.5413084 +7489.9,7182.8066,1.338725,1554.8196,8920000.0,5737.0,557500.0,,139360.0,2.7024e-05,0.1,1.6772004 +7438.1,7191.352,1.6000063,1554.9364,8930000.0,5743.0,558125.0,,139520.0,2.6768e-05,0.1,1.7013235 +7453.7,7199.926,0.79049873,1555.0531,8940000.0,5749.0,558750.0,,139680.0,2.6512e-05,0.1,1.6991928 +7452.0,7207.9805,0.7332744,1554.8993,8950000.0,5756.0,559375.0,,139840.0,2.6256e-05,0.1,1.750285 +7504.9,7216.108,0.491012,1555.0156,8960000.0,5762.0,560000.0,,140000.0,2.6e-05,0.1,1.5144923 +7414.0,7223.2705,2.3422673,1555.1317,8970000.0,5768.0,560625.0,,140128.0,2.57952e-05,0.1,1.5945493 +7387.6,7230.535,1.0298859,1555.2477,8980000.0,5774.0,561250.0,,140288.0,2.55392e-05,0.1,1.5301251 +7325.1,7237.2725,1.6192107,1555.3633,8990000.0,5780.0,561875.0,,140448.0,2.52832e-05,0.1,1.769783 +7317.0,7243.89,1.6251605,1555.4788,9000000.0,5786.0,562500.0,,140608.0,2.50272e-05,0.1,1.4205195 +7231.9,7248.9395,0.15936758,1555.5939,9010000.0,5792.0,563125.0,,140768.0,2.47712e-05,0.1,1.7653595 +7176.8,7253.6646,1.1582506,1555.7089,9020000.0,5798.0,563750.0,,140928.0,2.45152e-05,0.1,1.492142 +7209.4,7257.293,0.7976121,1555.8236,9030000.0,5804.0,564375.0,,141088.0,2.42592e-05,0.1,1.9215467 +7219.2,7260.942,0.50314337,1555.938,9040000.0,5810.0,565000.0,,141248.0,2.40032e-05,0.1,1.715849 +7155.5,7263.569,0.8922461,1556.3198,9050000.0,5815.0,565625.0,,141376.0,2.37984e-05,0.1,1.4561342 +7167.8,7265.6523,0.68362856,1556.4336,9060000.0,5821.0,566250.0,,141536.0,2.35424e-05,0.1,1.7039912 +7168.3,7268.737,1.4283836,1556.28,9070000.0,5828.0,566875.0,,141696.0,2.32864e-05,0.1,1.6730828 +7207.6,7271.541,0.7787738,1556.1268,9080000.0,5835.0,567500.0,,141856.0,2.30304e-05,0.1,1.7131641 +7173.0,7274.029,1.0532345,1556.2404,9090000.0,5841.0,568125.0,,142016.0,2.27744e-05,0.1,1.417256 +7195.3,7276.319,0.80985916,1556.3536,9100000.0,5847.0,568750.0,,142176.0,2.25184e-05,0.1,1.8028257 +7193.9,7278.645,1.2124382,1556.2009,9110000.0,5854.0,569375.0,,142336.0,2.22624e-05,0.1,1.73649 +7192.2,7281.465,0.3368883,1556.314,9120000.0,5860.0,570000.0,,142496.0,2.20064e-05,0.1,1.7804643 +7211.3,7283.821,1.2340467,1556.4269,9130000.0,5866.0,570625.0,,142656.0,2.17504e-05,0.1,1.4846662 +7289.0,7287.254,1.3710431,1556.5396,9140000.0,5872.0,571250.0,,142784.0,2.15456e-05,0.1,1.8659387 +7338.6,7291.234,1.0894202,1556.652,9150000.0,5878.0,571875.0,,142944.0,2.12896e-05,0.1,1.8002436 +7380.9,7295.451,0.8641113,1556.4996,9160000.0,5885.0,572500.0,,143104.0,2.10336e-05,0.1,1.55843 +7388.8,7299.853,1.1627163,1556.6118,9170000.0,5891.0,573125.0,,143264.0,2.07776e-05,0.1,1.7906356 +7453.7,7305.1313,1.0632445,1556.7238,9180000.0,5897.0,573750.0,,143424.0,2.05216e-05,0.1,1.6017547 +7450.8,7309.602,0.64601046,1556.5718,9190000.0,5904.0,574375.0,,143584.0,2.02656e-05,0.1,1.6527271 +7443.0,7313.7383,2.3087382,1556.6836,9200000.0,5910.0,575000.0,,143744.0,2.00096e-05,0.1,1.7815642 +7436.8,7317.8657,0.57740307,1556.7952,9210000.0,5916.0,575625.0,,143904.0,1.97536e-05,0.1,1.8157967 +7394.6,7321.5864,0.37396258,1556.9065,9220000.0,5922.0,576250.0,,144032.0,1.95488e-05,0.1,1.6733005 +7368.1,7324.969,1.1910044,1557.0176,9230000.0,5928.0,576875.0,,144192.0,1.92928e-05,0.1,1.334728 +7345.9,7328.534,1.5591998,1557.1284,9240000.0,5934.0,577500.0,,144352.0,1.90368e-05,0.1,1.7010443 +7381.1,7331.4175,0.44036412,1557.239,9250000.0,5940.0,578125.0,,144512.0,1.87808e-05,0.1,2.013227 +7342.8,7333.8975,0.7231074,1557.0876,9260000.0,5947.0,578750.0,,144672.0,1.85248e-05,0.1,1.601477 +7415.9,7337.131,0.45057842,1557.198,9270000.0,5953.0,579375.0,,144832.0,1.82688e-05,0.1,1.6421664 +7408.0,7339.647,1.7671528,1557.047,9280000.0,5960.0,580000.0,,144992.0,1.80128e-05,0.1,1.5729108 +7395.4,7342.0205,1.0036454,1556.8962,9290000.0,5967.0,580625.0,,145152.0,1.77568e-05,0.1,1.848841 +7421.3,7343.944,0.6013212,1557.0065,9300000.0,5973.0,581250.0,,145312.0,1.75008e-05,0.1,1.2491722 +7316.0,7344.995,0.36258096,1557.1166,9310000.0,5979.0,581875.0,,145440.0,1.7296e-05,0.1,1.8036231 +7352.6,7346.0693,1.2496477,1557.2264,9320000.0,5985.0,582500.0,,145600.0,1.704e-05,0.1,1.4830599 +7252.8,7345.7695,0.308846,1557.336,9330000.0,5991.0,583125.0,,145760.0,1.6784e-05,0.1,1.6248634 +7222.2,7345.3623,0.48984903,1557.1857,9340000.0,5998.0,583750.0,,145920.0,1.6528e-05,0.1,1.7415628 +7189.6,7344.6357,2.3647459,1557.2952,9350000.0,6004.0,584375.0,,146080.0,1.6272e-05,0.1,1.495678 +7250.7,7343.9604,0.47130343,1557.4043,9360000.0,6010.0,585000.0,,146240.0,1.6016e-05,0.1,1.4525352 +7286.0,7342.904,1.6825491,1557.5133,9370000.0,6016.0,585625.0,,146400.0,1.576e-05,0.1,1.494792 +7301.1,7342.0273,1.1468825,1557.6221,9380000.0,6022.0,586250.0,,146560.0,1.5504e-05,0.1,1.8472487 +7305.3,7341.3594,0.37052917,1557.989,9390000.0,6027.0,586875.0,,146688.0,1.52992e-05,0.1,1.52068 +7256.0,7339.643,0.3309005,1558.0972,9400000.0,6033.0,587500.0,,146848.0,1.50432e-05,0.1,1.4840999 +7263.9,7338.12,2.1020312,1558.463,9410000.0,6038.0,588125.0,,147008.0,1.47872e-05,0.1,1.6641881 +7243.5,7335.7695,0.48557973,1558.5704,9420000.0,6044.0,588750.0,,147168.0,1.45312e-05,0.1,1.8654022 +7250.9,7333.2812,0.6225994,1558.6777,9430000.0,6050.0,589375.0,,147328.0,1.42752e-05,0.1,1.5676277 +7201.5,7330.8486,2.4832582,1558.7847,9440000.0,6056.0,590000.0,,147488.0,1.40192e-05,0.1,1.4660735 +7138.1,7327.1255,0.89878047,1558.8915,9450000.0,6062.0,590625.0,,147648.0,1.37632e-05,0.1,1.6571388 +7150.2,7323.7607,0.69284666,1558.7411,9460000.0,6069.0,591250.0,,147808.0,1.35072e-05,0.1,1.3745562 +7225.0,7320.9995,0.4760321,1558.8478,9470000.0,6075.0,591875.0,,147968.0,1.32512e-05,0.1,1.6797981 +7323.0,7319.096,0.61000127,1558.9541,9480000.0,6081.0,592500.0,,148096.0,1.30464e-05,0.1,1.4277476 +7359.8,7317.695,0.7272952,1559.0603,9490000.0,6087.0,593125.0,,148256.0,1.27904e-05,0.1,1.7017651 +7402.8,7316.88,1.1364996,1558.9104,9500000.0,6094.0,593750.0,,148416.0,1.25344e-05,0.1,1.6372609 +7298.5,7315.1265,0.7502211,1559.0164,9510000.0,6100.0,594375.0,,148576.0,1.22784e-05,0.1,2.0790272 +7325.3,7313.7344,1.1816568,1559.1222,9520000.0,6106.0,595000.0,,148736.0,1.20224e-05,0.1,1.4926386 +7367.6,7313.791,1.4411936,1559.2278,9530000.0,6112.0,595625.0,,148896.0,1.17664e-05,0.1,1.8922064 +7381.9,7313.78,1.1604048,1559.3331,9540000.0,6118.0,596250.0,,149056.0,1.15104e-05,0.1,1.4073699 +7357.6,7313.4414,1.1483904,1559.4382,9550000.0,6124.0,596875.0,,149216.0,1.12544e-05,0.1,1.5099229 +7392.9,7313.777,0.990052,1559.7977,9560000.0,6129.0,597500.0,,149344.0,1.10496e-05,0.1,1.4336619 +7433.6,7314.451,1.2036967,1559.9022,9570000.0,6135.0,598125.0,,149504.0,1.07936e-05,0.1,1.5301088 +7529.2,7316.476,0.49283338,1560.0065,9580000.0,6141.0,598750.0,,149664.0,1.05376e-05,0.1,1.5946169 +7526.4,7318.792,0.82406574,1560.1106,9590000.0,6147.0,599375.0,,149824.0,1.02816e-05,0.1,1.4585555 +7551.3,7322.8813,0.98673,1559.961,9600000.0,6154.0,600000.0,,149984.0,1.00256e-05,0.1,1.8204352 +7563.3,7327.391,1.3647431,1560.065,9610000.0,6160.0,600625.0,,150144.0,9.7696e-06,0.1,1.4750824 +7472.3,7330.0117,0.3420683,1560.1687,9620000.0,6166.0,601250.0,,150304.0,9.5136e-06,0.1,1.7885889 +7487.7,7333.056,0.66681504,1560.0194,9630000.0,6173.0,601875.0,,150464.0,9.2576e-06,0.1,1.3565784 +7494.7,7336.701,0.9530664,1560.123,9640000.0,6179.0,602500.0,,150624.0,9.0016e-06,0.1,1.7598423 +7576.5,7340.685,1.4122267,1560.2263,9650000.0,6185.0,603125.0,,150752.0,8.7968e-06,0.1,1.6463146 +7515.2,7343.8096,1.3471322,1560.3295,9660000.0,6191.0,603750.0,,150912.0,8.5408e-06,0.1,1.9531567 +7498.4,7346.274,1.1466101,1560.4325,9670000.0,6197.0,604375.0,,151072.0,8.2848e-06,0.1,1.4330187 +7457.8,7348.8677,0.4226209,1560.5353,9680000.0,6203.0,605000.0,,151232.0,8.0288e-06,0.1,1.5757356 +7431.0,7350.785,1.1345695,1560.6378,9690000.0,6209.0,605625.0,,151392.0,7.7728e-06,0.1,1.4931461 +7395.0,7352.8994,2.0732589,1560.9913,9700000.0,6214.0,606250.0,,151552.0,7.5168e-06,0.1,1.755722 +7418.1,7354.8857,1.758261,1561.0933,9710000.0,6220.0,606875.0,,151712.0,7.2608e-06,0.1,1.6864154 +7383.1,7355.989,1.9883797,1561.195,9720000.0,6226.0,607500.0,,151872.0,7.0048e-06,0.1,1.5718846 +7381.4,7357.1763,0.4766657,1561.5471,9730000.0,6231.0,608125.0,,152000.0,6.8e-06,0.1,1.6703994 +7354.8,7357.4927,0.6072721,1561.6482,9740000.0,6237.0,608750.0,,152160.0,6.544e-06,0.1,1.396469 +7381.9,7357.233,1.4410504,1561.7491,9750000.0,6243.0,609375.0,,152320.0,6.288e-06,0.1,1.605426 +7415.6,7357.8184,2.1007323,1562.0999,9760000.0,6248.0,610000.0,,152480.0,6.032e-06,0.1,1.7078052 +7432.6,7357.4204,0.5400073,1562.2002,9770000.0,6254.0,610625.0,,152640.0,5.776e-06,0.1,1.8385859 +7406.8,7357.7144,1.3417013,1562.5499,9780000.0,6259.0,611250.0,,152800.0,5.52e-06,0.1,1.5048786 +7431.0,7358.426,1.4451556,1562.6497,9790000.0,6265.0,611875.0,,152960.0,5.264e-06,0.1,1.4088194 +7469.1,7359.553,1.5449704,1562.7491,9800000.0,6271.0,612500.0,,153120.0,5.008e-06,0.1,1.5253928 +7451.6,7360.209,1.4765774,1563.0975,9810000.0,6276.0,613125.0,,153280.0,4.752e-06,0.1,1.4661868 +7501.0,7361.5137,0.91010076,1563.1964,9820000.0,6282.0,613750.0,,153408.0,4.5472e-06,0.1,1.7555912 +7501.3,7363.406,1.137559,1563.5438,9830000.0,6287.0,614375.0,,153568.0,4.2912e-06,0.1,1.4086821 +7505.0,7364.4707,1.7691822,1563.6421,9840000.0,6293.0,615000.0,,153728.0,4.0352e-06,0.1,1.6052477 +7565.4,7365.6943,0.89299834,1563.7402,9850000.0,6299.0,615625.0,,153888.0,3.7792e-06,0.1,1.4505887 +7469.4,7366.399,0.861511,1563.8383,9860000.0,6305.0,616250.0,,154048.0,3.5232e-06,0.1,1.5166268 +7436.0,7366.0312,0.2990996,1564.1838,9870000.0,6310.0,616875.0,,154208.0,3.2672e-06,0.1,1.5568157 +7428.2,7365.4346,0.531854,1564.2812,9880000.0,6316.0,617500.0,,154368.0,3.0112e-06,0.1,1.5574676 +7446.3,7365.283,0.64707977,1564.3784,9890000.0,6322.0,618125.0,,154528.0,2.7552e-06,0.1,1.857485 +7423.9,7365.38,1.7528865,1564.7227,9900000.0,6327.0,618750.0,,154656.0,2.5504e-06,0.1,1.656271 +7368.0,7364.569,2.094709,1565.0663,9910000.0,6332.0,619375.0,,154816.0,2.2944e-06,0.1,1.9014963 +7386.0,7363.53,1.0049677,1565.1625,9920000.0,6338.0,620000.0,,154976.0,2.0384e-06,0.1,1.6886934 +7375.9,7362.9077,1.292803,1565.2585,9930000.0,6344.0,620625.0,,155136.0,1.7824e-06,0.1,1.7523435 +7393.3,7362.3037,0.65925366,1565.3544,9940000.0,6350.0,621250.0,,155296.0,1.5264e-06,0.1,1.6265029 +7255.6,7360.34,0.24966611,1565.6963,9950000.0,6355.0,621875.0,,155456.0,1.2704e-06,0.1,1.7815378 +7270.7,7357.998,0.5528255,1565.7915,9960000.0,6361.0,622500.0,,155616.0,1.0144e-06,0.1,1.5672088 +7302.0,7356.878,0.32057208,1565.8866,9970000.0,6367.0,623125.0,,155776.0,7.584e-07,0.1,1.7550068 +7291.0,7355.912,0.59754044,1565.9814,9980000.0,6373.0,623750.0,,155936.0,5.024e-07,0.1,1.7664553 +7339.8,7356.0586,1.5924227,1566.3218,9990000.0,6378.0,624375.0,,156064.0,2.976e-07,0.1,1.8090694 +7386.8,7356.7573,2.454558,1566.416,10000000.0,6384.0,625000.0,,156224.0,4.16e-08,0.1,1.265446 diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_df_train.csv b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_df_train.csv new file mode 100644 index 0000000000000000000000000000000000000000..e073485c80ecf5b33a6336bdc54af1e05df17827 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_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 +60.0,60.0,0.30332443,769.2308,10000.0,13.0,625.0,,128.0,0.0002497952,0.1,2.867736 +1396.0,728.0,0.59267455,952.381,20000.0,21.0,1250.0,,288.0,0.0002495392,0.1,2.8486075 +2180.625,1212.2084,0.3838286,1071.4286,30000.0,28.0,1875.0,,448.0,0.0002492832,0.1,2.8113306 +2333.5,1492.5312,0.8956132,1111.1111,40000.0,36.0,2500.0,,608.0,0.0002490272,0.1,2.790257 +2776.875,1749.4,0.2533257,1162.7906,50000.0,43.0,3125.0,,768.0,0.0002487712,0.1,2.7106986 +2782.7778,1921.6295,0.6603437,1200.0,60000.0,50.0,3750.0,,928.0,0.0002485152,0.1,2.679503 +2958.2979,2069.725,0.47837684,1228.0702,70000.0,57.0,4375.0,,1088.0,0.0002482592,0.1,2.69165 +2991.7646,2184.98,0.63967174,1250.0,80000.0,64.0,5000.0,,1248.0,0.0002480032,0.1,2.6143897 +3043.39,2280.359,0.5577406,1285.7142,90000.0,70.0,5625.0,,1376.0,0.0002477984,0.1,2.5943766 +3124.0298,2364.726,0.6471656,1298.7013,100000.0,77.0,6250.0,,1536.0,0.0002475424,0.1,2.5309353 +3145.4666,2435.7024,0.58615977,1294.1177,110000.0,85.0,6875.0,,1696.0,0.0002472864,0.1,2.5684557 +3205.366,2499.841,0.6628381,1290.3226,120000.0,93.0,7500.0,,1856.0,0.0002470304,0.1,2.5614233 +3193.4443,2553.195,0.54902583,1300.0,130000.0,100.0,8125.0,,2016.0,0.0002467744,0.1,2.477809 +3190.8164,2598.7395,0.6142304,1308.4113,140000.0,107.0,8750.0,,2176.0,0.0002465184,0.1,2.4258196 +3264.5,2643.1235,0.4519184,1315.7894,150000.0,114.0,9375.0,,2336.0,0.0002462624,0.1,2.3626912 +3355.6,2687.6533,0.8129974,1322.3141,160000.0,121.0,10000.0,,2496.0,0.0002460064,0.1,2.3747845 +3430.9,2731.3735,0.42350256,1328.125,170000.0,128.0,10625.0,,2656.0,0.0002457504,0.1,2.3688078 +3455.7,2771.614,0.5727392,1333.3334,180000.0,135.0,11250.0,,2784.0,0.0002455456,0.1,2.386479 +3437.4,2806.6553,0.5480758,1338.0282,190000.0,142.0,11875.0,,2944.0,0.0002452896,0.1,2.4269397 +3448.2,2838.7324,0.6759721,1342.2819,200000.0,149.0,12500.0,,3104.0,0.0002450336,0.1,2.3414204 +3434.6,2867.1072,0.57483965,1337.5796,210000.0,157.0,13125.0,,3264.0,0.0002447776,0.1,2.1199834 +3444.5,2893.3523,0.690154,1333.3334,220000.0,165.0,13750.0,,3424.0,0.0002445216,0.1,2.256411 +3406.8,2915.676,0.92856133,1329.4797,230000.0,173.0,14375.0,,3584.0,0.0002442656,0.1,2.0769334 +3377.4,2934.9148,0.7933753,1333.3334,240000.0,180.0,15000.0,,3744.0,0.0002440096,0.1,2.1872745 +3338.1,2951.0422,1.0105125,1344.086,250000.0,186.0,15625.0,,3904.0,0.0002437536,0.1,2.090459 +3296.2,2964.3176,0.65867656,1354.1666,260000.0,192.0,16250.0,,4032.0,0.0002435488,0.1,2.0710783 +3242.6,2974.6245,1.3084692,1350.0,270000.0,200.0,16875.0,,4192.0,0.0002432928,0.1,1.9780772 +3250.3,2984.47,0.9539789,1352.657,280000.0,207.0,17500.0,,4352.0,0.0002430368,0.1,1.8821313 +3202.3,2991.9812,0.5579861,1355.1401,290000.0,214.0,18125.0,,4512.0,0.0002427808,0.1,2.2657752 +3169.6,2997.9019,1.3394973,1351.3513,300000.0,222.0,18750.0,,4672.0,0.0002425248,0.1,2.1557376 +3208.3,3004.6887,1.2472069,1347.826,310000.0,230.0,19375.0,,4832.0,0.0002422688,0.1,2.041626 +3214.8,3011.255,0.9511047,1344.5378,320000.0,238.0,20000.0,,4992.0,0.0002420128,0.1,1.9185201 +3291.8,3019.756,0.86640173,1341.4634,330000.0,246.0,20625.0,,5152.0,0.0002417568,0.1,1.8290637 +3387.7,3030.5781,0.87069964,1343.8735,340000.0,253.0,21250.0,,5312.0,0.0002415008,0.1,2.0801086 +3364.6,3040.1216,1.3719894,1346.1538,350000.0,260.0,21875.0,,5440.0,0.000241296,0.1,1.7639527 +3450.2,3051.5127,0.77198255,1343.2836,360000.0,268.0,22500.0,,5600.0,0.00024104,0.1,1.9674199 +3528.9,3064.415,1.1566538,1345.4546,370000.0,275.0,23125.0,,5760.0,0.000240784,0.1,1.8106501 +3694.2,3080.9885,1.1541657,1342.7562,380000.0,283.0,23750.0,,5920.0,0.000240528,0.1,1.7470355 +3804.0,3099.5273,1.1837486,1344.8276,390000.0,290.0,24375.0,,6080.0,0.000240272,0.1,1.7397931 +3899.4,3119.524,1.0817671,1346.8014,400000.0,297.0,25000.0,,6240.0,0.000240016,0.1,1.8703864 +3951.6,3139.8184,0.57130605,1348.6842,410000.0,304.0,25625.0,,6400.0,0.00023976,0.1,2.0581384 +3937.2,3158.8035,1.0211815,1350.4823,420000.0,311.0,26250.0,,6560.0,0.000239504,0.1,2.1310515 +3924.2,3176.6035,1.1958625,1352.2013,430000.0,318.0,26875.0,,6688.0,0.0002392992,0.1,2.0878835 +3976.1,3194.7737,0.9727038,1353.8462,440000.0,325.0,27500.0,,6848.0,0.0002390432,0.1,1.9035965 +3894.6,3210.3254,0.75245655,1351.3513,450000.0,333.0,28125.0,,7008.0,0.0002387872,0.1,2.110504 +3920.3,3225.7595,1.3475052,1356.9321,460000.0,339.0,28750.0,,7168.0,0.0002385312,0.1,1.9502273 +4000.2,3242.237,0.6110118,1358.3815,470000.0,346.0,29375.0,,7328.0,0.0002382752,0.1,2.1948118 +3994.3,3257.9053,0.9290126,1359.7733,480000.0,353.0,30000.0,,7488.0,0.0002380192,0.1,1.8420781 +4060.7,3274.2888,0.8521987,1361.1111,490000.0,360.0,30625.0,,7648.0,0.0002377632,0.1,2.2807984 +4110.8,3291.019,0.96170354,1366.1202,500000.0,366.0,31250.0,,7808.0,0.0002375072,0.1,1.8705735 +4148.7,3307.8364,0.7281929,1367.2922,510000.0,373.0,31875.0,,7968.0,0.0002372512,0.1,1.9273043 +4267.2,3326.2856,0.5539743,1372.0316,520000.0,379.0,32500.0,,8096.0,0.0002370464,0.1,2.0158062 +4349.3,3345.588,0.8073808,1369.509,530000.0,387.0,33125.0,,8256.0,0.0002367904,0.1,1.7420303 +4523.9,3367.4084,0.41833156,1370.5583,540000.0,394.0,33750.0,,8416.0,0.0002365344,0.1,1.8876435 +4580.8,3389.4702,1.0112736,1371.571,550000.0,401.0,34375.0,,8576.0,0.0002362784,0.1,1.5395888 +4796.7,3414.5994,0.7014119,1372.5491,560000.0,408.0,35000.0,,8736.0,0.0002360224,0.1,1.9932557 +4859.6,3439.9502,1.0821475,1373.494,570000.0,415.0,35625.0,,8896.0,0.0002357664,0.1,1.4188282 +5015.3,3467.1113,1.0390477,1374.4076,580000.0,422.0,36250.0,,9056.0,0.0002355104,0.1,1.5605385 +5150.1,3495.6365,1.0181961,1375.2914,590000.0,429.0,36875.0,,9216.0,0.0002352544,0.1,1.6516571 +5201.9,3524.0742,0.92570746,1379.3103,600000.0,435.0,37500.0,,9344.0,0.0002350496,0.1,1.5971802 +5363.4,3554.2273,0.7149728,1380.0905,610000.0,442.0,38125.0,,9504.0,0.0002347936,0.1,1.9005929 +5393.0,3583.8848,0.8070898,1380.8463,620000.0,449.0,38750.0,,9664.0,0.0002345376,0.1,1.4244844 +5501.8,3614.328,0.6900041,1381.579,630000.0,456.0,39375.0,,9824.0,0.0002342816,0.1,1.8356004 +5576.4,3644.9854,1.4441767,1382.2894,640000.0,463.0,40000.0,,9984.0,0.0002340256,0.1,1.5958365 +5619.5,3675.3625,0.9412886,1382.9788,650000.0,470.0,40625.0,,10144.0,0.0002337696,0.1,1.8363578 +5635.2,3705.0571,1.4805607,1383.6478,660000.0,477.0,41250.0,,10304.0,0.0002335136,0.1,1.4978807 +5652.4,3734.122,1.2306199,1387.1636,670000.0,483.0,41875.0,,10464.0,0.0002332576,0.1,1.487544 +5824.2,3764.8584,1.2779509,1387.7551,680000.0,490.0,42500.0,,10624.0,0.0002330016,0.1,1.6703541 +5787.0,3794.1648,1.0537505,1388.33,690000.0,497.0,43125.0,,10752.0,0.0002327968,0.1,1.5074594 +5812.3,3822.9956,0.73811394,1388.8889,700000.0,504.0,43750.0,,10912.0,0.0002325408,0.1,1.5210788 +5870.4,3851.8323,1.2240906,1389.4325,710000.0,511.0,44375.0,,11072.0,0.0002322848,0.1,1.2795784 +5842.0,3879.4731,1.1007043,1389.9614,720000.0,518.0,45000.0,,11232.0,0.0002320288,0.1,1.638371 +5879.6,3906.872,1.5416703,1390.4762,730000.0,525.0,45625.0,,11392.0,0.0002317728,0.1,1.5134382 +5921.1,3934.0913,1.9109846,1390.9774,740000.0,532.0,46250.0,,11552.0,0.0002315168,0.1,1.631604 +5934.4,3960.762,1.0340515,1391.4657,750000.0,539.0,46875.0,,11712.0,0.0002312608,0.1,1.8136969 +5931.6,3986.694,1.4036316,1389.3967,760000.0,547.0,47500.0,,11872.0,0.0002310048,0.1,1.7595673 +5870.1,4011.1538,1.2798817,1389.8917,770000.0,554.0,48125.0,,12000.0,0.0002308,0.1,1.8211012 +5858.6,4034.8389,0.5438212,1390.3744,780000.0,561.0,48750.0,,12160.0,0.000230544,0.1,1.7205172 +5840.4,4057.6943,0.9282963,1390.8451,790000.0,568.0,49375.0,,12320.0,0.000230288,0.1,1.646223 +5905.4,4080.7905,0.6712875,1391.3043,800000.0,575.0,50000.0,,12480.0,0.000230032,0.1,1.6935184 +5887.6,4103.0967,0.803436,1389.3654,810000.0,583.0,50625.0,,12640.0,0.000229776,0.1,1.7277584 +5893.7,4124.933,1.6395754,1389.8306,820000.0,590.0,51250.0,,12800.0,0.00022952,0.1,1.634546 +5959.8,4147.0405,0.79396826,1390.2848,830000.0,597.0,51875.0,,12960.0,0.000229264,0.1,1.8415195 +5895.0,4167.849,2.3889227,1390.7285,840000.0,604.0,52500.0,,13120.0,0.000229008,0.1,1.5148375 +5824.5,4187.3394,0.86871946,1391.162,850000.0,611.0,53125.0,,13280.0,0.000228752,0.1,1.6923357 +5831.6,4206.4585,0.9093691,1393.8412,860000.0,617.0,53750.0,,13408.0,0.0002285472,0.1,1.7280114 +5725.4,4223.918,0.7003162,1394.2307,870000.0,624.0,54375.0,,13568.0,0.0002282912,0.1,1.9127867 +5643.7,4240.052,0.9088035,1394.6117,880000.0,631.0,55000.0,,13728.0,0.0002280352,0.1,1.7930658 +5652.3,4255.92,1.0349168,1394.9844,890000.0,638.0,55625.0,,13888.0,0.0002277792,0.1,1.7870181 +5674.0,4271.6763,1.0761083,1395.3489,900000.0,645.0,56250.0,,14048.0,0.0002275232,0.1,1.7467375 +5605.6,4286.335,1.1018468,1395.7056,910000.0,652.0,56875.0,,14208.0,0.0002272672,0.1,1.8373029 +5594.9,4300.5586,1.0794369,1396.0547,920000.0,659.0,57500.0,,14368.0,0.0002270112,0.1,1.5533077 +5597.4,4314.503,1.309445,1396.3964,930000.0,666.0,58125.0,,14528.0,0.0002267552,0.1,1.612016 +5602.3,4328.203,0.7326578,1398.8096,940000.0,672.0,58750.0,,14656.0,0.0002265504,0.1,1.8837851 +5574.0,4341.317,0.8979733,1399.1163,950000.0,679.0,59375.0,,14816.0,0.0002262944,0.1,1.7288787 +5562.0,4354.0317,0.8251142,1399.4169,960000.0,686.0,60000.0,,14976.0,0.0002260384,0.1,1.7314419 +5509.7,4365.946,0.882948,1399.7114,970000.0,693.0,60625.0,,15136.0,0.0002257824,0.1,1.7661667 +5551.9,4378.0474,0.5248184,1400.0,980000.0,700.0,61250.0,,15296.0,0.0002255264,0.1,1.9540014 +5527.4,4389.657,0.82255334,1400.2828,990000.0,707.0,61875.0,,15456.0,0.0002252704,0.1,1.7535548 +5583.7,4401.5977,0.6575071,1400.5602,1000000.0,714.0,62500.0,,15616.0,0.0002250144,0.1,1.9607093 +5561.1,4456.609,1.2445041,1400.8322,1010000.0,721.0,63125.0,,15776.0,0.0002247584,0.1,1.8357892 +5647.6,4499.1245,0.39843258,1401.0989,1020000.0,728.0,63750.0,,15936.0,0.0002245024,0.1,2.0438013 +5658.9,4533.907,0.7626885,1401.3606,1030000.0,735.0,64375.0,,16064.0,0.0002242976,0.1,1.7572712 +5610.4,4566.6763,0.657699,1401.6173,1040000.0,742.0,65000.0,,16224.0,0.0002240416,0.1,1.9172515 +5733.0,4596.238,0.8654511,1401.8691,1050000.0,749.0,65625.0,,16384.0,0.0002237856,0.1,1.7029512 +5666.0,4625.07,0.5824489,1403.9735,1060000.0,755.0,66250.0,,16544.0,0.0002235296,0.1,1.7263448 +5626.0,4651.747,0.7874538,1404.1995,1070000.0,762.0,66875.0,,16704.0,0.0002232736,0.1,1.5750854 +5633.5,4678.1646,0.8950786,1404.4214,1080000.0,769.0,67500.0,,16864.0,0.0002230176,0.1,1.8344452 +5637.7,4704.1074,0.6677579,1404.6392,1090000.0,776.0,68125.0,,17024.0,0.0002227616,0.1,1.8252988 +5675.7,4729.6235,1.0302708,1404.8531,1100000.0,783.0,68750.0,,17184.0,0.0002225056,0.1,1.818728 +5687.8,4755.0474,1.044508,1406.8441,1110000.0,789.0,69375.0,,17312.0,0.0002223008,0.1,1.6624463 +5653.1,4779.525,1.159661,1405.2698,1120000.0,797.0,70000.0,,17472.0,0.0002220448,0.1,1.9148611 +5653.3,4804.1235,1.7549143,1405.4727,1130000.0,804.0,70625.0,,17632.0,0.0002217888,0.1,1.5610871 +5733.9,4829.554,0.8383492,1403.9409,1140000.0,812.0,71250.0,,17792.0,0.0002215328,0.1,1.5637376 +5780.1,4854.7104,0.73735005,1402.439,1150000.0,820.0,71875.0,,17952.0,0.0002212768,0.1,1.4266771 +5777.8,4878.932,0.86415774,1404.3584,1160000.0,826.0,72500.0,,18112.0,0.0002210208,0.1,1.5792297 +5817.8,4902.8013,0.559872,1404.5618,1170000.0,833.0,73125.0,,18272.0,0.0002207648,0.1,1.5713658 +5735.5,4925.599,0.5821819,1404.762,1180000.0,840.0,73750.0,,18432.0,0.0002205088,0.1,1.7797168 +5736.1,4948.5864,0.79171234,1404.9586,1190000.0,847.0,74375.0,,18592.0,0.0002202528,0.1,1.7885987 +5702.1,4971.125,1.0998865,1405.1522,1200000.0,854.0,75000.0,,18720.0,0.000220048,0.1,1.5706501 +5783.7,4994.6157,1.3140478,1403.7123,1210000.0,862.0,75625.0,,18880.0,0.000219792,0.1,1.846935 +5798.0,5018.1504,0.7562296,1402.2988,1220000.0,870.0,76250.0,,19040.0,0.000219536,0.1,1.6937304 +5790.7,5041.9897,1.4083192,1402.5085,1230000.0,877.0,76875.0,,19200.0,0.00021928,0.1,1.5148902 +5806.9,5066.2847,0.6786234,1401.1299,1240000.0,885.0,77500.0,,19360.0,0.000219024,0.1,1.474797 +5849.4,5091.398,0.8550625,1401.3453,1250000.0,892.0,78125.0,,19520.0,0.000218768,0.1,1.694931 +5964.1,5118.0767,1.0326245,1401.5573,1260000.0,899.0,78750.0,,19680.0,0.000218512,0.1,1.7947454 +5901.6,5144.667,0.6773773,1401.766,1270000.0,906.0,79375.0,,19840.0,0.000218256,0.1,1.7639174 +5969.6,5171.86,0.9269683,1401.9716,1280000.0,913.0,80000.0,,20000.0,0.000218,0.1,1.7325767 +6046.5,5200.302,0.9235967,1403.6997,1290000.0,919.0,80625.0,,20128.0,0.0002177952,0.1,1.7086313 +6006.1,5228.6665,1.4674454,1403.8877,1300000.0,926.0,81250.0,,20288.0,0.0002175392,0.1,1.5955434 +6028.5,5256.8687,0.56486547,1404.0729,1310000.0,933.0,81875.0,,20448.0,0.0002172832,0.1,1.6556864 +6099.0,5285.7114,0.82427704,1404.2554,1320000.0,940.0,82500.0,,20608.0,0.0002170272,0.1,1.6671734 +6213.7,5314.929,0.6870934,1404.435,1330000.0,947.0,83125.0,,20768.0,0.0002167712,0.1,1.5406978 +6248.9,5343.542,0.6299877,1404.6122,1340000.0,954.0,83750.0,,20928.0,0.0002165152,0.1,1.8483278 +6216.9,5372.0645,1.615903,1404.7866,1350000.0,961.0,84375.0,,21088.0,0.0002162592,0.1,1.9037644 +6182.4,5399.386,1.0983173,1406.4116,1360000.0,967.0,85000.0,,21248.0,0.0002160032,0.1,1.9084468 +6134.4,5425.442,0.92731166,1406.5708,1370000.0,974.0,85625.0,,21376.0,0.0002157984,0.1,1.4816543 +6165.2,5450.1514,0.5601214,1406.7278,1380000.0,981.0,86250.0,,21536.0,0.0002155424,0.1,1.6384416 +6177.3,5473.885,0.7482193,1406.8826,1390000.0,988.0,86875.0,,21696.0,0.0002152864,0.1,1.5040591 +6189.5,5496.786,1.2381637,1407.0352,1400000.0,995.0,87500.0,,21856.0,0.0002150304,0.1,1.697319 +6202.0,5519.29,0.65179956,1407.1857,1410000.0,1002.0,88125.0,,22016.0,0.0002147744,0.1,1.534936 +6145.6,5541.3745,1.0173004,1405.9406,1420000.0,1010.0,88750.0,,22176.0,0.0002145184,0.1,1.7209631 +6127.3,5563.406,0.7407903,1406.0963,1430000.0,1017.0,89375.0,,22336.0,0.0002142624,0.1,1.7722604 +6126.4,5584.908,1.9253459,1406.25,1440000.0,1024.0,90000.0,,22496.0,0.0002140064,0.1,1.6156924 +6086.6,5606.8286,1.2700498,1406.4016,1450000.0,1031.0,90625.0,,22656.0,0.0002137504,0.1,1.5907187 +6114.8,5628.773,0.86373293,1407.9075,1460000.0,1037.0,91250.0,,22784.0,0.0002135456,0.1,1.2688656 +6144.5,5650.216,0.6731029,1408.046,1470000.0,1044.0,91875.0,,22944.0,0.0002132896,0.1,1.4433191 +6168.8,5671.9614,0.78442806,1408.1827,1480000.0,1051.0,92500.0,,23104.0,0.0002130336,0.1,1.4419938 +6270.5,5694.0596,0.78950375,1409.6499,1490000.0,1057.0,93125.0,,23264.0,0.0002127776,0.1,1.6141957 +6430.4,5717.2544,0.5794786,1409.7744,1500000.0,1064.0,93750.0,,23424.0,0.0002125216,0.1,1.5111465 +6473.6,5740.5044,1.4310913,1409.8973,1510000.0,1071.0,94375.0,,23584.0,0.0002122656,0.1,1.6278665 +6520.0,5763.0317,1.2678089,1410.0186,1520000.0,1078.0,95000.0,,23744.0,0.0002120096,0.1,1.6706213 +6471.7,5784.256,0.750722,1408.8397,1530000.0,1086.0,95625.0,,23904.0,0.0002117536,0.1,1.7295097 +6493.1,5803.948,1.0987442,1407.6782,1540000.0,1094.0,96250.0,,24032.0,0.0002115488,0.1,1.9893034 +6467.3,5822.813,1.9418305,1407.811,1550000.0,1101.0,96875.0,,24192.0,0.0002112928,0.1,1.6886129 +6557.8,5840.4243,0.7393405,1406.6727,1560000.0,1109.0,97500.0,,24352.0,0.0002110368,0.1,1.6778213 +6601.5,5857.8438,2.0782688,1405.5505,1570000.0,1117.0,98125.0,,24512.0,0.0002107808,0.1,1.5461669 +6672.7,5874.417,1.3099507,1405.694,1580000.0,1124.0,98750.0,,24672.0,0.0002105248,0.1,1.801754 +6708.6,5890.0024,0.71107566,1404.5936,1590000.0,1132.0,99375.0,,24832.0,0.0002102688,0.1,1.5620147 +6659.2,5904.575,1.3711295,1403.5088,1600000.0,1140.0,100000.0,,24992.0,0.0002100128,0.1,1.8351922 +6610.1,5917.0425,1.4773575,1403.6617,1610000.0,1147.0,100625.0,,25152.0,0.0002097568,0.1,1.5898707 +6614.8,5929.2607,0.99576575,1405.0304,1620000.0,1153.0,101250.0,,25312.0,0.0002095008,0.1,1.6685754 +6600.2,5940.244,1.3468455,1405.1724,1630000.0,1160.0,101875.0,,25440.0,0.000209296,0.1,1.353039 +6558.6,5950.067,0.98063594,1405.3127,1640000.0,1167.0,102500.0,,25600.0,0.00020904,0.1,1.5992407 +6581.7,5959.688,1.2389659,1405.4514,1650000.0,1174.0,103125.0,,25760.0,0.000208784,0.1,1.2790248 +6543.0,5968.766,1.0205377,1405.5885,1660000.0,1181.0,103750.0,,25920.0,0.000208528,0.1,1.593343 +6661.1,5978.8535,0.9344147,1404.5416,1670000.0,1189.0,104375.0,,26080.0,0.000208272,0.1,1.6438471 +6666.6,5987.2773,1.4666208,1404.6823,1680000.0,1196.0,105000.0,,26240.0,0.000208016,0.1,1.5672377 +6672.6,5996.134,0.68352634,1404.8213,1690000.0,1203.0,105625.0,,26400.0,0.00020776,0.1,1.6016324 +6587.0,6003.8813,0.5229699,1404.9586,1700000.0,1210.0,106250.0,,26560.0,0.000207504,0.1,1.7075754 +6606.0,6011.2363,1.0478839,1406.25,1710000.0,1216.0,106875.0,,26688.0,0.0002072992,0.1,1.6025798 +6604.5,6018.8613,1.5653636,1405.2288,1720000.0,1224.0,107500.0,,26848.0,0.0002070432,0.1,1.646388 +6643.3,6026.498,0.89743733,1405.3615,1730000.0,1231.0,108125.0,,27008.0,0.0002067872,0.1,1.5841097 +6661.1,6033.898,1.2418991,1405.4927,1740000.0,1238.0,108750.0,,27168.0,0.0002065312,0.1,1.8312919 +6681.0,6041.3643,1.1397771,1404.4944,1750000.0,1246.0,109375.0,,27328.0,0.0002062752,0.1,1.5802298 +6608.3,6048.1313,1.1467953,1404.6289,1760000.0,1253.0,110000.0,,27488.0,0.0002060192,0.1,1.651366 +6614.0,6055.571,1.1310177,1404.762,1770000.0,1260.0,110625.0,,27648.0,0.0002057632,0.1,1.4111335 +6620.6,6063.1904,0.78786594,1404.8934,1780000.0,1267.0,111250.0,,27808.0,0.0002055072,0.1,1.4879328 +6635.8,6071.145,0.88125604,1405.0236,1790000.0,1274.0,111875.0,,27968.0,0.0002052512,0.1,1.3677131 +6672.8,6078.819,1.2471243,1406.25,1800000.0,1280.0,112500.0,,28096.0,0.0002050464,0.1,1.640246 +6651.8,6086.4604,1.4428918,1405.2795,1810000.0,1288.0,113125.0,,28256.0,0.0002047904,0.1,1.5412414 +6669.4,6094.217,0.6241607,1405.4054,1820000.0,1295.0,113750.0,,28416.0,0.0002045344,0.1,1.2370181 +6705.6,6101.675,0.58197653,1405.5299,1830000.0,1302.0,114375.0,,28576.0,0.0002042784,0.1,1.4448647 +6767.1,6110.3965,1.2169793,1406.7278,1840000.0,1308.0,115000.0,,28736.0,0.0002040224,0.1,1.5965872 +6729.3,6119.4443,1.1662713,1406.8441,1850000.0,1315.0,115625.0,,28896.0,0.0002037664,0.1,1.6599739 +6645.0,6127.578,0.9257058,1405.8958,1860000.0,1323.0,116250.0,,29056.0,0.0002035104,0.1,1.4304523 +6598.5,6136.3096,1.0730137,1407.073,1870000.0,1329.0,116875.0,,29216.0,0.0002032544,0.1,1.6062744 +6611.3,6145.985,0.82949746,1407.1857,1880000.0,1336.0,117500.0,,29344.0,0.0002030496,0.1,1.5120265 +6599.5,6155.457,2.0743492,1407.2971,1890000.0,1343.0,118125.0,,29504.0,0.0002027936,0.1,1.5984217 +6648.7,6165.2036,0.88360786,1407.4073,1900000.0,1350.0,118750.0,,29664.0,0.0002025376,0.1,1.7331771 +6671.0,6175.858,2.1351116,1405.4452,1910000.0,1359.0,119375.0,,29824.0,0.0002022816,0.1,1.4089489 +6602.8,6185.937,0.59559405,1404.5355,1920000.0,1367.0,120000.0,,29984.0,0.0002020256,0.1,1.5851331 +6545.9,6195.4214,1.1387827,1404.658,1930000.0,1374.0,120625.0,,30144.0,0.0002017696,0.1,1.4349136 +6523.1,6204.63,0.87039983,1404.7792,1940000.0,1381.0,121250.0,,30304.0,0.0002015136,0.1,1.678052 +6468.0,6213.57,1.4890978,1403.8877,1950000.0,1389.0,121875.0,,30464.0,0.0002012576,0.1,1.719378 +6432.1,6222.2715,0.36944616,1404.0115,1960000.0,1396.0,122500.0,,30624.0,0.0002010016,0.1,1.7445936 +6429.7,6231.471,0.5984658,1403.1339,1970000.0,1404.0,123125.0,,30752.0,0.0002007968,0.1,1.7474114 +6370.3,6239.655,1.1898735,1403.2601,1980000.0,1411.0,123750.0,,30912.0,0.0002005408,0.1,1.6300855 +6416.1,6248.5425,1.309671,1402.396,1990000.0,1419.0,124375.0,,31072.0,0.0002002848,0.1,1.5995303 +6425.3,6256.958,1.0356791,1402.5245,2000000.0,1426.0,125000.0,,31232.0,0.0002000288,0.1,1.536762 +6430.4,6265.6514,1.1815995,1403.6312,2010000.0,1432.0,125625.0,,31392.0,0.0001997728,0.1,1.6539326 +6404.3,6273.2183,0.7670571,1403.7526,2020000.0,1439.0,126250.0,,31552.0,0.0001995168,0.1,1.6689868 +6434.0,6280.9688,0.55751735,1403.8728,2030000.0,1446.0,126875.0,,31712.0,0.0001992608,0.1,1.7454662 +6467.3,6289.538,0.56963867,1403.9917,2040000.0,1453.0,127500.0,,31872.0,0.0001990048,0.1,1.7005187 +6457.6,6296.785,1.3389429,1405.072,2050000.0,1459.0,128125.0,,32000.0,0.0001988,0.1,1.706831 +6490.5,6305.0293,0.96951985,1405.1842,2060000.0,1466.0,128750.0,,32160.0,0.000198544,0.1,1.7961969 +6484.5,6313.6143,0.7083093,1405.2953,2070000.0,1473.0,129375.0,,32320.0,0.000198288,0.1,1.61848 +6443.8,6321.7183,1.2697777,1405.4054,2080000.0,1480.0,130000.0,,32480.0,0.000198032,0.1,1.7043915 +6426.5,6329.6055,1.1541324,1405.5144,2090000.0,1487.0,130625.0,,32640.0,0.000197776,0.1,1.6019502 +6454.5,6337.393,0.81880647,1405.6224,2100000.0,1494.0,131250.0,,32800.0,0.00019752,0.1,1.4802496 +6424.0,6344.756,0.52407414,1404.7936,2110000.0,1502.0,131875.0,,32960.0,0.000197264,0.1,1.6310549 +6402.9,6352.2524,0.76377106,1404.9039,2120000.0,1509.0,132500.0,,33120.0,0.000197008,0.1,1.6165085 +6473.2,6360.4517,0.55767536,1404.087,2130000.0,1517.0,133125.0,,33280.0,0.000196752,0.1,1.8112074 +6484.7,6367.9595,0.9514849,1405.1215,2140000.0,1523.0,133750.0,,33408.0,0.0001965472,0.1,1.6067644 +6509.7,6375.256,0.74683523,1405.2288,2150000.0,1530.0,134375.0,,33568.0,0.0001962912,0.1,1.4052811 +6527.0,6382.7476,0.7875845,1405.3351,2160000.0,1537.0,135000.0,,33728.0,0.0001960352,0.1,1.6222624 +6560.8,6390.178,1.509084,1406.3513,2170000.0,1543.0,135625.0,,33888.0,0.0001957792,0.1,1.551722 +6516.9,6397.9917,0.725648,1406.4517,2180000.0,1550.0,136250.0,,34048.0,0.0001955232,0.1,1.5201237 +6468.8,6405.3193,1.3527571,1406.551,2190000.0,1557.0,136875.0,,34208.0,0.0001952672,0.1,1.5230188 +6512.7,6413.425,1.5957158,1406.6497,2200000.0,1564.0,137500.0,,34368.0,0.0001950112,0.1,1.5984505 +6512.9,6420.7163,0.66984737,1406.7473,2210000.0,1571.0,138125.0,,34528.0,0.0001947552,0.1,1.4971151 +6510.2,6427.839,0.660628,1407.7362,2220000.0,1577.0,138750.0,,34656.0,0.0001945504,0.1,1.4549466 +6597.4,6435.906,0.7427505,1407.8282,2230000.0,1584.0,139375.0,,34816.0,0.0001942944,0.1,1.5185307 +6628.1,6444.118,0.77673346,1407.9196,2240000.0,1591.0,140000.0,,34976.0,0.0001940384,0.1,1.4957213 +6687.9,6452.503,0.6357554,1408.01,2250000.0,1598.0,140625.0,,35136.0,0.0001937824,0.1,1.8094155 +6679.6,6459.658,0.720584,1408.0997,2260000.0,1605.0,141250.0,,35296.0,0.0001935264,0.1,1.4083288 +6670.0,6467.3423,1.0464997,1409.0627,2270000.0,1611.0,141875.0,,35456.0,0.0001932704,0.1,1.5257032 +6625.6,6473.9023,0.8307581,1409.1471,2280000.0,1618.0,142500.0,,35616.0,0.0001930144,0.1,1.4538704 +6563.0,6479.0674,1.3791976,1408.3641,2290000.0,1626.0,143125.0,,35776.0,0.0001927584,0.1,1.4018664 +6488.2,6483.888,0.42406946,1408.4507,2300000.0,1633.0,143750.0,,35936.0,0.0001925024,0.1,1.6251553 +6472.0,6488.323,1.9239346,1409.396,2310000.0,1639.0,144375.0,,36064.0,0.0001922976,0.1,1.5238035 +6514.6,6492.4795,1.470154,1409.4775,2320000.0,1646.0,145000.0,,36224.0,0.0001920416,0.1,1.8732848 +6557.8,6495.9204,1.5034757,1409.5583,2330000.0,1653.0,145625.0,,36384.0,0.0001917856,0.1,1.4342341 +6570.8,6499.14,0.8693203,1409.6385,2340000.0,1660.0,146250.0,,36544.0,0.0001915296,0.1,1.6490669 +6540.3,6502.3735,1.6127192,1409.718,2350000.0,1667.0,146875.0,,36704.0,0.0001912736,0.1,1.7523166 +6528.4,6505.833,0.93368083,1409.7969,2360000.0,1674.0,147500.0,,36864.0,0.0001910176,0.1,1.6350231 +6569.0,6510.179,0.57742435,1409.8751,2370000.0,1681.0,148125.0,,37024.0,0.0001907616,0.1,1.4284102 +6531.3,6513.84,0.5409554,1409.9526,2380000.0,1688.0,148750.0,,37184.0,0.0001905056,0.1,1.3330883 +6554.5,6517.612,0.5963098,1410.0295,2390000.0,1695.0,149375.0,,37312.0,0.0001903008,0.1,1.6402869 +6566.4,6521.381,0.5675756,1410.1057,2400000.0,1702.0,150000.0,,37472.0,0.0001900448,0.1,1.6166341 +6622.9,6525.5894,0.90237874,1409.3567,2410000.0,1710.0,150625.0,,37632.0,0.0001897888,0.1,1.5215615 +6662.2,6530.755,0.6348304,1409.435,2420000.0,1717.0,151250.0,,37792.0,0.0001895328,0.1,1.6410402 +6682.4,6536.3057,0.8306455,1409.5128,2430000.0,1724.0,151875.0,,37952.0,0.0001892768,0.1,1.6993613 +6755.0,6542.592,0.44894323,1409.5898,2440000.0,1731.0,152500.0,,38112.0,0.0001890208,0.1,1.6861427 +6831.1,6550.0376,1.6385076,1408.8557,2450000.0,1739.0,153125.0,,38272.0,0.0001887648,0.1,1.5286553 +6856.2,6557.4517,0.5245771,1408.9347,2460000.0,1746.0,153750.0,,38432.0,0.0001885088,0.1,1.4452395 +6853.9,6564.5454,0.6838313,1409.0131,2470000.0,1753.0,154375.0,,38592.0,0.0001882528,0.1,1.6841743 +6824.4,6571.101,1.4500626,1409.091,2480000.0,1760.0,155000.0,,38720.0,0.000188048,0.1,1.5260935 +6848.8,6576.8843,0.78985804,1408.3711,2490000.0,1768.0,155625.0,,38880.0,0.000187792,0.1,1.5820475 +6834.5,6580.926,1.1486276,1407.6577,2500000.0,1776.0,156250.0,,39040.0,0.000187536,0.1,1.2899226 +6896.0,6585.1494,1.2916284,1406.9507,2510000.0,1784.0,156875.0,,39200.0,0.00018728,0.1,1.4561538 +6879.8,6588.748,1.2475673,1407.0352,2520000.0,1791.0,157500.0,,39360.0,0.000187024,0.1,1.4006282 +6882.0,6592.851,0.8432174,1406.3369,2530000.0,1799.0,158125.0,,39520.0,0.000186768,0.1,1.7774419 +6864.0,6596.5605,0.90138394,1405.6448,2540000.0,1807.0,158750.0,,39680.0,0.000186512,0.1,1.5362625 +6818.7,6600.0737,0.5572489,1405.7332,2550000.0,1814.0,159375.0,,39840.0,0.000186256,0.1,1.8071159 +6794.6,6602.4424,0.59847623,1405.8209,2560000.0,1821.0,160000.0,,40000.0,0.000186,0.1,1.8565239 +6795.0,6604.3774,0.9156399,1405.1394,2570000.0,1829.0,160625.0,,40128.0,0.0001857952,0.1,1.738637 +6846.5,6606.1157,0.9286511,1405.2288,2580000.0,1836.0,161250.0,,40288.0,0.0001855392,0.1,1.5610965 +6791.1,6606.94,0.62817943,1405.3174,2590000.0,1843.0,161875.0,,40448.0,0.0001852832,0.1,1.639519 +6840.4,6608.7524,0.54012805,1405.4054,2600000.0,1850.0,162500.0,,40608.0,0.0001850272,0.1,1.6391087 +6822.7,6610.878,0.84952843,1405.4927,2610000.0,1857.0,163125.0,,40768.0,0.0001847712,0.1,1.7908369 +6797.2,6612.7017,0.95112956,1405.5793,2620000.0,1864.0,163750.0,,40928.0,0.0001845152,0.1,1.6011016 +6832.3,6615.0225,0.7440364,1406.4171,2630000.0,1870.0,164375.0,,41088.0,0.0001842592,0.1,1.7941555 +6864.9,6618.0854,1.3875817,1405.7509,2640000.0,1878.0,165000.0,,41248.0,0.0001840032,0.1,1.6762002 +6863.3,6620.902,0.5152492,1406.5818,2650000.0,1884.0,165625.0,,41376.0,0.0001837984,0.1,1.734062 +6874.1,6624.214,0.85814846,1406.6631,2660000.0,1891.0,166250.0,,41536.0,0.0001835424,0.1,1.7849956 +6856.4,6626.1655,0.7994013,1406.7439,2670000.0,1898.0,166875.0,,41696.0,0.0001832864,0.1,1.5181385 +6874.8,6628.2485,0.4705317,1407.563,2680000.0,1904.0,167500.0,,41856.0,0.0001830304,0.1,1.7330334 +6891.5,6630.437,1.4130888,1407.64,2690000.0,1911.0,168125.0,,42016.0,0.0001827744,0.1,1.627406 +6870.1,6633.268,0.39769143,1408.4507,2700000.0,1917.0,168750.0,,42176.0,0.0001825184,0.1,1.8949817 +6892.9,6636.1367,1.1395242,1408.5239,2710000.0,1924.0,169375.0,,42336.0,0.0001822624,0.1,1.7135367 +6782.1,6637.913,0.40770882,1408.5966,2720000.0,1931.0,170000.0,,42496.0,0.0001820064,0.1,2.0952048 +6813.5,6639.615,0.9310298,1408.6687,2730000.0,1938.0,170625.0,,42656.0,0.0001817504,0.1,1.6331416 +6771.4,6640.7173,0.802984,1409.465,2740000.0,1944.0,171250.0,,42784.0,0.0001815456,0.1,1.8916724 +6771.1,6641.619,0.9631654,1409.5336,2750000.0,1951.0,171875.0,,42944.0,0.0001812896,0.1,1.5148036 +6781.1,6643.3467,0.87664855,1409.6017,2760000.0,1958.0,172500.0,,43104.0,0.0001810336,0.1,1.6114136 +6801.7,6645.2246,1.6449662,1409.6692,2770000.0,1965.0,173125.0,,43264.0,0.0001807776,0.1,1.6781467 +6800.6,6647.0244,0.86981434,1409.7363,2780000.0,1972.0,173750.0,,43424.0,0.0001805216,0.1,1.5474643 +6791.2,6648.578,0.84752506,1409.803,2790000.0,1979.0,174375.0,,43584.0,0.0001802656,0.1,1.6405454 +6785.3,6649.703,1.795133,1409.1595,2800000.0,1987.0,175000.0,,43744.0,0.0001800096,0.1,1.7171971 +6829.7,6651.482,0.85223365,1409.2277,2810000.0,1994.0,175625.0,,43904.0,0.0001797536,0.1,1.5618472 +6846.3,6653.2515,0.89707285,1409.2954,2820000.0,2001.0,176250.0,,44032.0,0.0001795488,0.1,1.6388266 +6850.3,6654.698,0.640121,1410.0648,2830000.0,2007.0,176875.0,,44192.0,0.0001792928,0.1,1.6112711 +6861.7,6655.6436,0.6094698,1409.4293,2840000.0,2015.0,177500.0,,44352.0,0.0001790368,0.1,1.6824169 +6956.3,6657.9146,0.51530844,1408.7988,2850000.0,2023.0,178125.0,,44512.0,0.0001787808,0.1,1.7429252 +6971.2,6661.1763,1.0017506,1408.1733,2860000.0,2031.0,178750.0,,44672.0,0.0001785248,0.1,1.6813186 +6947.3,6664.6636,1.2570382,1408.2434,2870000.0,2038.0,179375.0,,44832.0,0.0001782688,0.1,1.7533133 +6990.9,6668.4595,1.4888088,1408.313,2880000.0,2045.0,180000.0,,44992.0,0.0001780128,0.1,1.5405234 +6954.0,6672.005,0.7458183,1408.3821,2890000.0,2052.0,180625.0,,45152.0,0.0001777568,0.1,1.7046638 +6889.1,6674.409,0.6777713,1408.4507,2900000.0,2059.0,181250.0,,45312.0,0.0001775008,0.1,1.6369059 +6810.1,6675.8,2.5014884,1408.5189,2910000.0,2066.0,181875.0,,45440.0,0.000177296,0.1,1.8050842 +6781.5,6677.5874,1.2048447,1408.5865,2920000.0,2073.0,182500.0,,45600.0,0.00017704,0.1,1.7629702 +6693.8,6679.067,0.5349824,1407.9769,2930000.0,2081.0,183125.0,,45760.0,0.000176784,0.1,1.5688704 +6694.6,6680.7817,0.7731547,1408.046,2940000.0,2088.0,183750.0,,45920.0,0.000176528,0.1,1.8782651 +6618.7,6682.288,0.6755938,1407.4427,2950000.0,2096.0,184375.0,,46080.0,0.000176272,0.1,1.887151 +6557.7,6683.5444,0.6436846,1407.5131,2960000.0,2103.0,185000.0,,46240.0,0.000176016,0.1,1.9229354 +6536.0,6684.607,2.1103225,1408.2504,2970000.0,2109.0,185625.0,,46400.0,0.00017576,0.1,1.8595996 +6537.7,6686.281,1.572676,1408.3176,2980000.0,2116.0,186250.0,,46560.0,0.000175504,0.1,1.7592483 +6521.9,6687.339,0.51568234,1408.3844,2990000.0,2123.0,186875.0,,46688.0,0.0001752992,0.1,1.7479535 +6537.9,6688.4644,0.7132108,1408.4507,3000000.0,2130.0,187500.0,,46848.0,0.0001750432,0.1,1.419047 +6548.1,6689.642,0.4602799,1408.5166,3010000.0,2137.0,188125.0,,47008.0,0.0001747872,0.1,1.7694445 +6531.7,6690.9155,1.0558187,1408.582,3020000.0,2144.0,188750.0,,47168.0,0.0001745312,0.1,1.4966125 +6560.3,6692.1787,0.6514502,1408.6471,3030000.0,2151.0,189375.0,,47328.0,0.0001742752,0.1,1.834945 +6588.7,6693.393,2.2456126,1408.0593,3040000.0,2159.0,190000.0,,47488.0,0.0001740192,0.1,1.6761057 +6583.4,6694.6504,1.2112665,1408.1256,3050000.0,2166.0,190625.0,,47648.0,0.0001737632,0.1,1.9111626 +6614.4,6695.89,1.2255659,1408.1914,3060000.0,2173.0,191250.0,,47808.0,0.0001735072,0.1,1.6234505 +6660.3,6697.6475,0.7373517,1408.2568,3070000.0,2180.0,191875.0,,47968.0,0.0001732512,0.1,1.8807812 +6697.8,6700.188,1.1104988,1408.9662,3080000.0,2186.0,192500.0,,48096.0,0.0001730464,0.1,2.0532231 +6697.9,6702.902,0.5923227,1409.0287,3090000.0,2193.0,193125.0,,48256.0,0.0001727904,0.1,1.5693029 +6728.8,6705.645,0.61538494,1409.091,3100000.0,2200.0,193750.0,,48416.0,0.0001725344,0.1,1.7328093 +6683.2,6708.237,0.6976956,1408.5145,3110000.0,2208.0,194375.0,,48576.0,0.0001722784,0.1,1.6449385 +6648.5,6710.6934,0.6212269,1408.5779,3120000.0,2215.0,195000.0,,48736.0,0.0001720224,0.1,1.7499373 +6669.0,6712.6514,1.138569,1408.6409,3130000.0,2222.0,195625.0,,48896.0,0.0001717664,0.1,1.5951028 +6659.0,6714.3936,0.6512289,1408.7035,3140000.0,2229.0,196250.0,,49056.0,0.0001715104,0.1,1.7709826 +6664.3,6715.94,0.4220355,1408.7656,3150000.0,2236.0,196875.0,,49216.0,0.0001712544,0.1,1.7226207 +6652.5,6717.195,0.94554657,1408.8275,3160000.0,2243.0,197500.0,,49344.0,0.0001710496,0.1,1.6626177 +6664.0,6718.227,0.8347409,1408.263,3170000.0,2251.0,198125.0,,49504.0,0.0001707936,0.1,1.6222388 +6714.8,6720.206,1.2142428,1408.3259,3180000.0,2258.0,198750.0,,49664.0,0.0001705376,0.1,1.6577889 +6724.1,6722.7593,0.9383482,1408.3885,3190000.0,2265.0,199375.0,,49824.0,0.0001702816,0.1,1.7050112 +6750.6,6725.138,1.4670568,1407.831,3200000.0,2273.0,200000.0,,49984.0,0.0001700256,0.1,1.7146693 +6770.2,6727.7114,0.72091264,1408.5125,3210000.0,2279.0,200625.0,,50144.0,0.0001697696,0.1,1.7781291 +6733.5,6729.9443,1.0540048,1408.574,3220000.0,2286.0,201250.0,,50304.0,0.0001695136,0.1,1.7569414 +6840.4,6732.3735,0.9338572,1408.0209,3230000.0,2294.0,201875.0,,50464.0,0.0001692576,0.1,1.7316897 +6779.8,6733.891,0.7154504,1407.4718,3240000.0,2302.0,202500.0,,50624.0,0.0001690016,0.1,1.8189981 +6777.3,6734.785,1.4201746,1407.5358,3250000.0,2309.0,203125.0,,50752.0,0.0001687968,0.1,1.8698884 +6788.9,6735.8774,1.8787376,1406.3848,3260000.0,2318.0,203750.0,,50912.0,0.0001685408,0.1,1.7820764 +6798.9,6737.166,0.49956667,1406.4517,3270000.0,2325.0,204375.0,,51072.0,0.0001682848,0.1,1.6000628 +6804.4,6738.9546,2.759654,1405.9152,3280000.0,2333.0,205000.0,,51232.0,0.0001680288,0.1,2.087204 +6827.1,6741.5957,2.232293,1405.9829,3290000.0,2340.0,205625.0,,51392.0,0.0001677728,0.1,1.8303459 +6762.4,6744.3374,1.8499341,1405.4514,3300000.0,2348.0,206250.0,,51552.0,0.0001675168,0.1,1.8815866 +6877.8,6748.3955,0.8490554,1405.5201,3310000.0,2355.0,206875.0,,51712.0,0.0001672608,0.1,1.8959409 +6911.5,6752.365,1.2261043,1405.5885,3320000.0,2362.0,207500.0,,51872.0,0.0001670048,0.1,1.6683741 +6965.4,6756.4404,1.2339385,1405.6564,3330000.0,2369.0,208125.0,,52000.0,0.0001668,0.1,1.794038 +6940.8,6760.1406,1.0544051,1405.7239,3340000.0,2376.0,208750.0,,52160.0,0.000166544,0.1,1.5384866 +6961.6,6764.3545,0.7546079,1405.791,3350000.0,2383.0,209375.0,,52320.0,0.000166288,0.1,1.7534366 +6963.6,6768.706,0.6225161,1405.8578,3360000.0,2390.0,210000.0,,52480.0,0.000166032,0.1,1.7735434 +6957.4,6772.591,0.54623216,1405.9241,3370000.0,2397.0,210625.0,,52640.0,0.000165776,0.1,1.700163 +7014.8,6777.425,0.89859504,1405.99,3380000.0,2404.0,211250.0,,52800.0,0.00016552,0.1,1.5894151 +7077.3,6782.6533,1.0084412,1406.0555,3390000.0,2411.0,211875.0,,52960.0,0.000165264,0.1,1.6495316 +7122.0,6788.209,0.85367996,1406.1207,3400000.0,2418.0,212500.0,,53120.0,0.000165008,0.1,1.7564852 +7102.8,6793.0083,1.8712581,1406.1855,3410000.0,2425.0,213125.0,,53280.0,0.000164752,0.1,1.4571373 +7084.7,6797.2324,0.6829832,1406.8285,3420000.0,2431.0,213750.0,,53408.0,0.0001645472,0.1,1.9157684 +7172.5,6802.134,0.33115596,1406.8909,3430000.0,2438.0,214375.0,,53568.0,0.0001642912,0.1,1.5341647 +7119.7,6805.781,1.5093548,1407.5287,3440000.0,2444.0,215000.0,,53728.0,0.0001640352,0.1,1.8874886 +7086.6,6808.3354,0.91987765,1407.5887,3450000.0,2451.0,215625.0,,53888.0,0.0001637792,0.1,1.7321962 +6955.4,6809.3276,0.6345732,1407.6484,3460000.0,2458.0,216250.0,,54048.0,0.0001635232,0.1,1.6683872 +6962.3,6810.411,0.8043665,1407.1371,3470000.0,2466.0,216875.0,,54208.0,0.0001632672,0.1,1.4013822 +6983.7,6812.005,0.5926071,1407.1978,3480000.0,2473.0,217500.0,,54368.0,0.0001630112,0.1,1.4474409 +7010.0,6813.616,0.35020372,1407.258,3490000.0,2480.0,218125.0,,54528.0,0.0001627552,0.1,1.3535037 +6991.1,6815.183,0.635675,1407.318,3500000.0,2487.0,218750.0,,54656.0,0.0001625504,0.1,1.7660537 +6985.0,6816.0723,0.41807052,1407.3777,3510000.0,2494.0,219375.0,,54816.0,0.0001622944,0.1,1.6707908 +6883.7,6816.112,0.42746955,1406.8745,3520000.0,2502.0,220000.0,,54976.0,0.0001620384,0.1,1.5117984 +6917.6,6816.4683,1.0514207,1406.935,3530000.0,2509.0,220625.0,,55136.0,0.0001617824,0.1,1.649768 +6902.7,6816.855,1.5904461,1406.9952,3540000.0,2516.0,221250.0,,55296.0,0.0001615264,0.1,1.6663029 +6970.3,6818.3706,0.45572037,1407.055,3550000.0,2523.0,221875.0,,55456.0,0.0001612704,0.1,1.4564334 +6994.8,6820.373,1.9099609,1407.671,3560000.0,2529.0,222500.0,,55616.0,0.0001610144,0.1,1.275835 +6984.9,6822.272,0.76729786,1408.284,3570000.0,2535.0,223125.0,,55776.0,0.0001607584,0.1,1.642525 +7069.9,6824.506,1.1537563,1408.3398,3580000.0,2542.0,223750.0,,55936.0,0.0001605024,0.1,1.4458044 +7159.2,6828.186,0.6265762,1409.5013,3590000.0,2547.0,224375.0,,56064.0,0.0001602976,0.1,1.6478825 +7107.1,6830.8535,1.5167519,1410.1057,3600000.0,2553.0,225000.0,,56224.0,0.0001600416,0.1,1.6349287 +6983.7,6832.464,1.5000722,1410.1562,3610000.0,2560.0,225625.0,,56384.0,0.0001597856,0.1,1.7040099 +6883.7,6833.3286,1.0760531,1410.756,3620000.0,2566.0,226250.0,,56544.0,0.0001595296,0.1,1.9040252 +6842.2,6833.428,1.1682465,1411.902,3630000.0,2571.0,226875.0,,56704.0,0.0001592736,0.1,1.5796933 +6902.9,6833.8076,0.619528,1412.4951,3640000.0,2577.0,227500.0,,56864.0,0.0001590176,0.1,1.8208618 +6865.3,6833.8276,1.1140893,1413.0856,3650000.0,2583.0,228125.0,,57024.0,0.0001587616,0.1,1.4895129 +6827.0,6833.357,0.85800046,1414.2195,3660000.0,2588.0,228750.0,,57184.0,0.0001585056,0.1,1.7472908 +6827.9,6833.072,1.5227624,1414.8033,3670000.0,2594.0,229375.0,,57312.0,0.0001583008,0.1,1.5566342 +6857.3,6832.8975,0.86547816,1415.9292,3680000.0,2599.0,230000.0,,57472.0,0.0001580448,0.1,1.9932654 +6883.1,6832.813,1.3533208,1416.5067,3690000.0,2605.0,230625.0,,57632.0,0.0001577888,0.1,1.5481242 +6755.0,6831.662,1.1607664,1416.5391,3700000.0,2612.0,231250.0,,57792.0,0.0001575328,0.1,1.6164454 +6778.4,6830.517,0.58572924,1417.1123,3710000.0,2618.0,231875.0,,57952.0,0.0001572768,0.1,1.5013392 +6765.4,6830.35,0.9866587,1417.683,3720000.0,2624.0,232500.0,,58112.0,0.0001570208,0.1,1.7383772 +6696.3,6829.1777,0.9503839,1418.251,3730000.0,2630.0,233125.0,,58272.0,0.0001567648,0.1,1.7629923 +6716.0,6828.6235,2.1451347,1418.8164,3740000.0,2636.0,233750.0,,58432.0,0.0001565088,0.1,1.4050348 +6898.6,6829.8994,0.5826485,1419.3793,3750000.0,2642.0,234375.0,,58592.0,0.0001562528,0.1,1.9887264 +6875.3,6830.8413,1.1096327,1419.9396,3760000.0,2648.0,235000.0,,58720.0,0.000156048,0.1,1.4031119 +6899.4,6831.8184,0.83329475,1420.4973,3770000.0,2654.0,235625.0,,58880.0,0.000155792,0.1,1.5881448 +6903.5,6832.8467,0.60625285,1421.0526,3780000.0,2660.0,236250.0,,59040.0,0.000155536,0.1,1.5662596 +6893.9,6833.8735,0.54280096,1421.0724,3790000.0,2667.0,236875.0,,59200.0,0.00015528,0.1,1.4633807 +6971.6,6835.7363,1.0123831,1421.6237,3800000.0,2673.0,237500.0,,59360.0,0.000155024,0.1,1.60014 +6970.9,6837.149,0.5342098,1422.1725,3810000.0,2679.0,238125.0,,59520.0,0.000154768,0.1,1.5975494 +6822.8,6836.9136,1.0813737,1422.7188,3820000.0,2685.0,238750.0,,59680.0,0.000154512,0.1,1.5571826 +6703.7,6835.448,1.0949596,1423.2627,3830000.0,2691.0,239375.0,,59840.0,0.000154256,0.1,1.7857938 +6638.3,6833.214,1.1632793,1424.3324,3840000.0,2696.0,240000.0,,60000.0,0.000154,0.1,1.8294833 +6631.9,6829.97,1.2261232,1424.8705,3850000.0,2702.0,240625.0,,60128.0,0.0001537952,0.1,1.7964747 +6666.8,6826.926,1.524661,1425.9327,3860000.0,2707.0,241250.0,,60288.0,0.0001535392,0.1,1.5352688 +6556.6,6823.0186,1.3172753,1426.4652,3870000.0,2713.0,241875.0,,60448.0,0.0001532832,0.1,1.9759285 +6507.3,6818.183,1.5410906,1427.5203,3880000.0,2718.0,242500.0,,60608.0,0.0001530272,0.1,1.5974691 +6450.2,6813.145,0.64585125,1427.523,3890000.0,2725.0,243125.0,,60768.0,0.0001527712,0.1,1.8720535 +6504.9,6809.3027,2.529334,1428.0483,3900000.0,2731.0,243750.0,,60928.0,0.0001525152,0.1,1.6260917 +6411.7,6805.3184,0.9821353,1428.5714,3910000.0,2737.0,244375.0,,61088.0,0.0001522592,0.1,2.0031142 +6394.7,6801.45,0.99212337,1429.0923,3920000.0,2743.0,245000.0,,61248.0,0.0001520032,0.1,1.5600235 +6326.3,6797.775,0.6149566,1430.131,3930000.0,2748.0,245625.0,,61376.0,0.0001517984,0.1,1.5012553 +6370.2,6794.5312,0.8130718,1430.6464,3940000.0,2754.0,246250.0,,61536.0,0.0001515424,0.1,1.5218171 +6419.8,6792.5425,0.58198637,1431.1594,3950000.0,2760.0,246875.0,,61696.0,0.0001512864,0.1,1.7553174 +6615.0,6793.1157,0.39239708,1431.6703,3960000.0,2766.0,247500.0,,61856.0,0.0001510304,0.1,1.5690465 +6661.6,6794.372,0.51806,1431.6625,3970000.0,2773.0,248125.0,,62016.0,0.0001507744,0.1,1.4655268 +6693.5,6795.9307,0.9991931,1432.1698,3980000.0,2779.0,248750.0,,62176.0,0.0001505184,0.1,1.5938048 +6640.2,6797.1133,0.48026806,1432.675,3990000.0,2785.0,249375.0,,62336.0,0.0001502624,0.1,1.5216765 +6641.0,6798.1445,0.9626896,1433.1781,4000000.0,2791.0,250000.0,,62496.0,0.0001500064,0.1,1.5168355 +6695.9,6799.622,0.6956836,1433.679,4010000.0,2797.0,250625.0,,62656.0,0.0001497504,0.1,1.7046819 +6701.0,6801.3145,0.78765565,1434.6895,4020000.0,2802.0,251250.0,,62784.0,0.0001495456,0.1,1.4328916 +6771.3,6803.425,0.6064436,1435.6965,4030000.0,2807.0,251875.0,,62944.0,0.0001492896,0.1,1.849728 +6817.1,6805.7095,1.4807425,1436.1891,4040000.0,2813.0,252500.0,,63104.0,0.0001490336,0.1,1.5852141 +6746.3,6807.339,0.33568597,1436.6797,4050000.0,2819.0,253125.0,,63264.0,0.0001487776,0.1,1.8704329 +6821.9,6809.413,1.3813989,1437.1681,4060000.0,2825.0,253750.0,,63424.0,0.0001485216,0.1,1.4528327 +6791.6,6810.727,1.3296821,1437.6545,4070000.0,2831.0,254375.0,,63584.0,0.0001482656,0.1,1.6474553 +6743.1,6811.179,1.9112033,1437.6321,4080000.0,2838.0,255000.0,,63744.0,0.0001480096,0.1,1.7272978 +6658.8,6810.788,1.6815093,1438.1154,4090000.0,2844.0,255625.0,,63904.0,0.0001477536,0.1,1.6557797 +6634.3,6809.8438,0.9177487,1438.5964,4100000.0,2850.0,256250.0,,64032.0,0.0001475488,0.1,1.619918 +6545.0,6808.4614,0.8206228,1438.5719,4110000.0,2857.0,256875.0,,64192.0,0.0001472928,0.1,1.4967186 +6594.7,6807.9233,0.5277056,1438.5475,4120000.0,2864.0,257500.0,,64352.0,0.0001470368,0.1,1.6415604 +6602.5,6807.2583,0.8047246,1439.0244,4130000.0,2870.0,258125.0,,64512.0,0.0001467808,0.1,1.6265421 +6632.5,6806.993,1.0045978,1438.9989,4140000.0,2877.0,258750.0,,64672.0,0.0001465248,0.1,1.9152845 +6571.9,6806.0684,0.4462871,1439.4728,4150000.0,2883.0,259375.0,,64832.0,0.0001462688,0.1,1.7149181 +6583.7,6805.381,1.6595843,1439.4464,4160000.0,2890.0,260000.0,,64992.0,0.0001460128,0.1,1.8413389 +6602.0,6804.7607,1.2764105,1439.42,4170000.0,2897.0,260625.0,,65152.0,0.0001457568,0.1,1.716997 +6734.2,6804.9536,0.4225782,1439.8898,4180000.0,2903.0,261250.0,,65312.0,0.0001455008,0.1,1.6671503 +6765.8,6805.371,0.67745525,1440.8528,4190000.0,2908.0,261875.0,,65440.0,0.000145296,0.1,1.4525237 +6756.1,6805.427,0.4849672,1441.3177,4200000.0,2914.0,262500.0,,65600.0,0.00014504,0.1,1.4768971 +6746.2,6805.187,0.7453859,1441.7808,4210000.0,2920.0,263125.0,,65760.0,0.000144784,0.1,1.7514479 +6883.6,6806.688,0.626872,1442.242,4220000.0,2926.0,263750.0,,65920.0,0.000144528,0.1,1.5108309 +6915.3,6807.437,0.47543922,1442.7012,4230000.0,2932.0,264375.0,,66080.0,0.000144272,0.1,1.8242497 +6972.4,6809.3623,0.43742308,1443.1586,4240000.0,2938.0,265000.0,,66240.0,0.000144016,0.1,1.687113 +7045.6,6812.0464,0.40600517,1443.1239,4250000.0,2945.0,265625.0,,66400.0,0.00014376,0.1,1.595823 +7024.1,6814.398,0.91700613,1443.5785,4260000.0,2951.0,266250.0,,66560.0,0.000143504,0.1,1.8273336 +7000.2,6816.4106,0.2432392,1444.0311,4270000.0,2957.0,266875.0,,66688.0,0.0001432992,0.1,1.539511 +7025.2,6818.6187,0.99248594,1444.4819,4280000.0,2963.0,267500.0,,66848.0,0.0001430432,0.1,1.869175 +7024.4,6820.5913,1.0587789,1444.4445,4290000.0,2970.0,268125.0,,67008.0,0.0001427872,0.1,1.6312447 +7001.8,6822.986,0.56003547,1444.8925,4300000.0,2976.0,268750.0,,67168.0,0.0001425312,0.1,1.4763911 +6938.3,6823.591,1.1766527,1444.8541,4310000.0,2983.0,269375.0,,67328.0,0.0001422752,0.1,1.4536438 +6917.7,6823.6533,1.2657325,1445.2994,4320000.0,2989.0,270000.0,,67488.0,0.0001420192,0.1,1.6534603 +6966.9,6823.668,0.87765527,1445.7429,4330000.0,2995.0,270625.0,,67648.0,0.0001417632,0.1,1.6159568 +6912.6,6823.386,1.4744115,1446.1846,4340000.0,3001.0,271250.0,,67808.0,0.0001415072,0.1,1.7706008 +6837.7,6822.147,0.7648778,1446.6245,4350000.0,3007.0,271875.0,,67968.0,0.0001412512,0.1,1.6892997 +6760.6,6820.1167,0.47686937,1446.5826,4360000.0,3014.0,272500.0,,68096.0,0.0001410464,0.1,1.4707618 +6755.8,6818.101,0.81374395,1447.0199,4370000.0,3020.0,273125.0,,68256.0,0.0001407904,0.1,1.6808076 +6803.0,6815.984,0.9926903,1447.9338,4380000.0,3025.0,273750.0,,68416.0,0.0001405344,0.1,1.5357325 +6798.6,6813.197,1.2145402,1448.3668,4390000.0,3031.0,274375.0,,68576.0,0.0001402784,0.1,1.6298918 +6802.9,6810.006,0.8326374,1448.7981,4400000.0,3037.0,275000.0,,68736.0,0.0001400224,0.1,1.6472085 +6812.3,6807.1006,0.7763558,1449.2278,4410000.0,3043.0,275625.0,,68896.0,0.0001397664,0.1,1.6781571 +6882.8,6805.081,0.49695146,1449.6556,4420000.0,3049.0,276250.0,,69056.0,0.0001395104,0.1,1.7568779 +6861.0,6801.9663,1.8604419,1450.0818,4430000.0,3055.0,276875.0,,69216.0,0.0001392544,0.1,1.61217 +6874.5,6799.5137,0.6845533,1450.9803,4440000.0,3060.0,277500.0,,69344.0,0.0001390496,0.1,1.6702809 +6950.6,6798.1543,0.51239204,1451.4025,4450000.0,3066.0,278125.0,,69504.0,0.0001387936,0.1,1.7345266 +6901.5,6797.615,1.3787959,1452.2957,4460000.0,3071.0,278750.0,,69664.0,0.0001385376,0.1,1.7351066 +6916.6,6797.1587,0.7303301,1452.7136,4470000.0,3077.0,279375.0,,69824.0,0.0001382816,0.1,1.6275383 +6928.4,6796.605,1.3782859,1453.1301,4480000.0,3083.0,280000.0,,69984.0,0.0001380256,0.1,1.7572174 +6925.3,6795.7583,0.49371123,1453.5448,4490000.0,3089.0,280625.0,,70144.0,0.0001377696,0.1,1.6387205 +6952.5,6795.372,1.6557647,1453.958,4500000.0,3095.0,281250.0,,70304.0,0.0001375136,0.1,1.4363889 +6953.0,6795.052,1.4908049,1454.8387,4510000.0,3100.0,281875.0,,70464.0,0.0001372576,0.1,1.6643447 +6901.8,6795.234,1.5280817,1454.7795,4520000.0,3107.0,282500.0,,70624.0,0.0001370016,0.1,1.4830801 +6989.7,6795.9536,0.7456528,1455.6555,4530000.0,3112.0,283125.0,,70752.0,0.0001367968,0.1,1.6483593 +6981.5,6796.7417,0.4652866,1456.0615,4540000.0,3118.0,283750.0,,70912.0,0.0001365408,0.1,1.4797415 +6887.3,6795.912,2.0172133,1456.4661,4550000.0,3124.0,284375.0,,71072.0,0.0001362848,0.1,1.7505589 +6858.3,6794.547,1.4227426,1456.869,4560000.0,3130.0,285000.0,,71232.0,0.0001360288,0.1,1.6521152 +6780.0,6792.498,0.6001412,1457.7352,4570000.0,3135.0,285625.0,,71392.0,0.0001357728,0.1,1.483902 +6795.0,6789.7485,0.79827523,1458.1344,4580000.0,3141.0,286250.0,,71552.0,0.0001355168,0.1,1.6552193 +6754.4,6785.7007,1.8214324,1458.532,4590000.0,3147.0,286875.0,,71712.0,0.0001352608,0.1,1.6972151 +6768.4,6782.314,0.7696492,1458.4655,4600000.0,3154.0,287500.0,,71872.0,0.0001350048,0.1,1.5074232 +6821.4,6780.69,0.50411814,1458.8607,4610000.0,3160.0,288125.0,,72000.0,0.0001348,0.1,1.5233622 +6812.1,6779.9746,0.9828806,1458.7938,4620000.0,3167.0,288750.0,,72160.0,0.000134544,0.1,1.4956427 +6880.3,6780.3555,0.71526855,1459.1869,4630000.0,3173.0,289375.0,,72320.0,0.000134288,0.1,1.8093525 +6864.9,6779.9756,0.76274645,1459.1195,4640000.0,3180.0,290000.0,,72480.0,0.000134032,0.1,1.5153142 +6824.5,6779.5684,0.69889617,1459.5104,4650000.0,3186.0,290625.0,,72640.0,0.000133776,0.1,1.5475543 +6852.7,6779.825,1.1117355,1459.8998,4660000.0,3192.0,291250.0,,72800.0,0.00013352,0.1,1.6145687 +6838.5,6779.9307,0.3224072,1460.2877,4670000.0,3198.0,291875.0,,72960.0,0.000133264,0.1,1.6464807 +6871.8,6780.076,0.79979956,1460.6742,4680000.0,3204.0,292500.0,,73120.0,0.000133008,0.1,1.5084978 +6965.7,6780.902,0.38306105,1461.0592,4690000.0,3210.0,293125.0,,73280.0,0.000132752,0.1,1.558173 +7003.1,6783.3833,0.7093703,1461.4427,4700000.0,3216.0,293750.0,,73408.0,0.0001325472,0.1,1.6236196 +7154.1,6787.14,2.0291429,1461.3713,4710000.0,3223.0,294375.0,,73568.0,0.0001322912,0.1,1.6751002 +7139.9,6790.8843,0.5321964,1461.3003,4720000.0,3230.0,295000.0,,73728.0,0.0001320352,0.1,1.733804 +7084.1,6794.7637,0.7047132,1461.681,4730000.0,3236.0,295625.0,,73888.0,0.0001317792,0.1,1.6066079 +7093.3,6798.5356,0.54973507,1461.6096,4740000.0,3243.0,296250.0,,74048.0,0.0001315232,0.1,1.8164486 +7074.0,6800.2905,1.0699666,1461.9883,4750000.0,3249.0,296875.0,,74208.0,0.0001312672,0.1,1.4832898 +7079.7,6802.334,1.0593246,1461.9165,4760000.0,3256.0,297500.0,,74368.0,0.0001310112,0.1,1.7656882 +7099.8,6804.338,0.8721143,1462.2931,4770000.0,3262.0,298125.0,,74528.0,0.0001307552,0.1,1.4463463 +7094.9,6806.2515,1.168953,1463.116,4780000.0,3267.0,298750.0,,74656.0,0.0001305504,0.1,1.8041036 +7125.2,6808.5645,1.0148176,1463.4891,4790000.0,3273.0,299375.0,,74816.0,0.0001302944,0.1,1.3575993 +7096.9,6809.8174,0.43375733,1463.861,4800000.0,3279.0,300000.0,,74976.0,0.0001300384,0.1,1.8636088 +7101.0,6811.118,0.56200475,1463.7858,4810000.0,3286.0,300625.0,,75136.0,0.0001297824,0.1,1.4612974 +7089.2,6813.7827,0.3714162,1464.1555,4820000.0,3292.0,301250.0,,75296.0,0.0001295264,0.1,1.6613886 +7062.6,6817.372,0.7829744,1464.5239,4830000.0,3298.0,301875.0,,75456.0,0.0001292704,0.1,1.8044226 +7079.1,6821.781,0.7544657,1464.891,4840000.0,3304.0,302500.0,,75616.0,0.0001290144,0.1,1.8284571 +6945.1,6824.9126,1.5830383,1465.6996,4850000.0,3309.0,303125.0,,75776.0,0.0001287584,0.1,1.6956201 +6969.4,6827.939,1.171854,1466.0634,4860000.0,3315.0,303750.0,,75936.0,0.0001285024,0.1,1.714575 +6977.7,6832.1494,0.6351605,1466.8674,4870000.0,3320.0,304375.0,,76064.0,0.0001282976,0.1,1.8460145 +6972.4,6836.8,0.6870411,1466.7869,4880000.0,3327.0,305000.0,,76224.0,0.0001280416,0.1,1.4892074 +7091.4,6843.2114,0.68524957,1467.1467,4890000.0,3333.0,305625.0,,76384.0,0.0001277856,0.1,1.7689769 +7089.6,6849.0596,1.6887375,1467.5052,4900000.0,3339.0,306250.0,,76544.0,0.0001275296,0.1,1.4124424 +7054.2,6855.484,1.1479154,1467.8624,4910000.0,3345.0,306875.0,,76704.0,0.0001272736,0.1,1.6946068 +7100.7,6862.5444,0.65362334,1467.7804,4920000.0,3352.0,307500.0,,76864.0,0.0001270176,0.1,1.3821591 +7065.1,6869.9326,1.2201298,1468.1357,4930000.0,3358.0,308125.0,,77024.0,0.0001267616,0.1,1.6425048 +7072.5,6876.955,2.9474416,1468.4899,4940000.0,3364.0,308750.0,,77184.0,0.0001265056,0.1,1.3827684 +6993.7,6882.694,0.53367496,1468.8428,4950000.0,3370.0,309375.0,,77312.0,0.0001263008,0.1,1.628576 +6946.1,6886.006,0.42970312,1468.7593,4960000.0,3377.0,310000.0,,77472.0,0.0001260448,0.1,1.3840041 +7011.7,6889.5063,0.8521591,1469.1102,4970000.0,3383.0,310625.0,,77632.0,0.0001257888,0.1,1.5792623 +7075.6,6893.3276,0.66444933,1469.46,4980000.0,3389.0,311250.0,,77792.0,0.0001255328,0.1,1.8072946 +7068.6,6897.612,1.7857069,1469.8086,4990000.0,3395.0,311875.0,,77952.0,0.0001252768,0.1,1.5656092 +7052.5,6901.727,1.7822195,1470.1559,5000000.0,3401.0,312500.0,,78112.0,0.0001250208,0.1,1.7139542 +7021.1,6904.9785,1.5915965,1470.502,5010000.0,3407.0,313125.0,,78272.0,0.0001247648,0.1,1.6625656 +6940.7,6907.3755,0.70216125,1471.2778,5020000.0,3412.0,313750.0,,78432.0,0.0001245088,0.1,1.4071355 +6913.6,6908.799,1.8174019,1471.6208,5030000.0,3418.0,314375.0,,78592.0,0.0001242528,0.1,1.6258726 +6947.7,6910.1045,1.1308509,1471.9626,5040000.0,3424.0,315000.0,,78720.0,0.000124048,0.1,1.8084365 +6914.4,6911.785,0.48344052,1472.7325,5050000.0,3429.0,315625.0,,78880.0,0.000123792,0.1,1.8094035 +6902.8,6912.5938,0.7801672,1473.0713,5060000.0,3435.0,316250.0,,79040.0,0.000123536,0.1,1.3937442 +6875.5,6913.4326,1.2483419,1473.4089,5070000.0,3441.0,316875.0,,79200.0,0.00012328,0.1,1.7436199 +6855.6,6914.558,1.9462756,1473.7452,5080000.0,3447.0,317500.0,,79360.0,0.000123024,0.1,1.8106123 +6907.8,6917.049,1.0709097,1474.0806,5090000.0,3453.0,318125.0,,79520.0,0.000122768,0.1,1.7335209 +6831.2,6919.0176,0.88971186,1474.4146,5100000.0,3459.0,318750.0,,79680.0,0.000122512,0.1,1.4342666 +6820.3,6921.7705,1.0985461,1475.1732,5110000.0,3464.0,319375.0,,79840.0,0.000122256,0.1,1.6373856 +6811.9,6923.942,0.7556113,1475.5043,5120000.0,3470.0,320000.0,,80000.0,0.000122,0.1,1.635376 +6830.2,6926.2188,1.0109694,1476.259,5130000.0,3475.0,320625.0,,80128.0,0.0001217952,0.1,1.3481996 +6879.4,6928.6875,0.7275689,1476.5872,5140000.0,3481.0,321250.0,,80288.0,0.0001215392,0.1,1.5452352 +6893.6,6931.9043,1.7719145,1476.9143,5150000.0,3487.0,321875.0,,80448.0,0.0001212832,0.1,1.4732552 +6870.3,6934.7715,0.9792822,1477.2402,5160000.0,3493.0,322500.0,,80608.0,0.0001210272,0.1,1.7155473 +6818.5,6936.936,0.8466395,1477.5651,5170000.0,3499.0,323125.0,,80768.0,0.0001207712,0.1,1.6649764 +6894.5,6938.5396,0.9719432,1477.4672,5180000.0,3506.0,323750.0,,80928.0,0.0001205152,0.1,1.7556827 +6935.8,6940.2393,0.71976054,1477.7904,5190000.0,3512.0,324375.0,,81088.0,0.0001202592,0.1,1.5847234 +6965.3,6942.331,0.4959537,1478.1125,5200000.0,3518.0,325000.0,,81248.0,0.0001200032,0.1,1.6841202 +7046.7,6945.3364,0.7556635,1478.8533,5210000.0,3523.0,325625.0,,81376.0,0.0001197984,0.1,1.5766692 +7072.4,6947.2236,0.90608186,1479.1726,5220000.0,3529.0,326250.0,,81536.0,0.0001195424,0.1,1.1243118 +7013.4,6948.2046,1.0617614,1479.4908,5230000.0,3535.0,326875.0,,81696.0,0.0001192864,0.1,1.5548136 +6988.2,6948.362,1.6490173,1480.226,5240000.0,3540.0,327500.0,,81856.0,0.0001190304,0.1,1.5709198 +6902.9,6946.935,1.2336566,1480.5415,5250000.0,3546.0,328125.0,,82016.0,0.0001187744,0.1,1.8358529 +6929.0,6945.9844,0.46376926,1480.8558,5260000.0,3552.0,328750.0,,82176.0,0.0001185184,0.1,1.3201538 +6935.6,6945.339,0.51584333,1481.1692,5270000.0,3558.0,329375.0,,82336.0,0.0001182624,0.1,1.6597865 +6925.2,6944.338,1.0733212,1481.4814,5280000.0,3564.0,330000.0,,82496.0,0.0001180064,0.1,1.5911269 +6996.8,6944.064,1.0201693,1481.7927,5290000.0,3570.0,330625.0,,82656.0,0.0001177504,0.1,1.5802414 +7025.9,6944.3037,0.96895635,1482.5175,5300000.0,3575.0,331250.0,,82784.0,0.0001175456,0.1,1.5126262 +6879.5,6943.716,0.6377043,1482.826,5310000.0,3581.0,331875.0,,82944.0,0.0001172896,0.1,1.6847522 +6802.5,6942.564,0.7266159,1483.1335,5320000.0,3587.0,332500.0,,83104.0,0.0001170336,0.1,1.599997 +6814.3,6941.038,1.5118656,1483.4401,5330000.0,3593.0,333125.0,,83264.0,0.0001167776,0.1,1.5816157 +6751.9,6939.4307,0.5061107,1484.1578,5340000.0,3598.0,333750.0,,83424.0,0.0001165216,0.1,1.7733128 +6709.4,6938.1475,1.1092145,1484.4617,5350000.0,3604.0,334375.0,,83584.0,0.0001162656,0.1,1.6021752 +6725.3,6937.795,1.054887,1484.7645,5360000.0,3610.0,335000.0,,83744.0,0.0001160096,0.1,1.5431533 +6711.6,6937.353,0.9810648,1485.0664,5370000.0,3616.0,335625.0,,83904.0,0.0001157536,0.1,1.5298617 +6813.8,6937.4614,0.62041646,1485.7775,5380000.0,3621.0,336250.0,,84032.0,0.0001155488,0.1,1.6480951 +6827.6,6937.752,0.56775194,1486.0767,5390000.0,3627.0,336875.0,,84192.0,0.0001152928,0.1,1.4527042 +6763.9,6937.3613,0.5388882,1486.3749,5400000.0,3633.0,337500.0,,84352.0,0.0001150368,0.1,1.5583873 +6770.0,6936.938,0.6880039,1486.6721,5410000.0,3639.0,338125.0,,84512.0,0.0001147808,0.1,1.2795767 +6801.2,6936.122,2.1898599,1486.9685,5420000.0,3645.0,338750.0,,84672.0,0.0001145248,0.1,1.7689342 +6807.3,6935.585,2.2816179,1487.2638,5430000.0,3651.0,339375.0,,84832.0,0.0001142688,0.1,1.4463952 +6825.1,6935.0913,1.5268083,1487.5581,5440000.0,3657.0,340000.0,,84992.0,0.0001140128,0.1,1.4576166 +6873.0,6934.315,1.3020196,1487.8514,5450000.0,3663.0,340625.0,,85152.0,0.0001137568,0.1,1.6188087 +6872.8,6934.029,0.5629223,1488.1439,5460000.0,3669.0,341250.0,,85312.0,0.0001135008,0.1,1.642726 +6847.0,6933.332,0.5993824,1488.8405,5470000.0,3674.0,341875.0,,85440.0,0.000113296,0.1,1.5536032 +6834.2,6932.39,0.4625598,1489.1305,5480000.0,3680.0,342500.0,,85600.0,0.00011304,0.1,1.5884762 +6950.2,6932.6387,2.0724678,1489.0155,5490000.0,3687.0,343125.0,,85760.0,0.000112784,0.1,1.8052256 +6863.3,6931.747,1.404889,1488.9009,5500000.0,3694.0,343750.0,,85920.0,0.000112528,0.1,1.7122315 +6841.0,6930.627,1.0078382,1489.1892,5510000.0,3700.0,344375.0,,86080.0,0.000112272,0.1,1.6366639 +6769.9,6929.3076,0.75447243,1489.4766,5520000.0,3706.0,345000.0,,86240.0,0.000112016,0.1,1.6775596 +6801.0,6927.4204,1.0248151,1490.1644,5530000.0,3711.0,345625.0,,86400.0,0.00011176,0.1,1.537865 +6714.5,6924.7505,1.4884087,1490.4493,5540000.0,3717.0,346250.0,,86560.0,0.000111504,0.1,1.7231536 +6720.9,6923.0864,0.7885894,1491.1338,5550000.0,3722.0,346875.0,,86688.0,0.0001112992,0.1,1.4762876 +6758.6,6922.09,1.4761046,1491.4163,5560000.0,3728.0,347500.0,,86848.0,0.0001110432,0.1,1.7261916 +6663.9,6920.9287,1.4125249,1491.6979,5570000.0,3734.0,348125.0,,87008.0,0.0001107872,0.1,1.6234962 +6698.5,6919.964,0.2622641,1491.9786,5580000.0,3740.0,348750.0,,87168.0,0.0001105312,0.1,1.5708661 +6778.4,6920.2036,0.8309622,1492.2584,5590000.0,3746.0,349375.0,,87328.0,0.0001102752,0.1,1.4018261 +6789.3,6920.412,1.4536537,1492.5374,5600000.0,3752.0,350000.0,,87488.0,0.0001100192,0.1,1.4735897 +6820.1,6920.4,1.674097,1493.2126,5610000.0,3757.0,350625.0,,87648.0,0.0001097632,0.1,1.4209825 +6768.8,6919.9673,1.388147,1493.4893,5620000.0,3763.0,351250.0,,87808.0,0.0001095072,0.1,1.4984577 +6954.2,6920.706,1.0500996,1493.7649,5630000.0,3769.0,351875.0,,87968.0,0.0001092512,0.1,1.4922397 +7030.7,6922.364,2.007356,1494.4357,5640000.0,3774.0,352500.0,,88096.0,0.0001090464,0.1,1.5984532 +7045.6,6924.575,0.6495092,1494.709,5650000.0,3780.0,353125.0,,88256.0,0.0001087904,0.1,1.6847614 +7074.4,6926.791,2.272927,1494.9816,5660000.0,3786.0,353750.0,,88416.0,0.0001085344,0.1,1.5296276 +7118.0,6929.587,1.4262024,1495.2532,5670000.0,3792.0,354375.0,,88576.0,0.0001082784,0.1,1.7832172 +7021.5,6931.084,1.1442537,1495.9178,5680000.0,3797.0,355000.0,,88736.0,0.0001080224,0.1,1.5788525 +7031.0,6931.737,0.8706348,1496.1873,5690000.0,3803.0,355625.0,,88896.0,0.0001077664,0.1,1.7512949 +7032.1,6932.027,1.2434111,1496.4558,5700000.0,3809.0,356250.0,,89056.0,0.0001075104,0.1,1.9364774 +7115.4,6931.64,2.1671832,1497.1158,5710000.0,3814.0,356875.0,,89216.0,0.0001072544,0.1,1.6557636 +7042.5,6930.6655,0.9301391,1497.7743,5720000.0,3819.0,357500.0,,89344.0,0.0001070496,0.1,1.7406411 +7022.4,6930.049,2.3332727,1498.0392,5730000.0,3825.0,358125.0,,89504.0,0.0001067936,0.1,1.4385941 +6992.6,6929.041,0.8031796,1498.3033,5740000.0,3831.0,358750.0,,89664.0,0.0001065376,0.1,1.6604418 +6916.1,6927.464,0.94913745,1498.5665,5750000.0,3837.0,359375.0,,89824.0,0.0001062816,0.1,1.7610035 +6933.3,6925.9995,0.85746324,1498.829,5760000.0,3843.0,360000.0,,89984.0,0.0001060256,0.1,1.7130857 +6856.7,6923.569,1.6052088,1499.0907,5770000.0,3849.0,360625.0,,90144.0,0.0001057696,0.1,1.5111867 +6819.2,6920.8105,1.8321846,1499.3514,5780000.0,3855.0,361250.0,,90304.0,0.0001055136,0.1,1.6333187 +6818.1,6917.7407,1.3842437,1499.6115,5790000.0,3861.0,361875.0,,90464.0,0.0001052576,0.1,1.5352145 +6854.6,6915.3174,0.3560948,1499.8707,5800000.0,3867.0,362500.0,,90624.0,0.0001050016,0.1,1.7674763 +6899.1,6913.2983,1.1754868,1500.1292,5810000.0,3873.0,363125.0,,90752.0,0.0001047968,0.1,1.6838528 +6909.7,6911.503,1.22038,1500.3867,5820000.0,3879.0,363750.0,,90912.0,0.0001045408,0.1,1.7140455 +6852.2,6909.3994,1.8936667,1500.6436,5830000.0,3885.0,364375.0,,91072.0,0.0001042848,0.1,1.7135627 +6820.4,6906.812,0.99930674,1500.8995,5840000.0,3891.0,365000.0,,91232.0,0.0001040288,0.1,1.9035401 +6851.9,6905.8794,0.64731044,1501.1548,5850000.0,3897.0,365625.0,,91392.0,0.0001037728,0.1,1.5283358 +6795.4,6904.139,0.9501283,1501.4092,5860000.0,3903.0,366250.0,,91552.0,0.0001035168,0.1,1.6342402 +6825.5,6902.6177,0.94421685,1501.6628,5870000.0,3909.0,366875.0,,91712.0,0.0001032608,0.1,1.5223775 +6880.3,6901.697,1.1027428,1501.9156,5880000.0,3915.0,367500.0,,91872.0,0.0001030048,0.1,1.7814922 +6813.1,6898.9146,0.89958465,1502.551,5890000.0,3920.0,368125.0,,92000.0,0.0001028,0.1,1.4075677 +6755.3,6895.572,1.2948208,1502.4192,5900000.0,3927.0,368750.0,,92160.0,0.000102544,0.1,1.905673 +6754.8,6892.578,1.4726151,1503.0519,5910000.0,3932.0,369375.0,,92320.0,0.000102288,0.1,1.6784108 +6735.3,6888.924,0.83966714,1503.3011,5920000.0,3938.0,370000.0,,92480.0,0.000102032,0.1,1.9092997 +6782.1,6886.0938,1.0068407,1503.5497,5930000.0,3944.0,370625.0,,92640.0,0.000101776,0.1,1.8471336 +6732.1,6882.69,1.6419528,1503.7975,5940000.0,3950.0,371250.0,,92800.0,0.00010152,0.1,1.6573393 +6648.9,6879.2417,1.856059,1504.0444,5950000.0,3956.0,371875.0,,92960.0,0.000101264,0.1,1.6862226 +6666.5,6876.445,3.0418253,1504.6705,5960000.0,3961.0,372500.0,,93120.0,0.000101008,0.1,1.3976495 +6618.5,6872.513,1.2160395,1504.9155,5970000.0,3967.0,373125.0,,93280.0,0.000100752,0.1,1.599119 +6658.8,6868.345,0.6600514,1505.5388,5980000.0,3972.0,373750.0,,93408.0,0.0001005472,0.1,1.6895938 +6787.2,6865.5312,1.713835,1505.7819,5990000.0,3978.0,374375.0,,93568.0,0.0001002912,0.1,1.5528764 +6842.4,6863.43,1.365067,1506.024,6000000.0,3984.0,375000.0,,93728.0,0.0001000352,0.1,1.71455 +6760.8,6860.8267,1.5865983,1506.2656,6010000.0,3990.0,375625.0,,93888.0,9.97792e-05,0.1,1.7433051 +6780.4,6859.2236,0.9413348,1506.5065,6020000.0,3996.0,376250.0,,94048.0,9.95232e-05,0.1,1.5337639 +6877.8,6858.8657,1.9173267,1506.3702,6030000.0,4003.0,376875.0,,94208.0,9.92672e-05,0.1,1.5066272 +6833.8,6857.727,1.2326013,1506.6101,6040000.0,4009.0,377500.0,,94368.0,9.90112e-05,0.1,1.4318182 +6817.1,6856.7544,0.9119813,1506.8494,6050000.0,4015.0,378125.0,,94528.0,9.87552e-05,0.1,1.6337737 +6698.5,6854.7114,1.7492856,1507.4626,6060000.0,4020.0,378750.0,,94656.0,9.85504e-05,0.1,1.4596484 +6778.8,6853.744,1.1806722,1507.7,6070000.0,4026.0,379375.0,,94816.0,9.82944e-05,0.1,1.7683859 +6809.2,6853.28,1.4985251,1507.9365,6080000.0,4032.0,380000.0,,94976.0,9.80384e-05,0.1,1.891428 +6793.2,6852.1343,0.5739656,1508.1724,6090000.0,4038.0,380625.0,,95136.0,9.77824e-05,0.1,1.5604979 +6800.4,6851.8257,0.60669994,1508.0347,6100000.0,4045.0,381250.0,,95296.0,9.75264e-05,0.1,1.5882504 +6701.3,6850.6357,0.612109,1508.642,6110000.0,4050.0,381875.0,,95456.0,9.72704e-05,0.1,1.6968404 +6674.4,6849.2607,1.5532897,1508.5038,6120000.0,4057.0,382500.0,,95616.0,9.70144e-05,0.1,1.6121014 +6544.4,6846.402,1.2225896,1508.7374,6130000.0,4063.0,383125.0,,95776.0,9.67584e-05,0.1,1.8293816 +6620.9,6843.8174,1.4270339,1508.5995,6140000.0,4070.0,383750.0,,95936.0,9.65024e-05,0.1,1.5528023 +6568.1,6840.5625,2.1566963,1509.2025,6150000.0,4075.0,384375.0,,96064.0,9.62976e-05,0.1,1.616307 +6533.0,6837.19,0.8870251,1509.0642,6160000.0,4082.0,385000.0,,96224.0,9.60416e-05,0.1,1.5269822 +6543.1,6834.4355,0.8381586,1509.2955,6170000.0,4088.0,385625.0,,96384.0,9.57856e-05,0.1,1.9049318 +6635.6,6831.8477,0.702436,1509.5261,6180000.0,4094.0,386250.0,,96544.0,9.55296e-05,0.1,1.7134218 +6651.6,6829.006,2.541646,1509.7561,6190000.0,4100.0,386875.0,,96704.0,9.52736e-05,0.1,1.9093115 +6562.9,6824.9814,0.74864227,1509.9854,6200000.0,4106.0,387500.0,,96864.0,9.50176e-05,0.1,1.7699584 +6560.8,6820.122,0.8450527,1510.5814,6210000.0,4111.0,388125.0,,97024.0,9.47616e-05,0.1,1.7735147 +6585.0,6815.248,1.3051257,1510.8088,6220000.0,4117.0,388750.0,,97184.0,9.45056e-05,0.1,1.7299025 +6751.2,6812.6255,1.1428462,1511.0356,6230000.0,4123.0,389375.0,,97312.0,9.43008e-05,0.1,1.7017384 +6787.7,6810.6206,0.6391288,1511.2618,6240000.0,4129.0,390000.0,,97472.0,9.40448e-05,0.1,1.8333907 +6670.9,6808.301,1.1268755,1511.4873,6250000.0,4135.0,390625.0,,97632.0,9.37888e-05,0.1,1.646604 +6668.0,6805.6904,0.78595644,1512.0773,6260000.0,4140.0,391250.0,,97792.0,9.35328e-05,0.1,1.6340793 +6663.1,6802.966,0.53250927,1512.301,6270000.0,4146.0,391875.0,,97952.0,9.32768e-05,0.1,1.6139112 +6769.5,6801.4087,0.6216744,1512.524,6280000.0,4152.0,392500.0,,98112.0,9.30208e-05,0.1,1.6482778 +6832.7,6799.768,0.655944,1512.7465,6290000.0,4158.0,393125.0,,98272.0,9.27648e-05,0.1,1.6934565 +6849.4,6798.003,0.8612242,1512.9683,6300000.0,4164.0,393750.0,,98432.0,9.25088e-05,0.1,1.6428463 +6840.1,6797.6094,0.7966315,1513.1895,6310000.0,4170.0,394375.0,,98592.0,9.22528e-05,0.1,1.4654672 +6909.6,6798.6807,0.41660482,1513.4099,6320000.0,4176.0,395000.0,,98720.0,9.2048e-05,0.1,1.7192633 +6956.6,6800.1035,2.3447587,1513.6299,6330000.0,4182.0,395625.0,,98880.0,9.1792e-05,0.1,1.3869298 +6999.9,6802.584,0.53523296,1514.2107,6340000.0,4187.0,396250.0,,99040.0,9.1536e-05,0.1,1.7871081 +7052.4,6806.013,0.99200964,1514.0677,6350000.0,4194.0,396875.0,,99200.0,9.128e-05,0.1,1.6321263 +6989.5,6808.655,0.6134588,1514.2858,6360000.0,4200.0,397500.0,,99360.0,9.1024e-05,0.1,1.5493704 +7038.5,6811.924,0.9167893,1514.503,6370000.0,4206.0,398125.0,,99520.0,9.0768e-05,0.1,1.5374213 +7159.5,6815.381,1.0859724,1514.7198,6380000.0,4212.0,398750.0,,99680.0,9.0512e-05,0.1,1.726319 +7176.5,6818.87,1.5053325,1514.936,6390000.0,4218.0,399375.0,,99840.0,9.0256e-05,0.1,1.7390983 +7122.3,6822.4546,2.1919136,1515.1515,6400000.0,4224.0,400000.0,,100000.0,9e-05,0.1,1.5151577 +7104.5,6825.7993,0.8248385,1515.3665,6410000.0,4230.0,400625.0,,100128.0,8.97952e-05,0.1,1.5585284 +7062.2,6828.4087,1.9115019,1515.5807,6420000.0,4236.0,401250.0,,100288.0,8.95392e-05,0.1,1.614269 +7092.6,6831.2627,1.0284603,1515.7944,6430000.0,4242.0,401875.0,,100448.0,8.92832e-05,0.1,1.5550079 +7157.9,6834.59,0.61424553,1516.0076,6440000.0,4248.0,402500.0,,100608.0,8.90272e-05,0.1,1.6534445 +7048.6,6836.3467,1.184965,1516.22,6450000.0,4254.0,403125.0,,100768.0,8.87712e-05,0.1,1.5742494 +7053.4,6838.1523,1.191052,1516.4319,6460000.0,4260.0,403750.0,,100928.0,8.85152e-05,0.1,1.65775 +7047.0,6840.1523,0.67807317,1516.6432,6470000.0,4266.0,404375.0,,101088.0,8.82592e-05,0.1,1.5191151 +6919.2,6841.002,2.4257753,1517.2091,6480000.0,4271.0,405000.0,,101248.0,8.80032e-05,0.1,1.3576608 +6854.7,6840.047,0.72865725,1517.4187,6490000.0,4277.0,405625.0,,101376.0,8.77984e-05,0.1,1.4998538 +6839.4,6839.8076,0.90960073,1517.2736,6500000.0,4284.0,406250.0,,101536.0,8.75424e-05,0.1,1.9275103 +6820.0,6839.5977,0.38629994,1517.4825,6510000.0,4290.0,406875.0,,101696.0,8.72864e-05,0.1,1.5027322 +6852.5,6840.424,0.49734738,1518.0442,6520000.0,4295.0,407500.0,,101856.0,8.70304e-05,0.1,1.6024505 +6921.3,6841.627,0.7363363,1518.2516,6530000.0,4301.0,408125.0,,102016.0,8.67744e-05,0.1,1.5139711 +6937.3,6843.855,1.3547503,1518.4584,6540000.0,4307.0,408750.0,,102176.0,8.65184e-05,0.1,1.9647392 +6918.5,6845.831,1.7221326,1518.6646,6550000.0,4313.0,409375.0,,102336.0,8.62624e-05,0.1,1.4898175 +6886.5,6847.11,1.7780799,1518.8701,6560000.0,4319.0,410000.0,,102496.0,8.60064e-05,0.1,1.7799628 +6868.0,6849.1514,1.334203,1519.0752,6570000.0,4325.0,410625.0,,102656.0,8.57504e-05,0.1,1.5341725 +6965.0,6851.8154,0.82535845,1519.2797,6580000.0,4331.0,411250.0,,102784.0,8.55456e-05,0.1,1.5689399 +6882.8,6852.86,1.0015873,1519.834,6590000.0,4336.0,411875.0,,102944.0,8.52896e-05,0.1,1.7716933 +6803.7,6853.004,1.7443422,1520.0369,6600000.0,4342.0,412500.0,,103104.0,8.50336e-05,0.1,1.346126 +6879.4,6853.5967,0.90799063,1519.8896,6610000.0,4349.0,413125.0,,103264.0,8.47776e-05,0.1,1.7692711 +6957.7,6855.486,1.7392145,1519.7429,6620000.0,4356.0,413750.0,,103424.0,8.45216e-05,0.1,1.73418 +6988.1,6855.825,0.79478055,1519.945,6630000.0,4362.0,414375.0,,103584.0,8.42656e-05,0.1,1.7201825 +6971.9,6855.237,0.44369942,1520.1465,6640000.0,4368.0,415000.0,,103744.0,8.40096e-05,0.1,1.5234392 +7000.8,6854.7886,2.2964718,1520.3475,6650000.0,4374.0,415625.0,,103904.0,8.37536e-05,0.1,1.6857524 +7009.3,6854.138,0.89087254,1520.548,6660000.0,4380.0,416250.0,,104032.0,8.35488e-05,0.1,1.9773967 +6955.5,6852.5127,1.4274157,1520.7478,6670000.0,4386.0,416875.0,,104192.0,8.32928e-05,0.1,1.5138881 +6920.0,6851.498,1.6057674,1520.9471,6680000.0,4392.0,417500.0,,104352.0,8.30368e-05,0.1,2.011894 +6917.9,6850.3667,1.0378475,1521.146,6690000.0,4398.0,418125.0,,104512.0,8.27808e-05,0.1,1.8495876 +6894.7,6848.9927,0.65626895,1521.3442,6700000.0,4404.0,418750.0,,104672.0,8.25248e-05,0.1,1.6235327 +6833.5,6846.1733,1.2138189,1521.542,6710000.0,4410.0,419375.0,,104832.0,8.22688e-05,0.1,1.9173547 +6771.8,6843.4663,1.2030605,1521.7391,6720000.0,4416.0,420000.0,,104992.0,8.20128e-05,0.1,1.7299119 +6816.6,6841.409,0.9273657,1521.9358,6730000.0,4422.0,420625.0,,105152.0,8.17568e-05,0.1,1.8335274 +6796.1,6839.4443,0.693691,1522.1318,6740000.0,4428.0,421250.0,,105312.0,8.15008e-05,0.1,1.5198845 +6781.4,6838.0977,1.0390419,1522.3275,6750000.0,4434.0,421875.0,,105440.0,8.1296e-05,0.1,1.6277021 +6792.5,6836.689,0.99271035,1522.5226,6760000.0,4440.0,422500.0,,105600.0,8.104e-05,0.1,1.4200302 +6755.3,6835.676,1.4424756,1522.717,6770000.0,4446.0,423125.0,,105760.0,8.0784e-05,0.1,1.4115443 +6754.9,6835.0317,0.3822885,1522.911,6780000.0,4452.0,423750.0,,105920.0,8.0528e-05,0.1,1.4675624 +6748.0,6834.3306,0.5035704,1523.4463,6790000.0,4457.0,424375.0,,106080.0,8.0272e-05,0.1,1.5955822 +6832.3,6834.108,0.39515245,1523.6388,6800000.0,4463.0,425000.0,,106240.0,8.0016e-05,0.1,1.4958851 +6879.4,6833.9106,0.75676525,1524.1719,6810000.0,4468.0,425625.0,,106400.0,7.976e-05,0.1,1.6898266 +6937.1,6834.1855,0.8987215,1524.363,6820000.0,4474.0,426250.0,,106560.0,7.9504e-05,0.1,1.7292293 +6986.5,6835.5283,0.7431588,1524.5536,6830000.0,4480.0,426875.0,,106688.0,7.92992e-05,0.1,1.5145926 +7020.5,6837.529,0.731315,1524.7437,6840000.0,4486.0,427500.0,,106848.0,7.90432e-05,0.1,1.6487253 +7014.1,6839.1514,0.5163547,1524.9332,6850000.0,4492.0,428125.0,,107008.0,7.87872e-05,0.1,1.6005834 +7111.7,6842.3145,0.57038134,1525.1223,6860000.0,4498.0,428750.0,,107168.0,7.85312e-05,0.1,1.6844797 +7102.1,6845.0806,0.9473289,1525.3108,6870000.0,4504.0,429375.0,,107328.0,7.82752e-05,0.1,1.526489 +7030.1,6846.5786,1.0106602,1525.8372,6880000.0,4509.0,430000.0,,107488.0,7.80192e-05,0.1,1.7000571 +7027.4,6848.7217,0.7361126,1525.6864,6890000.0,4516.0,430625.0,,107648.0,7.77632e-05,0.1,1.6229558 +6903.0,6850.198,1.6218797,1525.8735,6900000.0,4522.0,431250.0,,107808.0,7.75072e-05,0.1,1.7564942 +6860.3,6851.253,1.100612,1526.06,6910000.0,4528.0,431875.0,,107968.0,7.72512e-05,0.1,1.637141 +6766.3,6851.563,0.80649555,1526.2461,6920000.0,4534.0,432500.0,,108096.0,7.70464e-05,0.1,1.7070093 +6746.2,6851.2046,1.1831925,1526.7681,6930000.0,4539.0,433125.0,,108256.0,7.67904e-05,0.1,1.6111691 +6625.2,6850.135,0.8677174,1526.9526,6940000.0,4545.0,433750.0,,108416.0,7.65344e-05,0.1,1.7897401 +6655.3,6850.1987,1.2341318,1527.1368,6950000.0,4551.0,434375.0,,108576.0,7.62784e-05,0.1,1.5079477 +6565.1,6849.185,1.2035073,1527.3206,6960000.0,4557.0,435000.0,,108736.0,7.60224e-05,0.1,1.9259887 +6571.0,6848.71,1.172699,1527.5038,6970000.0,4563.0,435625.0,,108896.0,7.57664e-05,0.1,1.4558109 +6503.7,6847.159,0.7306438,1527.6865,6980000.0,4569.0,436250.0,,109056.0,7.55104e-05,0.1,1.8953261 +6416.9,6843.4556,1.4199904,1527.5349,6990000.0,4576.0,436875.0,,109216.0,7.52544e-05,0.1,1.6722412 +6475.2,6839.7837,1.3938729,1527.7172,7000000.0,4582.0,437500.0,,109344.0,7.50496e-05,0.1,1.7327108 +6520.1,6837.377,0.6199458,1527.8989,7010000.0,4588.0,438125.0,,109504.0,7.47936e-05,0.1,1.8034241 +6535.1,6834.9243,0.9693573,1528.0801,7020000.0,4594.0,438750.0,,109664.0,7.45376e-05,0.1,1.7886064 +6726.7,6833.4136,1.1459236,1527.9287,7030000.0,4601.0,439375.0,,109824.0,7.42816e-05,0.1,1.630548 +6677.4,6831.8496,1.6480181,1528.1094,7040000.0,4607.0,440000.0,,109984.0,7.40256e-05,0.1,1.6453127 +6782.0,6831.498,0.74433476,1527.9584,7050000.0,4614.0,440625.0,,110144.0,7.37696e-05,0.1,1.4534858 +6739.8,6831.911,1.4098878,1528.1385,7060000.0,4620.0,441250.0,,110304.0,7.35136e-05,0.1,1.5998368 +6766.8,6831.791,2.3335361,1527.9879,7070000.0,4627.0,441875.0,,110464.0,7.32576e-05,0.1,1.6187791 +6717.0,6830.869,1.0333955,1527.8378,7080000.0,4634.0,442500.0,,110624.0,7.30016e-05,0.1,1.6918763 +6743.7,6830.3745,1.591714,1528.0172,7090000.0,4640.0,443125.0,,110752.0,7.27968e-05,0.1,1.6475642 +6776.9,6830.1387,1.3519716,1528.1963,7100000.0,4646.0,443750.0,,110912.0,7.25408e-05,0.1,1.958852 +6878.5,6831.9106,0.77759796,1528.0464,7110000.0,4653.0,444375.0,,111072.0,7.22848e-05,0.1,1.7586604 +6941.1,6834.578,0.80582505,1527.897,7120000.0,4660.0,445000.0,,111232.0,7.20288e-05,0.1,1.6910428 +7011.8,6839.252,1.0476241,1527.748,7130000.0,4667.0,445625.0,,111392.0,7.17728e-05,0.1,1.5939715 +7078.4,6843.8267,1.2133906,1527.9264,7140000.0,4673.0,446250.0,,111552.0,7.15168e-05,0.1,1.4301965 +7107.5,6849.221,0.64818966,1528.1042,7150000.0,4679.0,446875.0,,111712.0,7.12608e-05,0.1,1.5826154 +7190.0,6855.7905,0.6307746,1527.9556,7160000.0,4686.0,447500.0,,111872.0,7.10048e-05,0.1,1.32288 +7199.8,6862.358,1.179649,1528.4587,7170000.0,4691.0,448125.0,,112000.0,7.08e-05,0.1,1.6212934 +7251.9,6868.5205,0.8289692,1528.6353,7180000.0,4697.0,448750.0,,112160.0,7.0544e-05,0.1,1.5065353 +7183.7,6873.8413,0.48941648,1528.8114,7190000.0,4703.0,449375.0,,112320.0,7.0288e-05,0.1,1.3133467 +7212.1,6880.334,0.9626862,1528.987,7200000.0,4709.0,450000.0,,112480.0,7.0032e-05,0.1,1.4823534 +7256.9,6887.2944,1.4016321,1529.1622,7210000.0,4715.0,450625.0,,112640.0,6.9776e-05,0.1,1.6573082 +7326.6,6894.7104,0.58717614,1529.661,7220000.0,4720.0,451250.0,,112800.0,6.952e-05,0.1,1.7856147 +7299.9,6900.1973,0.6501816,1529.835,7230000.0,4726.0,451875.0,,112960.0,6.9264e-05,0.1,1.392661 +7220.9,6904.5293,0.6276293,1530.0084,7240000.0,4732.0,452500.0,,113120.0,6.9008e-05,0.1,1.9003823 +7047.2,6908.2925,0.82173055,1530.1815,7250000.0,4738.0,453125.0,,113280.0,6.8752e-05,0.1,1.9403727 +7067.6,6912.288,0.907749,1530.6768,7260000.0,4743.0,453750.0,,113408.0,6.85472e-05,0.1,1.6175495 +7101.9,6916.677,0.7415481,1531.171,7270000.0,4748.0,454375.0,,113568.0,6.82912e-05,0.1,1.544342 +7023.6,6919.2183,0.5234218,1531.342,7280000.0,4754.0,455000.0,,113728.0,6.80352e-05,0.1,1.6202424 +7096.2,6921.853,1.2455066,1531.8345,7290000.0,4759.0,455625.0,,113888.0,6.77792e-05,0.1,1.6096703 +7082.4,6924.1826,0.79189366,1532.0042,7300000.0,4765.0,456250.0,,114048.0,6.75232e-05,0.1,1.856922 +7090.6,6926.688,0.71524864,1532.1736,7310000.0,4771.0,456875.0,,114208.0,6.72672e-05,0.1,1.5989532 +7147.4,6929.0654,1.6194681,1532.3425,7320000.0,4777.0,457500.0,,114368.0,6.70112e-05,0.1,1.7042577 +7170.3,6931.203,0.8073537,1532.511,7330000.0,4783.0,458125.0,,114528.0,6.67552e-05,0.1,1.4634106 +7104.7,6932.2515,1.9062868,1532.6791,7340000.0,4789.0,458750.0,,114656.0,6.65504e-05,0.1,1.7168772 +7140.9,6933.1357,0.7953985,1532.8467,7350000.0,4795.0,459375.0,,114816.0,6.62944e-05,0.1,1.8074274 +7152.1,6934.7627,0.4284678,1532.6947,7360000.0,4802.0,460000.0,,114976.0,6.60384e-05,0.1,1.6612144 +7223.7,6936.614,1.1071522,1532.8619,7370000.0,4808.0,460625.0,,115136.0,6.57824e-05,0.1,1.683068 +7203.8,6937.0566,1.5351602,1533.0287,7380000.0,4814.0,461250.0,,115296.0,6.55264e-05,0.1,1.5729841 +7243.1,6937.7236,0.64963603,1533.1951,7390000.0,4820.0,461875.0,,115456.0,6.52704e-05,0.1,1.609549 +7225.3,6938.753,1.4358901,1533.361,7400000.0,4826.0,462500.0,,115616.0,6.50144e-05,0.1,1.41883 +7167.3,6939.382,0.38560057,1533.5265,7410000.0,4832.0,463125.0,,115776.0,6.47584e-05,0.1,1.8924737 +7076.0,6939.5195,0.51652986,1533.6917,7420000.0,4838.0,463750.0,,115936.0,6.45024e-05,0.1,1.7487482 +6958.8,6938.1816,1.1160104,1533.8563,7430000.0,4844.0,464375.0,,116064.0,6.42976e-05,0.1,1.8740184 +6962.0,6936.2227,1.5969776,1534.0206,7440000.0,4850.0,465000.0,,116224.0,6.40416e-05,0.1,1.4700863 +6905.1,6934.788,0.31868958,1534.5005,7450000.0,4855.0,465625.0,,116384.0,6.37856e-05,0.1,1.8709168 +6788.2,6932.135,1.15859,1534.6637,7460000.0,4861.0,466250.0,,116544.0,6.35296e-05,0.1,1.6267475 +6792.7,6929.592,0.60229254,1535.1418,7470000.0,4866.0,466875.0,,116704.0,6.32736e-05,0.1,1.6825497 +6777.5,6928.175,0.49066475,1535.3038,7480000.0,4872.0,467500.0,,116864.0,6.30176e-05,0.1,1.5311793 +6747.1,6927.0986,0.93898153,1535.4653,7490000.0,4878.0,468125.0,,117024.0,6.27616e-05,0.1,1.5281084 +6628.0,6924.985,0.68729746,1535.6266,7500000.0,4884.0,468750.0,,117184.0,6.25056e-05,0.1,1.8825121 +6707.4,6923.859,1.3656716,1536.1014,7510000.0,4889.0,469375.0,,117312.0,6.23008e-05,0.1,1.441986 +6795.0,6923.284,0.8905018,1536.2615,7520000.0,4895.0,470000.0,,117472.0,6.20448e-05,0.1,2.048253 +6832.2,6922.3926,1.4230415,1536.7347,7530000.0,4900.0,470625.0,,117632.0,6.17888e-05,0.1,1.5609146 +6898.3,6922.0024,0.6628832,1536.8936,7540000.0,4906.0,471250.0,,117792.0,6.15328e-05,0.1,1.7294449 +6978.0,6922.5977,1.6661273,1537.0521,7550000.0,4912.0,471875.0,,117952.0,6.12768e-05,0.1,1.312144 +7004.0,6923.773,0.62225085,1537.2102,7560000.0,4918.0,472500.0,,118112.0,6.10208e-05,0.1,1.9531682 +7013.8,6925.2314,0.9262045,1537.368,7570000.0,4924.0,473125.0,,118272.0,6.07648e-05,0.1,1.4948086 +7064.6,6926.227,0.31809348,1537.5254,7580000.0,4930.0,473750.0,,118432.0,6.05088e-05,0.1,1.8971348 +7088.2,6928.2812,0.73702985,1537.6824,7590000.0,4936.0,474375.0,,118592.0,6.02528e-05,0.1,1.4329531 +7177.7,6932.0215,0.5328152,1538.1501,7600000.0,4941.0,475000.0,,118720.0,6.0048e-05,0.1,1.8217036 +7241.5,6935.642,1.394397,1538.306,7610000.0,4947.0,475625.0,,118880.0,5.9792e-05,0.1,1.7500467 +7260.1,6938.6655,1.2315544,1538.4615,7620000.0,4953.0,476250.0,,119040.0,5.9536e-05,0.1,1.6681256 +7305.6,6941.8413,1.5802758,1538.6167,7630000.0,4959.0,476875.0,,119200.0,5.928e-05,0.1,1.827167 +7303.8,6945.1606,0.87224066,1538.7714,7640000.0,4965.0,477500.0,,119360.0,5.9024e-05,0.1,1.4757695 +7356.7,6948.72,0.41072896,1538.9258,7650000.0,4971.0,478125.0,,119520.0,5.8768e-05,0.1,1.960556 +7388.6,6952.5127,1.1221591,1539.0797,7660000.0,4977.0,478750.0,,119680.0,5.8512e-05,0.1,1.4334267 +7331.0,6956.2676,0.88353163,1539.5424,7670000.0,4982.0,479375.0,,119840.0,5.8256e-05,0.1,1.9094437 +7316.7,6960.234,1.8289278,1539.6953,7680000.0,4988.0,480000.0,,120000.0,5.8e-05,0.1,1.5319638 +7325.3,6964.3086,0.7912887,1539.8478,7690000.0,4994.0,480625.0,,120128.0,5.77952e-05,0.1,1.7068946 +7330.0,6968.661,0.95758754,1540.3081,7700000.0,4999.0,481250.0,,120288.0,5.75392e-05,0.1,1.5340462 +7301.2,6973.338,1.1072255,1540.1519,7710000.0,5006.0,481875.0,,120448.0,5.72832e-05,0.1,1.6101491 +7324.3,6978.8633,0.8235265,1539.996,7720000.0,5013.0,482500.0,,120608.0,5.70272e-05,0.1,1.7779243 +7338.5,6984.0825,0.9325108,1540.1475,7730000.0,5019.0,483125.0,,120768.0,5.67712e-05,0.1,1.4086332 +7290.8,6989.0293,0.32894832,1540.2985,7740000.0,5025.0,483750.0,,120928.0,5.65152e-05,0.1,1.7472693 +7308.4,6994.299,0.98595476,1540.4492,7750000.0,5031.0,484375.0,,121088.0,5.62592e-05,0.1,1.5522316 +7347.9,6999.853,1.1016479,1540.5996,7760000.0,5037.0,485000.0,,121248.0,5.60032e-05,0.1,1.9374716 +7241.1,7004.7114,0.8871471,1541.0552,7770000.0,5042.0,485625.0,,121376.0,5.57984e-05,0.1,1.6674602 +7202.4,7009.1855,0.87113863,1540.8992,7780000.0,5049.0,486250.0,,121536.0,5.55424e-05,0.1,1.7219632 +7087.5,7012.581,0.57828593,1541.0485,7790000.0,5055.0,486875.0,,121696.0,5.52864e-05,0.1,1.763164 +7065.7,7014.915,1.0581522,1541.1974,7800000.0,5061.0,487500.0,,121856.0,5.50304e-05,0.1,1.5958714 +7088.9,7017.0093,0.53548396,1541.346,7810000.0,5067.0,488125.0,,122016.0,5.47744e-05,0.1,1.788008 +7037.9,7018.017,2.681866,1541.7981,7820000.0,5072.0,488750.0,,122176.0,5.45184e-05,0.1,1.6377904 +7001.1,7018.1636,0.68910944,1541.9457,7830000.0,5078.0,489375.0,,122336.0,5.42624e-05,0.1,1.4368143 +6977.3,7017.732,0.5562794,1541.7896,7840000.0,5085.0,490000.0,,122496.0,5.40064e-05,0.1,1.5305665 +6879.8,7016.389,0.51930904,1542.2397,7850000.0,5090.0,490625.0,,122656.0,5.37504e-05,0.1,1.5941012 +6935.1,7014.6235,0.50070876,1542.3862,7860000.0,5096.0,491250.0,,122784.0,5.35456e-05,0.1,1.6093051 +6890.9,7012.511,1.0567623,1542.5323,7870000.0,5102.0,491875.0,,122944.0,5.32896e-05,0.1,1.9259634 +6844.9,7010.6587,0.5441909,1542.6781,7880000.0,5108.0,492500.0,,123104.0,5.30336e-05,0.1,1.6605977 +6757.2,7007.957,0.5756837,1542.8236,7890000.0,5114.0,493125.0,,123264.0,5.27776e-05,0.1,2.0039048 +6694.6,7005.873,1.4986422,1542.9688,7900000.0,5120.0,493750.0,,123424.0,5.25216e-05,0.1,1.7966831 +6696.5,7004.2344,1.3125644,1543.1135,7910000.0,5126.0,494375.0,,123584.0,5.22656e-05,0.1,1.7798176 +6729.6,7003.8687,0.7125878,1543.2579,7920000.0,5132.0,495000.0,,123744.0,5.20096e-05,0.1,1.8518631 +6583.6,7002.2427,1.5888932,1543.4021,7930000.0,5138.0,495625.0,,123904.0,5.17536e-05,0.1,1.6429669 +6596.4,7001.9546,1.2753714,1543.5459,7940000.0,5144.0,496250.0,,124032.0,5.15488e-05,0.1,1.644445 +6646.4,7001.865,0.6995199,1543.9891,7950000.0,5149.0,496875.0,,124192.0,5.12928e-05,0.1,1.3360252 +6692.2,7003.1357,1.3300514,1543.8324,7960000.0,5156.0,497500.0,,124352.0,5.10368e-05,0.1,1.6358353 +6697.7,7004.4023,1.2162032,1544.2744,7970000.0,5161.0,498125.0,,124512.0,5.07808e-05,0.1,1.5075967 +6661.2,7005.977,0.5756821,1544.1177,7980000.0,5168.0,498750.0,,124672.0,5.05248e-05,0.1,1.5682633 +6651.4,7008.322,1.1153606,1544.2598,7990000.0,5174.0,499375.0,,124832.0,5.02688e-05,0.1,1.6924992 +6655.3,7010.123,0.83277947,1544.4015,8000000.0,5180.0,500000.0,,124992.0,5.00128e-05,0.1,1.6421412 +6726.9,7012.1914,0.23239745,1544.543,8010000.0,5186.0,500625.0,,125152.0,4.97568e-05,0.1,1.6615007 +6704.3,7013.884,1.1055572,1544.9817,8020000.0,5191.0,501250.0,,125312.0,4.95008e-05,0.1,1.5496212 +6846.5,7015.082,0.7919437,1545.1222,8030000.0,5197.0,501875.0,,125440.0,4.9296e-05,0.1,1.529511 +6854.3,7016.851,1.1279942,1544.9655,8040000.0,5204.0,502500.0,,125600.0,4.904e-05,0.1,1.5588958 +6892.8,7017.9595,0.21126148,1545.1056,8050000.0,5210.0,503125.0,,125760.0,4.8784e-05,0.1,1.9464979 +6959.4,7020.155,0.43614426,1545.2454,8060000.0,5216.0,503750.0,,125920.0,4.8528e-05,0.1,1.5242616 +6859.9,7021.0854,1.2903008,1545.3849,8070000.0,5222.0,504375.0,,126080.0,4.8272e-05,0.1,1.9491924 +6927.2,7023.1875,0.89113814,1545.524,8080000.0,5228.0,505000.0,,126240.0,4.8016e-05,0.1,1.5136287 +6924.3,7024.9937,2.5884995,1545.663,8090000.0,5234.0,505625.0,,126400.0,4.776e-05,0.1,1.6590374 +6966.3,7026.888,1.7968181,1545.5066,8100000.0,5241.0,506250.0,,126560.0,4.7504e-05,0.1,1.6598172 +6961.2,7027.715,1.2892282,1545.3506,8110000.0,5248.0,506875.0,,126688.0,4.72992e-05,0.1,1.6768683 +6910.2,7027.4062,0.7545001,1545.4891,8120000.0,5254.0,507500.0,,126848.0,4.70432e-05,0.1,1.7445734 +6975.7,7027.045,1.3789918,1545.6273,8130000.0,5260.0,508125.0,,127008.0,4.67872e-05,0.1,1.666489 +6945.7,7025.7173,1.4093331,1545.7653,8140000.0,5266.0,508750.0,,127168.0,4.65312e-05,0.1,1.7208905 +6940.6,7024.0493,0.65722466,1545.9028,8150000.0,5272.0,509375.0,,127328.0,4.62752e-05,0.1,1.6451664 +6959.2,7021.7407,0.7196172,1545.7473,8160000.0,5279.0,510000.0,,127488.0,4.60192e-05,0.1,1.6126207 +6948.6,7019.2285,0.6780376,1545.5922,8170000.0,5286.0,510625.0,,127648.0,4.57632e-05,0.1,1.5958622 +6925.9,7015.969,2.1096287,1545.7294,8180000.0,5292.0,511250.0,,127808.0,4.55072e-05,0.1,1.6860492 +7003.7,7014.169,3.3704727,1545.5746,8190000.0,5299.0,511875.0,,127968.0,4.52512e-05,0.1,1.7652569 +7029.4,7012.342,1.1764616,1545.7115,8200000.0,5305.0,512500.0,,128096.0,4.50464e-05,0.1,1.7180136 +7024.1,7010.0137,0.668249,1545.8483,8210000.0,5311.0,513125.0,,128256.0,4.47904e-05,0.1,1.7839055 +7022.5,7006.973,1.5865221,1546.2754,8220000.0,5316.0,513750.0,,128416.0,4.45344e-05,0.1,1.5847206 +7029.8,7004.272,0.4090144,1546.4111,8230000.0,5322.0,514375.0,,128576.0,4.42784e-05,0.1,1.9735518 +6989.4,7001.957,2.6019018,1546.5465,8240000.0,5328.0,515000.0,,128736.0,4.40224e-05,0.1,1.5458007 +7092.8,7002.413,0.57727224,1546.6816,8250000.0,5334.0,515625.0,,128896.0,4.37664e-05,0.1,1.6365211 +7094.8,7002.685,0.9043608,1546.5269,8260000.0,5341.0,516250.0,,129056.0,4.35104e-05,0.1,1.6057892 +7092.5,7002.5913,1.2899547,1546.6616,8270000.0,5347.0,516875.0,,129216.0,4.32544e-05,0.1,1.5535624 +7156.4,7003.919,0.8108828,1547.0852,8280000.0,5352.0,517500.0,,129344.0,4.30496e-05,0.1,1.6929466 +7158.0,7004.537,0.5363657,1547.2191,8290000.0,5358.0,518125.0,,129504.0,4.27936e-05,0.1,1.7874184 +7229.0,7006.0024,0.25753146,1547.3527,8300000.0,5364.0,518750.0,,129664.0,4.25376e-05,0.1,1.6864984 +7210.9,7007.2056,0.883868,1547.1979,8310000.0,5371.0,519375.0,,129824.0,4.22816e-05,0.1,1.5881426 +7245.2,7008.1836,1.2086612,1547.3312,8320000.0,5377.0,520000.0,,129984.0,4.20256e-05,0.1,1.7864296 +7282.8,7009.3086,0.9314013,1547.1769,8330000.0,5384.0,520625.0,,130144.0,4.17696e-05,0.1,1.9937546 +7262.9,7010.8906,0.8227705,1547.3098,8340000.0,5390.0,521250.0,,130304.0,4.15136e-05,0.1,1.7561238 +7262.3,7012.1045,0.27911037,1547.1559,8350000.0,5397.0,521875.0,,130464.0,4.12576e-05,0.1,1.9770609 +7318.1,7013.765,0.9768115,1547.575,8360000.0,5402.0,522500.0,,130624.0,4.10016e-05,0.1,1.5176482 +7391.7,7015.445,0.79613906,1547.7072,8370000.0,5408.0,523125.0,,130752.0,4.07968e-05,0.1,1.3471949 +7388.8,7017.2954,0.46640795,1547.5531,8380000.0,5415.0,523750.0,,130912.0,4.05408e-05,0.1,1.5281688 +7372.1,7018.585,0.96713704,1547.6849,8390000.0,5421.0,524375.0,,131072.0,4.02848e-05,0.1,1.4965289 +7427.6,7020.608,0.15351044,1547.8165,8400000.0,5427.0,525000.0,,131232.0,4.00288e-05,0.1,2.2071085 +7416.2,7023.0977,0.7943834,1547.9478,8410000.0,5433.0,525625.0,,131392.0,3.97728e-05,0.1,1.3446573 +7478.5,7027.122,0.4454859,1548.0787,8420000.0,5439.0,526250.0,,131552.0,3.95168e-05,0.1,1.9680974 +7499.7,7032.531,2.133541,1548.2094,8430000.0,5445.0,526875.0,,131712.0,3.92608e-05,0.1,1.5906013 +7444.8,7037.358,0.6912751,1548.6239,8440000.0,5450.0,527500.0,,131872.0,3.90048e-05,0.1,1.8621147 +7510.4,7043.412,1.4830984,1548.7537,8450000.0,5456.0,528125.0,,132000.0,3.88e-05,0.1,1.3832194 +7486.7,7050.3965,0.59841835,1548.8832,8460000.0,5462.0,528750.0,,132160.0,3.8544e-05,0.1,1.4201441 +7501.1,7057.4814,0.22039258,1549.0125,8470000.0,5468.0,529375.0,,132320.0,3.8288e-05,0.1,1.5711766 +7513.4,7064.8394,0.608102,1549.1414,8480000.0,5474.0,530000.0,,132480.0,3.8032e-05,0.1,1.6104631 +7499.9,7072.368,0.45238188,1549.27,8490000.0,5480.0,530625.0,,132640.0,3.7776e-05,0.1,1.8017422 +7484.3,7080.9307,0.7795056,1549.3984,8500000.0,5486.0,531250.0,,132800.0,3.752e-05,0.1,1.5338452 +7473.9,7088.5957,0.8783945,1549.5266,8510000.0,5492.0,531875.0,,132960.0,3.7264e-05,0.1,1.7034597 +7464.5,7095.2905,1.0248703,1549.6544,8520000.0,5498.0,532500.0,,133120.0,3.7008e-05,0.1,1.7787141 +7361.9,7100.588,0.9920462,1549.782,8530000.0,5504.0,533125.0,,133280.0,3.6752e-05,0.1,1.5394317 +7383.0,7105.435,0.59446496,1549.9093,8540000.0,5510.0,533750.0,,133408.0,3.65472e-05,0.1,1.9845868 +7391.5,7109.57,1.5778381,1549.7552,8550000.0,5517.0,534375.0,,133568.0,3.62912e-05,0.1,1.4768255 +7359.3,7113.123,0.51386565,1549.8823,8560000.0,5523.0,535000.0,,133728.0,3.60352e-05,0.1,1.5803102 +7366.2,7116.6475,2.2972703,1550.009,8570000.0,5529.0,535625.0,,133888.0,3.57792e-05,0.1,1.7506089 +7326.7,7119.268,0.7953438,1550.1355,8580000.0,5535.0,536250.0,,134048.0,3.55232e-05,0.1,1.4424558 +7294.8,7121.334,0.7447459,1550.2617,8590000.0,5541.0,536875.0,,134208.0,3.52672e-05,0.1,1.832513 +7142.4,7120.9805,0.6032501,1550.6671,8600000.0,5546.0,537500.0,,134368.0,3.50112e-05,0.1,1.4985213 +7112.3,7119.689,1.4228804,1550.7925,8610000.0,5552.0,538125.0,,134528.0,3.47552e-05,0.1,1.5933523 +7210.3,7119.1904,1.0160116,1550.9176,8620000.0,5558.0,538750.0,,134656.0,3.45504e-05,0.1,1.7298295 +7183.2,7117.967,0.99081933,1551.3213,8630000.0,5563.0,539375.0,,134816.0,3.42944e-05,0.1,1.5220547 +7130.2,7116.2305,0.23897639,1551.4456,8640000.0,5569.0,540000.0,,134976.0,3.40384e-05,0.1,1.640136 +7178.1,7114.4443,0.9701359,1551.5695,8650000.0,5575.0,540625.0,,135136.0,3.37824e-05,0.1,1.4903328 +7202.7,7112.5854,0.82031107,1551.6932,8660000.0,5581.0,541250.0,,135296.0,3.35264e-05,0.1,1.6364776 +7252.0,7111.7964,1.4934467,1551.8168,8670000.0,5587.0,541875.0,,135456.0,3.32704e-05,0.1,1.5919383 +7198.4,7110.6123,0.6538184,1551.94,8680000.0,5593.0,542500.0,,135616.0,3.30144e-05,0.1,1.5936395 +7239.3,7109.7524,1.7077273,1552.0629,8690000.0,5599.0,543125.0,,135776.0,3.27584e-05,0.1,1.5624189 +7183.6,7108.2886,0.7292176,1551.9087,8700000.0,5606.0,543750.0,,135936.0,3.25024e-05,0.1,1.8551525 +7219.5,7107.4727,0.76284945,1552.0314,8710000.0,5612.0,544375.0,,136064.0,3.22976e-05,0.1,1.3873827 +7272.8,7106.9575,0.8356568,1552.1538,8720000.0,5618.0,545000.0,,136224.0,3.20416e-05,0.1,1.7298332 +7262.6,7106.1987,0.379177,1552.276,8730000.0,5624.0,545625.0,,136384.0,3.17856e-05,0.1,1.2335252 +7323.2,7106.522,0.7206891,1552.3978,8740000.0,5630.0,546250.0,,136544.0,3.15296e-05,0.1,1.5319487 +7407.8,7107.517,1.0141205,1552.5195,8750000.0,5636.0,546875.0,,136704.0,3.12736e-05,0.1,1.5206213 +7357.1,7107.609,1.5967232,1552.6409,8760000.0,5642.0,547500.0,,136864.0,3.10176e-05,0.1,1.6215607 +7472.4,7109.9214,1.0476853,1552.7621,8770000.0,5648.0,548125.0,,137024.0,3.07616e-05,0.1,1.5599225 +7377.4,7111.6704,1.2144206,1552.8829,8780000.0,5654.0,548750.0,,137184.0,3.05056e-05,0.1,1.6335601 +7359.9,7114.395,0.7917332,1553.0035,8790000.0,5660.0,549375.0,,137312.0,3.03008e-05,0.1,1.6002612 +7356.3,7117.301,1.2933019,1553.1239,8800000.0,5666.0,550000.0,,137472.0,3.00448e-05,0.1,1.3947747 +7386.1,7120.273,1.1418532,1553.244,8810000.0,5672.0,550625.0,,137632.0,2.97888e-05,0.1,1.5704308 +7370.5,7123.5986,0.8569484,1553.3639,8820000.0,5678.0,551250.0,,137792.0,2.95328e-05,0.1,1.425582 +7312.1,7126.7095,0.3603728,1553.4835,8830000.0,5684.0,551875.0,,137952.0,2.92768e-05,0.1,1.5044955 +7398.5,7130.9214,0.5834265,1553.8759,8840000.0,5689.0,552500.0,,138112.0,2.90208e-05,0.1,1.6354835 +7443.0,7136.553,0.43206888,1553.9948,8850000.0,5695.0,553125.0,,138272.0,2.87648e-05,0.1,1.6743963 +7398.9,7141.1904,0.64366853,1554.1133,8860000.0,5701.0,553750.0,,138432.0,2.85088e-05,0.1,1.7932854 +7472.7,7147.0083,1.7372785,1554.2317,8870000.0,5707.0,554375.0,,138592.0,2.82528e-05,0.1,1.4852827 +7487.9,7153.438,0.9531853,1554.6218,8880000.0,5712.0,555000.0,,138720.0,2.8048e-05,0.1,1.5758529 +7461.5,7160.4814,1.1311302,1554.7394,8890000.0,5718.0,555625.0,,138880.0,2.7792e-05,0.1,1.6985451 +7414.2,7167.6777,0.35525748,1554.8567,8900000.0,5724.0,556250.0,,139040.0,2.7536e-05,0.1,1.5818262 +7449.1,7175.2036,1.3242989,1554.9739,8910000.0,5730.0,556875.0,,139200.0,2.728e-05,0.1,1.5413084 +7489.9,7182.8066,1.338725,1554.8196,8920000.0,5737.0,557500.0,,139360.0,2.7024e-05,0.1,1.6772004 +7438.1,7191.352,1.6000063,1554.9364,8930000.0,5743.0,558125.0,,139520.0,2.6768e-05,0.1,1.7013235 +7453.7,7199.926,0.79049873,1555.0531,8940000.0,5749.0,558750.0,,139680.0,2.6512e-05,0.1,1.6991928 +7452.0,7207.9805,0.7332744,1554.8993,8950000.0,5756.0,559375.0,,139840.0,2.6256e-05,0.1,1.750285 +7504.9,7216.108,0.491012,1555.0156,8960000.0,5762.0,560000.0,,140000.0,2.6e-05,0.1,1.5144923 +7414.0,7223.2705,2.3422673,1555.1317,8970000.0,5768.0,560625.0,,140128.0,2.57952e-05,0.1,1.5945493 +7387.6,7230.535,1.0298859,1555.2477,8980000.0,5774.0,561250.0,,140288.0,2.55392e-05,0.1,1.5301251 +7325.1,7237.2725,1.6192107,1555.3633,8990000.0,5780.0,561875.0,,140448.0,2.52832e-05,0.1,1.769783 +7317.0,7243.89,1.6251605,1555.4788,9000000.0,5786.0,562500.0,,140608.0,2.50272e-05,0.1,1.4205195 +7231.9,7248.9395,0.15936758,1555.5939,9010000.0,5792.0,563125.0,,140768.0,2.47712e-05,0.1,1.7653595 +7176.8,7253.6646,1.1582506,1555.7089,9020000.0,5798.0,563750.0,,140928.0,2.45152e-05,0.1,1.492142 +7209.4,7257.293,0.7976121,1555.8236,9030000.0,5804.0,564375.0,,141088.0,2.42592e-05,0.1,1.9215467 +7219.2,7260.942,0.50314337,1555.938,9040000.0,5810.0,565000.0,,141248.0,2.40032e-05,0.1,1.715849 +7155.5,7263.569,0.8922461,1556.3198,9050000.0,5815.0,565625.0,,141376.0,2.37984e-05,0.1,1.4561342 +7167.8,7265.6523,0.68362856,1556.4336,9060000.0,5821.0,566250.0,,141536.0,2.35424e-05,0.1,1.7039912 +7168.3,7268.737,1.4283836,1556.28,9070000.0,5828.0,566875.0,,141696.0,2.32864e-05,0.1,1.6730828 +7207.6,7271.541,0.7787738,1556.1268,9080000.0,5835.0,567500.0,,141856.0,2.30304e-05,0.1,1.7131641 +7173.0,7274.029,1.0532345,1556.2404,9090000.0,5841.0,568125.0,,142016.0,2.27744e-05,0.1,1.417256 +7195.3,7276.319,0.80985916,1556.3536,9100000.0,5847.0,568750.0,,142176.0,2.25184e-05,0.1,1.8028257 +7193.9,7278.645,1.2124382,1556.2009,9110000.0,5854.0,569375.0,,142336.0,2.22624e-05,0.1,1.73649 +7192.2,7281.465,0.3368883,1556.314,9120000.0,5860.0,570000.0,,142496.0,2.20064e-05,0.1,1.7804643 +7211.3,7283.821,1.2340467,1556.4269,9130000.0,5866.0,570625.0,,142656.0,2.17504e-05,0.1,1.4846662 +7289.0,7287.254,1.3710431,1556.5396,9140000.0,5872.0,571250.0,,142784.0,2.15456e-05,0.1,1.8659387 +7338.6,7291.234,1.0894202,1556.652,9150000.0,5878.0,571875.0,,142944.0,2.12896e-05,0.1,1.8002436 +7380.9,7295.451,0.8641113,1556.4996,9160000.0,5885.0,572500.0,,143104.0,2.10336e-05,0.1,1.55843 +7388.8,7299.853,1.1627163,1556.6118,9170000.0,5891.0,573125.0,,143264.0,2.07776e-05,0.1,1.7906356 +7453.7,7305.1313,1.0632445,1556.7238,9180000.0,5897.0,573750.0,,143424.0,2.05216e-05,0.1,1.6017547 +7450.8,7309.602,0.64601046,1556.5718,9190000.0,5904.0,574375.0,,143584.0,2.02656e-05,0.1,1.6527271 +7443.0,7313.7383,2.3087382,1556.6836,9200000.0,5910.0,575000.0,,143744.0,2.00096e-05,0.1,1.7815642 +7436.8,7317.8657,0.57740307,1556.7952,9210000.0,5916.0,575625.0,,143904.0,1.97536e-05,0.1,1.8157967 +7394.6,7321.5864,0.37396258,1556.9065,9220000.0,5922.0,576250.0,,144032.0,1.95488e-05,0.1,1.6733005 +7368.1,7324.969,1.1910044,1557.0176,9230000.0,5928.0,576875.0,,144192.0,1.92928e-05,0.1,1.334728 +7345.9,7328.534,1.5591998,1557.1284,9240000.0,5934.0,577500.0,,144352.0,1.90368e-05,0.1,1.7010443 +7381.1,7331.4175,0.44036412,1557.239,9250000.0,5940.0,578125.0,,144512.0,1.87808e-05,0.1,2.013227 +7342.8,7333.8975,0.7231074,1557.0876,9260000.0,5947.0,578750.0,,144672.0,1.85248e-05,0.1,1.601477 +7415.9,7337.131,0.45057842,1557.198,9270000.0,5953.0,579375.0,,144832.0,1.82688e-05,0.1,1.6421664 +7408.0,7339.647,1.7671528,1557.047,9280000.0,5960.0,580000.0,,144992.0,1.80128e-05,0.1,1.5729108 +7395.4,7342.0205,1.0036454,1556.8962,9290000.0,5967.0,580625.0,,145152.0,1.77568e-05,0.1,1.848841 +7421.3,7343.944,0.6013212,1557.0065,9300000.0,5973.0,581250.0,,145312.0,1.75008e-05,0.1,1.2491722 +7316.0,7344.995,0.36258096,1557.1166,9310000.0,5979.0,581875.0,,145440.0,1.7296e-05,0.1,1.8036231 +7352.6,7346.0693,1.2496477,1557.2264,9320000.0,5985.0,582500.0,,145600.0,1.704e-05,0.1,1.4830599 +7252.8,7345.7695,0.308846,1557.336,9330000.0,5991.0,583125.0,,145760.0,1.6784e-05,0.1,1.6248634 +7222.2,7345.3623,0.48984903,1557.1857,9340000.0,5998.0,583750.0,,145920.0,1.6528e-05,0.1,1.7415628 +7189.6,7344.6357,2.3647459,1557.2952,9350000.0,6004.0,584375.0,,146080.0,1.6272e-05,0.1,1.495678 +7250.7,7343.9604,0.47130343,1557.4043,9360000.0,6010.0,585000.0,,146240.0,1.6016e-05,0.1,1.4525352 +7286.0,7342.904,1.6825491,1557.5133,9370000.0,6016.0,585625.0,,146400.0,1.576e-05,0.1,1.494792 +7301.1,7342.0273,1.1468825,1557.6221,9380000.0,6022.0,586250.0,,146560.0,1.5504e-05,0.1,1.8472487 +7305.3,7341.3594,0.37052917,1557.989,9390000.0,6027.0,586875.0,,146688.0,1.52992e-05,0.1,1.52068 +7256.0,7339.643,0.3309005,1558.0972,9400000.0,6033.0,587500.0,,146848.0,1.50432e-05,0.1,1.4840999 +7263.9,7338.12,2.1020312,1558.463,9410000.0,6038.0,588125.0,,147008.0,1.47872e-05,0.1,1.6641881 +7243.5,7335.7695,0.48557973,1558.5704,9420000.0,6044.0,588750.0,,147168.0,1.45312e-05,0.1,1.8654022 +7250.9,7333.2812,0.6225994,1558.6777,9430000.0,6050.0,589375.0,,147328.0,1.42752e-05,0.1,1.5676277 +7201.5,7330.8486,2.4832582,1558.7847,9440000.0,6056.0,590000.0,,147488.0,1.40192e-05,0.1,1.4660735 +7138.1,7327.1255,0.89878047,1558.8915,9450000.0,6062.0,590625.0,,147648.0,1.37632e-05,0.1,1.6571388 +7150.2,7323.7607,0.69284666,1558.7411,9460000.0,6069.0,591250.0,,147808.0,1.35072e-05,0.1,1.3745562 +7225.0,7320.9995,0.4760321,1558.8478,9470000.0,6075.0,591875.0,,147968.0,1.32512e-05,0.1,1.6797981 +7323.0,7319.096,0.61000127,1558.9541,9480000.0,6081.0,592500.0,,148096.0,1.30464e-05,0.1,1.4277476 +7359.8,7317.695,0.7272952,1559.0603,9490000.0,6087.0,593125.0,,148256.0,1.27904e-05,0.1,1.7017651 +7402.8,7316.88,1.1364996,1558.9104,9500000.0,6094.0,593750.0,,148416.0,1.25344e-05,0.1,1.6372609 +7298.5,7315.1265,0.7502211,1559.0164,9510000.0,6100.0,594375.0,,148576.0,1.22784e-05,0.1,2.0790272 +7325.3,7313.7344,1.1816568,1559.1222,9520000.0,6106.0,595000.0,,148736.0,1.20224e-05,0.1,1.4926386 +7367.6,7313.791,1.4411936,1559.2278,9530000.0,6112.0,595625.0,,148896.0,1.17664e-05,0.1,1.8922064 +7381.9,7313.78,1.1604048,1559.3331,9540000.0,6118.0,596250.0,,149056.0,1.15104e-05,0.1,1.4073699 +7357.6,7313.4414,1.1483904,1559.4382,9550000.0,6124.0,596875.0,,149216.0,1.12544e-05,0.1,1.5099229 +7392.9,7313.777,0.990052,1559.7977,9560000.0,6129.0,597500.0,,149344.0,1.10496e-05,0.1,1.4336619 +7433.6,7314.451,1.2036967,1559.9022,9570000.0,6135.0,598125.0,,149504.0,1.07936e-05,0.1,1.5301088 +7529.2,7316.476,0.49283338,1560.0065,9580000.0,6141.0,598750.0,,149664.0,1.05376e-05,0.1,1.5946169 +7526.4,7318.792,0.82406574,1560.1106,9590000.0,6147.0,599375.0,,149824.0,1.02816e-05,0.1,1.4585555 +7551.3,7322.8813,0.98673,1559.961,9600000.0,6154.0,600000.0,,149984.0,1.00256e-05,0.1,1.8204352 +7563.3,7327.391,1.3647431,1560.065,9610000.0,6160.0,600625.0,,150144.0,9.7696e-06,0.1,1.4750824 +7472.3,7330.0117,0.3420683,1560.1687,9620000.0,6166.0,601250.0,,150304.0,9.5136e-06,0.1,1.7885889 +7487.7,7333.056,0.66681504,1560.0194,9630000.0,6173.0,601875.0,,150464.0,9.2576e-06,0.1,1.3565784 +7494.7,7336.701,0.9530664,1560.123,9640000.0,6179.0,602500.0,,150624.0,9.0016e-06,0.1,1.7598423 +7576.5,7340.685,1.4122267,1560.2263,9650000.0,6185.0,603125.0,,150752.0,8.7968e-06,0.1,1.6463146 +7515.2,7343.8096,1.3471322,1560.3295,9660000.0,6191.0,603750.0,,150912.0,8.5408e-06,0.1,1.9531567 +7498.4,7346.274,1.1466101,1560.4325,9670000.0,6197.0,604375.0,,151072.0,8.2848e-06,0.1,1.4330187 +7457.8,7348.8677,0.4226209,1560.5353,9680000.0,6203.0,605000.0,,151232.0,8.0288e-06,0.1,1.5757356 +7431.0,7350.785,1.1345695,1560.6378,9690000.0,6209.0,605625.0,,151392.0,7.7728e-06,0.1,1.4931461 +7395.0,7352.8994,2.0732589,1560.9913,9700000.0,6214.0,606250.0,,151552.0,7.5168e-06,0.1,1.755722 +7418.1,7354.8857,1.758261,1561.0933,9710000.0,6220.0,606875.0,,151712.0,7.2608e-06,0.1,1.6864154 +7383.1,7355.989,1.9883797,1561.195,9720000.0,6226.0,607500.0,,151872.0,7.0048e-06,0.1,1.5718846 +7381.4,7357.1763,0.4766657,1561.5471,9730000.0,6231.0,608125.0,,152000.0,6.8e-06,0.1,1.6703994 +7354.8,7357.4927,0.6072721,1561.6482,9740000.0,6237.0,608750.0,,152160.0,6.544e-06,0.1,1.396469 +7381.9,7357.233,1.4410504,1561.7491,9750000.0,6243.0,609375.0,,152320.0,6.288e-06,0.1,1.605426 +7415.6,7357.8184,2.1007323,1562.0999,9760000.0,6248.0,610000.0,,152480.0,6.032e-06,0.1,1.7078052 +7432.6,7357.4204,0.5400073,1562.2002,9770000.0,6254.0,610625.0,,152640.0,5.776e-06,0.1,1.8385859 +7406.8,7357.7144,1.3417013,1562.5499,9780000.0,6259.0,611250.0,,152800.0,5.52e-06,0.1,1.5048786 +7431.0,7358.426,1.4451556,1562.6497,9790000.0,6265.0,611875.0,,152960.0,5.264e-06,0.1,1.4088194 +7469.1,7359.553,1.5449704,1562.7491,9800000.0,6271.0,612500.0,,153120.0,5.008e-06,0.1,1.5253928 +7451.6,7360.209,1.4765774,1563.0975,9810000.0,6276.0,613125.0,,153280.0,4.752e-06,0.1,1.4661868 +7501.0,7361.5137,0.91010076,1563.1964,9820000.0,6282.0,613750.0,,153408.0,4.5472e-06,0.1,1.7555912 +7501.3,7363.406,1.137559,1563.5438,9830000.0,6287.0,614375.0,,153568.0,4.2912e-06,0.1,1.4086821 +7505.0,7364.4707,1.7691822,1563.6421,9840000.0,6293.0,615000.0,,153728.0,4.0352e-06,0.1,1.6052477 +7565.4,7365.6943,0.89299834,1563.7402,9850000.0,6299.0,615625.0,,153888.0,3.7792e-06,0.1,1.4505887 +7469.4,7366.399,0.861511,1563.8383,9860000.0,6305.0,616250.0,,154048.0,3.5232e-06,0.1,1.5166268 +7436.0,7366.0312,0.2990996,1564.1838,9870000.0,6310.0,616875.0,,154208.0,3.2672e-06,0.1,1.5568157 +7428.2,7365.4346,0.531854,1564.2812,9880000.0,6316.0,617500.0,,154368.0,3.0112e-06,0.1,1.5574676 +7446.3,7365.283,0.64707977,1564.3784,9890000.0,6322.0,618125.0,,154528.0,2.7552e-06,0.1,1.857485 +7423.9,7365.38,1.7528865,1564.7227,9900000.0,6327.0,618750.0,,154656.0,2.5504e-06,0.1,1.656271 +7368.0,7364.569,2.094709,1565.0663,9910000.0,6332.0,619375.0,,154816.0,2.2944e-06,0.1,1.9014963 +7386.0,7363.53,1.0049677,1565.1625,9920000.0,6338.0,620000.0,,154976.0,2.0384e-06,0.1,1.6886934 +7375.9,7362.9077,1.292803,1565.2585,9930000.0,6344.0,620625.0,,155136.0,1.7824e-06,0.1,1.7523435 +7393.3,7362.3037,0.65925366,1565.3544,9940000.0,6350.0,621250.0,,155296.0,1.5264e-06,0.1,1.6265029 +7255.6,7360.34,0.24966611,1565.6963,9950000.0,6355.0,621875.0,,155456.0,1.2704e-06,0.1,1.7815378 +7270.7,7357.998,0.5528255,1565.7915,9960000.0,6361.0,622500.0,,155616.0,1.0144e-06,0.1,1.5672088 +7302.0,7356.878,0.32057208,1565.8866,9970000.0,6367.0,623125.0,,155776.0,7.584e-07,0.1,1.7550068 +7291.0,7355.912,0.59754044,1565.9814,9980000.0,6373.0,623750.0,,155936.0,5.024e-07,0.1,1.7664553 +7339.8,7356.0586,1.5924227,1566.3218,9990000.0,6378.0,624375.0,,156064.0,2.976e-07,0.1,1.8090694 +7386.8,7356.7573,2.454558,1566.416,10000000.0,6384.0,625000.0,,156224.0,4.16e-08,0.1,1.265446 diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_eval.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..eb6d791f043dc351c9b4815518ec14b3b7d2bf35 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_eval.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 7356.75732421875, + "strength": 4977.4873046875, + "max_strength": 5917.89990234375, + "final_strength": 5728.19970703125, + "sample_efficiency": 3.3302606539109547e-07, + "training_efficiency": 2.090538509946782e-05, + "stability": 0.9961856603622437 + }, + "local": { + "mean_returns": [ + 60.0, + 1396.0, + 2180.625, + 2333.5, + 2776.875, + 2782.77783203125, + 2958.2978515625, + 2991.7646484375, + 3043.389892578125, + 3124.02978515625, + 3145.466552734375, + 3205.365966796875, + 3193.4443359375, + 3190.81640625, + 3264.5, + 3355.60009765625, + 3430.89990234375, + 3455.699951171875, + 3437.39990234375, + 3448.199951171875, + 3434.60009765625, + 3444.5, + 3406.800048828125, + 3377.39990234375, + 3338.10009765625, + 3296.199951171875, + 3242.60009765625, + 3250.300048828125, + 3202.300048828125, + 3169.60009765625, + 3208.300048828125, + 3214.800048828125, + 3291.800048828125, + 3387.699951171875, + 3364.60009765625, + 3450.199951171875, + 3528.89990234375, + 3694.199951171875, + 3804.0, + 3899.39990234375, + 3951.60009765625, + 3937.199951171875, + 3924.199951171875, + 3976.10009765625, + 3894.60009765625, + 3920.300048828125, + 4000.199951171875, + 3994.300048828125, + 4060.699951171875, + 4110.7998046875, + 4148.7001953125, + 4267.2001953125, + 4349.2998046875, + 4523.89990234375, + 4580.7998046875, + 4796.7001953125, + 4859.60009765625, + 5015.2998046875, + 5150.10009765625, + 5201.89990234375, + 5363.39990234375, + 5393.0, + 5501.7998046875, + 5576.39990234375, + 5619.5, + 5635.2001953125, + 5652.39990234375, + 5824.2001953125, + 5787.0, + 5812.2998046875, + 5870.39990234375, + 5842.0, + 5879.60009765625, + 5921.10009765625, + 5934.39990234375, + 5931.60009765625, + 5870.10009765625, + 5858.60009765625, + 5840.39990234375, + 5905.39990234375, + 5887.60009765625, + 5893.7001953125, + 5959.7998046875, + 5895.0, + 5824.5, + 5831.60009765625, + 5725.39990234375, + 5643.7001953125, + 5652.2998046875, + 5674.0, + 5605.60009765625, + 5594.89990234375, + 5597.39990234375, + 5602.2998046875, + 5574.0, + 5562.0, + 5509.7001953125, + 5551.89990234375, + 5527.39990234375, + 5583.7001953125, + 5561.10009765625, + 5647.60009765625, + 5658.89990234375, + 5610.39990234375, + 5733.0, + 5666.0, + 5626.0, + 5633.5, + 5637.7001953125, + 5675.7001953125, + 5687.7998046875, + 5653.10009765625, + 5653.2998046875, + 5733.89990234375, + 5780.10009765625, + 5777.7998046875, + 5817.7998046875, + 5735.5, + 5736.10009765625, + 5702.10009765625, + 5783.7001953125, + 5798.0, + 5790.7001953125, + 5806.89990234375, + 5849.39990234375, + 5964.10009765625, + 5901.60009765625, + 5969.60009765625, + 6046.5, + 6006.10009765625, + 6028.5, + 6099.0, + 6213.7001953125, + 6248.89990234375, + 6216.89990234375, + 6182.39990234375, + 6134.39990234375, + 6165.2001953125, + 6177.2998046875, + 6189.5, + 6202.0, + 6145.60009765625, + 6127.2998046875, + 6126.39990234375, + 6086.60009765625, + 6114.7998046875, + 6144.5, + 6168.7998046875, + 6270.5, + 6430.39990234375, + 6473.60009765625, + 6520.0, + 6471.7001953125, + 6493.10009765625, + 6467.2998046875, + 6557.7998046875, + 6601.5, + 6672.7001953125, + 6708.60009765625, + 6659.2001953125, + 6610.10009765625, + 6614.7998046875, + 6600.2001953125, + 6558.60009765625, + 6581.7001953125, + 6543.0, + 6661.10009765625, + 6666.60009765625, + 6672.60009765625, + 6587.0, + 6606.0, + 6604.5, + 6643.2998046875, + 6661.10009765625, + 6681.0, + 6608.2998046875, + 6614.0, + 6620.60009765625, + 6635.7998046875, + 6672.7998046875, + 6651.7998046875, + 6669.39990234375, + 6705.60009765625, + 6767.10009765625, + 6729.2998046875, + 6645.0, + 6598.5, + 6611.2998046875, + 6599.5, + 6648.7001953125, + 6671.0, + 6602.7998046875, + 6545.89990234375, + 6523.10009765625, + 6468.0, + 6432.10009765625, + 6429.7001953125, + 6370.2998046875, + 6416.10009765625, + 6425.2998046875, + 6430.39990234375, + 6404.2998046875, + 6434.0, + 6467.2998046875, + 6457.60009765625, + 6490.5, + 6484.5, + 6443.7998046875, + 6426.5, + 6454.5, + 6424.0, + 6402.89990234375, + 6473.2001953125, + 6484.7001953125, + 6509.7001953125, + 6527.0, + 6560.7998046875, + 6516.89990234375, + 6468.7998046875, + 6512.7001953125, + 6512.89990234375, + 6510.2001953125, + 6597.39990234375, + 6628.10009765625, + 6687.89990234375, + 6679.60009765625, + 6670.0, + 6625.60009765625, + 6563.0, + 6488.2001953125, + 6472.0, + 6514.60009765625, + 6557.7998046875, + 6570.7998046875, + 6540.2998046875, + 6528.39990234375, + 6569.0, + 6531.2998046875, + 6554.5, + 6566.39990234375, + 6622.89990234375, + 6662.2001953125, + 6682.39990234375, + 6755.0, + 6831.10009765625, + 6856.2001953125, + 6853.89990234375, + 6824.39990234375, + 6848.7998046875, + 6834.5, + 6896.0, + 6879.7998046875, + 6882.0, + 6864.0, + 6818.7001953125, + 6794.60009765625, + 6795.0, + 6846.5, + 6791.10009765625, + 6840.39990234375, + 6822.7001953125, + 6797.2001953125, + 6832.2998046875, + 6864.89990234375, + 6863.2998046875, + 6874.10009765625, + 6856.39990234375, + 6874.7998046875, + 6891.5, + 6870.10009765625, + 6892.89990234375, + 6782.10009765625, + 6813.5, + 6771.39990234375, + 6771.10009765625, + 6781.10009765625, + 6801.7001953125, + 6800.60009765625, + 6791.2001953125, + 6785.2998046875, + 6829.7001953125, + 6846.2998046875, + 6850.2998046875, + 6861.7001953125, + 6956.2998046875, + 6971.2001953125, + 6947.2998046875, + 6990.89990234375, + 6954.0, + 6889.10009765625, + 6810.10009765625, + 6781.5, + 6693.7998046875, + 6694.60009765625, + 6618.7001953125, + 6557.7001953125, + 6536.0, + 6537.7001953125, + 6521.89990234375, + 6537.89990234375, + 6548.10009765625, + 6531.7001953125, + 6560.2998046875, + 6588.7001953125, + 6583.39990234375, + 6614.39990234375, + 6660.2998046875, + 6697.7998046875, + 6697.89990234375, + 6728.7998046875, + 6683.2001953125, + 6648.5, + 6669.0, + 6659.0, + 6664.2998046875, + 6652.5, + 6664.0, + 6714.7998046875, + 6724.10009765625, + 6750.60009765625, + 6770.2001953125, + 6733.5, + 6840.39990234375, + 6779.7998046875, + 6777.2998046875, + 6788.89990234375, + 6798.89990234375, + 6804.39990234375, + 6827.10009765625, + 6762.39990234375, + 6877.7998046875, + 6911.5, + 6965.39990234375, + 6940.7998046875, + 6961.60009765625, + 6963.60009765625, + 6957.39990234375, + 7014.7998046875, + 7077.2998046875, + 7122.0, + 7102.7998046875, + 7084.7001953125, + 7172.5, + 7119.7001953125, + 7086.60009765625, + 6955.39990234375, + 6962.2998046875, + 6983.7001953125, + 7010.0, + 6991.10009765625, + 6985.0, + 6883.7001953125, + 6917.60009765625, + 6902.7001953125, + 6970.2998046875, + 6994.7998046875, + 6984.89990234375, + 7069.89990234375, + 7159.2001953125, + 7107.10009765625, + 6983.7001953125, + 6883.7001953125, + 6842.2001953125, + 6902.89990234375, + 6865.2998046875, + 6827.0, + 6827.89990234375, + 6857.2998046875, + 6883.10009765625, + 6755.0, + 6778.39990234375, + 6765.39990234375, + 6696.2998046875, + 6716.0, + 6898.60009765625, + 6875.2998046875, + 6899.39990234375, + 6903.5, + 6893.89990234375, + 6971.60009765625, + 6970.89990234375, + 6822.7998046875, + 6703.7001953125, + 6638.2998046875, + 6631.89990234375, + 6666.7998046875, + 6556.60009765625, + 6507.2998046875, + 6450.2001953125, + 6504.89990234375, + 6411.7001953125, + 6394.7001953125, + 6326.2998046875, + 6370.2001953125, + 6419.7998046875, + 6615.0, + 6661.60009765625, + 6693.5, + 6640.2001953125, + 6641.0, + 6695.89990234375, + 6701.0, + 6771.2998046875, + 6817.10009765625, + 6746.2998046875, + 6821.89990234375, + 6791.60009765625, + 6743.10009765625, + 6658.7998046875, + 6634.2998046875, + 6545.0, + 6594.7001953125, + 6602.5, + 6632.5, + 6571.89990234375, + 6583.7001953125, + 6602.0, + 6734.2001953125, + 6765.7998046875, + 6756.10009765625, + 6746.2001953125, + 6883.60009765625, + 6915.2998046875, + 6972.39990234375, + 7045.60009765625, + 7024.10009765625, + 7000.2001953125, + 7025.2001953125, + 7024.39990234375, + 7001.7998046875, + 6938.2998046875, + 6917.7001953125, + 6966.89990234375, + 6912.60009765625, + 6837.7001953125, + 6760.60009765625, + 6755.7998046875, + 6803.0, + 6798.60009765625, + 6802.89990234375, + 6812.2998046875, + 6882.7998046875, + 6861.0, + 6874.5, + 6950.60009765625, + 6901.5, + 6916.60009765625, + 6928.39990234375, + 6925.2998046875, + 6952.5, + 6953.0, + 6901.7998046875, + 6989.7001953125, + 6981.5, + 6887.2998046875, + 6858.2998046875, + 6780.0, + 6795.0, + 6754.39990234375, + 6768.39990234375, + 6821.39990234375, + 6812.10009765625, + 6880.2998046875, + 6864.89990234375, + 6824.5, + 6852.7001953125, + 6838.5, + 6871.7998046875, + 6965.7001953125, + 7003.10009765625, + 7154.10009765625, + 7139.89990234375, + 7084.10009765625, + 7093.2998046875, + 7074.0, + 7079.7001953125, + 7099.7998046875, + 7094.89990234375, + 7125.2001953125, + 7096.89990234375, + 7101.0, + 7089.2001953125, + 7062.60009765625, + 7079.10009765625, + 6945.10009765625, + 6969.39990234375, + 6977.7001953125, + 6972.39990234375, + 7091.39990234375, + 7089.60009765625, + 7054.2001953125, + 7100.7001953125, + 7065.10009765625, + 7072.5, + 6993.7001953125, + 6946.10009765625, + 7011.7001953125, + 7075.60009765625, + 7068.60009765625, + 7052.5, + 7021.10009765625, + 6940.7001953125, + 6913.60009765625, + 6947.7001953125, + 6914.39990234375, + 6902.7998046875, + 6875.5, + 6855.60009765625, + 6907.7998046875, + 6831.2001953125, + 6820.2998046875, + 6811.89990234375, + 6830.2001953125, + 6879.39990234375, + 6893.60009765625, + 6870.2998046875, + 6818.5, + 6894.5, + 6935.7998046875, + 6965.2998046875, + 7046.7001953125, + 7072.39990234375, + 7013.39990234375, + 6988.2001953125, + 6902.89990234375, + 6929.0, + 6935.60009765625, + 6925.2001953125, + 6996.7998046875, + 7025.89990234375, + 6879.5, + 6802.5, + 6814.2998046875, + 6751.89990234375, + 6709.39990234375, + 6725.2998046875, + 6711.60009765625, + 6813.7998046875, + 6827.60009765625, + 6763.89990234375, + 6770.0, + 6801.2001953125, + 6807.2998046875, + 6825.10009765625, + 6873.0, + 6872.7998046875, + 6847.0, + 6834.2001953125, + 6950.2001953125, + 6863.2998046875, + 6841.0, + 6769.89990234375, + 6801.0, + 6714.5, + 6720.89990234375, + 6758.60009765625, + 6663.89990234375, + 6698.5, + 6778.39990234375, + 6789.2998046875, + 6820.10009765625, + 6768.7998046875, + 6954.2001953125, + 7030.7001953125, + 7045.60009765625, + 7074.39990234375, + 7118.0, + 7021.5, + 7031.0, + 7032.10009765625, + 7115.39990234375, + 7042.5, + 7022.39990234375, + 6992.60009765625, + 6916.10009765625, + 6933.2998046875, + 6856.7001953125, + 6819.2001953125, + 6818.10009765625, + 6854.60009765625, + 6899.10009765625, + 6909.7001953125, + 6852.2001953125, + 6820.39990234375, + 6851.89990234375, + 6795.39990234375, + 6825.5, + 6880.2998046875, + 6813.10009765625, + 6755.2998046875, + 6754.7998046875, + 6735.2998046875, + 6782.10009765625, + 6732.10009765625, + 6648.89990234375, + 6666.5, + 6618.5, + 6658.7998046875, + 6787.2001953125, + 6842.39990234375, + 6760.7998046875, + 6780.39990234375, + 6877.7998046875, + 6833.7998046875, + 6817.10009765625, + 6698.5, + 6778.7998046875, + 6809.2001953125, + 6793.2001953125, + 6800.39990234375, + 6701.2998046875, + 6674.39990234375, + 6544.39990234375, + 6620.89990234375, + 6568.10009765625, + 6533.0, + 6543.10009765625, + 6635.60009765625, + 6651.60009765625, + 6562.89990234375, + 6560.7998046875, + 6585.0, + 6751.2001953125, + 6787.7001953125, + 6670.89990234375, + 6668.0, + 6663.10009765625, + 6769.5, + 6832.7001953125, + 6849.39990234375, + 6840.10009765625, + 6909.60009765625, + 6956.60009765625, + 6999.89990234375, + 7052.39990234375, + 6989.5, + 7038.5, + 7159.5, + 7176.5, + 7122.2998046875, + 7104.5, + 7062.2001953125, + 7092.60009765625, + 7157.89990234375, + 7048.60009765625, + 7053.39990234375, + 7047.0, + 6919.2001953125, + 6854.7001953125, + 6839.39990234375, + 6820.0, + 6852.5, + 6921.2998046875, + 6937.2998046875, + 6918.5, + 6886.5, + 6868.0, + 6965.0, + 6882.7998046875, + 6803.7001953125, + 6879.39990234375, + 6957.7001953125, + 6988.10009765625, + 6971.89990234375, + 7000.7998046875, + 7009.2998046875, + 6955.5, + 6920.0, + 6917.89990234375, + 6894.7001953125, + 6833.5, + 6771.7998046875, + 6816.60009765625, + 6796.10009765625, + 6781.39990234375, + 6792.5, + 6755.2998046875, + 6754.89990234375, + 6748.0, + 6832.2998046875, + 6879.39990234375, + 6937.10009765625, + 6986.5, + 7020.5, + 7014.10009765625, + 7111.7001953125, + 7102.10009765625, + 7030.10009765625, + 7027.39990234375, + 6903.0, + 6860.2998046875, + 6766.2998046875, + 6746.2001953125, + 6625.2001953125, + 6655.2998046875, + 6565.10009765625, + 6571.0, + 6503.7001953125, + 6416.89990234375, + 6475.2001953125, + 6520.10009765625, + 6535.10009765625, + 6726.7001953125, + 6677.39990234375, + 6782.0, + 6739.7998046875, + 6766.7998046875, + 6717.0, + 6743.7001953125, + 6776.89990234375, + 6878.5, + 6941.10009765625, + 7011.7998046875, + 7078.39990234375, + 7107.5, + 7190.0, + 7199.7998046875, + 7251.89990234375, + 7183.7001953125, + 7212.10009765625, + 7256.89990234375, + 7326.60009765625, + 7299.89990234375, + 7220.89990234375, + 7047.2001953125, + 7067.60009765625, + 7101.89990234375, + 7023.60009765625, + 7096.2001953125, + 7082.39990234375, + 7090.60009765625, + 7147.39990234375, + 7170.2998046875, + 7104.7001953125, + 7140.89990234375, + 7152.10009765625, + 7223.7001953125, + 7203.7998046875, + 7243.10009765625, + 7225.2998046875, + 7167.2998046875, + 7076.0, + 6958.7998046875, + 6962.0, + 6905.10009765625, + 6788.2001953125, + 6792.7001953125, + 6777.5, + 6747.10009765625, + 6628.0, + 6707.39990234375, + 6795.0, + 6832.2001953125, + 6898.2998046875, + 6978.0, + 7004.0, + 7013.7998046875, + 7064.60009765625, + 7088.2001953125, + 7177.7001953125, + 7241.5, + 7260.10009765625, + 7305.60009765625, + 7303.7998046875, + 7356.7001953125, + 7388.60009765625, + 7331.0, + 7316.7001953125, + 7325.2998046875, + 7330.0, + 7301.2001953125, + 7324.2998046875, + 7338.5, + 7290.7998046875, + 7308.39990234375, + 7347.89990234375, + 7241.10009765625, + 7202.39990234375, + 7087.5, + 7065.7001953125, + 7088.89990234375, + 7037.89990234375, + 7001.10009765625, + 6977.2998046875, + 6879.7998046875, + 6935.10009765625, + 6890.89990234375, + 6844.89990234375, + 6757.2001953125, + 6694.60009765625, + 6696.5, + 6729.60009765625, + 6583.60009765625, + 6596.39990234375, + 6646.39990234375, + 6692.2001953125, + 6697.7001953125, + 6661.2001953125, + 6651.39990234375, + 6655.2998046875, + 6726.89990234375, + 6704.2998046875, + 6846.5, + 6854.2998046875, + 6892.7998046875, + 6959.39990234375, + 6859.89990234375, + 6927.2001953125, + 6924.2998046875, + 6966.2998046875, + 6961.2001953125, + 6910.2001953125, + 6975.7001953125, + 6945.7001953125, + 6940.60009765625, + 6959.2001953125, + 6948.60009765625, + 6925.89990234375, + 7003.7001953125, + 7029.39990234375, + 7024.10009765625, + 7022.5, + 7029.7998046875, + 6989.39990234375, + 7092.7998046875, + 7094.7998046875, + 7092.5, + 7156.39990234375, + 7158.0, + 7229.0, + 7210.89990234375, + 7245.2001953125, + 7282.7998046875, + 7262.89990234375, + 7262.2998046875, + 7318.10009765625, + 7391.7001953125, + 7388.7998046875, + 7372.10009765625, + 7427.60009765625, + 7416.2001953125, + 7478.5, + 7499.7001953125, + 7444.7998046875, + 7510.39990234375, + 7486.7001953125, + 7501.10009765625, + 7513.39990234375, + 7499.89990234375, + 7484.2998046875, + 7473.89990234375, + 7464.5, + 7361.89990234375, + 7383.0, + 7391.5, + 7359.2998046875, + 7366.2001953125, + 7326.7001953125, + 7294.7998046875, + 7142.39990234375, + 7112.2998046875, + 7210.2998046875, + 7183.2001953125, + 7130.2001953125, + 7178.10009765625, + 7202.7001953125, + 7252.0, + 7198.39990234375, + 7239.2998046875, + 7183.60009765625, + 7219.5, + 7272.7998046875, + 7262.60009765625, + 7323.2001953125, + 7407.7998046875, + 7357.10009765625, + 7472.39990234375, + 7377.39990234375, + 7359.89990234375, + 7356.2998046875, + 7386.10009765625, + 7370.5, + 7312.10009765625, + 7398.5, + 7443.0, + 7398.89990234375, + 7472.7001953125, + 7487.89990234375, + 7461.5, + 7414.2001953125, + 7449.10009765625, + 7489.89990234375, + 7438.10009765625, + 7453.7001953125, + 7452.0, + 7504.89990234375, + 7414.0, + 7387.60009765625, + 7325.10009765625, + 7317.0, + 7231.89990234375, + 7176.7998046875, + 7209.39990234375, + 7219.2001953125, + 7155.5, + 7167.7998046875, + 7168.2998046875, + 7207.60009765625, + 7173.0, + 7195.2998046875, + 7193.89990234375, + 7192.2001953125, + 7211.2998046875, + 7289.0, + 7338.60009765625, + 7380.89990234375, + 7388.7998046875, + 7453.7001953125, + 7450.7998046875, + 7443.0, + 7436.7998046875, + 7394.60009765625, + 7368.10009765625, + 7345.89990234375, + 7381.10009765625, + 7342.7998046875, + 7415.89990234375, + 7408.0, + 7395.39990234375, + 7421.2998046875, + 7316.0, + 7352.60009765625, + 7252.7998046875, + 7222.2001953125, + 7189.60009765625, + 7250.7001953125, + 7286.0, + 7301.10009765625, + 7305.2998046875, + 7256.0, + 7263.89990234375, + 7243.5, + 7250.89990234375, + 7201.5, + 7138.10009765625, + 7150.2001953125, + 7225.0, + 7323.0, + 7359.7998046875, + 7402.7998046875, + 7298.5, + 7325.2998046875, + 7367.60009765625, + 7381.89990234375, + 7357.60009765625, + 7392.89990234375, + 7433.60009765625, + 7529.2001953125, + 7526.39990234375, + 7551.2998046875, + 7563.2998046875, + 7472.2998046875, + 7487.7001953125, + 7494.7001953125, + 7576.5, + 7515.2001953125, + 7498.39990234375, + 7457.7998046875, + 7431.0, + 7395.0, + 7418.10009765625, + 7383.10009765625, + 7381.39990234375, + 7354.7998046875, + 7381.89990234375, + 7415.60009765625, + 7432.60009765625, + 7406.7998046875, + 7431.0, + 7469.10009765625, + 7451.60009765625, + 7501.0, + 7501.2998046875, + 7505.0, + 7565.39990234375, + 7469.39990234375, + 7436.0, + 7428.2001953125, + 7446.2998046875, + 7423.89990234375, + 7368.0, + 7386.0, + 7375.89990234375, + 7393.2998046875, + 7255.60009765625, + 7270.7001953125, + 7302.0, + 7291.0, + 7339.7998046875, + 7386.7998046875 + ], + "strengths": [ + -1598.5999755859375, + -262.5999755859375, + 522.0250244140625, + 674.9000244140625, + 1118.2750244140625, + 1124.1778564453125, + 1299.6978759765625, + 1333.1646728515625, + 1384.7899169921875, + 1465.4298095703125, + 1486.8665771484375, + 1546.7659912109375, + 1534.8443603515625, + 1532.2164306640625, + 1605.9000244140625, + 1697.0001220703125, + 1772.2999267578125, + 1797.0999755859375, + 1778.7999267578125, + 1789.5999755859375, + 1776.0001220703125, + 1785.9000244140625, + 1748.2000732421875, + 1718.7999267578125, + 1679.5001220703125, + 1637.5999755859375, + 1584.0001220703125, + 1591.7000732421875, + 1543.7000732421875, + 1511.0001220703125, + 1549.7000732421875, + 1556.2000732421875, + 1633.2000732421875, + 1729.0999755859375, + 1706.0001220703125, + 1791.5999755859375, + 1870.2999267578125, + 2035.5999755859375, + 2145.39990234375, + 2240.7998046875, + 2293.0, + 2278.60009765625, + 2265.60009765625, + 2317.5, + 2236.0, + 2261.7001953125, + 2341.60009765625, + 2335.7001953125, + 2402.10009765625, + 2452.19970703125, + 2490.10009765625, + 2608.60009765625, + 2690.69970703125, + 2865.2998046875, + 2922.19970703125, + 3138.10009765625, + 3201.0, + 3356.69970703125, + 3491.5, + 3543.2998046875, + 3704.7998046875, + 3734.39990234375, + 3843.19970703125, + 3917.7998046875, + 3960.89990234375, + 3976.60009765625, + 3993.7998046875, + 4165.60009765625, + 4128.39990234375, + 4153.69970703125, + 4211.7998046875, + 4183.39990234375, + 4221.0, + 4262.5, + 4275.7998046875, + 4273.0, + 4211.5, + 4200.0, + 4181.7998046875, + 4246.7998046875, + 4229.0, + 4235.10009765625, + 4301.19970703125, + 4236.39990234375, + 4165.89990234375, + 4173.0, + 4066.7998046875, + 3985.10009765625, + 3993.69970703125, + 4015.39990234375, + 3947.0, + 3936.2998046875, + 3938.7998046875, + 3943.69970703125, + 3915.39990234375, + 3903.39990234375, + 3851.10009765625, + 3893.2998046875, + 3868.7998046875, + 3925.10009765625, + 3902.5, + 3989.0, + 4000.2998046875, + 3951.7998046875, + 4074.39990234375, + 4007.39990234375, + 3967.39990234375, + 3974.89990234375, + 3979.10009765625, + 4017.10009765625, + 4029.19970703125, + 3994.5, + 3994.69970703125, + 4075.2998046875, + 4121.5, + 4119.19970703125, + 4159.19970703125, + 4076.89990234375, + 4077.5, + 4043.5, + 4125.10009765625, + 4139.39990234375, + 4132.10009765625, + 4148.2998046875, + 4190.7998046875, + 4305.5, + 4243.0, + 4311.0, + 4387.89990234375, + 4347.5, + 4369.89990234375, + 4440.39990234375, + 4555.10009765625, + 4590.2998046875, + 4558.2998046875, + 4523.7998046875, + 4475.7998046875, + 4506.60009765625, + 4518.69970703125, + 4530.89990234375, + 4543.39990234375, + 4487.0, + 4468.69970703125, + 4467.7998046875, + 4428.0, + 4456.19970703125, + 4485.89990234375, + 4510.19970703125, + 4611.89990234375, + 4771.7998046875, + 4815.0, + 4861.39990234375, + 4813.10009765625, + 4834.5, + 4808.69970703125, + 4899.19970703125, + 4942.89990234375, + 5014.10009765625, + 5050.0, + 5000.60009765625, + 4951.5, + 4956.19970703125, + 4941.60009765625, + 4900.0, + 4923.10009765625, + 4884.39990234375, + 5002.5, + 5008.0, + 5014.0, + 4928.39990234375, + 4947.39990234375, + 4945.89990234375, + 4984.69970703125, + 5002.5, + 5022.39990234375, + 4949.69970703125, + 4955.39990234375, + 4962.0, + 4977.19970703125, + 5014.19970703125, + 4993.19970703125, + 5010.7998046875, + 5047.0, + 5108.5, + 5070.69970703125, + 4986.39990234375, + 4939.89990234375, + 4952.69970703125, + 4940.89990234375, + 4990.10009765625, + 5012.39990234375, + 4944.19970703125, + 4887.2998046875, + 4864.5, + 4809.39990234375, + 4773.5, + 4771.10009765625, + 4711.69970703125, + 4757.5, + 4766.69970703125, + 4771.7998046875, + 4745.69970703125, + 4775.39990234375, + 4808.69970703125, + 4799.0, + 4831.89990234375, + 4825.89990234375, + 4785.19970703125, + 4767.89990234375, + 4795.89990234375, + 4765.39990234375, + 4744.2998046875, + 4814.60009765625, + 4826.10009765625, + 4851.10009765625, + 4868.39990234375, + 4902.19970703125, + 4858.2998046875, + 4810.19970703125, + 4854.10009765625, + 4854.2998046875, + 4851.60009765625, + 4938.7998046875, + 4969.5, + 5029.2998046875, + 5021.0, + 5011.39990234375, + 4967.0, + 4904.39990234375, + 4829.60009765625, + 4813.39990234375, + 4856.0, + 4899.19970703125, + 4912.19970703125, + 4881.69970703125, + 4869.7998046875, + 4910.39990234375, + 4872.69970703125, + 4895.89990234375, + 4907.7998046875, + 4964.2998046875, + 5003.60009765625, + 5023.7998046875, + 5096.39990234375, + 5172.5, + 5197.60009765625, + 5195.2998046875, + 5165.7998046875, + 5190.19970703125, + 5175.89990234375, + 5237.39990234375, + 5221.19970703125, + 5223.39990234375, + 5205.39990234375, + 5160.10009765625, + 5136.0, + 5136.39990234375, + 5187.89990234375, + 5132.5, + 5181.7998046875, + 5164.10009765625, + 5138.60009765625, + 5173.69970703125, + 5206.2998046875, + 5204.69970703125, + 5215.5, + 5197.7998046875, + 5216.19970703125, + 5232.89990234375, + 5211.5, + 5234.2998046875, + 5123.5, + 5154.89990234375, + 5112.7998046875, + 5112.5, + 5122.5, + 5143.10009765625, + 5142.0, + 5132.60009765625, + 5126.69970703125, + 5171.10009765625, + 5187.69970703125, + 5191.69970703125, + 5203.10009765625, + 5297.69970703125, + 5312.60009765625, + 5288.69970703125, + 5332.2998046875, + 5295.39990234375, + 5230.5, + 5151.5, + 5122.89990234375, + 5035.19970703125, + 5036.0, + 4960.10009765625, + 4899.10009765625, + 4877.39990234375, + 4879.10009765625, + 4863.2998046875, + 4879.2998046875, + 4889.5, + 4873.10009765625, + 4901.69970703125, + 4930.10009765625, + 4924.7998046875, + 4955.7998046875, + 5001.69970703125, + 5039.19970703125, + 5039.2998046875, + 5070.19970703125, + 5024.60009765625, + 4989.89990234375, + 5010.39990234375, + 5000.39990234375, + 5005.69970703125, + 4993.89990234375, + 5005.39990234375, + 5056.19970703125, + 5065.5, + 5092.0, + 5111.60009765625, + 5074.89990234375, + 5181.7998046875, + 5121.19970703125, + 5118.69970703125, + 5130.2998046875, + 5140.2998046875, + 5145.7998046875, + 5168.5, + 5103.7998046875, + 5219.19970703125, + 5252.89990234375, + 5306.7998046875, + 5282.19970703125, + 5303.0, + 5305.0, + 5298.7998046875, + 5356.19970703125, + 5418.69970703125, + 5463.39990234375, + 5444.19970703125, + 5426.10009765625, + 5513.89990234375, + 5461.10009765625, + 5428.0, + 5296.7998046875, + 5303.69970703125, + 5325.10009765625, + 5351.39990234375, + 5332.5, + 5326.39990234375, + 5225.10009765625, + 5259.0, + 5244.10009765625, + 5311.69970703125, + 5336.19970703125, + 5326.2998046875, + 5411.2998046875, + 5500.60009765625, + 5448.5, + 5325.10009765625, + 5225.10009765625, + 5183.60009765625, + 5244.2998046875, + 5206.69970703125, + 5168.39990234375, + 5169.2998046875, + 5198.69970703125, + 5224.5, + 5096.39990234375, + 5119.7998046875, + 5106.7998046875, + 5037.69970703125, + 5057.39990234375, + 5240.0, + 5216.69970703125, + 5240.7998046875, + 5244.89990234375, + 5235.2998046875, + 5313.0, + 5312.2998046875, + 5164.19970703125, + 5045.10009765625, + 4979.69970703125, + 4973.2998046875, + 5008.19970703125, + 4898.0, + 4848.69970703125, + 4791.60009765625, + 4846.2998046875, + 4753.10009765625, + 4736.10009765625, + 4667.69970703125, + 4711.60009765625, + 4761.19970703125, + 4956.39990234375, + 5003.0, + 5034.89990234375, + 4981.60009765625, + 4982.39990234375, + 5037.2998046875, + 5042.39990234375, + 5112.69970703125, + 5158.5, + 5087.69970703125, + 5163.2998046875, + 5133.0, + 5084.5, + 5000.19970703125, + 4975.69970703125, + 4886.39990234375, + 4936.10009765625, + 4943.89990234375, + 4973.89990234375, + 4913.2998046875, + 4925.10009765625, + 4943.39990234375, + 5075.60009765625, + 5107.19970703125, + 5097.5, + 5087.60009765625, + 5225.0, + 5256.69970703125, + 5313.7998046875, + 5387.0, + 5365.5, + 5341.60009765625, + 5366.60009765625, + 5365.7998046875, + 5343.19970703125, + 5279.69970703125, + 5259.10009765625, + 5308.2998046875, + 5254.0, + 5179.10009765625, + 5102.0, + 5097.19970703125, + 5144.39990234375, + 5140.0, + 5144.2998046875, + 5153.69970703125, + 5224.19970703125, + 5202.39990234375, + 5215.89990234375, + 5292.0, + 5242.89990234375, + 5258.0, + 5269.7998046875, + 5266.69970703125, + 5293.89990234375, + 5294.39990234375, + 5243.19970703125, + 5331.10009765625, + 5322.89990234375, + 5228.69970703125, + 5199.69970703125, + 5121.39990234375, + 5136.39990234375, + 5095.7998046875, + 5109.7998046875, + 5162.7998046875, + 5153.5, + 5221.69970703125, + 5206.2998046875, + 5165.89990234375, + 5194.10009765625, + 5179.89990234375, + 5213.19970703125, + 5307.10009765625, + 5344.5, + 5495.5, + 5481.2998046875, + 5425.5, + 5434.69970703125, + 5415.39990234375, + 5421.10009765625, + 5441.19970703125, + 5436.2998046875, + 5466.60009765625, + 5438.2998046875, + 5442.39990234375, + 5430.60009765625, + 5404.0, + 5420.5, + 5286.5, + 5310.7998046875, + 5319.10009765625, + 5313.7998046875, + 5432.7998046875, + 5431.0, + 5395.60009765625, + 5442.10009765625, + 5406.5, + 5413.89990234375, + 5335.10009765625, + 5287.5, + 5353.10009765625, + 5417.0, + 5410.0, + 5393.89990234375, + 5362.5, + 5282.10009765625, + 5255.0, + 5289.10009765625, + 5255.7998046875, + 5244.19970703125, + 5216.89990234375, + 5197.0, + 5249.19970703125, + 5172.60009765625, + 5161.69970703125, + 5153.2998046875, + 5171.60009765625, + 5220.7998046875, + 5235.0, + 5211.69970703125, + 5159.89990234375, + 5235.89990234375, + 5277.19970703125, + 5306.69970703125, + 5388.10009765625, + 5413.7998046875, + 5354.7998046875, + 5329.60009765625, + 5244.2998046875, + 5270.39990234375, + 5277.0, + 5266.60009765625, + 5338.19970703125, + 5367.2998046875, + 5220.89990234375, + 5143.89990234375, + 5155.69970703125, + 5093.2998046875, + 5050.7998046875, + 5066.69970703125, + 5053.0, + 5155.19970703125, + 5169.0, + 5105.2998046875, + 5111.39990234375, + 5142.60009765625, + 5148.69970703125, + 5166.5, + 5214.39990234375, + 5214.19970703125, + 5188.39990234375, + 5175.60009765625, + 5291.60009765625, + 5204.69970703125, + 5182.39990234375, + 5111.2998046875, + 5142.39990234375, + 5055.89990234375, + 5062.2998046875, + 5100.0, + 5005.2998046875, + 5039.89990234375, + 5119.7998046875, + 5130.69970703125, + 5161.5, + 5110.19970703125, + 5295.60009765625, + 5372.10009765625, + 5387.0, + 5415.7998046875, + 5459.39990234375, + 5362.89990234375, + 5372.39990234375, + 5373.5, + 5456.7998046875, + 5383.89990234375, + 5363.7998046875, + 5334.0, + 5257.5, + 5274.69970703125, + 5198.10009765625, + 5160.60009765625, + 5159.5, + 5196.0, + 5240.5, + 5251.10009765625, + 5193.60009765625, + 5161.7998046875, + 5193.2998046875, + 5136.7998046875, + 5166.89990234375, + 5221.69970703125, + 5154.5, + 5096.69970703125, + 5096.19970703125, + 5076.69970703125, + 5123.5, + 5073.5, + 4990.2998046875, + 5007.89990234375, + 4959.89990234375, + 5000.19970703125, + 5128.60009765625, + 5183.7998046875, + 5102.19970703125, + 5121.7998046875, + 5219.19970703125, + 5175.19970703125, + 5158.5, + 5039.89990234375, + 5120.19970703125, + 5150.60009765625, + 5134.60009765625, + 5141.7998046875, + 5042.69970703125, + 5015.7998046875, + 4885.7998046875, + 4962.2998046875, + 4909.5, + 4874.39990234375, + 4884.5, + 4977.0, + 4993.0, + 4904.2998046875, + 4902.19970703125, + 4926.39990234375, + 5092.60009765625, + 5129.10009765625, + 5012.2998046875, + 5009.39990234375, + 5004.5, + 5110.89990234375, + 5174.10009765625, + 5190.7998046875, + 5181.5, + 5251.0, + 5298.0, + 5341.2998046875, + 5393.7998046875, + 5330.89990234375, + 5379.89990234375, + 5500.89990234375, + 5517.89990234375, + 5463.69970703125, + 5445.89990234375, + 5403.60009765625, + 5434.0, + 5499.2998046875, + 5390.0, + 5394.7998046875, + 5388.39990234375, + 5260.60009765625, + 5196.10009765625, + 5180.7998046875, + 5161.39990234375, + 5193.89990234375, + 5262.69970703125, + 5278.69970703125, + 5259.89990234375, + 5227.89990234375, + 5209.39990234375, + 5306.39990234375, + 5224.19970703125, + 5145.10009765625, + 5220.7998046875, + 5299.10009765625, + 5329.5, + 5313.2998046875, + 5342.19970703125, + 5350.69970703125, + 5296.89990234375, + 5261.39990234375, + 5259.2998046875, + 5236.10009765625, + 5174.89990234375, + 5113.19970703125, + 5158.0, + 5137.5, + 5122.7998046875, + 5133.89990234375, + 5096.69970703125, + 5096.2998046875, + 5089.39990234375, + 5173.69970703125, + 5220.7998046875, + 5278.5, + 5327.89990234375, + 5361.89990234375, + 5355.5, + 5453.10009765625, + 5443.5, + 5371.5, + 5368.7998046875, + 5244.39990234375, + 5201.69970703125, + 5107.69970703125, + 5087.60009765625, + 4966.60009765625, + 4996.69970703125, + 4906.5, + 4912.39990234375, + 4845.10009765625, + 4758.2998046875, + 4816.60009765625, + 4861.5, + 4876.5, + 5068.10009765625, + 5018.7998046875, + 5123.39990234375, + 5081.19970703125, + 5108.19970703125, + 5058.39990234375, + 5085.10009765625, + 5118.2998046875, + 5219.89990234375, + 5282.5, + 5353.19970703125, + 5419.7998046875, + 5448.89990234375, + 5531.39990234375, + 5541.19970703125, + 5593.2998046875, + 5525.10009765625, + 5553.5, + 5598.2998046875, + 5668.0, + 5641.2998046875, + 5562.2998046875, + 5388.60009765625, + 5409.0, + 5443.2998046875, + 5365.0, + 5437.60009765625, + 5423.7998046875, + 5432.0, + 5488.7998046875, + 5511.69970703125, + 5446.10009765625, + 5482.2998046875, + 5493.5, + 5565.10009765625, + 5545.19970703125, + 5584.5, + 5566.69970703125, + 5508.69970703125, + 5417.39990234375, + 5300.19970703125, + 5303.39990234375, + 5246.5, + 5129.60009765625, + 5134.10009765625, + 5118.89990234375, + 5088.5, + 4969.39990234375, + 5048.7998046875, + 5136.39990234375, + 5173.60009765625, + 5239.69970703125, + 5319.39990234375, + 5345.39990234375, + 5355.19970703125, + 5406.0, + 5429.60009765625, + 5519.10009765625, + 5582.89990234375, + 5601.5, + 5647.0, + 5645.19970703125, + 5698.10009765625, + 5730.0, + 5672.39990234375, + 5658.10009765625, + 5666.69970703125, + 5671.39990234375, + 5642.60009765625, + 5665.69970703125, + 5679.89990234375, + 5632.19970703125, + 5649.7998046875, + 5689.2998046875, + 5582.5, + 5543.7998046875, + 5428.89990234375, + 5407.10009765625, + 5430.2998046875, + 5379.2998046875, + 5342.5, + 5318.69970703125, + 5221.19970703125, + 5276.5, + 5232.2998046875, + 5186.2998046875, + 5098.60009765625, + 5036.0, + 5037.89990234375, + 5071.0, + 4925.0, + 4937.7998046875, + 4987.7998046875, + 5033.60009765625, + 5039.10009765625, + 5002.60009765625, + 4992.7998046875, + 4996.69970703125, + 5068.2998046875, + 5045.69970703125, + 5187.89990234375, + 5195.69970703125, + 5234.19970703125, + 5300.7998046875, + 5201.2998046875, + 5268.60009765625, + 5265.69970703125, + 5307.69970703125, + 5302.60009765625, + 5251.60009765625, + 5317.10009765625, + 5287.10009765625, + 5282.0, + 5300.60009765625, + 5290.0, + 5267.2998046875, + 5345.10009765625, + 5370.7998046875, + 5365.5, + 5363.89990234375, + 5371.19970703125, + 5330.7998046875, + 5434.19970703125, + 5436.19970703125, + 5433.89990234375, + 5497.7998046875, + 5499.39990234375, + 5570.39990234375, + 5552.2998046875, + 5586.60009765625, + 5624.19970703125, + 5604.2998046875, + 5603.69970703125, + 5659.5, + 5733.10009765625, + 5730.19970703125, + 5713.5, + 5769.0, + 5757.60009765625, + 5819.89990234375, + 5841.10009765625, + 5786.19970703125, + 5851.7998046875, + 5828.10009765625, + 5842.5, + 5854.7998046875, + 5841.2998046875, + 5825.69970703125, + 5815.2998046875, + 5805.89990234375, + 5703.2998046875, + 5724.39990234375, + 5732.89990234375, + 5700.69970703125, + 5707.60009765625, + 5668.10009765625, + 5636.19970703125, + 5483.7998046875, + 5453.69970703125, + 5551.69970703125, + 5524.60009765625, + 5471.60009765625, + 5519.5, + 5544.10009765625, + 5593.39990234375, + 5539.7998046875, + 5580.69970703125, + 5525.0, + 5560.89990234375, + 5614.19970703125, + 5604.0, + 5664.60009765625, + 5749.19970703125, + 5698.5, + 5813.7998046875, + 5718.7998046875, + 5701.2998046875, + 5697.69970703125, + 5727.5, + 5711.89990234375, + 5653.5, + 5739.89990234375, + 5784.39990234375, + 5740.2998046875, + 5814.10009765625, + 5829.2998046875, + 5802.89990234375, + 5755.60009765625, + 5790.5, + 5831.2998046875, + 5779.5, + 5795.10009765625, + 5793.39990234375, + 5846.2998046875, + 5755.39990234375, + 5729.0, + 5666.5, + 5658.39990234375, + 5573.2998046875, + 5518.19970703125, + 5550.7998046875, + 5560.60009765625, + 5496.89990234375, + 5509.19970703125, + 5509.69970703125, + 5549.0, + 5514.39990234375, + 5536.69970703125, + 5535.2998046875, + 5533.60009765625, + 5552.69970703125, + 5630.39990234375, + 5680.0, + 5722.2998046875, + 5730.19970703125, + 5795.10009765625, + 5792.19970703125, + 5784.39990234375, + 5778.19970703125, + 5736.0, + 5709.5, + 5687.2998046875, + 5722.5, + 5684.19970703125, + 5757.2998046875, + 5749.39990234375, + 5736.7998046875, + 5762.69970703125, + 5657.39990234375, + 5694.0, + 5594.19970703125, + 5563.60009765625, + 5531.0, + 5592.10009765625, + 5627.39990234375, + 5642.5, + 5646.69970703125, + 5597.39990234375, + 5605.2998046875, + 5584.89990234375, + 5592.2998046875, + 5542.89990234375, + 5479.5, + 5491.60009765625, + 5566.39990234375, + 5664.39990234375, + 5701.19970703125, + 5744.19970703125, + 5639.89990234375, + 5666.69970703125, + 5709.0, + 5723.2998046875, + 5699.0, + 5734.2998046875, + 5775.0, + 5870.60009765625, + 5867.7998046875, + 5892.69970703125, + 5904.69970703125, + 5813.69970703125, + 5829.10009765625, + 5836.10009765625, + 5917.89990234375, + 5856.60009765625, + 5839.7998046875, + 5799.19970703125, + 5772.39990234375, + 5736.39990234375, + 5759.5, + 5724.5, + 5722.7998046875, + 5696.19970703125, + 5723.2998046875, + 5757.0, + 5774.0, + 5748.19970703125, + 5772.39990234375, + 5810.5, + 5793.0, + 5842.39990234375, + 5842.69970703125, + 5846.39990234375, + 5906.7998046875, + 5810.7998046875, + 5777.39990234375, + 5769.60009765625, + 5787.69970703125, + 5765.2998046875, + 5709.39990234375, + 5727.39990234375, + 5717.2998046875, + 5734.69970703125, + 5597.0, + 5612.10009765625, + 5643.39990234375, + 5632.39990234375, + 5681.19970703125, + 5728.19970703125 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 9.294541087001562e-05, + 0.00011618285498116165, + 0.00020882418903056532, + -0.0002562800364103168, + -6.185289385030046e-05, + -2.746739482972771e-05, + -1.4814199857937638e-05, + -8.39851054479368e-06, + -4.580251243169187e-06, + -2.2022807115718024e-06, + -5.879862214897003e-07, + 5.048125899520528e-07, + 1.2775642517226515e-06, + 1.8635910237208009e-06, + 2.3156894712883513e-06, + 2.662300403244444e-06, + 2.9218294912425335e-06, + 3.112758577117347e-06, + 3.255853016526089e-06, + 3.3612466268095886e-06, + 3.4391009648970794e-06, + 3.4940469504363136e-06, + 3.531788934196811e-06, + 3.5561263302952284e-06, + 3.570116405171575e-06, + 3.576071776478784e-06, + 3.5758728245127713e-06, + 3.570778744688141e-06, + 3.5618493257061346e-06, + 3.549369466782082e-06, + 3.5341124657861656e-06, + 3.515794332997757e-06, + 3.494494421829586e-06, + 3.4720073927019257e-06, + 3.447203425821499e-06, + 3.4204333587695146e-06, + 3.3907244869624265e-06, + 3.3591668398003094e-06, + 3.3262215310969623e-06, + 3.2927234769886127e-06, + 3.259750656070537e-06, + 3.227326715204981e-06, + 3.1945967293722788e-06, + 3.1634594961360563e-06, + 3.132413667117362e-06, + 3.100804178757244e-06, + 3.0698465707246214e-06, + 3.0386240723601077e-06, + 3.007419991263305e-06, + 2.9764341888949275e-06, + 2.9447483029798605e-06, + 2.912910304075922e-06, + 2.8799631763831712e-06, + 2.8473705242504366e-06, + 2.8134909371146932e-06, + 2.780102249744232e-06, + 2.746310201473534e-06, + 2.7124408461531857e-06, + 2.6793350116349757e-06, + 2.6460145363671472e-06, + 2.6136938231502427e-06, + 2.581678700153134e-06, + 2.5502702101221075e-06, + 2.5196980004693614e-06, + 2.490122369636083e-06, + 2.4614716949145077e-06, + 2.4326527636731043e-06, + 2.405101440672297e-06, + 2.3783288725098828e-06, + 2.3520963168266462e-06, + 2.3268969471246237e-06, + 2.3022835193842184e-06, + 2.278211695738719e-06, + 2.2548128981725313e-06, + 2.2321353299048496e-06, + 2.2104336494521704e-06, + 2.189396354879136e-06, + 2.1690184439648874e-06, + 2.148877229046775e-06, + 2.129349240931333e-06, + 2.1102964637975674e-06, + 2.0914399101457093e-06, + 2.0733314158860594e-06, + 2.0559486983984243e-06, + 2.038938873738516e-06, + 2.02273031391087e-06, + 2.0071813651156845e-06, + 1.9919159512937767e-06, + 1.9768770016526105e-06, + 1.9623851130745606e-06, + 1.9482079096633242e-06, + 1.9342874111316632e-06, + 1.9206077013222966e-06, + 1.9072728036917397e-06, + 1.8942151882583858e-06, + 1.8815554767570575e-06, + 1.8689751186684589e-06, + 1.8566854578239145e-06, + 1.8444267197992303e-06, + 1.832442535487644e-06, + 1.8203982108389027e-06, + 1.80852362063888e-06, + 1.7969874761547544e-06, + 1.785291146916279e-06, + 1.7739780560077634e-06, + 1.7629577087063808e-06, + 1.7520907249490847e-06, + 1.7413822206435725e-06, + 1.7307401094512898e-06, + 1.7202321487275185e-06, + 1.7099742990467348e-06, + 1.699870495031064e-06, + 1.6897188288567122e-06, + 1.6796097952465061e-06, + 1.6696610600774875e-06, + 1.6597691683273297e-06, + 1.6502178823429858e-06, + 1.640804612179636e-06, + 1.6316035953423125e-06, + 1.6223514194280142e-06, + 1.6132011069203145e-06, + 1.6041979051806265e-06, + 1.5952875855873572e-06, + 1.5864138731558342e-06, + 1.5774292023706948e-06, + 1.5687030554545345e-06, + 1.5599638345520361e-06, + 1.5511981246163487e-06, + 1.5426389836648013e-06, + 1.5341584003181197e-06, + 1.5256649703587755e-06, + 1.5170796814345522e-06, + 1.5085566928974004e-06, + 1.5002175359768444e-06, + 1.4920605053703184e-06, + 1.4841034499113448e-06, + 1.4762028968107188e-06, + 1.4683905646961648e-06, + 1.460664748265117e-06, + 1.4530234011544962e-06, + 1.4455783912126208e-06, + 1.4382611652763444e-06, + 1.4310402320916182e-06, + 1.4239750498745707e-06, + 1.4169545465847477e-06, + 1.4099766758590704e-06, + 1.4030496231498546e-06, + 1.3960568594484357e-06, + 1.3889170986658428e-06, + 1.3818098523188382e-06, + 1.3747311413681018e-06, + 1.3678167078978731e-06, + 1.3609632105726632e-06, + 1.3542353372031357e-06, + 1.3474705156113487e-06, + 1.3407354799710447e-06, + 1.3339940778678283e-06, + 1.3272953083287575e-06, + 1.32074956127326e-06, + 1.3143519481673138e-06, + 1.3080294820611016e-06, + 1.30180478663533e-06, + 1.295708898396697e-06, + 1.2896588259536657e-06, + 1.2837290341849439e-06, + 1.2777293250110233e-06, + 1.2717963500108453e-06, + 1.2659284038818441e-06, + 1.2602291690200218e-06, + 1.2545748404590995e-06, + 1.2489879281929461e-06, + 1.2434222753654467e-06, + 1.2379013014651719e-06, + 1.232422391694854e-06, + 1.2270841125427978e-06, + 1.2217994935781462e-06, + 1.2165663747509825e-06, + 1.2113750926801004e-06, + 1.2062030236847932e-06, + 1.2011091712338384e-06, + 1.1960529491261696e-06, + 1.1910154853467247e-06, + 1.185972678285907e-06, + 1.1810216165031306e-06, + 1.176204591502028e-06, + 1.1714820402630721e-06, + 1.1667956414385117e-06, + 1.1621679050222156e-06, + 1.1575415328479721e-06, + 1.1529416497069178e-06, + 1.1484499964353745e-06, + 1.1440536127338419e-06, + 1.1397196431062184e-06, + 1.1354753723935573e-06, + 1.1313015875202836e-06, + 1.1271680477875634e-06, + 1.1231228427277529e-06, + 1.1190746818101616e-06, + 1.1150551699756761e-06, + 1.1110671493952395e-06, + 1.1071359722336638e-06, + 1.103215026887483e-06, + 1.099301471185754e-06, + 1.0954302069876576e-06, + 1.0915665598076885e-06, + 1.0877415661525447e-06, + 1.0839816013685777e-06, + 1.080267225006537e-06, + 1.0765627393993782e-06, + 1.0729129371611634e-06, + 1.0693094054659014e-06, + 1.0656830227162573e-06, + 1.0620784678394557e-06, + 1.0584857363937772e-06, + 1.05491039903427e-06, + 1.0513406323298113e-06, + 1.04783237020456e-06, + 1.0443873179610819e-06, + 1.0409390824861475e-06, + 1.0375188139732927e-06, + 1.0341282177250832e-06, + 1.03070487966761e-06, + 1.0272888175677508e-06, + 1.0238602499157423e-06, + 1.020465902001888e-06, + 1.0171061148867011e-06, + 1.013803171190375e-06, + 1.010567984849331e-06, + 1.0074069223264814e-06, + 1.0042806479759747e-06, + 1.0011506219598232e-06, + 9.980172990253777e-07, + 9.948997785613756e-07, + 9.918254590957076e-07, + 9.887817213893868e-07, + 9.857360510068247e-07, + 9.827364237935399e-07, + 9.797450957194087e-07, + 9.767688879946945e-07, + 9.737810842125327e-07, + 9.707924846225069e-07, + 9.678145715952269e-07, + 9.648168770581833e-07, + 9.617981504561612e-07, + 9.58788518801157e-07, + 9.558037845636136e-07, + 9.528590112495294e-07, + 9.499232191956253e-07, + 9.470179520576494e-07, + 9.441008614885504e-07, + 9.412150916432438e-07, + 9.383501833326591e-07, + 9.355168231195421e-07, + 9.327291081717703e-07, + 9.299748171542888e-07, + 9.27240591863665e-07, + 9.244992043022648e-07, + 9.218068726113415e-07, + 9.191083449877624e-07, + 9.16438523290708e-07, + 9.138009318121476e-07, + 9.111643635151268e-07, + 9.085302963285358e-07, + 9.059157832780329e-07, + 9.033146284309623e-07, + 9.007407584249449e-07, + 8.981759833659453e-07, + 8.95621269592084e-07, + 8.930948638408154e-07, + 8.905752792998101e-07, + 8.881259532245167e-07, + 8.856783324517892e-07, + 8.832670914671326e-07, + 8.808721077002701e-07, + 8.78488435773761e-07, + 8.761110734667454e-07, + 8.737500820643618e-07, + 8.714089290151605e-07, + 8.690857953297382e-07, + 8.667579436405504e-07, + 8.644380500300031e-07, + 8.621316283097258e-07, + 8.598353815614246e-07, + 8.575128163101908e-07, + 8.551994028493937e-07, + 8.529116826139216e-07, + 8.506205517733179e-07, + 8.483603437525744e-07, + 8.461423135486257e-07, + 8.439716907560069e-07, + 8.418265906584566e-07, + 8.397311148655717e-07, + 8.376479740945797e-07, + 8.356084322258539e-07, + 8.336056112057122e-07, + 8.316231401295227e-07, + 8.296512419292412e-07, + 8.276968515019689e-07, + 8.257471222350432e-07, + 8.238042710217997e-07, + 8.218787570513086e-07, + 8.199527314900479e-07, + 8.180264785551117e-07, + 8.161131859196757e-07, + 8.141986995724437e-07, + 8.122773920149484e-07, + 8.103526738523215e-07, + 8.084389833129535e-07, + 8.065244969657215e-07, + 8.046380912674067e-07, + 8.027751619010814e-07, + 8.009150178622804e-07, + 7.990689709913568e-07, + 7.972311095727491e-07, + 7.954078000693698e-07, + 7.935903454381332e-07, + 7.917645348243241e-07, + 7.899455454207782e-07, + 7.88127124451421e-07, + 7.863118867135199e-07, + 7.845197274036764e-07, + 7.827000558791042e-07, + 7.809115913914866e-07, + 7.791338703100337e-07, + 7.773620041007234e-07, + 7.755964475109067e-07, + 7.738387353128928e-07, + 7.720828989477013e-07, + 7.703584969931399e-07, + 7.686047069910273e-07, + 7.668494390600245e-07, + 7.650860425201245e-07, + 7.633407221874222e-07, + 7.61598244025663e-07, + 7.598648039675027e-07, + 7.581430736536277e-07, + 7.56412191549316e-07, + 7.546710776296095e-07, + 7.529255867666507e-07, + 7.511960689043917e-07, + 7.494818987652252e-07, + 7.477499366359552e-07, + 7.46044236166199e-07, + 7.443583172062063e-07, + 7.427221930811356e-07, + 7.41092605949234e-07, + 7.39465178867249e-07, + 7.378385475931282e-07, + 7.362262977039791e-07, + 7.346244501604815e-07, + 7.330612561418093e-07, + 7.314959589166392e-07, + 7.299432240870374e-07, + 7.283784952960559e-07, + 7.268148465300328e-07, + 7.252621685438498e-07, + 7.236930628096161e-07, + 7.221065061457921e-07, + 7.205433689705387e-07, + 7.190236033238762e-07, + 7.175398764047713e-07, + 7.160751920309849e-07, + 7.146007305891544e-07, + 7.131440042940085e-07, + 7.117051268323848e-07, + 7.102729568941868e-07, + 7.088395364007738e-07, + 7.074060590639419e-07, + 7.060144184833916e-07, + 7.046228915896791e-07, + 7.032414828245237e-07, + 7.018850283202482e-07, + 7.005294833106746e-07, + 6.991316467974684e-07, + 6.977466568969248e-07, + 6.963618943700567e-07, + 6.949827024982369e-07, + 6.936126055734348e-07, + 6.922287525412685e-07, + 6.908517207193654e-07, + 6.895193678246869e-07, + 6.882236220917548e-07, + 6.869503295092727e-07, + 6.856841991975671e-07, + 6.844147719675675e-07, + 6.831785981376015e-07, + 6.819600457674824e-07, + 6.80760763316357e-07, + 6.795528406655649e-07, + 6.783728849768522e-07, + 6.772019673917384e-07, + 6.760524229321163e-07, + 6.748966256964195e-07, + 6.737333251294331e-07, + 6.725272783114633e-07, + 6.713150924042566e-07, + 6.7010040538662e-07, + 6.689035672025057e-07, + 6.677116743958322e-07, + 6.665117666670994e-07, + 6.653156674474303e-07, + 6.641080858571513e-07, + 6.628949336118239e-07, + 6.617036092393391e-07, + 6.604998361581238e-07, + 6.593082275685447e-07, + 6.581329330401786e-07, + 6.569818538082473e-07, + 6.558411200785486e-07, + 6.547254542965675e-07, + 6.536028536174854e-07, + 6.524830951093463e-07, + 6.51361006021034e-07, + 6.502571068267571e-07, + 6.491548560916272e-07, + 6.480528895735915e-07, + 6.469260824815137e-07, + 6.457969448092626e-07, + 6.44674571503856e-07, + 6.435589057218749e-07, + 6.424179446185008e-07, + 6.412749371520476e-07, + 6.401244831977237e-07, + 6.389631721503974e-07, + 6.378116381711152e-07, + 6.366700517901336e-07, + 6.355281243486388e-07, + 6.343912559714227e-07, + 6.33263994131994e-07, + 6.321548653431819e-07, + 6.310546041277121e-07, + 6.299487722571939e-07, + 6.288587997005379e-07, + 6.277886654970644e-07, + 6.267387107072864e-07, + 6.256939286686247e-07, + 6.246436328183336e-07, + 6.235983391889022e-07, + 6.225563993211836e-07, + 6.215166195033817e-07, + 6.204667784004414e-07, + 6.194255206537491e-07, + 6.183857976793661e-07, + 6.17335047081724e-07, + 6.162982799651218e-07, + 6.152626497168967e-07, + 6.142288384580752e-07, + 6.13199802046438e-07, + 6.121695719230047e-07, + 6.111434345257294e-07, + 6.101311669226561e-07, + 6.091059958635014e-07, + 6.080865659896517e-07, + 6.070890776754823e-07, + 6.06100911682006e-07, + 6.051314471733349e-07, + 6.041627784725279e-07, + 6.032053647686553e-07, + 6.022488605594845e-07, + 6.012861604176578e-07, + 6.003286898703664e-07, + 5.993622949063138e-07, + 5.984023800920113e-07, + 5.974534929009678e-07, + 5.965030140941963e-07, + 5.955587312200805e-07, + 5.946118335486972e-07, + 5.936516345173004e-07, + 5.92688422784704e-07, + 5.917018484069558e-07, + 5.907217541789578e-07, + 5.897554729017429e-07, + 5.887912948310259e-07, + 5.878342790310853e-07, + 5.868801054020878e-07, + 5.859259886165091e-07, + 5.849764761478582e-07, + 5.840253720634792e-07, + 5.83082908178767e-07, + 5.821432864649978e-07, + 5.812093490931147e-07, + 5.802835971735476e-07, + 5.79358470531588e-07, + 5.78459605549142e-07, + 5.775600016022508e-07, + 5.766622166447632e-07, + 5.757686381002713e-07, + 5.74858518120891e-07, + 5.739520929637365e-07, + 5.730549332838564e-07, + 5.721534535041428e-07, + 5.712611823582847e-07, + 5.703709575755056e-07, + 5.694969900105207e-07, + 5.68633936381957e-07, + 5.677633225786849e-07, + 5.668855465046363e-07, + 5.6601214737384e-07, + 5.651444325849297e-07, + 5.642849600917543e-07, + 5.634414605992788e-07, + 5.626051802209986e-07, + 5.617664555757074e-07, + 5.609359163827321e-07, + 5.601100383501034e-07, + 5.592913225882512e-07, + 5.584785753853794e-07, + 5.576604280577158e-07, + 5.56857060018956e-07, + 5.560579552366107e-07, + 5.552628863370046e-07, + 5.544677605939796e-07, + 5.536676894735137e-07, + 5.528681299438176e-07, + 5.52074880033615e-07, + 5.512920893124829e-07, + 5.505004310180084e-07, + 5.497053052749834e-07, + 5.489084173859737e-07, + 5.48102150332852e-07, + 5.47294803254772e-07, + 5.464990522341395e-07, + 5.457097813632572e-07, + 5.449358013720484e-07, + 5.44160457138787e-07, + 5.433868182080914e-07, + 5.426172720035538e-07, + 5.418398245637945e-07, + 5.41060842351726e-07, + 5.403056206887413e-07, + 5.395639277594455e-07, + 5.38822916951176e-07, + 5.380932179832598e-07, + 5.373718749979162e-07, + 5.366505888559914e-07, + 5.359333954402246e-07, + 5.352039806894027e-07, + 5.344750206859317e-07, + 5.337573156793951e-07, + 5.330409749149112e-07, + 5.323224741005106e-07, + 5.316054512150004e-07, + 5.308881441123958e-07, + 5.301665169099579e-07, + 5.294472202876932e-07, + 5.287337216941523e-07, + 5.280242589833506e-07, + 5.273012106954411e-07, + 5.265922595754091e-07, + 5.258885380499123e-07, + 5.251966967989574e-07, + 5.245026954980858e-07, + 5.238225071479974e-07, + 5.231434556662862e-07, + 5.224614483267942e-07, + 5.217941065893683e-07, + 5.21124093211256e-07, + 5.204455533203145e-07, + 5.197676387069805e-07, + 5.190876777305675e-07, + 5.18416527484078e-07, + 5.177232083042327e-07, + 5.170220447325846e-07, + 5.163212222214497e-07, + 5.156189217814244e-07, + 5.149132107362675e-07, + 5.142221652931767e-07, + 5.135320861882064e-07, + 5.128441102897341e-07, + 5.121476647218515e-07, + 5.114627583679976e-07, + 5.107824563310714e-07, + 5.101081228531257e-07, + 5.094454422760464e-07, + 5.087826480121294e-07, + 5.081315066490788e-07, + 5.074869591226161e-07, + 5.068444011158135e-07, + 5.061992283117434e-07, + 5.05550474372285e-07, + 5.049024025538529e-07, + 5.042633119956008e-07, + 5.036299626226537e-07, + 5.029946237300464e-07, + 5.023680387239438e-07, + 5.017396347284375e-07, + 5.011063421989093e-07, + 5.004830541111005e-07, + 4.998685199097963e-07, + 4.992558615413145e-07, + 4.986472390555718e-07, + 4.980347512173466e-07, + 4.974299372406676e-07, + 4.968367193214362e-07, + 4.96243046654854e-07, + 4.95656593102467e-07, + 4.950670131620427e-07, + 4.944640181747673e-07, + 4.938562483403075e-07, + 4.93259790346201e-07, + 4.926626502310683e-07, + 4.92055903578148e-07, + 4.91455978135491e-07, + 4.9085974751506e-07, + 4.902787509308837e-07, + 4.8969013732858e-07, + 4.890997047368728e-07, + 4.88512796437135e-07, + 4.879266271018423e-07, + 4.873533612226311e-07, + 4.867846428169287e-07, + 4.862321816290205e-07, + 4.856725581703358e-07, + 4.851203243561031e-07, + 4.845734338232432e-07, + 4.840267706640589e-07, + 4.83471296774951e-07, + 4.829154249819112e-07, + 4.823709218726435e-07, + 4.818280103791039e-07, + 4.812838483303494e-07, + 4.807228037861933e-07, + 4.801592581316072e-07, + 4.796100370185741e-07, + 4.790625212081068e-07, + 4.785170517607185e-07, + 4.779614073413541e-07, + 4.774004196406167e-07, + 4.76839204566204e-07, + 4.7628043375880225e-07, + 4.757157796575484e-07, + 4.7514765810774406e-07, + 4.7457646701332123e-07, + 4.7400129687957815e-07, + 4.7343442588498874e-07, + 4.728639737550111e-07, + 4.722823518932273e-07, + 4.7170064476631524e-07, + 4.711262704404362e-07, + 4.7055542040652654e-07, + 4.699906810401444e-07, + 4.694242932146153e-07, + 4.688527610596793e-07, + 4.6829416078253416e-07, + 4.6773664053034736e-07, + 4.6718128032807726e-07, + 4.666406425712921e-07, + 4.661080481582758e-07, + 4.655784096030402e-07, + 4.650521248095174e-07, + 4.6452390733975335e-07, + 4.6399014763665036e-07, + 4.6345618898158136e-07, + 4.629255272448063e-07, + 4.6239949824666837e-07, + 4.618767093234055e-07, + 4.6134559283927956e-07, + 4.608241113146505e-07, + 4.6031186684558634e-07, + 4.5979345486557577e-07, + 4.5926864800094336e-07, + 4.587422210988734e-07, + 4.582188068980031e-07, + 4.576939431899518e-07, + 4.5716961949437973e-07, + 4.566519749005238e-07, + 4.5613910515385214e-07, + 4.5562785544461804e-07, + 4.5512015844906273e-07, + 4.546196237242839e-07, + 4.541263649571192e-07, + 4.5363000822362665e-07, + 4.531368631432997e-07, + 4.526463612819498e-07, + 4.5215602995085646e-07, + 4.51670445045238e-07, + 4.511861106948345e-07, + 4.507036521772534e-07, + 4.50214372449409e-07, + 4.497219094901084e-07, + 4.492252969612309e-07, + 4.4872530224893126e-07, + 4.482234317038092e-07, + 4.4772346541321895e-07, + 4.472157399959542e-07, + 4.4671023147202504e-07, + 4.462127094484458e-07, + 4.457167790405947e-07, + 4.4523355313685897e-07, + 4.447554431408207e-07, + 4.4428713863453595e-07, + 4.4382178998603194e-07, + 4.4336860582916415e-07, + 4.4291371636973054e-07, + 4.4246812080928066e-07, + 4.4202295157447224e-07, + 4.4158491618873086e-07, + 4.4115566311120347e-07, + 4.407221183555521e-07, + 4.402855040552822e-07, + 4.3984852027278976e-07, + 4.393954498027597e-07, + 4.389478078792308e-07, + 4.3849192365996714e-07, + 4.380408427095972e-07, + 4.3758845436059346e-07, + 4.371414945580909e-07, + 4.3669328420037345e-07, + 4.362431980098336e-07, + 4.3578529584920034e-07, + 4.3532304516702425e-07, + 4.3485573542056954e-07, + 4.343838213571871e-07, + 4.3391057147346146e-07, + 4.334314098741743e-07, + 4.329526177571097e-07, + 4.3247061398687947e-07, + 4.3199571564400685e-07, + 4.315195951676287e-07, + 4.31040859893983e-07, + 4.305574634599907e-07, + 4.300776197396772e-07, + 4.296057340980042e-07, + 4.291497361919028e-07, + 4.2869314142990333e-07, + 4.2823481294362864e-07, + 4.277841867406096e-07, + 4.273285867384402e-07, + 4.268752888947347e-07, + 4.2642241737667064e-07, + 4.259659363015089e-07, + 4.255086878401926e-07, + 4.250580332154641e-07, + 4.246055027579132e-07, + 4.241531712523283e-07, + 4.2369609332126856e-07, + 4.23241800717733e-07, + 4.22785433329409e-07, + 4.2233165231664316e-07, + 4.2188372617602e-07, + 4.2144432654822594e-07, + 4.210154713746306e-07, + 4.205873551654804e-07, + 4.201648096113786e-07, + 4.1975263798121887e-07, + 4.1934103478524776e-07, + 4.1893156321748393e-07, + 4.185254454114329e-07, + 4.181296731076145e-07, + 4.177284722572949e-07, + 4.1732121758286667e-07, + 4.1691194496706885e-07, + 4.164983522514376e-07, + 4.160794446761429e-07, + 4.1565948549759923e-07, + 4.152397252710216e-07, + 4.148170091866632e-07, + 4.143934688727313e-07, + 4.1396395999981905e-07, + 4.135305289310054e-07, + 4.1309675680167857e-07, + 4.126605119836313e-07, + 4.1222548929908953e-07, + 4.11787510756767e-07, + 4.113481679723918e-07, + 4.109143105779367e-07, + 4.1048264165510773e-07, + 4.100513706362108e-07, + 4.096208101600496e-07, + 4.091935181804729e-07, + 4.08765487236451e-07, + 4.083374562924291e-07, + 4.079140580870444e-07, + 4.0749037566456536e-07, + 4.070647889875545e-07, + 4.0664821199243306e-07, + 4.0623547192808473e-07, + 4.058322531363956e-07, + 4.054315922985552e-07, + 4.0503013565285073e-07, + 4.0463334016749286e-07, + 4.042401826609421e-07, + 4.0384961152994947e-07, + 4.0346705532101623e-07, + 4.0308128745891736e-07, + 4.0269961232297646e-07, + 4.0232211517832184e-07, + 4.019518087261531e-07, + 4.01586760290229e-07, + 4.012223655536218e-07, + 4.008563223578676e-07, + 4.005015341590479e-07, + 4.0014657542997156e-07, + 3.997887461082428e-07, + 3.9942835883266525e-07, + 3.990683126176009e-07, + 3.987116201642493e-07, + 3.9835632037465984e-07, + 3.9800147533242125e-07, + 3.976422817686398e-07, + 3.9728541878503165e-07, + 3.9691926190243976e-07, + 3.965533039718139e-07, + 3.961854133649467e-07, + 3.9581368582730647e-07, + 3.954497174163407e-07, + 3.9508182680947357e-07, + 3.9471490254072705e-07, + 3.9434584664377326e-07, + 3.939779560369061e-07, + 3.936143855298724e-07, + 3.932470349354844e-07, + 3.9288258335545834e-07, + 3.9251924022210005e-07, + 3.9215541391968145e-07, + 3.9179306554615323e-07, + 3.9143307617450773e-07, + 3.9106851090764394e-07, + 3.907029793026595e-07, + 3.9033861298776173e-07, + 3.899751277458563e-07, + 3.8961192672104517e-07, + 3.892522499882034e-07, + 3.888863489009964e-07, + 3.885211299348157e-07, + 3.8815687730675563e-07, + 3.8778912880843563e-07, + 3.874220908528514e-07, + 3.870511591230752e-07, + 3.8668224533466855e-07, + 3.8631188203908096e-07, + 3.859398702843464e-07, + 3.855699901578191e-07, + 3.852009911042842e-07, + 3.848291498798062e-07, + 3.84453329616008e-07, + 3.8407853253374924e-07, + 3.8370572497115063e-07, + 3.8333013208102784e-07, + 3.829561592283426e-07, + 3.825789747224917e-07, + 3.822013354692899e-07, + 3.818280731593404e-07, + 3.8145148550938757e-07, + 3.8107728528302687e-07, + 3.807029997915379e-07, + 3.8032885640859604e-07, + 3.7995641832822e-07, + 3.7958579923724756e-07, + 3.792166864968749e-07, + 3.788490232636832e-07, + 3.7848869283152453e-07, + 3.7812779396517726e-07, + 3.777672077376337e-07, + 3.774094352593238e-07, + 3.7705203226323647e-07, + 3.7669789776373364e-07, + 3.7634652017004555e-07, + 3.76005345970043e-07, + 3.756667581455986e-07, + 3.7532282703978126e-07, + 3.749813117792655e-07, + 3.7464377555807005e-07, + 3.7430399402182957e-07, + 3.7396341667772504e-07, + 3.7362053717515664e-07, + 3.7328166513361793e-07, + 3.7294103094609454e-07, + 3.7260448948472913e-07, + 3.7226647009447333e-07, + 3.719259780154971e-07, + 3.7158679333515465e-07, + 3.712446812187409e-07, + 3.708982490024937e-07, + 3.705555684518913e-07, + 3.702067203903425e-07, + 3.6986432405683445e-07, + 3.6952368986931106e-07, + 3.6918405044161773e-07, + 3.688433594106755e-07, + 3.685043168388802e-07, + 3.681694806800806e-07, + 3.6783021073460986e-07, + 3.6748909337802615e-07, + 3.6715127293973637e-07, + 3.6680987136605836e-07, + 3.664683276838332e-07, + 3.6612905773836246e-07, + 3.657933120848611e-07, + 3.6545625903272594e-07, + 3.651175290997344e-07, + 3.647825224106782e-07, + 3.644474020347843e-07, + 3.6411304904504505e-07, + 3.6377633705342305e-07, + 3.6344562204249087e-07, + 3.6311712392489426e-07, + 3.627928890637122e-07, + 3.6246976264919795e-07, + 3.621521784680226e-07, + 3.618383743742015e-07, + 3.615233481468749e-07, + 3.612084071846766e-07, + 3.60897672635474e-07, + 3.6058690966456197e-07, + 3.6027674354954797e-07, + 3.59964928975387e-07, + 3.596557007767842e-07, + 3.593458757222834e-07, + 3.5903670436709945e-07, + 3.587282719763607e-07, + 3.5841938483827107e-07, + 3.581068028779555e-07, + 3.577920892894326e-07, + 3.5747567039834394e-07, + 3.5715953572434955e-07, + 3.5684047361428384e-07, + 3.5652220731208217e-07, + 3.5620502103483886e-07, + 3.558888863608445e-07, + 3.5557567912292143e-07, + 3.552645466697868e-07, + 3.549552332060557e-07, + 3.546446691871097e-07, + 3.54336833652269e-07, + 3.5402561593400605e-07, + 3.537154782407015e-07, + 3.534066479460307e-07, + 3.530971071086242e-07, + 3.527937906255829e-07, + 3.524891383221984e-07, + 3.5219042615608487e-07, + 3.518939593050163e-07, + 3.515997377689928e-07, + 3.5130290143570164e-07, + 3.510047577037767e-07, + 3.507063865981763e-07, + 3.504084418182174e-07, + 3.501136234262958e-07, + 3.498189471429214e-07, + 3.495259193186939e-07, + 3.4923309044643247e-07, + 3.489434163839178e-07, + 3.4865760767388565e-07, + 3.483717136987252e-07, + 3.48082465961852e-07, + 3.4778869917317934e-07, + 3.474936249858729e-07, + 3.4719690233941947e-07, + 3.4690614825194643e-07, + 3.466145699348999e-07, + 3.4632137158041587e-07, + 3.4602803111738467e-07, + 3.4573653806546645e-07, + 3.4544376603662386e-07, + 3.451495445006003e-07, + 3.448510597081622e-07, + 3.4455328545845987e-07, + 3.442548575094406e-07, + 3.439564579821308e-07, + 3.4366325962764677e-07, + 3.433698623211967e-07, + 3.430766923884221e-07, + 3.4277996974196867e-07, + 3.4248697033945064e-07, + 3.4219533517898526e-07, + 3.419063432374969e-07, + 3.416192555505404e-07, + 3.4133447002204775e-07, + 3.4104914448107593e-07, + 3.407660642551491e-07, + 3.4048360930682975e-07, + 3.4020305861304223e-07, + 3.399216552679718e-07, + 3.39639171897943e-07, + 3.393564043108199e-07, + 3.390754557131004e-07, + 3.3879385341606394e-07, + 3.385109437203937e-07, + 3.38229455110195e-07, + 3.3794609066717385e-07, + 3.3766329465834133e-07, + 3.37380839710022e-07, + 3.370960257598199e-07, + 3.368164129824436e-07, + 3.365389034115651e-07, + 3.362623601788073e-07, + 3.359854758855363e-07, + 3.3571015478628397e-07, + 3.3543801691848785e-07, + 3.3516553799017856e-07, + 3.3489405382169934e-07, + 3.3462231385783525e-07, + 3.343575372127816e-07, + 3.3409256161576195e-07, + 3.338265628372028e-07, + 3.3356158724018314e-07, + 3.332948494971788e-07, + 3.330263780298992e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.007200122345238924, + 0.00913669541478157, + 0.016748487949371338, + -0.0212984811514616, + -0.0053594172932207584, + -0.002523923758417368, + -0.0014712036354467273, + -0.0009272814495489001, + -0.0005997306434437633, + -0.00039285377715714276, + -0.00025010440731421113, + -0.00015163245552685112, + -8.048213203437626e-05, + -2.5179344447678886e-05, + 1.8709122741711326e-05, + 5.3480081987800077e-05, + 8.09031625976786e-05, + 0.0001020052659441717, + 0.00011869821173604578, + 0.00013183167902752757, + 0.0001423654321115464, + 0.00015062808233778924, + 0.00015716321649961174, + 0.0001623083371669054, + 0.00016644265269860625, + 0.00016965708346106112, + 0.00017223482427652925, + 0.0001742068270687014, + 0.00017570485942997038, + 0.0001768653601175174, + 0.00017770864360500127, + 0.0001783046027412638, + 0.00017867336282506585, + 0.00017885507259052247, + 0.0001788449299056083, + 0.00017865674453787506, + 0.00017828999261837453, + 0.0001777625293470919, + 0.00017709123494569212, + 0.00017630432557780296, + 0.00017544126603752375, + 0.0001745416084304452, + 0.00017356398166157305, + 0.0001725754700601101, + 0.0001715380494715646, + 0.00017043457773979753, + 0.00016931223217397928, + 0.00016814228729344904, + 0.0001669384801061824, + 0.00016571175365243107, + 0.00016444250650238246, + 0.00016313888772856444, + 0.0001617627713130787, + 0.00016037658497225493, + 0.0001589115709066391, + 0.00015744558186270297, + 0.0001559408410685137, + 0.00015441281720995903, + 0.00015291252930182964, + 0.0001513844617875293, + 0.00014988567272666842, + 0.00014838551578577608, + 0.0001468993432354182, + 0.00014543936413247138, + 0.00014401467342395335, + 0.00014262321928981692, + 0.000141212745802477, + 0.0001398621388943866, + 0.00013854014105163515, + 0.00013723586744163185, + 0.00013597472570836544, + 0.0001347352663287893, + 0.00013351590314414352, + 0.00013232392666395754, + 0.0001311624946538359, + 0.00013005051005166024, + 0.00012896703265141696, + 0.0001279123971471563, + 0.00012686515401583165, + 0.00012584528303705156, + 0.00012484598846640438, + 0.00012385293666739017, + 0.00012289555161260068, + 0.0001219730984303169, + 0.00012107055226806551, + 0.00012020742724416777, + 0.00011937655654037371, + 0.0001185581277240999, + 0.00011774926679208875, + 0.00011696742876665667, + 0.00011620031000347808, + 0.00011544495646376163, + 0.00011470297613414004, + 0.00011397770867915824, + 0.00011326563253533095, + 0.00011257348523940891, + 0.00011188399366801605, + 0.00011120882845716551, + 0.00011053382331738248, + 0.00010987247515004128, + 0.0001092063685064204, + 0.00010855004074983299, + 0.00010791107342811301, + 0.0001072619270416908, + 0.00010663281864253804, + 0.00010601882968330756, + 0.00010541226220084354, + 0.0001048134799930267, + 0.00010421736078569666, + 0.00010362912871642038, + 0.0001030539206112735, + 0.00010248641774524003, + 0.00010191531328018755, + 0.00010134572221431881, + 0.00010078431660076603, + 0.0001002252975013107, + 9.96847593341954e-05, + 9.915128612192348e-05, + 9.863017476163805e-05, + 9.810543997446075e-05, + 9.7585805633571e-05, + 9.70738401520066e-05, + 9.656650945544243e-05, + 9.606064122635871e-05, + 9.554783900966868e-05, + 9.504918853053823e-05, + 9.454923565499485e-05, + 9.40480749704875e-05, + 9.35581701924093e-05, + 9.307222353527322e-05, + 9.258501086151227e-05, + 9.209201380144805e-05, + 9.160207264358178e-05, + 9.112222323892638e-05, + 9.06523855519481e-05, + 9.019435674417764e-05, + 8.973912190413103e-05, + 8.928854367695749e-05, + 8.884253475116566e-05, + 8.840099326334894e-05, + 8.797040209174156e-05, + 8.754682494327426e-05, + 8.712846465641633e-05, + 8.671878458699211e-05, + 8.631194214103743e-05, + 8.59072242747061e-05, + 8.550512575311586e-05, + 8.509887993568555e-05, + 8.468376472592354e-05, + 8.42702211230062e-05, + 8.385802357224748e-05, + 8.3455081039574e-05, + 8.305592928081751e-05, + 8.266380609711632e-05, + 8.226923819165677e-05, + 8.187611820176244e-05, + 8.148235792759806e-05, + 8.109080226859078e-05, + 8.070794137893245e-05, + 8.033347694436088e-05, + 7.996317435754463e-05, + 7.959880895214155e-05, + 7.92417413322255e-05, + 7.888713298598304e-05, + 7.85393567639403e-05, + 7.818725862307474e-05, + 7.78388639446348e-05, + 7.749407086521387e-05, + 7.71589984651655e-05, + 7.682674913667142e-05, + 7.649826147826388e-05, + 7.61708288337104e-05, + 7.58458481868729e-05, + 7.552315219072625e-05, + 7.520856888731942e-05, + 7.489697600249201e-05, + 7.45882498449646e-05, + 7.428183744195849e-05, + 7.397671288345009e-05, + 7.367604121100157e-05, + 7.337743591051549e-05, + 7.307979831239209e-05, + 7.278167322510853e-05, + 7.24888377590105e-05, + 7.220378756755963e-05, + 7.19241943443194e-05, + 7.164687849581242e-05, + 7.137290958780795e-05, + 7.109888247214258e-05, + 7.082630327204242e-05, + 7.056001049932092e-05, + 7.029924017842859e-05, + 7.004206418059766e-05, + 6.979009776841849e-05, + 6.954222044441849e-05, + 6.929683877388015e-05, + 6.905660120537505e-05, + 6.881607987452298e-05, + 6.857715925434604e-05, + 6.834001396782696e-05, + 6.810615013819188e-05, + 6.787279562558979e-05, + 6.763979763491079e-05, + 6.74094189889729e-05, + 6.717940414091572e-05, + 6.695160118397325e-05, + 6.672758900094777e-05, + 6.65061961626634e-05, + 6.628531991736963e-05, + 6.606760871363804e-05, + 6.585258961422369e-05, + 6.563612259924412e-05, + 6.542105984408408e-05, + 6.520661554532126e-05, + 6.499314622487873e-05, + 6.477992428699508e-05, + 6.457029667217284e-05, + 6.436438707169145e-05, + 6.415820826077834e-05, + 6.395364471245557e-05, + 6.37509292573668e-05, + 6.35461910860613e-05, + 6.33418167126365e-05, + 6.313663470791653e-05, + 6.293343176366761e-05, + 6.27322297077626e-05, + 6.253437459236011e-05, + 6.23405139776878e-05, + 6.215103348949924e-05, + 6.19637212366797e-05, + 6.177612522151321e-05, + 6.158826727187261e-05, + 6.140130426501855e-05, + 6.121687329141423e-05, + 6.1034232203383e-05, + 6.085141285439022e-05, + 6.067130743758753e-05, + 6.0491769545478746e-05, + 6.0313093854347244e-05, + 6.0133665101602674e-05, + 5.9954134485451505e-05, + 5.9775204135803506e-05, + 5.959502959740348e-05, + 5.941353811067529e-05, + 5.9232552303001285e-05, + 5.9053010772913694e-05, + 5.8875943068414927e-05, + 5.86993592150975e-05, + 5.852457616128959e-05, + 5.834902549395338e-05, + 5.817531928187236e-05, + 5.8002828154712915e-05, + 5.783218875876628e-05, + 5.766425601905212e-05, + 5.749829870183021e-05, + 5.7333611039211974e-05, + 5.716844680137001e-05, + 5.7006196584552526e-05, + 5.684353891410865e-05, + 5.668256926583126e-05, + 5.65235095564276e-05, + 5.636446803691797e-05, + 5.620554293273017e-05, + 5.604785110335797e-05, + 5.589093052549288e-05, + 5.573561793426052e-05, + 5.5580821936018765e-05, + 5.542659346247092e-05, + 5.527404209715314e-05, + 5.5121865443652496e-05, + 5.497390156961046e-05, + 5.482601045514457e-05, + 5.468036761158146e-05, + 5.453566700452939e-05, + 5.439162123366259e-05, + 5.424792834674008e-05, + 5.410518861026503e-05, + 5.396362394094467e-05, + 5.382312156143598e-05, + 5.3682302677771077e-05, + 5.354200766305439e-05, + 5.3402502089738846e-05, + 5.326358223101124e-05, + 5.312304347171448e-05, + 5.2983024943387136e-05, + 5.284453436615877e-05, + 5.270581095828675e-05, + 5.2568928367691115e-05, + 5.2434581448324025e-05, + 5.230314491200261e-05, + 5.217322541284375e-05, + 5.2046289056306705e-05, + 5.192007665755227e-05, + 5.179647996556014e-05, + 5.16750878887251e-05, + 5.155490725883283e-05, + 5.143534508533776e-05, + 5.1316877943463624e-05, + 5.11986727360636e-05, + 5.108086406835355e-05, + 5.0964084948645905e-05, + 5.084725489723496e-05, + 5.073038846603595e-05, + 5.061428964836523e-05, + 5.049809624324553e-05, + 5.0381466280668974e-05, + 5.026466533308849e-05, + 5.014851922169328e-05, + 5.0032300350721925e-05, + 4.991776222595945e-05, + 4.9804635636974126e-05, + 4.96916618430987e-05, + 4.957951750839129e-05, + 4.946785338688642e-05, + 4.935710603604093e-05, + 4.92466933792457e-05, + 4.9135756853502244e-05, + 4.902521686744876e-05, + 4.891469870926812e-05, + 4.880435153609142e-05, + 4.8695386794861406e-05, + 4.8584734031464905e-05, + 4.847596210311167e-05, + 4.8367877752752975e-05, + 4.826012809644453e-05, + 4.8152745875995606e-05, + 4.804582567885518e-05, + 4.793900370714255e-05, + 4.7834080760367215e-05, + 4.772734973812476e-05, + 4.7620513214496896e-05, + 4.7513211029581726e-05, + 4.740698932437226e-05, + 4.73009240522515e-05, + 4.7195400838973e-05, + 4.709056520368904e-05, + 4.698516568168998e-05, + 4.6879118599463254e-05, + 4.677279503084719e-05, + 4.6667428250657395e-05, + 4.6563029172830284e-05, + 4.6457527787424624e-05, + 4.6353612560778856e-05, + 4.6250890591181815e-05, + 4.6151180868037045e-05, + 4.605185677064583e-05, + 4.595265272655524e-05, + 4.585348142427392e-05, + 4.575521234073676e-05, + 4.5657561713596806e-05, + 4.556226122076623e-05, + 4.546681884676218e-05, + 4.537212225841358e-05, + 4.527669079834595e-05, + 4.518130299402401e-05, + 4.508658457780257e-05, + 4.499084025155753e-05, + 4.4894062739331275e-05, + 4.479869676288217e-05, + 4.4705964683089405e-05, + 4.46154190285597e-05, + 4.452602661331184e-05, + 4.44360266556032e-05, + 4.434709626366384e-05, + 4.4259242713451385e-05, + 4.4171818444738165e-05, + 4.408431050251238e-05, + 4.399678437039256e-05, + 4.3911804823437706e-05, + 4.382682527648285e-05, + 4.3742445996031165e-05, + 4.365958375274204e-05, + 4.357677244115621e-05, + 4.349135997472331e-05, + 4.340675150160678e-05, + 4.332215030444786e-05, + 4.323787652538158e-05, + 4.315414480515756e-05, + 4.3069572711829096e-05, + 4.2985400796169415e-05, + 4.2903953726636246e-05, + 4.282474037609063e-05, + 4.2746880353661254e-05, + 4.2669485992519185e-05, + 4.259186971466988e-05, + 4.251629070495255e-05, + 4.2441770347068086e-05, + 4.236842505633831e-05, + 4.2294541344745085e-05, + 4.2222363845212385e-05, + 4.2150724766543135e-05, + 4.2080413550138474e-05, + 4.200971307000145e-05, + 4.193854329059832e-05, + 4.186475416645408e-05, + 4.1790579416556284e-05, + 4.171624095761217e-05, + 4.164299389231019e-05, + 4.157003422733396e-05, + 4.1496579797239974e-05, + 4.142337274970487e-05, + 4.134945265832357e-05, + 4.12751869589556e-05, + 4.120224912185222e-05, + 4.112853639526293e-05, + 4.105556581635028e-05, + 4.0983584767673165e-05, + 4.0913084376370534e-05, + 4.0843231545295566e-05, + 4.077489938936196e-05, + 4.0706145227886736e-05, + 4.063755113747902e-05, + 4.056881516589783e-05, + 4.0501174225937575e-05, + 4.0433638787362725e-05, + 4.0366114262724295e-05, + 4.029705451102927e-05, + 4.0227863792097196e-05, + 4.015908416477032e-05, + 4.0090715629048645e-05, + 4.002078276243992e-05, + 3.995071892859414e-05, + 3.988019307143986e-05, + 3.980899418820627e-05, + 3.973838465753943e-05, + 3.966840449720621e-05, + 3.959839523304254e-05, + 3.9528687921119854e-05, + 3.945956632378511e-05, + 3.939154339605011e-05, + 3.932406616513617e-05, + 3.925623605027795e-05, + 3.918937363778241e-05, + 3.912372631020844e-05, + 3.9059323171386495e-05, + 3.8995229260763153e-05, + 3.893079701811075e-05, + 3.886666308972053e-05, + 3.88027292501647e-05, + 3.873892637784593e-05, + 3.8674497773172334e-05, + 3.861059303744696e-05, + 3.854678652714938e-05, + 3.8482306990772486e-05, + 3.841867146547884e-05, + 3.8355105061782524e-05, + 3.829164779745042e-05, + 3.822847065748647e-05, + 3.816522075794637e-05, + 3.8102210965007544e-05, + 3.804004882113077e-05, + 3.7977108149789274e-05, + 3.791451672441326e-05, + 3.785326407523826e-05, + 3.779258258873597e-05, + 3.77330397896003e-05, + 3.767354428418912e-05, + 3.7614732718793675e-05, + 3.7555979361059144e-05, + 3.7496847653528675e-05, + 3.743803608813323e-05, + 3.73786679119803e-05, + 3.7319696275517344e-05, + 3.72613976651337e-05, + 3.7202997191343457e-05, + 3.7144967791391537e-05, + 3.7086778320372105e-05, + 3.702776666614227e-05, + 3.696857675095089e-05, + 3.69079461961519e-05, + 3.684771218104288e-05, + 3.67883185390383e-05, + 3.672905222629197e-05, + 3.667022247100249e-05, + 3.661155642475933e-05, + 3.6552894016494974e-05, + 3.649452264653519e-05, + 3.643605305114761e-05, + 3.637810732470825e-05, + 3.632033258327283e-05, + 3.626290344982408e-05, + 3.620596544351429e-05, + 3.614907109295018e-05, + 3.609378472901881e-05, + 3.6038447433384135e-05, + 3.598323746700771e-05, + 3.592827852116898e-05, + 3.587229366530664e-05, + 3.581653436413035e-05, + 3.576134622562677e-05, + 3.5705881600733846e-05, + 3.5650980862556025e-05, + 3.559620745363645e-05, + 3.5542441764846444e-05, + 3.5489341826178133e-05, + 3.543577258824371e-05, + 3.538175587891601e-05, + 3.532800838002004e-05, + 3.527460648911074e-05, + 3.5221710277255625e-05, + 3.5169785405742005e-05, + 3.511830800562166e-05, + 3.506668872432783e-05, + 3.501556420815177e-05, + 3.496472709230147e-05, + 3.491433017188683e-05, + 3.4864289773395285e-05, + 3.481391831883229e-05, + 3.476444908301346e-05, + 3.4715245419647545e-05, + 3.4666285500861704e-05, + 3.4617325582075864e-05, + 3.456806007307023e-05, + 3.4518827305873856e-05, + 3.446997288847342e-05, + 3.442176239332184e-05, + 3.437300256337039e-05, + 3.432402081671171e-05, + 3.427493356866762e-05, + 3.422527515795082e-05, + 3.417554762563668e-05, + 3.412652949918993e-05, + 3.407790791243315e-05, + 3.403022128622979e-05, + 3.398245098651387e-05, + 3.3934782550204545e-05, + 3.388736513443291e-05, + 3.383945659152232e-05, + 3.379146073712036e-05, + 3.3744920074241236e-05, + 3.369921614648774e-05, + 3.365355223650113e-05, + 3.360857954248786e-05, + 3.35641234414652e-05, + 3.351965642650612e-05, + 3.3475451346021146e-05, + 3.343049684190191e-05, + 3.3385564165655524e-05, + 3.334132270538248e-05, + 3.3297161280643195e-05, + 3.325287252664566e-05, + 3.320866380818188e-05, + 3.3164440537802875e-05, + 3.311994078103453e-05, + 3.307558654341847e-05, + 3.3031596103683114e-05, + 3.2987849408527836e-05, + 3.294326234026812e-05, + 3.28995447489433e-05, + 3.28561472997535e-05, + 3.281347744632512e-05, + 3.277067298768088e-05, + 3.2728716178098693e-05, + 3.268683940405026e-05, + 3.264477345510386e-05, + 3.2603613362880424e-05, + 3.256228592363186e-05, + 3.2520427339477465e-05, + 3.247860513511114e-05, + 3.2436655601486564e-05, + 3.2395248126704246e-05, + 3.2352469133911654e-05, + 3.2309213565895334e-05, + 3.226597254979424e-05, + 3.222264422220178e-05, + 3.217909761588089e-05, + 3.213646050426178e-05, + 3.209387432434596e-05, + 3.2051415473688394e-05, + 3.200843639206141e-05, + 3.1966166716301814e-05, + 3.192418807884678e-05, + 3.188256960129365e-05, + 3.184167144354433e-05, + 3.180076237185858e-05, + 3.1760566344019026e-05, + 3.1720777769805863e-05, + 3.168111288687214e-05, + 3.16412842948921e-05, + 3.160123742418364e-05, + 3.156123057124205e-05, + 3.152177669107914e-05, + 3.148267569486052e-05, + 3.1443451007362455e-05, + 3.1404761102749035e-05, + 3.136595478281379e-05, + 3.1326853786595166e-05, + 3.128837124677375e-05, + 3.125042712781578e-05, + 3.121259214822203e-05, + 3.117500455118716e-05, + 3.1137180485529825e-05, + 3.109982571913861e-05, + 3.106318763457239e-05, + 3.10265168081969e-05, + 3.099028981523588e-05, + 3.09538772853557e-05, + 3.0916635296307504e-05, + 3.0879094992997125e-05, + 3.084224590566009e-05, + 3.080536043853499e-05, + 3.076787470490672e-05, + 3.073080733884126e-05, + 3.069396916544065e-05, + 3.065807686652988e-05, + 3.0621715268353e-05, + 3.0585233616875485e-05, + 3.0548970244126394e-05, + 3.0512752346112393e-05, + 3.0477327527478337e-05, + 3.0442186471191235e-05, + 3.040804404008668e-05, + 3.0373457775567658e-05, + 3.0339331715367734e-05, + 3.0305534892249852e-05, + 3.0271754440036602e-05, + 3.0237421015044674e-05, + 3.0203065762179904e-05, + 3.0169409001246095e-05, + 3.0135848646750674e-05, + 3.01022100757109e-05, + 3.0067532861721702e-05, + 3.00326992146438e-05, + 2.999874959641602e-05, + 2.9964905479573645e-05, + 2.9931183235021308e-05, + 2.9896831620135345e-05, + 2.986215076816734e-05, + 2.9827449907315895e-05, + 2.979290184157435e-05, + 2.9757991796941496e-05, + 2.9722865292569622e-05, + 2.9687551432289183e-05, + 2.9651988370460458e-05, + 2.961693644465413e-05, + 2.9581660783151165e-05, + 2.9545690267696045e-05, + 2.9509714295272715e-05, + 2.947419125121087e-05, + 2.9438890123856254e-05, + 2.9403961889329366e-05, + 2.9368935429374687e-05, + 2.933358700829558e-05, + 2.929903712356463e-05, + 2.926455272245221e-05, + 2.9230201107566245e-05, + 2.919675716839265e-05, + 2.9163813451305032e-05, + 2.913105345214717e-05, + 2.909849899879191e-05, + 2.9065824492136016e-05, + 2.903280437749345e-05, + 2.8999769710935652e-05, + 2.8966938771191053e-05, + 2.8934391593793407e-05, + 2.890204450523015e-05, + 2.88691862806445e-05, + 2.8836922865593806e-05, + 2.8805230613215826e-05, + 2.8773152735084295e-05, + 2.874067831726279e-05, + 2.8708103855024092e-05, + 2.8675711291725747e-05, + 2.8643227778957225e-05, + 2.861078428395558e-05, + 2.8578748242580332e-05, + 2.8547010515467264e-05, + 2.8515369194792584e-05, + 2.8483947971835732e-05, + 2.8452968763303943e-05, + 2.8422437026165426e-05, + 2.8391712476150133e-05, + 2.8361186195979826e-05, + 2.8330827262834646e-05, + 2.830047560564708e-05, + 2.827042044373229e-05, + 2.824043986038305e-05, + 2.8210570235387422e-05, + 2.8180280423839577e-05, + 2.8149792342446744e-05, + 2.8119044145569205e-05, + 2.808809222187847e-05, + 2.8057023882865906e-05, + 2.8026070140185766e-05, + 2.7994634365313686e-05, + 2.7963336833636276e-05, + 2.7932530429097824e-05, + 2.790182043099776e-05, + 2.7871896236320026e-05, + 2.784228854579851e-05, + 2.7813290216727182e-05, + 2.7784475605585612e-05, + 2.7756412237067707e-05, + 2.7728241548174992e-05, + 2.7700643840944394e-05, + 2.767307341855485e-05, + 2.7645943191600963e-05, + 2.761935866146814e-05, + 2.7592510377871804e-05, + 2.756546928139869e-05, + 2.753840271907393e-05, + 2.7510341169545427e-05, + 2.7482614314067177e-05, + 2.7454374503577128e-05, + 2.742643300734926e-05, + 2.739840783760883e-05, + 2.7370719180908054e-05, + 2.7342955945641734e-05, + 2.7315076295053586e-05, + 2.728670915530529e-05, + 2.7258070986135863e-05, + 2.7229119950789027e-05, + 2.719988151511643e-05, + 2.717055940593127e-05, + 2.7140868041897193e-05, + 2.711120578169357e-05, + 2.708133979467675e-05, + 2.7051917641074397e-05, + 2.7022415451938286e-05, + 2.699275137274526e-05, + 2.696279807423707e-05, + 2.6933063054457307e-05, + 2.69038191618165e-05, + 2.6875559342443012e-05, + 2.6847264962270856e-05, + 2.6818861442734487e-05, + 2.6790932679432444e-05, + 2.6762698325910605e-05, + 2.6734602215583436e-05, + 2.6706531571107917e-05, + 2.6678239009925164e-05, + 2.6649897336028516e-05, + 2.662196675373707e-05, + 2.6593919756123796e-05, + 2.6565883672446944e-05, + 2.6537552912486717e-05, + 2.6509393137530424e-05, + 2.648110421432648e-05, + 2.6452975362190045e-05, + 2.6425206669955514e-05, + 2.639796548464801e-05, + 2.637138095451519e-05, + 2.634484008012805e-05, + 2.631864663271699e-05, + 2.629309346957598e-05, + 2.6267576686223038e-05, + 2.6242187232128344e-05, + 2.6217005142825656e-05, + 2.619246515678242e-05, + 2.6167592295678332e-05, + 2.614234108477831e-05, + 2.611696436360944e-05, + 2.609132025099825e-05, + 2.6065343263326213e-05, + 2.603930261102505e-05, + 2.601327287266031e-05, + 2.5987057597376406e-05, + 2.5960791390389204e-05, + 2.5934155928553082e-05, + 2.5907276722136885e-05, + 2.5880375687847845e-05, + 2.5853321858448908e-05, + 2.5826340788626112e-05, + 2.5799177819862962e-05, + 2.577192753960844e-05, + 2.5745017410372384e-05, + 2.571824188635219e-05, + 2.5691493647173047e-05, + 2.566478906373959e-05, + 2.5638284569140524e-05, + 2.561173459980637e-05, + 2.5585184630472213e-05, + 2.5558920242474414e-05, + 2.5532639483571984e-05, + 2.5506236852379516e-05, + 2.548039446992334e-05, + 2.5454792194068432e-05, + 2.542977745179087e-05, + 2.5404920961591415e-05, + 2.5380013539688662e-05, + 2.5355397156090476e-05, + 2.5331002689199522e-05, + 2.5306770112365484e-05, + 2.528303230064921e-05, + 2.5259099857066758e-05, + 2.5235418434021994e-05, + 2.5211995307472534e-05, + 2.5189019652316347e-05, + 2.5166369596263394e-05, + 2.514375591999851e-05, + 2.512104038032703e-05, + 2.5099025151575916e-05, + 2.507699900888838e-05, + 2.505479278624989e-05, + 2.5032428311533295e-05, + 2.501008566468954e-05, + 2.4987948563648388e-05, + 2.4965898774098605e-05, + 2.494387445040047e-05, + 2.4921580916270614e-05, + 2.489943290129304e-05, + 2.4876706447685137e-05, + 2.4853994545992464e-05, + 2.4831162590999156e-05, + 2.480809052940458e-05, + 2.4785496862023138e-05, + 2.4762661269051023e-05, + 2.473988388373982e-05, + 2.471697371220216e-05, + 2.469413993821945e-05, + 2.4671569917700253e-05, + 2.4648768885526806e-05, + 2.46261424763361e-05, + 2.460358700773213e-05, + 2.45810006163083e-05, + 2.455850517435465e-05, + 2.4536155251553282e-05, + 2.451352156640496e-05, + 2.4490829673595726e-05, + 2.446820872137323e-05, + 2.444564233883284e-05, + 2.442309050820768e-05, + 2.440076059428975e-05, + 2.4378043235628866e-05, + 2.435536589473486e-05, + 2.4332746761501767e-05, + 2.430991480650846e-05, + 2.4287124688271433e-05, + 2.4264090825454332e-05, + 2.424118429189548e-05, + 2.4218184989877045e-05, + 2.419508200546261e-05, + 2.4172113626264036e-05, + 2.414919617876876e-05, + 2.4126104108290747e-05, + 2.4102766474243253e-05, + 2.4079492504824884e-05, + 2.405633858870715e-05, + 2.4033011868596077e-05, + 2.4009787011891603e-05, + 2.398636206635274e-05, + 2.396290801698342e-05, + 2.3939724997035228e-05, + 2.3916336431284435e-05, + 2.3893097022664733e-05, + 2.3869850338087417e-05, + 2.3846610929467715e-05, + 2.382347702223342e-05, + 2.3800455892342143e-05, + 2.377752934989985e-05, + 2.3754691937938333e-05, + 2.3732307454338297e-05, + 2.37098920479184e-05, + 2.3687491193413734e-05, + 2.366526678088121e-05, + 2.364306419622153e-05, + 2.3621063519385643e-05, + 2.3599232008564286e-05, + 2.357803714403417e-05, + 2.3557002350571565e-05, + 2.3535636501037516e-05, + 2.3514419808634557e-05, + 2.3493448679801077e-05, + 2.347234112676233e-05, + 2.345118082303088e-05, + 2.3429876819136553e-05, + 2.3408820197801106e-05, + 2.3387654437101446e-05, + 2.336674151592888e-05, + 2.3345741283264942e-05, + 2.33245846175123e-05, + 2.330350980628282e-05, + 2.328225309611298e-05, + 2.3260723537532613e-05, + 2.32394286285853e-05, + 2.3217749912873842e-05, + 2.3196471374831162e-05, + 2.31753037951421e-05, + 2.3154198061092757e-05, + 2.3133026843424886e-05, + 2.311195567017421e-05, + 2.3091146431397647e-05, + 2.3070062525221147e-05, + 2.3048860384733416e-05, + 2.3027863790048286e-05, + 2.3006647097645327e-05, + 2.2985419491305947e-05, + 2.2964333766140044e-05, + 2.2943466319702566e-05, + 2.2922515199752524e-05, + 2.2901462216395885e-05, + 2.28806420636829e-05, + 2.2859809178044088e-05, + 2.2839027224108577e-05, + 2.2818097932031378e-05, + 2.2797539713792503e-05, + 2.27771215577377e-05, + 2.275696533615701e-05, + 2.273688187415246e-05, + 2.2717138563166372e-05, + 2.2697629901813343e-05, + 2.2678044842905365e-05, + 2.2658465240965597e-05, + 2.2639149392489344e-05, + 2.2619831725023687e-05, + 2.2600548618356697e-05, + 2.2581165467272513e-05, + 2.2561938749277033e-05, + 2.2542675651493482e-05, + 2.252345257147681e-05, + 2.2504274966195226e-05, + 2.248507007607259e-05, + 2.2465635993285105e-05, + 2.2446070943260565e-05, + 2.2426396753871813e-05, + 2.2406740754377097e-05, + 2.2386901036952622e-05, + 2.2367112251231447e-05, + 2.2347387130139396e-05, + 2.2327727492665872e-05, + 2.230825339211151e-05, + 2.2288906620815396e-05, + 2.2269674445851706e-05, + 2.225036223535426e-05, + 2.223121737188194e-05, + 2.2211865143617615e-05, + 2.219257839897182e-05, + 2.2173371689859778e-05, + 2.215411950601265e-05, + 2.213525840488728e-05, + 2.211631363024935e-05, + 2.2097736291470937e-05, + 2.207929537689779e-05, + 2.2060999981476925e-05, + 2.2042537239030935e-05, + 2.2023992642061785e-05, + 2.200543531216681e-05, + 2.1986903448123485e-05, + 2.1968568034935743e-05, + 2.1950241716695018e-05, + 2.1932017261860892e-05, + 2.1913801901973784e-05, + 2.189578299294226e-05, + 2.1878004190512e-05, + 2.1860219931113534e-05, + 2.184222830692306e-05, + 2.182395473937504e-05, + 2.180559931730386e-05, + 2.178714203182608e-05, + 2.1769052182207815e-05, + 2.1750916857854463e-05, + 2.173267785110511e-05, + 2.1714429749408737e-05, + 2.169629260606598e-05, + 2.1678082703147084e-05, + 2.16597782127792e-05, + 2.1641208149958402e-05, + 2.1622681742883287e-05, + 2.16041171370307e-05, + 2.158555253117811e-05, + 2.1567309886449948e-05, + 2.1549054508795962e-05, + 2.1530813683057204e-05, + 2.151235457859002e-05, + 2.1494124666787684e-05, + 2.1475980247487314e-05, + 2.1457999537233263e-05, + 2.144013524230104e-05, + 2.14224164665211e-05, + 2.1404661310953088e-05, + 2.138704621756915e-05, + 2.136947114195209e-05, + 2.135201430064626e-05, + 2.133450652763713e-05, + 2.1316927814041264e-05, + 2.1299332729540765e-05, + 2.1281850422383286e-05, + 2.1264324459480122e-05, + 2.12467184610432e-05, + 2.122919977409765e-05, + 2.121156830980908e-05, + 2.1193969587329775e-05, + 2.117639269272331e-05, + 2.115866845997516e-05, + 2.1141264369362034e-05, + 2.1123996702954173e-05, + 2.110678360622842e-05, + 2.1089550500619225e-05, + 2.1072415620437823e-05, + 2.1055479010101408e-05, + 2.1038522390881553e-05, + 2.1021623979322612e-05, + 2.100470919685904e-05, + 2.0988229152862914e-05, + 2.0971736375940964e-05, + 2.0955178115400486e-05, + 2.0938685338478535e-05, + 2.0922079784213565e-05, + 2.0905370547552593e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922925233840942, + 0.9982877969741821, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9898169040679932, + 1.0, + 0.9924006462097168, + 1.0, + 0.9788902401924133, + 0.9831826090812683, + 0.9771353006362915, + 0.975051999092102, + 0.967269241809845, + 1.0, + 0.9698435664176941, + 0.9788171648979187, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866405129432678, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937200546264648, + 0.9942947626113892, + 1.0, + 0.9648327827453613, + 1.0, + 1.0, + 0.9974803924560547, + 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, + 0.9910696744918823, + 1.0, + 1.0, + 0.9932570457458496, + 1.0, + 1.0, + 1.0, + 0.9993451833724976, + 0.9856073260307312, + 0.9972693920135498, + 0.9956666231155396, + 1.0, + 0.9958086609840393, + 1.0, + 1.0, + 0.9849345088005066, + 0.9833585023880005, + 1.0, + 0.9745506644248962, + 0.9799105525016785, + 1.0, + 1.0, + 0.9829655885696411, + 0.9972890019416809, + 1.0, + 1.0, + 0.9928240180015564, + 0.9969351887702942, + 0.9866014719009399, + 1.0, + 0.9937071204185486, + 1.0, + 0.9942421317100525, + 1.0, + 1.0, + 0.9878759384155273, + 1.0, + 0.9835558533668518, + 0.9900184869766235, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913879632949829, + 1.0, + 1.0, + 1.0, + 0.9994418621063232, + 1.0, + 0.9802125692367554, + 1.0, + 0.991661548614502, + 1.0, + 1.0, + 0.9982364773750305, + 1.0, + 1.0, + 1.0, + 0.985483705997467, + 1.0, + 1.0, + 0.9907928705215454, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930287599563599, + 0.9924314022064209, + 0.9893894791603088, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875864386558533, + 0.9959214925765991, + 0.999798595905304, + 0.9910918474197388, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9900646209716797, + 1.0, + 0.9946632981300354, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9902178645133972, + 0.9901811480522156, + 1.0, + 0.9970542788505554, + 0.9915816783905029, + 1.0, + 0.9921390414237976, + 1.0, + 1.0, + 1.0, + 0.9829277992248535, + 1.0, + 0.9996967911720276, + 1.0, + 1.0, + 1.0, + 0.9855248332023621, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958118796348572, + 1.0, + 1.0, + 1.0, + 0.9926005005836487, + 0.9833751320838928, + 0.990674614906311, + 1.0, + 0.9976174831390381, + 1.0, + 1.0, + 0.9863936901092529, + 0.9884915947914124, + 0.9953348636627197, + 0.9886730313301086, + 0.9925354719161987, + 0.9994972348213196, + 0.9875499606132507, + 1.0, + 1.0, + 1.0, + 0.9945303201675415, + 1.0, + 1.0, + 0.9979828596115112, + 1.0, + 0.9987582564353943, + 0.9915663003921509, + 0.9963847398757935, + 1.0, + 0.9936404228210449, + 0.9955722093582153, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9910448789596558, + 0.9900993704795837, + 1.0, + 1.0, + 0.9994438290596008, + 1.0, + 1.0, + 1.0, + 0.9983497262001038, + 0.998088002204895, + 0.9911402463912964, + 0.987396776676178, + 0.9847484230995178, + 0.9966456294059753, + 1.0, + 1.0, + 1.0, + 0.9937909841537476, + 0.9975623488426208, + 1.0, + 0.9923223853111267, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995574355125427, + 0.9943217635154724, + 1.0, + 0.9972448348999023, + 1.0, + 0.9969068169593811, + 1.0, + 0.9965539574623108, + 0.9912975430488586, + 0.9953294992446899, + 1.0, + 1.0, + 0.9893213510513306, + 1.0, + 0.9965842366218567, + 0.9950620532035828, + 1.0, + 1.0, + 0.9996926784515381, + 1.0, + 0.9966062307357788, + 1.0, + 1.0, + 0.9959105253219604, + 1.0, + 0.978831946849823, + 1.0, + 0.991832971572876, + 0.999941349029541, + 1.0, + 1.0, + 0.9997860789299011, + 0.9981719255447388, + 0.998850405216217, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955011606216431, + 1.0, + 0.9930799007415771, + 0.9877440929412842, + 0.9848963022232056, + 0.994448184967041, + 0.9828807711601257, + 1.0, + 0.984928548336029, + 0.9877018332481384, + 0.9955706000328064, + 1.0, + 0.9967616200447083, + 1.0, + 1.0, + 0.9966458678245544, + 1.0, + 1.0, + 0.9989249110221863, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9910063743591309, + 0.9930939674377441, + 1.0, + 0.998004138469696, + 1.0, + 0.9976427555084229, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9928202033042908, + 1.0, + 0.9883052110671997, + 0.9995118379592896, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9874818325042725, + 1.0, + 1.0, + 1.0, + 0.9953644275665283, + 1.0, + 1.0, + 0.9988312721252441, + 1.0, + 1.0, + 1.0, + 0.9964856505393982, + 0.996675431728363, + 1.0, + 0.9904242157936096, + 0.9939389228820801, + 0.975829005241394, + 1.0, + 1.0, + 1.0, + 0.9964682459831238, + 0.9988560676574707, + 0.9809815883636475, + 1.0, + 0.9971667528152466, + 1.0, + 1.0, + 0.9981447458267212, + 1.0, + 1.0, + 0.9905282855033875, + 0.9773516058921814, + 0.9812210202217102, + 0.9920575618743896, + 1.0, + 0.9928302764892578, + 0.9926441311836243, + 1.0, + 1.0, + 1.0, + 0.9754809141159058, + 1.0, + 0.9974608421325684, + 0.986469030380249, + 1.0, + 1.0, + 0.9955533742904663, + 1.0, + 1.0, + 0.9981696605682373, + 1.0, + 0.9998682141304016, + 0.9721212983131409, + 0.976937472820282, + 0.9870368242263794, + 0.998714804649353, + 1.0, + 0.9779961705207825, + 0.9899346232414246, + 0.9882237315177917, + 1.0, + 0.9807689189910889, + 0.9964233636856079, + 0.9855576753616333, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9894139170646667, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9862750172615051, + 1.0, + 0.9941316843032837, + 0.9905513525009155, + 0.9834201335906982, + 0.995100200176239, + 0.9820528030395508, + 1.0, + 1.0, + 1.0, + 0.9878163933753967, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998100757598877, + 0.9980579018592834, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960089325904846, + 0.9955456256866455, + 1.0, + 0.999850869178772, + 0.9957880973815918, + 0.9881157279014587, + 0.9960983395576477, + 1.0, + 0.989770770072937, + 0.9857442378997803, + 0.9851132035255432, + 0.9990591406822205, + 1.0, + 0.9991447329521179, + 1.0, + 1.0, + 1.0, + 0.9958271384239197, + 1.0, + 1.0, + 0.9907218217849731, + 1.0, + 1.0, + 0.9994117021560669, + 1.0, + 1.0, + 0.990329384803772, + 1.0, + 0.9984618425369263, + 0.9823028445243835, + 0.9944536685943604, + 0.9849414825439453, + 1.0, + 0.9920955896377563, + 1.0, + 1.0, + 0.9981986880302429, + 1.0, + 0.9970507621765137, + 0.9922401905059814, + 1.0, + 0.9972661137580872, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974160194396973, + 0.9898199439048767, + 1.0, + 0.9964487552642822, + 1.0, + 1.0, + 0.9990994930267334, + 1.0, + 0.9948230385780334, + 1.0, + 0.9978318810462952, + 0.995101809501648, + 1.0, + 0.9752790331840515, + 1.0, + 1.0, + 0.999003529548645, + 1.0, + 0.9996687173843384, + 0.9934818744659424, + 1.0, + 0.9934583902359009, + 1.0, + 0.9854449033737183, + 0.9910779595375061, + 1.0, + 1.0, + 0.9987077713012695, + 0.9970239996910095, + 0.9941786527633667, + 0.9850069880485535, + 0.9948694705963135, + 1.0, + 0.9937039613723755, + 0.9977928996086121, + 0.9947943091392517, + 0.9961854815483093, + 1.0, + 0.9854073524475098, + 0.9978926777839661, + 0.9983726739883423, + 1.0, + 1.0, + 1.0, + 0.9955491423606873, + 0.9900608658790588, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9891019463539124, + 0.9952939748764038, + 0.9839950203895569, + 1.0, + 1.0, + 0.9980291724205017, + 1.0, + 1.0, + 0.9727237224578857, + 0.9852516055107117, + 1.0, + 0.9878969192504883, + 0.991655707359314, + 1.0, + 0.997296154499054, + 1.0, + 1.0, + 0.9876765012741089, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999616146087646, + 0.9950520396232605, + 0.9975330233573914, + 1.0, + 0.9835776686668396, + 0.9957154393196106, + 0.9862804412841797, + 1.0, + 0.9831790328025818, + 1.0, + 1.0, + 0.9814313054084778, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9900609850883484, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9823240637779236, + 1.0, + 1.0, + 1.0, + 0.9866405129432678, + 0.9962666034698486, + 0.9944442510604858, + 0.9856580495834351, + 1.0, + 0.9854779243469238, + 0.9927858114242554, + 0.9997868537902832, + 1.0, + 1.0, + 1.0, + 0.9890499114990234, + 0.9938769936561584, + 1.0, + 0.989120602607727, + 1.0, + 1.0, + 0.9871307015419006, + 0.9887864589691162, + 0.9999018907546997, + 0.996173620223999, + 1.0, + 0.9902410507202148, + 0.9836010336875916, + 1.0, + 0.9904151558876038, + 1.0, + 1.0, + 1.0, + 0.9842586517333984, + 1.0, + 1.0, + 0.9915695786476135, + 0.9967731237411499, + 0.9770088195800781, + 1.0, + 1.0, + 0.996893584728241, + 1.0, + 0.9807265996932983, + 0.9946655631065369, + 0.9740818738937378, + 1.0, + 0.9893597960472107, + 0.9928506016731262, + 1.0, + 1.0, + 1.0, + 0.9822350740432739, + 0.9995718002319336, + 1.0, + 1.0, + 1.0, + 0.9772279262542725, + 0.9994214177131653, + 0.9990218877792358, + 1.0, + 1.0, + 1.0, + 0.9982084035873413, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9883384704589844, + 1.0, + 1.0, + 1.0, + 0.9901773929595947, + 0.9967421889305115, + 0.9922327399253845, + 1.0, + 1.0, + 0.9801247715950012, + 1.0, + 0.9988136887550354, + 0.9762824177742004, + 0.9877390265464783, + 0.9970554113388062, + 0.9962553977966309, + 1.0, + 1.0, + 1.0, + 0.9964385628700256, + 0.9939162135124207, + 0.9964612722396851, + 1.0, + 0.9845092296600342, + 0.9848589897155762, + 1.0, + 1.0, + 1.0, + 0.9969602823257446, + 1.0, + 1.0, + 0.9899452924728394, + 0.9932979941368103, + 0.9996008276939392, + 0.9955888390541077, + 0.9883118867874146, + 0.9880770444869995, + 1.0, + 0.996025562286377, + 0.9971386194229126, + 1.0, + 0.9927539825439453, + 0.9999215602874756, + 0.998646080493927, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988064169883728, + 1.0, + 0.9982395172119141, + 0.9867731928825378, + 0.9994972944259644, + 0.9768291115760803, + 0.9918579459190369, + 0.9819290041923523, + 0.9960648417472839, + 0.9762166738510132, + 1.0, + 0.9819481372833252, + 1.0, + 0.986299991607666, + 0.9820849299430847, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9902724027633667, + 1.0, + 0.9917632341384888, + 1.0, + 0.9902510046958923, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9878069162368774, + 1.0, + 1.0, + 1.0, + 0.9952893257141113, + 0.9859961271286011, + 0.9687719345092773, + 1.0, + 1.0, + 0.9856153726577759, + 1.0, + 0.9974620342254639, + 1.0, + 1.0, + 1.0, + 0.98809814453125, + 1.0, + 1.0, + 1.0, + 0.9964240789413452, + 1.0, + 0.9968125820159912, + 0.9895809292793274, + 0.9834262728691101, + 0.978365957736969, + 1.0, + 0.9892710447311401, + 0.9777184724807739, + 1.0, + 0.9970393776893616, + 0.9940612316131592, + 0.9765942692756653, + 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, + 0.9996811747550964, + 1.0, + 1.0, + 0.9899476170539856, + 0.9974790811538696, + 1.0, + 1.0, + 0.9949219226837158, + 1.0, + 1.0, + 0.9916019439697266, + 1.0, + 1.0, + 0.9812279343605042, + 0.9930675625801086, + 0.9792741537094116, + 0.9959844946861267, + 1.0, + 0.990608274936676, + 0.9931589961051941, + 0.9955450892448425, + 0.9816684722900391, + 1.0, + 0.9916232228279114, + 0.9912084341049194, + 0.9830901026725769, + 0.9877220988273621, + 1.0, + 1.0, + 0.9712088108062744, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927566647529602, + 0.9980409741401672, + 1.0, + 1.0, + 0.9955409169197083, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9812292456626892, + 1.0, + 0.9994494915008545, + 1.0, + 0.9990392327308655, + 0.9903820753097534, + 1.0, + 0.9943578243255615, + 0.9990353584289551, + 1.0, + 0.9980002045631409, + 0.9957088232040405, + 1.0, + 1.0, + 0.9990132451057434, + 0.9997017979621887, + 1.0, + 0.9924784302711487, + 1.0, + 1.0, + 0.9995769262313843, + 1.0, + 1.0, + 1.0, + 0.9967506527900696, + 1.0, + 1.0, + 0.9964617490768433, + 0.9998929500579834, + 1.0, + 1.0, + 0.9994940757751465, + 0.997085690498352, + 1.0, + 0.9980239272117615, + 1.0, + 1.0, + 0.9906010031700134, + 1.0, + 0.9959500432014465, + 1.0, + 1.0, + 0.997694194316864, + 0.9973293542861938, + 0.998214840888977, + 0.9983835816383362, + 0.9823282957077026, + 1.0, + 1.0, + 0.9943832755088806, + 1.0, + 0.993079423904419, + 0.9943719506263733, + 0.9729605317115784, + 0.994511067867279, + 1.0, + 0.9951186776161194, + 0.9904065728187561, + 1.0, + 1.0, + 1.0, + 0.9904172420501709, + 1.0, + 0.9900192022323608, + 1.0, + 1.0, + 0.9981832504272461, + 1.0, + 1.0, + 0.9911814332008362, + 1.0, + 0.983659565448761, + 0.9969398975372314, + 0.9993685483932495, + 1.0, + 0.9972763061523438, + 0.9897757768630981, + 1.0, + 1.0, + 0.9923760294914246, + 1.0, + 1.0, + 0.995471179485321, + 0.9918489456176758, + 1.0, + 1.0, + 0.9911169409751892, + 1.0, + 0.9997066259384155, + 1.0, + 0.9844517111778259, + 0.9954130053520203, + 0.9890905618667603, + 0.9985705018043518, + 0.9849603772163391, + 0.9901135563850403, + 1.0, + 1.0, + 0.9885443449020386, + 1.0, + 1.0, + 1.0, + 0.9937646389007568, + 1.0, + 0.9997471570968628, + 0.9996929168701172, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999499499797821, + 0.9986534118652344, + 0.9989281296730042, + 0.9926967620849609, + 0.9953800439834595, + 0.9961116909980774, + 1.0, + 0.9933070540428162, + 1.0, + 0.9986278414726257, + 0.9978084564208984, + 1.0, + 0.9817273616790771, + 1.0, + 0.9824727177619934, + 0.9945301413536072, + 0.9941404461860657, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912692904472351, + 1.0, + 0.9963605999946594, + 1.0, + 0.9911664724349976, + 0.9885619878768921, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981842577457428, + 1.0, + 1.0, + 1.0, + 0.9957542419433594, + 1.0, + 1.0, + 1.0, + 0.9995229840278625, + 1.0, + 1.0, + 0.9845885634422302, + 1.0, + 1.0, + 1.0, + 0.9896416068077087, + 0.9971314072608948, + 0.9930477142333984, + 0.9953787326812744, + 0.9937634468078613, + 1.0, + 0.9939230680465698, + 0.9997029900550842, + 0.9953519105911255, + 1.0, + 1.0, + 1.0, + 0.9955316185951233, + 1.0, + 1.0, + 0.9969882369041443, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9837475419044495, + 0.99425208568573, + 0.9986499547958374, + 1.0, + 0.9961297512054443, + 0.9903040528297424, + 1.0, + 0.9982365369796753, + 1.0, + 0.9759883284568787, + 1.0, + 1.0, + 0.9980508089065552, + 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_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_scalar_eval.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_scalar_eval.json new file mode 100644 index 0000000000000000000000000000000000000000..cfe571e7fead9cd2794567bb9644aca460527175 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_scalar_eval.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 7356.75732421875, + "strength": 4977.4873046875, + "max_strength": 5917.89990234375, + "final_strength": 5728.19970703125, + "sample_efficiency": 3.3302606539109547e-07, + "training_efficiency": 2.090538509946782e-05, + "stability": 0.9961856603622437 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_scalar_train.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_scalar_train.json new file mode 100644 index 0000000000000000000000000000000000000000..cfe571e7fead9cd2794567bb9644aca460527175 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_scalar_train.json @@ -0,0 +1,9 @@ +{ + "total_reward_ma": 7356.75732421875, + "strength": 4977.4873046875, + "max_strength": 5917.89990234375, + "final_strength": 5728.19970703125, + "sample_efficiency": 3.3302606539109547e-07, + "training_efficiency": 2.090538509946782e-05, + "stability": 0.9961856603622437 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_train.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_train.json new file mode 100644 index 0000000000000000000000000000000000000000..eb6d791f043dc351c9b4815518ec14b3b7d2bf35 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_s3_session_metrics_train.json @@ -0,0 +1,7026 @@ +{ + "scalar": { + "total_reward_ma": 7356.75732421875, + "strength": 4977.4873046875, + "max_strength": 5917.89990234375, + "final_strength": 5728.19970703125, + "sample_efficiency": 3.3302606539109547e-07, + "training_efficiency": 2.090538509946782e-05, + "stability": 0.9961856603622437 + }, + "local": { + "mean_returns": [ + 60.0, + 1396.0, + 2180.625, + 2333.5, + 2776.875, + 2782.77783203125, + 2958.2978515625, + 2991.7646484375, + 3043.389892578125, + 3124.02978515625, + 3145.466552734375, + 3205.365966796875, + 3193.4443359375, + 3190.81640625, + 3264.5, + 3355.60009765625, + 3430.89990234375, + 3455.699951171875, + 3437.39990234375, + 3448.199951171875, + 3434.60009765625, + 3444.5, + 3406.800048828125, + 3377.39990234375, + 3338.10009765625, + 3296.199951171875, + 3242.60009765625, + 3250.300048828125, + 3202.300048828125, + 3169.60009765625, + 3208.300048828125, + 3214.800048828125, + 3291.800048828125, + 3387.699951171875, + 3364.60009765625, + 3450.199951171875, + 3528.89990234375, + 3694.199951171875, + 3804.0, + 3899.39990234375, + 3951.60009765625, + 3937.199951171875, + 3924.199951171875, + 3976.10009765625, + 3894.60009765625, + 3920.300048828125, + 4000.199951171875, + 3994.300048828125, + 4060.699951171875, + 4110.7998046875, + 4148.7001953125, + 4267.2001953125, + 4349.2998046875, + 4523.89990234375, + 4580.7998046875, + 4796.7001953125, + 4859.60009765625, + 5015.2998046875, + 5150.10009765625, + 5201.89990234375, + 5363.39990234375, + 5393.0, + 5501.7998046875, + 5576.39990234375, + 5619.5, + 5635.2001953125, + 5652.39990234375, + 5824.2001953125, + 5787.0, + 5812.2998046875, + 5870.39990234375, + 5842.0, + 5879.60009765625, + 5921.10009765625, + 5934.39990234375, + 5931.60009765625, + 5870.10009765625, + 5858.60009765625, + 5840.39990234375, + 5905.39990234375, + 5887.60009765625, + 5893.7001953125, + 5959.7998046875, + 5895.0, + 5824.5, + 5831.60009765625, + 5725.39990234375, + 5643.7001953125, + 5652.2998046875, + 5674.0, + 5605.60009765625, + 5594.89990234375, + 5597.39990234375, + 5602.2998046875, + 5574.0, + 5562.0, + 5509.7001953125, + 5551.89990234375, + 5527.39990234375, + 5583.7001953125, + 5561.10009765625, + 5647.60009765625, + 5658.89990234375, + 5610.39990234375, + 5733.0, + 5666.0, + 5626.0, + 5633.5, + 5637.7001953125, + 5675.7001953125, + 5687.7998046875, + 5653.10009765625, + 5653.2998046875, + 5733.89990234375, + 5780.10009765625, + 5777.7998046875, + 5817.7998046875, + 5735.5, + 5736.10009765625, + 5702.10009765625, + 5783.7001953125, + 5798.0, + 5790.7001953125, + 5806.89990234375, + 5849.39990234375, + 5964.10009765625, + 5901.60009765625, + 5969.60009765625, + 6046.5, + 6006.10009765625, + 6028.5, + 6099.0, + 6213.7001953125, + 6248.89990234375, + 6216.89990234375, + 6182.39990234375, + 6134.39990234375, + 6165.2001953125, + 6177.2998046875, + 6189.5, + 6202.0, + 6145.60009765625, + 6127.2998046875, + 6126.39990234375, + 6086.60009765625, + 6114.7998046875, + 6144.5, + 6168.7998046875, + 6270.5, + 6430.39990234375, + 6473.60009765625, + 6520.0, + 6471.7001953125, + 6493.10009765625, + 6467.2998046875, + 6557.7998046875, + 6601.5, + 6672.7001953125, + 6708.60009765625, + 6659.2001953125, + 6610.10009765625, + 6614.7998046875, + 6600.2001953125, + 6558.60009765625, + 6581.7001953125, + 6543.0, + 6661.10009765625, + 6666.60009765625, + 6672.60009765625, + 6587.0, + 6606.0, + 6604.5, + 6643.2998046875, + 6661.10009765625, + 6681.0, + 6608.2998046875, + 6614.0, + 6620.60009765625, + 6635.7998046875, + 6672.7998046875, + 6651.7998046875, + 6669.39990234375, + 6705.60009765625, + 6767.10009765625, + 6729.2998046875, + 6645.0, + 6598.5, + 6611.2998046875, + 6599.5, + 6648.7001953125, + 6671.0, + 6602.7998046875, + 6545.89990234375, + 6523.10009765625, + 6468.0, + 6432.10009765625, + 6429.7001953125, + 6370.2998046875, + 6416.10009765625, + 6425.2998046875, + 6430.39990234375, + 6404.2998046875, + 6434.0, + 6467.2998046875, + 6457.60009765625, + 6490.5, + 6484.5, + 6443.7998046875, + 6426.5, + 6454.5, + 6424.0, + 6402.89990234375, + 6473.2001953125, + 6484.7001953125, + 6509.7001953125, + 6527.0, + 6560.7998046875, + 6516.89990234375, + 6468.7998046875, + 6512.7001953125, + 6512.89990234375, + 6510.2001953125, + 6597.39990234375, + 6628.10009765625, + 6687.89990234375, + 6679.60009765625, + 6670.0, + 6625.60009765625, + 6563.0, + 6488.2001953125, + 6472.0, + 6514.60009765625, + 6557.7998046875, + 6570.7998046875, + 6540.2998046875, + 6528.39990234375, + 6569.0, + 6531.2998046875, + 6554.5, + 6566.39990234375, + 6622.89990234375, + 6662.2001953125, + 6682.39990234375, + 6755.0, + 6831.10009765625, + 6856.2001953125, + 6853.89990234375, + 6824.39990234375, + 6848.7998046875, + 6834.5, + 6896.0, + 6879.7998046875, + 6882.0, + 6864.0, + 6818.7001953125, + 6794.60009765625, + 6795.0, + 6846.5, + 6791.10009765625, + 6840.39990234375, + 6822.7001953125, + 6797.2001953125, + 6832.2998046875, + 6864.89990234375, + 6863.2998046875, + 6874.10009765625, + 6856.39990234375, + 6874.7998046875, + 6891.5, + 6870.10009765625, + 6892.89990234375, + 6782.10009765625, + 6813.5, + 6771.39990234375, + 6771.10009765625, + 6781.10009765625, + 6801.7001953125, + 6800.60009765625, + 6791.2001953125, + 6785.2998046875, + 6829.7001953125, + 6846.2998046875, + 6850.2998046875, + 6861.7001953125, + 6956.2998046875, + 6971.2001953125, + 6947.2998046875, + 6990.89990234375, + 6954.0, + 6889.10009765625, + 6810.10009765625, + 6781.5, + 6693.7998046875, + 6694.60009765625, + 6618.7001953125, + 6557.7001953125, + 6536.0, + 6537.7001953125, + 6521.89990234375, + 6537.89990234375, + 6548.10009765625, + 6531.7001953125, + 6560.2998046875, + 6588.7001953125, + 6583.39990234375, + 6614.39990234375, + 6660.2998046875, + 6697.7998046875, + 6697.89990234375, + 6728.7998046875, + 6683.2001953125, + 6648.5, + 6669.0, + 6659.0, + 6664.2998046875, + 6652.5, + 6664.0, + 6714.7998046875, + 6724.10009765625, + 6750.60009765625, + 6770.2001953125, + 6733.5, + 6840.39990234375, + 6779.7998046875, + 6777.2998046875, + 6788.89990234375, + 6798.89990234375, + 6804.39990234375, + 6827.10009765625, + 6762.39990234375, + 6877.7998046875, + 6911.5, + 6965.39990234375, + 6940.7998046875, + 6961.60009765625, + 6963.60009765625, + 6957.39990234375, + 7014.7998046875, + 7077.2998046875, + 7122.0, + 7102.7998046875, + 7084.7001953125, + 7172.5, + 7119.7001953125, + 7086.60009765625, + 6955.39990234375, + 6962.2998046875, + 6983.7001953125, + 7010.0, + 6991.10009765625, + 6985.0, + 6883.7001953125, + 6917.60009765625, + 6902.7001953125, + 6970.2998046875, + 6994.7998046875, + 6984.89990234375, + 7069.89990234375, + 7159.2001953125, + 7107.10009765625, + 6983.7001953125, + 6883.7001953125, + 6842.2001953125, + 6902.89990234375, + 6865.2998046875, + 6827.0, + 6827.89990234375, + 6857.2998046875, + 6883.10009765625, + 6755.0, + 6778.39990234375, + 6765.39990234375, + 6696.2998046875, + 6716.0, + 6898.60009765625, + 6875.2998046875, + 6899.39990234375, + 6903.5, + 6893.89990234375, + 6971.60009765625, + 6970.89990234375, + 6822.7998046875, + 6703.7001953125, + 6638.2998046875, + 6631.89990234375, + 6666.7998046875, + 6556.60009765625, + 6507.2998046875, + 6450.2001953125, + 6504.89990234375, + 6411.7001953125, + 6394.7001953125, + 6326.2998046875, + 6370.2001953125, + 6419.7998046875, + 6615.0, + 6661.60009765625, + 6693.5, + 6640.2001953125, + 6641.0, + 6695.89990234375, + 6701.0, + 6771.2998046875, + 6817.10009765625, + 6746.2998046875, + 6821.89990234375, + 6791.60009765625, + 6743.10009765625, + 6658.7998046875, + 6634.2998046875, + 6545.0, + 6594.7001953125, + 6602.5, + 6632.5, + 6571.89990234375, + 6583.7001953125, + 6602.0, + 6734.2001953125, + 6765.7998046875, + 6756.10009765625, + 6746.2001953125, + 6883.60009765625, + 6915.2998046875, + 6972.39990234375, + 7045.60009765625, + 7024.10009765625, + 7000.2001953125, + 7025.2001953125, + 7024.39990234375, + 7001.7998046875, + 6938.2998046875, + 6917.7001953125, + 6966.89990234375, + 6912.60009765625, + 6837.7001953125, + 6760.60009765625, + 6755.7998046875, + 6803.0, + 6798.60009765625, + 6802.89990234375, + 6812.2998046875, + 6882.7998046875, + 6861.0, + 6874.5, + 6950.60009765625, + 6901.5, + 6916.60009765625, + 6928.39990234375, + 6925.2998046875, + 6952.5, + 6953.0, + 6901.7998046875, + 6989.7001953125, + 6981.5, + 6887.2998046875, + 6858.2998046875, + 6780.0, + 6795.0, + 6754.39990234375, + 6768.39990234375, + 6821.39990234375, + 6812.10009765625, + 6880.2998046875, + 6864.89990234375, + 6824.5, + 6852.7001953125, + 6838.5, + 6871.7998046875, + 6965.7001953125, + 7003.10009765625, + 7154.10009765625, + 7139.89990234375, + 7084.10009765625, + 7093.2998046875, + 7074.0, + 7079.7001953125, + 7099.7998046875, + 7094.89990234375, + 7125.2001953125, + 7096.89990234375, + 7101.0, + 7089.2001953125, + 7062.60009765625, + 7079.10009765625, + 6945.10009765625, + 6969.39990234375, + 6977.7001953125, + 6972.39990234375, + 7091.39990234375, + 7089.60009765625, + 7054.2001953125, + 7100.7001953125, + 7065.10009765625, + 7072.5, + 6993.7001953125, + 6946.10009765625, + 7011.7001953125, + 7075.60009765625, + 7068.60009765625, + 7052.5, + 7021.10009765625, + 6940.7001953125, + 6913.60009765625, + 6947.7001953125, + 6914.39990234375, + 6902.7998046875, + 6875.5, + 6855.60009765625, + 6907.7998046875, + 6831.2001953125, + 6820.2998046875, + 6811.89990234375, + 6830.2001953125, + 6879.39990234375, + 6893.60009765625, + 6870.2998046875, + 6818.5, + 6894.5, + 6935.7998046875, + 6965.2998046875, + 7046.7001953125, + 7072.39990234375, + 7013.39990234375, + 6988.2001953125, + 6902.89990234375, + 6929.0, + 6935.60009765625, + 6925.2001953125, + 6996.7998046875, + 7025.89990234375, + 6879.5, + 6802.5, + 6814.2998046875, + 6751.89990234375, + 6709.39990234375, + 6725.2998046875, + 6711.60009765625, + 6813.7998046875, + 6827.60009765625, + 6763.89990234375, + 6770.0, + 6801.2001953125, + 6807.2998046875, + 6825.10009765625, + 6873.0, + 6872.7998046875, + 6847.0, + 6834.2001953125, + 6950.2001953125, + 6863.2998046875, + 6841.0, + 6769.89990234375, + 6801.0, + 6714.5, + 6720.89990234375, + 6758.60009765625, + 6663.89990234375, + 6698.5, + 6778.39990234375, + 6789.2998046875, + 6820.10009765625, + 6768.7998046875, + 6954.2001953125, + 7030.7001953125, + 7045.60009765625, + 7074.39990234375, + 7118.0, + 7021.5, + 7031.0, + 7032.10009765625, + 7115.39990234375, + 7042.5, + 7022.39990234375, + 6992.60009765625, + 6916.10009765625, + 6933.2998046875, + 6856.7001953125, + 6819.2001953125, + 6818.10009765625, + 6854.60009765625, + 6899.10009765625, + 6909.7001953125, + 6852.2001953125, + 6820.39990234375, + 6851.89990234375, + 6795.39990234375, + 6825.5, + 6880.2998046875, + 6813.10009765625, + 6755.2998046875, + 6754.7998046875, + 6735.2998046875, + 6782.10009765625, + 6732.10009765625, + 6648.89990234375, + 6666.5, + 6618.5, + 6658.7998046875, + 6787.2001953125, + 6842.39990234375, + 6760.7998046875, + 6780.39990234375, + 6877.7998046875, + 6833.7998046875, + 6817.10009765625, + 6698.5, + 6778.7998046875, + 6809.2001953125, + 6793.2001953125, + 6800.39990234375, + 6701.2998046875, + 6674.39990234375, + 6544.39990234375, + 6620.89990234375, + 6568.10009765625, + 6533.0, + 6543.10009765625, + 6635.60009765625, + 6651.60009765625, + 6562.89990234375, + 6560.7998046875, + 6585.0, + 6751.2001953125, + 6787.7001953125, + 6670.89990234375, + 6668.0, + 6663.10009765625, + 6769.5, + 6832.7001953125, + 6849.39990234375, + 6840.10009765625, + 6909.60009765625, + 6956.60009765625, + 6999.89990234375, + 7052.39990234375, + 6989.5, + 7038.5, + 7159.5, + 7176.5, + 7122.2998046875, + 7104.5, + 7062.2001953125, + 7092.60009765625, + 7157.89990234375, + 7048.60009765625, + 7053.39990234375, + 7047.0, + 6919.2001953125, + 6854.7001953125, + 6839.39990234375, + 6820.0, + 6852.5, + 6921.2998046875, + 6937.2998046875, + 6918.5, + 6886.5, + 6868.0, + 6965.0, + 6882.7998046875, + 6803.7001953125, + 6879.39990234375, + 6957.7001953125, + 6988.10009765625, + 6971.89990234375, + 7000.7998046875, + 7009.2998046875, + 6955.5, + 6920.0, + 6917.89990234375, + 6894.7001953125, + 6833.5, + 6771.7998046875, + 6816.60009765625, + 6796.10009765625, + 6781.39990234375, + 6792.5, + 6755.2998046875, + 6754.89990234375, + 6748.0, + 6832.2998046875, + 6879.39990234375, + 6937.10009765625, + 6986.5, + 7020.5, + 7014.10009765625, + 7111.7001953125, + 7102.10009765625, + 7030.10009765625, + 7027.39990234375, + 6903.0, + 6860.2998046875, + 6766.2998046875, + 6746.2001953125, + 6625.2001953125, + 6655.2998046875, + 6565.10009765625, + 6571.0, + 6503.7001953125, + 6416.89990234375, + 6475.2001953125, + 6520.10009765625, + 6535.10009765625, + 6726.7001953125, + 6677.39990234375, + 6782.0, + 6739.7998046875, + 6766.7998046875, + 6717.0, + 6743.7001953125, + 6776.89990234375, + 6878.5, + 6941.10009765625, + 7011.7998046875, + 7078.39990234375, + 7107.5, + 7190.0, + 7199.7998046875, + 7251.89990234375, + 7183.7001953125, + 7212.10009765625, + 7256.89990234375, + 7326.60009765625, + 7299.89990234375, + 7220.89990234375, + 7047.2001953125, + 7067.60009765625, + 7101.89990234375, + 7023.60009765625, + 7096.2001953125, + 7082.39990234375, + 7090.60009765625, + 7147.39990234375, + 7170.2998046875, + 7104.7001953125, + 7140.89990234375, + 7152.10009765625, + 7223.7001953125, + 7203.7998046875, + 7243.10009765625, + 7225.2998046875, + 7167.2998046875, + 7076.0, + 6958.7998046875, + 6962.0, + 6905.10009765625, + 6788.2001953125, + 6792.7001953125, + 6777.5, + 6747.10009765625, + 6628.0, + 6707.39990234375, + 6795.0, + 6832.2001953125, + 6898.2998046875, + 6978.0, + 7004.0, + 7013.7998046875, + 7064.60009765625, + 7088.2001953125, + 7177.7001953125, + 7241.5, + 7260.10009765625, + 7305.60009765625, + 7303.7998046875, + 7356.7001953125, + 7388.60009765625, + 7331.0, + 7316.7001953125, + 7325.2998046875, + 7330.0, + 7301.2001953125, + 7324.2998046875, + 7338.5, + 7290.7998046875, + 7308.39990234375, + 7347.89990234375, + 7241.10009765625, + 7202.39990234375, + 7087.5, + 7065.7001953125, + 7088.89990234375, + 7037.89990234375, + 7001.10009765625, + 6977.2998046875, + 6879.7998046875, + 6935.10009765625, + 6890.89990234375, + 6844.89990234375, + 6757.2001953125, + 6694.60009765625, + 6696.5, + 6729.60009765625, + 6583.60009765625, + 6596.39990234375, + 6646.39990234375, + 6692.2001953125, + 6697.7001953125, + 6661.2001953125, + 6651.39990234375, + 6655.2998046875, + 6726.89990234375, + 6704.2998046875, + 6846.5, + 6854.2998046875, + 6892.7998046875, + 6959.39990234375, + 6859.89990234375, + 6927.2001953125, + 6924.2998046875, + 6966.2998046875, + 6961.2001953125, + 6910.2001953125, + 6975.7001953125, + 6945.7001953125, + 6940.60009765625, + 6959.2001953125, + 6948.60009765625, + 6925.89990234375, + 7003.7001953125, + 7029.39990234375, + 7024.10009765625, + 7022.5, + 7029.7998046875, + 6989.39990234375, + 7092.7998046875, + 7094.7998046875, + 7092.5, + 7156.39990234375, + 7158.0, + 7229.0, + 7210.89990234375, + 7245.2001953125, + 7282.7998046875, + 7262.89990234375, + 7262.2998046875, + 7318.10009765625, + 7391.7001953125, + 7388.7998046875, + 7372.10009765625, + 7427.60009765625, + 7416.2001953125, + 7478.5, + 7499.7001953125, + 7444.7998046875, + 7510.39990234375, + 7486.7001953125, + 7501.10009765625, + 7513.39990234375, + 7499.89990234375, + 7484.2998046875, + 7473.89990234375, + 7464.5, + 7361.89990234375, + 7383.0, + 7391.5, + 7359.2998046875, + 7366.2001953125, + 7326.7001953125, + 7294.7998046875, + 7142.39990234375, + 7112.2998046875, + 7210.2998046875, + 7183.2001953125, + 7130.2001953125, + 7178.10009765625, + 7202.7001953125, + 7252.0, + 7198.39990234375, + 7239.2998046875, + 7183.60009765625, + 7219.5, + 7272.7998046875, + 7262.60009765625, + 7323.2001953125, + 7407.7998046875, + 7357.10009765625, + 7472.39990234375, + 7377.39990234375, + 7359.89990234375, + 7356.2998046875, + 7386.10009765625, + 7370.5, + 7312.10009765625, + 7398.5, + 7443.0, + 7398.89990234375, + 7472.7001953125, + 7487.89990234375, + 7461.5, + 7414.2001953125, + 7449.10009765625, + 7489.89990234375, + 7438.10009765625, + 7453.7001953125, + 7452.0, + 7504.89990234375, + 7414.0, + 7387.60009765625, + 7325.10009765625, + 7317.0, + 7231.89990234375, + 7176.7998046875, + 7209.39990234375, + 7219.2001953125, + 7155.5, + 7167.7998046875, + 7168.2998046875, + 7207.60009765625, + 7173.0, + 7195.2998046875, + 7193.89990234375, + 7192.2001953125, + 7211.2998046875, + 7289.0, + 7338.60009765625, + 7380.89990234375, + 7388.7998046875, + 7453.7001953125, + 7450.7998046875, + 7443.0, + 7436.7998046875, + 7394.60009765625, + 7368.10009765625, + 7345.89990234375, + 7381.10009765625, + 7342.7998046875, + 7415.89990234375, + 7408.0, + 7395.39990234375, + 7421.2998046875, + 7316.0, + 7352.60009765625, + 7252.7998046875, + 7222.2001953125, + 7189.60009765625, + 7250.7001953125, + 7286.0, + 7301.10009765625, + 7305.2998046875, + 7256.0, + 7263.89990234375, + 7243.5, + 7250.89990234375, + 7201.5, + 7138.10009765625, + 7150.2001953125, + 7225.0, + 7323.0, + 7359.7998046875, + 7402.7998046875, + 7298.5, + 7325.2998046875, + 7367.60009765625, + 7381.89990234375, + 7357.60009765625, + 7392.89990234375, + 7433.60009765625, + 7529.2001953125, + 7526.39990234375, + 7551.2998046875, + 7563.2998046875, + 7472.2998046875, + 7487.7001953125, + 7494.7001953125, + 7576.5, + 7515.2001953125, + 7498.39990234375, + 7457.7998046875, + 7431.0, + 7395.0, + 7418.10009765625, + 7383.10009765625, + 7381.39990234375, + 7354.7998046875, + 7381.89990234375, + 7415.60009765625, + 7432.60009765625, + 7406.7998046875, + 7431.0, + 7469.10009765625, + 7451.60009765625, + 7501.0, + 7501.2998046875, + 7505.0, + 7565.39990234375, + 7469.39990234375, + 7436.0, + 7428.2001953125, + 7446.2998046875, + 7423.89990234375, + 7368.0, + 7386.0, + 7375.89990234375, + 7393.2998046875, + 7255.60009765625, + 7270.7001953125, + 7302.0, + 7291.0, + 7339.7998046875, + 7386.7998046875 + ], + "strengths": [ + -1598.5999755859375, + -262.5999755859375, + 522.0250244140625, + 674.9000244140625, + 1118.2750244140625, + 1124.1778564453125, + 1299.6978759765625, + 1333.1646728515625, + 1384.7899169921875, + 1465.4298095703125, + 1486.8665771484375, + 1546.7659912109375, + 1534.8443603515625, + 1532.2164306640625, + 1605.9000244140625, + 1697.0001220703125, + 1772.2999267578125, + 1797.0999755859375, + 1778.7999267578125, + 1789.5999755859375, + 1776.0001220703125, + 1785.9000244140625, + 1748.2000732421875, + 1718.7999267578125, + 1679.5001220703125, + 1637.5999755859375, + 1584.0001220703125, + 1591.7000732421875, + 1543.7000732421875, + 1511.0001220703125, + 1549.7000732421875, + 1556.2000732421875, + 1633.2000732421875, + 1729.0999755859375, + 1706.0001220703125, + 1791.5999755859375, + 1870.2999267578125, + 2035.5999755859375, + 2145.39990234375, + 2240.7998046875, + 2293.0, + 2278.60009765625, + 2265.60009765625, + 2317.5, + 2236.0, + 2261.7001953125, + 2341.60009765625, + 2335.7001953125, + 2402.10009765625, + 2452.19970703125, + 2490.10009765625, + 2608.60009765625, + 2690.69970703125, + 2865.2998046875, + 2922.19970703125, + 3138.10009765625, + 3201.0, + 3356.69970703125, + 3491.5, + 3543.2998046875, + 3704.7998046875, + 3734.39990234375, + 3843.19970703125, + 3917.7998046875, + 3960.89990234375, + 3976.60009765625, + 3993.7998046875, + 4165.60009765625, + 4128.39990234375, + 4153.69970703125, + 4211.7998046875, + 4183.39990234375, + 4221.0, + 4262.5, + 4275.7998046875, + 4273.0, + 4211.5, + 4200.0, + 4181.7998046875, + 4246.7998046875, + 4229.0, + 4235.10009765625, + 4301.19970703125, + 4236.39990234375, + 4165.89990234375, + 4173.0, + 4066.7998046875, + 3985.10009765625, + 3993.69970703125, + 4015.39990234375, + 3947.0, + 3936.2998046875, + 3938.7998046875, + 3943.69970703125, + 3915.39990234375, + 3903.39990234375, + 3851.10009765625, + 3893.2998046875, + 3868.7998046875, + 3925.10009765625, + 3902.5, + 3989.0, + 4000.2998046875, + 3951.7998046875, + 4074.39990234375, + 4007.39990234375, + 3967.39990234375, + 3974.89990234375, + 3979.10009765625, + 4017.10009765625, + 4029.19970703125, + 3994.5, + 3994.69970703125, + 4075.2998046875, + 4121.5, + 4119.19970703125, + 4159.19970703125, + 4076.89990234375, + 4077.5, + 4043.5, + 4125.10009765625, + 4139.39990234375, + 4132.10009765625, + 4148.2998046875, + 4190.7998046875, + 4305.5, + 4243.0, + 4311.0, + 4387.89990234375, + 4347.5, + 4369.89990234375, + 4440.39990234375, + 4555.10009765625, + 4590.2998046875, + 4558.2998046875, + 4523.7998046875, + 4475.7998046875, + 4506.60009765625, + 4518.69970703125, + 4530.89990234375, + 4543.39990234375, + 4487.0, + 4468.69970703125, + 4467.7998046875, + 4428.0, + 4456.19970703125, + 4485.89990234375, + 4510.19970703125, + 4611.89990234375, + 4771.7998046875, + 4815.0, + 4861.39990234375, + 4813.10009765625, + 4834.5, + 4808.69970703125, + 4899.19970703125, + 4942.89990234375, + 5014.10009765625, + 5050.0, + 5000.60009765625, + 4951.5, + 4956.19970703125, + 4941.60009765625, + 4900.0, + 4923.10009765625, + 4884.39990234375, + 5002.5, + 5008.0, + 5014.0, + 4928.39990234375, + 4947.39990234375, + 4945.89990234375, + 4984.69970703125, + 5002.5, + 5022.39990234375, + 4949.69970703125, + 4955.39990234375, + 4962.0, + 4977.19970703125, + 5014.19970703125, + 4993.19970703125, + 5010.7998046875, + 5047.0, + 5108.5, + 5070.69970703125, + 4986.39990234375, + 4939.89990234375, + 4952.69970703125, + 4940.89990234375, + 4990.10009765625, + 5012.39990234375, + 4944.19970703125, + 4887.2998046875, + 4864.5, + 4809.39990234375, + 4773.5, + 4771.10009765625, + 4711.69970703125, + 4757.5, + 4766.69970703125, + 4771.7998046875, + 4745.69970703125, + 4775.39990234375, + 4808.69970703125, + 4799.0, + 4831.89990234375, + 4825.89990234375, + 4785.19970703125, + 4767.89990234375, + 4795.89990234375, + 4765.39990234375, + 4744.2998046875, + 4814.60009765625, + 4826.10009765625, + 4851.10009765625, + 4868.39990234375, + 4902.19970703125, + 4858.2998046875, + 4810.19970703125, + 4854.10009765625, + 4854.2998046875, + 4851.60009765625, + 4938.7998046875, + 4969.5, + 5029.2998046875, + 5021.0, + 5011.39990234375, + 4967.0, + 4904.39990234375, + 4829.60009765625, + 4813.39990234375, + 4856.0, + 4899.19970703125, + 4912.19970703125, + 4881.69970703125, + 4869.7998046875, + 4910.39990234375, + 4872.69970703125, + 4895.89990234375, + 4907.7998046875, + 4964.2998046875, + 5003.60009765625, + 5023.7998046875, + 5096.39990234375, + 5172.5, + 5197.60009765625, + 5195.2998046875, + 5165.7998046875, + 5190.19970703125, + 5175.89990234375, + 5237.39990234375, + 5221.19970703125, + 5223.39990234375, + 5205.39990234375, + 5160.10009765625, + 5136.0, + 5136.39990234375, + 5187.89990234375, + 5132.5, + 5181.7998046875, + 5164.10009765625, + 5138.60009765625, + 5173.69970703125, + 5206.2998046875, + 5204.69970703125, + 5215.5, + 5197.7998046875, + 5216.19970703125, + 5232.89990234375, + 5211.5, + 5234.2998046875, + 5123.5, + 5154.89990234375, + 5112.7998046875, + 5112.5, + 5122.5, + 5143.10009765625, + 5142.0, + 5132.60009765625, + 5126.69970703125, + 5171.10009765625, + 5187.69970703125, + 5191.69970703125, + 5203.10009765625, + 5297.69970703125, + 5312.60009765625, + 5288.69970703125, + 5332.2998046875, + 5295.39990234375, + 5230.5, + 5151.5, + 5122.89990234375, + 5035.19970703125, + 5036.0, + 4960.10009765625, + 4899.10009765625, + 4877.39990234375, + 4879.10009765625, + 4863.2998046875, + 4879.2998046875, + 4889.5, + 4873.10009765625, + 4901.69970703125, + 4930.10009765625, + 4924.7998046875, + 4955.7998046875, + 5001.69970703125, + 5039.19970703125, + 5039.2998046875, + 5070.19970703125, + 5024.60009765625, + 4989.89990234375, + 5010.39990234375, + 5000.39990234375, + 5005.69970703125, + 4993.89990234375, + 5005.39990234375, + 5056.19970703125, + 5065.5, + 5092.0, + 5111.60009765625, + 5074.89990234375, + 5181.7998046875, + 5121.19970703125, + 5118.69970703125, + 5130.2998046875, + 5140.2998046875, + 5145.7998046875, + 5168.5, + 5103.7998046875, + 5219.19970703125, + 5252.89990234375, + 5306.7998046875, + 5282.19970703125, + 5303.0, + 5305.0, + 5298.7998046875, + 5356.19970703125, + 5418.69970703125, + 5463.39990234375, + 5444.19970703125, + 5426.10009765625, + 5513.89990234375, + 5461.10009765625, + 5428.0, + 5296.7998046875, + 5303.69970703125, + 5325.10009765625, + 5351.39990234375, + 5332.5, + 5326.39990234375, + 5225.10009765625, + 5259.0, + 5244.10009765625, + 5311.69970703125, + 5336.19970703125, + 5326.2998046875, + 5411.2998046875, + 5500.60009765625, + 5448.5, + 5325.10009765625, + 5225.10009765625, + 5183.60009765625, + 5244.2998046875, + 5206.69970703125, + 5168.39990234375, + 5169.2998046875, + 5198.69970703125, + 5224.5, + 5096.39990234375, + 5119.7998046875, + 5106.7998046875, + 5037.69970703125, + 5057.39990234375, + 5240.0, + 5216.69970703125, + 5240.7998046875, + 5244.89990234375, + 5235.2998046875, + 5313.0, + 5312.2998046875, + 5164.19970703125, + 5045.10009765625, + 4979.69970703125, + 4973.2998046875, + 5008.19970703125, + 4898.0, + 4848.69970703125, + 4791.60009765625, + 4846.2998046875, + 4753.10009765625, + 4736.10009765625, + 4667.69970703125, + 4711.60009765625, + 4761.19970703125, + 4956.39990234375, + 5003.0, + 5034.89990234375, + 4981.60009765625, + 4982.39990234375, + 5037.2998046875, + 5042.39990234375, + 5112.69970703125, + 5158.5, + 5087.69970703125, + 5163.2998046875, + 5133.0, + 5084.5, + 5000.19970703125, + 4975.69970703125, + 4886.39990234375, + 4936.10009765625, + 4943.89990234375, + 4973.89990234375, + 4913.2998046875, + 4925.10009765625, + 4943.39990234375, + 5075.60009765625, + 5107.19970703125, + 5097.5, + 5087.60009765625, + 5225.0, + 5256.69970703125, + 5313.7998046875, + 5387.0, + 5365.5, + 5341.60009765625, + 5366.60009765625, + 5365.7998046875, + 5343.19970703125, + 5279.69970703125, + 5259.10009765625, + 5308.2998046875, + 5254.0, + 5179.10009765625, + 5102.0, + 5097.19970703125, + 5144.39990234375, + 5140.0, + 5144.2998046875, + 5153.69970703125, + 5224.19970703125, + 5202.39990234375, + 5215.89990234375, + 5292.0, + 5242.89990234375, + 5258.0, + 5269.7998046875, + 5266.69970703125, + 5293.89990234375, + 5294.39990234375, + 5243.19970703125, + 5331.10009765625, + 5322.89990234375, + 5228.69970703125, + 5199.69970703125, + 5121.39990234375, + 5136.39990234375, + 5095.7998046875, + 5109.7998046875, + 5162.7998046875, + 5153.5, + 5221.69970703125, + 5206.2998046875, + 5165.89990234375, + 5194.10009765625, + 5179.89990234375, + 5213.19970703125, + 5307.10009765625, + 5344.5, + 5495.5, + 5481.2998046875, + 5425.5, + 5434.69970703125, + 5415.39990234375, + 5421.10009765625, + 5441.19970703125, + 5436.2998046875, + 5466.60009765625, + 5438.2998046875, + 5442.39990234375, + 5430.60009765625, + 5404.0, + 5420.5, + 5286.5, + 5310.7998046875, + 5319.10009765625, + 5313.7998046875, + 5432.7998046875, + 5431.0, + 5395.60009765625, + 5442.10009765625, + 5406.5, + 5413.89990234375, + 5335.10009765625, + 5287.5, + 5353.10009765625, + 5417.0, + 5410.0, + 5393.89990234375, + 5362.5, + 5282.10009765625, + 5255.0, + 5289.10009765625, + 5255.7998046875, + 5244.19970703125, + 5216.89990234375, + 5197.0, + 5249.19970703125, + 5172.60009765625, + 5161.69970703125, + 5153.2998046875, + 5171.60009765625, + 5220.7998046875, + 5235.0, + 5211.69970703125, + 5159.89990234375, + 5235.89990234375, + 5277.19970703125, + 5306.69970703125, + 5388.10009765625, + 5413.7998046875, + 5354.7998046875, + 5329.60009765625, + 5244.2998046875, + 5270.39990234375, + 5277.0, + 5266.60009765625, + 5338.19970703125, + 5367.2998046875, + 5220.89990234375, + 5143.89990234375, + 5155.69970703125, + 5093.2998046875, + 5050.7998046875, + 5066.69970703125, + 5053.0, + 5155.19970703125, + 5169.0, + 5105.2998046875, + 5111.39990234375, + 5142.60009765625, + 5148.69970703125, + 5166.5, + 5214.39990234375, + 5214.19970703125, + 5188.39990234375, + 5175.60009765625, + 5291.60009765625, + 5204.69970703125, + 5182.39990234375, + 5111.2998046875, + 5142.39990234375, + 5055.89990234375, + 5062.2998046875, + 5100.0, + 5005.2998046875, + 5039.89990234375, + 5119.7998046875, + 5130.69970703125, + 5161.5, + 5110.19970703125, + 5295.60009765625, + 5372.10009765625, + 5387.0, + 5415.7998046875, + 5459.39990234375, + 5362.89990234375, + 5372.39990234375, + 5373.5, + 5456.7998046875, + 5383.89990234375, + 5363.7998046875, + 5334.0, + 5257.5, + 5274.69970703125, + 5198.10009765625, + 5160.60009765625, + 5159.5, + 5196.0, + 5240.5, + 5251.10009765625, + 5193.60009765625, + 5161.7998046875, + 5193.2998046875, + 5136.7998046875, + 5166.89990234375, + 5221.69970703125, + 5154.5, + 5096.69970703125, + 5096.19970703125, + 5076.69970703125, + 5123.5, + 5073.5, + 4990.2998046875, + 5007.89990234375, + 4959.89990234375, + 5000.19970703125, + 5128.60009765625, + 5183.7998046875, + 5102.19970703125, + 5121.7998046875, + 5219.19970703125, + 5175.19970703125, + 5158.5, + 5039.89990234375, + 5120.19970703125, + 5150.60009765625, + 5134.60009765625, + 5141.7998046875, + 5042.69970703125, + 5015.7998046875, + 4885.7998046875, + 4962.2998046875, + 4909.5, + 4874.39990234375, + 4884.5, + 4977.0, + 4993.0, + 4904.2998046875, + 4902.19970703125, + 4926.39990234375, + 5092.60009765625, + 5129.10009765625, + 5012.2998046875, + 5009.39990234375, + 5004.5, + 5110.89990234375, + 5174.10009765625, + 5190.7998046875, + 5181.5, + 5251.0, + 5298.0, + 5341.2998046875, + 5393.7998046875, + 5330.89990234375, + 5379.89990234375, + 5500.89990234375, + 5517.89990234375, + 5463.69970703125, + 5445.89990234375, + 5403.60009765625, + 5434.0, + 5499.2998046875, + 5390.0, + 5394.7998046875, + 5388.39990234375, + 5260.60009765625, + 5196.10009765625, + 5180.7998046875, + 5161.39990234375, + 5193.89990234375, + 5262.69970703125, + 5278.69970703125, + 5259.89990234375, + 5227.89990234375, + 5209.39990234375, + 5306.39990234375, + 5224.19970703125, + 5145.10009765625, + 5220.7998046875, + 5299.10009765625, + 5329.5, + 5313.2998046875, + 5342.19970703125, + 5350.69970703125, + 5296.89990234375, + 5261.39990234375, + 5259.2998046875, + 5236.10009765625, + 5174.89990234375, + 5113.19970703125, + 5158.0, + 5137.5, + 5122.7998046875, + 5133.89990234375, + 5096.69970703125, + 5096.2998046875, + 5089.39990234375, + 5173.69970703125, + 5220.7998046875, + 5278.5, + 5327.89990234375, + 5361.89990234375, + 5355.5, + 5453.10009765625, + 5443.5, + 5371.5, + 5368.7998046875, + 5244.39990234375, + 5201.69970703125, + 5107.69970703125, + 5087.60009765625, + 4966.60009765625, + 4996.69970703125, + 4906.5, + 4912.39990234375, + 4845.10009765625, + 4758.2998046875, + 4816.60009765625, + 4861.5, + 4876.5, + 5068.10009765625, + 5018.7998046875, + 5123.39990234375, + 5081.19970703125, + 5108.19970703125, + 5058.39990234375, + 5085.10009765625, + 5118.2998046875, + 5219.89990234375, + 5282.5, + 5353.19970703125, + 5419.7998046875, + 5448.89990234375, + 5531.39990234375, + 5541.19970703125, + 5593.2998046875, + 5525.10009765625, + 5553.5, + 5598.2998046875, + 5668.0, + 5641.2998046875, + 5562.2998046875, + 5388.60009765625, + 5409.0, + 5443.2998046875, + 5365.0, + 5437.60009765625, + 5423.7998046875, + 5432.0, + 5488.7998046875, + 5511.69970703125, + 5446.10009765625, + 5482.2998046875, + 5493.5, + 5565.10009765625, + 5545.19970703125, + 5584.5, + 5566.69970703125, + 5508.69970703125, + 5417.39990234375, + 5300.19970703125, + 5303.39990234375, + 5246.5, + 5129.60009765625, + 5134.10009765625, + 5118.89990234375, + 5088.5, + 4969.39990234375, + 5048.7998046875, + 5136.39990234375, + 5173.60009765625, + 5239.69970703125, + 5319.39990234375, + 5345.39990234375, + 5355.19970703125, + 5406.0, + 5429.60009765625, + 5519.10009765625, + 5582.89990234375, + 5601.5, + 5647.0, + 5645.19970703125, + 5698.10009765625, + 5730.0, + 5672.39990234375, + 5658.10009765625, + 5666.69970703125, + 5671.39990234375, + 5642.60009765625, + 5665.69970703125, + 5679.89990234375, + 5632.19970703125, + 5649.7998046875, + 5689.2998046875, + 5582.5, + 5543.7998046875, + 5428.89990234375, + 5407.10009765625, + 5430.2998046875, + 5379.2998046875, + 5342.5, + 5318.69970703125, + 5221.19970703125, + 5276.5, + 5232.2998046875, + 5186.2998046875, + 5098.60009765625, + 5036.0, + 5037.89990234375, + 5071.0, + 4925.0, + 4937.7998046875, + 4987.7998046875, + 5033.60009765625, + 5039.10009765625, + 5002.60009765625, + 4992.7998046875, + 4996.69970703125, + 5068.2998046875, + 5045.69970703125, + 5187.89990234375, + 5195.69970703125, + 5234.19970703125, + 5300.7998046875, + 5201.2998046875, + 5268.60009765625, + 5265.69970703125, + 5307.69970703125, + 5302.60009765625, + 5251.60009765625, + 5317.10009765625, + 5287.10009765625, + 5282.0, + 5300.60009765625, + 5290.0, + 5267.2998046875, + 5345.10009765625, + 5370.7998046875, + 5365.5, + 5363.89990234375, + 5371.19970703125, + 5330.7998046875, + 5434.19970703125, + 5436.19970703125, + 5433.89990234375, + 5497.7998046875, + 5499.39990234375, + 5570.39990234375, + 5552.2998046875, + 5586.60009765625, + 5624.19970703125, + 5604.2998046875, + 5603.69970703125, + 5659.5, + 5733.10009765625, + 5730.19970703125, + 5713.5, + 5769.0, + 5757.60009765625, + 5819.89990234375, + 5841.10009765625, + 5786.19970703125, + 5851.7998046875, + 5828.10009765625, + 5842.5, + 5854.7998046875, + 5841.2998046875, + 5825.69970703125, + 5815.2998046875, + 5805.89990234375, + 5703.2998046875, + 5724.39990234375, + 5732.89990234375, + 5700.69970703125, + 5707.60009765625, + 5668.10009765625, + 5636.19970703125, + 5483.7998046875, + 5453.69970703125, + 5551.69970703125, + 5524.60009765625, + 5471.60009765625, + 5519.5, + 5544.10009765625, + 5593.39990234375, + 5539.7998046875, + 5580.69970703125, + 5525.0, + 5560.89990234375, + 5614.19970703125, + 5604.0, + 5664.60009765625, + 5749.19970703125, + 5698.5, + 5813.7998046875, + 5718.7998046875, + 5701.2998046875, + 5697.69970703125, + 5727.5, + 5711.89990234375, + 5653.5, + 5739.89990234375, + 5784.39990234375, + 5740.2998046875, + 5814.10009765625, + 5829.2998046875, + 5802.89990234375, + 5755.60009765625, + 5790.5, + 5831.2998046875, + 5779.5, + 5795.10009765625, + 5793.39990234375, + 5846.2998046875, + 5755.39990234375, + 5729.0, + 5666.5, + 5658.39990234375, + 5573.2998046875, + 5518.19970703125, + 5550.7998046875, + 5560.60009765625, + 5496.89990234375, + 5509.19970703125, + 5509.69970703125, + 5549.0, + 5514.39990234375, + 5536.69970703125, + 5535.2998046875, + 5533.60009765625, + 5552.69970703125, + 5630.39990234375, + 5680.0, + 5722.2998046875, + 5730.19970703125, + 5795.10009765625, + 5792.19970703125, + 5784.39990234375, + 5778.19970703125, + 5736.0, + 5709.5, + 5687.2998046875, + 5722.5, + 5684.19970703125, + 5757.2998046875, + 5749.39990234375, + 5736.7998046875, + 5762.69970703125, + 5657.39990234375, + 5694.0, + 5594.19970703125, + 5563.60009765625, + 5531.0, + 5592.10009765625, + 5627.39990234375, + 5642.5, + 5646.69970703125, + 5597.39990234375, + 5605.2998046875, + 5584.89990234375, + 5592.2998046875, + 5542.89990234375, + 5479.5, + 5491.60009765625, + 5566.39990234375, + 5664.39990234375, + 5701.19970703125, + 5744.19970703125, + 5639.89990234375, + 5666.69970703125, + 5709.0, + 5723.2998046875, + 5699.0, + 5734.2998046875, + 5775.0, + 5870.60009765625, + 5867.7998046875, + 5892.69970703125, + 5904.69970703125, + 5813.69970703125, + 5829.10009765625, + 5836.10009765625, + 5917.89990234375, + 5856.60009765625, + 5839.7998046875, + 5799.19970703125, + 5772.39990234375, + 5736.39990234375, + 5759.5, + 5724.5, + 5722.7998046875, + 5696.19970703125, + 5723.2998046875, + 5757.0, + 5774.0, + 5748.19970703125, + 5772.39990234375, + 5810.5, + 5793.0, + 5842.39990234375, + 5842.69970703125, + 5846.39990234375, + 5906.7998046875, + 5810.7998046875, + 5777.39990234375, + 5769.60009765625, + 5787.69970703125, + 5765.2998046875, + 5709.39990234375, + 5727.39990234375, + 5717.2998046875, + 5734.69970703125, + 5597.0, + 5612.10009765625, + 5643.39990234375, + 5632.39990234375, + 5681.19970703125, + 5728.19970703125 + ], + "sample_efficiencies": [ + 0.00010000000474974513, + 9.294541087001562e-05, + 0.00011618285498116165, + 0.00020882418903056532, + -0.0002562800364103168, + -6.185289385030046e-05, + -2.746739482972771e-05, + -1.4814199857937638e-05, + -8.39851054479368e-06, + -4.580251243169187e-06, + -2.2022807115718024e-06, + -5.879862214897003e-07, + 5.048125899520528e-07, + 1.2775642517226515e-06, + 1.8635910237208009e-06, + 2.3156894712883513e-06, + 2.662300403244444e-06, + 2.9218294912425335e-06, + 3.112758577117347e-06, + 3.255853016526089e-06, + 3.3612466268095886e-06, + 3.4391009648970794e-06, + 3.4940469504363136e-06, + 3.531788934196811e-06, + 3.5561263302952284e-06, + 3.570116405171575e-06, + 3.576071776478784e-06, + 3.5758728245127713e-06, + 3.570778744688141e-06, + 3.5618493257061346e-06, + 3.549369466782082e-06, + 3.5341124657861656e-06, + 3.515794332997757e-06, + 3.494494421829586e-06, + 3.4720073927019257e-06, + 3.447203425821499e-06, + 3.4204333587695146e-06, + 3.3907244869624265e-06, + 3.3591668398003094e-06, + 3.3262215310969623e-06, + 3.2927234769886127e-06, + 3.259750656070537e-06, + 3.227326715204981e-06, + 3.1945967293722788e-06, + 3.1634594961360563e-06, + 3.132413667117362e-06, + 3.100804178757244e-06, + 3.0698465707246214e-06, + 3.0386240723601077e-06, + 3.007419991263305e-06, + 2.9764341888949275e-06, + 2.9447483029798605e-06, + 2.912910304075922e-06, + 2.8799631763831712e-06, + 2.8473705242504366e-06, + 2.8134909371146932e-06, + 2.780102249744232e-06, + 2.746310201473534e-06, + 2.7124408461531857e-06, + 2.6793350116349757e-06, + 2.6460145363671472e-06, + 2.6136938231502427e-06, + 2.581678700153134e-06, + 2.5502702101221075e-06, + 2.5196980004693614e-06, + 2.490122369636083e-06, + 2.4614716949145077e-06, + 2.4326527636731043e-06, + 2.405101440672297e-06, + 2.3783288725098828e-06, + 2.3520963168266462e-06, + 2.3268969471246237e-06, + 2.3022835193842184e-06, + 2.278211695738719e-06, + 2.2548128981725313e-06, + 2.2321353299048496e-06, + 2.2104336494521704e-06, + 2.189396354879136e-06, + 2.1690184439648874e-06, + 2.148877229046775e-06, + 2.129349240931333e-06, + 2.1102964637975674e-06, + 2.0914399101457093e-06, + 2.0733314158860594e-06, + 2.0559486983984243e-06, + 2.038938873738516e-06, + 2.02273031391087e-06, + 2.0071813651156845e-06, + 1.9919159512937767e-06, + 1.9768770016526105e-06, + 1.9623851130745606e-06, + 1.9482079096633242e-06, + 1.9342874111316632e-06, + 1.9206077013222966e-06, + 1.9072728036917397e-06, + 1.8942151882583858e-06, + 1.8815554767570575e-06, + 1.8689751186684589e-06, + 1.8566854578239145e-06, + 1.8444267197992303e-06, + 1.832442535487644e-06, + 1.8203982108389027e-06, + 1.80852362063888e-06, + 1.7969874761547544e-06, + 1.785291146916279e-06, + 1.7739780560077634e-06, + 1.7629577087063808e-06, + 1.7520907249490847e-06, + 1.7413822206435725e-06, + 1.7307401094512898e-06, + 1.7202321487275185e-06, + 1.7099742990467348e-06, + 1.699870495031064e-06, + 1.6897188288567122e-06, + 1.6796097952465061e-06, + 1.6696610600774875e-06, + 1.6597691683273297e-06, + 1.6502178823429858e-06, + 1.640804612179636e-06, + 1.6316035953423125e-06, + 1.6223514194280142e-06, + 1.6132011069203145e-06, + 1.6041979051806265e-06, + 1.5952875855873572e-06, + 1.5864138731558342e-06, + 1.5774292023706948e-06, + 1.5687030554545345e-06, + 1.5599638345520361e-06, + 1.5511981246163487e-06, + 1.5426389836648013e-06, + 1.5341584003181197e-06, + 1.5256649703587755e-06, + 1.5170796814345522e-06, + 1.5085566928974004e-06, + 1.5002175359768444e-06, + 1.4920605053703184e-06, + 1.4841034499113448e-06, + 1.4762028968107188e-06, + 1.4683905646961648e-06, + 1.460664748265117e-06, + 1.4530234011544962e-06, + 1.4455783912126208e-06, + 1.4382611652763444e-06, + 1.4310402320916182e-06, + 1.4239750498745707e-06, + 1.4169545465847477e-06, + 1.4099766758590704e-06, + 1.4030496231498546e-06, + 1.3960568594484357e-06, + 1.3889170986658428e-06, + 1.3818098523188382e-06, + 1.3747311413681018e-06, + 1.3678167078978731e-06, + 1.3609632105726632e-06, + 1.3542353372031357e-06, + 1.3474705156113487e-06, + 1.3407354799710447e-06, + 1.3339940778678283e-06, + 1.3272953083287575e-06, + 1.32074956127326e-06, + 1.3143519481673138e-06, + 1.3080294820611016e-06, + 1.30180478663533e-06, + 1.295708898396697e-06, + 1.2896588259536657e-06, + 1.2837290341849439e-06, + 1.2777293250110233e-06, + 1.2717963500108453e-06, + 1.2659284038818441e-06, + 1.2602291690200218e-06, + 1.2545748404590995e-06, + 1.2489879281929461e-06, + 1.2434222753654467e-06, + 1.2379013014651719e-06, + 1.232422391694854e-06, + 1.2270841125427978e-06, + 1.2217994935781462e-06, + 1.2165663747509825e-06, + 1.2113750926801004e-06, + 1.2062030236847932e-06, + 1.2011091712338384e-06, + 1.1960529491261696e-06, + 1.1910154853467247e-06, + 1.185972678285907e-06, + 1.1810216165031306e-06, + 1.176204591502028e-06, + 1.1714820402630721e-06, + 1.1667956414385117e-06, + 1.1621679050222156e-06, + 1.1575415328479721e-06, + 1.1529416497069178e-06, + 1.1484499964353745e-06, + 1.1440536127338419e-06, + 1.1397196431062184e-06, + 1.1354753723935573e-06, + 1.1313015875202836e-06, + 1.1271680477875634e-06, + 1.1231228427277529e-06, + 1.1190746818101616e-06, + 1.1150551699756761e-06, + 1.1110671493952395e-06, + 1.1071359722336638e-06, + 1.103215026887483e-06, + 1.099301471185754e-06, + 1.0954302069876576e-06, + 1.0915665598076885e-06, + 1.0877415661525447e-06, + 1.0839816013685777e-06, + 1.080267225006537e-06, + 1.0765627393993782e-06, + 1.0729129371611634e-06, + 1.0693094054659014e-06, + 1.0656830227162573e-06, + 1.0620784678394557e-06, + 1.0584857363937772e-06, + 1.05491039903427e-06, + 1.0513406323298113e-06, + 1.04783237020456e-06, + 1.0443873179610819e-06, + 1.0409390824861475e-06, + 1.0375188139732927e-06, + 1.0341282177250832e-06, + 1.03070487966761e-06, + 1.0272888175677508e-06, + 1.0238602499157423e-06, + 1.020465902001888e-06, + 1.0171061148867011e-06, + 1.013803171190375e-06, + 1.010567984849331e-06, + 1.0074069223264814e-06, + 1.0042806479759747e-06, + 1.0011506219598232e-06, + 9.980172990253777e-07, + 9.948997785613756e-07, + 9.918254590957076e-07, + 9.887817213893868e-07, + 9.857360510068247e-07, + 9.827364237935399e-07, + 9.797450957194087e-07, + 9.767688879946945e-07, + 9.737810842125327e-07, + 9.707924846225069e-07, + 9.678145715952269e-07, + 9.648168770581833e-07, + 9.617981504561612e-07, + 9.58788518801157e-07, + 9.558037845636136e-07, + 9.528590112495294e-07, + 9.499232191956253e-07, + 9.470179520576494e-07, + 9.441008614885504e-07, + 9.412150916432438e-07, + 9.383501833326591e-07, + 9.355168231195421e-07, + 9.327291081717703e-07, + 9.299748171542888e-07, + 9.27240591863665e-07, + 9.244992043022648e-07, + 9.218068726113415e-07, + 9.191083449877624e-07, + 9.16438523290708e-07, + 9.138009318121476e-07, + 9.111643635151268e-07, + 9.085302963285358e-07, + 9.059157832780329e-07, + 9.033146284309623e-07, + 9.007407584249449e-07, + 8.981759833659453e-07, + 8.95621269592084e-07, + 8.930948638408154e-07, + 8.905752792998101e-07, + 8.881259532245167e-07, + 8.856783324517892e-07, + 8.832670914671326e-07, + 8.808721077002701e-07, + 8.78488435773761e-07, + 8.761110734667454e-07, + 8.737500820643618e-07, + 8.714089290151605e-07, + 8.690857953297382e-07, + 8.667579436405504e-07, + 8.644380500300031e-07, + 8.621316283097258e-07, + 8.598353815614246e-07, + 8.575128163101908e-07, + 8.551994028493937e-07, + 8.529116826139216e-07, + 8.506205517733179e-07, + 8.483603437525744e-07, + 8.461423135486257e-07, + 8.439716907560069e-07, + 8.418265906584566e-07, + 8.397311148655717e-07, + 8.376479740945797e-07, + 8.356084322258539e-07, + 8.336056112057122e-07, + 8.316231401295227e-07, + 8.296512419292412e-07, + 8.276968515019689e-07, + 8.257471222350432e-07, + 8.238042710217997e-07, + 8.218787570513086e-07, + 8.199527314900479e-07, + 8.180264785551117e-07, + 8.161131859196757e-07, + 8.141986995724437e-07, + 8.122773920149484e-07, + 8.103526738523215e-07, + 8.084389833129535e-07, + 8.065244969657215e-07, + 8.046380912674067e-07, + 8.027751619010814e-07, + 8.009150178622804e-07, + 7.990689709913568e-07, + 7.972311095727491e-07, + 7.954078000693698e-07, + 7.935903454381332e-07, + 7.917645348243241e-07, + 7.899455454207782e-07, + 7.88127124451421e-07, + 7.863118867135199e-07, + 7.845197274036764e-07, + 7.827000558791042e-07, + 7.809115913914866e-07, + 7.791338703100337e-07, + 7.773620041007234e-07, + 7.755964475109067e-07, + 7.738387353128928e-07, + 7.720828989477013e-07, + 7.703584969931399e-07, + 7.686047069910273e-07, + 7.668494390600245e-07, + 7.650860425201245e-07, + 7.633407221874222e-07, + 7.61598244025663e-07, + 7.598648039675027e-07, + 7.581430736536277e-07, + 7.56412191549316e-07, + 7.546710776296095e-07, + 7.529255867666507e-07, + 7.511960689043917e-07, + 7.494818987652252e-07, + 7.477499366359552e-07, + 7.46044236166199e-07, + 7.443583172062063e-07, + 7.427221930811356e-07, + 7.41092605949234e-07, + 7.39465178867249e-07, + 7.378385475931282e-07, + 7.362262977039791e-07, + 7.346244501604815e-07, + 7.330612561418093e-07, + 7.314959589166392e-07, + 7.299432240870374e-07, + 7.283784952960559e-07, + 7.268148465300328e-07, + 7.252621685438498e-07, + 7.236930628096161e-07, + 7.221065061457921e-07, + 7.205433689705387e-07, + 7.190236033238762e-07, + 7.175398764047713e-07, + 7.160751920309849e-07, + 7.146007305891544e-07, + 7.131440042940085e-07, + 7.117051268323848e-07, + 7.102729568941868e-07, + 7.088395364007738e-07, + 7.074060590639419e-07, + 7.060144184833916e-07, + 7.046228915896791e-07, + 7.032414828245237e-07, + 7.018850283202482e-07, + 7.005294833106746e-07, + 6.991316467974684e-07, + 6.977466568969248e-07, + 6.963618943700567e-07, + 6.949827024982369e-07, + 6.936126055734348e-07, + 6.922287525412685e-07, + 6.908517207193654e-07, + 6.895193678246869e-07, + 6.882236220917548e-07, + 6.869503295092727e-07, + 6.856841991975671e-07, + 6.844147719675675e-07, + 6.831785981376015e-07, + 6.819600457674824e-07, + 6.80760763316357e-07, + 6.795528406655649e-07, + 6.783728849768522e-07, + 6.772019673917384e-07, + 6.760524229321163e-07, + 6.748966256964195e-07, + 6.737333251294331e-07, + 6.725272783114633e-07, + 6.713150924042566e-07, + 6.7010040538662e-07, + 6.689035672025057e-07, + 6.677116743958322e-07, + 6.665117666670994e-07, + 6.653156674474303e-07, + 6.641080858571513e-07, + 6.628949336118239e-07, + 6.617036092393391e-07, + 6.604998361581238e-07, + 6.593082275685447e-07, + 6.581329330401786e-07, + 6.569818538082473e-07, + 6.558411200785486e-07, + 6.547254542965675e-07, + 6.536028536174854e-07, + 6.524830951093463e-07, + 6.51361006021034e-07, + 6.502571068267571e-07, + 6.491548560916272e-07, + 6.480528895735915e-07, + 6.469260824815137e-07, + 6.457969448092626e-07, + 6.44674571503856e-07, + 6.435589057218749e-07, + 6.424179446185008e-07, + 6.412749371520476e-07, + 6.401244831977237e-07, + 6.389631721503974e-07, + 6.378116381711152e-07, + 6.366700517901336e-07, + 6.355281243486388e-07, + 6.343912559714227e-07, + 6.33263994131994e-07, + 6.321548653431819e-07, + 6.310546041277121e-07, + 6.299487722571939e-07, + 6.288587997005379e-07, + 6.277886654970644e-07, + 6.267387107072864e-07, + 6.256939286686247e-07, + 6.246436328183336e-07, + 6.235983391889022e-07, + 6.225563993211836e-07, + 6.215166195033817e-07, + 6.204667784004414e-07, + 6.194255206537491e-07, + 6.183857976793661e-07, + 6.17335047081724e-07, + 6.162982799651218e-07, + 6.152626497168967e-07, + 6.142288384580752e-07, + 6.13199802046438e-07, + 6.121695719230047e-07, + 6.111434345257294e-07, + 6.101311669226561e-07, + 6.091059958635014e-07, + 6.080865659896517e-07, + 6.070890776754823e-07, + 6.06100911682006e-07, + 6.051314471733349e-07, + 6.041627784725279e-07, + 6.032053647686553e-07, + 6.022488605594845e-07, + 6.012861604176578e-07, + 6.003286898703664e-07, + 5.993622949063138e-07, + 5.984023800920113e-07, + 5.974534929009678e-07, + 5.965030140941963e-07, + 5.955587312200805e-07, + 5.946118335486972e-07, + 5.936516345173004e-07, + 5.92688422784704e-07, + 5.917018484069558e-07, + 5.907217541789578e-07, + 5.897554729017429e-07, + 5.887912948310259e-07, + 5.878342790310853e-07, + 5.868801054020878e-07, + 5.859259886165091e-07, + 5.849764761478582e-07, + 5.840253720634792e-07, + 5.83082908178767e-07, + 5.821432864649978e-07, + 5.812093490931147e-07, + 5.802835971735476e-07, + 5.79358470531588e-07, + 5.78459605549142e-07, + 5.775600016022508e-07, + 5.766622166447632e-07, + 5.757686381002713e-07, + 5.74858518120891e-07, + 5.739520929637365e-07, + 5.730549332838564e-07, + 5.721534535041428e-07, + 5.712611823582847e-07, + 5.703709575755056e-07, + 5.694969900105207e-07, + 5.68633936381957e-07, + 5.677633225786849e-07, + 5.668855465046363e-07, + 5.6601214737384e-07, + 5.651444325849297e-07, + 5.642849600917543e-07, + 5.634414605992788e-07, + 5.626051802209986e-07, + 5.617664555757074e-07, + 5.609359163827321e-07, + 5.601100383501034e-07, + 5.592913225882512e-07, + 5.584785753853794e-07, + 5.576604280577158e-07, + 5.56857060018956e-07, + 5.560579552366107e-07, + 5.552628863370046e-07, + 5.544677605939796e-07, + 5.536676894735137e-07, + 5.528681299438176e-07, + 5.52074880033615e-07, + 5.512920893124829e-07, + 5.505004310180084e-07, + 5.497053052749834e-07, + 5.489084173859737e-07, + 5.48102150332852e-07, + 5.47294803254772e-07, + 5.464990522341395e-07, + 5.457097813632572e-07, + 5.449358013720484e-07, + 5.44160457138787e-07, + 5.433868182080914e-07, + 5.426172720035538e-07, + 5.418398245637945e-07, + 5.41060842351726e-07, + 5.403056206887413e-07, + 5.395639277594455e-07, + 5.38822916951176e-07, + 5.380932179832598e-07, + 5.373718749979162e-07, + 5.366505888559914e-07, + 5.359333954402246e-07, + 5.352039806894027e-07, + 5.344750206859317e-07, + 5.337573156793951e-07, + 5.330409749149112e-07, + 5.323224741005106e-07, + 5.316054512150004e-07, + 5.308881441123958e-07, + 5.301665169099579e-07, + 5.294472202876932e-07, + 5.287337216941523e-07, + 5.280242589833506e-07, + 5.273012106954411e-07, + 5.265922595754091e-07, + 5.258885380499123e-07, + 5.251966967989574e-07, + 5.245026954980858e-07, + 5.238225071479974e-07, + 5.231434556662862e-07, + 5.224614483267942e-07, + 5.217941065893683e-07, + 5.21124093211256e-07, + 5.204455533203145e-07, + 5.197676387069805e-07, + 5.190876777305675e-07, + 5.18416527484078e-07, + 5.177232083042327e-07, + 5.170220447325846e-07, + 5.163212222214497e-07, + 5.156189217814244e-07, + 5.149132107362675e-07, + 5.142221652931767e-07, + 5.135320861882064e-07, + 5.128441102897341e-07, + 5.121476647218515e-07, + 5.114627583679976e-07, + 5.107824563310714e-07, + 5.101081228531257e-07, + 5.094454422760464e-07, + 5.087826480121294e-07, + 5.081315066490788e-07, + 5.074869591226161e-07, + 5.068444011158135e-07, + 5.061992283117434e-07, + 5.05550474372285e-07, + 5.049024025538529e-07, + 5.042633119956008e-07, + 5.036299626226537e-07, + 5.029946237300464e-07, + 5.023680387239438e-07, + 5.017396347284375e-07, + 5.011063421989093e-07, + 5.004830541111005e-07, + 4.998685199097963e-07, + 4.992558615413145e-07, + 4.986472390555718e-07, + 4.980347512173466e-07, + 4.974299372406676e-07, + 4.968367193214362e-07, + 4.96243046654854e-07, + 4.95656593102467e-07, + 4.950670131620427e-07, + 4.944640181747673e-07, + 4.938562483403075e-07, + 4.93259790346201e-07, + 4.926626502310683e-07, + 4.92055903578148e-07, + 4.91455978135491e-07, + 4.9085974751506e-07, + 4.902787509308837e-07, + 4.8969013732858e-07, + 4.890997047368728e-07, + 4.88512796437135e-07, + 4.879266271018423e-07, + 4.873533612226311e-07, + 4.867846428169287e-07, + 4.862321816290205e-07, + 4.856725581703358e-07, + 4.851203243561031e-07, + 4.845734338232432e-07, + 4.840267706640589e-07, + 4.83471296774951e-07, + 4.829154249819112e-07, + 4.823709218726435e-07, + 4.818280103791039e-07, + 4.812838483303494e-07, + 4.807228037861933e-07, + 4.801592581316072e-07, + 4.796100370185741e-07, + 4.790625212081068e-07, + 4.785170517607185e-07, + 4.779614073413541e-07, + 4.774004196406167e-07, + 4.76839204566204e-07, + 4.7628043375880225e-07, + 4.757157796575484e-07, + 4.7514765810774406e-07, + 4.7457646701332123e-07, + 4.7400129687957815e-07, + 4.7343442588498874e-07, + 4.728639737550111e-07, + 4.722823518932273e-07, + 4.7170064476631524e-07, + 4.711262704404362e-07, + 4.7055542040652654e-07, + 4.699906810401444e-07, + 4.694242932146153e-07, + 4.688527610596793e-07, + 4.6829416078253416e-07, + 4.6773664053034736e-07, + 4.6718128032807726e-07, + 4.666406425712921e-07, + 4.661080481582758e-07, + 4.655784096030402e-07, + 4.650521248095174e-07, + 4.6452390733975335e-07, + 4.6399014763665036e-07, + 4.6345618898158136e-07, + 4.629255272448063e-07, + 4.6239949824666837e-07, + 4.618767093234055e-07, + 4.6134559283927956e-07, + 4.608241113146505e-07, + 4.6031186684558634e-07, + 4.5979345486557577e-07, + 4.5926864800094336e-07, + 4.587422210988734e-07, + 4.582188068980031e-07, + 4.576939431899518e-07, + 4.5716961949437973e-07, + 4.566519749005238e-07, + 4.5613910515385214e-07, + 4.5562785544461804e-07, + 4.5512015844906273e-07, + 4.546196237242839e-07, + 4.541263649571192e-07, + 4.5363000822362665e-07, + 4.531368631432997e-07, + 4.526463612819498e-07, + 4.5215602995085646e-07, + 4.51670445045238e-07, + 4.511861106948345e-07, + 4.507036521772534e-07, + 4.50214372449409e-07, + 4.497219094901084e-07, + 4.492252969612309e-07, + 4.4872530224893126e-07, + 4.482234317038092e-07, + 4.4772346541321895e-07, + 4.472157399959542e-07, + 4.4671023147202504e-07, + 4.462127094484458e-07, + 4.457167790405947e-07, + 4.4523355313685897e-07, + 4.447554431408207e-07, + 4.4428713863453595e-07, + 4.4382178998603194e-07, + 4.4336860582916415e-07, + 4.4291371636973054e-07, + 4.4246812080928066e-07, + 4.4202295157447224e-07, + 4.4158491618873086e-07, + 4.4115566311120347e-07, + 4.407221183555521e-07, + 4.402855040552822e-07, + 4.3984852027278976e-07, + 4.393954498027597e-07, + 4.389478078792308e-07, + 4.3849192365996714e-07, + 4.380408427095972e-07, + 4.3758845436059346e-07, + 4.371414945580909e-07, + 4.3669328420037345e-07, + 4.362431980098336e-07, + 4.3578529584920034e-07, + 4.3532304516702425e-07, + 4.3485573542056954e-07, + 4.343838213571871e-07, + 4.3391057147346146e-07, + 4.334314098741743e-07, + 4.329526177571097e-07, + 4.3247061398687947e-07, + 4.3199571564400685e-07, + 4.315195951676287e-07, + 4.31040859893983e-07, + 4.305574634599907e-07, + 4.300776197396772e-07, + 4.296057340980042e-07, + 4.291497361919028e-07, + 4.2869314142990333e-07, + 4.2823481294362864e-07, + 4.277841867406096e-07, + 4.273285867384402e-07, + 4.268752888947347e-07, + 4.2642241737667064e-07, + 4.259659363015089e-07, + 4.255086878401926e-07, + 4.250580332154641e-07, + 4.246055027579132e-07, + 4.241531712523283e-07, + 4.2369609332126856e-07, + 4.23241800717733e-07, + 4.22785433329409e-07, + 4.2233165231664316e-07, + 4.2188372617602e-07, + 4.2144432654822594e-07, + 4.210154713746306e-07, + 4.205873551654804e-07, + 4.201648096113786e-07, + 4.1975263798121887e-07, + 4.1934103478524776e-07, + 4.1893156321748393e-07, + 4.185254454114329e-07, + 4.181296731076145e-07, + 4.177284722572949e-07, + 4.1732121758286667e-07, + 4.1691194496706885e-07, + 4.164983522514376e-07, + 4.160794446761429e-07, + 4.1565948549759923e-07, + 4.152397252710216e-07, + 4.148170091866632e-07, + 4.143934688727313e-07, + 4.1396395999981905e-07, + 4.135305289310054e-07, + 4.1309675680167857e-07, + 4.126605119836313e-07, + 4.1222548929908953e-07, + 4.11787510756767e-07, + 4.113481679723918e-07, + 4.109143105779367e-07, + 4.1048264165510773e-07, + 4.100513706362108e-07, + 4.096208101600496e-07, + 4.091935181804729e-07, + 4.08765487236451e-07, + 4.083374562924291e-07, + 4.079140580870444e-07, + 4.0749037566456536e-07, + 4.070647889875545e-07, + 4.0664821199243306e-07, + 4.0623547192808473e-07, + 4.058322531363956e-07, + 4.054315922985552e-07, + 4.0503013565285073e-07, + 4.0463334016749286e-07, + 4.042401826609421e-07, + 4.0384961152994947e-07, + 4.0346705532101623e-07, + 4.0308128745891736e-07, + 4.0269961232297646e-07, + 4.0232211517832184e-07, + 4.019518087261531e-07, + 4.01586760290229e-07, + 4.012223655536218e-07, + 4.008563223578676e-07, + 4.005015341590479e-07, + 4.0014657542997156e-07, + 3.997887461082428e-07, + 3.9942835883266525e-07, + 3.990683126176009e-07, + 3.987116201642493e-07, + 3.9835632037465984e-07, + 3.9800147533242125e-07, + 3.976422817686398e-07, + 3.9728541878503165e-07, + 3.9691926190243976e-07, + 3.965533039718139e-07, + 3.961854133649467e-07, + 3.9581368582730647e-07, + 3.954497174163407e-07, + 3.9508182680947357e-07, + 3.9471490254072705e-07, + 3.9434584664377326e-07, + 3.939779560369061e-07, + 3.936143855298724e-07, + 3.932470349354844e-07, + 3.9288258335545834e-07, + 3.9251924022210005e-07, + 3.9215541391968145e-07, + 3.9179306554615323e-07, + 3.9143307617450773e-07, + 3.9106851090764394e-07, + 3.907029793026595e-07, + 3.9033861298776173e-07, + 3.899751277458563e-07, + 3.8961192672104517e-07, + 3.892522499882034e-07, + 3.888863489009964e-07, + 3.885211299348157e-07, + 3.8815687730675563e-07, + 3.8778912880843563e-07, + 3.874220908528514e-07, + 3.870511591230752e-07, + 3.8668224533466855e-07, + 3.8631188203908096e-07, + 3.859398702843464e-07, + 3.855699901578191e-07, + 3.852009911042842e-07, + 3.848291498798062e-07, + 3.84453329616008e-07, + 3.8407853253374924e-07, + 3.8370572497115063e-07, + 3.8333013208102784e-07, + 3.829561592283426e-07, + 3.825789747224917e-07, + 3.822013354692899e-07, + 3.818280731593404e-07, + 3.8145148550938757e-07, + 3.8107728528302687e-07, + 3.807029997915379e-07, + 3.8032885640859604e-07, + 3.7995641832822e-07, + 3.7958579923724756e-07, + 3.792166864968749e-07, + 3.788490232636832e-07, + 3.7848869283152453e-07, + 3.7812779396517726e-07, + 3.777672077376337e-07, + 3.774094352593238e-07, + 3.7705203226323647e-07, + 3.7669789776373364e-07, + 3.7634652017004555e-07, + 3.76005345970043e-07, + 3.756667581455986e-07, + 3.7532282703978126e-07, + 3.749813117792655e-07, + 3.7464377555807005e-07, + 3.7430399402182957e-07, + 3.7396341667772504e-07, + 3.7362053717515664e-07, + 3.7328166513361793e-07, + 3.7294103094609454e-07, + 3.7260448948472913e-07, + 3.7226647009447333e-07, + 3.719259780154971e-07, + 3.7158679333515465e-07, + 3.712446812187409e-07, + 3.708982490024937e-07, + 3.705555684518913e-07, + 3.702067203903425e-07, + 3.6986432405683445e-07, + 3.6952368986931106e-07, + 3.6918405044161773e-07, + 3.688433594106755e-07, + 3.685043168388802e-07, + 3.681694806800806e-07, + 3.6783021073460986e-07, + 3.6748909337802615e-07, + 3.6715127293973637e-07, + 3.6680987136605836e-07, + 3.664683276838332e-07, + 3.6612905773836246e-07, + 3.657933120848611e-07, + 3.6545625903272594e-07, + 3.651175290997344e-07, + 3.647825224106782e-07, + 3.644474020347843e-07, + 3.6411304904504505e-07, + 3.6377633705342305e-07, + 3.6344562204249087e-07, + 3.6311712392489426e-07, + 3.627928890637122e-07, + 3.6246976264919795e-07, + 3.621521784680226e-07, + 3.618383743742015e-07, + 3.615233481468749e-07, + 3.612084071846766e-07, + 3.60897672635474e-07, + 3.6058690966456197e-07, + 3.6027674354954797e-07, + 3.59964928975387e-07, + 3.596557007767842e-07, + 3.593458757222834e-07, + 3.5903670436709945e-07, + 3.587282719763607e-07, + 3.5841938483827107e-07, + 3.581068028779555e-07, + 3.577920892894326e-07, + 3.5747567039834394e-07, + 3.5715953572434955e-07, + 3.5684047361428384e-07, + 3.5652220731208217e-07, + 3.5620502103483886e-07, + 3.558888863608445e-07, + 3.5557567912292143e-07, + 3.552645466697868e-07, + 3.549552332060557e-07, + 3.546446691871097e-07, + 3.54336833652269e-07, + 3.5402561593400605e-07, + 3.537154782407015e-07, + 3.534066479460307e-07, + 3.530971071086242e-07, + 3.527937906255829e-07, + 3.524891383221984e-07, + 3.5219042615608487e-07, + 3.518939593050163e-07, + 3.515997377689928e-07, + 3.5130290143570164e-07, + 3.510047577037767e-07, + 3.507063865981763e-07, + 3.504084418182174e-07, + 3.501136234262958e-07, + 3.498189471429214e-07, + 3.495259193186939e-07, + 3.4923309044643247e-07, + 3.489434163839178e-07, + 3.4865760767388565e-07, + 3.483717136987252e-07, + 3.48082465961852e-07, + 3.4778869917317934e-07, + 3.474936249858729e-07, + 3.4719690233941947e-07, + 3.4690614825194643e-07, + 3.466145699348999e-07, + 3.4632137158041587e-07, + 3.4602803111738467e-07, + 3.4573653806546645e-07, + 3.4544376603662386e-07, + 3.451495445006003e-07, + 3.448510597081622e-07, + 3.4455328545845987e-07, + 3.442548575094406e-07, + 3.439564579821308e-07, + 3.4366325962764677e-07, + 3.433698623211967e-07, + 3.430766923884221e-07, + 3.4277996974196867e-07, + 3.4248697033945064e-07, + 3.4219533517898526e-07, + 3.419063432374969e-07, + 3.416192555505404e-07, + 3.4133447002204775e-07, + 3.4104914448107593e-07, + 3.407660642551491e-07, + 3.4048360930682975e-07, + 3.4020305861304223e-07, + 3.399216552679718e-07, + 3.39639171897943e-07, + 3.393564043108199e-07, + 3.390754557131004e-07, + 3.3879385341606394e-07, + 3.385109437203937e-07, + 3.38229455110195e-07, + 3.3794609066717385e-07, + 3.3766329465834133e-07, + 3.37380839710022e-07, + 3.370960257598199e-07, + 3.368164129824436e-07, + 3.365389034115651e-07, + 3.362623601788073e-07, + 3.359854758855363e-07, + 3.3571015478628397e-07, + 3.3543801691848785e-07, + 3.3516553799017856e-07, + 3.3489405382169934e-07, + 3.3462231385783525e-07, + 3.343575372127816e-07, + 3.3409256161576195e-07, + 3.338265628372028e-07, + 3.3356158724018314e-07, + 3.332948494971788e-07, + 3.330263780298992e-07 + ], + "training_efficiencies": [ + 0.0078125, + 0.007200122345238924, + 0.00913669541478157, + 0.016748487949371338, + -0.0212984811514616, + -0.0053594172932207584, + -0.002523923758417368, + -0.0014712036354467273, + -0.0009272814495489001, + -0.0005997306434437633, + -0.00039285377715714276, + -0.00025010440731421113, + -0.00015163245552685112, + -8.048213203437626e-05, + -2.5179344447678886e-05, + 1.8709122741711326e-05, + 5.3480081987800077e-05, + 8.09031625976786e-05, + 0.0001020052659441717, + 0.00011869821173604578, + 0.00013183167902752757, + 0.0001423654321115464, + 0.00015062808233778924, + 0.00015716321649961174, + 0.0001623083371669054, + 0.00016644265269860625, + 0.00016965708346106112, + 0.00017223482427652925, + 0.0001742068270687014, + 0.00017570485942997038, + 0.0001768653601175174, + 0.00017770864360500127, + 0.0001783046027412638, + 0.00017867336282506585, + 0.00017885507259052247, + 0.0001788449299056083, + 0.00017865674453787506, + 0.00017828999261837453, + 0.0001777625293470919, + 0.00017709123494569212, + 0.00017630432557780296, + 0.00017544126603752375, + 0.0001745416084304452, + 0.00017356398166157305, + 0.0001725754700601101, + 0.0001715380494715646, + 0.00017043457773979753, + 0.00016931223217397928, + 0.00016814228729344904, + 0.0001669384801061824, + 0.00016571175365243107, + 0.00016444250650238246, + 0.00016313888772856444, + 0.0001617627713130787, + 0.00016037658497225493, + 0.0001589115709066391, + 0.00015744558186270297, + 0.0001559408410685137, + 0.00015441281720995903, + 0.00015291252930182964, + 0.0001513844617875293, + 0.00014988567272666842, + 0.00014838551578577608, + 0.0001468993432354182, + 0.00014543936413247138, + 0.00014401467342395335, + 0.00014262321928981692, + 0.000141212745802477, + 0.0001398621388943866, + 0.00013854014105163515, + 0.00013723586744163185, + 0.00013597472570836544, + 0.0001347352663287893, + 0.00013351590314414352, + 0.00013232392666395754, + 0.0001311624946538359, + 0.00013005051005166024, + 0.00012896703265141696, + 0.0001279123971471563, + 0.00012686515401583165, + 0.00012584528303705156, + 0.00012484598846640438, + 0.00012385293666739017, + 0.00012289555161260068, + 0.0001219730984303169, + 0.00012107055226806551, + 0.00012020742724416777, + 0.00011937655654037371, + 0.0001185581277240999, + 0.00011774926679208875, + 0.00011696742876665667, + 0.00011620031000347808, + 0.00011544495646376163, + 0.00011470297613414004, + 0.00011397770867915824, + 0.00011326563253533095, + 0.00011257348523940891, + 0.00011188399366801605, + 0.00011120882845716551, + 0.00011053382331738248, + 0.00010987247515004128, + 0.0001092063685064204, + 0.00010855004074983299, + 0.00010791107342811301, + 0.0001072619270416908, + 0.00010663281864253804, + 0.00010601882968330756, + 0.00010541226220084354, + 0.0001048134799930267, + 0.00010421736078569666, + 0.00010362912871642038, + 0.0001030539206112735, + 0.00010248641774524003, + 0.00010191531328018755, + 0.00010134572221431881, + 0.00010078431660076603, + 0.0001002252975013107, + 9.96847593341954e-05, + 9.915128612192348e-05, + 9.863017476163805e-05, + 9.810543997446075e-05, + 9.7585805633571e-05, + 9.70738401520066e-05, + 9.656650945544243e-05, + 9.606064122635871e-05, + 9.554783900966868e-05, + 9.504918853053823e-05, + 9.454923565499485e-05, + 9.40480749704875e-05, + 9.35581701924093e-05, + 9.307222353527322e-05, + 9.258501086151227e-05, + 9.209201380144805e-05, + 9.160207264358178e-05, + 9.112222323892638e-05, + 9.06523855519481e-05, + 9.019435674417764e-05, + 8.973912190413103e-05, + 8.928854367695749e-05, + 8.884253475116566e-05, + 8.840099326334894e-05, + 8.797040209174156e-05, + 8.754682494327426e-05, + 8.712846465641633e-05, + 8.671878458699211e-05, + 8.631194214103743e-05, + 8.59072242747061e-05, + 8.550512575311586e-05, + 8.509887993568555e-05, + 8.468376472592354e-05, + 8.42702211230062e-05, + 8.385802357224748e-05, + 8.3455081039574e-05, + 8.305592928081751e-05, + 8.266380609711632e-05, + 8.226923819165677e-05, + 8.187611820176244e-05, + 8.148235792759806e-05, + 8.109080226859078e-05, + 8.070794137893245e-05, + 8.033347694436088e-05, + 7.996317435754463e-05, + 7.959880895214155e-05, + 7.92417413322255e-05, + 7.888713298598304e-05, + 7.85393567639403e-05, + 7.818725862307474e-05, + 7.78388639446348e-05, + 7.749407086521387e-05, + 7.71589984651655e-05, + 7.682674913667142e-05, + 7.649826147826388e-05, + 7.61708288337104e-05, + 7.58458481868729e-05, + 7.552315219072625e-05, + 7.520856888731942e-05, + 7.489697600249201e-05, + 7.45882498449646e-05, + 7.428183744195849e-05, + 7.397671288345009e-05, + 7.367604121100157e-05, + 7.337743591051549e-05, + 7.307979831239209e-05, + 7.278167322510853e-05, + 7.24888377590105e-05, + 7.220378756755963e-05, + 7.19241943443194e-05, + 7.164687849581242e-05, + 7.137290958780795e-05, + 7.109888247214258e-05, + 7.082630327204242e-05, + 7.056001049932092e-05, + 7.029924017842859e-05, + 7.004206418059766e-05, + 6.979009776841849e-05, + 6.954222044441849e-05, + 6.929683877388015e-05, + 6.905660120537505e-05, + 6.881607987452298e-05, + 6.857715925434604e-05, + 6.834001396782696e-05, + 6.810615013819188e-05, + 6.787279562558979e-05, + 6.763979763491079e-05, + 6.74094189889729e-05, + 6.717940414091572e-05, + 6.695160118397325e-05, + 6.672758900094777e-05, + 6.65061961626634e-05, + 6.628531991736963e-05, + 6.606760871363804e-05, + 6.585258961422369e-05, + 6.563612259924412e-05, + 6.542105984408408e-05, + 6.520661554532126e-05, + 6.499314622487873e-05, + 6.477992428699508e-05, + 6.457029667217284e-05, + 6.436438707169145e-05, + 6.415820826077834e-05, + 6.395364471245557e-05, + 6.37509292573668e-05, + 6.35461910860613e-05, + 6.33418167126365e-05, + 6.313663470791653e-05, + 6.293343176366761e-05, + 6.27322297077626e-05, + 6.253437459236011e-05, + 6.23405139776878e-05, + 6.215103348949924e-05, + 6.19637212366797e-05, + 6.177612522151321e-05, + 6.158826727187261e-05, + 6.140130426501855e-05, + 6.121687329141423e-05, + 6.1034232203383e-05, + 6.085141285439022e-05, + 6.067130743758753e-05, + 6.0491769545478746e-05, + 6.0313093854347244e-05, + 6.0133665101602674e-05, + 5.9954134485451505e-05, + 5.9775204135803506e-05, + 5.959502959740348e-05, + 5.941353811067529e-05, + 5.9232552303001285e-05, + 5.9053010772913694e-05, + 5.8875943068414927e-05, + 5.86993592150975e-05, + 5.852457616128959e-05, + 5.834902549395338e-05, + 5.817531928187236e-05, + 5.8002828154712915e-05, + 5.783218875876628e-05, + 5.766425601905212e-05, + 5.749829870183021e-05, + 5.7333611039211974e-05, + 5.716844680137001e-05, + 5.7006196584552526e-05, + 5.684353891410865e-05, + 5.668256926583126e-05, + 5.65235095564276e-05, + 5.636446803691797e-05, + 5.620554293273017e-05, + 5.604785110335797e-05, + 5.589093052549288e-05, + 5.573561793426052e-05, + 5.5580821936018765e-05, + 5.542659346247092e-05, + 5.527404209715314e-05, + 5.5121865443652496e-05, + 5.497390156961046e-05, + 5.482601045514457e-05, + 5.468036761158146e-05, + 5.453566700452939e-05, + 5.439162123366259e-05, + 5.424792834674008e-05, + 5.410518861026503e-05, + 5.396362394094467e-05, + 5.382312156143598e-05, + 5.3682302677771077e-05, + 5.354200766305439e-05, + 5.3402502089738846e-05, + 5.326358223101124e-05, + 5.312304347171448e-05, + 5.2983024943387136e-05, + 5.284453436615877e-05, + 5.270581095828675e-05, + 5.2568928367691115e-05, + 5.2434581448324025e-05, + 5.230314491200261e-05, + 5.217322541284375e-05, + 5.2046289056306705e-05, + 5.192007665755227e-05, + 5.179647996556014e-05, + 5.16750878887251e-05, + 5.155490725883283e-05, + 5.143534508533776e-05, + 5.1316877943463624e-05, + 5.11986727360636e-05, + 5.108086406835355e-05, + 5.0964084948645905e-05, + 5.084725489723496e-05, + 5.073038846603595e-05, + 5.061428964836523e-05, + 5.049809624324553e-05, + 5.0381466280668974e-05, + 5.026466533308849e-05, + 5.014851922169328e-05, + 5.0032300350721925e-05, + 4.991776222595945e-05, + 4.9804635636974126e-05, + 4.96916618430987e-05, + 4.957951750839129e-05, + 4.946785338688642e-05, + 4.935710603604093e-05, + 4.92466933792457e-05, + 4.9135756853502244e-05, + 4.902521686744876e-05, + 4.891469870926812e-05, + 4.880435153609142e-05, + 4.8695386794861406e-05, + 4.8584734031464905e-05, + 4.847596210311167e-05, + 4.8367877752752975e-05, + 4.826012809644453e-05, + 4.8152745875995606e-05, + 4.804582567885518e-05, + 4.793900370714255e-05, + 4.7834080760367215e-05, + 4.772734973812476e-05, + 4.7620513214496896e-05, + 4.7513211029581726e-05, + 4.740698932437226e-05, + 4.73009240522515e-05, + 4.7195400838973e-05, + 4.709056520368904e-05, + 4.698516568168998e-05, + 4.6879118599463254e-05, + 4.677279503084719e-05, + 4.6667428250657395e-05, + 4.6563029172830284e-05, + 4.6457527787424624e-05, + 4.6353612560778856e-05, + 4.6250890591181815e-05, + 4.6151180868037045e-05, + 4.605185677064583e-05, + 4.595265272655524e-05, + 4.585348142427392e-05, + 4.575521234073676e-05, + 4.5657561713596806e-05, + 4.556226122076623e-05, + 4.546681884676218e-05, + 4.537212225841358e-05, + 4.527669079834595e-05, + 4.518130299402401e-05, + 4.508658457780257e-05, + 4.499084025155753e-05, + 4.4894062739331275e-05, + 4.479869676288217e-05, + 4.4705964683089405e-05, + 4.46154190285597e-05, + 4.452602661331184e-05, + 4.44360266556032e-05, + 4.434709626366384e-05, + 4.4259242713451385e-05, + 4.4171818444738165e-05, + 4.408431050251238e-05, + 4.399678437039256e-05, + 4.3911804823437706e-05, + 4.382682527648285e-05, + 4.3742445996031165e-05, + 4.365958375274204e-05, + 4.357677244115621e-05, + 4.349135997472331e-05, + 4.340675150160678e-05, + 4.332215030444786e-05, + 4.323787652538158e-05, + 4.315414480515756e-05, + 4.3069572711829096e-05, + 4.2985400796169415e-05, + 4.2903953726636246e-05, + 4.282474037609063e-05, + 4.2746880353661254e-05, + 4.2669485992519185e-05, + 4.259186971466988e-05, + 4.251629070495255e-05, + 4.2441770347068086e-05, + 4.236842505633831e-05, + 4.2294541344745085e-05, + 4.2222363845212385e-05, + 4.2150724766543135e-05, + 4.2080413550138474e-05, + 4.200971307000145e-05, + 4.193854329059832e-05, + 4.186475416645408e-05, + 4.1790579416556284e-05, + 4.171624095761217e-05, + 4.164299389231019e-05, + 4.157003422733396e-05, + 4.1496579797239974e-05, + 4.142337274970487e-05, + 4.134945265832357e-05, + 4.12751869589556e-05, + 4.120224912185222e-05, + 4.112853639526293e-05, + 4.105556581635028e-05, + 4.0983584767673165e-05, + 4.0913084376370534e-05, + 4.0843231545295566e-05, + 4.077489938936196e-05, + 4.0706145227886736e-05, + 4.063755113747902e-05, + 4.056881516589783e-05, + 4.0501174225937575e-05, + 4.0433638787362725e-05, + 4.0366114262724295e-05, + 4.029705451102927e-05, + 4.0227863792097196e-05, + 4.015908416477032e-05, + 4.0090715629048645e-05, + 4.002078276243992e-05, + 3.995071892859414e-05, + 3.988019307143986e-05, + 3.980899418820627e-05, + 3.973838465753943e-05, + 3.966840449720621e-05, + 3.959839523304254e-05, + 3.9528687921119854e-05, + 3.945956632378511e-05, + 3.939154339605011e-05, + 3.932406616513617e-05, + 3.925623605027795e-05, + 3.918937363778241e-05, + 3.912372631020844e-05, + 3.9059323171386495e-05, + 3.8995229260763153e-05, + 3.893079701811075e-05, + 3.886666308972053e-05, + 3.88027292501647e-05, + 3.873892637784593e-05, + 3.8674497773172334e-05, + 3.861059303744696e-05, + 3.854678652714938e-05, + 3.8482306990772486e-05, + 3.841867146547884e-05, + 3.8355105061782524e-05, + 3.829164779745042e-05, + 3.822847065748647e-05, + 3.816522075794637e-05, + 3.8102210965007544e-05, + 3.804004882113077e-05, + 3.7977108149789274e-05, + 3.791451672441326e-05, + 3.785326407523826e-05, + 3.779258258873597e-05, + 3.77330397896003e-05, + 3.767354428418912e-05, + 3.7614732718793675e-05, + 3.7555979361059144e-05, + 3.7496847653528675e-05, + 3.743803608813323e-05, + 3.73786679119803e-05, + 3.7319696275517344e-05, + 3.72613976651337e-05, + 3.7202997191343457e-05, + 3.7144967791391537e-05, + 3.7086778320372105e-05, + 3.702776666614227e-05, + 3.696857675095089e-05, + 3.69079461961519e-05, + 3.684771218104288e-05, + 3.67883185390383e-05, + 3.672905222629197e-05, + 3.667022247100249e-05, + 3.661155642475933e-05, + 3.6552894016494974e-05, + 3.649452264653519e-05, + 3.643605305114761e-05, + 3.637810732470825e-05, + 3.632033258327283e-05, + 3.626290344982408e-05, + 3.620596544351429e-05, + 3.614907109295018e-05, + 3.609378472901881e-05, + 3.6038447433384135e-05, + 3.598323746700771e-05, + 3.592827852116898e-05, + 3.587229366530664e-05, + 3.581653436413035e-05, + 3.576134622562677e-05, + 3.5705881600733846e-05, + 3.5650980862556025e-05, + 3.559620745363645e-05, + 3.5542441764846444e-05, + 3.5489341826178133e-05, + 3.543577258824371e-05, + 3.538175587891601e-05, + 3.532800838002004e-05, + 3.527460648911074e-05, + 3.5221710277255625e-05, + 3.5169785405742005e-05, + 3.511830800562166e-05, + 3.506668872432783e-05, + 3.501556420815177e-05, + 3.496472709230147e-05, + 3.491433017188683e-05, + 3.4864289773395285e-05, + 3.481391831883229e-05, + 3.476444908301346e-05, + 3.4715245419647545e-05, + 3.4666285500861704e-05, + 3.4617325582075864e-05, + 3.456806007307023e-05, + 3.4518827305873856e-05, + 3.446997288847342e-05, + 3.442176239332184e-05, + 3.437300256337039e-05, + 3.432402081671171e-05, + 3.427493356866762e-05, + 3.422527515795082e-05, + 3.417554762563668e-05, + 3.412652949918993e-05, + 3.407790791243315e-05, + 3.403022128622979e-05, + 3.398245098651387e-05, + 3.3934782550204545e-05, + 3.388736513443291e-05, + 3.383945659152232e-05, + 3.379146073712036e-05, + 3.3744920074241236e-05, + 3.369921614648774e-05, + 3.365355223650113e-05, + 3.360857954248786e-05, + 3.35641234414652e-05, + 3.351965642650612e-05, + 3.3475451346021146e-05, + 3.343049684190191e-05, + 3.3385564165655524e-05, + 3.334132270538248e-05, + 3.3297161280643195e-05, + 3.325287252664566e-05, + 3.320866380818188e-05, + 3.3164440537802875e-05, + 3.311994078103453e-05, + 3.307558654341847e-05, + 3.3031596103683114e-05, + 3.2987849408527836e-05, + 3.294326234026812e-05, + 3.28995447489433e-05, + 3.28561472997535e-05, + 3.281347744632512e-05, + 3.277067298768088e-05, + 3.2728716178098693e-05, + 3.268683940405026e-05, + 3.264477345510386e-05, + 3.2603613362880424e-05, + 3.256228592363186e-05, + 3.2520427339477465e-05, + 3.247860513511114e-05, + 3.2436655601486564e-05, + 3.2395248126704246e-05, + 3.2352469133911654e-05, + 3.2309213565895334e-05, + 3.226597254979424e-05, + 3.222264422220178e-05, + 3.217909761588089e-05, + 3.213646050426178e-05, + 3.209387432434596e-05, + 3.2051415473688394e-05, + 3.200843639206141e-05, + 3.1966166716301814e-05, + 3.192418807884678e-05, + 3.188256960129365e-05, + 3.184167144354433e-05, + 3.180076237185858e-05, + 3.1760566344019026e-05, + 3.1720777769805863e-05, + 3.168111288687214e-05, + 3.16412842948921e-05, + 3.160123742418364e-05, + 3.156123057124205e-05, + 3.152177669107914e-05, + 3.148267569486052e-05, + 3.1443451007362455e-05, + 3.1404761102749035e-05, + 3.136595478281379e-05, + 3.1326853786595166e-05, + 3.128837124677375e-05, + 3.125042712781578e-05, + 3.121259214822203e-05, + 3.117500455118716e-05, + 3.1137180485529825e-05, + 3.109982571913861e-05, + 3.106318763457239e-05, + 3.10265168081969e-05, + 3.099028981523588e-05, + 3.09538772853557e-05, + 3.0916635296307504e-05, + 3.0879094992997125e-05, + 3.084224590566009e-05, + 3.080536043853499e-05, + 3.076787470490672e-05, + 3.073080733884126e-05, + 3.069396916544065e-05, + 3.065807686652988e-05, + 3.0621715268353e-05, + 3.0585233616875485e-05, + 3.0548970244126394e-05, + 3.0512752346112393e-05, + 3.0477327527478337e-05, + 3.0442186471191235e-05, + 3.040804404008668e-05, + 3.0373457775567658e-05, + 3.0339331715367734e-05, + 3.0305534892249852e-05, + 3.0271754440036602e-05, + 3.0237421015044674e-05, + 3.0203065762179904e-05, + 3.0169409001246095e-05, + 3.0135848646750674e-05, + 3.01022100757109e-05, + 3.0067532861721702e-05, + 3.00326992146438e-05, + 2.999874959641602e-05, + 2.9964905479573645e-05, + 2.9931183235021308e-05, + 2.9896831620135345e-05, + 2.986215076816734e-05, + 2.9827449907315895e-05, + 2.979290184157435e-05, + 2.9757991796941496e-05, + 2.9722865292569622e-05, + 2.9687551432289183e-05, + 2.9651988370460458e-05, + 2.961693644465413e-05, + 2.9581660783151165e-05, + 2.9545690267696045e-05, + 2.9509714295272715e-05, + 2.947419125121087e-05, + 2.9438890123856254e-05, + 2.9403961889329366e-05, + 2.9368935429374687e-05, + 2.933358700829558e-05, + 2.929903712356463e-05, + 2.926455272245221e-05, + 2.9230201107566245e-05, + 2.919675716839265e-05, + 2.9163813451305032e-05, + 2.913105345214717e-05, + 2.909849899879191e-05, + 2.9065824492136016e-05, + 2.903280437749345e-05, + 2.8999769710935652e-05, + 2.8966938771191053e-05, + 2.8934391593793407e-05, + 2.890204450523015e-05, + 2.88691862806445e-05, + 2.8836922865593806e-05, + 2.8805230613215826e-05, + 2.8773152735084295e-05, + 2.874067831726279e-05, + 2.8708103855024092e-05, + 2.8675711291725747e-05, + 2.8643227778957225e-05, + 2.861078428395558e-05, + 2.8578748242580332e-05, + 2.8547010515467264e-05, + 2.8515369194792584e-05, + 2.8483947971835732e-05, + 2.8452968763303943e-05, + 2.8422437026165426e-05, + 2.8391712476150133e-05, + 2.8361186195979826e-05, + 2.8330827262834646e-05, + 2.830047560564708e-05, + 2.827042044373229e-05, + 2.824043986038305e-05, + 2.8210570235387422e-05, + 2.8180280423839577e-05, + 2.8149792342446744e-05, + 2.8119044145569205e-05, + 2.808809222187847e-05, + 2.8057023882865906e-05, + 2.8026070140185766e-05, + 2.7994634365313686e-05, + 2.7963336833636276e-05, + 2.7932530429097824e-05, + 2.790182043099776e-05, + 2.7871896236320026e-05, + 2.784228854579851e-05, + 2.7813290216727182e-05, + 2.7784475605585612e-05, + 2.7756412237067707e-05, + 2.7728241548174992e-05, + 2.7700643840944394e-05, + 2.767307341855485e-05, + 2.7645943191600963e-05, + 2.761935866146814e-05, + 2.7592510377871804e-05, + 2.756546928139869e-05, + 2.753840271907393e-05, + 2.7510341169545427e-05, + 2.7482614314067177e-05, + 2.7454374503577128e-05, + 2.742643300734926e-05, + 2.739840783760883e-05, + 2.7370719180908054e-05, + 2.7342955945641734e-05, + 2.7315076295053586e-05, + 2.728670915530529e-05, + 2.7258070986135863e-05, + 2.7229119950789027e-05, + 2.719988151511643e-05, + 2.717055940593127e-05, + 2.7140868041897193e-05, + 2.711120578169357e-05, + 2.708133979467675e-05, + 2.7051917641074397e-05, + 2.7022415451938286e-05, + 2.699275137274526e-05, + 2.696279807423707e-05, + 2.6933063054457307e-05, + 2.69038191618165e-05, + 2.6875559342443012e-05, + 2.6847264962270856e-05, + 2.6818861442734487e-05, + 2.6790932679432444e-05, + 2.6762698325910605e-05, + 2.6734602215583436e-05, + 2.6706531571107917e-05, + 2.6678239009925164e-05, + 2.6649897336028516e-05, + 2.662196675373707e-05, + 2.6593919756123796e-05, + 2.6565883672446944e-05, + 2.6537552912486717e-05, + 2.6509393137530424e-05, + 2.648110421432648e-05, + 2.6452975362190045e-05, + 2.6425206669955514e-05, + 2.639796548464801e-05, + 2.637138095451519e-05, + 2.634484008012805e-05, + 2.631864663271699e-05, + 2.629309346957598e-05, + 2.6267576686223038e-05, + 2.6242187232128344e-05, + 2.6217005142825656e-05, + 2.619246515678242e-05, + 2.6167592295678332e-05, + 2.614234108477831e-05, + 2.611696436360944e-05, + 2.609132025099825e-05, + 2.6065343263326213e-05, + 2.603930261102505e-05, + 2.601327287266031e-05, + 2.5987057597376406e-05, + 2.5960791390389204e-05, + 2.5934155928553082e-05, + 2.5907276722136885e-05, + 2.5880375687847845e-05, + 2.5853321858448908e-05, + 2.5826340788626112e-05, + 2.5799177819862962e-05, + 2.577192753960844e-05, + 2.5745017410372384e-05, + 2.571824188635219e-05, + 2.5691493647173047e-05, + 2.566478906373959e-05, + 2.5638284569140524e-05, + 2.561173459980637e-05, + 2.5585184630472213e-05, + 2.5558920242474414e-05, + 2.5532639483571984e-05, + 2.5506236852379516e-05, + 2.548039446992334e-05, + 2.5454792194068432e-05, + 2.542977745179087e-05, + 2.5404920961591415e-05, + 2.5380013539688662e-05, + 2.5355397156090476e-05, + 2.5331002689199522e-05, + 2.5306770112365484e-05, + 2.528303230064921e-05, + 2.5259099857066758e-05, + 2.5235418434021994e-05, + 2.5211995307472534e-05, + 2.5189019652316347e-05, + 2.5166369596263394e-05, + 2.514375591999851e-05, + 2.512104038032703e-05, + 2.5099025151575916e-05, + 2.507699900888838e-05, + 2.505479278624989e-05, + 2.5032428311533295e-05, + 2.501008566468954e-05, + 2.4987948563648388e-05, + 2.4965898774098605e-05, + 2.494387445040047e-05, + 2.4921580916270614e-05, + 2.489943290129304e-05, + 2.4876706447685137e-05, + 2.4853994545992464e-05, + 2.4831162590999156e-05, + 2.480809052940458e-05, + 2.4785496862023138e-05, + 2.4762661269051023e-05, + 2.473988388373982e-05, + 2.471697371220216e-05, + 2.469413993821945e-05, + 2.4671569917700253e-05, + 2.4648768885526806e-05, + 2.46261424763361e-05, + 2.460358700773213e-05, + 2.45810006163083e-05, + 2.455850517435465e-05, + 2.4536155251553282e-05, + 2.451352156640496e-05, + 2.4490829673595726e-05, + 2.446820872137323e-05, + 2.444564233883284e-05, + 2.442309050820768e-05, + 2.440076059428975e-05, + 2.4378043235628866e-05, + 2.435536589473486e-05, + 2.4332746761501767e-05, + 2.430991480650846e-05, + 2.4287124688271433e-05, + 2.4264090825454332e-05, + 2.424118429189548e-05, + 2.4218184989877045e-05, + 2.419508200546261e-05, + 2.4172113626264036e-05, + 2.414919617876876e-05, + 2.4126104108290747e-05, + 2.4102766474243253e-05, + 2.4079492504824884e-05, + 2.405633858870715e-05, + 2.4033011868596077e-05, + 2.4009787011891603e-05, + 2.398636206635274e-05, + 2.396290801698342e-05, + 2.3939724997035228e-05, + 2.3916336431284435e-05, + 2.3893097022664733e-05, + 2.3869850338087417e-05, + 2.3846610929467715e-05, + 2.382347702223342e-05, + 2.3800455892342143e-05, + 2.377752934989985e-05, + 2.3754691937938333e-05, + 2.3732307454338297e-05, + 2.37098920479184e-05, + 2.3687491193413734e-05, + 2.366526678088121e-05, + 2.364306419622153e-05, + 2.3621063519385643e-05, + 2.3599232008564286e-05, + 2.357803714403417e-05, + 2.3557002350571565e-05, + 2.3535636501037516e-05, + 2.3514419808634557e-05, + 2.3493448679801077e-05, + 2.347234112676233e-05, + 2.345118082303088e-05, + 2.3429876819136553e-05, + 2.3408820197801106e-05, + 2.3387654437101446e-05, + 2.336674151592888e-05, + 2.3345741283264942e-05, + 2.33245846175123e-05, + 2.330350980628282e-05, + 2.328225309611298e-05, + 2.3260723537532613e-05, + 2.32394286285853e-05, + 2.3217749912873842e-05, + 2.3196471374831162e-05, + 2.31753037951421e-05, + 2.3154198061092757e-05, + 2.3133026843424886e-05, + 2.311195567017421e-05, + 2.3091146431397647e-05, + 2.3070062525221147e-05, + 2.3048860384733416e-05, + 2.3027863790048286e-05, + 2.3006647097645327e-05, + 2.2985419491305947e-05, + 2.2964333766140044e-05, + 2.2943466319702566e-05, + 2.2922515199752524e-05, + 2.2901462216395885e-05, + 2.28806420636829e-05, + 2.2859809178044088e-05, + 2.2839027224108577e-05, + 2.2818097932031378e-05, + 2.2797539713792503e-05, + 2.27771215577377e-05, + 2.275696533615701e-05, + 2.273688187415246e-05, + 2.2717138563166372e-05, + 2.2697629901813343e-05, + 2.2678044842905365e-05, + 2.2658465240965597e-05, + 2.2639149392489344e-05, + 2.2619831725023687e-05, + 2.2600548618356697e-05, + 2.2581165467272513e-05, + 2.2561938749277033e-05, + 2.2542675651493482e-05, + 2.252345257147681e-05, + 2.2504274966195226e-05, + 2.248507007607259e-05, + 2.2465635993285105e-05, + 2.2446070943260565e-05, + 2.2426396753871813e-05, + 2.2406740754377097e-05, + 2.2386901036952622e-05, + 2.2367112251231447e-05, + 2.2347387130139396e-05, + 2.2327727492665872e-05, + 2.230825339211151e-05, + 2.2288906620815396e-05, + 2.2269674445851706e-05, + 2.225036223535426e-05, + 2.223121737188194e-05, + 2.2211865143617615e-05, + 2.219257839897182e-05, + 2.2173371689859778e-05, + 2.215411950601265e-05, + 2.213525840488728e-05, + 2.211631363024935e-05, + 2.2097736291470937e-05, + 2.207929537689779e-05, + 2.2060999981476925e-05, + 2.2042537239030935e-05, + 2.2023992642061785e-05, + 2.200543531216681e-05, + 2.1986903448123485e-05, + 2.1968568034935743e-05, + 2.1950241716695018e-05, + 2.1932017261860892e-05, + 2.1913801901973784e-05, + 2.189578299294226e-05, + 2.1878004190512e-05, + 2.1860219931113534e-05, + 2.184222830692306e-05, + 2.182395473937504e-05, + 2.180559931730386e-05, + 2.178714203182608e-05, + 2.1769052182207815e-05, + 2.1750916857854463e-05, + 2.173267785110511e-05, + 2.1714429749408737e-05, + 2.169629260606598e-05, + 2.1678082703147084e-05, + 2.16597782127792e-05, + 2.1641208149958402e-05, + 2.1622681742883287e-05, + 2.16041171370307e-05, + 2.158555253117811e-05, + 2.1567309886449948e-05, + 2.1549054508795962e-05, + 2.1530813683057204e-05, + 2.151235457859002e-05, + 2.1494124666787684e-05, + 2.1475980247487314e-05, + 2.1457999537233263e-05, + 2.144013524230104e-05, + 2.14224164665211e-05, + 2.1404661310953088e-05, + 2.138704621756915e-05, + 2.136947114195209e-05, + 2.135201430064626e-05, + 2.133450652763713e-05, + 2.1316927814041264e-05, + 2.1299332729540765e-05, + 2.1281850422383286e-05, + 2.1264324459480122e-05, + 2.12467184610432e-05, + 2.122919977409765e-05, + 2.121156830980908e-05, + 2.1193969587329775e-05, + 2.117639269272331e-05, + 2.115866845997516e-05, + 2.1141264369362034e-05, + 2.1123996702954173e-05, + 2.110678360622842e-05, + 2.1089550500619225e-05, + 2.1072415620437823e-05, + 2.1055479010101408e-05, + 2.1038522390881553e-05, + 2.1021623979322612e-05, + 2.100470919685904e-05, + 2.0988229152862914e-05, + 2.0971736375940964e-05, + 2.0955178115400486e-05, + 2.0938685338478535e-05, + 2.0922079784213565e-05, + 2.0905370547552593e-05 + ], + "stabilities": [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922925233840942, + 0.9982877969741821, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9898169040679932, + 1.0, + 0.9924006462097168, + 1.0, + 0.9788902401924133, + 0.9831826090812683, + 0.9771353006362915, + 0.975051999092102, + 0.967269241809845, + 1.0, + 0.9698435664176941, + 0.9788171648979187, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866405129432678, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937200546264648, + 0.9942947626113892, + 1.0, + 0.9648327827453613, + 1.0, + 1.0, + 0.9974803924560547, + 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, + 0.9910696744918823, + 1.0, + 1.0, + 0.9932570457458496, + 1.0, + 1.0, + 1.0, + 0.9993451833724976, + 0.9856073260307312, + 0.9972693920135498, + 0.9956666231155396, + 1.0, + 0.9958086609840393, + 1.0, + 1.0, + 0.9849345088005066, + 0.9833585023880005, + 1.0, + 0.9745506644248962, + 0.9799105525016785, + 1.0, + 1.0, + 0.9829655885696411, + 0.9972890019416809, + 1.0, + 1.0, + 0.9928240180015564, + 0.9969351887702942, + 0.9866014719009399, + 1.0, + 0.9937071204185486, + 1.0, + 0.9942421317100525, + 1.0, + 1.0, + 0.9878759384155273, + 1.0, + 0.9835558533668518, + 0.9900184869766235, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913879632949829, + 1.0, + 1.0, + 1.0, + 0.9994418621063232, + 1.0, + 0.9802125692367554, + 1.0, + 0.991661548614502, + 1.0, + 1.0, + 0.9982364773750305, + 1.0, + 1.0, + 1.0, + 0.985483705997467, + 1.0, + 1.0, + 0.9907928705215454, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930287599563599, + 0.9924314022064209, + 0.9893894791603088, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875864386558533, + 0.9959214925765991, + 0.999798595905304, + 0.9910918474197388, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9900646209716797, + 1.0, + 0.9946632981300354, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9902178645133972, + 0.9901811480522156, + 1.0, + 0.9970542788505554, + 0.9915816783905029, + 1.0, + 0.9921390414237976, + 1.0, + 1.0, + 1.0, + 0.9829277992248535, + 1.0, + 0.9996967911720276, + 1.0, + 1.0, + 1.0, + 0.9855248332023621, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958118796348572, + 1.0, + 1.0, + 1.0, + 0.9926005005836487, + 0.9833751320838928, + 0.990674614906311, + 1.0, + 0.9976174831390381, + 1.0, + 1.0, + 0.9863936901092529, + 0.9884915947914124, + 0.9953348636627197, + 0.9886730313301086, + 0.9925354719161987, + 0.9994972348213196, + 0.9875499606132507, + 1.0, + 1.0, + 1.0, + 0.9945303201675415, + 1.0, + 1.0, + 0.9979828596115112, + 1.0, + 0.9987582564353943, + 0.9915663003921509, + 0.9963847398757935, + 1.0, + 0.9936404228210449, + 0.9955722093582153, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9910448789596558, + 0.9900993704795837, + 1.0, + 1.0, + 0.9994438290596008, + 1.0, + 1.0, + 1.0, + 0.9983497262001038, + 0.998088002204895, + 0.9911402463912964, + 0.987396776676178, + 0.9847484230995178, + 0.9966456294059753, + 1.0, + 1.0, + 1.0, + 0.9937909841537476, + 0.9975623488426208, + 1.0, + 0.9923223853111267, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995574355125427, + 0.9943217635154724, + 1.0, + 0.9972448348999023, + 1.0, + 0.9969068169593811, + 1.0, + 0.9965539574623108, + 0.9912975430488586, + 0.9953294992446899, + 1.0, + 1.0, + 0.9893213510513306, + 1.0, + 0.9965842366218567, + 0.9950620532035828, + 1.0, + 1.0, + 0.9996926784515381, + 1.0, + 0.9966062307357788, + 1.0, + 1.0, + 0.9959105253219604, + 1.0, + 0.978831946849823, + 1.0, + 0.991832971572876, + 0.999941349029541, + 1.0, + 1.0, + 0.9997860789299011, + 0.9981719255447388, + 0.998850405216217, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955011606216431, + 1.0, + 0.9930799007415771, + 0.9877440929412842, + 0.9848963022232056, + 0.994448184967041, + 0.9828807711601257, + 1.0, + 0.984928548336029, + 0.9877018332481384, + 0.9955706000328064, + 1.0, + 0.9967616200447083, + 1.0, + 1.0, + 0.9966458678245544, + 1.0, + 1.0, + 0.9989249110221863, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9910063743591309, + 0.9930939674377441, + 1.0, + 0.998004138469696, + 1.0, + 0.9976427555084229, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9928202033042908, + 1.0, + 0.9883052110671997, + 0.9995118379592896, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9874818325042725, + 1.0, + 1.0, + 1.0, + 0.9953644275665283, + 1.0, + 1.0, + 0.9988312721252441, + 1.0, + 1.0, + 1.0, + 0.9964856505393982, + 0.996675431728363, + 1.0, + 0.9904242157936096, + 0.9939389228820801, + 0.975829005241394, + 1.0, + 1.0, + 1.0, + 0.9964682459831238, + 0.9988560676574707, + 0.9809815883636475, + 1.0, + 0.9971667528152466, + 1.0, + 1.0, + 0.9981447458267212, + 1.0, + 1.0, + 0.9905282855033875, + 0.9773516058921814, + 0.9812210202217102, + 0.9920575618743896, + 1.0, + 0.9928302764892578, + 0.9926441311836243, + 1.0, + 1.0, + 1.0, + 0.9754809141159058, + 1.0, + 0.9974608421325684, + 0.986469030380249, + 1.0, + 1.0, + 0.9955533742904663, + 1.0, + 1.0, + 0.9981696605682373, + 1.0, + 0.9998682141304016, + 0.9721212983131409, + 0.976937472820282, + 0.9870368242263794, + 0.998714804649353, + 1.0, + 0.9779961705207825, + 0.9899346232414246, + 0.9882237315177917, + 1.0, + 0.9807689189910889, + 0.9964233636856079, + 0.9855576753616333, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9894139170646667, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9862750172615051, + 1.0, + 0.9941316843032837, + 0.9905513525009155, + 0.9834201335906982, + 0.995100200176239, + 0.9820528030395508, + 1.0, + 1.0, + 1.0, + 0.9878163933753967, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998100757598877, + 0.9980579018592834, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960089325904846, + 0.9955456256866455, + 1.0, + 0.999850869178772, + 0.9957880973815918, + 0.9881157279014587, + 0.9960983395576477, + 1.0, + 0.989770770072937, + 0.9857442378997803, + 0.9851132035255432, + 0.9990591406822205, + 1.0, + 0.9991447329521179, + 1.0, + 1.0, + 1.0, + 0.9958271384239197, + 1.0, + 1.0, + 0.9907218217849731, + 1.0, + 1.0, + 0.9994117021560669, + 1.0, + 1.0, + 0.990329384803772, + 1.0, + 0.9984618425369263, + 0.9823028445243835, + 0.9944536685943604, + 0.9849414825439453, + 1.0, + 0.9920955896377563, + 1.0, + 1.0, + 0.9981986880302429, + 1.0, + 0.9970507621765137, + 0.9922401905059814, + 1.0, + 0.9972661137580872, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974160194396973, + 0.9898199439048767, + 1.0, + 0.9964487552642822, + 1.0, + 1.0, + 0.9990994930267334, + 1.0, + 0.9948230385780334, + 1.0, + 0.9978318810462952, + 0.995101809501648, + 1.0, + 0.9752790331840515, + 1.0, + 1.0, + 0.999003529548645, + 1.0, + 0.9996687173843384, + 0.9934818744659424, + 1.0, + 0.9934583902359009, + 1.0, + 0.9854449033737183, + 0.9910779595375061, + 1.0, + 1.0, + 0.9987077713012695, + 0.9970239996910095, + 0.9941786527633667, + 0.9850069880485535, + 0.9948694705963135, + 1.0, + 0.9937039613723755, + 0.9977928996086121, + 0.9947943091392517, + 0.9961854815483093, + 1.0, + 0.9854073524475098, + 0.9978926777839661, + 0.9983726739883423, + 1.0, + 1.0, + 1.0, + 0.9955491423606873, + 0.9900608658790588, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9891019463539124, + 0.9952939748764038, + 0.9839950203895569, + 1.0, + 1.0, + 0.9980291724205017, + 1.0, + 1.0, + 0.9727237224578857, + 0.9852516055107117, + 1.0, + 0.9878969192504883, + 0.991655707359314, + 1.0, + 0.997296154499054, + 1.0, + 1.0, + 0.9876765012741089, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999616146087646, + 0.9950520396232605, + 0.9975330233573914, + 1.0, + 0.9835776686668396, + 0.9957154393196106, + 0.9862804412841797, + 1.0, + 0.9831790328025818, + 1.0, + 1.0, + 0.9814313054084778, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9900609850883484, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9823240637779236, + 1.0, + 1.0, + 1.0, + 0.9866405129432678, + 0.9962666034698486, + 0.9944442510604858, + 0.9856580495834351, + 1.0, + 0.9854779243469238, + 0.9927858114242554, + 0.9997868537902832, + 1.0, + 1.0, + 1.0, + 0.9890499114990234, + 0.9938769936561584, + 1.0, + 0.989120602607727, + 1.0, + 1.0, + 0.9871307015419006, + 0.9887864589691162, + 0.9999018907546997, + 0.996173620223999, + 1.0, + 0.9902410507202148, + 0.9836010336875916, + 1.0, + 0.9904151558876038, + 1.0, + 1.0, + 1.0, + 0.9842586517333984, + 1.0, + 1.0, + 0.9915695786476135, + 0.9967731237411499, + 0.9770088195800781, + 1.0, + 1.0, + 0.996893584728241, + 1.0, + 0.9807265996932983, + 0.9946655631065369, + 0.9740818738937378, + 1.0, + 0.9893597960472107, + 0.9928506016731262, + 1.0, + 1.0, + 1.0, + 0.9822350740432739, + 0.9995718002319336, + 1.0, + 1.0, + 1.0, + 0.9772279262542725, + 0.9994214177131653, + 0.9990218877792358, + 1.0, + 1.0, + 1.0, + 0.9982084035873413, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9883384704589844, + 1.0, + 1.0, + 1.0, + 0.9901773929595947, + 0.9967421889305115, + 0.9922327399253845, + 1.0, + 1.0, + 0.9801247715950012, + 1.0, + 0.9988136887550354, + 0.9762824177742004, + 0.9877390265464783, + 0.9970554113388062, + 0.9962553977966309, + 1.0, + 1.0, + 1.0, + 0.9964385628700256, + 0.9939162135124207, + 0.9964612722396851, + 1.0, + 0.9845092296600342, + 0.9848589897155762, + 1.0, + 1.0, + 1.0, + 0.9969602823257446, + 1.0, + 1.0, + 0.9899452924728394, + 0.9932979941368103, + 0.9996008276939392, + 0.9955888390541077, + 0.9883118867874146, + 0.9880770444869995, + 1.0, + 0.996025562286377, + 0.9971386194229126, + 1.0, + 0.9927539825439453, + 0.9999215602874756, + 0.998646080493927, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988064169883728, + 1.0, + 0.9982395172119141, + 0.9867731928825378, + 0.9994972944259644, + 0.9768291115760803, + 0.9918579459190369, + 0.9819290041923523, + 0.9960648417472839, + 0.9762166738510132, + 1.0, + 0.9819481372833252, + 1.0, + 0.986299991607666, + 0.9820849299430847, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9902724027633667, + 1.0, + 0.9917632341384888, + 1.0, + 0.9902510046958923, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9878069162368774, + 1.0, + 1.0, + 1.0, + 0.9952893257141113, + 0.9859961271286011, + 0.9687719345092773, + 1.0, + 1.0, + 0.9856153726577759, + 1.0, + 0.9974620342254639, + 1.0, + 1.0, + 1.0, + 0.98809814453125, + 1.0, + 1.0, + 1.0, + 0.9964240789413452, + 1.0, + 0.9968125820159912, + 0.9895809292793274, + 0.9834262728691101, + 0.978365957736969, + 1.0, + 0.9892710447311401, + 0.9777184724807739, + 1.0, + 0.9970393776893616, + 0.9940612316131592, + 0.9765942692756653, + 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, + 0.9996811747550964, + 1.0, + 1.0, + 0.9899476170539856, + 0.9974790811538696, + 1.0, + 1.0, + 0.9949219226837158, + 1.0, + 1.0, + 0.9916019439697266, + 1.0, + 1.0, + 0.9812279343605042, + 0.9930675625801086, + 0.9792741537094116, + 0.9959844946861267, + 1.0, + 0.990608274936676, + 0.9931589961051941, + 0.9955450892448425, + 0.9816684722900391, + 1.0, + 0.9916232228279114, + 0.9912084341049194, + 0.9830901026725769, + 0.9877220988273621, + 1.0, + 1.0, + 0.9712088108062744, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927566647529602, + 0.9980409741401672, + 1.0, + 1.0, + 0.9955409169197083, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9812292456626892, + 1.0, + 0.9994494915008545, + 1.0, + 0.9990392327308655, + 0.9903820753097534, + 1.0, + 0.9943578243255615, + 0.9990353584289551, + 1.0, + 0.9980002045631409, + 0.9957088232040405, + 1.0, + 1.0, + 0.9990132451057434, + 0.9997017979621887, + 1.0, + 0.9924784302711487, + 1.0, + 1.0, + 0.9995769262313843, + 1.0, + 1.0, + 1.0, + 0.9967506527900696, + 1.0, + 1.0, + 0.9964617490768433, + 0.9998929500579834, + 1.0, + 1.0, + 0.9994940757751465, + 0.997085690498352, + 1.0, + 0.9980239272117615, + 1.0, + 1.0, + 0.9906010031700134, + 1.0, + 0.9959500432014465, + 1.0, + 1.0, + 0.997694194316864, + 0.9973293542861938, + 0.998214840888977, + 0.9983835816383362, + 0.9823282957077026, + 1.0, + 1.0, + 0.9943832755088806, + 1.0, + 0.993079423904419, + 0.9943719506263733, + 0.9729605317115784, + 0.994511067867279, + 1.0, + 0.9951186776161194, + 0.9904065728187561, + 1.0, + 1.0, + 1.0, + 0.9904172420501709, + 1.0, + 0.9900192022323608, + 1.0, + 1.0, + 0.9981832504272461, + 1.0, + 1.0, + 0.9911814332008362, + 1.0, + 0.983659565448761, + 0.9969398975372314, + 0.9993685483932495, + 1.0, + 0.9972763061523438, + 0.9897757768630981, + 1.0, + 1.0, + 0.9923760294914246, + 1.0, + 1.0, + 0.995471179485321, + 0.9918489456176758, + 1.0, + 1.0, + 0.9911169409751892, + 1.0, + 0.9997066259384155, + 1.0, + 0.9844517111778259, + 0.9954130053520203, + 0.9890905618667603, + 0.9985705018043518, + 0.9849603772163391, + 0.9901135563850403, + 1.0, + 1.0, + 0.9885443449020386, + 1.0, + 1.0, + 1.0, + 0.9937646389007568, + 1.0, + 0.9997471570968628, + 0.9996929168701172, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999499499797821, + 0.9986534118652344, + 0.9989281296730042, + 0.9926967620849609, + 0.9953800439834595, + 0.9961116909980774, + 1.0, + 0.9933070540428162, + 1.0, + 0.9986278414726257, + 0.9978084564208984, + 1.0, + 0.9817273616790771, + 1.0, + 0.9824727177619934, + 0.9945301413536072, + 0.9941404461860657, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912692904472351, + 1.0, + 0.9963605999946594, + 1.0, + 0.9911664724349976, + 0.9885619878768921, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981842577457428, + 1.0, + 1.0, + 1.0, + 0.9957542419433594, + 1.0, + 1.0, + 1.0, + 0.9995229840278625, + 1.0, + 1.0, + 0.9845885634422302, + 1.0, + 1.0, + 1.0, + 0.9896416068077087, + 0.9971314072608948, + 0.9930477142333984, + 0.9953787326812744, + 0.9937634468078613, + 1.0, + 0.9939230680465698, + 0.9997029900550842, + 0.9953519105911255, + 1.0, + 1.0, + 1.0, + 0.9955316185951233, + 1.0, + 1.0, + 0.9969882369041443, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9837475419044495, + 0.99425208568573, + 0.9986499547958374, + 1.0, + 0.9961297512054443, + 0.9903040528297424, + 1.0, + 0.9982365369796753, + 1.0, + 0.9759883284568787, + 1.0, + 1.0, + 0.9980508089065552, + 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_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_trial_metrics.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_trial_metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..1a72751d961f848b2855af23a82e0d5917982c93 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_trial_metrics.json @@ -0,0 +1,18058 @@ +{ + "scalar": { + "frame": 10000000.0, + "total_reward_ma": 7824.09326171875, + "strength": 5384.10791015625, + "max_strength": 6437.93310546875, + "final_strength": 6143.69970703125, + "sample_efficiency": 3.352065220951772e-07, + "training_efficiency": 2.1110901798238046e-05, + "stability": 0.9963704943656921, + "consistency": 0.8476770520210266 + }, + "local": { + "mean_returns": [ + [ + 58.33333206176758, + 1860.0, + 2821.25, + 2950.0, + 3066.45166015625, + 3073.611083984375, + 3178.9130859375, + 3149.230712890625, + 3151.896484375, + 3198.823486328125, + 3150.410888671875, + 3145.48779296875, + 3151.976806640625, + 3180.842041015625, + 3235.0, + 3256.39990234375, + 3220.800048828125, + 3262.39990234375, + 3274.300048828125, + 3287.0, + 3354.5, + 3391.10009765625, + 3425.800048828125, + 3460.800048828125, + 3460.5, + 3470.89990234375, + 3472.199951171875, + 3508.39990234375, + 3526.699951171875, + 3547.5, + 3576.800048828125, + 3656.699951171875, + 3648.0, + 3643.800048828125, + 3643.199951171875, + 3701.89990234375, + 3771.5, + 3902.800048828125, + 3987.699951171875, + 4001.89990234375, + 4088.300048828125, + 4172.2001953125, + 4242.39990234375, + 4231.60009765625, + 4178.89990234375, + 4231.2001953125, + 4257.2998046875, + 4319.60009765625, + 4358.7001953125, + 4302.39990234375, + 4270.0, + 4416.7998046875, + 4502.60009765625, + 4555.7998046875, + 4566.60009765625, + 4679.7001953125, + 4696.5, + 4834.2001953125, + 5002.60009765625, + 5028.60009765625, + 5114.89990234375, + 5128.7001953125, + 5241.39990234375, + 5314.7998046875, + 5455.0, + 5493.89990234375, + 5526.39990234375, + 5486.10009765625, + 5548.89990234375, + 5575.2998046875, + 5633.2998046875, + 5607.2001953125, + 5550.0, + 5614.60009765625, + 5667.10009765625, + 5685.0, + 5718.2998046875, + 5770.89990234375, + 5760.10009765625, + 5720.2998046875, + 5693.2998046875, + 5690.10009765625, + 5816.5, + 5898.2998046875, + 5951.60009765625, + 6061.89990234375, + 6056.60009765625, + 6162.7001953125, + 6141.89990234375, + 6182.2001953125, + 6139.10009765625, + 6122.60009765625, + 6082.2001953125, + 6074.7998046875, + 6053.0, + 6057.10009765625, + 6031.7998046875, + 5948.60009765625, + 5907.7001953125, + 5890.7001953125, + 5916.5, + 5869.39990234375, + 5855.2001953125, + 5921.60009765625, + 5926.7001953125, + 5872.7001953125, + 5888.89990234375, + 5946.7998046875, + 5905.5, + 5894.60009765625, + 5866.2998046875, + 5929.39990234375, + 5930.7001953125, + 5887.2001953125, + 5931.0, + 5964.39990234375, + 5954.0, + 5914.39990234375, + 5966.2998046875, + 6017.7001953125, + 6017.10009765625, + 6027.60009765625, + 6064.0, + 6117.10009765625, + 6158.5, + 6111.89990234375, + 6112.7001953125, + 6094.7001953125, + 6086.0, + 6069.7998046875, + 6103.7998046875, + 6154.5, + 6024.39990234375, + 6125.0, + 6116.39990234375, + 6122.0, + 6154.2998046875, + 6122.7998046875, + 6175.10009765625, + 6192.7998046875, + 6224.2998046875, + 6210.39990234375, + 6213.2998046875, + 6247.7001953125, + 6306.89990234375, + 6418.2001953125, + 6365.60009765625, + 6449.0, + 6377.0, + 6465.7998046875, + 6524.39990234375, + 6573.39990234375, + 6567.7998046875, + 6586.5, + 6552.7998046875, + 6584.89990234375, + 6589.39990234375, + 6550.60009765625, + 6409.5, + 6442.89990234375, + 6377.2998046875, + 6418.7998046875, + 6292.7001953125, + 6267.89990234375, + 6229.60009765625, + 6247.5, + 6292.60009765625, + 6292.7998046875, + 6236.2001953125, + 6272.39990234375, + 6325.60009765625, + 6485.0, + 6574.2998046875, + 6643.5, + 6685.60009765625, + 6747.7001953125, + 6805.10009765625, + 6846.5, + 6881.2998046875, + 6905.7998046875, + 6879.89990234375, + 6878.5, + 6905.60009765625, + 6839.7998046875, + 6739.7998046875, + 6701.0, + 6629.60009765625, + 6547.60009765625, + 6529.10009765625, + 6485.39990234375, + 6497.2998046875, + 6534.7001953125, + 6513.0, + 6607.10009765625, + 6593.2001953125, + 6672.0, + 6654.5, + 6618.2001953125, + 6614.2001953125, + 6666.5, + 6691.0, + 6741.5, + 6864.0, + 6894.7001953125, + 6956.2998046875, + 6974.5, + 7004.2001953125, + 6988.2998046875, + 6858.39990234375, + 6841.10009765625, + 6887.7001953125, + 6946.5, + 6940.60009765625, + 6855.60009765625, + 6815.5, + 6780.0, + 6756.7001953125, + 6694.89990234375, + 6614.39990234375, + 6593.39990234375, + 6676.5, + 6786.2001953125, + 6868.2998046875, + 6837.39990234375, + 6893.2001953125, + 6954.7998046875, + 6974.2998046875, + 7036.7998046875, + 6921.2998046875, + 6894.5, + 6906.60009765625, + 6960.2001953125, + 6915.39990234375, + 6930.89990234375, + 6918.0, + 6904.2998046875, + 6873.7998046875, + 6879.2998046875, + 6826.7001953125, + 6927.0, + 6883.5, + 6928.7998046875, + 7061.0, + 7022.0, + 6980.2998046875, + 7028.0, + 7020.0, + 6930.60009765625, + 6957.7001953125, + 7032.39990234375, + 6986.2001953125, + 6913.7998046875, + 6902.7998046875, + 6822.39990234375, + 6857.10009765625, + 6837.39990234375, + 6845.10009765625, + 6842.0, + 6826.7001953125, + 6827.2998046875, + 6795.10009765625, + 6792.10009765625, + 6924.2001953125, + 6919.2998046875, + 7019.5, + 7133.2001953125, + 7201.5, + 7200.60009765625, + 7172.0, + 7221.39990234375, + 7213.5, + 7195.7001953125, + 7143.7998046875, + 7149.2998046875, + 7160.60009765625, + 7114.89990234375, + 7025.89990234375, + 6986.7001953125, + 7037.2001953125, + 6927.7001953125, + 6927.2001953125, + 7000.5, + 6953.5, + 7023.10009765625, + 7045.0, + 7149.5, + 7306.2001953125, + 7377.7998046875, + 7370.5, + 7368.2001953125, + 7349.7998046875, + 7405.2998046875, + 7315.39990234375, + 7403.39990234375, + 7328.2998046875, + 7322.2001953125, + 7227.60009765625, + 7252.39990234375, + 7194.7998046875, + 7172.5, + 7131.39990234375, + 7111.2001953125, + 7100.5, + 7105.39990234375, + 7055.89990234375, + 7014.7001953125, + 7055.7998046875, + 7123.7001953125, + 7169.89990234375, + 7154.7998046875, + 7236.2001953125, + 7229.7001953125, + 7233.39990234375, + 7267.7998046875, + 7243.89990234375, + 7264.39990234375, + 7334.2001953125, + 7372.89990234375, + 7483.10009765625, + 7551.5, + 7520.2998046875, + 7559.7998046875, + 7611.7001953125, + 7565.2998046875, + 7536.7998046875, + 7528.39990234375, + 7528.60009765625, + 7542.0, + 7531.2001953125, + 7541.89990234375, + 7479.89990234375, + 7342.7001953125, + 7343.2998046875, + 7244.0, + 7169.60009765625, + 7166.2001953125, + 7173.7998046875, + 7248.7998046875, + 7255.7001953125, + 7227.2001953125, + 7266.0, + 7325.60009765625, + 7230.5, + 7249.2998046875, + 7369.89990234375, + 7375.7001953125, + 7411.2998046875, + 7433.60009765625, + 7417.89990234375, + 7421.10009765625, + 7342.7001953125, + 7336.60009765625, + 7373.60009765625, + 7312.7001953125, + 7376.7998046875, + 7385.89990234375, + 7364.10009765625, + 7243.2998046875, + 7191.10009765625, + 7259.10009765625, + 7260.2001953125, + 7300.2998046875, + 7240.2998046875, + 7196.7998046875, + 7198.89990234375, + 7250.60009765625, + 7344.60009765625, + 7256.39990234375, + 7214.2001953125, + 7359.60009765625, + 7398.7998046875, + 7416.7001953125, + 7415.2001953125, + 7373.89990234375, + 7397.60009765625, + 7384.7001953125, + 7483.0, + 7611.2001953125, + 7631.7001953125, + 7590.60009765625, + 7580.5, + 7614.7998046875, + 7642.7001953125, + 7629.10009765625, + 7613.2001953125, + 7566.2001953125, + 7450.7998046875, + 7479.89990234375, + 7473.5, + 7306.2001953125, + 7209.0, + 7252.89990234375, + 7205.2998046875, + 7210.10009765625, + 7271.5, + 7293.0, + 7263.2001953125, + 7269.5, + 7292.60009765625, + 7404.0, + 7304.2998046875, + 7230.60009765625, + 7270.5, + 7322.7998046875, + 7244.60009765625, + 7218.5, + 7206.2001953125, + 7071.0, + 7074.7998046875, + 7111.0, + 7137.0, + 7147.89990234375, + 7122.60009765625, + 7208.5, + 7259.2998046875, + 7369.60009765625, + 7277.5, + 7293.39990234375, + 7371.10009765625, + 7428.10009765625, + 7462.7998046875, + 7548.2001953125, + 7490.10009765625, + 7426.39990234375, + 7427.89990234375, + 7507.39990234375, + 7440.7001953125, + 7481.5, + 7421.89990234375, + 7491.5, + 7578.60009765625, + 7586.7001953125, + 7568.60009765625, + 7516.60009765625, + 7544.89990234375, + 7518.0, + 7583.5, + 7551.10009765625, + 7386.39990234375, + 7437.89990234375, + 7394.89990234375, + 7454.39990234375, + 7518.2001953125, + 7563.10009765625, + 7563.60009765625, + 7461.39990234375, + 7347.5, + 7400.7001953125, + 7338.7001953125, + 7349.60009765625, + 7304.39990234375, + 7367.89990234375, + 7483.0, + 7480.0, + 7411.10009765625, + 7433.60009765625, + 7329.2998046875, + 7296.10009765625, + 7412.60009765625, + 7523.7001953125, + 7448.60009765625, + 7418.10009765625, + 7468.7001953125, + 7520.5, + 7546.89990234375, + 7406.5, + 7442.5, + 7483.60009765625, + 7553.2001953125, + 7457.2001953125, + 7427.7998046875, + 7286.7998046875, + 7288.7998046875, + 7275.7998046875, + 7263.89990234375, + 7232.39990234375, + 7195.39990234375, + 7186.7001953125, + 7321.2998046875, + 7232.10009765625, + 7256.7001953125, + 7224.7001953125, + 7285.0, + 7327.5, + 7452.39990234375, + 7502.10009765625, + 7538.60009765625, + 7516.10009765625, + 7541.7001953125, + 7607.60009765625, + 7645.10009765625, + 7623.2001953125, + 7596.60009765625, + 7580.60009765625, + 7571.2001953125, + 7511.7998046875, + 7538.39990234375, + 7438.7998046875, + 7381.2001953125, + 7422.7998046875, + 7579.2001953125, + 7563.60009765625, + 7510.0, + 7448.2001953125, + 7481.5, + 7479.2001953125, + 7567.0, + 7652.10009765625, + 7706.7998046875, + 7678.7001953125, + 7645.60009765625, + 7625.7998046875, + 7605.2001953125, + 7470.0, + 7489.2998046875, + 7462.2998046875, + 7537.2998046875, + 7631.0, + 7617.39990234375, + 7657.2001953125, + 7602.7998046875, + 7564.89990234375, + 7625.60009765625, + 7726.60009765625, + 7782.89990234375, + 7837.10009765625, + 7829.7998046875, + 7903.39990234375, + 7833.89990234375, + 7803.5, + 7683.10009765625, + 7612.5, + 7607.2998046875, + 7624.39990234375, + 7624.7998046875, + 7589.2998046875, + 7586.10009765625, + 7452.2001953125, + 7459.89990234375, + 7527.2001953125, + 7490.2998046875, + 7547.10009765625, + 7392.0, + 7482.0, + 7582.7998046875, + 7560.7998046875, + 7487.89990234375, + 7405.10009765625, + 7432.7001953125, + 7447.89990234375, + 7525.2001953125, + 7605.7001953125, + 7586.7001953125, + 7651.2001953125, + 7643.39990234375, + 7710.89990234375, + 7773.7998046875, + 7632.10009765625, + 7586.60009765625, + 7579.5, + 7579.60009765625, + 7642.89990234375, + 7645.0, + 7561.10009765625, + 7599.7998046875, + 7577.2001953125, + 7537.7001953125, + 7510.89990234375, + 7577.89990234375, + 7572.2001953125, + 7672.0, + 7729.2998046875, + 7794.2001953125, + 7819.0, + 7696.7998046875, + 7686.2998046875, + 7602.7998046875, + 7665.60009765625, + 7594.2001953125, + 7598.7998046875, + 7615.39990234375, + 7671.7998046875, + 7658.0, + 7567.2001953125, + 7520.2001953125, + 7556.10009765625, + 7590.60009765625, + 7640.2001953125, + 7814.7001953125, + 7788.60009765625, + 7753.0, + 7786.5, + 7821.7998046875, + 7781.89990234375, + 7774.0, + 7768.0, + 7777.10009765625, + 7857.7001953125, + 7888.2001953125, + 7918.5, + 7855.7998046875, + 7849.7998046875, + 7850.10009765625, + 7880.0, + 7914.7998046875, + 7915.7998046875, + 7915.2998046875, + 7875.5, + 7815.2998046875, + 7829.7998046875, + 7739.7001953125, + 7759.2001953125, + 7779.0, + 7725.7998046875, + 7639.60009765625, + 7583.39990234375, + 7538.89990234375, + 7429.7998046875, + 7387.10009765625, + 7362.39990234375, + 7370.89990234375, + 7414.5, + 7313.0, + 7331.5, + 7226.7001953125, + 7184.2998046875, + 7223.89990234375, + 7213.0, + 7269.89990234375, + 7321.2998046875, + 7362.0, + 7369.2001953125, + 7422.7998046875, + 7442.7001953125, + 7433.89990234375, + 7452.5, + 7554.0, + 7671.89990234375, + 7742.2998046875, + 7766.2001953125, + 7727.5, + 7818.5, + 7820.10009765625, + 7727.89990234375, + 7859.7998046875, + 7849.89990234375, + 7841.89990234375, + 7865.7001953125, + 7928.89990234375, + 7950.0, + 7938.5, + 7899.7001953125, + 7794.10009765625, + 7798.89990234375, + 7857.7001953125, + 7868.0, + 7862.10009765625, + 7873.5, + 7796.39990234375, + 7716.2998046875, + 7676.39990234375, + 7650.89990234375, + 7618.7998046875, + 7564.2998046875, + 7631.2001953125, + 7594.39990234375, + 7672.7998046875, + 7642.89990234375, + 7604.0, + 7636.5, + 7591.10009765625, + 7644.5, + 7728.0, + 7734.2998046875, + 7774.39990234375, + 7726.89990234375, + 7666.5, + 7647.7998046875, + 7716.60009765625, + 7704.2998046875, + 7706.7001953125, + 7605.2998046875, + 7660.2001953125, + 7657.7998046875, + 7480.10009765625, + 7472.5, + 7501.5, + 7499.60009765625, + 7536.2001953125, + 7507.10009765625, + 7571.10009765625, + 7654.7998046875, + 7662.0, + 7720.0, + 7774.0, + 7864.89990234375, + 7870.10009765625, + 7843.7001953125, + 7983.2001953125, + 7946.7001953125, + 8025.89990234375, + 8029.7998046875, + 8153.39990234375, + 8185.0, + 8132.10009765625, + 8116.7998046875, + 7945.60009765625, + 7953.7998046875, + 7904.2998046875, + 7881.10009765625, + 7840.7998046875, + 7879.2001953125, + 7804.7998046875, + 7813.60009765625, + 7799.10009765625, + 7770.7001953125, + 7766.0, + 7758.7001953125, + 7754.10009765625, + 7759.7001953125, + 7623.10009765625, + 7571.0, + 7528.39990234375, + 7567.39990234375, + 7606.60009765625, + 7664.2001953125, + 7681.7998046875, + 7648.2998046875, + 7687.2998046875, + 7641.89990234375, + 7659.10009765625, + 7671.60009765625, + 7717.7001953125, + 7779.7998046875, + 7853.7001953125, + 7772.39990234375, + 7775.2001953125, + 7673.0, + 7727.89990234375, + 7727.7998046875, + 7703.2001953125, + 7702.7998046875, + 7703.2001953125, + 7649.39990234375, + 7757.60009765625, + 7741.0, + 7661.10009765625, + 7717.10009765625, + 7830.7001953125, + 7856.2998046875, + 7857.60009765625, + 7899.39990234375, + 7868.89990234375, + 7804.60009765625, + 7814.5, + 7849.7998046875, + 7913.39990234375, + 7941.2998046875, + 7960.7001953125, + 8020.2998046875, + 8052.39990234375, + 8035.5, + 8010.7001953125, + 8007.39990234375, + 8009.5, + 7998.89990234375, + 8090.89990234375, + 7954.2998046875, + 8002.2998046875, + 7935.89990234375, + 7892.7001953125, + 7709.89990234375, + 7746.60009765625, + 7687.5, + 7591.5, + 7541.0, + 7540.10009765625, + 7517.0, + 7459.7001953125, + 7424.89990234375, + 7546.2998046875, + 7520.10009765625, + 7528.0, + 7598.10009765625, + 7609.7001953125, + 7548.60009765625, + 7487.10009765625, + 7556.39990234375, + 7594.39990234375, + 7627.2998046875, + 7691.39990234375, + 7738.7998046875, + 7834.7998046875, + 7877.7001953125, + 7889.7001953125, + 7825.5, + 7805.10009765625, + 7842.2001953125, + 7830.7998046875, + 7940.39990234375, + 7921.89990234375, + 7961.7001953125, + 7887.5, + 7882.7998046875, + 7846.7001953125, + 7765.2001953125, + 7708.89990234375, + 7680.39990234375, + 7677.7998046875, + 7674.39990234375, + 7569.7998046875, + 7636.0, + 7590.10009765625, + 7574.39990234375, + 7595.0, + 7655.10009765625, + 7679.2998046875, + 7688.89990234375, + 7744.7001953125, + 7717.89990234375, + 7813.2001953125, + 7844.7998046875, + 7810.10009765625, + 7790.2998046875, + 7824.10009765625, + 7842.89990234375, + 7858.39990234375, + 7974.7001953125, + 7982.89990234375, + 8014.5, + 7978.10009765625, + 8004.60009765625, + 7907.2998046875, + 7852.89990234375, + 7791.7001953125, + 7819.5, + 7826.2001953125, + 7842.2001953125, + 7854.89990234375, + 7846.0, + 7818.39990234375, + 7828.10009765625, + 7869.5, + 7871.39990234375, + 7869.0, + 7919.0, + 8056.0, + 8015.7998046875, + 8105.10009765625, + 8060.0, + 8058.10009765625, + 8014.2998046875, + 8088.2998046875, + 7998.7998046875, + 7972.2998046875, + 7936.2001953125, + 7970.5, + 7850.7998046875, + 7874.10009765625, + 7923.39990234375, + 7919.60009765625, + 7962.2001953125, + 8022.0, + 8052.89990234375, + 8001.7998046875, + 7930.7001953125, + 7924.5, + 7934.0, + 7916.7998046875, + 7940.5, + 7975.7001953125, + 7987.0, + 7992.5, + 7975.2998046875, + 8003.2998046875, + 8008.89990234375, + 8023.7001953125, + 8002.2001953125, + 8029.0, + 8023.7001953125, + 8022.0, + 8037.89990234375, + 8003.7998046875, + 7978.2001953125, + 8020.7998046875, + 7856.7001953125, + 7862.5, + 7850.7998046875, + 7824.7001953125, + 7797.2001953125, + 7784.89990234375, + 7866.2998046875, + 7831.60009765625, + 7869.7998046875, + 7853.60009765625, + 7869.0, + 7854.89990234375, + 7747.2001953125, + 7791.0, + 7810.39990234375, + 7816.10009765625, + 7758.5, + 7763.2998046875, + 7850.39990234375, + 7843.5, + 7911.89990234375, + 7901.7001953125, + 7875.5, + 7865.60009765625, + 7899.7001953125, + 7922.10009765625, + 7963.89990234375, + 7968.0, + 7930.2998046875, + 7976.2001953125, + 7968.39990234375, + 7950.60009765625, + 7838.89990234375, + 7779.2998046875, + 7832.89990234375, + 7883.2001953125, + 7882.60009765625, + 7899.5, + 7928.89990234375, + 7927.39990234375, + 7862.7001953125, + 7958.0, + 7954.60009765625, + 7945.7998046875, + 7962.7998046875, + 8095.7998046875, + 8015.2998046875, + 8045.60009765625, + 7939.89990234375, + 7923.10009765625, + 7937.10009765625, + 7861.7998046875, + 7913.10009765625, + 7839.10009765625, + 7891.7998046875, + 7867.2001953125, + 7757.7001953125, + 7697.60009765625, + 7780.10009765625, + 7794.2001953125, + 7817.60009765625, + 7873.7998046875, + 7893.2001953125, + 7774.5, + 7834.2001953125, + 7856.39990234375, + 7825.2001953125, + 7828.0, + 7890.89990234375, + 7886.7001953125, + 7931.89990234375, + 7861.39990234375, + 7853.5, + 7926.7001953125, + 7982.2998046875, + 8038.7001953125, + 8072.10009765625, + 8159.60009765625, + 8130.10009765625, + 8018.89990234375, + 8117.10009765625, + 8120.60009765625, + 8258.099609375, + 8244.7001953125, + 8227.900390625, + 8266.599609375, + 8234.900390625, + 8187.0, + 8138.10009765625, + 8146.7998046875, + 8137.60009765625, + 8212.2001953125, + 8267.2998046875, + 8193.7001953125, + 8190.39990234375, + 8180.0, + 8147.7998046875, + 8151.60009765625, + 8159.7001953125, + 8144.2001953125, + 8066.89990234375, + 8058.0, + 7917.7001953125, + 7875.2998046875, + 7846.39990234375, + 7881.89990234375, + 7894.60009765625, + 7816.7998046875, + 7711.60009765625, + 7652.10009765625, + 7572.39990234375, + 7613.7001953125, + 7653.5, + 7754.39990234375, + 7841.2001953125 + ], + [ + 269.0, + 1766.6666259765625, + 2137.5, + 2122.916748046875, + 2385.0, + 2514.615478515625, + 2645.833251953125, + 2699.615478515625, + 2900.322509765625, + 2923.2353515625, + 3004.605224609375, + 3090.722900390625, + 3151.75830078125, + 3149.591796875, + 3196.0, + 3390.39990234375, + 3477.300048828125, + 3540.800048828125, + 3572.60009765625, + 3589.300048828125, + 3569.0, + 3534.5, + 3513.10009765625, + 3564.0, + 3581.10009765625, + 3561.199951171875, + 3611.10009765625, + 3718.10009765625, + 3796.199951171875, + 3792.10009765625, + 3881.39990234375, + 3960.800048828125, + 4005.699951171875, + 4123.7998046875, + 4193.5, + 4262.2998046875, + 4275.2001953125, + 4360.0, + 4444.10009765625, + 4578.2998046875, + 4593.2001953125, + 4635.0, + 4803.0, + 4829.0, + 4906.5, + 4924.0, + 4975.7998046875, + 5058.60009765625, + 5283.10009765625, + 5327.7998046875, + 5451.39990234375, + 5458.7998046875, + 5457.0, + 5565.39990234375, + 5532.2998046875, + 5511.2001953125, + 5509.89990234375, + 5611.60009765625, + 5631.89990234375, + 5685.60009765625, + 5729.5, + 5717.39990234375, + 5698.2998046875, + 5678.5, + 5648.2998046875, + 5712.2001953125, + 5753.60009765625, + 5806.2001953125, + 5884.5, + 5994.10009765625, + 6026.0, + 6030.2998046875, + 6087.7001953125, + 6072.60009765625, + 6148.7001953125, + 6141.39990234375, + 6170.10009765625, + 6281.89990234375, + 6219.10009765625, + 6201.89990234375, + 6189.10009765625, + 6215.60009765625, + 6172.2001953125, + 6096.5, + 6096.89990234375, + 6074.10009765625, + 6103.2001953125, + 6081.60009765625, + 6061.2001953125, + 6115.0, + 6093.10009765625, + 6103.7001953125, + 6173.2998046875, + 6235.60009765625, + 6244.2001953125, + 6228.7998046875, + 6309.5, + 6333.7001953125, + 6378.10009765625, + 6361.10009765625, + 6309.10009765625, + 6332.89990234375, + 6428.0, + 6464.60009765625, + 6535.60009765625, + 6531.89990234375, + 6592.2001953125, + 6595.5, + 6649.0, + 6672.2998046875, + 6697.39990234375, + 6732.10009765625, + 6740.39990234375, + 6833.2998046875, + 6925.7001953125, + 6959.7001953125, + 6962.2998046875, + 6952.5, + 6923.39990234375, + 6900.2998046875, + 6873.89990234375, + 6923.2998046875, + 6879.7001953125, + 6904.60009765625, + 6942.10009765625, + 7009.39990234375, + 7002.7001953125, + 7035.89990234375, + 7027.39990234375, + 7042.60009765625, + 7032.0, + 6997.2001953125, + 7039.7998046875, + 7134.60009765625, + 7201.2001953125, + 7182.39990234375, + 7212.39990234375, + 7119.0, + 7059.60009765625, + 7027.2998046875, + 7022.0, + 7000.39990234375, + 7008.39990234375, + 6961.10009765625, + 7005.2998046875, + 6998.89990234375, + 6972.60009765625, + 6959.5, + 6941.7998046875, + 6949.10009765625, + 6917.2998046875, + 7000.39990234375, + 7021.5, + 7039.39990234375, + 6910.39990234375, + 6915.89990234375, + 6892.60009765625, + 6869.0, + 6779.10009765625, + 6828.7998046875, + 6830.0, + 6790.5, + 6782.7001953125, + 6773.0, + 6667.10009765625, + 6648.0, + 6656.60009765625, + 6816.10009765625, + 6836.0, + 6857.39990234375, + 6851.89990234375, + 6888.7998046875, + 6886.10009765625, + 6917.5, + 6857.60009765625, + 6849.7001953125, + 6800.60009765625, + 6754.89990234375, + 6711.10009765625, + 6635.7998046875, + 6557.7998046875, + 6506.10009765625, + 6468.2001953125, + 6517.2001953125, + 6530.2001953125, + 6545.0, + 6551.60009765625, + 6596.2001953125, + 6691.10009765625, + 6723.10009765625, + 6762.0, + 6856.10009765625, + 6900.39990234375, + 6900.2001953125, + 6912.0, + 6987.7001953125, + 6984.39990234375, + 7034.7001953125, + 7018.0, + 6932.89990234375, + 6947.5, + 6866.39990234375, + 6909.7001953125, + 6924.2998046875, + 6932.2001953125, + 6973.10009765625, + 6906.0, + 6957.5, + 6945.2001953125, + 6914.89990234375, + 6939.7001953125, + 6939.5, + 7024.39990234375, + 7057.7998046875, + 7095.10009765625, + 7178.2998046875, + 7132.39990234375, + 7187.10009765625, + 7159.2001953125, + 7162.89990234375, + 7212.7998046875, + 7127.60009765625, + 7193.5, + 7142.7998046875, + 7184.0, + 7240.39990234375, + 7232.5, + 7139.2998046875, + 7226.10009765625, + 7270.0, + 7231.10009765625, + 7227.89990234375, + 7146.10009765625, + 7188.0, + 7227.10009765625, + 7300.0, + 7262.7001953125, + 7236.0, + 7199.60009765625, + 7101.0, + 7122.0, + 7150.5, + 7137.7998046875, + 7104.7998046875, + 7189.7001953125, + 7170.5, + 7219.89990234375, + 7286.39990234375, + 7250.0, + 7308.7001953125, + 7422.2998046875, + 7433.7001953125, + 7423.5, + 7528.0, + 7619.60009765625, + 7632.7001953125, + 7608.0, + 7699.39990234375, + 7608.2998046875, + 7591.7998046875, + 7663.2998046875, + 7687.2001953125, + 7800.7001953125, + 7772.2998046875, + 7751.7001953125, + 7784.60009765625, + 7780.7998046875, + 7793.7001953125, + 7784.7001953125, + 7701.7998046875, + 7732.7001953125, + 7743.2001953125, + 7798.0, + 7793.39990234375, + 7769.2001953125, + 7760.60009765625, + 7730.60009765625, + 7697.7001953125, + 7716.2998046875, + 7700.39990234375, + 7679.2001953125, + 7652.89990234375, + 7582.7001953125, + 7630.60009765625, + 7594.2998046875, + 7563.7001953125, + 7579.89990234375, + 7598.89990234375, + 7561.5, + 7533.0, + 7505.60009765625, + 7520.2998046875, + 7507.2998046875, + 7471.0, + 7426.0, + 7380.2998046875, + 7466.89990234375, + 7489.2998046875, + 7416.0, + 7382.2001953125, + 7344.10009765625, + 7349.89990234375, + 7399.39990234375, + 7303.2998046875, + 7327.2998046875, + 7337.5, + 7244.89990234375, + 7279.5, + 7299.0, + 7316.0, + 7208.7001953125, + 7265.2001953125, + 7340.39990234375, + 7289.2998046875, + 7260.89990234375, + 7273.0, + 7247.39990234375, + 7314.10009765625, + 7323.7998046875, + 7270.89990234375, + 7292.60009765625, + 7341.89990234375, + 7338.39990234375, + 7319.39990234375, + 7327.60009765625, + 7314.60009765625, + 7254.7001953125, + 7327.60009765625, + 7320.2998046875, + 7283.5, + 7186.10009765625, + 7180.10009765625, + 7278.7998046875, + 7327.5, + 7199.0, + 7256.39990234375, + 7226.89990234375, + 7268.89990234375, + 7304.10009765625, + 7353.5, + 7384.89990234375, + 7497.2998046875, + 7486.2998046875, + 7558.2001953125, + 7685.5, + 7663.2001953125, + 7631.60009765625, + 7625.7998046875, + 7757.7998046875, + 7751.89990234375, + 7727.39990234375, + 7736.89990234375, + 7715.5, + 7668.10009765625, + 7604.5, + 7569.7998046875, + 7570.5, + 7462.60009765625, + 7403.2998046875, + 7449.2001953125, + 7509.7998046875, + 7504.10009765625, + 7479.2001953125, + 7454.2001953125, + 7539.7998046875, + 7586.5, + 7601.5, + 7646.0, + 7598.60009765625, + 7632.5, + 7674.10009765625, + 7747.7001953125, + 7823.2001953125, + 7782.60009765625, + 7740.0, + 7777.60009765625, + 7830.7001953125, + 7819.89990234375, + 7877.2998046875, + 7809.60009765625, + 7751.7998046875, + 7674.89990234375, + 7751.7001953125, + 7761.2998046875, + 7787.60009765625, + 7769.39990234375, + 7738.39990234375, + 7811.7001953125, + 7797.89990234375, + 7756.39990234375, + 7749.0, + 7645.0, + 7680.2998046875, + 7705.7001953125, + 7815.7001953125, + 7784.10009765625, + 7793.39990234375, + 7777.39990234375, + 7761.10009765625, + 7791.60009765625, + 7763.5, + 7783.7998046875, + 7808.5, + 7717.2998046875, + 7708.2001953125, + 7694.2001953125, + 7688.7001953125, + 7558.39990234375, + 7492.2001953125, + 7401.10009765625, + 7286.7998046875, + 7226.2998046875, + 7229.39990234375, + 7245.7998046875, + 7206.39990234375, + 7132.0, + 7231.10009765625, + 7184.2998046875, + 7108.60009765625, + 7148.7001953125, + 7233.5, + 7217.2001953125, + 7374.7001953125, + 7429.5, + 7514.89990234375, + 7522.0, + 7541.7001953125, + 7620.60009765625, + 7622.60009765625, + 7696.7001953125, + 7763.2998046875, + 7729.7001953125, + 7724.39990234375, + 7664.2001953125, + 7635.10009765625, + 7649.10009765625, + 7645.0, + 7581.7001953125, + 7622.2001953125, + 7616.10009765625, + 7510.2001953125, + 7481.89990234375, + 7518.89990234375, + 7518.5, + 7586.2001953125, + 7574.7998046875, + 7584.10009765625, + 7557.7001953125, + 7595.60009765625, + 7581.89990234375, + 7598.5, + 7537.89990234375, + 7556.10009765625, + 7636.7001953125, + 7589.39990234375, + 7634.2998046875, + 7588.5, + 7622.39990234375, + 7672.39990234375, + 7676.7001953125, + 7702.60009765625, + 7753.2998046875, + 7695.10009765625, + 7687.0, + 7789.60009765625, + 7762.39990234375, + 7723.7001953125, + 7762.60009765625, + 7846.5, + 7782.10009765625, + 7799.10009765625, + 7787.89990234375, + 7796.10009765625, + 7802.60009765625, + 7789.5, + 7833.2001953125, + 7897.2998046875, + 7872.5, + 7794.10009765625, + 7786.2998046875, + 7803.39990234375, + 7827.89990234375, + 7816.60009765625, + 7891.39990234375, + 7875.89990234375, + 7876.7001953125, + 7725.2998046875, + 7715.2998046875, + 7576.10009765625, + 7499.39990234375, + 7395.89990234375, + 7253.2998046875, + 7187.10009765625, + 7098.2998046875, + 6988.7998046875, + 6927.2001953125, + 6932.7998046875, + 6977.89990234375, + 7009.10009765625, + 7143.7998046875, + 7177.7001953125, + 7197.39990234375, + 7225.7001953125, + 7411.2001953125, + 7488.2001953125, + 7564.2998046875, + 7570.0, + 7632.60009765625, + 7712.10009765625, + 7667.7998046875, + 7729.7001953125, + 7705.2998046875, + 7738.89990234375, + 7812.0, + 7839.5, + 7866.39990234375, + 7769.7998046875, + 7775.2001953125, + 7661.60009765625, + 7593.10009765625, + 7611.7001953125, + 7665.10009765625, + 7697.0, + 7645.7001953125, + 7650.2998046875, + 7568.7998046875, + 7531.7001953125, + 7458.60009765625, + 7440.2001953125, + 7581.2998046875, + 7635.89990234375, + 7611.2001953125, + 7797.2998046875, + 7924.39990234375, + 7914.5, + 7915.60009765625, + 7817.5, + 7838.60009765625, + 7772.7001953125, + 7874.2001953125, + 7890.39990234375, + 7898.7998046875, + 7863.5, + 7844.2001953125, + 7869.2998046875, + 7884.7998046875, + 7864.89990234375, + 7776.7998046875, + 7743.0, + 7750.0, + 7832.7001953125, + 7785.10009765625, + 7858.60009765625, + 7856.2001953125, + 7833.7001953125, + 7863.60009765625, + 7861.39990234375, + 7827.2998046875, + 7814.89990234375, + 7871.2998046875, + 7862.5, + 7926.0, + 7950.7001953125, + 7982.2001953125, + 8015.10009765625, + 8006.7998046875, + 8036.89990234375, + 7986.2998046875, + 8008.2998046875, + 8022.2998046875, + 8084.89990234375, + 8089.7998046875, + 8074.0, + 8083.60009765625, + 8136.2001953125, + 8164.0, + 8148.39990234375, + 8106.5, + 8081.7001953125, + 8129.60009765625, + 8138.10009765625, + 8124.89990234375, + 8110.10009765625, + 8138.89990234375, + 8150.39990234375, + 8212.900390625, + 8194.599609375, + 8170.89990234375, + 8088.39990234375, + 7934.10009765625, + 7884.5, + 7888.60009765625, + 7966.39990234375, + 7827.39990234375, + 7768.7001953125, + 7770.5, + 7772.39990234375, + 7681.0, + 7659.0, + 7623.7998046875, + 7605.7001953125, + 7629.7998046875, + 7671.10009765625, + 7731.89990234375, + 7797.2001953125, + 7822.89990234375, + 7866.10009765625, + 8001.5, + 7975.2001953125, + 7984.0, + 7989.39990234375, + 8035.89990234375, + 8025.2998046875, + 8029.7998046875, + 8071.39990234375, + 8107.2001953125, + 8089.2998046875, + 8099.89990234375, + 8081.2001953125, + 8093.7998046875, + 8018.7998046875, + 7865.89990234375, + 7793.89990234375, + 7763.2001953125, + 7745.2001953125, + 7652.5, + 7560.2001953125, + 7566.10009765625, + 7532.7001953125, + 7523.89990234375, + 7572.89990234375, + 7562.89990234375, + 7501.0, + 7544.60009765625, + 7598.0, + 7697.2998046875, + 7719.39990234375, + 7685.39990234375, + 7739.0, + 7770.7001953125, + 7757.2001953125, + 7771.39990234375, + 7763.2001953125, + 7654.39990234375, + 7568.0, + 7625.60009765625, + 7618.2998046875, + 7587.89990234375, + 7634.10009765625, + 7605.0, + 7687.7998046875, + 7700.10009765625, + 7704.5, + 7770.89990234375, + 7850.0, + 7911.10009765625, + 7898.5, + 8008.2998046875, + 8040.0, + 8014.7001953125, + 8028.2001953125, + 8049.2001953125, + 8018.89990234375, + 8025.39990234375, + 8029.89990234375, + 7978.2001953125, + 7973.60009765625, + 8018.2998046875, + 7954.0, + 7928.89990234375, + 7987.10009765625, + 7956.2001953125, + 8009.7001953125, + 8011.7001953125, + 8007.7998046875, + 7977.5, + 7984.7001953125, + 7924.7001953125, + 7903.10009765625, + 7846.10009765625, + 7738.0, + 7680.39990234375, + 7686.5, + 7642.5, + 7575.39990234375, + 7514.0, + 7586.39990234375, + 7564.89990234375, + 7566.2001953125, + 7553.5, + 7585.60009765625, + 7588.0, + 7607.39990234375, + 7740.5, + 7750.2998046875, + 7796.10009765625, + 7789.89990234375, + 7808.2001953125, + 7908.60009765625, + 7834.0, + 7829.5, + 7915.89990234375, + 7918.2998046875, + 7977.10009765625, + 8014.5, + 7991.60009765625, + 8101.10009765625, + 8015.7998046875, + 8054.39990234375, + 8020.7998046875, + 8031.10009765625, + 8031.60009765625, + 8081.2998046875, + 8009.2001953125, + 8061.7998046875, + 8015.60009765625, + 8015.7998046875, + 8004.7998046875, + 8049.2001953125, + 8040.39990234375, + 8041.60009765625, + 8107.2001953125, + 8106.10009765625, + 8009.5, + 8017.0, + 8038.60009765625, + 8018.7001953125, + 8007.39990234375, + 7973.7001953125, + 7945.2001953125, + 7900.7001953125, + 7875.89990234375, + 7842.10009765625, + 7859.2998046875, + 7764.60009765625, + 7728.89990234375, + 7749.89990234375, + 7768.7998046875, + 7743.39990234375, + 7733.60009765625, + 7758.10009765625, + 7718.2998046875, + 7667.2998046875, + 7567.60009765625, + 7492.5, + 7445.89990234375, + 7459.2001953125, + 7380.2001953125, + 7430.2998046875, + 7444.7001953125, + 7453.39990234375, + 7426.60009765625, + 7318.0, + 7352.7001953125, + 7485.5, + 7503.2001953125, + 7525.10009765625, + 7638.39990234375, + 7633.60009765625, + 7678.5, + 7746.2001953125, + 7684.10009765625, + 7667.2998046875, + 7643.2998046875, + 7694.60009765625, + 7737.7001953125, + 7677.89990234375, + 7622.39990234375, + 7595.10009765625, + 7536.89990234375, + 7559.89990234375, + 7577.2998046875, + 7521.60009765625, + 7504.2001953125, + 7610.60009765625, + 7666.7998046875, + 7654.7001953125, + 7704.60009765625, + 7611.5, + 7726.2998046875, + 7803.2001953125, + 7812.7998046875, + 7826.5, + 7920.2001953125, + 7853.0, + 7807.10009765625, + 7789.89990234375, + 7786.60009765625, + 7722.2001953125, + 7615.2001953125, + 7515.2001953125, + 7595.2998046875, + 7701.5, + 7684.10009765625, + 7682.89990234375, + 7742.0, + 7693.10009765625, + 7728.5, + 7703.39990234375, + 7760.0, + 7649.2001953125, + 7646.10009765625, + 7680.5, + 7623.10009765625, + 7689.89990234375, + 7650.7998046875, + 7634.0, + 7481.7998046875, + 7466.7998046875, + 7479.2998046875, + 7529.2001953125, + 7587.5, + 7697.7998046875, + 7694.7998046875, + 7771.2998046875, + 7768.89990234375, + 7756.2998046875, + 7771.60009765625, + 7799.60009765625, + 7787.10009765625, + 7850.2998046875, + 8011.10009765625, + 8049.7001953125, + 8074.39990234375, + 7983.39990234375, + 7945.2998046875, + 7888.2001953125, + 7922.89990234375, + 7855.5, + 7954.10009765625, + 7961.10009765625, + 8012.7998046875, + 7985.7998046875, + 7963.7998046875, + 7922.39990234375, + 7917.7001953125, + 7875.7998046875, + 7870.10009765625, + 7952.2998046875, + 8011.2001953125, + 8015.5, + 8048.5, + 8129.60009765625, + 8102.39990234375, + 8099.89990234375, + 8156.60009765625, + 8109.5, + 8111.2998046875, + 8054.2998046875, + 8148.7001953125, + 8119.89990234375, + 8118.5, + 8073.2998046875, + 8018.89990234375, + 7960.2998046875, + 7891.60009765625, + 7908.10009765625, + 7892.89990234375, + 7858.39990234375, + 7846.2998046875, + 7901.7998046875, + 7745.0, + 7562.2998046875, + 7485.89990234375, + 7425.2001953125, + 7298.0, + 7323.60009765625, + 7356.10009765625, + 7357.10009765625, + 7255.7001953125, + 7236.7001953125, + 7268.89990234375, + 7226.2001953125, + 7233.89990234375, + 7377.0, + 7432.7998046875, + 7426.60009765625, + 7534.5, + 7676.2001953125, + 7636.7001953125, + 7689.7001953125, + 7662.5, + 7704.10009765625, + 7668.7001953125, + 7671.2998046875, + 7723.7998046875, + 7737.5, + 7698.2998046875, + 7747.5, + 7823.7998046875, + 7942.60009765625, + 7942.2998046875, + 7921.89990234375, + 7995.60009765625, + 7971.39990234375, + 7954.2998046875, + 7998.5, + 8055.0, + 8074.89990234375, + 8065.7001953125, + 8071.39990234375, + 8030.5, + 8006.7001953125, + 7953.2001953125, + 7957.7998046875, + 7996.60009765625, + 7932.2998046875, + 7939.2001953125, + 7886.39990234375, + 7943.0, + 7952.0, + 7948.7998046875, + 7939.0, + 8011.7001953125, + 7972.5, + 8038.89990234375, + 8052.10009765625, + 8040.39990234375, + 7992.7998046875, + 7978.2001953125, + 8019.89990234375, + 8052.5, + 8101.10009765625, + 8112.89990234375, + 8124.7998046875, + 8057.2998046875, + 8097.39990234375, + 8162.2001953125, + 8096.2001953125, + 8127.60009765625, + 8110.39990234375, + 8185.10009765625, + 8113.0, + 8123.89990234375, + 8067.0, + 8092.2998046875, + 8059.2998046875, + 8010.10009765625, + 8058.5, + 8137.60009765625, + 8164.10009765625, + 8118.2998046875, + 8217.0, + 8209.7001953125, + 8209.0, + 8206.0, + 8253.599609375, + 8306.5, + 8346.099609375, + 8342.599609375, + 8329.099609375, + 8390.2001953125, + 8316.599609375, + 8399.2001953125, + 8340.0, + 8329.0, + 8312.900390625, + 8283.0, + 8265.2998046875, + 8268.599609375, + 8297.7998046875, + 8291.2001953125, + 8258.2998046875, + 8246.5, + 8240.900390625, + 8253.400390625, + 8229.5, + 8216.7998046875, + 8226.2998046875, + 8215.7998046875, + 8221.900390625, + 8230.7001953125, + 8354.7001953125, + 8371.0, + 8331.2998046875, + 8403.7001953125, + 8445.7998046875, + 8415.2001953125, + 8329.7998046875, + 8282.7998046875, + 8289.0, + 8300.5, + 8286.2001953125, + 8321.099609375, + 8234.599609375, + 8253.900390625, + 8185.2998046875, + 8188.5, + 8125.0, + 8126.7998046875, + 8087.7001953125, + 8156.7998046875, + 8202.2998046875, + 8180.5, + 8183.10009765625, + 8197.099609375, + 8168.60009765625, + 8158.2001953125, + 8185.10009765625, + 8178.89990234375 + ], + [ + 60.0, + 1396.0, + 2180.625, + 2333.5, + 2776.875, + 2782.77783203125, + 2958.2978515625, + 2991.7646484375, + 3043.389892578125, + 3124.02978515625, + 3145.466552734375, + 3205.365966796875, + 3193.4443359375, + 3190.81640625, + 3264.5, + 3355.60009765625, + 3430.89990234375, + 3455.699951171875, + 3437.39990234375, + 3448.199951171875, + 3434.60009765625, + 3444.5, + 3406.800048828125, + 3377.39990234375, + 3338.10009765625, + 3296.199951171875, + 3242.60009765625, + 3250.300048828125, + 3202.300048828125, + 3169.60009765625, + 3208.300048828125, + 3214.800048828125, + 3291.800048828125, + 3387.699951171875, + 3364.60009765625, + 3450.199951171875, + 3528.89990234375, + 3694.199951171875, + 3804.0, + 3899.39990234375, + 3951.60009765625, + 3937.199951171875, + 3924.199951171875, + 3976.10009765625, + 3894.60009765625, + 3920.300048828125, + 4000.199951171875, + 3994.300048828125, + 4060.699951171875, + 4110.7998046875, + 4148.7001953125, + 4267.2001953125, + 4349.2998046875, + 4523.89990234375, + 4580.7998046875, + 4796.7001953125, + 4859.60009765625, + 5015.2998046875, + 5150.10009765625, + 5201.89990234375, + 5363.39990234375, + 5393.0, + 5501.7998046875, + 5576.39990234375, + 5619.5, + 5635.2001953125, + 5652.39990234375, + 5824.2001953125, + 5787.0, + 5812.2998046875, + 5870.39990234375, + 5842.0, + 5879.60009765625, + 5921.10009765625, + 5934.39990234375, + 5931.60009765625, + 5870.10009765625, + 5858.60009765625, + 5840.39990234375, + 5905.39990234375, + 5887.60009765625, + 5893.7001953125, + 5959.7998046875, + 5895.0, + 5824.5, + 5831.60009765625, + 5725.39990234375, + 5643.7001953125, + 5652.2998046875, + 5674.0, + 5605.60009765625, + 5594.89990234375, + 5597.39990234375, + 5602.2998046875, + 5574.0, + 5562.0, + 5509.7001953125, + 5551.89990234375, + 5527.39990234375, + 5583.7001953125, + 5561.10009765625, + 5647.60009765625, + 5658.89990234375, + 5610.39990234375, + 5733.0, + 5666.0, + 5626.0, + 5633.5, + 5637.7001953125, + 5675.7001953125, + 5687.7998046875, + 5653.10009765625, + 5653.2998046875, + 5733.89990234375, + 5780.10009765625, + 5777.7998046875, + 5817.7998046875, + 5735.5, + 5736.10009765625, + 5702.10009765625, + 5783.7001953125, + 5798.0, + 5790.7001953125, + 5806.89990234375, + 5849.39990234375, + 5964.10009765625, + 5901.60009765625, + 5969.60009765625, + 6046.5, + 6006.10009765625, + 6028.5, + 6099.0, + 6213.7001953125, + 6248.89990234375, + 6216.89990234375, + 6182.39990234375, + 6134.39990234375, + 6165.2001953125, + 6177.2998046875, + 6189.5, + 6202.0, + 6145.60009765625, + 6127.2998046875, + 6126.39990234375, + 6086.60009765625, + 6114.7998046875, + 6144.5, + 6168.7998046875, + 6270.5, + 6430.39990234375, + 6473.60009765625, + 6520.0, + 6471.7001953125, + 6493.10009765625, + 6467.2998046875, + 6557.7998046875, + 6601.5, + 6672.7001953125, + 6708.60009765625, + 6659.2001953125, + 6610.10009765625, + 6614.7998046875, + 6600.2001953125, + 6558.60009765625, + 6581.7001953125, + 6543.0, + 6661.10009765625, + 6666.60009765625, + 6672.60009765625, + 6587.0, + 6606.0, + 6604.5, + 6643.2998046875, + 6661.10009765625, + 6681.0, + 6608.2998046875, + 6614.0, + 6620.60009765625, + 6635.7998046875, + 6672.7998046875, + 6651.7998046875, + 6669.39990234375, + 6705.60009765625, + 6767.10009765625, + 6729.2998046875, + 6645.0, + 6598.5, + 6611.2998046875, + 6599.5, + 6648.7001953125, + 6671.0, + 6602.7998046875, + 6545.89990234375, + 6523.10009765625, + 6468.0, + 6432.10009765625, + 6429.7001953125, + 6370.2998046875, + 6416.10009765625, + 6425.2998046875, + 6430.39990234375, + 6404.2998046875, + 6434.0, + 6467.2998046875, + 6457.60009765625, + 6490.5, + 6484.5, + 6443.7998046875, + 6426.5, + 6454.5, + 6424.0, + 6402.89990234375, + 6473.2001953125, + 6484.7001953125, + 6509.7001953125, + 6527.0, + 6560.7998046875, + 6516.89990234375, + 6468.7998046875, + 6512.7001953125, + 6512.89990234375, + 6510.2001953125, + 6597.39990234375, + 6628.10009765625, + 6687.89990234375, + 6679.60009765625, + 6670.0, + 6625.60009765625, + 6563.0, + 6488.2001953125, + 6472.0, + 6514.60009765625, + 6557.7998046875, + 6570.7998046875, + 6540.2998046875, + 6528.39990234375, + 6569.0, + 6531.2998046875, + 6554.5, + 6566.39990234375, + 6622.89990234375, + 6662.2001953125, + 6682.39990234375, + 6755.0, + 6831.10009765625, + 6856.2001953125, + 6853.89990234375, + 6824.39990234375, + 6848.7998046875, + 6834.5, + 6896.0, + 6879.7998046875, + 6882.0, + 6864.0, + 6818.7001953125, + 6794.60009765625, + 6795.0, + 6846.5, + 6791.10009765625, + 6840.39990234375, + 6822.7001953125, + 6797.2001953125, + 6832.2998046875, + 6864.89990234375, + 6863.2998046875, + 6874.10009765625, + 6856.39990234375, + 6874.7998046875, + 6891.5, + 6870.10009765625, + 6892.89990234375, + 6782.10009765625, + 6813.5, + 6771.39990234375, + 6771.10009765625, + 6781.10009765625, + 6801.7001953125, + 6800.60009765625, + 6791.2001953125, + 6785.2998046875, + 6829.7001953125, + 6846.2998046875, + 6850.2998046875, + 6861.7001953125, + 6956.2998046875, + 6971.2001953125, + 6947.2998046875, + 6990.89990234375, + 6954.0, + 6889.10009765625, + 6810.10009765625, + 6781.5, + 6693.7998046875, + 6694.60009765625, + 6618.7001953125, + 6557.7001953125, + 6536.0, + 6537.7001953125, + 6521.89990234375, + 6537.89990234375, + 6548.10009765625, + 6531.7001953125, + 6560.2998046875, + 6588.7001953125, + 6583.39990234375, + 6614.39990234375, + 6660.2998046875, + 6697.7998046875, + 6697.89990234375, + 6728.7998046875, + 6683.2001953125, + 6648.5, + 6669.0, + 6659.0, + 6664.2998046875, + 6652.5, + 6664.0, + 6714.7998046875, + 6724.10009765625, + 6750.60009765625, + 6770.2001953125, + 6733.5, + 6840.39990234375, + 6779.7998046875, + 6777.2998046875, + 6788.89990234375, + 6798.89990234375, + 6804.39990234375, + 6827.10009765625, + 6762.39990234375, + 6877.7998046875, + 6911.5, + 6965.39990234375, + 6940.7998046875, + 6961.60009765625, + 6963.60009765625, + 6957.39990234375, + 7014.7998046875, + 7077.2998046875, + 7122.0, + 7102.7998046875, + 7084.7001953125, + 7172.5, + 7119.7001953125, + 7086.60009765625, + 6955.39990234375, + 6962.2998046875, + 6983.7001953125, + 7010.0, + 6991.10009765625, + 6985.0, + 6883.7001953125, + 6917.60009765625, + 6902.7001953125, + 6970.2998046875, + 6994.7998046875, + 6984.89990234375, + 7069.89990234375, + 7159.2001953125, + 7107.10009765625, + 6983.7001953125, + 6883.7001953125, + 6842.2001953125, + 6902.89990234375, + 6865.2998046875, + 6827.0, + 6827.89990234375, + 6857.2998046875, + 6883.10009765625, + 6755.0, + 6778.39990234375, + 6765.39990234375, + 6696.2998046875, + 6716.0, + 6898.60009765625, + 6875.2998046875, + 6899.39990234375, + 6903.5, + 6893.89990234375, + 6971.60009765625, + 6970.89990234375, + 6822.7998046875, + 6703.7001953125, + 6638.2998046875, + 6631.89990234375, + 6666.7998046875, + 6556.60009765625, + 6507.2998046875, + 6450.2001953125, + 6504.89990234375, + 6411.7001953125, + 6394.7001953125, + 6326.2998046875, + 6370.2001953125, + 6419.7998046875, + 6615.0, + 6661.60009765625, + 6693.5, + 6640.2001953125, + 6641.0, + 6695.89990234375, + 6701.0, + 6771.2998046875, + 6817.10009765625, + 6746.2998046875, + 6821.89990234375, + 6791.60009765625, + 6743.10009765625, + 6658.7998046875, + 6634.2998046875, + 6545.0, + 6594.7001953125, + 6602.5, + 6632.5, + 6571.89990234375, + 6583.7001953125, + 6602.0, + 6734.2001953125, + 6765.7998046875, + 6756.10009765625, + 6746.2001953125, + 6883.60009765625, + 6915.2998046875, + 6972.39990234375, + 7045.60009765625, + 7024.10009765625, + 7000.2001953125, + 7025.2001953125, + 7024.39990234375, + 7001.7998046875, + 6938.2998046875, + 6917.7001953125, + 6966.89990234375, + 6912.60009765625, + 6837.7001953125, + 6760.60009765625, + 6755.7998046875, + 6803.0, + 6798.60009765625, + 6802.89990234375, + 6812.2998046875, + 6882.7998046875, + 6861.0, + 6874.5, + 6950.60009765625, + 6901.5, + 6916.60009765625, + 6928.39990234375, + 6925.2998046875, + 6952.5, + 6953.0, + 6901.7998046875, + 6989.7001953125, + 6981.5, + 6887.2998046875, + 6858.2998046875, + 6780.0, + 6795.0, + 6754.39990234375, + 6768.39990234375, + 6821.39990234375, + 6812.10009765625, + 6880.2998046875, + 6864.89990234375, + 6824.5, + 6852.7001953125, + 6838.5, + 6871.7998046875, + 6965.7001953125, + 7003.10009765625, + 7154.10009765625, + 7139.89990234375, + 7084.10009765625, + 7093.2998046875, + 7074.0, + 7079.7001953125, + 7099.7998046875, + 7094.89990234375, + 7125.2001953125, + 7096.89990234375, + 7101.0, + 7089.2001953125, + 7062.60009765625, + 7079.10009765625, + 6945.10009765625, + 6969.39990234375, + 6977.7001953125, + 6972.39990234375, + 7091.39990234375, + 7089.60009765625, + 7054.2001953125, + 7100.7001953125, + 7065.10009765625, + 7072.5, + 6993.7001953125, + 6946.10009765625, + 7011.7001953125, + 7075.60009765625, + 7068.60009765625, + 7052.5, + 7021.10009765625, + 6940.7001953125, + 6913.60009765625, + 6947.7001953125, + 6914.39990234375, + 6902.7998046875, + 6875.5, + 6855.60009765625, + 6907.7998046875, + 6831.2001953125, + 6820.2998046875, + 6811.89990234375, + 6830.2001953125, + 6879.39990234375, + 6893.60009765625, + 6870.2998046875, + 6818.5, + 6894.5, + 6935.7998046875, + 6965.2998046875, + 7046.7001953125, + 7072.39990234375, + 7013.39990234375, + 6988.2001953125, + 6902.89990234375, + 6929.0, + 6935.60009765625, + 6925.2001953125, + 6996.7998046875, + 7025.89990234375, + 6879.5, + 6802.5, + 6814.2998046875, + 6751.89990234375, + 6709.39990234375, + 6725.2998046875, + 6711.60009765625, + 6813.7998046875, + 6827.60009765625, + 6763.89990234375, + 6770.0, + 6801.2001953125, + 6807.2998046875, + 6825.10009765625, + 6873.0, + 6872.7998046875, + 6847.0, + 6834.2001953125, + 6950.2001953125, + 6863.2998046875, + 6841.0, + 6769.89990234375, + 6801.0, + 6714.5, + 6720.89990234375, + 6758.60009765625, + 6663.89990234375, + 6698.5, + 6778.39990234375, + 6789.2998046875, + 6820.10009765625, + 6768.7998046875, + 6954.2001953125, + 7030.7001953125, + 7045.60009765625, + 7074.39990234375, + 7118.0, + 7021.5, + 7031.0, + 7032.10009765625, + 7115.39990234375, + 7042.5, + 7022.39990234375, + 6992.60009765625, + 6916.10009765625, + 6933.2998046875, + 6856.7001953125, + 6819.2001953125, + 6818.10009765625, + 6854.60009765625, + 6899.10009765625, + 6909.7001953125, + 6852.2001953125, + 6820.39990234375, + 6851.89990234375, + 6795.39990234375, + 6825.5, + 6880.2998046875, + 6813.10009765625, + 6755.2998046875, + 6754.7998046875, + 6735.2998046875, + 6782.10009765625, + 6732.10009765625, + 6648.89990234375, + 6666.5, + 6618.5, + 6658.7998046875, + 6787.2001953125, + 6842.39990234375, + 6760.7998046875, + 6780.39990234375, + 6877.7998046875, + 6833.7998046875, + 6817.10009765625, + 6698.5, + 6778.7998046875, + 6809.2001953125, + 6793.2001953125, + 6800.39990234375, + 6701.2998046875, + 6674.39990234375, + 6544.39990234375, + 6620.89990234375, + 6568.10009765625, + 6533.0, + 6543.10009765625, + 6635.60009765625, + 6651.60009765625, + 6562.89990234375, + 6560.7998046875, + 6585.0, + 6751.2001953125, + 6787.7001953125, + 6670.89990234375, + 6668.0, + 6663.10009765625, + 6769.5, + 6832.7001953125, + 6849.39990234375, + 6840.10009765625, + 6909.60009765625, + 6956.60009765625, + 6999.89990234375, + 7052.39990234375, + 6989.5, + 7038.5, + 7159.5, + 7176.5, + 7122.2998046875, + 7104.5, + 7062.2001953125, + 7092.60009765625, + 7157.89990234375, + 7048.60009765625, + 7053.39990234375, + 7047.0, + 6919.2001953125, + 6854.7001953125, + 6839.39990234375, + 6820.0, + 6852.5, + 6921.2998046875, + 6937.2998046875, + 6918.5, + 6886.5, + 6868.0, + 6965.0, + 6882.7998046875, + 6803.7001953125, + 6879.39990234375, + 6957.7001953125, + 6988.10009765625, + 6971.89990234375, + 7000.7998046875, + 7009.2998046875, + 6955.5, + 6920.0, + 6917.89990234375, + 6894.7001953125, + 6833.5, + 6771.7998046875, + 6816.60009765625, + 6796.10009765625, + 6781.39990234375, + 6792.5, + 6755.2998046875, + 6754.89990234375, + 6748.0, + 6832.2998046875, + 6879.39990234375, + 6937.10009765625, + 6986.5, + 7020.5, + 7014.10009765625, + 7111.7001953125, + 7102.10009765625, + 7030.10009765625, + 7027.39990234375, + 6903.0, + 6860.2998046875, + 6766.2998046875, + 6746.2001953125, + 6625.2001953125, + 6655.2998046875, + 6565.10009765625, + 6571.0, + 6503.7001953125, + 6416.89990234375, + 6475.2001953125, + 6520.10009765625, + 6535.10009765625, + 6726.7001953125, + 6677.39990234375, + 6782.0, + 6739.7998046875, + 6766.7998046875, + 6717.0, + 6743.7001953125, + 6776.89990234375, + 6878.5, + 6941.10009765625, + 7011.7998046875, + 7078.39990234375, + 7107.5, + 7190.0, + 7199.7998046875, + 7251.89990234375, + 7183.7001953125, + 7212.10009765625, + 7256.89990234375, + 7326.60009765625, + 7299.89990234375, + 7220.89990234375, + 7047.2001953125, + 7067.60009765625, + 7101.89990234375, + 7023.60009765625, + 7096.2001953125, + 7082.39990234375, + 7090.60009765625, + 7147.39990234375, + 7170.2998046875, + 7104.7001953125, + 7140.89990234375, + 7152.10009765625, + 7223.7001953125, + 7203.7998046875, + 7243.10009765625, + 7225.2998046875, + 7167.2998046875, + 7076.0, + 6958.7998046875, + 6962.0, + 6905.10009765625, + 6788.2001953125, + 6792.7001953125, + 6777.5, + 6747.10009765625, + 6628.0, + 6707.39990234375, + 6795.0, + 6832.2001953125, + 6898.2998046875, + 6978.0, + 7004.0, + 7013.7998046875, + 7064.60009765625, + 7088.2001953125, + 7177.7001953125, + 7241.5, + 7260.10009765625, + 7305.60009765625, + 7303.7998046875, + 7356.7001953125, + 7388.60009765625, + 7331.0, + 7316.7001953125, + 7325.2998046875, + 7330.0, + 7301.2001953125, + 7324.2998046875, + 7338.5, + 7290.7998046875, + 7308.39990234375, + 7347.89990234375, + 7241.10009765625, + 7202.39990234375, + 7087.5, + 7065.7001953125, + 7088.89990234375, + 7037.89990234375, + 7001.10009765625, + 6977.2998046875, + 6879.7998046875, + 6935.10009765625, + 6890.89990234375, + 6844.89990234375, + 6757.2001953125, + 6694.60009765625, + 6696.5, + 6729.60009765625, + 6583.60009765625, + 6596.39990234375, + 6646.39990234375, + 6692.2001953125, + 6697.7001953125, + 6661.2001953125, + 6651.39990234375, + 6655.2998046875, + 6726.89990234375, + 6704.2998046875, + 6846.5, + 6854.2998046875, + 6892.7998046875, + 6959.39990234375, + 6859.89990234375, + 6927.2001953125, + 6924.2998046875, + 6966.2998046875, + 6961.2001953125, + 6910.2001953125, + 6975.7001953125, + 6945.7001953125, + 6940.60009765625, + 6959.2001953125, + 6948.60009765625, + 6925.89990234375, + 7003.7001953125, + 7029.39990234375, + 7024.10009765625, + 7022.5, + 7029.7998046875, + 6989.39990234375, + 7092.7998046875, + 7094.7998046875, + 7092.5, + 7156.39990234375, + 7158.0, + 7229.0, + 7210.89990234375, + 7245.2001953125, + 7282.7998046875, + 7262.89990234375, + 7262.2998046875, + 7318.10009765625, + 7391.7001953125, + 7388.7998046875, + 7372.10009765625, + 7427.60009765625, + 7416.2001953125, + 7478.5, + 7499.7001953125, + 7444.7998046875, + 7510.39990234375, + 7486.7001953125, + 7501.10009765625, + 7513.39990234375, + 7499.89990234375, + 7484.2998046875, + 7473.89990234375, + 7464.5, + 7361.89990234375, + 7383.0, + 7391.5, + 7359.2998046875, + 7366.2001953125, + 7326.7001953125, + 7294.7998046875, + 7142.39990234375, + 7112.2998046875, + 7210.2998046875, + 7183.2001953125, + 7130.2001953125, + 7178.10009765625, + 7202.7001953125, + 7252.0, + 7198.39990234375, + 7239.2998046875, + 7183.60009765625, + 7219.5, + 7272.7998046875, + 7262.60009765625, + 7323.2001953125, + 7407.7998046875, + 7357.10009765625, + 7472.39990234375, + 7377.39990234375, + 7359.89990234375, + 7356.2998046875, + 7386.10009765625, + 7370.5, + 7312.10009765625, + 7398.5, + 7443.0, + 7398.89990234375, + 7472.7001953125, + 7487.89990234375, + 7461.5, + 7414.2001953125, + 7449.10009765625, + 7489.89990234375, + 7438.10009765625, + 7453.7001953125, + 7452.0, + 7504.89990234375, + 7414.0, + 7387.60009765625, + 7325.10009765625, + 7317.0, + 7231.89990234375, + 7176.7998046875, + 7209.39990234375, + 7219.2001953125, + 7155.5, + 7167.7998046875, + 7168.2998046875, + 7207.60009765625, + 7173.0, + 7195.2998046875, + 7193.89990234375, + 7192.2001953125, + 7211.2998046875, + 7289.0, + 7338.60009765625, + 7380.89990234375, + 7388.7998046875, + 7453.7001953125, + 7450.7998046875, + 7443.0, + 7436.7998046875, + 7394.60009765625, + 7368.10009765625, + 7345.89990234375, + 7381.10009765625, + 7342.7998046875, + 7415.89990234375, + 7408.0, + 7395.39990234375, + 7421.2998046875, + 7316.0, + 7352.60009765625, + 7252.7998046875, + 7222.2001953125, + 7189.60009765625, + 7250.7001953125, + 7286.0, + 7301.10009765625, + 7305.2998046875, + 7256.0, + 7263.89990234375, + 7243.5, + 7250.89990234375, + 7201.5, + 7138.10009765625, + 7150.2001953125, + 7225.0, + 7323.0, + 7359.7998046875, + 7402.7998046875, + 7298.5, + 7325.2998046875, + 7367.60009765625, + 7381.89990234375, + 7357.60009765625, + 7392.89990234375, + 7433.60009765625, + 7529.2001953125, + 7526.39990234375, + 7551.2998046875, + 7563.2998046875, + 7472.2998046875, + 7487.7001953125, + 7494.7001953125, + 7576.5, + 7515.2001953125, + 7498.39990234375, + 7457.7998046875, + 7431.0, + 7395.0, + 7418.10009765625, + 7383.10009765625, + 7381.39990234375, + 7354.7998046875, + 7381.89990234375, + 7415.60009765625, + 7432.60009765625, + 7406.7998046875, + 7431.0, + 7469.10009765625, + 7451.60009765625, + 7501.0, + 7501.2998046875, + 7505.0, + 7565.39990234375, + 7469.39990234375, + 7436.0, + 7428.2001953125, + 7446.2998046875, + 7423.89990234375, + 7368.0, + 7386.0, + 7375.89990234375, + 7393.2998046875, + 7255.60009765625, + 7270.7001953125, + 7302.0, + 7291.0, + 7339.7998046875, + 7386.7998046875 + ] + ], + "strengths": [ + [ + -1600.2666015625, + 201.4000244140625, + 1162.6500244140625, + 1291.4000244140625, + 1407.8516845703125, + 1415.0111083984375, + 1520.3131103515625, + 1490.6307373046875, + 1493.2965087890625, + 1540.2235107421875, + 1491.8109130859375, + 1486.8878173828125, + 1493.3768310546875, + 1522.2420654296875, + 1576.4000244140625, + 1597.7999267578125, + 1562.2000732421875, + 1603.7999267578125, + 1615.7000732421875, + 1628.4000244140625, + 1695.9000244140625, + 1732.5001220703125, + 1767.2000732421875, + 1802.2000732421875, + 1801.9000244140625, + 1812.2999267578125, + 1813.5999755859375, + 1849.7999267578125, + 1868.0999755859375, + 1888.9000244140625, + 1918.2000732421875, + 1998.0999755859375, + 1989.4000244140625, + 1985.2000732421875, + 1984.5999755859375, + 2043.2999267578125, + 2112.89990234375, + 2244.2001953125, + 2329.10009765625, + 2343.2998046875, + 2429.7001953125, + 2513.60009765625, + 2583.7998046875, + 2573.0, + 2520.2998046875, + 2572.60009765625, + 2598.69970703125, + 2661.0, + 2700.10009765625, + 2643.7998046875, + 2611.39990234375, + 2758.19970703125, + 2844.0, + 2897.19970703125, + 2908.0, + 3021.10009765625, + 3037.89990234375, + 3175.60009765625, + 3344.0, + 3370.0, + 3456.2998046875, + 3470.10009765625, + 3582.7998046875, + 3656.19970703125, + 3796.39990234375, + 3835.2998046875, + 3867.7998046875, + 3827.5, + 3890.2998046875, + 3916.69970703125, + 3974.69970703125, + 3948.60009765625, + 3891.39990234375, + 3956.0, + 4008.5, + 4026.39990234375, + 4059.69970703125, + 4112.2998046875, + 4101.5, + 4061.69970703125, + 4034.69970703125, + 4031.5, + 4157.89990234375, + 4239.69970703125, + 4293.0, + 4403.2998046875, + 4398.0, + 4504.10009765625, + 4483.2998046875, + 4523.60009765625, + 4480.5, + 4464.0, + 4423.60009765625, + 4416.19970703125, + 4394.39990234375, + 4398.5, + 4373.19970703125, + 4290.0, + 4249.10009765625, + 4232.10009765625, + 4257.89990234375, + 4210.7998046875, + 4196.60009765625, + 4263.0, + 4268.10009765625, + 4214.10009765625, + 4230.2998046875, + 4288.19970703125, + 4246.89990234375, + 4236.0, + 4207.69970703125, + 4270.7998046875, + 4272.10009765625, + 4228.60009765625, + 4272.39990234375, + 4305.7998046875, + 4295.39990234375, + 4255.7998046875, + 4307.69970703125, + 4359.10009765625, + 4358.5, + 4369.0, + 4405.39990234375, + 4458.5, + 4499.89990234375, + 4453.2998046875, + 4454.10009765625, + 4436.10009765625, + 4427.39990234375, + 4411.19970703125, + 4445.19970703125, + 4495.89990234375, + 4365.7998046875, + 4466.39990234375, + 4457.7998046875, + 4463.39990234375, + 4495.69970703125, + 4464.19970703125, + 4516.5, + 4534.19970703125, + 4565.69970703125, + 4551.7998046875, + 4554.69970703125, + 4589.10009765625, + 4648.2998046875, + 4759.60009765625, + 4707.0, + 4790.39990234375, + 4718.39990234375, + 4807.19970703125, + 4865.7998046875, + 4914.7998046875, + 4909.19970703125, + 4927.89990234375, + 4894.19970703125, + 4926.2998046875, + 4930.7998046875, + 4892.0, + 4750.89990234375, + 4784.2998046875, + 4718.69970703125, + 4760.19970703125, + 4634.10009765625, + 4609.2998046875, + 4571.0, + 4588.89990234375, + 4634.0, + 4634.19970703125, + 4577.60009765625, + 4613.7998046875, + 4667.0, + 4826.39990234375, + 4915.69970703125, + 4984.89990234375, + 5027.0, + 5089.10009765625, + 5146.5, + 5187.89990234375, + 5222.69970703125, + 5247.19970703125, + 5221.2998046875, + 5219.89990234375, + 5247.0, + 5181.19970703125, + 5081.19970703125, + 5042.39990234375, + 4971.0, + 4889.0, + 4870.5, + 4826.7998046875, + 4838.69970703125, + 4876.10009765625, + 4854.39990234375, + 4948.5, + 4934.60009765625, + 5013.39990234375, + 4995.89990234375, + 4959.60009765625, + 4955.60009765625, + 5007.89990234375, + 5032.39990234375, + 5082.89990234375, + 5205.39990234375, + 5236.10009765625, + 5297.69970703125, + 5315.89990234375, + 5345.60009765625, + 5329.69970703125, + 5199.7998046875, + 5182.5, + 5229.10009765625, + 5287.89990234375, + 5282.0, + 5197.0, + 5156.89990234375, + 5121.39990234375, + 5098.10009765625, + 5036.2998046875, + 4955.7998046875, + 4934.7998046875, + 5017.89990234375, + 5127.60009765625, + 5209.69970703125, + 5178.7998046875, + 5234.60009765625, + 5296.19970703125, + 5315.69970703125, + 5378.19970703125, + 5262.69970703125, + 5235.89990234375, + 5248.0, + 5301.60009765625, + 5256.7998046875, + 5272.2998046875, + 5259.39990234375, + 5245.69970703125, + 5215.19970703125, + 5220.69970703125, + 5168.10009765625, + 5268.39990234375, + 5224.89990234375, + 5270.19970703125, + 5402.39990234375, + 5363.39990234375, + 5321.69970703125, + 5369.39990234375, + 5361.39990234375, + 5272.0, + 5299.10009765625, + 5373.7998046875, + 5327.60009765625, + 5255.19970703125, + 5244.19970703125, + 5163.7998046875, + 5198.5, + 5178.7998046875, + 5186.5, + 5183.39990234375, + 5168.10009765625, + 5168.69970703125, + 5136.5, + 5133.5, + 5265.60009765625, + 5260.69970703125, + 5360.89990234375, + 5474.60009765625, + 5542.89990234375, + 5542.0, + 5513.39990234375, + 5562.7998046875, + 5554.89990234375, + 5537.10009765625, + 5485.19970703125, + 5490.69970703125, + 5502.0, + 5456.2998046875, + 5367.2998046875, + 5328.10009765625, + 5378.60009765625, + 5269.10009765625, + 5268.60009765625, + 5341.89990234375, + 5294.89990234375, + 5364.5, + 5386.39990234375, + 5490.89990234375, + 5647.60009765625, + 5719.19970703125, + 5711.89990234375, + 5709.60009765625, + 5691.19970703125, + 5746.69970703125, + 5656.7998046875, + 5744.7998046875, + 5669.69970703125, + 5663.60009765625, + 5569.0, + 5593.7998046875, + 5536.19970703125, + 5513.89990234375, + 5472.7998046875, + 5452.60009765625, + 5441.89990234375, + 5446.7998046875, + 5397.2998046875, + 5356.10009765625, + 5397.19970703125, + 5465.10009765625, + 5511.2998046875, + 5496.19970703125, + 5577.60009765625, + 5571.10009765625, + 5574.7998046875, + 5609.19970703125, + 5585.2998046875, + 5605.7998046875, + 5675.60009765625, + 5714.2998046875, + 5824.5, + 5892.89990234375, + 5861.69970703125, + 5901.19970703125, + 5953.10009765625, + 5906.69970703125, + 5878.19970703125, + 5869.7998046875, + 5870.0, + 5883.39990234375, + 5872.60009765625, + 5883.2998046875, + 5821.2998046875, + 5684.10009765625, + 5684.69970703125, + 5585.39990234375, + 5511.0, + 5507.60009765625, + 5515.19970703125, + 5590.19970703125, + 5597.10009765625, + 5568.60009765625, + 5607.39990234375, + 5667.0, + 5571.89990234375, + 5590.69970703125, + 5711.2998046875, + 5717.10009765625, + 5752.69970703125, + 5775.0, + 5759.2998046875, + 5762.5, + 5684.10009765625, + 5678.0, + 5715.0, + 5654.10009765625, + 5718.19970703125, + 5727.2998046875, + 5705.5, + 5584.69970703125, + 5532.5, + 5600.5, + 5601.60009765625, + 5641.69970703125, + 5581.69970703125, + 5538.19970703125, + 5540.2998046875, + 5592.0, + 5686.0, + 5597.7998046875, + 5555.60009765625, + 5701.0, + 5740.19970703125, + 5758.10009765625, + 5756.60009765625, + 5715.2998046875, + 5739.0, + 5726.10009765625, + 5824.39990234375, + 5952.60009765625, + 5973.10009765625, + 5932.0, + 5921.89990234375, + 5956.19970703125, + 5984.10009765625, + 5970.5, + 5954.60009765625, + 5907.60009765625, + 5792.19970703125, + 5821.2998046875, + 5814.89990234375, + 5647.60009765625, + 5550.39990234375, + 5594.2998046875, + 5546.69970703125, + 5551.5, + 5612.89990234375, + 5634.39990234375, + 5604.60009765625, + 5610.89990234375, + 5634.0, + 5745.39990234375, + 5645.69970703125, + 5572.0, + 5611.89990234375, + 5664.19970703125, + 5586.0, + 5559.89990234375, + 5547.60009765625, + 5412.39990234375, + 5416.19970703125, + 5452.39990234375, + 5478.39990234375, + 5489.2998046875, + 5464.0, + 5549.89990234375, + 5600.69970703125, + 5711.0, + 5618.89990234375, + 5634.7998046875, + 5712.5, + 5769.5, + 5804.19970703125, + 5889.60009765625, + 5831.5, + 5767.7998046875, + 5769.2998046875, + 5848.7998046875, + 5782.10009765625, + 5822.89990234375, + 5763.2998046875, + 5832.89990234375, + 5920.0, + 5928.10009765625, + 5910.0, + 5858.0, + 5886.2998046875, + 5859.39990234375, + 5924.89990234375, + 5892.5, + 5727.7998046875, + 5779.2998046875, + 5736.2998046875, + 5795.7998046875, + 5859.60009765625, + 5904.5, + 5905.0, + 5802.7998046875, + 5688.89990234375, + 5742.10009765625, + 5680.10009765625, + 5691.0, + 5645.7998046875, + 5709.2998046875, + 5824.39990234375, + 5821.39990234375, + 5752.5, + 5775.0, + 5670.69970703125, + 5637.5, + 5754.0, + 5865.10009765625, + 5790.0, + 5759.5, + 5810.10009765625, + 5861.89990234375, + 5888.2998046875, + 5747.89990234375, + 5783.89990234375, + 5825.0, + 5894.60009765625, + 5798.60009765625, + 5769.19970703125, + 5628.19970703125, + 5630.19970703125, + 5617.19970703125, + 5605.2998046875, + 5573.7998046875, + 5536.7998046875, + 5528.10009765625, + 5662.69970703125, + 5573.5, + 5598.10009765625, + 5566.10009765625, + 5626.39990234375, + 5668.89990234375, + 5793.7998046875, + 5843.5, + 5880.0, + 5857.5, + 5883.10009765625, + 5949.0, + 5986.5, + 5964.60009765625, + 5938.0, + 5922.0, + 5912.60009765625, + 5853.19970703125, + 5879.7998046875, + 5780.19970703125, + 5722.60009765625, + 5764.19970703125, + 5920.60009765625, + 5905.0, + 5851.39990234375, + 5789.60009765625, + 5822.89990234375, + 5820.60009765625, + 5908.39990234375, + 5993.5, + 6048.19970703125, + 6020.10009765625, + 5987.0, + 5967.19970703125, + 5946.60009765625, + 5811.39990234375, + 5830.69970703125, + 5803.69970703125, + 5878.69970703125, + 5972.39990234375, + 5958.7998046875, + 5998.60009765625, + 5944.19970703125, + 5906.2998046875, + 5967.0, + 6068.0, + 6124.2998046875, + 6178.5, + 6171.19970703125, + 6244.7998046875, + 6175.2998046875, + 6144.89990234375, + 6024.5, + 5953.89990234375, + 5948.69970703125, + 5965.7998046875, + 5966.19970703125, + 5930.69970703125, + 5927.5, + 5793.60009765625, + 5801.2998046875, + 5868.60009765625, + 5831.69970703125, + 5888.5, + 5733.39990234375, + 5823.39990234375, + 5924.19970703125, + 5902.19970703125, + 5829.2998046875, + 5746.5, + 5774.10009765625, + 5789.2998046875, + 5866.60009765625, + 5947.10009765625, + 5928.10009765625, + 5992.60009765625, + 5984.7998046875, + 6052.2998046875, + 6115.19970703125, + 5973.5, + 5928.0, + 5920.89990234375, + 5921.0, + 5984.2998046875, + 5986.39990234375, + 5902.5, + 5941.19970703125, + 5918.60009765625, + 5879.10009765625, + 5852.2998046875, + 5919.2998046875, + 5913.60009765625, + 6013.39990234375, + 6070.69970703125, + 6135.60009765625, + 6160.39990234375, + 6038.19970703125, + 6027.69970703125, + 5944.19970703125, + 6007.0, + 5935.60009765625, + 5940.19970703125, + 5956.7998046875, + 6013.19970703125, + 5999.39990234375, + 5908.60009765625, + 5861.60009765625, + 5897.5, + 5932.0, + 5981.60009765625, + 6156.10009765625, + 6130.0, + 6094.39990234375, + 6127.89990234375, + 6163.19970703125, + 6123.2998046875, + 6115.39990234375, + 6109.39990234375, + 6118.5, + 6199.10009765625, + 6229.60009765625, + 6259.89990234375, + 6197.19970703125, + 6191.19970703125, + 6191.5, + 6221.39990234375, + 6256.19970703125, + 6257.19970703125, + 6256.69970703125, + 6216.89990234375, + 6156.69970703125, + 6171.19970703125, + 6081.10009765625, + 6100.60009765625, + 6120.39990234375, + 6067.19970703125, + 5981.0, + 5924.7998046875, + 5880.2998046875, + 5771.19970703125, + 5728.5, + 5703.7998046875, + 5712.2998046875, + 5755.89990234375, + 5654.39990234375, + 5672.89990234375, + 5568.10009765625, + 5525.69970703125, + 5565.2998046875, + 5554.39990234375, + 5611.2998046875, + 5662.69970703125, + 5703.39990234375, + 5710.60009765625, + 5764.19970703125, + 5784.10009765625, + 5775.2998046875, + 5793.89990234375, + 5895.39990234375, + 6013.2998046875, + 6083.69970703125, + 6107.60009765625, + 6068.89990234375, + 6159.89990234375, + 6161.5, + 6069.2998046875, + 6201.19970703125, + 6191.2998046875, + 6183.2998046875, + 6207.10009765625, + 6270.2998046875, + 6291.39990234375, + 6279.89990234375, + 6241.10009765625, + 6135.5, + 6140.2998046875, + 6199.10009765625, + 6209.39990234375, + 6203.5, + 6214.89990234375, + 6137.7998046875, + 6057.69970703125, + 6017.7998046875, + 5992.2998046875, + 5960.19970703125, + 5905.69970703125, + 5972.60009765625, + 5935.7998046875, + 6014.19970703125, + 5984.2998046875, + 5945.39990234375, + 5977.89990234375, + 5932.5, + 5985.89990234375, + 6069.39990234375, + 6075.69970703125, + 6115.7998046875, + 6068.2998046875, + 6007.89990234375, + 5989.19970703125, + 6058.0, + 6045.69970703125, + 6048.10009765625, + 5946.69970703125, + 6001.60009765625, + 5999.19970703125, + 5821.5, + 5813.89990234375, + 5842.89990234375, + 5841.0, + 5877.60009765625, + 5848.5, + 5912.5, + 5996.19970703125, + 6003.39990234375, + 6061.39990234375, + 6115.39990234375, + 6206.2998046875, + 6211.5, + 6185.10009765625, + 6324.60009765625, + 6288.10009765625, + 6367.2998046875, + 6371.19970703125, + 6494.7998046875, + 6526.39990234375, + 6473.5, + 6458.19970703125, + 6287.0, + 6295.19970703125, + 6245.69970703125, + 6222.5, + 6182.19970703125, + 6220.60009765625, + 6146.19970703125, + 6155.0, + 6140.5, + 6112.10009765625, + 6107.39990234375, + 6100.10009765625, + 6095.5, + 6101.10009765625, + 5964.5, + 5912.39990234375, + 5869.7998046875, + 5908.7998046875, + 5948.0, + 6005.60009765625, + 6023.19970703125, + 5989.69970703125, + 6028.69970703125, + 5983.2998046875, + 6000.5, + 6013.0, + 6059.10009765625, + 6121.19970703125, + 6195.10009765625, + 6113.7998046875, + 6116.60009765625, + 6014.39990234375, + 6069.2998046875, + 6069.19970703125, + 6044.60009765625, + 6044.19970703125, + 6044.60009765625, + 5990.7998046875, + 6099.0, + 6082.39990234375, + 6002.5, + 6058.5, + 6172.10009765625, + 6197.69970703125, + 6199.0, + 6240.7998046875, + 6210.2998046875, + 6146.0, + 6155.89990234375, + 6191.19970703125, + 6254.7998046875, + 6282.69970703125, + 6302.10009765625, + 6361.69970703125, + 6393.7998046875, + 6376.89990234375, + 6352.10009765625, + 6348.7998046875, + 6350.89990234375, + 6340.2998046875, + 6432.2998046875, + 6295.69970703125, + 6343.69970703125, + 6277.2998046875, + 6234.10009765625, + 6051.2998046875, + 6088.0, + 6028.89990234375, + 5932.89990234375, + 5882.39990234375, + 5881.5, + 5858.39990234375, + 5801.10009765625, + 5766.2998046875, + 5887.69970703125, + 5861.5, + 5869.39990234375, + 5939.5, + 5951.10009765625, + 5890.0, + 5828.5, + 5897.7998046875, + 5935.7998046875, + 5968.69970703125, + 6032.7998046875, + 6080.19970703125, + 6176.19970703125, + 6219.10009765625, + 6231.10009765625, + 6166.89990234375, + 6146.5, + 6183.60009765625, + 6172.19970703125, + 6281.7998046875, + 6263.2998046875, + 6303.10009765625, + 6228.89990234375, + 6224.19970703125, + 6188.10009765625, + 6106.60009765625, + 6050.2998046875, + 6021.7998046875, + 6019.19970703125, + 6015.7998046875, + 5911.19970703125, + 5977.39990234375, + 5931.5, + 5915.7998046875, + 5936.39990234375, + 5996.5, + 6020.69970703125, + 6030.2998046875, + 6086.10009765625, + 6059.2998046875, + 6154.60009765625, + 6186.19970703125, + 6151.5, + 6131.69970703125, + 6165.5, + 6184.2998046875, + 6199.7998046875, + 6316.10009765625, + 6324.2998046875, + 6355.89990234375, + 6319.5, + 6346.0, + 6248.69970703125, + 6194.2998046875, + 6133.10009765625, + 6160.89990234375, + 6167.60009765625, + 6183.60009765625, + 6196.2998046875, + 6187.39990234375, + 6159.7998046875, + 6169.5, + 6210.89990234375, + 6212.7998046875, + 6210.39990234375, + 6260.39990234375, + 6397.39990234375, + 6357.19970703125, + 6446.5, + 6401.39990234375, + 6399.5, + 6355.69970703125, + 6429.69970703125, + 6340.19970703125, + 6313.69970703125, + 6277.60009765625, + 6311.89990234375, + 6192.19970703125, + 6215.5, + 6264.7998046875, + 6261.0, + 6303.60009765625, + 6363.39990234375, + 6394.2998046875, + 6343.19970703125, + 6272.10009765625, + 6265.89990234375, + 6275.39990234375, + 6258.19970703125, + 6281.89990234375, + 6317.10009765625, + 6328.39990234375, + 6333.89990234375, + 6316.69970703125, + 6344.69970703125, + 6350.2998046875, + 6365.10009765625, + 6343.60009765625, + 6370.39990234375, + 6365.10009765625, + 6363.39990234375, + 6379.2998046875, + 6345.19970703125, + 6319.60009765625, + 6362.19970703125, + 6198.10009765625, + 6203.89990234375, + 6192.19970703125, + 6166.10009765625, + 6138.60009765625, + 6126.2998046875, + 6207.69970703125, + 6173.0, + 6211.19970703125, + 6195.0, + 6210.39990234375, + 6196.2998046875, + 6088.60009765625, + 6132.39990234375, + 6151.7998046875, + 6157.5, + 6099.89990234375, + 6104.69970703125, + 6191.7998046875, + 6184.89990234375, + 6253.2998046875, + 6243.10009765625, + 6216.89990234375, + 6207.0, + 6241.10009765625, + 6263.5, + 6305.2998046875, + 6309.39990234375, + 6271.69970703125, + 6317.60009765625, + 6309.7998046875, + 6292.0, + 6180.2998046875, + 6120.69970703125, + 6174.2998046875, + 6224.60009765625, + 6224.0, + 6240.89990234375, + 6270.2998046875, + 6268.7998046875, + 6204.10009765625, + 6299.39990234375, + 6296.0, + 6287.19970703125, + 6304.19970703125, + 6437.19970703125, + 6356.69970703125, + 6387.0, + 6281.2998046875, + 6264.5, + 6278.5, + 6203.19970703125, + 6254.5, + 6180.5, + 6233.19970703125, + 6208.60009765625, + 6099.10009765625, + 6039.0, + 6121.5, + 6135.60009765625, + 6159.0, + 6215.19970703125, + 6234.60009765625, + 6115.89990234375, + 6175.60009765625, + 6197.7998046875, + 6166.60009765625, + 6169.39990234375, + 6232.2998046875, + 6228.10009765625, + 6273.2998046875, + 6202.7998046875, + 6194.89990234375, + 6268.10009765625, + 6323.69970703125, + 6380.10009765625, + 6413.5, + 6501.0, + 6471.5, + 6360.2998046875, + 6458.5, + 6462.0, + 6599.49951171875, + 6586.10009765625, + 6569.30029296875, + 6607.99951171875, + 6576.30029296875, + 6528.39990234375, + 6479.5, + 6488.19970703125, + 6479.0, + 6553.60009765625, + 6608.69970703125, + 6535.10009765625, + 6531.7998046875, + 6521.39990234375, + 6489.19970703125, + 6493.0, + 6501.10009765625, + 6485.60009765625, + 6408.2998046875, + 6399.39990234375, + 6259.10009765625, + 6216.69970703125, + 6187.7998046875, + 6223.2998046875, + 6236.0, + 6158.19970703125, + 6053.0, + 5993.5, + 5913.7998046875, + 5955.10009765625, + 5994.89990234375, + 6095.7998046875, + 6182.60009765625 + ], + [ + -1389.5999755859375, + 108.066650390625, + 478.9000244140625, + 464.3167724609375, + 726.4000244140625, + 856.0155029296875, + 987.2332763671875, + 1041.0155029296875, + 1241.7225341796875, + 1264.6353759765625, + 1346.0052490234375, + 1432.1229248046875, + 1493.1583251953125, + 1490.9918212890625, + 1537.4000244140625, + 1731.7999267578125, + 1818.7000732421875, + 1882.2000732421875, + 1914.0001220703125, + 1930.7000732421875, + 1910.4000244140625, + 1875.9000244140625, + 1854.5001220703125, + 1905.4000244140625, + 1922.5001220703125, + 1902.5999755859375, + 1952.5001220703125, + 2059.5, + 2137.60009765625, + 2133.5, + 2222.7998046875, + 2302.2001953125, + 2347.10009765625, + 2465.19970703125, + 2534.89990234375, + 2603.69970703125, + 2616.60009765625, + 2701.39990234375, + 2785.5, + 2919.69970703125, + 2934.60009765625, + 2976.39990234375, + 3144.39990234375, + 3170.39990234375, + 3247.89990234375, + 3265.39990234375, + 3317.19970703125, + 3400.0, + 3624.5, + 3669.19970703125, + 3792.7998046875, + 3800.19970703125, + 3798.39990234375, + 3906.7998046875, + 3873.69970703125, + 3852.60009765625, + 3851.2998046875, + 3953.0, + 3973.2998046875, + 4027.0, + 4070.89990234375, + 4058.7998046875, + 4039.69970703125, + 4019.89990234375, + 3989.69970703125, + 4053.60009765625, + 4095.0, + 4147.60009765625, + 4225.89990234375, + 4335.5, + 4367.39990234375, + 4371.69970703125, + 4429.10009765625, + 4414.0, + 4490.10009765625, + 4482.7998046875, + 4511.5, + 4623.2998046875, + 4560.5, + 4543.2998046875, + 4530.5, + 4557.0, + 4513.60009765625, + 4437.89990234375, + 4438.2998046875, + 4415.5, + 4444.60009765625, + 4423.0, + 4402.60009765625, + 4456.39990234375, + 4434.5, + 4445.10009765625, + 4514.69970703125, + 4577.0, + 4585.60009765625, + 4570.19970703125, + 4650.89990234375, + 4675.10009765625, + 4719.5, + 4702.5, + 4650.5, + 4674.2998046875, + 4769.39990234375, + 4806.0, + 4877.0, + 4873.2998046875, + 4933.60009765625, + 4936.89990234375, + 4990.39990234375, + 5013.69970703125, + 5038.7998046875, + 5073.5, + 5081.7998046875, + 5174.69970703125, + 5267.10009765625, + 5301.10009765625, + 5303.69970703125, + 5293.89990234375, + 5264.7998046875, + 5241.69970703125, + 5215.2998046875, + 5264.69970703125, + 5221.10009765625, + 5246.0, + 5283.5, + 5350.7998046875, + 5344.10009765625, + 5377.2998046875, + 5368.7998046875, + 5384.0, + 5373.39990234375, + 5338.60009765625, + 5381.19970703125, + 5476.0, + 5542.60009765625, + 5523.7998046875, + 5553.7998046875, + 5460.39990234375, + 5401.0, + 5368.69970703125, + 5363.39990234375, + 5341.7998046875, + 5349.7998046875, + 5302.5, + 5346.69970703125, + 5340.2998046875, + 5314.0, + 5300.89990234375, + 5283.19970703125, + 5290.5, + 5258.69970703125, + 5341.7998046875, + 5362.89990234375, + 5380.7998046875, + 5251.7998046875, + 5257.2998046875, + 5234.0, + 5210.39990234375, + 5120.5, + 5170.19970703125, + 5171.39990234375, + 5131.89990234375, + 5124.10009765625, + 5114.39990234375, + 5008.5, + 4989.39990234375, + 4998.0, + 5157.5, + 5177.39990234375, + 5198.7998046875, + 5193.2998046875, + 5230.19970703125, + 5227.5, + 5258.89990234375, + 5199.0, + 5191.10009765625, + 5142.0, + 5096.2998046875, + 5052.5, + 4977.19970703125, + 4899.19970703125, + 4847.5, + 4809.60009765625, + 4858.60009765625, + 4871.60009765625, + 4886.39990234375, + 4893.0, + 4937.60009765625, + 5032.5, + 5064.5, + 5103.39990234375, + 5197.5, + 5241.7998046875, + 5241.60009765625, + 5253.39990234375, + 5329.10009765625, + 5325.7998046875, + 5376.10009765625, + 5359.39990234375, + 5274.2998046875, + 5288.89990234375, + 5207.7998046875, + 5251.10009765625, + 5265.69970703125, + 5273.60009765625, + 5314.5, + 5247.39990234375, + 5298.89990234375, + 5286.60009765625, + 5256.2998046875, + 5281.10009765625, + 5280.89990234375, + 5365.7998046875, + 5399.19970703125, + 5436.5, + 5519.69970703125, + 5473.7998046875, + 5528.5, + 5500.60009765625, + 5504.2998046875, + 5554.19970703125, + 5469.0, + 5534.89990234375, + 5484.19970703125, + 5525.39990234375, + 5581.7998046875, + 5573.89990234375, + 5480.69970703125, + 5567.5, + 5611.39990234375, + 5572.5, + 5569.2998046875, + 5487.5, + 5529.39990234375, + 5568.5, + 5641.39990234375, + 5604.10009765625, + 5577.39990234375, + 5541.0, + 5442.39990234375, + 5463.39990234375, + 5491.89990234375, + 5479.19970703125, + 5446.19970703125, + 5531.10009765625, + 5511.89990234375, + 5561.2998046875, + 5627.7998046875, + 5591.39990234375, + 5650.10009765625, + 5763.69970703125, + 5775.10009765625, + 5764.89990234375, + 5869.39990234375, + 5961.0, + 5974.10009765625, + 5949.39990234375, + 6040.7998046875, + 5949.69970703125, + 5933.19970703125, + 6004.69970703125, + 6028.60009765625, + 6142.10009765625, + 6113.69970703125, + 6093.10009765625, + 6126.0, + 6122.19970703125, + 6135.10009765625, + 6126.10009765625, + 6043.19970703125, + 6074.10009765625, + 6084.60009765625, + 6139.39990234375, + 6134.7998046875, + 6110.60009765625, + 6102.0, + 6072.0, + 6039.10009765625, + 6057.69970703125, + 6041.7998046875, + 6020.60009765625, + 5994.2998046875, + 5924.10009765625, + 5972.0, + 5935.69970703125, + 5905.10009765625, + 5921.2998046875, + 5940.2998046875, + 5902.89990234375, + 5874.39990234375, + 5847.0, + 5861.69970703125, + 5848.69970703125, + 5812.39990234375, + 5767.39990234375, + 5721.69970703125, + 5808.2998046875, + 5830.69970703125, + 5757.39990234375, + 5723.60009765625, + 5685.5, + 5691.2998046875, + 5740.7998046875, + 5644.69970703125, + 5668.69970703125, + 5678.89990234375, + 5586.2998046875, + 5620.89990234375, + 5640.39990234375, + 5657.39990234375, + 5550.10009765625, + 5606.60009765625, + 5681.7998046875, + 5630.69970703125, + 5602.2998046875, + 5614.39990234375, + 5588.7998046875, + 5655.5, + 5665.19970703125, + 5612.2998046875, + 5634.0, + 5683.2998046875, + 5679.7998046875, + 5660.7998046875, + 5669.0, + 5656.0, + 5596.10009765625, + 5669.0, + 5661.69970703125, + 5624.89990234375, + 5527.5, + 5521.5, + 5620.19970703125, + 5668.89990234375, + 5540.39990234375, + 5597.7998046875, + 5568.2998046875, + 5610.2998046875, + 5645.5, + 5694.89990234375, + 5726.2998046875, + 5838.69970703125, + 5827.69970703125, + 5899.60009765625, + 6026.89990234375, + 6004.60009765625, + 5973.0, + 5967.19970703125, + 6099.19970703125, + 6093.2998046875, + 6068.7998046875, + 6078.2998046875, + 6056.89990234375, + 6009.5, + 5945.89990234375, + 5911.19970703125, + 5911.89990234375, + 5804.0, + 5744.69970703125, + 5790.60009765625, + 5851.19970703125, + 5845.5, + 5820.60009765625, + 5795.60009765625, + 5881.19970703125, + 5927.89990234375, + 5942.89990234375, + 5987.39990234375, + 5940.0, + 5973.89990234375, + 6015.5, + 6089.10009765625, + 6164.60009765625, + 6124.0, + 6081.39990234375, + 6119.0, + 6172.10009765625, + 6161.2998046875, + 6218.69970703125, + 6151.0, + 6093.19970703125, + 6016.2998046875, + 6093.10009765625, + 6102.69970703125, + 6129.0, + 6110.7998046875, + 6079.7998046875, + 6153.10009765625, + 6139.2998046875, + 6097.7998046875, + 6090.39990234375, + 5986.39990234375, + 6021.69970703125, + 6047.10009765625, + 6157.10009765625, + 6125.5, + 6134.7998046875, + 6118.7998046875, + 6102.5, + 6133.0, + 6104.89990234375, + 6125.19970703125, + 6149.89990234375, + 6058.69970703125, + 6049.60009765625, + 6035.60009765625, + 6030.10009765625, + 5899.7998046875, + 5833.60009765625, + 5742.5, + 5628.19970703125, + 5567.69970703125, + 5570.7998046875, + 5587.19970703125, + 5547.7998046875, + 5473.39990234375, + 5572.5, + 5525.69970703125, + 5450.0, + 5490.10009765625, + 5574.89990234375, + 5558.60009765625, + 5716.10009765625, + 5770.89990234375, + 5856.2998046875, + 5863.39990234375, + 5883.10009765625, + 5962.0, + 5964.0, + 6038.10009765625, + 6104.69970703125, + 6071.10009765625, + 6065.7998046875, + 6005.60009765625, + 5976.5, + 5990.5, + 5986.39990234375, + 5923.10009765625, + 5963.60009765625, + 5957.5, + 5851.60009765625, + 5823.2998046875, + 5860.2998046875, + 5859.89990234375, + 5927.60009765625, + 5916.19970703125, + 5925.5, + 5899.10009765625, + 5937.0, + 5923.2998046875, + 5939.89990234375, + 5879.2998046875, + 5897.5, + 5978.10009765625, + 5930.7998046875, + 5975.69970703125, + 5929.89990234375, + 5963.7998046875, + 6013.7998046875, + 6018.10009765625, + 6044.0, + 6094.69970703125, + 6036.5, + 6028.39990234375, + 6131.0, + 6103.7998046875, + 6065.10009765625, + 6104.0, + 6187.89990234375, + 6123.5, + 6140.5, + 6129.2998046875, + 6137.5, + 6144.0, + 6130.89990234375, + 6174.60009765625, + 6238.69970703125, + 6213.89990234375, + 6135.5, + 6127.69970703125, + 6144.7998046875, + 6169.2998046875, + 6158.0, + 6232.7998046875, + 6217.2998046875, + 6218.10009765625, + 6066.69970703125, + 6056.69970703125, + 5917.5, + 5840.7998046875, + 5737.2998046875, + 5594.69970703125, + 5528.5, + 5439.69970703125, + 5330.19970703125, + 5268.60009765625, + 5274.19970703125, + 5319.2998046875, + 5350.5, + 5485.19970703125, + 5519.10009765625, + 5538.7998046875, + 5567.10009765625, + 5752.60009765625, + 5829.60009765625, + 5905.69970703125, + 5911.39990234375, + 5974.0, + 6053.5, + 6009.19970703125, + 6071.10009765625, + 6046.69970703125, + 6080.2998046875, + 6153.39990234375, + 6180.89990234375, + 6207.7998046875, + 6111.19970703125, + 6116.60009765625, + 6003.0, + 5934.5, + 5953.10009765625, + 6006.5, + 6038.39990234375, + 5987.10009765625, + 5991.69970703125, + 5910.19970703125, + 5873.10009765625, + 5800.0, + 5781.60009765625, + 5922.69970703125, + 5977.2998046875, + 5952.60009765625, + 6138.69970703125, + 6265.7998046875, + 6255.89990234375, + 6257.0, + 6158.89990234375, + 6180.0, + 6114.10009765625, + 6215.60009765625, + 6231.7998046875, + 6240.19970703125, + 6204.89990234375, + 6185.60009765625, + 6210.69970703125, + 6226.19970703125, + 6206.2998046875, + 6118.19970703125, + 6084.39990234375, + 6091.39990234375, + 6174.10009765625, + 6126.5, + 6200.0, + 6197.60009765625, + 6175.10009765625, + 6205.0, + 6202.7998046875, + 6168.69970703125, + 6156.2998046875, + 6212.69970703125, + 6203.89990234375, + 6267.39990234375, + 6292.10009765625, + 6323.60009765625, + 6356.5, + 6348.19970703125, + 6378.2998046875, + 6327.69970703125, + 6349.69970703125, + 6363.69970703125, + 6426.2998046875, + 6431.19970703125, + 6415.39990234375, + 6425.0, + 6477.60009765625, + 6505.39990234375, + 6489.7998046875, + 6447.89990234375, + 6423.10009765625, + 6471.0, + 6479.5, + 6466.2998046875, + 6451.5, + 6480.2998046875, + 6491.7998046875, + 6554.30029296875, + 6535.99951171875, + 6512.2998046875, + 6429.7998046875, + 6275.5, + 6225.89990234375, + 6230.0, + 6307.7998046875, + 6168.7998046875, + 6110.10009765625, + 6111.89990234375, + 6113.7998046875, + 6022.39990234375, + 6000.39990234375, + 5965.19970703125, + 5947.10009765625, + 5971.19970703125, + 6012.5, + 6073.2998046875, + 6138.60009765625, + 6164.2998046875, + 6207.5, + 6342.89990234375, + 6316.60009765625, + 6325.39990234375, + 6330.7998046875, + 6377.2998046875, + 6366.69970703125, + 6371.19970703125, + 6412.7998046875, + 6448.60009765625, + 6430.69970703125, + 6441.2998046875, + 6422.60009765625, + 6435.19970703125, + 6360.19970703125, + 6207.2998046875, + 6135.2998046875, + 6104.60009765625, + 6086.60009765625, + 5993.89990234375, + 5901.60009765625, + 5907.5, + 5874.10009765625, + 5865.2998046875, + 5914.2998046875, + 5904.2998046875, + 5842.39990234375, + 5886.0, + 5939.39990234375, + 6038.69970703125, + 6060.7998046875, + 6026.7998046875, + 6080.39990234375, + 6112.10009765625, + 6098.60009765625, + 6112.7998046875, + 6104.60009765625, + 5995.7998046875, + 5909.39990234375, + 5967.0, + 5959.69970703125, + 5929.2998046875, + 5975.5, + 5946.39990234375, + 6029.19970703125, + 6041.5, + 6045.89990234375, + 6112.2998046875, + 6191.39990234375, + 6252.5, + 6239.89990234375, + 6349.69970703125, + 6381.39990234375, + 6356.10009765625, + 6369.60009765625, + 6390.60009765625, + 6360.2998046875, + 6366.7998046875, + 6371.2998046875, + 6319.60009765625, + 6315.0, + 6359.69970703125, + 6295.39990234375, + 6270.2998046875, + 6328.5, + 6297.60009765625, + 6351.10009765625, + 6353.10009765625, + 6349.19970703125, + 6318.89990234375, + 6326.10009765625, + 6266.10009765625, + 6244.5, + 6187.5, + 6079.39990234375, + 6021.7998046875, + 6027.89990234375, + 5983.89990234375, + 5916.7998046875, + 5855.39990234375, + 5927.7998046875, + 5906.2998046875, + 5907.60009765625, + 5894.89990234375, + 5927.0, + 5929.39990234375, + 5948.7998046875, + 6081.89990234375, + 6091.69970703125, + 6137.5, + 6131.2998046875, + 6149.60009765625, + 6250.0, + 6175.39990234375, + 6170.89990234375, + 6257.2998046875, + 6259.69970703125, + 6318.5, + 6355.89990234375, + 6333.0, + 6442.5, + 6357.19970703125, + 6395.7998046875, + 6362.19970703125, + 6372.5, + 6373.0, + 6422.69970703125, + 6350.60009765625, + 6403.19970703125, + 6357.0, + 6357.19970703125, + 6346.19970703125, + 6390.60009765625, + 6381.7998046875, + 6383.0, + 6448.60009765625, + 6447.5, + 6350.89990234375, + 6358.39990234375, + 6380.0, + 6360.10009765625, + 6348.7998046875, + 6315.10009765625, + 6286.60009765625, + 6242.10009765625, + 6217.2998046875, + 6183.5, + 6200.69970703125, + 6106.0, + 6070.2998046875, + 6091.2998046875, + 6110.19970703125, + 6084.7998046875, + 6075.0, + 6099.5, + 6059.69970703125, + 6008.69970703125, + 5909.0, + 5833.89990234375, + 5787.2998046875, + 5800.60009765625, + 5721.60009765625, + 5771.69970703125, + 5786.10009765625, + 5794.7998046875, + 5768.0, + 5659.39990234375, + 5694.10009765625, + 5826.89990234375, + 5844.60009765625, + 5866.5, + 5979.7998046875, + 5975.0, + 6019.89990234375, + 6087.60009765625, + 6025.5, + 6008.69970703125, + 5984.69970703125, + 6036.0, + 6079.10009765625, + 6019.2998046875, + 5963.7998046875, + 5936.5, + 5878.2998046875, + 5901.2998046875, + 5918.69970703125, + 5863.0, + 5845.60009765625, + 5952.0, + 6008.19970703125, + 5996.10009765625, + 6046.0, + 5952.89990234375, + 6067.69970703125, + 6144.60009765625, + 6154.19970703125, + 6167.89990234375, + 6261.60009765625, + 6194.39990234375, + 6148.5, + 6131.2998046875, + 6128.0, + 6063.60009765625, + 5956.60009765625, + 5856.60009765625, + 5936.69970703125, + 6042.89990234375, + 6025.5, + 6024.2998046875, + 6083.39990234375, + 6034.5, + 6069.89990234375, + 6044.7998046875, + 6101.39990234375, + 5990.60009765625, + 5987.5, + 6021.89990234375, + 5964.5, + 6031.2998046875, + 5992.19970703125, + 5975.39990234375, + 5823.19970703125, + 5808.19970703125, + 5820.69970703125, + 5870.60009765625, + 5928.89990234375, + 6039.19970703125, + 6036.19970703125, + 6112.69970703125, + 6110.2998046875, + 6097.69970703125, + 6113.0, + 6141.0, + 6128.5, + 6191.69970703125, + 6352.5, + 6391.10009765625, + 6415.7998046875, + 6324.7998046875, + 6286.69970703125, + 6229.60009765625, + 6264.2998046875, + 6196.89990234375, + 6295.5, + 6302.5, + 6354.19970703125, + 6327.19970703125, + 6305.19970703125, + 6263.7998046875, + 6259.10009765625, + 6217.19970703125, + 6211.5, + 6293.69970703125, + 6352.60009765625, + 6356.89990234375, + 6389.89990234375, + 6471.0, + 6443.7998046875, + 6441.2998046875, + 6498.0, + 6450.89990234375, + 6452.69970703125, + 6395.69970703125, + 6490.10009765625, + 6461.2998046875, + 6459.89990234375, + 6414.69970703125, + 6360.2998046875, + 6301.69970703125, + 6233.0, + 6249.5, + 6234.2998046875, + 6199.7998046875, + 6187.69970703125, + 6243.19970703125, + 6086.39990234375, + 5903.69970703125, + 5827.2998046875, + 5766.60009765625, + 5639.39990234375, + 5665.0, + 5697.5, + 5698.5, + 5597.10009765625, + 5578.10009765625, + 5610.2998046875, + 5567.60009765625, + 5575.2998046875, + 5718.39990234375, + 5774.19970703125, + 5768.0, + 5875.89990234375, + 6017.60009765625, + 5978.10009765625, + 6031.10009765625, + 6003.89990234375, + 6045.5, + 6010.10009765625, + 6012.69970703125, + 6065.19970703125, + 6078.89990234375, + 6039.69970703125, + 6088.89990234375, + 6165.19970703125, + 6284.0, + 6283.69970703125, + 6263.2998046875, + 6337.0, + 6312.7998046875, + 6295.69970703125, + 6339.89990234375, + 6396.39990234375, + 6416.2998046875, + 6407.10009765625, + 6412.7998046875, + 6371.89990234375, + 6348.10009765625, + 6294.60009765625, + 6299.19970703125, + 6338.0, + 6273.69970703125, + 6280.60009765625, + 6227.7998046875, + 6284.39990234375, + 6293.39990234375, + 6290.19970703125, + 6280.39990234375, + 6353.10009765625, + 6313.89990234375, + 6380.2998046875, + 6393.5, + 6381.7998046875, + 6334.19970703125, + 6319.60009765625, + 6361.2998046875, + 6393.89990234375, + 6442.5, + 6454.2998046875, + 6466.19970703125, + 6398.69970703125, + 6438.7998046875, + 6503.60009765625, + 6437.60009765625, + 6469.0, + 6451.7998046875, + 6526.5, + 6454.39990234375, + 6465.2998046875, + 6408.39990234375, + 6433.69970703125, + 6400.69970703125, + 6351.5, + 6399.89990234375, + 6479.0, + 6505.5, + 6459.69970703125, + 6558.39990234375, + 6551.10009765625, + 6550.39990234375, + 6547.39990234375, + 6594.99951171875, + 6647.89990234375, + 6687.49951171875, + 6683.99951171875, + 6670.49951171875, + 6731.60009765625, + 6657.99951171875, + 6740.60009765625, + 6681.39990234375, + 6670.39990234375, + 6654.30029296875, + 6624.39990234375, + 6606.69970703125, + 6609.99951171875, + 6639.19970703125, + 6632.60009765625, + 6599.69970703125, + 6587.89990234375, + 6582.30029296875, + 6594.80029296875, + 6570.89990234375, + 6558.19970703125, + 6567.69970703125, + 6557.19970703125, + 6563.30029296875, + 6572.10009765625, + 6696.10009765625, + 6712.39990234375, + 6672.69970703125, + 6745.10009765625, + 6787.19970703125, + 6756.60009765625, + 6671.19970703125, + 6624.19970703125, + 6630.39990234375, + 6641.89990234375, + 6627.60009765625, + 6662.49951171875, + 6575.99951171875, + 6595.30029296875, + 6526.69970703125, + 6529.89990234375, + 6466.39990234375, + 6468.19970703125, + 6429.10009765625, + 6498.19970703125, + 6543.69970703125, + 6521.89990234375, + 6524.5, + 6538.49951171875, + 6510.0, + 6499.60009765625, + 6526.5, + 6520.2998046875 + ], + [ + -1598.5999755859375, + -262.5999755859375, + 522.0250244140625, + 674.9000244140625, + 1118.2750244140625, + 1124.1778564453125, + 1299.6978759765625, + 1333.1646728515625, + 1384.7899169921875, + 1465.4298095703125, + 1486.8665771484375, + 1546.7659912109375, + 1534.8443603515625, + 1532.2164306640625, + 1605.9000244140625, + 1697.0001220703125, + 1772.2999267578125, + 1797.0999755859375, + 1778.7999267578125, + 1789.5999755859375, + 1776.0001220703125, + 1785.9000244140625, + 1748.2000732421875, + 1718.7999267578125, + 1679.5001220703125, + 1637.5999755859375, + 1584.0001220703125, + 1591.7000732421875, + 1543.7000732421875, + 1511.0001220703125, + 1549.7000732421875, + 1556.2000732421875, + 1633.2000732421875, + 1729.0999755859375, + 1706.0001220703125, + 1791.5999755859375, + 1870.2999267578125, + 2035.5999755859375, + 2145.39990234375, + 2240.7998046875, + 2293.0, + 2278.60009765625, + 2265.60009765625, + 2317.5, + 2236.0, + 2261.7001953125, + 2341.60009765625, + 2335.7001953125, + 2402.10009765625, + 2452.19970703125, + 2490.10009765625, + 2608.60009765625, + 2690.69970703125, + 2865.2998046875, + 2922.19970703125, + 3138.10009765625, + 3201.0, + 3356.69970703125, + 3491.5, + 3543.2998046875, + 3704.7998046875, + 3734.39990234375, + 3843.19970703125, + 3917.7998046875, + 3960.89990234375, + 3976.60009765625, + 3993.7998046875, + 4165.60009765625, + 4128.39990234375, + 4153.69970703125, + 4211.7998046875, + 4183.39990234375, + 4221.0, + 4262.5, + 4275.7998046875, + 4273.0, + 4211.5, + 4200.0, + 4181.7998046875, + 4246.7998046875, + 4229.0, + 4235.10009765625, + 4301.19970703125, + 4236.39990234375, + 4165.89990234375, + 4173.0, + 4066.7998046875, + 3985.10009765625, + 3993.69970703125, + 4015.39990234375, + 3947.0, + 3936.2998046875, + 3938.7998046875, + 3943.69970703125, + 3915.39990234375, + 3903.39990234375, + 3851.10009765625, + 3893.2998046875, + 3868.7998046875, + 3925.10009765625, + 3902.5, + 3989.0, + 4000.2998046875, + 3951.7998046875, + 4074.39990234375, + 4007.39990234375, + 3967.39990234375, + 3974.89990234375, + 3979.10009765625, + 4017.10009765625, + 4029.19970703125, + 3994.5, + 3994.69970703125, + 4075.2998046875, + 4121.5, + 4119.19970703125, + 4159.19970703125, + 4076.89990234375, + 4077.5, + 4043.5, + 4125.10009765625, + 4139.39990234375, + 4132.10009765625, + 4148.2998046875, + 4190.7998046875, + 4305.5, + 4243.0, + 4311.0, + 4387.89990234375, + 4347.5, + 4369.89990234375, + 4440.39990234375, + 4555.10009765625, + 4590.2998046875, + 4558.2998046875, + 4523.7998046875, + 4475.7998046875, + 4506.60009765625, + 4518.69970703125, + 4530.89990234375, + 4543.39990234375, + 4487.0, + 4468.69970703125, + 4467.7998046875, + 4428.0, + 4456.19970703125, + 4485.89990234375, + 4510.19970703125, + 4611.89990234375, + 4771.7998046875, + 4815.0, + 4861.39990234375, + 4813.10009765625, + 4834.5, + 4808.69970703125, + 4899.19970703125, + 4942.89990234375, + 5014.10009765625, + 5050.0, + 5000.60009765625, + 4951.5, + 4956.19970703125, + 4941.60009765625, + 4900.0, + 4923.10009765625, + 4884.39990234375, + 5002.5, + 5008.0, + 5014.0, + 4928.39990234375, + 4947.39990234375, + 4945.89990234375, + 4984.69970703125, + 5002.5, + 5022.39990234375, + 4949.69970703125, + 4955.39990234375, + 4962.0, + 4977.19970703125, + 5014.19970703125, + 4993.19970703125, + 5010.7998046875, + 5047.0, + 5108.5, + 5070.69970703125, + 4986.39990234375, + 4939.89990234375, + 4952.69970703125, + 4940.89990234375, + 4990.10009765625, + 5012.39990234375, + 4944.19970703125, + 4887.2998046875, + 4864.5, + 4809.39990234375, + 4773.5, + 4771.10009765625, + 4711.69970703125, + 4757.5, + 4766.69970703125, + 4771.7998046875, + 4745.69970703125, + 4775.39990234375, + 4808.69970703125, + 4799.0, + 4831.89990234375, + 4825.89990234375, + 4785.19970703125, + 4767.89990234375, + 4795.89990234375, + 4765.39990234375, + 4744.2998046875, + 4814.60009765625, + 4826.10009765625, + 4851.10009765625, + 4868.39990234375, + 4902.19970703125, + 4858.2998046875, + 4810.19970703125, + 4854.10009765625, + 4854.2998046875, + 4851.60009765625, + 4938.7998046875, + 4969.5, + 5029.2998046875, + 5021.0, + 5011.39990234375, + 4967.0, + 4904.39990234375, + 4829.60009765625, + 4813.39990234375, + 4856.0, + 4899.19970703125, + 4912.19970703125, + 4881.69970703125, + 4869.7998046875, + 4910.39990234375, + 4872.69970703125, + 4895.89990234375, + 4907.7998046875, + 4964.2998046875, + 5003.60009765625, + 5023.7998046875, + 5096.39990234375, + 5172.5, + 5197.60009765625, + 5195.2998046875, + 5165.7998046875, + 5190.19970703125, + 5175.89990234375, + 5237.39990234375, + 5221.19970703125, + 5223.39990234375, + 5205.39990234375, + 5160.10009765625, + 5136.0, + 5136.39990234375, + 5187.89990234375, + 5132.5, + 5181.7998046875, + 5164.10009765625, + 5138.60009765625, + 5173.69970703125, + 5206.2998046875, + 5204.69970703125, + 5215.5, + 5197.7998046875, + 5216.19970703125, + 5232.89990234375, + 5211.5, + 5234.2998046875, + 5123.5, + 5154.89990234375, + 5112.7998046875, + 5112.5, + 5122.5, + 5143.10009765625, + 5142.0, + 5132.60009765625, + 5126.69970703125, + 5171.10009765625, + 5187.69970703125, + 5191.69970703125, + 5203.10009765625, + 5297.69970703125, + 5312.60009765625, + 5288.69970703125, + 5332.2998046875, + 5295.39990234375, + 5230.5, + 5151.5, + 5122.89990234375, + 5035.19970703125, + 5036.0, + 4960.10009765625, + 4899.10009765625, + 4877.39990234375, + 4879.10009765625, + 4863.2998046875, + 4879.2998046875, + 4889.5, + 4873.10009765625, + 4901.69970703125, + 4930.10009765625, + 4924.7998046875, + 4955.7998046875, + 5001.69970703125, + 5039.19970703125, + 5039.2998046875, + 5070.19970703125, + 5024.60009765625, + 4989.89990234375, + 5010.39990234375, + 5000.39990234375, + 5005.69970703125, + 4993.89990234375, + 5005.39990234375, + 5056.19970703125, + 5065.5, + 5092.0, + 5111.60009765625, + 5074.89990234375, + 5181.7998046875, + 5121.19970703125, + 5118.69970703125, + 5130.2998046875, + 5140.2998046875, + 5145.7998046875, + 5168.5, + 5103.7998046875, + 5219.19970703125, + 5252.89990234375, + 5306.7998046875, + 5282.19970703125, + 5303.0, + 5305.0, + 5298.7998046875, + 5356.19970703125, + 5418.69970703125, + 5463.39990234375, + 5444.19970703125, + 5426.10009765625, + 5513.89990234375, + 5461.10009765625, + 5428.0, + 5296.7998046875, + 5303.69970703125, + 5325.10009765625, + 5351.39990234375, + 5332.5, + 5326.39990234375, + 5225.10009765625, + 5259.0, + 5244.10009765625, + 5311.69970703125, + 5336.19970703125, + 5326.2998046875, + 5411.2998046875, + 5500.60009765625, + 5448.5, + 5325.10009765625, + 5225.10009765625, + 5183.60009765625, + 5244.2998046875, + 5206.69970703125, + 5168.39990234375, + 5169.2998046875, + 5198.69970703125, + 5224.5, + 5096.39990234375, + 5119.7998046875, + 5106.7998046875, + 5037.69970703125, + 5057.39990234375, + 5240.0, + 5216.69970703125, + 5240.7998046875, + 5244.89990234375, + 5235.2998046875, + 5313.0, + 5312.2998046875, + 5164.19970703125, + 5045.10009765625, + 4979.69970703125, + 4973.2998046875, + 5008.19970703125, + 4898.0, + 4848.69970703125, + 4791.60009765625, + 4846.2998046875, + 4753.10009765625, + 4736.10009765625, + 4667.69970703125, + 4711.60009765625, + 4761.19970703125, + 4956.39990234375, + 5003.0, + 5034.89990234375, + 4981.60009765625, + 4982.39990234375, + 5037.2998046875, + 5042.39990234375, + 5112.69970703125, + 5158.5, + 5087.69970703125, + 5163.2998046875, + 5133.0, + 5084.5, + 5000.19970703125, + 4975.69970703125, + 4886.39990234375, + 4936.10009765625, + 4943.89990234375, + 4973.89990234375, + 4913.2998046875, + 4925.10009765625, + 4943.39990234375, + 5075.60009765625, + 5107.19970703125, + 5097.5, + 5087.60009765625, + 5225.0, + 5256.69970703125, + 5313.7998046875, + 5387.0, + 5365.5, + 5341.60009765625, + 5366.60009765625, + 5365.7998046875, + 5343.19970703125, + 5279.69970703125, + 5259.10009765625, + 5308.2998046875, + 5254.0, + 5179.10009765625, + 5102.0, + 5097.19970703125, + 5144.39990234375, + 5140.0, + 5144.2998046875, + 5153.69970703125, + 5224.19970703125, + 5202.39990234375, + 5215.89990234375, + 5292.0, + 5242.89990234375, + 5258.0, + 5269.7998046875, + 5266.69970703125, + 5293.89990234375, + 5294.39990234375, + 5243.19970703125, + 5331.10009765625, + 5322.89990234375, + 5228.69970703125, + 5199.69970703125, + 5121.39990234375, + 5136.39990234375, + 5095.7998046875, + 5109.7998046875, + 5162.7998046875, + 5153.5, + 5221.69970703125, + 5206.2998046875, + 5165.89990234375, + 5194.10009765625, + 5179.89990234375, + 5213.19970703125, + 5307.10009765625, + 5344.5, + 5495.5, + 5481.2998046875, + 5425.5, + 5434.69970703125, + 5415.39990234375, + 5421.10009765625, + 5441.19970703125, + 5436.2998046875, + 5466.60009765625, + 5438.2998046875, + 5442.39990234375, + 5430.60009765625, + 5404.0, + 5420.5, + 5286.5, + 5310.7998046875, + 5319.10009765625, + 5313.7998046875, + 5432.7998046875, + 5431.0, + 5395.60009765625, + 5442.10009765625, + 5406.5, + 5413.89990234375, + 5335.10009765625, + 5287.5, + 5353.10009765625, + 5417.0, + 5410.0, + 5393.89990234375, + 5362.5, + 5282.10009765625, + 5255.0, + 5289.10009765625, + 5255.7998046875, + 5244.19970703125, + 5216.89990234375, + 5197.0, + 5249.19970703125, + 5172.60009765625, + 5161.69970703125, + 5153.2998046875, + 5171.60009765625, + 5220.7998046875, + 5235.0, + 5211.69970703125, + 5159.89990234375, + 5235.89990234375, + 5277.19970703125, + 5306.69970703125, + 5388.10009765625, + 5413.7998046875, + 5354.7998046875, + 5329.60009765625, + 5244.2998046875, + 5270.39990234375, + 5277.0, + 5266.60009765625, + 5338.19970703125, + 5367.2998046875, + 5220.89990234375, + 5143.89990234375, + 5155.69970703125, + 5093.2998046875, + 5050.7998046875, + 5066.69970703125, + 5053.0, + 5155.19970703125, + 5169.0, + 5105.2998046875, + 5111.39990234375, + 5142.60009765625, + 5148.69970703125, + 5166.5, + 5214.39990234375, + 5214.19970703125, + 5188.39990234375, + 5175.60009765625, + 5291.60009765625, + 5204.69970703125, + 5182.39990234375, + 5111.2998046875, + 5142.39990234375, + 5055.89990234375, + 5062.2998046875, + 5100.0, + 5005.2998046875, + 5039.89990234375, + 5119.7998046875, + 5130.69970703125, + 5161.5, + 5110.19970703125, + 5295.60009765625, + 5372.10009765625, + 5387.0, + 5415.7998046875, + 5459.39990234375, + 5362.89990234375, + 5372.39990234375, + 5373.5, + 5456.7998046875, + 5383.89990234375, + 5363.7998046875, + 5334.0, + 5257.5, + 5274.69970703125, + 5198.10009765625, + 5160.60009765625, + 5159.5, + 5196.0, + 5240.5, + 5251.10009765625, + 5193.60009765625, + 5161.7998046875, + 5193.2998046875, + 5136.7998046875, + 5166.89990234375, + 5221.69970703125, + 5154.5, + 5096.69970703125, + 5096.19970703125, + 5076.69970703125, + 5123.5, + 5073.5, + 4990.2998046875, + 5007.89990234375, + 4959.89990234375, + 5000.19970703125, + 5128.60009765625, + 5183.7998046875, + 5102.19970703125, + 5121.7998046875, + 5219.19970703125, + 5175.19970703125, + 5158.5, + 5039.89990234375, + 5120.19970703125, + 5150.60009765625, + 5134.60009765625, + 5141.7998046875, + 5042.69970703125, + 5015.7998046875, + 4885.7998046875, + 4962.2998046875, + 4909.5, + 4874.39990234375, + 4884.5, + 4977.0, + 4993.0, + 4904.2998046875, + 4902.19970703125, + 4926.39990234375, + 5092.60009765625, + 5129.10009765625, + 5012.2998046875, + 5009.39990234375, + 5004.5, + 5110.89990234375, + 5174.10009765625, + 5190.7998046875, + 5181.5, + 5251.0, + 5298.0, + 5341.2998046875, + 5393.7998046875, + 5330.89990234375, + 5379.89990234375, + 5500.89990234375, + 5517.89990234375, + 5463.69970703125, + 5445.89990234375, + 5403.60009765625, + 5434.0, + 5499.2998046875, + 5390.0, + 5394.7998046875, + 5388.39990234375, + 5260.60009765625, + 5196.10009765625, + 5180.7998046875, + 5161.39990234375, + 5193.89990234375, + 5262.69970703125, + 5278.69970703125, + 5259.89990234375, + 5227.89990234375, + 5209.39990234375, + 5306.39990234375, + 5224.19970703125, + 5145.10009765625, + 5220.7998046875, + 5299.10009765625, + 5329.5, + 5313.2998046875, + 5342.19970703125, + 5350.69970703125, + 5296.89990234375, + 5261.39990234375, + 5259.2998046875, + 5236.10009765625, + 5174.89990234375, + 5113.19970703125, + 5158.0, + 5137.5, + 5122.7998046875, + 5133.89990234375, + 5096.69970703125, + 5096.2998046875, + 5089.39990234375, + 5173.69970703125, + 5220.7998046875, + 5278.5, + 5327.89990234375, + 5361.89990234375, + 5355.5, + 5453.10009765625, + 5443.5, + 5371.5, + 5368.7998046875, + 5244.39990234375, + 5201.69970703125, + 5107.69970703125, + 5087.60009765625, + 4966.60009765625, + 4996.69970703125, + 4906.5, + 4912.39990234375, + 4845.10009765625, + 4758.2998046875, + 4816.60009765625, + 4861.5, + 4876.5, + 5068.10009765625, + 5018.7998046875, + 5123.39990234375, + 5081.19970703125, + 5108.19970703125, + 5058.39990234375, + 5085.10009765625, + 5118.2998046875, + 5219.89990234375, + 5282.5, + 5353.19970703125, + 5419.7998046875, + 5448.89990234375, + 5531.39990234375, + 5541.19970703125, + 5593.2998046875, + 5525.10009765625, + 5553.5, + 5598.2998046875, + 5668.0, + 5641.2998046875, + 5562.2998046875, + 5388.60009765625, + 5409.0, + 5443.2998046875, + 5365.0, + 5437.60009765625, + 5423.7998046875, + 5432.0, + 5488.7998046875, + 5511.69970703125, + 5446.10009765625, + 5482.2998046875, + 5493.5, + 5565.10009765625, + 5545.19970703125, + 5584.5, + 5566.69970703125, + 5508.69970703125, + 5417.39990234375, + 5300.19970703125, + 5303.39990234375, + 5246.5, + 5129.60009765625, + 5134.10009765625, + 5118.89990234375, + 5088.5, + 4969.39990234375, + 5048.7998046875, + 5136.39990234375, + 5173.60009765625, + 5239.69970703125, + 5319.39990234375, + 5345.39990234375, + 5355.19970703125, + 5406.0, + 5429.60009765625, + 5519.10009765625, + 5582.89990234375, + 5601.5, + 5647.0, + 5645.19970703125, + 5698.10009765625, + 5730.0, + 5672.39990234375, + 5658.10009765625, + 5666.69970703125, + 5671.39990234375, + 5642.60009765625, + 5665.69970703125, + 5679.89990234375, + 5632.19970703125, + 5649.7998046875, + 5689.2998046875, + 5582.5, + 5543.7998046875, + 5428.89990234375, + 5407.10009765625, + 5430.2998046875, + 5379.2998046875, + 5342.5, + 5318.69970703125, + 5221.19970703125, + 5276.5, + 5232.2998046875, + 5186.2998046875, + 5098.60009765625, + 5036.0, + 5037.89990234375, + 5071.0, + 4925.0, + 4937.7998046875, + 4987.7998046875, + 5033.60009765625, + 5039.10009765625, + 5002.60009765625, + 4992.7998046875, + 4996.69970703125, + 5068.2998046875, + 5045.69970703125, + 5187.89990234375, + 5195.69970703125, + 5234.19970703125, + 5300.7998046875, + 5201.2998046875, + 5268.60009765625, + 5265.69970703125, + 5307.69970703125, + 5302.60009765625, + 5251.60009765625, + 5317.10009765625, + 5287.10009765625, + 5282.0, + 5300.60009765625, + 5290.0, + 5267.2998046875, + 5345.10009765625, + 5370.7998046875, + 5365.5, + 5363.89990234375, + 5371.19970703125, + 5330.7998046875, + 5434.19970703125, + 5436.19970703125, + 5433.89990234375, + 5497.7998046875, + 5499.39990234375, + 5570.39990234375, + 5552.2998046875, + 5586.60009765625, + 5624.19970703125, + 5604.2998046875, + 5603.69970703125, + 5659.5, + 5733.10009765625, + 5730.19970703125, + 5713.5, + 5769.0, + 5757.60009765625, + 5819.89990234375, + 5841.10009765625, + 5786.19970703125, + 5851.7998046875, + 5828.10009765625, + 5842.5, + 5854.7998046875, + 5841.2998046875, + 5825.69970703125, + 5815.2998046875, + 5805.89990234375, + 5703.2998046875, + 5724.39990234375, + 5732.89990234375, + 5700.69970703125, + 5707.60009765625, + 5668.10009765625, + 5636.19970703125, + 5483.7998046875, + 5453.69970703125, + 5551.69970703125, + 5524.60009765625, + 5471.60009765625, + 5519.5, + 5544.10009765625, + 5593.39990234375, + 5539.7998046875, + 5580.69970703125, + 5525.0, + 5560.89990234375, + 5614.19970703125, + 5604.0, + 5664.60009765625, + 5749.19970703125, + 5698.5, + 5813.7998046875, + 5718.7998046875, + 5701.2998046875, + 5697.69970703125, + 5727.5, + 5711.89990234375, + 5653.5, + 5739.89990234375, + 5784.39990234375, + 5740.2998046875, + 5814.10009765625, + 5829.2998046875, + 5802.89990234375, + 5755.60009765625, + 5790.5, + 5831.2998046875, + 5779.5, + 5795.10009765625, + 5793.39990234375, + 5846.2998046875, + 5755.39990234375, + 5729.0, + 5666.5, + 5658.39990234375, + 5573.2998046875, + 5518.19970703125, + 5550.7998046875, + 5560.60009765625, + 5496.89990234375, + 5509.19970703125, + 5509.69970703125, + 5549.0, + 5514.39990234375, + 5536.69970703125, + 5535.2998046875, + 5533.60009765625, + 5552.69970703125, + 5630.39990234375, + 5680.0, + 5722.2998046875, + 5730.19970703125, + 5795.10009765625, + 5792.19970703125, + 5784.39990234375, + 5778.19970703125, + 5736.0, + 5709.5, + 5687.2998046875, + 5722.5, + 5684.19970703125, + 5757.2998046875, + 5749.39990234375, + 5736.7998046875, + 5762.69970703125, + 5657.39990234375, + 5694.0, + 5594.19970703125, + 5563.60009765625, + 5531.0, + 5592.10009765625, + 5627.39990234375, + 5642.5, + 5646.69970703125, + 5597.39990234375, + 5605.2998046875, + 5584.89990234375, + 5592.2998046875, + 5542.89990234375, + 5479.5, + 5491.60009765625, + 5566.39990234375, + 5664.39990234375, + 5701.19970703125, + 5744.19970703125, + 5639.89990234375, + 5666.69970703125, + 5709.0, + 5723.2998046875, + 5699.0, + 5734.2998046875, + 5775.0, + 5870.60009765625, + 5867.7998046875, + 5892.69970703125, + 5904.69970703125, + 5813.69970703125, + 5829.10009765625, + 5836.10009765625, + 5917.89990234375, + 5856.60009765625, + 5839.7998046875, + 5799.19970703125, + 5772.39990234375, + 5736.39990234375, + 5759.5, + 5724.5, + 5722.7998046875, + 5696.19970703125, + 5723.2998046875, + 5757.0, + 5774.0, + 5748.19970703125, + 5772.39990234375, + 5810.5, + 5793.0, + 5842.39990234375, + 5842.69970703125, + 5846.39990234375, + 5906.7998046875, + 5810.7998046875, + 5777.39990234375, + 5769.60009765625, + 5787.69970703125, + 5765.2998046875, + 5709.39990234375, + 5727.39990234375, + 5717.2998046875, + 5734.69970703125, + 5597.0, + 5612.10009765625, + 5643.39990234375, + 5632.39990234375, + 5681.19970703125, + 5728.19970703125 + ] + ], + "sample_efficiencies": [ + [ + 9.999999747378752e-05, + 0.00010719868441810831, + 0.0004707615007646382, + -7.478951010853052e-05, + -2.0608566046576016e-05, + -7.007678505033255e-06, + -1.0109263257618295e-06, + 1.9125504877592903e-06, + 3.5512653084879275e-06, + 4.552271093416493e-06, + 5.145454906596569e-06, + 5.51286393601913e-06, + 5.738971594837494e-06, + 5.873235750186723e-06, + 5.9447356761666015e-06, + 5.970284291834105e-06, + 5.963633157080039e-06, + 5.934227374382317e-06, + 5.888809937459882e-06, + 5.8320538300904445e-06, + 5.765323749074014e-06, + 5.692269041901454e-06, + 5.614870588033227e-06, + 5.534561751119327e-06, + 5.4539477787329815e-06, + 5.373262411012547e-06, + 5.2934265113435686e-06, + 5.213345048105111e-06, + 5.134167622600216e-06, + 5.056030204286799e-06, + 4.978789547749329e-06, + 4.900726708001457e-06, + 4.82546238345094e-06, + 4.7527209972031415e-06, + 4.682284270529635e-06, + 4.612106749846134e-06, + 4.542023361864267e-06, + 4.470338808459928e-06, + 4.398888449941296e-06, + 4.329881903686328e-06, + 4.261220965418033e-06, + 4.193143922748277e-06, + 4.1261328078689985e-06, + 4.0621921471029054e-06, + 4.002047717222013e-06, + 3.943019237340195e-06, + 3.885678779624868e-06, + 3.829211436823243e-06, + 3.7741092455689795e-06, + 3.7221545881038764e-06, + 3.6726376038132003e-06, + 3.6221852042217506e-06, + 3.572075002011843e-06, + 3.5229195418651216e-06, + 3.475388211882091e-06, + 3.4278223211003933e-06, + 3.381755732334568e-06, + 3.3353903745592106e-06, + 3.2884538541111397e-06, + 3.2430018563900376e-06, + 3.198194917786168e-06, + 3.1549377581541194e-06, + 3.1119832328840857e-06, + 3.0698347472934984e-06, + 3.0277697078417987e-06, + 2.986927711390308e-06, + 2.9473144422809128e-06, + 2.90956722892588e-06, + 2.872588765967521e-06, + 2.8366894184728153e-06, + 2.8015429052175023e-06, + 2.767832711469964e-06, + 2.7357114049664233e-06, + 2.7041128305427264e-06, + 2.6731256639322964e-06, + 2.6429895569890505e-06, + 2.6135553525818978e-06, + 2.5846641165117035e-06, + 2.55672739513102e-06, + 2.5298793389083585e-06, + 2.503971018086304e-06, + 2.478803708072519e-06, + 2.453568640703452e-06, + 2.428562083878205e-06, + 2.4039550226007123e-06, + 2.37943027059373e-06, + 2.3556253836432006e-06, + 2.3319287265621824e-06, + 2.3089964997780044e-06, + 2.2864892343932297e-06, + 2.264791874040384e-06, + 2.243735252704937e-06, + 2.2233955405681627e-06, + 2.203588564952952e-06, + 2.184352524636779e-06, + 2.165551450161729e-06, + 2.147289478671155e-06, + 2.12977352020971e-06, + 2.1127968921064166e-06, + 2.0962420421710704e-06, + 2.0799300273210974e-06, + 2.064125055767363e-06, + 2.048685018962715e-06, + 2.0333084194135154e-06, + 2.018215582211269e-06, + 2.0035993202327518e-06, + 1.9892027012247127e-06, + 1.974882707145298e-06, + 1.9609640276030404e-06, + 1.9473334305075696e-06, + 1.9340350263519213e-06, + 1.9207759578421246e-06, + 1.9077469914918765e-06, + 1.8950742060042103e-06, + 1.8824890730684274e-06, + 1.8700226291912259e-06, + 1.8577974287836696e-06, + 1.8458865724824136e-06, + 1.834029035308049e-06, + 1.822228909986734e-06, + 1.8106250081473263e-06, + 1.7991833374253474e-06, + 1.7878339804155985e-06, + 1.7765353277354734e-06, + 1.7653184158916702e-06, + 1.7543969761391054e-06, + 1.7436470898246625e-06, + 1.733108206281031e-06, + 1.7227521311724558e-06, + 1.7125908016168978e-06, + 1.7025055285557755e-06, + 1.6924593637668295e-06, + 1.682847937445331e-06, + 1.6731582945794798e-06, + 1.6636287227811408e-06, + 1.6542250023121596e-06, + 1.6448898350063246e-06, + 1.6357522554244497e-06, + 1.626638663765334e-06, + 1.6176190911210142e-06, + 1.6086653431557352e-06, + 1.5998640492398408e-06, + 1.5911796253931243e-06, + 1.582550680723216e-06, + 1.573931740495027e-06, + 1.5652309457436786e-06, + 1.5567475202260539e-06, + 1.5482348771911347e-06, + 1.539966660857317e-06, + 1.5316591088776477e-06, + 1.523367586742097e-06, + 1.5151099432841875e-06, + 1.5069770142872585e-06, + 1.4989261671871645e-06, + 1.4910399386280915e-06, + 1.4832096439931775e-06, + 1.4754780295334058e-06, + 1.467909441998927e-06, + 1.4606538343286957e-06, + 1.453438812859531e-06, + 1.4464111472989316e-06, + 1.4394083791557932e-06, + 1.432673002454976e-06, + 1.426051539965556e-06, + 1.4195603625921649e-06, + 1.4131175021248055e-06, + 1.4066851008465164e-06, + 1.4003253454575315e-06, + 1.394113269270747e-06, + 1.3879212019674014e-06, + 1.3817272019878146e-06, + 1.3753946177530452e-06, + 1.3690201967619942e-06, + 1.3626324744109297e-06, + 1.3562676031142473e-06, + 1.3499013675755123e-06, + 1.3435410437523387e-06, + 1.337207322649192e-06, + 1.330908503405226e-06, + 1.324656977885752e-06, + 1.3185110674385214e-06, + 1.3124399629305117e-06, + 1.3064094446235686e-06, + 1.300524104408396e-06, + 1.2948179346494726e-06, + 1.2892178347101435e-06, + 1.283756773773348e-06, + 1.2784422551703756e-06, + 1.2732023151329486e-06, + 1.2680619647653657e-06, + 1.262960722669959e-06, + 1.257871531379351e-06, + 1.2528556680990732e-06, + 1.2477936479626806e-06, + 1.242796543010627e-06, + 1.2377709026623052e-06, + 1.2328133607297787e-06, + 1.2279407428650302e-06, + 1.223119852511445e-06, + 1.2182961199869169e-06, + 1.2134966027588234e-06, + 1.2086969718438922e-06, + 1.2038310615025694e-06, + 1.198986183226225e-06, + 1.194134597426455e-06, + 1.1893164355569752e-06, + 1.184520897368202e-06, + 1.1797884553743643e-06, + 1.1752172213164158e-06, + 1.1707055591614335e-06, + 1.166197193924745e-06, + 1.1616826895988197e-06, + 1.1572170706131146e-06, + 1.1528653658388066e-06, + 1.148587784882693e-06, + 1.144378643402888e-06, + 1.1402266864024568e-06, + 1.1361616998328827e-06, + 1.1321965303068282e-06, + 1.1282819514235598e-06, + 1.1243354265388916e-06, + 1.1203379699509242e-06, + 1.116312660087715e-06, + 1.112346808440634e-06, + 1.1083739082096145e-06, + 1.1043904351026868e-06, + 1.100428221434413e-06, + 1.0964556622639066e-06, + 1.0926030427071964e-06, + 1.08880362859054e-06, + 1.0850283160834806e-06, + 1.0812474329213728e-06, + 1.0775310101962532e-06, + 1.0738353921624366e-06, + 1.070180246642849e-06, + 1.0665653462638147e-06, + 1.0630014912749175e-06, + 1.0594633295113454e-06, + 1.055989400811086e-06, + 1.0524770459596766e-06, + 1.0490222166481544e-06, + 1.0455659094077419e-06, + 1.0420523040011176e-06, + 1.0385930409029243e-06, + 1.035188915921026e-06, + 1.0317822898286977e-06, + 1.028408519232471e-06, + 1.0251177400277811e-06, + 1.021836055770109e-06, + 1.018534703689511e-06, + 1.0152879212910193e-06, + 1.0121102604898624e-06, + 1.0089636361954035e-06, + 1.0058886346087093e-06, + 1.0028161341324449e-06, + 9.997781944548478e-07, + 9.967582172976108e-07, + 9.937623417499708e-07, + 9.907971616485156e-07, + 9.878532409857144e-07, + 9.849487696556025e-07, + 9.820668083193596e-07, + 9.79131982603576e-07, + 9.762213721842272e-07, + 9.732773378345883e-07, + 9.70293399404909e-07, + 9.672953638073523e-07, + 9.64320861385204e-07, + 9.613842166800168e-07, + 9.58443820309185e-07, + 9.555299129715422e-07, + 9.526470989840163e-07, + 9.498126019025221e-07, + 9.46996067341388e-07, + 9.441944825994142e-07, + 9.414364399162878e-07, + 9.38742687139893e-07, + 9.360871331409726e-07, + 9.334252126791398e-07, + 9.308353128290037e-07, + 9.28263204968971e-07, + 9.256729640583217e-07, + 9.23122911444807e-07, + 9.205568289871735e-07, + 9.179978519568976e-07, + 9.154071562988975e-07, + 9.127613793680212e-07, + 9.101013347390108e-07, + 9.074640843209636e-07, + 9.048467859429365e-07, + 9.022566018757061e-07, + 8.99659767128469e-07, + 8.971217653197527e-07, + 8.945623903855449e-07, + 8.920541745283117e-07, + 8.895661380847741e-07, + 8.8713630930215e-07, + 8.847121080179932e-07, + 8.823288339954161e-07, + 8.799709121376509e-07, + 8.776457889325684e-07, + 8.753441420594754e-07, + 8.730617082619574e-07, + 8.707917231731699e-07, + 8.685566399435629e-07, + 8.663522521601408e-07, + 8.641446811452624e-07, + 8.619232971796009e-07, + 8.596973088970117e-07, + 8.574912726544426e-07, + 8.552667054573249e-07, + 8.530588502253522e-07, + 8.508635573889478e-07, + 8.486686056130566e-07, + 8.464968459520605e-07, + 8.443307706329506e-07, + 8.421515644840838e-07, + 8.399715056839341e-07, + 8.377636504519614e-07, + 8.355445402230544e-07, + 8.333515779668232e-07, + 8.311583314934978e-07, + 8.289602533295692e-07, + 8.267935527328518e-07, + 8.246512379628257e-07, + 8.225256920013635e-07, + 8.204135610867525e-07, + 8.18310184058646e-07, + 8.162239168996166e-07, + 8.141469720612804e-07, + 8.12104815395287e-07, + 8.101228559098672e-07, + 8.08152492481895e-07, + 8.062279448495246e-07, + 8.043399475354818e-07, + 8.024637736525619e-07, + 8.005955578482826e-07, + 7.987127901287749e-07, + 7.968384352352587e-07, + 7.949842029120191e-07, + 7.931276400086062e-07, + 7.912620958450134e-07, + 7.894382747508644e-07, + 7.876184326960356e-07, + 7.857699984015198e-07, + 7.839302043066709e-07, + 7.820895575605391e-07, + 7.802524351063767e-07, + 7.784308309055632e-07, + 7.766185490254429e-07, + 7.748410553176655e-07, + 7.730752713541733e-07, + 7.713078957749531e-07, + 7.695689987485821e-07, + 7.678200404370727e-07, + 7.660780738660833e-07, + 7.643522508260503e-07, + 7.626720730513625e-07, + 7.610163947902038e-07, + 7.593492341584351e-07, + 7.576905431960768e-07, + 7.56028725845681e-07, + 7.543933406850556e-07, + 7.527790444328275e-07, + 7.511725357289833e-07, + 7.495594331885513e-07, + 7.479277428501518e-07, + 7.463297606591368e-07, + 7.447519010383985e-07, + 7.431411290781398e-07, + 7.415277991640323e-07, + 7.399180503853131e-07, + 7.383171123365173e-07, + 7.367360126409039e-07, + 7.351566182478564e-07, + 7.335888767556753e-07, + 7.320026043089456e-07, + 7.303900702027022e-07, + 7.28780719327915e-07, + 7.271909794326348e-07, + 7.256123808474513e-07, + 7.240331001412414e-07, + 7.224549563034088e-07, + 7.20888749583537e-07, + 7.193348778855579e-07, + 7.178013561315311e-07, + 7.163055215642089e-07, + 7.148098575271433e-07, + 7.133234021239332e-07, + 7.118868552424829e-07, + 7.104817427716625e-07, + 7.090722533575899e-07, + 7.07681294898066e-07, + 7.062957365633338e-07, + 7.049013674986782e-07, + 7.035083626760752e-07, + 7.021292844910931e-07, + 7.007550948401331e-07, + 6.99381757840456e-07, + 6.979879003665701e-07, + 6.966246814954502e-07, + 6.952855073905084e-07, + 6.939429795238539e-07, + 6.925942557245435e-07, + 6.912702588124375e-07, + 6.899585400788055e-07, + 6.886555752316781e-07, + 6.873899565107422e-07, + 6.861289989501529e-07, + 6.848651992186205e-07, + 6.836008878963185e-07, + 6.82339589275216e-07, + 6.810896024944668e-07, + 6.798254617024213e-07, + 6.785554091948143e-07, + 6.7726625729847e-07, + 6.760035944353149e-07, + 6.747429779352387e-07, + 6.73470765377715e-07, + 6.721916179230902e-07, + 6.709107083224808e-07, + 6.696169521092088e-07, + 6.683419542241609e-07, + 6.670866241620388e-07, + 6.658365805378708e-07, + 6.645751113865117e-07, + 6.633335942751728e-07, + 6.620890644626343e-07, + 6.608627245441312e-07, + 6.596271191483538e-07, + 6.583787808267516e-07, + 6.571344215444697e-07, + 6.558995551131375e-07, + 6.54681116429856e-07, + 6.534622229992237e-07, + 6.522543003484316e-07, + 6.5103836277558e-07, + 6.49834476007527e-07, + 6.48669356451137e-07, + 6.474988367699552e-07, + 6.463420731961378e-07, + 6.451783178818005e-07, + 6.440068887059169e-07, + 6.428315941775509e-07, + 6.416613587134634e-07, + 6.405163617273502e-07, + 6.393985358954524e-07, + 6.382750825650874e-07, + 6.371683411998674e-07, + 6.360640441016585e-07, + 6.34973048363463e-07, + 6.338742650768836e-07, + 6.327580308607139e-07, + 6.316469693956606e-07, + 6.305537567641295e-07, + 6.294607715062739e-07, + 6.283919447014341e-07, + 6.273335770856647e-07, + 6.262577585403051e-07, + 6.251657396205701e-07, + 6.240920811251272e-07, + 6.230285407582414e-07, + 6.21959998170496e-07, + 6.20886339675053e-07, + 6.198123969625158e-07, + 6.187682402014616e-07, + 6.177217528602341e-07, + 6.166721391309693e-07, + 6.156143399493885e-07, + 6.145780275801371e-07, + 6.135510375315789e-07, + 6.125530944700586e-07, + 6.115586188570887e-07, + 6.10570225489937e-07, + 6.095877438383468e-07, + 6.08614470820612e-07, + 6.076512590880156e-07, + 6.066931632631167e-07, + 6.05715399615292e-07, + 6.047566216693667e-07, + 6.037972752892529e-07, + 6.028469670127379e-07, + 6.018899512127973e-07, + 6.009292974340497e-07, + 5.999512495691306e-07, + 5.989686542307027e-07, + 5.979837851555203e-07, + 5.970065330984653e-07, + 5.960288831374783e-07, + 5.950440709057148e-07, + 5.940570986240346e-07, + 5.93077629673644e-07, + 5.921063461755693e-07, + 5.911414291404071e-07, + 5.901818553866178e-07, + 5.892355261494231e-07, + 5.882885716346209e-07, + 5.873611712559068e-07, + 5.864464469595987e-07, + 5.855284257449966e-07, + 5.845890882483218e-07, + 5.836557761540462e-07, + 5.827344580211502e-07, + 5.818262707180111e-07, + 5.809162075820495e-07, + 5.800099529551517e-07, + 5.7909340966944e-07, + 5.78167203002522e-07, + 5.772361646450008e-07, + 5.763130843661202e-07, + 5.753984737566498e-07, + 5.744904001403484e-07, + 5.735888635172159e-07, + 5.727109737563296e-07, + 5.718334250559565e-07, + 5.709631523131975e-07, + 5.700848078049603e-07, + 5.691957198905584e-07, + 5.683120321009483e-07, + 5.674257295140706e-07, + 5.665506819241273e-07, + 5.656844450641074e-07, + 5.648124670187826e-07, + 5.639290634462668e-07, + 5.63040771339729e-07, + 5.6214804544652e-07, + 5.612597533399821e-07, + 5.603642989626678e-07, + 5.594821459453669e-07, + 5.586077236330311e-07, + 5.577535375778098e-07, + 5.569124823523453e-07, + 5.560751219491067e-07, + 5.552384436668945e-07, + 5.544046643990441e-07, + 5.535787863664154e-07, + 5.527562620954996e-07, + 5.519551677934942e-07, + 5.511557219506358e-07, + 5.503498528014461e-07, + 5.495517143572215e-07, + 5.48748630535556e-07, + 5.479693072629743e-07, + 5.47180434296024e-07, + 5.463806473926525e-07, + 5.455866016745858e-07, + 5.448051183520874e-07, + 5.440372774501157e-07, + 5.432682996797666e-07, + 5.424998903436062e-07, + 5.417238639893185e-07, + 5.409398795563902e-07, + 5.401610110311594e-07, + 5.393764013206237e-07, + 5.385954864323139e-07, + 5.37808489298186e-07, + 5.370161488826852e-07, + 5.362447836887441e-07, + 5.35481945007632e-07, + 5.347225737750705e-07, + 5.339657036529388e-07, + 5.332033765625965e-07, + 5.324433232090087e-07, + 5.316964575285965e-07, + 5.309471475811733e-07, + 5.302032377585419e-07, + 5.294667175803625e-07, + 5.287359954309068e-07, + 5.279992478790518e-07, + 5.272656835586531e-07, + 5.265221716399537e-07, + 5.257741122477455e-07, + 5.250206527307455e-07, + 5.242666816229757e-07, + 5.235302182882151e-07, + 5.227974497756804e-07, + 5.22077243658714e-07, + 5.213518079472124e-07, + 5.206373430155509e-07, + 5.199246402298741e-07, + 5.192122785047104e-07, + 5.184954829928756e-07, + 5.177826096769422e-07, + 5.170828671907657e-07, + 5.163909122529731e-07, + 5.156968541086826e-07, + 5.150009769749886e-07, + 5.143015755493252e-07, + 5.13584154759883e-07, + 5.128720772518136e-07, + 5.121664230500755e-07, + 5.114592340760282e-07, + 5.107503397994151e-07, + 5.100483235764841e-07, + 5.093495474284282e-07, + 5.086536702947342e-07, + 5.079590437162551e-07, + 5.072575959275127e-07, + 5.065550112703932e-07, + 5.058513465883152e-07, + 5.051570610703493e-07, + 5.044656177233264e-07, + 5.037765049564769e-07, + 5.030862553212501e-07, + 5.02394470913714e-07, + 5.017047897126758e-07, + 5.010174959352298e-07, + 5.003366823075339e-07, + 4.996646794097614e-07, + 4.989933017895964e-07, + 4.983338044439733e-07, + 4.976742502549314e-07, + 4.970145823790517e-07, + 4.963627588949748e-07, + 4.957221335644135e-07, + 4.950894663124927e-07, + 4.944634497405787e-07, + 4.938508482155157e-07, + 4.932444994665275e-07, + 4.926425276607915e-07, + 4.920412948195008e-07, + 4.914372766506858e-07, + 4.908455366603448e-07, + 4.902535692963284e-07, + 4.896741074844613e-07, + 4.891006710749934e-07, + 4.885246767116769e-07, + 4.879512971456279e-07, + 4.873737111665832e-07, + 4.867923735218938e-07, + 4.862084779233555e-07, + 4.856255486629379e-07, + 4.850388108934567e-07, + 4.844516752200434e-07, + 4.8386704065706e-07, + 4.8328223556382e-07, + 4.82688847114332e-07, + 4.820853973797057e-07, + 4.814766612071253e-07, + 4.808673566003563e-07, + 4.802637363354734e-07, + 4.796528401129763e-07, + 4.790437060364638e-07, + 4.784454290529538e-07, + 4.778360107593471e-07, + 4.772293777932646e-07, + 4.7662538804615906e-07, + 4.7602085828657437e-07, + 4.754120652705751e-07, + 4.74803016459191e-07, + 4.741969235055876e-07, + 4.735964580504515e-07, + 4.7300790129156667e-07, + 4.724205950878968e-07, + 4.718294235317444e-07, + 4.712390193617466e-07, + 4.706509173502127e-07, + 4.700634690379957e-07, + 4.694850588293775e-07, + 4.6891580041119596e-07, + 4.6835191369609674e-07, + 4.6779197759860836e-07, + 4.6723661739633826e-07, + 4.66687851030656e-07, + 4.661344235046272e-07, + 4.655859129343298e-07, + 4.650317180221464e-07, + 4.644817863663775e-07, + 4.6393694219659665e-07, + 4.6339064851963485e-07, + 4.628500107628497e-07, + 4.623059624009329e-07, + 4.6175586021490744e-07, + 4.612067243670026e-07, + 4.606555421560188e-07, + 4.6011015797375876e-07, + 4.5957170868859976e-07, + 4.590363857914781e-07, + 4.5849640173400985e-07, + 4.579590324738092e-07, + 4.574229137688235e-07, + 4.568971974094893e-07, + 4.563680988667329e-07, + 4.5584062036141404e-07, + 4.5533013803833455e-07, + 4.5482161681320576e-07, + 4.543119018762809e-07, + 4.538037217116653e-07, + 4.532936941359367e-07, + 4.5278747506927175e-07, + 4.5227710643303e-07, + 4.5176085450293613e-07, + 4.512453699589969e-07, + 4.507263042796694e-07, + 4.502039985254669e-07, + 4.4967543999518966e-07, + 4.4914790464645193e-07, + 4.4862403569823073e-07, + 4.480898780911957e-07, + 4.4756026795766957e-07, + 4.4702554191644595e-07, + 4.4649195274359954e-07, + 4.4594960968424857e-07, + 4.4540618659993925e-07, + 4.4486876049631974e-07, + 4.443341197202244e-07, + 4.4381513930602523e-07, + 4.4329689785627124e-07, + 4.427841417964373e-07, + 4.4227468265489733e-07, + 4.4176988467370393e-07, + 4.4126335296823527e-07, + 4.407641824855091e-07, + 4.4026563728039037e-07, + 4.397695647639921e-07, + 4.3927715864811034e-07, + 4.387863441479567e-07, + 4.382974623240443e-07, + 4.3781020053756947e-07, + 4.3732379140237754e-07, + 4.3684948991540296e-07, + 4.3638047486638243e-07, + 4.3591600729087077e-07, + 4.3544960703911784e-07, + 4.3498130253283307e-07, + 4.3450967268654495e-07, + 4.340378154665814e-07, + 4.335697951773909e-07, + 4.330999274770875e-07, + 4.326347777805495e-07, + 4.321694575537549e-07, + 4.3170433627892635e-07, + 4.3123682758050563e-07, + 4.307657377466967e-07, + 4.302902141262166e-07, + 4.2982210857189784e-07, + 4.2935499777740915e-07, + 4.288968113996816e-07, + 4.2843561232075444e-07, + 4.2797560695362336e-07, + 4.275186142876919e-07, + 4.2706275849013764e-07, + 4.266080111392512e-07, + 4.261584649611905e-07, + 4.2570189862090047e-07, + 4.2524774812591204e-07, + 4.248006746365718e-07, + 4.243505031809036e-07, + 4.238930841893307e-07, + 4.2343489781160315e-07, + 4.2297779145883396e-07, + 4.2251878085153294e-07, + 4.2206315242765413e-07, + 4.216134072976274e-07, + 4.211640316498233e-07, + 4.2071323491654766e-07, + 4.202589423130121e-07, + 4.198037970581936e-07, + 4.1934842442969966e-07, + 4.188899254131684e-07, + 4.184302895282599e-07, + 4.1797304106694355e-07, + 4.175187768851174e-07, + 4.1706590536705335e-07, + 4.1661402860881935e-07, + 4.161640561051172e-07, + 4.157087403200421e-07, + 4.1526425320626004e-07, + 4.148174923557235e-07, + 4.143765295339108e-07, + 4.139396878599655e-07, + 4.1351665913680336e-07, + 4.130921240630414e-07, + 4.126726764752675e-07, + 4.122608743273304e-07, + 4.118535059660644e-07, + 4.114471607863379e-07, + 4.1104334513875074e-07, + 4.106443611817667e-07, + 4.102486457213672e-07, + 4.0984551219480636e-07, + 4.0944510715235083e-07, + 4.0904501474869903e-07, + 4.0864111383598356e-07, + 4.082373266101058e-07, + 4.0783859844850667e-07, + 4.0744492935118615e-07, + 4.070474801665114e-07, + 4.066483541009802e-07, + 4.062479490585247e-07, + 4.0584419025435636e-07, + 4.054381577134336e-07, + 4.0502669662600965e-07, + 4.046133881274727e-07, + 4.042002785809018e-07, + 4.0379237020715664e-07, + 4.0338676399187534e-07, + 4.029797082694131e-07, + 4.0257435784951667e-07, + 4.0216275465354556e-07, + 4.017533399292006e-07, + 4.013423335891275e-07, + 4.0093712527777825e-07, + 4.005332243650628e-07, + 4.0013256352722237e-07, + 3.9973812704374723e-07, + 3.993481811903621e-07, + 3.9896096382108226e-07, + 3.9857479805505136e-07, + 3.981896838922694e-07, + 3.9781215832590533e-07, + 3.974312221544096e-07, + 3.9705403764855873e-07, + 3.9667864371040196e-07, + 3.963027950248943e-07, + 3.9592399048160587e-07, + 3.955445038172911e-07, + 3.951652445266518e-07, + 3.947833704387449e-07, + 3.9440399746126786e-07, + 3.940195369978028e-07, + 3.9363399650937936e-07, + 3.9325146872215555e-07, + 3.92871072563139e-07, + 3.9248939742719813e-07, + 3.9210743807416293e-07, + 3.9172539345599944e-07, + 3.9133709606176126e-07, + 3.909491965714551e-07, + 3.905602454779e-07, + 3.901744491940917e-07, + 3.8978791394583823e-07, + 3.8940822832955746e-07, + 3.8903263543943467e-07, + 3.8866159002282075e-07, + 3.8828972037663334e-07, + 3.879182770560874e-07, + 3.875467200487037e-07, + 3.8717516304132005e-07, + 3.868050271194079e-07, + 3.8643733546450676e-07, + 3.8606987118328107e-07, + 3.8570078686461784e-07, + 3.8533238466698094e-07, + 3.849649772291741e-07, + 3.8459543816316e-07, + 3.8421867998295056e-07, + 3.838451618776162e-07, + 3.8346726682902954e-07, + 3.8309286765070283e-07, + 3.8271943481049675e-07, + 3.823494125754223e-07, + 3.819759513135068e-07, + 3.8160851545399055e-07, + 3.8124346701806644e-07, + 3.808812891747948e-07, + 3.8051788919801766e-07, + 3.801622199262056e-07, + 3.7980601064191433e-07, + 3.794476981511252e-07, + 3.7909043726358505e-07, + 3.787315279168979e-07, + 3.7837000377294316e-07, + 3.780075417125772e-07, + 3.7764880289614666e-07, + 3.7729489577031927e-07, + 3.7694206866945024e-07, + 3.765894973639661e-07, + 3.7623865978275717e-07, + 3.758872253456502e-07, + 3.7553465404016606e-07, + 3.751821679998102e-07, + 3.7483016512851464e-07, + 3.7447992440320377e-07, + 3.741289162917383e-07, + 3.737783060842048e-07, + 3.734276674549619e-07, + 3.730789899236697e-07, + 3.7272960184964177e-07, + 3.7238129380057217e-07, + 3.7203380998107605e-07, + 3.716861840530328e-07, + 3.7134122976567596e-07, + 3.7099840710652643e-07, + 3.7065404967506765e-07, + 3.703192419379775e-07, + 3.6998483210481936e-07, + 3.696517865137139e-07, + 3.6932081570739683e-07, + 3.689920049509965e-07, + 3.6866450159322994e-07, + 3.683333602566563e-07, + 3.680047768739314e-07, + 3.6767482924915385e-07, + 3.6734641639668553e-07, + 3.6701786143567006e-07, + 3.666907275601261e-07, + 3.66369988569204e-07, + 3.6604754427571606e-07, + 3.6572475892171497e-07, + 3.6540234304993646e-07, + 3.650835935786745e-07, + 3.647652420113445e-07, + 3.644429966698226e-07, + 3.641217745098402e-07, + 3.6379765333549585e-07, + 3.6347475429465703e-07, + 3.6315387319518777e-07, + 3.6283415738580516e-07, + 3.6251333312975476e-07, + 3.6219202570464404e-07, + 3.6186924035064294e-07, + 3.6154693816570216e-07, + 3.6122722235631954e-07, + 3.6090582966608054e-07, + 3.60585460157381e-07, + 3.602666822644096e-07, + 3.599541855692223e-07, + 3.5964535527455155e-07, + 3.5933442177338293e-07, + 3.5902158401768247e-07, + 3.5870942838300834e-07, + 3.583970453746588e-07, + 3.580838097150263e-07, + 3.57771313019839e-07, + 3.574626532554248e-07, + 3.571498723431432e-07, + 3.568379156604351e-07, + 3.5652703900268534e-07, + 3.5621593497126014e-07, + 3.5589894764598284e-07, + 3.5558656463763327e-07, + 3.552733289780008e-07, + 3.549658629253827e-07, + 3.5465987480165495e-07, + 3.5435382983450836e-07, + 3.5405204812377633e-07, + 3.5374836215851246e-07, + 3.5344885418453487e-07, + 3.5314744195602543e-07, + 3.528477918735007e-07, + 3.525539966631186e-07, + 3.522636404795776e-07, + 3.5196987369090493e-07, + 3.51676021637104e-07, + 3.51381572727405e-07, + 3.51085077454627e-07, + 3.5078821269962646e-07, + 3.504975438772817e-07, + 3.5020462973989197e-07, + 3.499112324334419e-07, + 3.4961988149007084e-07, + 3.493289568723412e-07, + 3.4903561640931e-07, + 3.487430717541429e-07, + 3.484489354832476e-07, + 3.4815869298654434e-07, + 3.478693599845428e-07, + 3.475772132333077e-07, + 3.4728307696241245e-07, + 3.469868659067288e-07, + 3.466897169346339e-07, + 3.463891005139885e-07, + 3.4609044519129384e-07, + 3.4579750263219466e-07, + 3.455006378771941e-07, + 3.452042278695444e-07, + 3.4490213352000865e-07, + 3.446012613039784e-07, + 3.443017533300008e-07, + 3.44001108487646e-07, + 3.4370251000837015e-07, + 3.434066684349091e-07, + 3.431136406106816e-07, + 3.428208401601296e-07, + 3.425290060476982e-07, + 3.422344434511615e-07, + 3.4193797660009295e-07, + 3.4164540352321637e-07, + 3.4135354098907555e-07, + 3.410627584798931e-07, + 3.407739939120802e-07, + 3.404855988264899e-07, + 3.4019745953628444e-07, + 3.399105423795845e-07, + 3.396275758404954e-07, + 3.3934557563952694e-07, + 3.3907028296198405e-07, + 3.387973777080333e-07, + 3.3852623460006726e-07, + 3.382540398888523e-07, + 3.3798178833421844e-07, + 3.37713458975486e-07, + 3.3745016025932273e-07, + 3.371899595094874e-07, + 3.3693362411213457e-07, + 3.3667598131614795e-07, + 3.36417059543237e-07, + 3.3615424399613403e-07, + 3.358881599524466e-07 + ], + [ + 0.00010000000474974513, + 0.00010421629849588498, + 0.00014650941011495888, + 0.0003132729616481811, + -0.0002356642798986286, + -6.204529927344993e-05, + -2.827331809385214e-05, + -1.5302308383979835e-05, + -8.036550752876792e-06, + -4.089358753844863e-06, + -1.599333472768194e-06, + 6.305710797960273e-08, + 1.1965584008066799e-06, + 1.9647668523248285e-06, + 2.5174881557177287e-06, + 2.9539421575464075e-06, + 3.2742223083914723e-06, + 3.506187567836605e-06, + 3.6708304378407774e-06, + 3.785620947382995e-06, + 3.862480753014097e-06, + 3.911489329766482e-06, + 3.940392616641475e-06, + 3.954810836148681e-06, + 3.9575411392434034e-06, + 3.951257440348854e-06, + 3.9377105167659465e-06, + 3.917722096957732e-06, + 3.892557288054377e-06, + 3.8641569517494645e-06, + 3.8320781641232315e-06, + 3.7970974062773166e-06, + 3.7602794691338204e-06, + 3.7209542824712116e-06, + 3.680316467580269e-06, + 3.638714360931772e-06, + 3.5972752812085673e-06, + 3.5550656320992857e-06, + 3.512329158184002e-06, + 3.4685467653616797e-06, + 3.4256581784575246e-06, + 3.3833066481747665e-06, + 3.339867362228688e-06, + 3.2974362511595245e-06, + 3.255353249187465e-06, + 3.214409616703051e-06, + 3.17415992867609e-06, + 3.1342653983301716e-06, + 3.0932342269807123e-06, + 3.0532251003023703e-06, + 3.013404693774646e-06, + 2.9749865007033804e-06, + 2.937965746241389e-06, + 2.9012462618993595e-06, + 2.866117483790731e-06, + 2.8323552214715164e-06, + 2.7997002689517103e-06, + 2.767266323644435e-06, + 2.735719363045064e-06, + 2.704767211980652e-06, + 2.674470579222543e-06, + 2.6452030397194903e-06, + 2.6169491320615634e-06, + 2.5896511033352e-06, + 2.5633185032347683e-06, + 2.53730308941158e-06, + 2.5117481072811643e-06, + 2.4865778414095985e-06, + 2.4616415430500638e-06, + 2.4367761852772674e-06, + 2.412433104836964e-06, + 2.3887407678557793e-06, + 2.3653942662349436e-06, + 2.3427548967447365e-06, + 2.3203392629511654e-06, + 2.2985509531281423e-06, + 2.277191924804356e-06, + 2.255873596368474e-06, + 2.2353851818479598e-06, + 2.2154806629259838e-06, + 2.1961125185043784e-06, + 2.17709430216928e-06, + 2.1586956790997647e-06, + 2.141010099876439e-06, + 2.123706281054183e-06, + 2.1068565274617868e-06, + 2.0902505184494657e-06, + 2.074065832857741e-06, + 2.0582799606927438e-06, + 2.0426198261702666e-06, + 2.0273450900276657e-06, + 2.0123311514907982e-06, + 1.9973786038463004e-06, + 1.98251700567198e-06, + 1.967918933587498e-06, + 1.9536498712113826e-06, + 1.9394071841816185e-06, + 1.925366404975648e-06, + 1.9114640963380225e-06, + 1.89787499493832e-06, + 1.8846851617126958e-06, + 1.8716685872277594e-06, + 1.8586301848699804e-06, + 1.8457338910593535e-06, + 1.832888870012539e-06, + 1.8202899809693918e-06, + 1.8077691947837593e-06, + 1.7954686200027936e-06, + 1.7832605863077333e-06, + 1.7712178532747203e-06, + 1.7593325765119516e-06, + 1.7475798586019664e-06, + 1.7360174524583272e-06, + 1.7244533410121221e-06, + 1.7128951412814786e-06, + 1.7014730246955878e-06, + 1.6902504285098985e-06, + 1.6792469068604987e-06, + 1.6684938373145997e-06, + 1.6579700741203851e-06, + 1.647674025662127e-06, + 1.637452214708901e-06, + 1.627480742172338e-06, + 1.6176229564734967e-06, + 1.6078540738817537e-06, + 1.598119752088678e-06, + 1.5885536868154304e-06, + 1.5790809584359522e-06, + 1.569772393850144e-06, + 1.560582973070268e-06, + 1.5515531686105533e-06, + 1.5427178823301801e-06, + 1.5339456922447425e-06, + 1.525153834336379e-06, + 1.5163909665716346e-06, + 1.5077904436111567e-06, + 1.4992732531027286e-06, + 1.4910228856024332e-06, + 1.482979087086278e-06, + 1.4750951322639594e-06, + 1.4673275927634677e-06, + 1.4596962500945665e-06, + 1.4521561979563558e-06, + 1.44478156016703e-06, + 1.437442961105262e-06, + 1.4302087265605223e-06, + 1.423102617081895e-06, + 1.4161040553517523e-06, + 1.4092161109147128e-06, + 1.4024038819115958e-06, + 1.3957156852484331e-06, + 1.3890046375308884e-06, + 1.3823499784848536e-06, + 1.3757547776549472e-06, + 1.3693946812054492e-06, + 1.3631021147375577e-06, + 1.356909706373699e-06, + 1.3508155234376318e-06, + 1.3448927802528488e-06, + 1.3389779951467062e-06, + 1.33312676098285e-06, + 1.327382960880641e-06, + 1.3217089644967928e-06, + 1.3161055676391697e-06, + 1.3106746337143704e-06, + 1.3053189604761428e-06, + 1.3000073977309512e-06, + 1.2945820344612002e-06, + 1.2891921414848184e-06, + 1.2838358998124022e-06, + 1.2785403669113293e-06, + 1.2732618870359147e-06, + 1.2680401368925232e-06, + 1.2628407830561628e-06, + 1.2577525012602564e-06, + 1.2527223134384258e-06, + 1.2477886457418208e-06, + 1.2429458138285554e-06, + 1.2381897249724716e-06, + 1.2335476640146226e-06, + 1.2290192898944952e-06, + 1.2245775451447116e-06, + 1.2202082189105568e-06, + 1.2158320714661386e-06, + 1.2114816172470455e-06, + 1.2071553783243871e-06, + 1.2028601759084268e-06, + 1.1985628134425497e-06, + 1.1942209994231234e-06, + 1.189889871966443e-06, + 1.1855642014779733e-06, + 1.1811981721621123e-06, + 1.176834757643519e-06, + 1.172511247204966e-06, + 1.168217067970545e-06, + 1.1639006061159307e-06, + 1.1596260947044357e-06, + 1.1553506737982389e-06, + 1.1511273214637185e-06, + 1.1470081062725512e-06, + 1.1429139021856827e-06, + 1.138917355092417e-06, + 1.1349220585543662e-06, + 1.1309501815048861e-06, + 1.1270062714174856e-06, + 1.123065999308892e-06, + 1.1192086049049976e-06, + 1.1153460945934057e-06, + 1.1115250799775822e-06, + 1.1077576118623256e-06, + 1.1040037861675955e-06, + 1.1002811106664012e-06, + 1.0965300134557765e-06, + 1.0927873290711432e-06, + 1.0890505564020714e-06, + 1.0852888863155385e-06, + 1.0815901987371035e-06, + 1.0778862815641332e-06, + 1.074232159226085e-06, + 1.0706062312237918e-06, + 1.0669780294847442e-06, + 1.0634350928739877e-06, + 1.059879195963731e-06, + 1.0563848036326817e-06, + 1.0528926850383868e-06, + 1.0493939726075041e-06, + 1.045928911480587e-06, + 1.0425493428556365e-06, + 1.0391438536316855e-06, + 1.0357391602155985e-06, + 1.0323853985028109e-06, + 1.029060285873129e-06, + 1.0258097518089926e-06, + 1.0225598998658825e-06, + 1.0193125490332022e-06, + 1.0160487136090524e-06, + 1.012832058222557e-06, + 1.009655647976615e-06, + 1.006524144031573e-06, + 1.0034714250650723e-06, + 1.0004297337218304e-06, + 9.973947499020142e-07, + 9.943892109731678e-07, + 9.914235761243617e-07, + 9.88433725979121e-07, + 9.854762765826308e-07, + 9.825141660257941e-07, + 9.795388677957817e-07, + 9.766047242010245e-07, + 9.73661713032925e-07, + 9.706820947030792e-07, + 9.677190746515407e-07, + 9.647836805015686e-07, + 9.618177045922494e-07, + 9.588287639417103e-07, + 9.558565352563164e-07, + 9.529194926471973e-07, + 9.499604516349791e-07, + 9.470683721701789e-07, + 9.442061923436995e-07, + 9.413314501216519e-07, + 9.384672239320935e-07, + 9.355716770187428e-07, + 9.327116572421801e-07, + 9.298831287196663e-07, + 9.270610803469026e-07, + 9.242621672456153e-07, + 9.214785450240015e-07, + 9.187200475935242e-07, + 9.160190757029341e-07, + 9.133242429015809e-07, + 9.106445304496447e-07, + 9.079606684281316e-07, + 9.052985774360423e-07, + 9.026663292388548e-07, + 9.000567615657928e-07, + 8.974787419901986e-07, + 8.949328389462607e-07, + 8.923971677177178e-07, + 8.898858823158662e-07, + 8.874008017301094e-07, + 8.849436881064321e-07, + 8.825317650007491e-07, + 8.801167723504477e-07, + 8.7773253198975e-07, + 8.753763154345506e-07, + 8.730293075132067e-07, + 8.706902576705033e-07, + 8.683812211529585e-07, + 8.66098162077833e-07, + 8.638402846372628e-07, + 8.615912179266161e-07, + 8.593613642915443e-07, + 8.571593070882955e-07, + 8.549878316443937e-07, + 8.528466537427448e-07, + 8.506864901391964e-07, + 8.485312719130889e-07, + 8.464162988275348e-07, + 8.443262231594417e-07, + 8.422624659942812e-07, + 8.40208826957678e-07, + 8.381496172660263e-07, + 8.361365644304897e-07, + 8.341266948264092e-07, + 8.32124896987807e-07, + 8.301669254251465e-07, + 8.282079875243653e-07, + 8.262533697234176e-07, + 8.243040383604239e-07, + 8.224022280955978e-07, + 8.204917207876861e-07, + 8.185665478777082e-07, + 8.166693419298099e-07, + 8.147920880219317e-07, + 8.129211437335471e-07, + 8.110689009299676e-07, + 8.092048346952652e-07, + 8.073478170445014e-07, + 8.055181979216286e-07, + 8.036914778131177e-07, + 8.018588459890452e-07, + 8.000372986316506e-07, + 7.982317242749559e-07, + 7.964332553456188e-07, + 7.946485993670649e-07, + 7.928921945676848e-07, + 7.911223178780347e-07, + 7.893642077760887e-07, + 7.876267886786081e-07, + 7.859282504796283e-07, + 7.842402283131378e-07, + 7.825308330211556e-07, + 7.808156965438684e-07, + 7.791480811647489e-07, + 7.774717687425436e-07, + 7.758127367196721e-07, + 7.741497256574803e-07, + 7.724848387624661e-07, + 7.708140401518904e-07, + 7.691427299505449e-07, + 7.67447488669859e-07, + 7.657644118808093e-07, + 7.640696253474744e-07, + 7.623476676599239e-07, + 7.606415124428167e-07, + 7.589534902763262e-07, + 7.572761546725815e-07, + 7.55570965793595e-07, + 7.538768613812863e-07, + 7.521987299696775e-07, + 7.505270218644e-07, + 7.48870206734864e-07, + 7.472351057913329e-07, + 7.456258117599646e-07, + 7.440341960318619e-07, + 7.424505952258187e-07, + 7.409037721117784e-07, + 7.39380254799471e-07, + 7.378521900136548e-07, + 7.363158260886848e-07, + 7.347886139541515e-07, + 7.332753853006579e-07, + 7.317760832847853e-07, + 7.302621156668465e-07, + 7.287437711056555e-07, + 7.272292350535281e-07, + 7.257110041791748e-07, + 7.242123274409096e-07, + 7.227126275211049e-07, + 7.212100854303571e-07, + 7.196967999334447e-07, + 7.181725436566921e-07, + 7.166661930568807e-07, + 7.151778049774293e-07, + 7.136878252822498e-07, + 7.121925591491163e-07, + 7.107074111445399e-07, + 7.092160672073078e-07, + 7.077484838191594e-07, + 7.063019324959896e-07, + 7.048806764942128e-07, + 7.034482223389205e-07, + 7.020205430308124e-07, + 7.00593830060825e-07, + 6.991782584009343e-07, + 6.977768407523399e-07, + 6.963653049751883e-07, + 6.94963887326594e-07, + 6.935786700523749e-07, + 6.922017519173096e-07, + 6.908547902639839e-07, + 6.895061801515112e-07, + 6.881582521600649e-07, + 6.867923616482585e-07, + 6.85439999870141e-07, + 6.840920150352758e-07, + 6.827539209552924e-07, + 6.814256039433531e-07, + 6.800969458709005e-07, + 6.787806228203408e-07, + 6.774660619157657e-07, + 6.761522968190548e-07, + 6.748640544174123e-07, + 6.735835995641537e-07, + 6.723119554408186e-07, + 6.710472462145844e-07, + 6.698152787976142e-07, + 6.686024676128e-07, + 6.67413644350745e-07, + 6.662532427981205e-07, + 6.651100079579919e-07, + 6.639706953137647e-07, + 6.628325763813336e-07, + 6.617070766878896e-07, + 6.606009606002772e-07, + 6.59479212572478e-07, + 6.58371277495462e-07, + 6.572827260242775e-07, + 6.561904228874482e-07, + 6.550855005116318e-07, + 6.539882519973617e-07, + 6.528643439196458e-07, + 6.517341830658552e-07, + 6.505920850941038e-07, + 6.494533408840653e-07, + 6.483155630121473e-07, + 6.471672691077401e-07, + 6.46023465833423e-07, + 6.448703970818315e-07, + 6.437095976252749e-07, + 6.425601668524905e-07, + 6.414165909518488e-07, + 6.402891585821635e-07, + 6.391718443410355e-07, + 6.380566333064053e-07, + 6.369467087097291e-07, + 6.35853098174266e-07, + 6.347565886244411e-07, + 6.336655928862456e-07, + 6.325983576971339e-07, + 6.315404448287154e-07, + 6.30480030849867e-07, + 6.294238801274332e-07, + 6.283597713263589e-07, + 6.273019721447781e-07, + 6.262467309170461e-07, + 6.252004141060752e-07, + 6.241515393412556e-07, + 6.231092015696049e-07, + 6.220680575097504e-07, + 6.210415790519619e-07, + 6.200159532454563e-07, + 6.18980436684069e-07, + 6.179571414577367e-07, + 6.169301514091785e-07, + 6.159149847917433e-07, + 6.148980560283235e-07, + 6.138766366348136e-07, + 6.128585141595977e-07, + 6.118400506238686e-07, + 6.108170396146306e-07, + 6.098078983995947e-07, + 6.08803986779094e-07, + 6.077870580156741e-07, + 6.067786557650834e-07, + 6.057806558601442e-07, + 6.047801548447751e-07, + 6.03769876761362e-07, + 6.027740937497583e-07, + 6.017795044499508e-07, + 6.007905994920293e-07, + 5.998042524879565e-07, + 5.988207476548268e-07, + 5.978430976938398e-07, + 5.968624350316531e-07, + 5.958754059065541e-07, + 5.948961643298389e-07, + 5.939331231274991e-07, + 5.929749704591813e-07, + 5.920178409724031e-07, + 5.910605977987871e-07, + 5.901087547499628e-07, + 5.891491809961735e-07, + 5.881956326447835e-07, + 5.872456654287816e-07, + 5.863223577762255e-07, + 5.854039386576915e-07, + 5.845099053658487e-07, + 5.836305945194908e-07, + 5.827699283145193e-07, + 5.819334774059826e-07, + 5.81109588893014e-07, + 5.803016165373265e-07, + 5.795123456664442e-07, + 5.787346140095906e-07, + 5.779584171250463e-07, + 5.771779569840874e-07, + 5.763953936366306e-07, + 5.755955498898402e-07, + 5.747934324062953e-07, + 5.739910307056562e-07, + 5.731870942327078e-07, + 5.723591129935812e-07, + 5.715228894587199e-07, + 5.70678707845218e-07, + 5.698365725947951e-07, + 5.689884687853919e-07, + 5.681321795236727e-07, + 5.672851557392278e-07, + 5.664323907694779e-07, + 5.655861059494782e-07, + 5.647381158269127e-07, + 5.638830202769896e-07, + 5.630271289192024e-07, + 5.621706691272266e-07, + 5.613305233964638e-07, + 5.604926514024555e-07, + 5.596731966761581e-07, + 5.588658495980781e-07, + 5.580587298936734e-07, + 5.572471764025977e-07, + 5.564340312957938e-07, + 5.556306064136152e-07, + 5.548292847379344e-07, + 5.540415486393613e-07, + 5.532613158720778e-07, + 5.524933612832683e-07, + 5.51730238385062e-07, + 5.509510856427369e-07, + 5.50167328583484e-07, + 5.493894263963739e-07, + 5.485899237100966e-07, + 5.477767217598739e-07, + 5.469676125358092e-07, + 5.461611749524309e-07, + 5.453701987789827e-07, + 5.445792226055346e-07, + 5.437993877421832e-07, + 5.430093210634368e-07, + 5.422199365057168e-07, + 5.414321435637248e-07, + 5.406515128925093e-07, + 5.398759981289913e-07, + 5.390999149312847e-07, + 5.383246275414422e-07, + 5.375543992158782e-07, + 5.367976996240031e-07, + 5.360475938687159e-07, + 5.352991365725757e-07, + 5.345430622583081e-07, + 5.337952870831941e-07, + 5.330410886017489e-07, + 5.322896754478279e-07, + 5.315434350450232e-07, + 5.307961146172602e-07, + 5.300515795170213e-07, + 5.293135245665326e-07, + 5.285793918119452e-07, + 5.278409389575245e-07, + 5.271060103950731e-07, + 5.263659659249242e-07, + 5.256255235508434e-07, + 5.248838874649664e-07, + 5.241408871370368e-07, + 5.234012974142388e-07, + 5.22660798196739e-07, + 5.219285412749741e-07, + 5.211962275097903e-07, + 5.204647095524706e-07, + 5.197285304348043e-07, + 5.189942271499604e-07, + 5.18264187121531e-07, + 5.175355681785732e-07, + 5.16803424943646e-07, + 5.160705995876924e-07, + 5.153420374881534e-07, + 5.146205808159721e-07, + 5.13904296894907e-07, + 5.131851139594801e-07, + 5.124673521095247e-07, + 5.117534556120518e-07, + 5.110435381538991e-07, + 5.103328248878825e-07, + 5.096231916468241e-07, + 5.089091814625135e-07, + 5.081994345346175e-07, + 5.074946898275812e-07, + 5.068011432740605e-07, + 5.061264118921827e-07, + 5.054590701547568e-07, + 5.047933768764779e-07, + 5.041214876655431e-07, + 5.0346648095001e-07, + 5.028196596867929e-07, + 5.021745437261416e-07, + 5.015311899114749e-07, + 5.008993753108371e-07, + 5.002716534363572e-07, + 4.996494453735068e-07, + 4.990309889763012e-07, + 4.984117367712315e-07, + 4.977900402991509e-07, + 4.971639100403991e-07, + 4.965328912476252e-07, + 4.959011334904062e-07, + 4.952668746227573e-07, + 4.946207354805665e-07, + 4.939792574987223e-07, + 4.933388595418364e-07, + 4.926998826704221e-07, + 4.920581773149024e-07, + 4.914195415040012e-07, + 4.907823836219904e-07, + 4.901430656900629e-07, + 4.895021561424073e-07, + 4.888649982603965e-07, + 4.882287498730875e-07, + 4.875963099948422e-07, + 4.86964609081042e-07, + 4.863421736445162e-07, + 4.857364501731354e-07, + 4.85139537431678e-07, + 4.845472858505673e-07, + 4.83958501718007e-07, + 4.833802904613549e-07, + 4.828125383937731e-07, + 4.82245752664312e-07, + 4.816837417820352e-07, + 4.811240614799317e-07, + 4.805612547897908e-07, + 4.80000892366661e-07, + 4.794478627445642e-07, + 4.788921614817809e-07, + 4.783329927704472e-07, + 4.777659796673106e-07, + 4.771985118168232e-07, + 4.7663576197010116e-07, + 4.760695730965381e-07, + 4.7550201998092234e-07, + 4.7493730903624964e-07, + 4.743728254652524e-07, + 4.7381070089613786e-07, + 4.732600586976332e-07, + 4.7271882408495003e-07, + 4.7217375254149374e-07, + 4.7163081262624473e-07, + 4.710920791239914e-07, + 4.705506171376328e-07, + 4.7001316261230386e-07, + 4.694697111062851e-07, + 4.689266006607795e-07, + 4.683845702402323e-07, + 4.6783804918959504e-07, + 4.6728598590561887e-07, + 4.667300004257413e-07, + 4.661766865865502e-07, + 4.65615244138462e-07, + 4.650525795568683e-07, + 4.644937803277571e-07, + 4.63935379002578e-07, + 4.6337672188201395e-07, + 4.6282227117444563e-07, + 4.622688152267074e-07, + 4.6171652456905576e-07, + 4.611702593138034e-07, + 4.6062589831308287e-07, + 4.6007920673218905e-07, + 4.5953953531352454e-07, + 4.5900353029537655e-07, + 4.584640294069686e-07, + 4.5792862124471867e-07, + 4.5739014353785024e-07, + 4.5685303007303446e-07, + 4.5631767875420337e-07, + 4.557863633181114e-07, + 4.5525590053330234e-07, + 4.547319178982434e-07, + 4.542111184946407e-07, + 4.5369645818027493e-07, + 4.53192086524723e-07, + 4.5269379711498914e-07, + 4.521962466697005e-07, + 4.5170358475843386e-07, + 4.512176872140117e-07, + 4.5073801402395475e-07, + 4.5025359440842294e-07, + 4.4977210222896247e-07, + 4.492917469178792e-07, + 4.488135800784221e-07, + 4.48333963731784e-07, + 4.47855342144976e-07, + 4.4737637949765485e-07, + 4.4688786715596507e-07, + 4.463998379833356e-07, + 4.4590939296540455e-07, + 4.4542068167174875e-07, + 4.4493179984783637e-07, + 4.444362105004984e-07, + 4.439477550022275e-07, + 4.434608911196847e-07, + 4.4296851342551236e-07, + 4.424772157562984e-07, + 4.419826211687905e-07, + 4.414864065438451e-07, + 4.4099328988522757e-07, + 4.4049295411241474e-07, + 4.4000051957482356e-07, + 4.395064365780854e-07, + 4.390162189338298e-07, + 4.3852651288034394e-07, + 4.38038057382073e-07, + 4.3754704392995336e-07, + 4.37062851688097e-07, + 4.3657587411871646e-07, + 4.360937282399391e-07, + 4.356128044946672e-07, + 4.351338986907649e-07, + 4.346529465237836e-07, + 4.341738701896247e-07, + 4.336959591455525e-07, + 4.332143817009637e-07, + 4.327341684984276e-07, + 4.3226231127846404e-07, + 4.317911361795268e-07, + 4.3131959159836697e-07, + 4.308507186578936e-07, + 4.303838636587898e-07, + 4.299206750602025e-07, + 4.294606981147808e-07, + 4.290051265343209e-07, + 4.2855248238993227e-07, + 4.281034193809319e-07, + 4.276541858416749e-07, + 4.2721288195934903e-07, + 4.2677521605583024e-07, + 4.2633706698325113e-07, + 4.2589857685015886e-07, + 4.254629857314285e-07, + 4.2502912833697337e-07, + 4.2459453197807306e-07, + 4.2416377254994586e-07, + 4.237376458604558e-07, + 4.2331953409302514e-07, + 4.2290767510166916e-07, + 4.2250002252330887e-07, + 4.2209234152323916e-07, + 4.2169111225121014e-07, + 4.2128718291678524e-07, + 4.208831967389415e-07, + 4.204794663564826e-07, + 4.200784360364196e-07, + 4.196858469640574e-07, + 4.1929166627596715e-07, + 4.1888915802701376e-07, + 4.1848633713925665e-07, + 4.1808289097389206e-07, + 4.176725667548453e-07, + 4.1726352151272295e-07, + 4.1685231622068386e-07, + 4.164374161064188e-07, + 4.1602771716497955e-07, + 4.156200930083287e-07, + 4.1521499838381715e-07, + 4.1480734580545686e-07, + 4.143977321291459e-07, + 4.139930069868569e-07, + 4.1359291458320513e-07, + 4.131955790853681e-07, + 4.128029900130059e-07, + 4.12409690397908e-07, + 4.120161349874252e-07, + 4.1162715547216067e-07, + 4.1124013705484685e-07, + 4.108468942831678e-07, + 4.1045086618396454e-07, + 4.1005648654390825e-07, + 4.096597194802598e-07, + 4.092699157354218e-07, + 4.0887348973228654e-07, + 4.0847294258128386e-07, + 4.080727080690849e-07, + 4.0767244513517653e-07, + 4.072670662935707e-07, + 4.068668886247906e-07, + 4.064706331519119e-07, + 4.060763387769839e-07, + 4.056831812704331e-07, + 4.0529499756303267e-07, + 4.0491451613888785e-07, + 4.045412254072289e-07, + 4.041636145757366e-07, + 4.0378006360697327e-07, + 4.0339847373616067e-07, + 4.030177649383404e-07, + 4.0263415712615824e-07, + 4.022544715098775e-07, + 4.018733932298346e-07, + 4.014947023733839e-07, + 4.011133114545373e-07, + 4.0073967966236523e-07, + 4.003670426300232e-07, + 3.999930413556285e-07, + 3.996234170244861e-07, + 3.992504105099215e-07, + 3.9888067249194137e-07, + 3.9851272504165536e-07, + 3.98154924141636e-07, + 3.977987717007636e-07, + 3.9744256241647236e-07, + 3.970840225520078e-07, + 3.9672266893830965e-07, + 3.9635537518734054e-07, + 3.959890761962015e-07, + 3.9561894027428934e-07, + 3.9524968542536953e-07, + 3.9488202219217783e-07, + 3.9451421685043897e-07, + 3.9414550201399834e-07, + 3.937783503715764e-07, + 3.9340821444966423e-07, + 3.930292962195381e-07, + 3.92648928482231e-07, + 3.9226796388902585e-07, + 3.9189322365018597e-07, + 3.9152160979938344e-07, + 3.911541739398672e-07, + 3.907854306817171e-07, + 3.904214906924608e-07, + 3.9005257690405415e-07, + 3.8968406101957953e-07, + 3.8931335666347877e-07, + 3.8894503973097017e-07, + 3.8857879758325e-07, + 3.88215738666986e-07, + 3.8785375977568037e-07, + 3.8749496411583095e-07, + 3.871372484809399e-07, + 3.8677561065014743e-07, + 3.864113864437968e-07, + 3.860476738282159e-07, + 3.856828811876767e-07, + 3.853142800380738e-07, + 3.849480378903536e-07, + 3.8458276208075404e-07, + 3.8421509884756233e-07, + 3.8385090306292113e-07, + 3.834874178210157e-07, + 3.8312794004013995e-07, + 3.8276394320746476e-07, + 3.8240236222009116e-07, + 3.820416338840005e-07, + 3.816842593096226e-07, + 3.813306648225989e-07, + 3.809811062183144e-07, + 3.8063603824411985e-07, + 3.8029079973966873e-07, + 3.799471244292363e-07, + 3.79606035494362e-07, + 3.7926636764495925e-07, + 3.789243692153832e-07, + 3.78591607841372e-07, + 3.782695330301067e-07, + 3.779521762226068e-07, + 3.776387416110083e-07, + 3.7733278190899e-07, + 3.770259695556888e-07, + 3.7671799191230093e-07, + 3.764105258596828e-07, + 3.761091136311734e-07, + 3.758092361749732e-07, + 3.755081365852675e-07, + 3.7520990758821426e-07, + 3.749117638562893e-07, + 3.746065431187162e-07, + 3.742989065358415e-07, + 3.739921794476686e-07, + 3.7368027960837935e-07, + 3.7336153013711737e-07, + 3.7304545230654185e-07, + 3.727272144260496e-07, + 3.7241099448692694e-07, + 3.720932113537856e-07, + 3.717779293310741e-07, + 3.7146310205571353e-07, + 3.711461715738551e-07, + 3.7082912740515894e-07, + 3.7051475487714924e-07, + 3.701983928294794e-07, + 3.698787622852251e-07, + 3.6955358950763184e-07, + 3.692290988510649e-07, + 3.689063134970638e-07, + 3.685804017550254e-07, + 3.6825636584580934e-07, + 3.679339215523214e-07, + 3.676098287996865e-07, + 3.6728351915371604e-07, + 3.669568684472324e-07, + 3.6663141145254485e-07, + 3.6630629551837046e-07, + 3.659839080683014e-07, + 3.656633964510547e-07, + 3.6534623859552084e-07, + 3.65029478643919e-07, + 3.6471141129368334e-07, + 3.643972092959302e-07, + 3.64083263093562e-07, + 3.637725569660688e-07, + 3.634596623669495e-07, + 3.6314693829808675e-07, + 3.628350384587975e-07, + 3.6252419022275717e-07, + 3.622104145506455e-07, + 3.6189916841067316e-07, + 3.615852790517238e-07, + 3.612713896927744e-07, + 3.609586940456211e-07, + 3.6064895425624854e-07, + 3.6034055028721923e-07, + 3.6003069681100897e-07, + 3.5971987699667807e-07, + 3.5940735187978134e-07, + 3.590948836063035e-07, + 3.587824721762445e-07, + 3.5847395452037745e-07, + 3.581641010441672e-07, + 3.5785177487923647e-07, + 3.5754325722336944e-07, + 3.5723383007280063e-07, + 3.5692582400770334e-07, + 3.5661491892824415e-07, + 3.563080497315241e-07, + 3.560012657999323e-07, + 3.5569777878663444e-07, + 3.553937517608574e-07, + 3.5509185636328766e-07, + 3.547928599800798e-07, + 3.5449215829430614e-07, + 3.5418835864220455e-07, + 3.538839337124955e-07, + 3.5358223726689175e-07, + 3.5327656178196776e-07, + 3.5297182421345497e-07, + 3.5266774034425907e-07, + 3.5236439543950837e-07, + 3.52059487340739e-07, + 3.5175273183085665e-07, + 3.514447826091782e-07, + 3.5113762919536384e-07, + 3.508317263367644e-07, + 3.5052366342824826e-07, + 3.5021957955905236e-07, + 3.499123693018191e-07, + 3.496084559628798e-07, + 3.493056510706083e-07, + 3.4900418199868e-07, + 3.487046740247024e-07, + 3.484065871361963e-07, + 3.4810895499504113e-07, + 3.4781058388944075e-07, + 3.4751312227854214e-07, + 3.472177070307225e-07, + 3.469234002295707e-07, + 3.4662991765799234e-07, + 3.463364635081234e-07, + 3.4604462939569203e-07, + 3.457539605733473e-07, + 3.454634622812591e-07, + 3.4517398717071046e-07, + 3.4488476785554667e-07, + 3.445957474923489e-07, + 3.443018385951291e-07, + 3.4400781601107155e-07, + 3.437161240071873e-07, + 3.434218456277449e-07, + 3.431263166930876e-07, + 3.428327204346715e-07, + 3.425434158543794e-07, + 3.422566976496455e-07, + 3.419702920837153e-07, + 3.4168391493949457e-07, + 3.4139875992877933e-07, + 3.41112610158234e-07, + 3.408307520658127e-07, + 3.4054858133458765e-07, + 3.4026990647362254e-07, + 3.3999160109488e-07, + 3.39716564212722e-07, + 3.3944195365620544e-07, + 3.391695031496056e-07, + 3.3889463679770415e-07, + 3.386183777820406e-07, + 3.383435398518486e-07, + 3.3806912824729807e-07, + 3.377946313776192e-07, + 3.375218398105062e-07, + 3.372500145815138e-07, + 3.3697756407491397e-07, + 3.367058525327593e-07 + ], + [ + 0.00010000000474974513, + 9.294541087001562e-05, + 0.00011618285498116165, + 0.00020882418903056532, + -0.0002562800364103168, + -6.185289385030046e-05, + -2.746739482972771e-05, + -1.4814199857937638e-05, + -8.39851054479368e-06, + -4.580251243169187e-06, + -2.2022807115718024e-06, + -5.879862214897003e-07, + 5.048125899520528e-07, + 1.2775642517226515e-06, + 1.8635910237208009e-06, + 2.3156894712883513e-06, + 2.662300403244444e-06, + 2.9218294912425335e-06, + 3.112758577117347e-06, + 3.255853016526089e-06, + 3.3612466268095886e-06, + 3.4391009648970794e-06, + 3.4940469504363136e-06, + 3.531788934196811e-06, + 3.5561263302952284e-06, + 3.570116405171575e-06, + 3.576071776478784e-06, + 3.5758728245127713e-06, + 3.570778744688141e-06, + 3.5618493257061346e-06, + 3.549369466782082e-06, + 3.5341124657861656e-06, + 3.515794332997757e-06, + 3.494494421829586e-06, + 3.4720073927019257e-06, + 3.447203425821499e-06, + 3.4204333587695146e-06, + 3.3907244869624265e-06, + 3.3591668398003094e-06, + 3.3262215310969623e-06, + 3.2927234769886127e-06, + 3.259750656070537e-06, + 3.227326715204981e-06, + 3.1945967293722788e-06, + 3.1634594961360563e-06, + 3.132413667117362e-06, + 3.100804178757244e-06, + 3.0698465707246214e-06, + 3.0386240723601077e-06, + 3.007419991263305e-06, + 2.9764341888949275e-06, + 2.9447483029798605e-06, + 2.912910304075922e-06, + 2.8799631763831712e-06, + 2.8473705242504366e-06, + 2.8134909371146932e-06, + 2.780102249744232e-06, + 2.746310201473534e-06, + 2.7124408461531857e-06, + 2.6793350116349757e-06, + 2.6460145363671472e-06, + 2.6136938231502427e-06, + 2.581678700153134e-06, + 2.5502702101221075e-06, + 2.5196980004693614e-06, + 2.490122369636083e-06, + 2.4614716949145077e-06, + 2.4326527636731043e-06, + 2.405101440672297e-06, + 2.3783288725098828e-06, + 2.3520963168266462e-06, + 2.3268969471246237e-06, + 2.3022835193842184e-06, + 2.278211695738719e-06, + 2.2548128981725313e-06, + 2.2321353299048496e-06, + 2.2104336494521704e-06, + 2.189396354879136e-06, + 2.1690184439648874e-06, + 2.148877229046775e-06, + 2.129349240931333e-06, + 2.1102964637975674e-06, + 2.0914399101457093e-06, + 2.0733314158860594e-06, + 2.0559486983984243e-06, + 2.038938873738516e-06, + 2.02273031391087e-06, + 2.0071813651156845e-06, + 1.9919159512937767e-06, + 1.9768770016526105e-06, + 1.9623851130745606e-06, + 1.9482079096633242e-06, + 1.9342874111316632e-06, + 1.9206077013222966e-06, + 1.9072728036917397e-06, + 1.8942151882583858e-06, + 1.8815554767570575e-06, + 1.8689751186684589e-06, + 1.8566854578239145e-06, + 1.8444267197992303e-06, + 1.832442535487644e-06, + 1.8203982108389027e-06, + 1.80852362063888e-06, + 1.7969874761547544e-06, + 1.785291146916279e-06, + 1.7739780560077634e-06, + 1.7629577087063808e-06, + 1.7520907249490847e-06, + 1.7413822206435725e-06, + 1.7307401094512898e-06, + 1.7202321487275185e-06, + 1.7099742990467348e-06, + 1.699870495031064e-06, + 1.6897188288567122e-06, + 1.6796097952465061e-06, + 1.6696610600774875e-06, + 1.6597691683273297e-06, + 1.6502178823429858e-06, + 1.640804612179636e-06, + 1.6316035953423125e-06, + 1.6223514194280142e-06, + 1.6132011069203145e-06, + 1.6041979051806265e-06, + 1.5952875855873572e-06, + 1.5864138731558342e-06, + 1.5774292023706948e-06, + 1.5687030554545345e-06, + 1.5599638345520361e-06, + 1.5511981246163487e-06, + 1.5426389836648013e-06, + 1.5341584003181197e-06, + 1.5256649703587755e-06, + 1.5170796814345522e-06, + 1.5085566928974004e-06, + 1.5002175359768444e-06, + 1.4920605053703184e-06, + 1.4841034499113448e-06, + 1.4762028968107188e-06, + 1.4683905646961648e-06, + 1.460664748265117e-06, + 1.4530234011544962e-06, + 1.4455783912126208e-06, + 1.4382611652763444e-06, + 1.4310402320916182e-06, + 1.4239750498745707e-06, + 1.4169545465847477e-06, + 1.4099766758590704e-06, + 1.4030496231498546e-06, + 1.3960568594484357e-06, + 1.3889170986658428e-06, + 1.3818098523188382e-06, + 1.3747311413681018e-06, + 1.3678167078978731e-06, + 1.3609632105726632e-06, + 1.3542353372031357e-06, + 1.3474705156113487e-06, + 1.3407354799710447e-06, + 1.3339940778678283e-06, + 1.3272953083287575e-06, + 1.32074956127326e-06, + 1.3143519481673138e-06, + 1.3080294820611016e-06, + 1.30180478663533e-06, + 1.295708898396697e-06, + 1.2896588259536657e-06, + 1.2837290341849439e-06, + 1.2777293250110233e-06, + 1.2717963500108453e-06, + 1.2659284038818441e-06, + 1.2602291690200218e-06, + 1.2545748404590995e-06, + 1.2489879281929461e-06, + 1.2434222753654467e-06, + 1.2379013014651719e-06, + 1.232422391694854e-06, + 1.2270841125427978e-06, + 1.2217994935781462e-06, + 1.2165663747509825e-06, + 1.2113750926801004e-06, + 1.2062030236847932e-06, + 1.2011091712338384e-06, + 1.1960529491261696e-06, + 1.1910154853467247e-06, + 1.185972678285907e-06, + 1.1810216165031306e-06, + 1.176204591502028e-06, + 1.1714820402630721e-06, + 1.1667956414385117e-06, + 1.1621679050222156e-06, + 1.1575415328479721e-06, + 1.1529416497069178e-06, + 1.1484499964353745e-06, + 1.1440536127338419e-06, + 1.1397196431062184e-06, + 1.1354753723935573e-06, + 1.1313015875202836e-06, + 1.1271680477875634e-06, + 1.1231228427277529e-06, + 1.1190746818101616e-06, + 1.1150551699756761e-06, + 1.1110671493952395e-06, + 1.1071359722336638e-06, + 1.103215026887483e-06, + 1.099301471185754e-06, + 1.0954302069876576e-06, + 1.0915665598076885e-06, + 1.0877415661525447e-06, + 1.0839816013685777e-06, + 1.080267225006537e-06, + 1.0765627393993782e-06, + 1.0729129371611634e-06, + 1.0693094054659014e-06, + 1.0656830227162573e-06, + 1.0620784678394557e-06, + 1.0584857363937772e-06, + 1.05491039903427e-06, + 1.0513406323298113e-06, + 1.04783237020456e-06, + 1.0443873179610819e-06, + 1.0409390824861475e-06, + 1.0375188139732927e-06, + 1.0341282177250832e-06, + 1.03070487966761e-06, + 1.0272888175677508e-06, + 1.0238602499157423e-06, + 1.020465902001888e-06, + 1.0171061148867011e-06, + 1.013803171190375e-06, + 1.010567984849331e-06, + 1.0074069223264814e-06, + 1.0042806479759747e-06, + 1.0011506219598232e-06, + 9.980172990253777e-07, + 9.948997785613756e-07, + 9.918254590957076e-07, + 9.887817213893868e-07, + 9.857360510068247e-07, + 9.827364237935399e-07, + 9.797450957194087e-07, + 9.767688879946945e-07, + 9.737810842125327e-07, + 9.707924846225069e-07, + 9.678145715952269e-07, + 9.648168770581833e-07, + 9.617981504561612e-07, + 9.58788518801157e-07, + 9.558037845636136e-07, + 9.528590112495294e-07, + 9.499232191956253e-07, + 9.470179520576494e-07, + 9.441008614885504e-07, + 9.412150916432438e-07, + 9.383501833326591e-07, + 9.355168231195421e-07, + 9.327291081717703e-07, + 9.299748171542888e-07, + 9.27240591863665e-07, + 9.244992043022648e-07, + 9.218068726113415e-07, + 9.191083449877624e-07, + 9.16438523290708e-07, + 9.138009318121476e-07, + 9.111643635151268e-07, + 9.085302963285358e-07, + 9.059157832780329e-07, + 9.033146284309623e-07, + 9.007407584249449e-07, + 8.981759833659453e-07, + 8.95621269592084e-07, + 8.930948638408154e-07, + 8.905752792998101e-07, + 8.881259532245167e-07, + 8.856783324517892e-07, + 8.832670914671326e-07, + 8.808721077002701e-07, + 8.78488435773761e-07, + 8.761110734667454e-07, + 8.737500820643618e-07, + 8.714089290151605e-07, + 8.690857953297382e-07, + 8.667579436405504e-07, + 8.644380500300031e-07, + 8.621316283097258e-07, + 8.598353815614246e-07, + 8.575128163101908e-07, + 8.551994028493937e-07, + 8.529116826139216e-07, + 8.506205517733179e-07, + 8.483603437525744e-07, + 8.461423135486257e-07, + 8.439716907560069e-07, + 8.418265906584566e-07, + 8.397311148655717e-07, + 8.376479740945797e-07, + 8.356084322258539e-07, + 8.336056112057122e-07, + 8.316231401295227e-07, + 8.296512419292412e-07, + 8.276968515019689e-07, + 8.257471222350432e-07, + 8.238042710217997e-07, + 8.218787570513086e-07, + 8.199527314900479e-07, + 8.180264785551117e-07, + 8.161131859196757e-07, + 8.141986995724437e-07, + 8.122773920149484e-07, + 8.103526738523215e-07, + 8.084389833129535e-07, + 8.065244969657215e-07, + 8.046380912674067e-07, + 8.027751619010814e-07, + 8.009150178622804e-07, + 7.990689709913568e-07, + 7.972311095727491e-07, + 7.954078000693698e-07, + 7.935903454381332e-07, + 7.917645348243241e-07, + 7.899455454207782e-07, + 7.88127124451421e-07, + 7.863118867135199e-07, + 7.845197274036764e-07, + 7.827000558791042e-07, + 7.809115913914866e-07, + 7.791338703100337e-07, + 7.773620041007234e-07, + 7.755964475109067e-07, + 7.738387353128928e-07, + 7.720828989477013e-07, + 7.703584969931399e-07, + 7.686047069910273e-07, + 7.668494390600245e-07, + 7.650860425201245e-07, + 7.633407221874222e-07, + 7.61598244025663e-07, + 7.598648039675027e-07, + 7.581430736536277e-07, + 7.56412191549316e-07, + 7.546710776296095e-07, + 7.529255867666507e-07, + 7.511960689043917e-07, + 7.494818987652252e-07, + 7.477499366359552e-07, + 7.46044236166199e-07, + 7.443583172062063e-07, + 7.427221930811356e-07, + 7.41092605949234e-07, + 7.39465178867249e-07, + 7.378385475931282e-07, + 7.362262977039791e-07, + 7.346244501604815e-07, + 7.330612561418093e-07, + 7.314959589166392e-07, + 7.299432240870374e-07, + 7.283784952960559e-07, + 7.268148465300328e-07, + 7.252621685438498e-07, + 7.236930628096161e-07, + 7.221065061457921e-07, + 7.205433689705387e-07, + 7.190236033238762e-07, + 7.175398764047713e-07, + 7.160751920309849e-07, + 7.146007305891544e-07, + 7.131440042940085e-07, + 7.117051268323848e-07, + 7.102729568941868e-07, + 7.088395364007738e-07, + 7.074060590639419e-07, + 7.060144184833916e-07, + 7.046228915896791e-07, + 7.032414828245237e-07, + 7.018850283202482e-07, + 7.005294833106746e-07, + 6.991316467974684e-07, + 6.977466568969248e-07, + 6.963618943700567e-07, + 6.949827024982369e-07, + 6.936126055734348e-07, + 6.922287525412685e-07, + 6.908517207193654e-07, + 6.895193678246869e-07, + 6.882236220917548e-07, + 6.869503295092727e-07, + 6.856841991975671e-07, + 6.844147719675675e-07, + 6.831785981376015e-07, + 6.819600457674824e-07, + 6.80760763316357e-07, + 6.795528406655649e-07, + 6.783728849768522e-07, + 6.772019673917384e-07, + 6.760524229321163e-07, + 6.748966256964195e-07, + 6.737333251294331e-07, + 6.725272783114633e-07, + 6.713150924042566e-07, + 6.7010040538662e-07, + 6.689035672025057e-07, + 6.677116743958322e-07, + 6.665117666670994e-07, + 6.653156674474303e-07, + 6.641080858571513e-07, + 6.628949336118239e-07, + 6.617036092393391e-07, + 6.604998361581238e-07, + 6.593082275685447e-07, + 6.581329330401786e-07, + 6.569818538082473e-07, + 6.558411200785486e-07, + 6.547254542965675e-07, + 6.536028536174854e-07, + 6.524830951093463e-07, + 6.51361006021034e-07, + 6.502571068267571e-07, + 6.491548560916272e-07, + 6.480528895735915e-07, + 6.469260824815137e-07, + 6.457969448092626e-07, + 6.44674571503856e-07, + 6.435589057218749e-07, + 6.424179446185008e-07, + 6.412749371520476e-07, + 6.401244831977237e-07, + 6.389631721503974e-07, + 6.378116381711152e-07, + 6.366700517901336e-07, + 6.355281243486388e-07, + 6.343912559714227e-07, + 6.33263994131994e-07, + 6.321548653431819e-07, + 6.310546041277121e-07, + 6.299487722571939e-07, + 6.288587997005379e-07, + 6.277886654970644e-07, + 6.267387107072864e-07, + 6.256939286686247e-07, + 6.246436328183336e-07, + 6.235983391889022e-07, + 6.225563993211836e-07, + 6.215166195033817e-07, + 6.204667784004414e-07, + 6.194255206537491e-07, + 6.183857976793661e-07, + 6.17335047081724e-07, + 6.162982799651218e-07, + 6.152626497168967e-07, + 6.142288384580752e-07, + 6.13199802046438e-07, + 6.121695719230047e-07, + 6.111434345257294e-07, + 6.101311669226561e-07, + 6.091059958635014e-07, + 6.080865659896517e-07, + 6.070890776754823e-07, + 6.06100911682006e-07, + 6.051314471733349e-07, + 6.041627784725279e-07, + 6.032053647686553e-07, + 6.022488605594845e-07, + 6.012861604176578e-07, + 6.003286898703664e-07, + 5.993622949063138e-07, + 5.984023800920113e-07, + 5.974534929009678e-07, + 5.965030140941963e-07, + 5.955587312200805e-07, + 5.946118335486972e-07, + 5.936516345173004e-07, + 5.92688422784704e-07, + 5.917018484069558e-07, + 5.907217541789578e-07, + 5.897554729017429e-07, + 5.887912948310259e-07, + 5.878342790310853e-07, + 5.868801054020878e-07, + 5.859259886165091e-07, + 5.849764761478582e-07, + 5.840253720634792e-07, + 5.83082908178767e-07, + 5.821432864649978e-07, + 5.812093490931147e-07, + 5.802835971735476e-07, + 5.79358470531588e-07, + 5.78459605549142e-07, + 5.775600016022508e-07, + 5.766622166447632e-07, + 5.757686381002713e-07, + 5.74858518120891e-07, + 5.739520929637365e-07, + 5.730549332838564e-07, + 5.721534535041428e-07, + 5.712611823582847e-07, + 5.703709575755056e-07, + 5.694969900105207e-07, + 5.68633936381957e-07, + 5.677633225786849e-07, + 5.668855465046363e-07, + 5.6601214737384e-07, + 5.651444325849297e-07, + 5.642849600917543e-07, + 5.634414605992788e-07, + 5.626051802209986e-07, + 5.617664555757074e-07, + 5.609359163827321e-07, + 5.601100383501034e-07, + 5.592913225882512e-07, + 5.584785753853794e-07, + 5.576604280577158e-07, + 5.56857060018956e-07, + 5.560579552366107e-07, + 5.552628863370046e-07, + 5.544677605939796e-07, + 5.536676894735137e-07, + 5.528681299438176e-07, + 5.52074880033615e-07, + 5.512920893124829e-07, + 5.505004310180084e-07, + 5.497053052749834e-07, + 5.489084173859737e-07, + 5.48102150332852e-07, + 5.47294803254772e-07, + 5.464990522341395e-07, + 5.457097813632572e-07, + 5.449358013720484e-07, + 5.44160457138787e-07, + 5.433868182080914e-07, + 5.426172720035538e-07, + 5.418398245637945e-07, + 5.41060842351726e-07, + 5.403056206887413e-07, + 5.395639277594455e-07, + 5.38822916951176e-07, + 5.380932179832598e-07, + 5.373718749979162e-07, + 5.366505888559914e-07, + 5.359333954402246e-07, + 5.352039806894027e-07, + 5.344750206859317e-07, + 5.337573156793951e-07, + 5.330409749149112e-07, + 5.323224741005106e-07, + 5.316054512150004e-07, + 5.308881441123958e-07, + 5.301665169099579e-07, + 5.294472202876932e-07, + 5.287337216941523e-07, + 5.280242589833506e-07, + 5.273012106954411e-07, + 5.265922595754091e-07, + 5.258885380499123e-07, + 5.251966967989574e-07, + 5.245026954980858e-07, + 5.238225071479974e-07, + 5.231434556662862e-07, + 5.224614483267942e-07, + 5.217941065893683e-07, + 5.21124093211256e-07, + 5.204455533203145e-07, + 5.197676387069805e-07, + 5.190876777305675e-07, + 5.18416527484078e-07, + 5.177232083042327e-07, + 5.170220447325846e-07, + 5.163212222214497e-07, + 5.156189217814244e-07, + 5.149132107362675e-07, + 5.142221652931767e-07, + 5.135320861882064e-07, + 5.128441102897341e-07, + 5.121476647218515e-07, + 5.114627583679976e-07, + 5.107824563310714e-07, + 5.101081228531257e-07, + 5.094454422760464e-07, + 5.087826480121294e-07, + 5.081315066490788e-07, + 5.074869591226161e-07, + 5.068444011158135e-07, + 5.061992283117434e-07, + 5.05550474372285e-07, + 5.049024025538529e-07, + 5.042633119956008e-07, + 5.036299626226537e-07, + 5.029946237300464e-07, + 5.023680387239438e-07, + 5.017396347284375e-07, + 5.011063421989093e-07, + 5.004830541111005e-07, + 4.998685199097963e-07, + 4.992558615413145e-07, + 4.986472390555718e-07, + 4.980347512173466e-07, + 4.974299372406676e-07, + 4.968367193214362e-07, + 4.96243046654854e-07, + 4.95656593102467e-07, + 4.950670131620427e-07, + 4.944640181747673e-07, + 4.938562483403075e-07, + 4.93259790346201e-07, + 4.926626502310683e-07, + 4.92055903578148e-07, + 4.91455978135491e-07, + 4.9085974751506e-07, + 4.902787509308837e-07, + 4.8969013732858e-07, + 4.890997047368728e-07, + 4.88512796437135e-07, + 4.879266271018423e-07, + 4.873533612226311e-07, + 4.867846428169287e-07, + 4.862321816290205e-07, + 4.856725581703358e-07, + 4.851203243561031e-07, + 4.845734338232432e-07, + 4.840267706640589e-07, + 4.83471296774951e-07, + 4.829154249819112e-07, + 4.823709218726435e-07, + 4.818280103791039e-07, + 4.812838483303494e-07, + 4.807228037861933e-07, + 4.801592581316072e-07, + 4.796100370185741e-07, + 4.790625212081068e-07, + 4.785170517607185e-07, + 4.779614073413541e-07, + 4.774004196406167e-07, + 4.76839204566204e-07, + 4.7628043375880225e-07, + 4.757157796575484e-07, + 4.7514765810774406e-07, + 4.7457646701332123e-07, + 4.7400129687957815e-07, + 4.7343442588498874e-07, + 4.728639737550111e-07, + 4.722823518932273e-07, + 4.7170064476631524e-07, + 4.711262704404362e-07, + 4.7055542040652654e-07, + 4.699906810401444e-07, + 4.694242932146153e-07, + 4.688527610596793e-07, + 4.6829416078253416e-07, + 4.6773664053034736e-07, + 4.6718128032807726e-07, + 4.666406425712921e-07, + 4.661080481582758e-07, + 4.655784096030402e-07, + 4.650521248095174e-07, + 4.6452390733975335e-07, + 4.6399014763665036e-07, + 4.6345618898158136e-07, + 4.629255272448063e-07, + 4.6239949824666837e-07, + 4.618767093234055e-07, + 4.6134559283927956e-07, + 4.608241113146505e-07, + 4.6031186684558634e-07, + 4.5979345486557577e-07, + 4.5926864800094336e-07, + 4.587422210988734e-07, + 4.582188068980031e-07, + 4.576939431899518e-07, + 4.5716961949437973e-07, + 4.566519749005238e-07, + 4.5613910515385214e-07, + 4.5562785544461804e-07, + 4.5512015844906273e-07, + 4.546196237242839e-07, + 4.541263649571192e-07, + 4.5363000822362665e-07, + 4.531368631432997e-07, + 4.526463612819498e-07, + 4.5215602995085646e-07, + 4.51670445045238e-07, + 4.511861106948345e-07, + 4.507036521772534e-07, + 4.50214372449409e-07, + 4.497219094901084e-07, + 4.492252969612309e-07, + 4.4872530224893126e-07, + 4.482234317038092e-07, + 4.4772346541321895e-07, + 4.472157399959542e-07, + 4.4671023147202504e-07, + 4.462127094484458e-07, + 4.457167790405947e-07, + 4.4523355313685897e-07, + 4.447554431408207e-07, + 4.4428713863453595e-07, + 4.4382178998603194e-07, + 4.4336860582916415e-07, + 4.4291371636973054e-07, + 4.4246812080928066e-07, + 4.4202295157447224e-07, + 4.4158491618873086e-07, + 4.4115566311120347e-07, + 4.407221183555521e-07, + 4.402855040552822e-07, + 4.3984852027278976e-07, + 4.393954498027597e-07, + 4.389478078792308e-07, + 4.3849192365996714e-07, + 4.380408427095972e-07, + 4.3758845436059346e-07, + 4.371414945580909e-07, + 4.3669328420037345e-07, + 4.362431980098336e-07, + 4.3578529584920034e-07, + 4.3532304516702425e-07, + 4.3485573542056954e-07, + 4.343838213571871e-07, + 4.3391057147346146e-07, + 4.334314098741743e-07, + 4.329526177571097e-07, + 4.3247061398687947e-07, + 4.3199571564400685e-07, + 4.315195951676287e-07, + 4.31040859893983e-07, + 4.305574634599907e-07, + 4.300776197396772e-07, + 4.296057340980042e-07, + 4.291497361919028e-07, + 4.2869314142990333e-07, + 4.2823481294362864e-07, + 4.277841867406096e-07, + 4.273285867384402e-07, + 4.268752888947347e-07, + 4.2642241737667064e-07, + 4.259659363015089e-07, + 4.255086878401926e-07, + 4.250580332154641e-07, + 4.246055027579132e-07, + 4.241531712523283e-07, + 4.2369609332126856e-07, + 4.23241800717733e-07, + 4.22785433329409e-07, + 4.2233165231664316e-07, + 4.2188372617602e-07, + 4.2144432654822594e-07, + 4.210154713746306e-07, + 4.205873551654804e-07, + 4.201648096113786e-07, + 4.1975263798121887e-07, + 4.1934103478524776e-07, + 4.1893156321748393e-07, + 4.185254454114329e-07, + 4.181296731076145e-07, + 4.177284722572949e-07, + 4.1732121758286667e-07, + 4.1691194496706885e-07, + 4.164983522514376e-07, + 4.160794446761429e-07, + 4.1565948549759923e-07, + 4.152397252710216e-07, + 4.148170091866632e-07, + 4.143934688727313e-07, + 4.1396395999981905e-07, + 4.135305289310054e-07, + 4.1309675680167857e-07, + 4.126605119836313e-07, + 4.1222548929908953e-07, + 4.11787510756767e-07, + 4.113481679723918e-07, + 4.109143105779367e-07, + 4.1048264165510773e-07, + 4.100513706362108e-07, + 4.096208101600496e-07, + 4.091935181804729e-07, + 4.08765487236451e-07, + 4.083374562924291e-07, + 4.079140580870444e-07, + 4.0749037566456536e-07, + 4.070647889875545e-07, + 4.0664821199243306e-07, + 4.0623547192808473e-07, + 4.058322531363956e-07, + 4.054315922985552e-07, + 4.0503013565285073e-07, + 4.0463334016749286e-07, + 4.042401826609421e-07, + 4.0384961152994947e-07, + 4.0346705532101623e-07, + 4.0308128745891736e-07, + 4.0269961232297646e-07, + 4.0232211517832184e-07, + 4.019518087261531e-07, + 4.01586760290229e-07, + 4.012223655536218e-07, + 4.008563223578676e-07, + 4.005015341590479e-07, + 4.0014657542997156e-07, + 3.997887461082428e-07, + 3.9942835883266525e-07, + 3.990683126176009e-07, + 3.987116201642493e-07, + 3.9835632037465984e-07, + 3.9800147533242125e-07, + 3.976422817686398e-07, + 3.9728541878503165e-07, + 3.9691926190243976e-07, + 3.965533039718139e-07, + 3.961854133649467e-07, + 3.9581368582730647e-07, + 3.954497174163407e-07, + 3.9508182680947357e-07, + 3.9471490254072705e-07, + 3.9434584664377326e-07, + 3.939779560369061e-07, + 3.936143855298724e-07, + 3.932470349354844e-07, + 3.9288258335545834e-07, + 3.9251924022210005e-07, + 3.9215541391968145e-07, + 3.9179306554615323e-07, + 3.9143307617450773e-07, + 3.9106851090764394e-07, + 3.907029793026595e-07, + 3.9033861298776173e-07, + 3.899751277458563e-07, + 3.8961192672104517e-07, + 3.892522499882034e-07, + 3.888863489009964e-07, + 3.885211299348157e-07, + 3.8815687730675563e-07, + 3.8778912880843563e-07, + 3.874220908528514e-07, + 3.870511591230752e-07, + 3.8668224533466855e-07, + 3.8631188203908096e-07, + 3.859398702843464e-07, + 3.855699901578191e-07, + 3.852009911042842e-07, + 3.848291498798062e-07, + 3.84453329616008e-07, + 3.8407853253374924e-07, + 3.8370572497115063e-07, + 3.8333013208102784e-07, + 3.829561592283426e-07, + 3.825789747224917e-07, + 3.822013354692899e-07, + 3.818280731593404e-07, + 3.8145148550938757e-07, + 3.8107728528302687e-07, + 3.807029997915379e-07, + 3.8032885640859604e-07, + 3.7995641832822e-07, + 3.7958579923724756e-07, + 3.792166864968749e-07, + 3.788490232636832e-07, + 3.7848869283152453e-07, + 3.7812779396517726e-07, + 3.777672077376337e-07, + 3.774094352593238e-07, + 3.7705203226323647e-07, + 3.7669789776373364e-07, + 3.7634652017004555e-07, + 3.76005345970043e-07, + 3.756667581455986e-07, + 3.7532282703978126e-07, + 3.749813117792655e-07, + 3.7464377555807005e-07, + 3.7430399402182957e-07, + 3.7396341667772504e-07, + 3.7362053717515664e-07, + 3.7328166513361793e-07, + 3.7294103094609454e-07, + 3.7260448948472913e-07, + 3.7226647009447333e-07, + 3.719259780154971e-07, + 3.7158679333515465e-07, + 3.712446812187409e-07, + 3.708982490024937e-07, + 3.705555684518913e-07, + 3.702067203903425e-07, + 3.6986432405683445e-07, + 3.6952368986931106e-07, + 3.6918405044161773e-07, + 3.688433594106755e-07, + 3.685043168388802e-07, + 3.681694806800806e-07, + 3.6783021073460986e-07, + 3.6748909337802615e-07, + 3.6715127293973637e-07, + 3.6680987136605836e-07, + 3.664683276838332e-07, + 3.6612905773836246e-07, + 3.657933120848611e-07, + 3.6545625903272594e-07, + 3.651175290997344e-07, + 3.647825224106782e-07, + 3.644474020347843e-07, + 3.6411304904504505e-07, + 3.6377633705342305e-07, + 3.6344562204249087e-07, + 3.6311712392489426e-07, + 3.627928890637122e-07, + 3.6246976264919795e-07, + 3.621521784680226e-07, + 3.618383743742015e-07, + 3.615233481468749e-07, + 3.612084071846766e-07, + 3.60897672635474e-07, + 3.6058690966456197e-07, + 3.6027674354954797e-07, + 3.59964928975387e-07, + 3.596557007767842e-07, + 3.593458757222834e-07, + 3.5903670436709945e-07, + 3.587282719763607e-07, + 3.5841938483827107e-07, + 3.581068028779555e-07, + 3.577920892894326e-07, + 3.5747567039834394e-07, + 3.5715953572434955e-07, + 3.5684047361428384e-07, + 3.5652220731208217e-07, + 3.5620502103483886e-07, + 3.558888863608445e-07, + 3.5557567912292143e-07, + 3.552645466697868e-07, + 3.549552332060557e-07, + 3.546446691871097e-07, + 3.54336833652269e-07, + 3.5402561593400605e-07, + 3.537154782407015e-07, + 3.534066479460307e-07, + 3.530971071086242e-07, + 3.527937906255829e-07, + 3.524891383221984e-07, + 3.5219042615608487e-07, + 3.518939593050163e-07, + 3.515997377689928e-07, + 3.5130290143570164e-07, + 3.510047577037767e-07, + 3.507063865981763e-07, + 3.504084418182174e-07, + 3.501136234262958e-07, + 3.498189471429214e-07, + 3.495259193186939e-07, + 3.4923309044643247e-07, + 3.489434163839178e-07, + 3.4865760767388565e-07, + 3.483717136987252e-07, + 3.48082465961852e-07, + 3.4778869917317934e-07, + 3.474936249858729e-07, + 3.4719690233941947e-07, + 3.4690614825194643e-07, + 3.466145699348999e-07, + 3.4632137158041587e-07, + 3.4602803111738467e-07, + 3.4573653806546645e-07, + 3.4544376603662386e-07, + 3.451495445006003e-07, + 3.448510597081622e-07, + 3.4455328545845987e-07, + 3.442548575094406e-07, + 3.439564579821308e-07, + 3.4366325962764677e-07, + 3.433698623211967e-07, + 3.430766923884221e-07, + 3.4277996974196867e-07, + 3.4248697033945064e-07, + 3.4219533517898526e-07, + 3.419063432374969e-07, + 3.416192555505404e-07, + 3.4133447002204775e-07, + 3.4104914448107593e-07, + 3.407660642551491e-07, + 3.4048360930682975e-07, + 3.4020305861304223e-07, + 3.399216552679718e-07, + 3.39639171897943e-07, + 3.393564043108199e-07, + 3.390754557131004e-07, + 3.3879385341606394e-07, + 3.385109437203937e-07, + 3.38229455110195e-07, + 3.3794609066717385e-07, + 3.3766329465834133e-07, + 3.37380839710022e-07, + 3.370960257598199e-07, + 3.368164129824436e-07, + 3.365389034115651e-07, + 3.362623601788073e-07, + 3.359854758855363e-07, + 3.3571015478628397e-07, + 3.3543801691848785e-07, + 3.3516553799017856e-07, + 3.3489405382169934e-07, + 3.3462231385783525e-07, + 3.343575372127816e-07, + 3.3409256161576195e-07, + 3.338265628372028e-07, + 3.3356158724018314e-07, + 3.332948494971788e-07, + 3.330263780298992e-07 + ] + ], + "training_efficiencies": [ + [ + 0.0078125, + 0.00843738578259945, + 0.038979388773441315, + -0.006713110953569412, + -0.0021316884085536003, + -0.0009606968378648162, + -0.0004312940873205662, + -0.00016459084872622043, + -5.800352937512798e-06, + 9.615806629881263e-05, + 0.00016065212548710406, + 0.00020423356909304857, + 0.00023450638400390744, + 0.00025602977257221937, + 0.00027153422706760466, + 0.0002823396644089371, + 0.00028946236125193536, + 0.00029448719578795135, + 0.00029754542629234493, + 0.0002991175279021263, + 0.0002995698887389153, + 0.00029911991441622376, + 0.00029796265880577266, + 0.00029625085880979896, + 0.00029414414893835783, + 0.00029182923026382923, + 0.00028928148094564676, + 0.00028651434695348144, + 0.0002836037892848253, + 0.00028058551833964884, + 0.000277478015050292, + 0.0002742289216257632, + 0.000271004595560953, + 0.0002678100427147001, + 0.0002646892098709941, + 0.00026151593192480505, + 0.0002582894521765411, + 0.0002549360506236553, + 0.00025154530885629356, + 0.00024822779232636094, + 0.0002448878949508071, + 0.00024154070706572384, + 0.00023823890660423785, + 0.0002350577269680798, + 0.00023203858290798962, + 0.0002290509146405384, + 0.00022612640168517828, + 0.00022322587028611451, + 0.00022037670714780688, + 0.00021767363068647683, + 0.00021508242934942245, + 0.00021244196977932006, + 0.00020980513363610953, + 0.00020720525935757905, + 0.00020467914873734117, + 0.00020213965035509318, + 0.0001996695646084845, + 0.00019717327086254954, + 0.00019463637727312744, + 0.00019218085799366236, + 0.00018975111015606672, + 0.00018739697406999767, + 0.00018505130719859153, + 0.00018274213653057814, + 0.00018043030286207795, + 0.00017817894695326686, + 0.00017598904378246516, + 0.00017389653658028692, + 0.0001718481507850811, + 0.0001698541600489989, + 0.00016789691289886832, + 0.0001660149428062141, + 0.00016421734471805394, + 0.00016244490689132363, + 0.0001607028825674206, + 0.0001590050378581509, + 0.00015734815679024905, + 0.00015571837138850242, + 0.00015413921209983528, + 0.0001526185660623014, + 0.00015114835696294904, + 0.00014971753989811987, + 0.00014828033454250544, + 0.00014685367932543159, + 0.0001454474841011688, + 0.00014404724061023444, + 0.00014268582162912935, + 0.0001413284189766273, + 0.00014001276576891541, + 0.00013871953706257045, + 0.00013747101183980703, + 0.00013625764404423535, + 0.00013508395932149142, + 0.0001339420268777758, + 0.00013283148291520774, + 0.00013174461491871625, + 0.000130687520140782, + 0.00012967233487870544, + 0.00012868722842540592, + 0.00012772544869221747, + 0.00012677666381932795, + 0.00012585635704454035, + 0.0001249580382136628, + 0.0001240624551428482, + 0.00012318241351749748, + 0.0001223292638314888, + 0.00012148804671596736, + 0.00012065048940712586, + 0.00011983560398221016, + 0.00011903682025149465, + 0.00011825813271570951, + 0.00011748100951081142, + 0.00011671668471535668, + 0.00011597255797823891, + 0.00011523294233484194, + 0.00011449967132648453, + 0.0001137799845309928, + 0.00011307821841910481, + 0.0001123790571000427, + 0.00011168378841830418, + 0.00011099955736426637, + 0.00011032434849767014, + 0.00010965408000629395, + 0.00010898630716837943, + 0.00010832287807716057, + 0.00010767646745080128, + 0.00010703977750381455, + 0.00010641515837050974, + 0.00010580181697150692, + 0.00010519959323573858, + 0.00010460148041602224, + 0.00010400529572507367, + 0.00010343454050598666, + 0.00010285877215210348, + 0.00010229217150481418, + 0.00010173273039981723, + 0.00010117774218088016, + 0.00010063416993943974, + 0.00010009168909164146, + 9.95545051409863e-05, + 9.902093734126538e-05, + 9.849616617430001e-05, + 9.797808161238208e-05, + 9.746301657287404e-05, + 9.694828622741625e-05, + 9.642900113249198e-05, + 9.592241985956207e-05, + 9.541382314637303e-05, + 9.491958189755678e-05, + 9.442274313187227e-05, + 9.392661741003394e-05, + 9.34322815737687e-05, + 9.294518531532958e-05, + 9.24632913665846e-05, + 9.199102350976318e-05, + 9.152189159067348e-05, + 9.105845674639568e-05, + 9.060458978638053e-05, + 9.016929107019678e-05, + 8.973624062491581e-05, + 8.93142496352084e-05, + 8.889358286978677e-05, + 8.84892069734633e-05, + 8.809150313027203e-05, + 8.77014608704485e-05, + 8.731416164664552e-05, + 8.692734263604507e-05, + 8.654472912894562e-05, + 8.617086132289842e-05, + 8.579804853070527e-05, + 8.542533032596111e-05, + 8.50441210786812e-05, + 8.466024155495688e-05, + 8.427541615674272e-05, + 8.389183494728059e-05, + 8.35080209071748e-05, + 8.312442514579743e-05, + 8.274230640381575e-05, + 8.23621594463475e-05, + 8.19850611151196e-05, + 8.161420555552468e-05, + 8.12477373983711e-05, + 8.088359754765406e-05, + 8.052810153458267e-05, + 8.018330845516175e-05, + 7.984482363099232e-05, + 7.951462612254545e-05, + 7.919345807749778e-05, + 7.887669198680669e-05, + 7.856584124965593e-05, + 7.82572606112808e-05, + 7.79493129812181e-05, + 7.764570909785107e-05, + 7.73392166593112e-05, + 7.703656592639163e-05, + 7.673210348002613e-05, + 7.643189746886492e-05, + 7.613675552420318e-05, + 7.584466220578179e-05, + 7.55523142288439e-05, + 7.52613486838527e-05, + 7.497028855141252e-05, + 7.467513205483556e-05, + 7.438117609126493e-05, + 7.408694364130497e-05, + 7.379464659607038e-05, + 7.350365194724873e-05, + 7.3216411692556e-05, + 7.29388848412782e-05, + 7.266489410540089e-05, + 7.239103433676064e-05, + 7.211673801066354e-05, + 7.184533751569688e-05, + 7.158098014770076e-05, + 7.132105383789167e-05, + 7.106522389221936e-05, + 7.081280637066811e-05, + 7.056562026264146e-05, + 7.032443681964651e-05, + 7.008627289906144e-05, + 6.984611536609009e-05, + 6.960295286262408e-05, + 6.935804412933066e-05, + 6.91167006152682e-05, + 6.887486961204559e-05, + 6.863232556497678e-05, + 6.839103298261762e-05, + 6.814905646024272e-05, + 6.791434134356678e-05, + 6.768280582036823e-05, + 6.745282735209912e-05, + 6.722246325807646e-05, + 6.699597724946216e-05, + 6.677071360172704e-05, + 6.654786557191983e-05, + 6.632742588408291e-05, + 6.611005665035918e-05, + 6.589420809177682e-05, + 6.568236130988225e-05, + 6.546812073793262e-05, + 6.525735807372257e-05, + 6.504644989036024e-05, + 6.48319983156398e-05, + 6.462083547376096e-05, + 6.44129904685542e-05, + 6.420495628844947e-05, + 6.399888661690056e-05, + 6.379795377142727e-05, + 6.359753751894459e-05, + 6.339589162962511e-05, + 6.319753447314724e-05, + 6.300336099229753e-05, + 6.281105015659705e-05, + 6.262308306759223e-05, + 6.243523966986686e-05, + 6.224946992006153e-05, + 6.206486432347447e-05, + 6.188170664245263e-05, + 6.170038250274956e-05, + 6.152032437967137e-05, + 6.134265277069062e-05, + 6.11663272138685e-05, + 6.0986738390056416e-05, + 6.0808601119788364e-05, + 6.0628470237134025e-05, + 6.044587280484848e-05, + 6.0262380429776385e-05, + 6.0080299590481445e-05, + 5.990050340187736e-05, + 5.9720452554756775e-05, + 5.9541987866396084e-05, + 5.936540401307866e-05, + 5.9191748732700944e-05, + 5.901925032958388e-05, + 5.884764323127456e-05, + 5.8678677305579185e-05, + 5.8513622207101434e-05, + 5.83508845011238e-05, + 5.818772115162574e-05, + 5.802895611850545e-05, + 5.787125337519683e-05, + 5.771249198005535e-05, + 5.7556168030714616e-05, + 5.7398843637201935e-05, + 5.724192669731565e-05, + 5.708304524887353e-05, + 5.6920751376310363e-05, + 5.675756619893946e-05, + 5.659574890160002e-05, + 5.6435135775245726e-05, + 5.627623249893077e-05, + 5.611690357909538e-05, + 5.5961158068384975e-05, + 5.580408833338879e-05, + 5.565012907027267e-05, + 5.5497384892078117e-05, + 5.5348191381199285e-05, + 5.51993289263919e-05, + 5.505302033270709e-05, + 5.490824696607888e-05, + 5.4765470849815756e-05, + 5.46241135452874e-05, + 5.448391675599851e-05, + 5.4344469390343875e-05, + 5.420714296633378e-05, + 5.407168282545172e-05, + 5.393601531977765e-05, + 5.379953654482961e-05, + 5.366275581764057e-05, + 5.352718289941549e-05, + 5.3390456741908565e-05, + 5.32547383045312e-05, + 5.3119772928766906e-05, + 5.298481119098142e-05, + 5.285126462695189e-05, + 5.271810368867591e-05, + 5.2584113291231915e-05, + 5.2450053772190586e-05, + 5.231427712715231e-05, + 5.2177783800289035e-05, + 5.204288390814327e-05, + 5.190794399823062e-05, + 5.177269486011937e-05, + 5.1639359298860654e-05, + 5.150755896465853e-05, + 5.1376780902501196e-05, + 5.1246814109617844e-05, + 5.11173639097251e-05, + 5.0988950533792377e-05, + 5.086110104457475e-05, + 5.073537249700166e-05, + 5.0613343773875386e-05, + 5.0492057198425755e-05, + 5.037357550463639e-05, + 5.0257327529834583e-05, + 5.0141803512815386e-05, + 5.002675607101992e-05, + 4.9910788220586255e-05, + 4.9795329687185585e-05, + 4.968110079062171e-05, + 4.956671909894794e-05, + 4.9451809900347143e-05, + 4.933945820084773e-05, + 4.922734296997078e-05, + 4.911344876745716e-05, + 4.900007843389176e-05, + 4.888664261670783e-05, + 4.87734105263371e-05, + 4.866112067247741e-05, + 4.8549434723099694e-05, + 4.843987699132413e-05, + 4.833103230339475e-05, + 4.822207847610116e-05, + 4.811486724065617e-05, + 4.8007030272856355e-05, + 4.789960803464055e-05, + 4.7793175326660275e-05, + 4.7689540224382654e-05, + 4.758744398714043e-05, + 4.7484627430094406e-05, + 4.738232382806018e-05, + 4.727982377517037e-05, + 4.7178935346892104e-05, + 4.707934567704797e-05, + 4.698022530646995e-05, + 4.6880679292371497e-05, + 4.678001641877927e-05, + 4.668141991714947e-05, + 4.658406032831408e-05, + 4.6484659833367914e-05, + 4.638509199139662e-05, + 4.6285727876238525e-05, + 4.618690218194388e-05, + 4.608929521054961e-05, + 4.5991779188625515e-05, + 4.589501259033568e-05, + 4.5797092752764e-05, + 4.569753582472913e-05, + 4.559816807159223e-05, + 4.5500000851461664e-05, + 4.5402517571346834e-05, + 4.53049797215499e-05, + 4.5207500079413876e-05, + 4.511075167101808e-05, + 4.5014789066044614e-05, + 4.492007792578079e-05, + 4.482768054003827e-05, + 4.473528315429576e-05, + 4.4643446017289534e-05, + 4.4554682972375304e-05, + 4.446785897016525e-05, + 4.438075848156586e-05, + 4.4294818508205935e-05, + 4.4209205952938646e-05, + 4.412304770085029e-05, + 4.4036958570359275e-05, + 4.3951720726909116e-05, + 4.386678119772114e-05, + 4.3781885324278846e-05, + 4.369571979623288e-05, + 4.3611438741208985e-05, + 4.352866017143242e-05, + 4.3445670598885044e-05, + 4.33622881246265e-05, + 4.328042996348813e-05, + 4.3199317588005215e-05, + 4.311874363338575e-05, + 4.3040476157329977e-05, + 4.296248880564235e-05, + 4.288433774490841e-05, + 4.2806146666407585e-05, + 4.272814476280473e-05, + 4.265083043719642e-05, + 4.257263572071679e-05, + 4.2494073568377644e-05, + 4.241431815898977e-05, + 4.233619984006509e-05, + 4.225819793646224e-05, + 4.2179493902949616e-05, + 4.210036058793776e-05, + 4.202111085760407e-05, + 4.1941060771932825e-05, + 4.186215664958581e-05, + 4.178446761216037e-05, + 4.170710235484876e-05, + 4.1629024053690955e-05, + 4.1552193579263985e-05, + 4.147517029196024e-05, + 4.139926750212908e-05, + 4.132278627366759e-05, + 4.1245511965826154e-05, + 4.116847412660718e-05, + 4.109202200197615e-05, + 4.101657395949587e-05, + 4.094110045116395e-05, + 4.086631815880537e-05, + 4.079103746335022e-05, + 4.071649891557172e-05, + 4.0644354157848284e-05, + 4.057186743011698e-05, + 4.0500224713468924e-05, + 4.0428145439364016e-05, + 4.035558595205657e-05, + 4.028280091006309e-05, + 4.0210328734247014e-05, + 4.013940997538157e-05, + 4.0070171962725e-05, + 4.000057379016653e-05, + 3.9932012441568077e-05, + 3.98635929741431e-05, + 3.979599568992853e-05, + 3.972791091655381e-05, + 3.9658752939431e-05, + 3.9589918742422014e-05, + 3.9522183215012774e-05, + 3.945445132558234e-05, + 3.938821464544162e-05, + 3.9322625525528565e-05, + 3.925594864995219e-05, + 3.918826041626744e-05, + 3.9121729059843346e-05, + 3.905581252183765e-05, + 3.8989586755633354e-05, + 3.8923037209315225e-05, + 3.885646219714545e-05, + 3.879173527820967e-05, + 3.8726859202142805e-05, + 3.8661786675220355e-05, + 3.85961975553073e-05, + 3.8531954487552866e-05, + 3.8468286220449954e-05, + 3.8406415114877746e-05, + 3.834475501207635e-05, + 3.8283465983113274e-05, + 3.822254075203091e-05, + 3.816218304564245e-05, + 3.81024437956512e-05, + 3.804303560173139e-05, + 3.798240140895359e-05, + 3.7922942283330485e-05, + 3.786344677791931e-05, + 3.7804500607308e-05, + 3.774513606913388e-05, + 3.76855387003161e-05, + 3.762486812775023e-05, + 3.75639065168798e-05, + 3.7502813938772306e-05, + 3.744219065993093e-05, + 3.7381538277259097e-05, + 3.73204420611728e-05, + 3.7259203963913023e-05, + 3.719842788996175e-05, + 3.7138153857085854e-05, + 3.707828000187874e-05, + 3.7018740840721875e-05, + 3.696002022479661e-05, + 3.6901255953125656e-05, + 3.6843703128397465e-05, + 3.67869324691128e-05, + 3.672995444503613e-05, + 3.6671652196673676e-05, + 3.661372102214955e-05, + 3.655652835732326e-05, + 3.650016151368618e-05, + 3.6443678254727274e-05, + 3.638742055045441e-05, + 3.63305261998903e-05, + 3.6273027944844216e-05, + 3.6215224099578336e-05, + 3.615791138145141e-05, + 3.610112617025152e-05, + 3.60447374987416e-05, + 3.5988763556815684e-05, + 3.593426299630664e-05, + 3.587977334973402e-05, + 3.5825731174554676e-05, + 3.577118695829995e-05, + 3.571597335394472e-05, + 3.566109080566093e-05, + 3.560604454833083e-05, + 3.55517040588893e-05, + 3.5497909266268834e-05, + 3.544375431374647e-05, + 3.53888826793991e-05, + 3.533370909281075e-05, + 3.527825538185425e-05, + 3.5223074519308284e-05, + 3.516744982334785e-05, + 3.511264731059782e-05, + 3.5058328649029136e-05, + 3.50052687281277e-05, + 3.4953016438521445e-05, + 3.490099697955884e-05, + 3.48490102624055e-05, + 3.4797205444192514e-05, + 3.474588811513968e-05, + 3.469477815087885e-05, + 3.4645006962819025e-05, + 3.4595334000186995e-05, + 3.454525722190738e-05, + 3.44956642948091e-05, + 3.444575486355461e-05, + 3.439732608967461e-05, + 3.434829704929143e-05, + 3.429859134485014e-05, + 3.424923852435313e-05, + 3.420066786929965e-05, + 3.415294486330822e-05, + 3.410515273571946e-05, + 3.405739334993996e-05, + 3.400915375095792e-05, + 3.3960415748879313e-05, + 3.391199788893573e-05, + 3.3863219869090244e-05, + 3.381467831786722e-05, + 3.376575841684826e-05, + 3.3716500183800235e-05, + 3.366854434716515e-05, + 3.36211160174571e-05, + 3.357390232849866e-05, + 3.352684143465012e-05, + 3.347943857079372e-05, + 3.343217395013198e-05, + 3.3385738788638264e-05, + 3.333914719405584e-05, + 3.329289029352367e-05, + 3.324709177832119e-05, + 3.3201646147063e-05, + 3.315582944196649e-05, + 3.311020918772556e-05, + 3.3063966839108616e-05, + 3.301744436612353e-05, + 3.2970587199088186e-05, + 3.2923693652264774e-05, + 3.287788786110468e-05, + 3.283231126260944e-05, + 3.27875095536001e-05, + 3.274238406447694e-05, + 3.2697942515369505e-05, + 3.2653599191689864e-05, + 3.260928860981949e-05, + 3.256470154155977e-05, + 3.252035457990132e-05, + 3.247682616347447e-05, + 3.2433777960250154e-05, + 3.2390595151809976e-05, + 3.234729956602678e-05, + 3.2303782063536346e-05, + 3.225914406357333e-05, + 3.221484075766057e-05, + 3.2170937629416585e-05, + 3.212693627574481e-05, + 3.2082822144730017e-05, + 3.2039140933193266e-05, + 3.199565253453329e-05, + 3.195234603481367e-05, + 3.1909115932649e-05, + 3.1865467462921515e-05, + 3.182174623361789e-05, + 3.1777955882716924e-05, + 3.173474397044629e-05, + 3.16917103191372e-05, + 3.164881491102278e-05, + 3.160585038131103e-05, + 3.1562787626171485e-05, + 3.151986311422661e-05, + 3.147708048345521e-05, + 3.143470530631021e-05, + 3.1392875825986266e-05, + 3.135107908747159e-05, + 3.131002449663356e-05, + 3.126896626781672e-05, + 3.1227897125063464e-05, + 3.118731183349155e-05, + 3.114743594778702e-05, + 3.1108047551242635e-05, + 3.106907388428226e-05, + 3.1030929676489905e-05, + 3.0993178370408714e-05, + 3.095569263678044e-05, + 3.091825783485547e-05, + 3.0880644771968946e-05, + 3.084379932261072e-05, + 3.080693932133727e-05, + 3.077085784752853e-05, + 3.073514744755812e-05, + 3.0699276976520196e-05, + 3.066357021452859e-05, + 3.062759788008407e-05, + 3.059139271499589e-05, + 3.05550274788402e-05, + 3.0518724088324234e-05, + 3.0482178772217594e-05, + 3.0445613447227515e-05, + 3.0409202736336738e-05, + 3.037277565454133e-05, + 3.0335813789861277e-05, + 3.0298222554847598e-05, + 3.0260302082751878e-05, + 3.0222345230868086e-05, + 3.018474490090739e-05, + 3.0146695280564018e-05, + 3.0108747523627244e-05, + 3.0071478249737993e-05, + 3.003351048391778e-05, + 2.9995717341080308e-05, + 2.9958084269310348e-05, + 2.9920418455731124e-05, + 2.988249070767779e-05, + 2.9844548407709226e-05, + 2.9806788006681018e-05, + 2.9769375032628886e-05, + 2.9732702387264e-05, + 2.9696107958443463e-05, + 2.9659271604032256e-05, + 2.9622480724356137e-05, + 2.95858335448429e-05, + 2.9549228202085942e-05, + 2.951318492705468e-05, + 2.9477712814696133e-05, + 2.9442573577398434e-05, + 2.9407679903670214e-05, + 2.9373068173299544e-05, + 2.933886571554467e-05, + 2.930437221948523e-05, + 2.92701915896032e-05, + 2.9235652618808672e-05, + 2.9201381039456464e-05, + 2.9167422326281667e-05, + 2.913337084464729e-05, + 2.9099670427967794e-05, + 2.906575900851749e-05, + 2.9031469239271246e-05, + 2.899723949667532e-05, + 2.896288424381055e-05, + 2.8928890969837084e-05, + 2.8895325158373453e-05, + 2.8861953978776e-05, + 2.8828293579863384e-05, + 2.8794791433028877e-05, + 2.8761369321728125e-05, + 2.8728594770655036e-05, + 2.869561103580054e-05, + 2.8662727345363237e-05, + 2.86309023067588e-05, + 2.85992009594338e-05, + 2.8567421395564452e-05, + 2.8535736419144087e-05, + 2.8503935027401894e-05, + 2.847237374226097e-05, + 2.844054688466713e-05, + 2.840835804818198e-05, + 2.8376216505421326e-05, + 2.834384940797463e-05, + 2.8311280402704142e-05, + 2.827832031471189e-05, + 2.8245420253369957e-05, + 2.8212753022671677e-05, + 2.8179438231745735e-05, + 2.814641447912436e-05, + 2.811306512739975e-05, + 2.8079790354240686e-05, + 2.804596624628175e-05, + 2.8012074835714884e-05, + 2.797855449898634e-05, + 2.7945206966251135e-05, + 2.7912836230825633e-05, + 2.7880509151145816e-05, + 2.7848529498442076e-05, + 2.7816755391540937e-05, + 2.778526868496556e-05, + 2.7753672839025967e-05, + 2.772253537841607e-05, + 2.7691436116583645e-05, + 2.7660493287839927e-05, + 2.762977237580344e-05, + 2.7599158784141764e-05, + 2.7568661607801914e-05, + 2.7538266294868663e-05, + 2.750792191363871e-05, + 2.747833241301123e-05, + 2.7449072149465792e-05, + 2.7420095648267306e-05, + 2.7390997274778783e-05, + 2.7361778847989626e-05, + 2.733235487539787e-05, + 2.7302918169880286e-05, + 2.727371611399576e-05, + 2.724439764278941e-05, + 2.721537384786643e-05, + 2.7186339139007032e-05, + 2.7157315344084054e-05, + 2.7128142392029986e-05, + 2.7098747523268685e-05, + 2.7069076168118045e-05, + 2.7039866836275905e-05, + 2.7010717531084083e-05, + 2.698212665563915e-05, + 2.6953346605296247e-05, + 2.6924637495540082e-05, + 2.6896117560681887e-05, + 2.6867666747421026e-05, + 2.683929051272571e-05, + 2.681123442016542e-05, + 2.6782741770148277e-05, + 2.6754396458272822e-05, + 2.6726491341833025e-05, + 2.6698395231505856e-05, + 2.66698443738278e-05, + 2.664124440343585e-05, + 2.6612715373630635e-05, + 2.6584066290524788e-05, + 2.6555628210189752e-05, + 2.652755574672483e-05, + 2.6499506930122152e-05, + 2.6471367164049298e-05, + 2.644301093823742e-05, + 2.641459650476463e-05, + 2.6386167519376613e-05, + 2.6357547540101223e-05, + 2.6328856620239094e-05, + 2.6300313038518652e-05, + 2.6271954993717372e-05, + 2.624368244141806e-05, + 2.6215471734758466e-05, + 2.6187381081399508e-05, + 2.615895209601149e-05, + 2.613119977468159e-05, + 2.610330739116762e-05, + 2.6075776986544952e-05, + 2.6048503059428185e-05, + 2.60220913332887e-05, + 2.5995583200710826e-05, + 2.5969393391278572e-05, + 2.5943680157070048e-05, + 2.5918243409250863e-05, + 2.5892870326060802e-05, + 2.586765549494885e-05, + 2.5842742616077885e-05, + 2.5818033464020118e-05, + 2.5792860469664447e-05, + 2.57678530033445e-05, + 2.57428710028762e-05, + 2.5717645257827826e-05, + 2.569242860772647e-05, + 2.5667530280770734e-05, + 2.5642946638981812e-05, + 2.561812652857043e-05, + 2.5593202735763043e-05, + 2.5568195269443095e-05, + 2.5542976800352335e-05, + 2.5517618269077502e-05, + 2.549192140577361e-05, + 2.546610812714789e-05, + 2.5440307581447996e-05, + 2.5414830815861933e-05, + 2.538949775043875e-05, + 2.5364071916555986e-05, + 2.533875340304803e-05, + 2.5313043806818314e-05, + 2.5287470634793863e-05, + 2.5261797418352216e-05, + 2.523648799979128e-05, + 2.52112586167641e-05, + 2.518623114156071e-05, + 2.516159111110028e-05, + 2.5137233023997396e-05, + 2.511304228391964e-05, + 2.5088918846449815e-05, + 2.5064859073609114e-05, + 2.504127587599214e-05, + 2.501747803762555e-05, + 2.4993914848892018e-05, + 2.4970464437501505e-05, + 2.494698310329113e-05, + 2.4923316232161596e-05, + 2.489960752427578e-05, + 2.4875911549315788e-05, + 2.4852051865309477e-05, + 2.482834861439187e-05, + 2.4804328859318048e-05, + 2.4780241801636294e-05, + 2.4756342099863105e-05, + 2.473257336532697e-05, + 2.4708726414246485e-05, + 2.468485945428256e-05, + 2.466098521836102e-05, + 2.4636723537696525e-05, + 2.4612483684904873e-05, + 2.45881819864735e-05, + 2.4564073100918904e-05, + 2.453991874062922e-05, + 2.4516191842849366e-05, + 2.4492721422575414e-05, + 2.4469534764648415e-05, + 2.4446295356028713e-05, + 2.4423083232250065e-05, + 2.4399863832513802e-05, + 2.4376646251766942e-05, + 2.435351416352205e-05, + 2.4330534870387055e-05, + 2.430757012916729e-05, + 2.4284503524540924e-05, + 2.426147875667084e-05, + 2.423851765342988e-05, + 2.421542194497306e-05, + 2.4191873308154754e-05, + 2.4168528398149647e-05, + 2.4144908820744604e-05, + 2.4121505703078583e-05, + 2.4098164431052282e-05, + 2.4075035980786197e-05, + 2.405169107078109e-05, + 2.402872451057192e-05, + 2.400590710749384e-05, + 2.398326796537731e-05, + 2.396055424469523e-05, + 2.3938322556205094e-05, + 2.3916052668937482e-05, + 2.3893653633422218e-05, + 2.3871320081525482e-05, + 2.3848884666222148e-05, + 2.3826287360861897e-05, + 2.3803628209861927e-05, + 2.378120188950561e-05, + 2.3759075702400878e-05, + 2.3737016817904077e-05, + 2.371497430431191e-05, + 2.369303911109455e-05, + 2.367106753808912e-05, + 2.3649023205507547e-05, + 2.3626987967872992e-05, + 2.3604981834068894e-05, + 2.358308483962901e-05, + 2.3561136913485825e-05, + 2.3539216272183694e-05, + 2.351729381189216e-05, + 2.349549140490126e-05, + 2.3473647161154076e-05, + 2.3451868401025422e-05, + 2.343014239158947e-05, + 2.34084072872065e-05, + 2.3386839529848658e-05, + 2.3365400920738466e-05, + 2.334386772417929e-05, + 2.332293297513388e-05, + 2.3302020053961314e-05, + 2.3281194444280118e-05, + 2.3260497982846573e-05, + 2.323993612662889e-05, + 2.321945794392377e-05, + 2.3198750568553805e-05, + 2.3178201445261948e-05, + 2.3157566829468124e-05, + 2.3137028620112687e-05, + 2.3116481315810233e-05, + 2.3096023141988553e-05, + 2.3075965145835653e-05, + 2.3055799829307944e-05, + 2.303561268490739e-05, + 2.3015447368379682e-05, + 2.299551124451682e-05, + 2.2975600586505607e-05, + 2.2955444364924915e-05, + 2.293535362696275e-05, + 2.2915082809049636e-05, + 2.289488838869147e-05, + 2.287481584062334e-05, + 2.2854819690110162e-05, + 2.2834754417999648e-05, + 2.281465640407987e-05, + 2.279446562170051e-05, + 2.2774302124162205e-05, + 2.2754305973649025e-05, + 2.2734202502761036e-05, + 2.271416269650217e-05, + 2.2694222934660502e-05, + 2.2674676074529998e-05, + 2.2655356588074937e-05, + 2.2635904315393418e-05, + 2.2616335627390072e-05, + 2.2596808776143007e-05, + 2.2577267372980714e-05, + 2.2557673219125718e-05, + 2.2538122721016407e-05, + 2.2518814148497768e-05, + 2.2499247279483825e-05, + 2.247973134217318e-05, + 2.2460280888481066e-05, + 2.2440817701863125e-05, + 2.2420987079385668e-05, + 2.240144385723397e-05, + 2.2381846065400168e-05, + 2.2362612071447074e-05, + 2.2343467207974754e-05, + 2.2324318706523627e-05, + 2.230543759651482e-05, + 2.2286438252194785e-05, + 2.226770084234886e-05, + 2.2248841560212895e-05, + 2.2230093236430548e-05, + 2.2211710529518314e-05, + 2.21935442823451e-05, + 2.217516339442227e-05, + 2.2156775230541825e-05, + 2.2138354324852116e-05, + 2.211980063293595e-05, + 2.210122511314694e-05, + 2.2083038857090287e-05, + 2.206471071986016e-05, + 2.2046349840820767e-05, + 2.2028118110029027e-05, + 2.2009911845088936e-05, + 2.199155460402835e-05, + 2.1973246475681663e-05, + 2.1954841940896586e-05, + 2.193667933170218e-05, + 2.1918573111179285e-05, + 2.190029226767365e-05, + 2.188188227592036e-05, + 2.186334677389823e-05, + 2.1844747607246973e-05, + 2.1825933799846098e-05, + 2.1807243683724664e-05, + 2.1788910089526325e-05, + 2.1770330931758508e-05, + 2.1751780877821147e-05, + 2.1732872482971288e-05, + 2.171404230466578e-05, + 2.169529761886224e-05, + 2.167648017348256e-05, + 2.1657790057361126e-05, + 2.1639276383211836e-05, + 2.1620937332045287e-05, + 2.1602611013804562e-05, + 2.1584344722214155e-05, + 2.1565907445619814e-05, + 2.154735011572484e-05, + 2.1529038349399343e-05, + 2.151076841983013e-05, + 2.1492565792868845e-05, + 2.147449049516581e-05, + 2.1456440663314424e-05, + 2.1438403564388864e-05, + 2.1420442863018252e-05, + 2.1402731363195926e-05, + 2.1385078071034513e-05, + 2.1367846784414724e-05, + 2.135076283593662e-05, + 2.133378802682273e-05, + 2.1316749553079717e-05, + 2.1299707441357896e-05, + 2.1282910893205553e-05, + 2.1266429030220024e-05, + 2.1250136342132464e-05, + 2.1234089217614383e-05, + 2.1217958419583738e-05, + 2.1201747586019337e-05, + 2.1185294826864265e-05, + 2.1168638340895995e-05 + ], + [ + 0.0078125, + 0.008178498595952988, + 0.011726456694304943, + 0.025562942028045654, + -0.01984761655330658, + -0.0054498091340065, + -0.002631933894008398, + -0.0015397422248497605, + -0.0009162810165435076, + -0.0005732817808166146, + -0.00035358508466742933, + -0.0002042313280981034, + -0.00010019108594860882, + -2.7876409149030223e-05, + 2.572277662693523e-05, + 6.956310971872881e-05, + 0.0001031334322760813, + 0.00012916972627863288, + 0.00014889572048559785, + 0.0001638596731936559, + 0.00017507925804238766, + 0.00018347325385548174, + 0.00018980215827468783, + 0.00019472732674330473, + 0.00019843768677674234, + 0.00020123446302022785, + 0.00020327647507656366, + 0.00020472280448302627, + 0.0002056291705230251, + 0.00020605637109838426, + 0.0002061014383798465, + 0.00020581544958986342, + 0.00020525288709904999, + 0.00020443671382963657, + 0.00020346695964690298, + 0.00020231942471582443, + 0.00020104844588786364, + 0.00019964409875683486, + 0.00019812733808066696, + 0.00019648944726213813, + 0.00019481312483549118, + 0.00019309531489852816, + 0.00019130580767523497, + 0.0001895054883789271, + 0.00018767331494018435, + 0.0001858498144429177, + 0.00018402068235445768, + 0.00018217472825199366, + 0.00018024515884462744, + 0.00017833583115134388, + 0.00017640998703427613, + 0.00017454632325097919, + 0.00017272887635044754, + 0.00017090635083150119, + 0.00016914508887566626, + 0.00016743646119721234, + 0.00016576953930780292, + 0.0001641005655983463, + 0.0001624651049496606, + 0.00016085982497315854, + 0.0001592775952303782, + 0.0001577391813043505, + 0.00015624496154487133, + 0.00015479300054721534, + 0.00015338485536631197, + 0.00015198663459159434, + 0.0001506065746070817, + 0.00014924116840120405, + 0.00014788929547648877, + 0.00014653545804321766, + 0.00014520464173983783, + 0.00014390436990652233, + 0.00014261837350204587, + 0.00014136693789623678, + 0.00014012370957061648, + 0.00013891144772060215, + 0.00013772417150903493, + 0.00013653549831360579, + 0.00013538972416426986, + 0.00013427346129901707, + 0.00013318432320374995, + 0.00013211210898589343, + 0.00013107224367558956, + 0.00013007030065637082, + 0.00012908774078823626, + 0.00012813198554795235, + 0.00012718794459942728, + 0.00012626589159481227, + 0.00012536469148471951, + 0.0001244689046870917, + 0.0001235934760188684, + 0.00012273143511265516, + 0.000121871373266913, + 0.0001210174523293972, + 0.00012017719564028084, + 0.00011935450311284512, + 0.00011853199976030737, + 0.00011771986464736983, + 0.00011691451800288633, + 0.00011612616071943194, + 0.00011535987869137898, + 0.00011460261157481, + 0.00011384486424503848, + 0.00011309433466522023, + 0.00011234580597374588, + 0.00011161068687215447, + 0.00011087919119745493, + 0.00011015970085281879, + 0.00010944478708552197, + 0.00010873874271055683, + 0.00010804261546581984, + 0.00010735346586443484, + 0.00010667472088243812, + 0.00010599514644127339, + 0.00010531520820222795, + 0.00010464258230058476, + 0.00010398105951026082, + 0.000103331811260432, + 0.00010269674385199323, + 0.0001020758063532412, + 0.00010146771819563583, + 0.00010086347174365073, + 0.00010027347889263183, + 9.968970698537305e-05, + 9.911070810630918e-05, + 9.853328083408996e-05, + 9.796536323847249e-05, + 9.740255336510018e-05, + 9.68499734881334e-05, + 9.630403656046838e-05, + 9.576716547599062e-05, + 9.524145571049303e-05, + 9.47191147133708e-05, + 9.419522393727675e-05, + 9.367268648929894e-05, + 9.315947681898251e-05, + 9.265166590921581e-05, + 9.215941827278584e-05, + 9.167916141450405e-05, + 9.120814502239227e-05, + 9.074377157958224e-05, + 9.028724889503792e-05, + 8.983590669231489e-05, + 8.939419785747305e-05, + 8.89543880475685e-05, + 8.852116297930479e-05, + 8.809535938780755e-05, + 8.767574763623998e-05, + 8.726253145141527e-05, + 8.685362990945578e-05, + 8.645194611744955e-05, + 8.604867616668344e-05, + 8.56485785334371e-05, + 8.525235170964152e-05, + 8.487003651680425e-05, + 8.449159213341773e-05, + 8.411897579208016e-05, + 8.375207835342735e-05, + 8.339533815160394e-05, + 8.303890354000032e-05, + 8.268612145911902e-05, + 8.233966218540445e-05, + 8.199764852179214e-05, + 8.165972394635901e-05, + 8.133205847116187e-05, + 8.100878039840609e-05, + 8.068803435890004e-05, + 8.036025974433869e-05, + 8.003449329407886e-05, + 7.971062586875632e-05, + 7.939062925288454e-05, + 7.907153485575691e-05, + 7.875574374338612e-05, + 7.84411677159369e-05, + 7.813319098204374e-05, + 7.782861939631402e-05, + 7.752976671326905e-05, + 7.723629823885858e-05, + 7.694798841839656e-05, + 7.666675810469314e-05, + 7.639230898348615e-05, + 7.61230185162276e-05, + 7.585802086396143e-05, + 7.559250661870465e-05, + 7.532846939284354e-05, + 7.506580004701391e-05, + 7.480493513867259e-05, + 7.45440847822465e-05, + 7.428044773405418e-05, + 7.401737093459815e-05, + 7.375453424174339e-05, + 7.348915823968127e-05, + 7.322386227315292e-05, + 7.29608946130611e-05, + 7.269964407896623e-05, + 7.243695290526375e-05, + 7.217696111183614e-05, + 7.191682379925624e-05, + 7.165977876866236e-05, + 7.14089983375743e-05, + 7.115966582205147e-05, + 7.091620500432327e-05, + 7.067275873851031e-05, + 7.043065852485597e-05, + 7.019039912847802e-05, + 6.995028525125235e-05, + 6.97151554049924e-05, + 6.947965448489413e-05, + 6.924661283846945e-05, + 6.9016772613395e-05, + 6.878770363982767e-05, + 6.856048275949433e-05, + 6.83314647176303e-05, + 6.810307240812108e-05, + 6.787497841287404e-05, + 6.764531281078234e-05, + 6.741943070665002e-05, + 6.719316297676414e-05, + 6.69698856654577e-05, + 6.674828182440251e-05, + 6.652648880844936e-05, + 6.631000724155456e-05, + 6.609268166357651e-05, + 6.587905954802409e-05, + 6.566553201992065e-05, + 6.545154610648751e-05, + 6.523957563331351e-05, + 6.503277836600319e-05, + 6.482434400822967e-05, + 6.461592420237139e-05, + 6.441071309382096e-05, + 6.420720455935225e-05, + 6.400822167051956e-05, + 6.380923150572926e-05, + 6.361035775626078e-05, + 6.341042899293825e-05, + 6.321334512904286e-05, + 6.3018684159033e-05, + 6.282686081249267e-05, + 6.263982504606247e-05, + 6.245341501198709e-05, + 6.226739060366526e-05, + 6.208311970112845e-05, + 6.190126441651955e-05, + 6.17178957327269e-05, + 6.153646972961724e-05, + 6.135473086033016e-05, + 6.117225711932406e-05, + 6.0992268117843196e-05, + 6.0811700677732006e-05, + 6.0628844948951155e-05, + 6.044698602636345e-05, + 6.0266782384132966e-05, + 6.0084676078986377e-05, + 5.990111458231695e-05, + 5.971854625386186e-05, + 5.953821528237313e-05, + 5.93564982409589e-05, + 5.9178863011766225e-05, + 5.900302858208306e-05, + 5.8826397435041144e-05, + 5.8650381106417626e-05, + 5.847240026923828e-05, + 5.8296576753491536e-05, + 5.81227577640675e-05, + 5.7949302572524175e-05, + 5.777723708888516e-05, + 5.7606092013884336e-05, + 5.7436456700088456e-05, + 5.727033203584142e-05, + 5.7104556617559865e-05, + 5.6939687056001276e-05, + 5.677453737007454e-05, + 5.661078103003092e-05, + 5.6448836403433233e-05, + 5.6288266932824627e-05, + 5.612960740108974e-05, + 5.5972905101953074e-05, + 5.5816803069319576e-05, + 5.566217805608176e-05, + 5.550914283958264e-05, + 5.535787931876257e-05, + 5.52093842998147e-05, + 5.5060671002138406e-05, + 5.491383126354776e-05, + 5.4768697737017646e-05, + 5.4624106269329786e-05, + 5.447998773888685e-05, + 5.433769183582626e-05, + 5.419698572950438e-05, + 5.4057876695878804e-05, + 5.391928061726503e-05, + 5.378185596782714e-05, + 5.364612297853455e-05, + 5.3512256272369996e-05, + 5.338024129741825e-05, + 5.3247029427438974e-05, + 5.311411223374307e-05, + 5.298370888340287e-05, + 5.2854833484161645e-05, + 5.272756243357435e-05, + 5.260089164949022e-05, + 5.2473860705504194e-05, + 5.234966374700889e-05, + 5.2225645049475133e-05, + 5.210210656514391e-05, + 5.198126018512994e-05, + 5.1860391977243125e-05, + 5.173977115191519e-05, + 5.161946319276467e-05, + 5.150207653059624e-05, + 5.1384136895649135e-05, + 5.126527321408503e-05, + 5.114812302053906e-05, + 5.103219154989347e-05, + 5.091667844681069e-05, + 5.080231130705215e-05, + 5.0687198381638154e-05, + 5.0572503823786974e-05, + 5.045949001214467e-05, + 5.034664354752749e-05, + 5.023341509513557e-05, + 5.012085966882296e-05, + 5.000927922083065e-05, + 4.989817171008326e-05, + 4.9787900934461504e-05, + 4.967936547473073e-05, + 4.956998964189552e-05, + 4.946131957694888e-05, + 4.935391552862711e-05, + 4.924890527036041e-05, + 4.9144535296363756e-05, + 4.903887020191178e-05, + 4.893283767160028e-05, + 4.882973007624969e-05, + 4.872607678407803e-05, + 4.862348214373924e-05, + 4.852062920690514e-05, + 4.841764530283399e-05, + 4.83142830489669e-05, + 4.821088441531174e-05, + 4.810603059013374e-05, + 4.800191891263239e-05, + 4.789707236341201e-05, + 4.779053415404633e-05, + 4.7684960009064525e-05, + 4.758049544761889e-05, + 4.747668208437972e-05, + 4.737114068120718e-05, + 4.7266308683902025e-05, + 4.716245166491717e-05, + 4.705899118562229e-05, + 4.6956436563050374e-05, + 4.685521707870066e-05, + 4.675558375311084e-05, + 4.6657030907226726e-05, + 4.655896918848157e-05, + 4.646317029255442e-05, + 4.6368848416022956e-05, + 4.62742245872505e-05, + 4.617908052750863e-05, + 4.6084496716503054e-05, + 4.599076783051714e-05, + 4.58978938695509e-05, + 4.580410313792527e-05, + 4.571002864395268e-05, + 4.56162124464754e-05, + 4.5522163418354467e-05, + 4.542931492323987e-05, + 4.5336393668549135e-05, + 4.524328323896043e-05, + 4.514950342127122e-05, + 4.505503602558747e-05, + 4.496166729950346e-05, + 4.486940451897681e-05, + 4.4777065340895206e-05, + 4.468439146876335e-05, + 4.45923360530287e-05, + 4.4499891373561695e-05, + 4.440890552359633e-05, + 4.431921479408629e-05, + 4.4231084757484496e-05, + 4.414225622895174e-05, + 4.4053718738723546e-05, + 4.3965257646050304e-05, + 4.3877480493392795e-05, + 4.3790569179691374e-05, + 4.3703032133635134e-05, + 4.361610990599729e-05, + 4.353018448455259e-05, + 4.344477201811969e-05, + 4.336120400694199e-05, + 4.327755596023053e-05, + 4.319394429330714e-05, + 4.310920849093236e-05, + 4.30253021477256e-05, + 4.294166501495056e-05, + 4.28586317866575e-05, + 4.277620610082522e-05, + 4.269374767318368e-05, + 4.261204230715521e-05, + 4.253046790836379e-05, + 4.2448940803296864e-05, + 4.23689853050746e-05, + 4.228951002005488e-05, + 4.22105731558986e-05, + 4.213205829728395e-05, + 4.205557343084365e-05, + 4.198027090751566e-05, + 4.190647814539261e-05, + 4.183444252703339e-05, + 4.176346192252822e-05, + 4.169272506260313e-05, + 4.162205368629657e-05, + 4.155216083745472e-05, + 4.148346488364041e-05, + 4.14137975894846e-05, + 4.1344981582369655e-05, + 4.127738066017628e-05, + 4.120954326936044e-05, + 4.114092007512227e-05, + 4.10727589041926e-05, + 4.10029424529057e-05, + 4.0932736737886444e-05, + 4.086178159923293e-05, + 4.079102291143499e-05, + 4.0720344259170815e-05, + 4.064901077072136e-05, + 4.057795013068244e-05, + 4.050630741403438e-05, + 4.043417357024737e-05, + 4.036274549434893e-05, + 4.029167757835239e-05, + 4.0221606468549e-05, + 4.0152161091100425e-05, + 4.008285759482533e-05, + 4.001388151664287e-05, + 3.994591679656878e-05, + 3.987775562563911e-05, + 3.980993642471731e-05, + 3.9743590605212376e-05, + 3.967782322433777e-05, + 3.961189213441685e-05, + 3.9546237530885264e-05, + 3.9480088162235916e-05, + 3.941432441934012e-05, + 3.934871710953303e-05, + 3.9283655496547e-05, + 3.921843381249346e-05, + 3.91536123061087e-05, + 3.908886355930008e-05, + 3.9025024307193235e-05, + 3.896124690072611e-05, + 3.889685103786178e-05, + 3.8833211874589324e-05, + 3.8769339880673215e-05, + 3.8706195482518524e-05, + 3.864294194499962e-05, + 3.8579401007154956e-05, + 3.851606379612349e-05, + 3.84527156711556e-05, + 3.8389080145861953e-05, + 3.832629954558797e-05, + 3.826384636340663e-05, + 3.8200578273972496e-05, + 3.81378413294442e-05, + 3.8075741031207144e-05, + 3.801348066190258e-05, + 3.795060911215842e-05, + 3.7888654333073646e-05, + 3.78267650376074e-05, + 3.776523226406425e-05, + 3.7703848647652194e-05, + 3.7642639654222876e-05, + 3.758179445867427e-05, + 3.752075645024888e-05, + 3.745931826415472e-05, + 3.7398378481157124e-05, + 3.7338435504352674e-05, + 3.727879811776802e-05, + 3.721921893884428e-05, + 3.7159628845984116e-05, + 3.7100377085153013e-05, + 3.7040630559204146e-05, + 3.6981262383051217e-05, + 3.692211248562671e-05, + 3.6864628782495856e-05, + 3.6807450669584796e-05, + 3.675178959383629e-05, + 3.669704165076837e-05, + 3.66434505849611e-05, + 3.6591358366422355e-05, + 3.654005195130594e-05, + 3.648973142844625e-05, + 3.6440585972741246e-05, + 3.639215719886124e-05, + 3.6343819374451414e-05, + 3.629521233960986e-05, + 3.6246470699552447e-05, + 3.619665221776813e-05, + 3.6146688216831535e-05, + 3.6096702388022095e-05, + 3.604661833378486e-05, + 3.599504634621553e-05, + 3.59429614036344e-05, + 3.5890367144020274e-05, + 3.5837903851643205e-05, + 3.578506948542781e-05, + 3.573171852622181e-05, + 3.567894236766733e-05, + 3.562580968718976e-05, + 3.5573073546402156e-05, + 3.5520239180186763e-05, + 3.5466960980556905e-05, + 3.541362821124494e-05, + 3.5360259062144905e-05, + 3.530790490913205e-05, + 3.525568899931386e-05, + 3.52046154148411e-05, + 3.5154298529960215e-05, + 3.510400347295217e-05, + 3.5053424653597176e-05, + 3.500274760881439e-05, + 3.495267446851358e-05, + 3.4902728657471016e-05, + 3.485362321953289e-05, + 3.480498708086088e-05, + 3.475710764178075e-05, + 3.470953743089922e-05, + 3.4660966775845736e-05, + 3.46121123584453e-05, + 3.456361810094677e-05, + 3.4513774153310806e-05, + 3.4463075280655175e-05, + 3.4412627428537235e-05, + 3.436235056142323e-05, + 3.431302684475668e-05, + 3.426371404202655e-05, + 3.421509245526977e-05, + 3.416582694626413e-05, + 3.411660509300418e-05, + 3.406748146517202e-05, + 3.401880167075433e-05, + 3.3970434742514044e-05, + 3.3922035072464496e-05, + 3.387367905816063e-05, + 3.382565046194941e-05, + 3.3778458600863814e-05, + 3.373167783138342e-05, + 3.368499892530963e-05, + 3.36378398060333e-05, + 3.359119364176877e-05, + 3.354414729983546e-05, + 3.349727558088489e-05, + 3.3450734918005764e-05, + 3.34041214955505e-05, + 3.3357679058099166e-05, + 3.331164043629542e-05, + 3.326584192109294e-05, + 3.321977419545874e-05, + 3.3173921110574156e-05, + 3.312774788355455e-05, + 3.308154919068329e-05, + 3.303527773823589e-05, + 3.298892261227593e-05, + 3.294277848908678e-05, + 3.2896572520257905e-05, + 3.285088314441964e-05, + 3.280518649262376e-05, + 3.2759537134552374e-05, + 3.271359673817642e-05, + 3.26677763951011e-05, + 3.2622225262457505e-05, + 3.2576754165347666e-05, + 3.25310647895094e-05, + 3.248533175792545e-05, + 3.243986066081561e-05, + 3.239483339712024e-05, + 3.235012627555989e-05, + 3.230522997910157e-05, + 3.226043554604985e-05, + 3.221587758162059e-05, + 3.217157063772902e-05, + 3.2127205486176535e-05, + 3.2082913094200194e-05, + 3.20383369398769e-05, + 3.1994033633964136e-05, + 3.195003591827117e-05, + 3.1906747608445585e-05, + 3.186462708981708e-05, + 3.182296859449707e-05, + 3.1781408324604854e-05, + 3.1739466066937894e-05, + 3.169856790918857e-05, + 3.1658182706451043e-05, + 3.1617903005098924e-05, + 3.157773244311102e-05, + 3.153828583890572e-05, + 3.1499090255238116e-05, + 3.146024391753599e-05, + 3.1421623134519905e-05, + 3.138295505777933e-05, + 3.1344130547950044e-05, + 3.130502955173142e-05, + 3.1265622965293005e-05, + 3.122617636108771e-05, + 3.1186566047836095e-05, + 3.114621722488664e-05, + 3.110615580226295e-05, + 3.106615986325778e-05, + 3.1026251235743985e-05, + 3.0986171623226255e-05, + 3.0946281185606495e-05, + 3.090648169745691e-05, + 3.086655124207027e-05, + 3.082652256125584e-05, + 3.0786726711085066e-05, + 3.0746985430596396e-05, + 3.070748061873019e-05, + 3.0668015824630857e-05, + 3.062912946916185e-05, + 3.059129085158929e-05, + 3.055400520679541e-05, + 3.0517010600306094e-05, + 3.048022699658759e-05, + 3.0444105505011976e-05, + 3.040863521164283e-05, + 3.0373224944924004e-05, + 3.033810935448855e-05, + 3.0303139283205383e-05, + 3.0267970942077227e-05, + 3.023296085302718e-05, + 3.0198407330317423e-05, + 3.0163690098561347e-05, + 3.0128749131108634e-05, + 3.009332067449577e-05, + 3.0057859476073645e-05, + 3.0022694772924297e-05, + 2.998730997205712e-05, + 2.9951839678687975e-05, + 2.9916551284259185e-05, + 2.9881277441745624e-05, + 2.9846149118384346e-05, + 2.9811737476848066e-05, + 2.9777911549899727e-05, + 2.974384551635012e-05, + 2.9709908631048165e-05, + 2.9676237318199128e-05, + 2.9642395020346157e-05, + 2.960880556202028e-05, + 2.9574839572887868e-05, + 2.954089177364949e-05, + 2.9507011277019046e-05, + 2.9472850656020455e-05, + 2.9438340789056383e-05, + 2.9403587177512236e-05, + 2.9368997275014408e-05, + 2.9333901693462394e-05, + 2.929872971435543e-05, + 2.9263797841849737e-05, + 2.922888961620629e-05, + 2.9193963200668804e-05, + 2.9159300538594835e-05, + 2.9124699722160585e-05, + 2.909016802732367e-05, + 2.90560183202615e-05, + 2.9021985028521158e-05, + 2.898780621762853e-05, + 2.8954063964192756e-05, + 2.8920550903421827e-05, + 2.888681774493307e-05, + 2.8853339244960807e-05, + 2.8819669751101173e-05, + 2.87860821117647e-05, + 2.875260906876065e-05, + 2.8719387046294287e-05, + 2.8686215955531225e-05, + 2.865344868041575e-05, + 2.8620881494134665e-05, + 2.8588696295628324e-05, + 2.8557153200381435e-05, + 2.8525990273919888e-05, + 2.849487827916164e-05, + 2.8464070055633783e-05, + 2.8433682018658146e-05, + 2.8403681426425464e-05, + 2.8373384338920005e-05, + 2.8343270969344303e-05, + 2.8313226721365936e-05, + 2.8283315259614028e-05, + 2.825331648637075e-05, + 2.8223381377756596e-05, + 2.81934244412696e-05, + 2.816287087625824e-05, + 2.8132344596087933e-05, + 2.8101665520807728e-05, + 2.8071095584891737e-05, + 2.804051291604992e-05, + 2.800950824166648e-05, + 2.7978958314633928e-05, + 2.7948504794039764e-05, + 2.791770384646952e-05, + 2.7886972020496614e-05, + 2.7856029191752896e-05, + 2.7824986318591982e-05, + 2.7794132620329037e-05, + 2.7762829631683417e-05, + 2.7732019589166157e-05, + 2.7701109502231702e-05, + 2.767044134088792e-05, + 2.7639802283374593e-05, + 2.760924144240562e-05, + 2.7578520530369133e-05, + 2.7548225261853077e-05, + 2.751775537035428e-05, + 2.7487583793117665e-05, + 2.745749407040421e-05, + 2.7427529857959598e-05, + 2.7397436497267336e-05, + 2.7367461370886303e-05, + 2.7337553547113203e-05, + 2.7307420168654062e-05, + 2.7277366825728677e-05, + 2.7247839170740917e-05, + 2.7218351533520035e-05, + 2.718884206842631e-05, + 2.7159499950357713e-05, + 2.713028334255796e-05, + 2.7101295927423052e-05, + 2.707251042011194e-05, + 2.7043997761211358e-05, + 2.701566700125113e-05, + 2.698755997698754e-05, + 2.6959443857776932e-05, + 2.6931826141662896e-05, + 2.6904432161245495e-05, + 2.6877007258008234e-05, + 2.6849562345887534e-05, + 2.6822297513717785e-05, + 2.6795140001922846e-05, + 2.676793337741401e-05, + 2.674097049748525e-05, + 2.6714298655861057e-05, + 2.6688128855312243e-05, + 2.6662346499506384e-05, + 2.6636829716153443e-05, + 2.6611309294821694e-05, + 2.6586189051158726e-05, + 2.656090509844944e-05, + 2.6535612050793134e-05, + 2.6510337193030864e-05, + 2.648523513926193e-05, + 2.6460655135451816e-05, + 2.6435978725203313e-05, + 2.6410780264995992e-05, + 2.638555997691583e-05, + 2.6360299671068788e-05, + 2.6334608264733106e-05, + 2.630899689393118e-05, + 2.6283250917913392e-05, + 2.6257275749230757e-05, + 2.6231626179651357e-05, + 2.6206103939330205e-05, + 2.6180739951087162e-05, + 2.61552122537978e-05, + 2.6129564503207803e-05, + 2.61042205238482e-05, + 2.607916758279316e-05, + 2.605428744573146e-05, + 2.6029701984953135e-05, + 2.600507650640793e-05, + 2.598043101897929e-05, + 2.5956071112887003e-05, + 2.5931834898074158e-05, + 2.5907209419528954e-05, + 2.5882407499011606e-05, + 2.5857712898869067e-05, + 2.5832863684627227e-05, + 2.5808452846831642e-05, + 2.5783627279452048e-05, + 2.575854341557715e-05, + 2.5733474103617482e-05, + 2.5708404791657813e-05, + 2.5683013518573716e-05, + 2.5657949663582258e-05, + 2.5633133191149682e-05, + 2.5608438591007143e-05, + 2.5583814931451343e-05, + 2.555950231908355e-05, + 2.553566991991829e-05, + 2.551228681113571e-05, + 2.5488634491921403e-05, + 2.5464607460889965e-05, + 2.5440707759116776e-05, + 2.541686080803629e-05, + 2.539283195801545e-05, + 2.5369048671564087e-05, + 2.534517625463195e-05, + 2.532145481382031e-05, + 2.5297562388004735e-05, + 2.5274155632359907e-05, + 2.5250808903365396e-05, + 2.5227380319847725e-05, + 2.5204224584740587e-05, + 2.5180857846862637e-05, + 2.5157694835797884e-05, + 2.5134642783086747e-05, + 2.5112225557677448e-05, + 2.5089910195674747e-05, + 2.5067593014682643e-05, + 2.504513213352766e-05, + 2.5022492991411127e-05, + 2.4999482775456272e-05, + 2.4976532586151734e-05, + 2.4953340471256524e-05, + 2.4930204745032825e-05, + 2.4907167244236916e-05, + 2.4884118829504587e-05, + 2.486101584509015e-05, + 2.483801290509291e-05, + 2.4814822609187104e-05, + 2.4791081159492023e-05, + 2.4767246941337362e-05, + 2.4743374524405226e-05, + 2.4719893190194853e-05, + 2.4696604668861255e-05, + 2.4673578082001768e-05, + 2.4650475097587332e-05, + 2.4627668608445674e-05, + 2.460455107211601e-05, + 2.4581457182648592e-05, + 2.4558225049986504e-05, + 2.4535142074455507e-05, + 2.4512188247172162e-05, + 2.4489434508723207e-05, + 2.4466748072882183e-05, + 2.4444263544864953e-05, + 2.4421846319455653e-05, + 2.4399181711487472e-05, + 2.4376355213462375e-05, + 2.435355963825714e-05, + 2.433069676044397e-05, + 2.4307593776029535e-05, + 2.428463994874619e-05, + 2.426174614811316e-05, + 2.4238703190349042e-05, + 2.4215876692323945e-05, + 2.4193093850044534e-05, + 2.417056202830281e-05, + 2.414774826320354e-05, + 2.4125083655235358e-05, + 2.4102475435938686e-05, + 2.4080072762444615e-05, + 2.405790837656241e-05, + 2.4035996830207296e-05, + 2.4014369046199135e-05, + 2.3992726710275747e-05, + 2.3971184418769553e-05, + 2.3949802198330872e-05, + 2.3928509108372964e-05, + 2.390706868027337e-05, + 2.388621032878291e-05, + 2.386601954640355e-05, + 2.384612525929697e-05, + 2.3826476535759866e-05, + 2.380729347351007e-05, + 2.378806129854638e-05, + 2.3768754545017146e-05, + 2.3749476895318367e-05, + 2.373057941440493e-05, + 2.371177833992988e-05, + 2.3692902686889283e-05, + 2.3674205294810236e-05, + 2.3655513359699398e-05, + 2.3636377591174096e-05, + 2.36170908465283e-05, + 2.359785867156461e-05, + 2.3578302716487087e-05, + 2.3558315660920925e-05, + 2.3538499590358697e-05, + 2.3518547095591202e-05, + 2.3498720111092553e-05, + 2.347879490116611e-05, + 2.3459026124328375e-05, + 2.3439286451321095e-05, + 2.3419412173097953e-05, + 2.3399530618917197e-05, + 2.3379820049740374e-05, + 2.3359983970294707e-05, + 2.3339940526057035e-05, + 2.331955147383269e-05, + 2.3299204258364625e-05, + 2.3278962544281967e-05, + 2.3258522560354322e-05, + 2.323820262972731e-05, + 2.3217980924528092e-05, + 2.3197657355922274e-05, + 2.3177195544121787e-05, + 2.3156710085459054e-05, + 2.3136299205361865e-05, + 2.311591015313752e-05, + 2.3095690266927704e-05, + 2.307558861502912e-05, + 2.305569614691194e-05, + 2.303583278262522e-05, + 2.3015883925836533e-05, + 2.2996176994638517e-05, + 2.2976488253334537e-05, + 2.2957003238843754e-05, + 2.2937378162168898e-05, + 2.2917763999430463e-05, + 2.2898200768395327e-05, + 2.287870302097872e-05, + 2.2859023374621756e-05, + 2.2839501980342902e-05, + 2.2819813239038922e-05, + 2.280012449773494e-05, + 2.2780510334996507e-05, + 2.2761081709177233e-05, + 2.274173493788112e-05, + 2.2722299036104232e-05, + 2.270280492666643e-05, + 2.2683201677864417e-05, + 2.2663600248051807e-05, + 2.2644004275207408e-05, + 2.2624652046943083e-05, + 2.2605214326176792e-05, + 2.2585620172321796e-05, + 2.256626612506807e-05, + 2.2546853870153427e-05, + 2.2527534383698367e-05, + 2.2508029360324144e-05, + 2.248877899546642e-05, + 2.24695322685875e-05, + 2.245049472548999e-05, + 2.2431418983615004e-05, + 2.2412481484934688e-05, + 2.239372224721592e-05, + 2.237485932710115e-05, + 2.23558017751202e-05, + 2.2336702386382967e-05, + 2.2317775801639073e-05, + 2.229859819635749e-05, + 2.227948061772622e-05, + 2.226040123787243e-05, + 2.224136915174313e-05, + 2.2222237021196634e-05, + 2.220299211330712e-05, + 2.2183670807862654e-05, + 2.2164398615132086e-05, + 2.2145206457935274e-05, + 2.2125876057543792e-05, + 2.210679667769e-05, + 2.208751902799122e-05, + 2.2068448743084446e-05, + 2.204944939876441e-05, + 2.2030533727956936e-05, + 2.20117399294395e-05, + 2.199303708039224e-05, + 2.1974359697196633e-05, + 2.195563865825534e-05, + 2.193697218899615e-05, + 2.1918434867984615e-05, + 2.189996484958101e-05, + 2.1881549400859512e-05, + 2.1863135771127418e-05, + 2.184482400480192e-05, + 2.1826583179063164e-05, + 2.1808351448271424e-05, + 2.179018520109821e-05, + 2.177203532482963e-05, + 2.175389636249747e-05, + 2.173545362893492e-05, + 2.171700180042535e-05, + 2.1698695491068065e-05, + 2.1680227291653864e-05, + 2.1661682694684714e-05, + 2.1643256332026795e-05, + 2.1625100998790003e-05, + 2.1607105736620724e-05, + 2.158912866434548e-05, + 2.1571157049038447e-05, + 2.155326001229696e-05, + 2.1535302948905155e-05, + 2.151761327695567e-05, + 2.149990359612275e-05, + 2.1482412194018252e-05, + 2.1464944438776e-05, + 2.1447680410346948e-05, + 2.143044548574835e-05, + 2.1413345166365616e-05, + 2.1396093870862387e-05, + 2.1378755263867788e-05, + 2.1361505787353963e-05, + 2.1344279957702383e-05, + 2.1327050490071997e-05, + 2.130992834281642e-05, + 2.1292864403221756e-05, + 2.1275762264849618e-05, + 2.1258709239191376e-05 + ], + [ + 0.0078125, + 0.007200122345238924, + 0.00913669541478157, + 0.016748487949371338, + -0.0212984811514616, + -0.0053594172932207584, + -0.002523923758417368, + -0.0014712036354467273, + -0.0009272814495489001, + -0.0005997306434437633, + -0.00039285377715714276, + -0.00025010440731421113, + -0.00015163245552685112, + -8.048213203437626e-05, + -2.5179344447678886e-05, + 1.8709122741711326e-05, + 5.3480081987800077e-05, + 8.09031625976786e-05, + 0.0001020052659441717, + 0.00011869821173604578, + 0.00013183167902752757, + 0.0001423654321115464, + 0.00015062808233778924, + 0.00015716321649961174, + 0.0001623083371669054, + 0.00016644265269860625, + 0.00016965708346106112, + 0.00017223482427652925, + 0.0001742068270687014, + 0.00017570485942997038, + 0.0001768653601175174, + 0.00017770864360500127, + 0.0001783046027412638, + 0.00017867336282506585, + 0.00017885507259052247, + 0.0001788449299056083, + 0.00017865674453787506, + 0.00017828999261837453, + 0.0001777625293470919, + 0.00017709123494569212, + 0.00017630432557780296, + 0.00017544126603752375, + 0.0001745416084304452, + 0.00017356398166157305, + 0.0001725754700601101, + 0.0001715380494715646, + 0.00017043457773979753, + 0.00016931223217397928, + 0.00016814228729344904, + 0.0001669384801061824, + 0.00016571175365243107, + 0.00016444250650238246, + 0.00016313888772856444, + 0.0001617627713130787, + 0.00016037658497225493, + 0.0001589115709066391, + 0.00015744558186270297, + 0.0001559408410685137, + 0.00015441281720995903, + 0.00015291252930182964, + 0.0001513844617875293, + 0.00014988567272666842, + 0.00014838551578577608, + 0.0001468993432354182, + 0.00014543936413247138, + 0.00014401467342395335, + 0.00014262321928981692, + 0.000141212745802477, + 0.0001398621388943866, + 0.00013854014105163515, + 0.00013723586744163185, + 0.00013597472570836544, + 0.0001347352663287893, + 0.00013351590314414352, + 0.00013232392666395754, + 0.0001311624946538359, + 0.00013005051005166024, + 0.00012896703265141696, + 0.0001279123971471563, + 0.00012686515401583165, + 0.00012584528303705156, + 0.00012484598846640438, + 0.00012385293666739017, + 0.00012289555161260068, + 0.0001219730984303169, + 0.00012107055226806551, + 0.00012020742724416777, + 0.00011937655654037371, + 0.0001185581277240999, + 0.00011774926679208875, + 0.00011696742876665667, + 0.00011620031000347808, + 0.00011544495646376163, + 0.00011470297613414004, + 0.00011397770867915824, + 0.00011326563253533095, + 0.00011257348523940891, + 0.00011188399366801605, + 0.00011120882845716551, + 0.00011053382331738248, + 0.00010987247515004128, + 0.0001092063685064204, + 0.00010855004074983299, + 0.00010791107342811301, + 0.0001072619270416908, + 0.00010663281864253804, + 0.00010601882968330756, + 0.00010541226220084354, + 0.0001048134799930267, + 0.00010421736078569666, + 0.00010362912871642038, + 0.0001030539206112735, + 0.00010248641774524003, + 0.00010191531328018755, + 0.00010134572221431881, + 0.00010078431660076603, + 0.0001002252975013107, + 9.96847593341954e-05, + 9.915128612192348e-05, + 9.863017476163805e-05, + 9.810543997446075e-05, + 9.7585805633571e-05, + 9.70738401520066e-05, + 9.656650945544243e-05, + 9.606064122635871e-05, + 9.554783900966868e-05, + 9.504918853053823e-05, + 9.454923565499485e-05, + 9.40480749704875e-05, + 9.35581701924093e-05, + 9.307222353527322e-05, + 9.258501086151227e-05, + 9.209201380144805e-05, + 9.160207264358178e-05, + 9.112222323892638e-05, + 9.06523855519481e-05, + 9.019435674417764e-05, + 8.973912190413103e-05, + 8.928854367695749e-05, + 8.884253475116566e-05, + 8.840099326334894e-05, + 8.797040209174156e-05, + 8.754682494327426e-05, + 8.712846465641633e-05, + 8.671878458699211e-05, + 8.631194214103743e-05, + 8.59072242747061e-05, + 8.550512575311586e-05, + 8.509887993568555e-05, + 8.468376472592354e-05, + 8.42702211230062e-05, + 8.385802357224748e-05, + 8.3455081039574e-05, + 8.305592928081751e-05, + 8.266380609711632e-05, + 8.226923819165677e-05, + 8.187611820176244e-05, + 8.148235792759806e-05, + 8.109080226859078e-05, + 8.070794137893245e-05, + 8.033347694436088e-05, + 7.996317435754463e-05, + 7.959880895214155e-05, + 7.92417413322255e-05, + 7.888713298598304e-05, + 7.85393567639403e-05, + 7.818725862307474e-05, + 7.78388639446348e-05, + 7.749407086521387e-05, + 7.71589984651655e-05, + 7.682674913667142e-05, + 7.649826147826388e-05, + 7.61708288337104e-05, + 7.58458481868729e-05, + 7.552315219072625e-05, + 7.520856888731942e-05, + 7.489697600249201e-05, + 7.45882498449646e-05, + 7.428183744195849e-05, + 7.397671288345009e-05, + 7.367604121100157e-05, + 7.337743591051549e-05, + 7.307979831239209e-05, + 7.278167322510853e-05, + 7.24888377590105e-05, + 7.220378756755963e-05, + 7.19241943443194e-05, + 7.164687849581242e-05, + 7.137290958780795e-05, + 7.109888247214258e-05, + 7.082630327204242e-05, + 7.056001049932092e-05, + 7.029924017842859e-05, + 7.004206418059766e-05, + 6.979009776841849e-05, + 6.954222044441849e-05, + 6.929683877388015e-05, + 6.905660120537505e-05, + 6.881607987452298e-05, + 6.857715925434604e-05, + 6.834001396782696e-05, + 6.810615013819188e-05, + 6.787279562558979e-05, + 6.763979763491079e-05, + 6.74094189889729e-05, + 6.717940414091572e-05, + 6.695160118397325e-05, + 6.672758900094777e-05, + 6.65061961626634e-05, + 6.628531991736963e-05, + 6.606760871363804e-05, + 6.585258961422369e-05, + 6.563612259924412e-05, + 6.542105984408408e-05, + 6.520661554532126e-05, + 6.499314622487873e-05, + 6.477992428699508e-05, + 6.457029667217284e-05, + 6.436438707169145e-05, + 6.415820826077834e-05, + 6.395364471245557e-05, + 6.37509292573668e-05, + 6.35461910860613e-05, + 6.33418167126365e-05, + 6.313663470791653e-05, + 6.293343176366761e-05, + 6.27322297077626e-05, + 6.253437459236011e-05, + 6.23405139776878e-05, + 6.215103348949924e-05, + 6.19637212366797e-05, + 6.177612522151321e-05, + 6.158826727187261e-05, + 6.140130426501855e-05, + 6.121687329141423e-05, + 6.1034232203383e-05, + 6.085141285439022e-05, + 6.067130743758753e-05, + 6.0491769545478746e-05, + 6.0313093854347244e-05, + 6.0133665101602674e-05, + 5.9954134485451505e-05, + 5.9775204135803506e-05, + 5.959502959740348e-05, + 5.941353811067529e-05, + 5.9232552303001285e-05, + 5.9053010772913694e-05, + 5.8875943068414927e-05, + 5.86993592150975e-05, + 5.852457616128959e-05, + 5.834902549395338e-05, + 5.817531928187236e-05, + 5.8002828154712915e-05, + 5.783218875876628e-05, + 5.766425601905212e-05, + 5.749829870183021e-05, + 5.7333611039211974e-05, + 5.716844680137001e-05, + 5.7006196584552526e-05, + 5.684353891410865e-05, + 5.668256926583126e-05, + 5.65235095564276e-05, + 5.636446803691797e-05, + 5.620554293273017e-05, + 5.604785110335797e-05, + 5.589093052549288e-05, + 5.573561793426052e-05, + 5.5580821936018765e-05, + 5.542659346247092e-05, + 5.527404209715314e-05, + 5.5121865443652496e-05, + 5.497390156961046e-05, + 5.482601045514457e-05, + 5.468036761158146e-05, + 5.453566700452939e-05, + 5.439162123366259e-05, + 5.424792834674008e-05, + 5.410518861026503e-05, + 5.396362394094467e-05, + 5.382312156143598e-05, + 5.3682302677771077e-05, + 5.354200766305439e-05, + 5.3402502089738846e-05, + 5.326358223101124e-05, + 5.312304347171448e-05, + 5.2983024943387136e-05, + 5.284453436615877e-05, + 5.270581095828675e-05, + 5.2568928367691115e-05, + 5.2434581448324025e-05, + 5.230314491200261e-05, + 5.217322541284375e-05, + 5.2046289056306705e-05, + 5.192007665755227e-05, + 5.179647996556014e-05, + 5.16750878887251e-05, + 5.155490725883283e-05, + 5.143534508533776e-05, + 5.1316877943463624e-05, + 5.11986727360636e-05, + 5.108086406835355e-05, + 5.0964084948645905e-05, + 5.084725489723496e-05, + 5.073038846603595e-05, + 5.061428964836523e-05, + 5.049809624324553e-05, + 5.0381466280668974e-05, + 5.026466533308849e-05, + 5.014851922169328e-05, + 5.0032300350721925e-05, + 4.991776222595945e-05, + 4.9804635636974126e-05, + 4.96916618430987e-05, + 4.957951750839129e-05, + 4.946785338688642e-05, + 4.935710603604093e-05, + 4.92466933792457e-05, + 4.9135756853502244e-05, + 4.902521686744876e-05, + 4.891469870926812e-05, + 4.880435153609142e-05, + 4.8695386794861406e-05, + 4.8584734031464905e-05, + 4.847596210311167e-05, + 4.8367877752752975e-05, + 4.826012809644453e-05, + 4.8152745875995606e-05, + 4.804582567885518e-05, + 4.793900370714255e-05, + 4.7834080760367215e-05, + 4.772734973812476e-05, + 4.7620513214496896e-05, + 4.7513211029581726e-05, + 4.740698932437226e-05, + 4.73009240522515e-05, + 4.7195400838973e-05, + 4.709056520368904e-05, + 4.698516568168998e-05, + 4.6879118599463254e-05, + 4.677279503084719e-05, + 4.6667428250657395e-05, + 4.6563029172830284e-05, + 4.6457527787424624e-05, + 4.6353612560778856e-05, + 4.6250890591181815e-05, + 4.6151180868037045e-05, + 4.605185677064583e-05, + 4.595265272655524e-05, + 4.585348142427392e-05, + 4.575521234073676e-05, + 4.5657561713596806e-05, + 4.556226122076623e-05, + 4.546681884676218e-05, + 4.537212225841358e-05, + 4.527669079834595e-05, + 4.518130299402401e-05, + 4.508658457780257e-05, + 4.499084025155753e-05, + 4.4894062739331275e-05, + 4.479869676288217e-05, + 4.4705964683089405e-05, + 4.46154190285597e-05, + 4.452602661331184e-05, + 4.44360266556032e-05, + 4.434709626366384e-05, + 4.4259242713451385e-05, + 4.4171818444738165e-05, + 4.408431050251238e-05, + 4.399678437039256e-05, + 4.3911804823437706e-05, + 4.382682527648285e-05, + 4.3742445996031165e-05, + 4.365958375274204e-05, + 4.357677244115621e-05, + 4.349135997472331e-05, + 4.340675150160678e-05, + 4.332215030444786e-05, + 4.323787652538158e-05, + 4.315414480515756e-05, + 4.3069572711829096e-05, + 4.2985400796169415e-05, + 4.2903953726636246e-05, + 4.282474037609063e-05, + 4.2746880353661254e-05, + 4.2669485992519185e-05, + 4.259186971466988e-05, + 4.251629070495255e-05, + 4.2441770347068086e-05, + 4.236842505633831e-05, + 4.2294541344745085e-05, + 4.2222363845212385e-05, + 4.2150724766543135e-05, + 4.2080413550138474e-05, + 4.200971307000145e-05, + 4.193854329059832e-05, + 4.186475416645408e-05, + 4.1790579416556284e-05, + 4.171624095761217e-05, + 4.164299389231019e-05, + 4.157003422733396e-05, + 4.1496579797239974e-05, + 4.142337274970487e-05, + 4.134945265832357e-05, + 4.12751869589556e-05, + 4.120224912185222e-05, + 4.112853639526293e-05, + 4.105556581635028e-05, + 4.0983584767673165e-05, + 4.0913084376370534e-05, + 4.0843231545295566e-05, + 4.077489938936196e-05, + 4.0706145227886736e-05, + 4.063755113747902e-05, + 4.056881516589783e-05, + 4.0501174225937575e-05, + 4.0433638787362725e-05, + 4.0366114262724295e-05, + 4.029705451102927e-05, + 4.0227863792097196e-05, + 4.015908416477032e-05, + 4.0090715629048645e-05, + 4.002078276243992e-05, + 3.995071892859414e-05, + 3.988019307143986e-05, + 3.980899418820627e-05, + 3.973838465753943e-05, + 3.966840449720621e-05, + 3.959839523304254e-05, + 3.9528687921119854e-05, + 3.945956632378511e-05, + 3.939154339605011e-05, + 3.932406616513617e-05, + 3.925623605027795e-05, + 3.918937363778241e-05, + 3.912372631020844e-05, + 3.9059323171386495e-05, + 3.8995229260763153e-05, + 3.893079701811075e-05, + 3.886666308972053e-05, + 3.88027292501647e-05, + 3.873892637784593e-05, + 3.8674497773172334e-05, + 3.861059303744696e-05, + 3.854678652714938e-05, + 3.8482306990772486e-05, + 3.841867146547884e-05, + 3.8355105061782524e-05, + 3.829164779745042e-05, + 3.822847065748647e-05, + 3.816522075794637e-05, + 3.8102210965007544e-05, + 3.804004882113077e-05, + 3.7977108149789274e-05, + 3.791451672441326e-05, + 3.785326407523826e-05, + 3.779258258873597e-05, + 3.77330397896003e-05, + 3.767354428418912e-05, + 3.7614732718793675e-05, + 3.7555979361059144e-05, + 3.7496847653528675e-05, + 3.743803608813323e-05, + 3.73786679119803e-05, + 3.7319696275517344e-05, + 3.72613976651337e-05, + 3.7202997191343457e-05, + 3.7144967791391537e-05, + 3.7086778320372105e-05, + 3.702776666614227e-05, + 3.696857675095089e-05, + 3.69079461961519e-05, + 3.684771218104288e-05, + 3.67883185390383e-05, + 3.672905222629197e-05, + 3.667022247100249e-05, + 3.661155642475933e-05, + 3.6552894016494974e-05, + 3.649452264653519e-05, + 3.643605305114761e-05, + 3.637810732470825e-05, + 3.632033258327283e-05, + 3.626290344982408e-05, + 3.620596544351429e-05, + 3.614907109295018e-05, + 3.609378472901881e-05, + 3.6038447433384135e-05, + 3.598323746700771e-05, + 3.592827852116898e-05, + 3.587229366530664e-05, + 3.581653436413035e-05, + 3.576134622562677e-05, + 3.5705881600733846e-05, + 3.5650980862556025e-05, + 3.559620745363645e-05, + 3.5542441764846444e-05, + 3.5489341826178133e-05, + 3.543577258824371e-05, + 3.538175587891601e-05, + 3.532800838002004e-05, + 3.527460648911074e-05, + 3.5221710277255625e-05, + 3.5169785405742005e-05, + 3.511830800562166e-05, + 3.506668872432783e-05, + 3.501556420815177e-05, + 3.496472709230147e-05, + 3.491433017188683e-05, + 3.4864289773395285e-05, + 3.481391831883229e-05, + 3.476444908301346e-05, + 3.4715245419647545e-05, + 3.4666285500861704e-05, + 3.4617325582075864e-05, + 3.456806007307023e-05, + 3.4518827305873856e-05, + 3.446997288847342e-05, + 3.442176239332184e-05, + 3.437300256337039e-05, + 3.432402081671171e-05, + 3.427493356866762e-05, + 3.422527515795082e-05, + 3.417554762563668e-05, + 3.412652949918993e-05, + 3.407790791243315e-05, + 3.403022128622979e-05, + 3.398245098651387e-05, + 3.3934782550204545e-05, + 3.388736513443291e-05, + 3.383945659152232e-05, + 3.379146073712036e-05, + 3.3744920074241236e-05, + 3.369921614648774e-05, + 3.365355223650113e-05, + 3.360857954248786e-05, + 3.35641234414652e-05, + 3.351965642650612e-05, + 3.3475451346021146e-05, + 3.343049684190191e-05, + 3.3385564165655524e-05, + 3.334132270538248e-05, + 3.3297161280643195e-05, + 3.325287252664566e-05, + 3.320866380818188e-05, + 3.3164440537802875e-05, + 3.311994078103453e-05, + 3.307558654341847e-05, + 3.3031596103683114e-05, + 3.2987849408527836e-05, + 3.294326234026812e-05, + 3.28995447489433e-05, + 3.28561472997535e-05, + 3.281347744632512e-05, + 3.277067298768088e-05, + 3.2728716178098693e-05, + 3.268683940405026e-05, + 3.264477345510386e-05, + 3.2603613362880424e-05, + 3.256228592363186e-05, + 3.2520427339477465e-05, + 3.247860513511114e-05, + 3.2436655601486564e-05, + 3.2395248126704246e-05, + 3.2352469133911654e-05, + 3.2309213565895334e-05, + 3.226597254979424e-05, + 3.222264422220178e-05, + 3.217909761588089e-05, + 3.213646050426178e-05, + 3.209387432434596e-05, + 3.2051415473688394e-05, + 3.200843639206141e-05, + 3.1966166716301814e-05, + 3.192418807884678e-05, + 3.188256960129365e-05, + 3.184167144354433e-05, + 3.180076237185858e-05, + 3.1760566344019026e-05, + 3.1720777769805863e-05, + 3.168111288687214e-05, + 3.16412842948921e-05, + 3.160123742418364e-05, + 3.156123057124205e-05, + 3.152177669107914e-05, + 3.148267569486052e-05, + 3.1443451007362455e-05, + 3.1404761102749035e-05, + 3.136595478281379e-05, + 3.1326853786595166e-05, + 3.128837124677375e-05, + 3.125042712781578e-05, + 3.121259214822203e-05, + 3.117500455118716e-05, + 3.1137180485529825e-05, + 3.109982571913861e-05, + 3.106318763457239e-05, + 3.10265168081969e-05, + 3.099028981523588e-05, + 3.09538772853557e-05, + 3.0916635296307504e-05, + 3.0879094992997125e-05, + 3.084224590566009e-05, + 3.080536043853499e-05, + 3.076787470490672e-05, + 3.073080733884126e-05, + 3.069396916544065e-05, + 3.065807686652988e-05, + 3.0621715268353e-05, + 3.0585233616875485e-05, + 3.0548970244126394e-05, + 3.0512752346112393e-05, + 3.0477327527478337e-05, + 3.0442186471191235e-05, + 3.040804404008668e-05, + 3.0373457775567658e-05, + 3.0339331715367734e-05, + 3.0305534892249852e-05, + 3.0271754440036602e-05, + 3.0237421015044674e-05, + 3.0203065762179904e-05, + 3.0169409001246095e-05, + 3.0135848646750674e-05, + 3.01022100757109e-05, + 3.0067532861721702e-05, + 3.00326992146438e-05, + 2.999874959641602e-05, + 2.9964905479573645e-05, + 2.9931183235021308e-05, + 2.9896831620135345e-05, + 2.986215076816734e-05, + 2.9827449907315895e-05, + 2.979290184157435e-05, + 2.9757991796941496e-05, + 2.9722865292569622e-05, + 2.9687551432289183e-05, + 2.9651988370460458e-05, + 2.961693644465413e-05, + 2.9581660783151165e-05, + 2.9545690267696045e-05, + 2.9509714295272715e-05, + 2.947419125121087e-05, + 2.9438890123856254e-05, + 2.9403961889329366e-05, + 2.9368935429374687e-05, + 2.933358700829558e-05, + 2.929903712356463e-05, + 2.926455272245221e-05, + 2.9230201107566245e-05, + 2.919675716839265e-05, + 2.9163813451305032e-05, + 2.913105345214717e-05, + 2.909849899879191e-05, + 2.9065824492136016e-05, + 2.903280437749345e-05, + 2.8999769710935652e-05, + 2.8966938771191053e-05, + 2.8934391593793407e-05, + 2.890204450523015e-05, + 2.88691862806445e-05, + 2.8836922865593806e-05, + 2.8805230613215826e-05, + 2.8773152735084295e-05, + 2.874067831726279e-05, + 2.8708103855024092e-05, + 2.8675711291725747e-05, + 2.8643227778957225e-05, + 2.861078428395558e-05, + 2.8578748242580332e-05, + 2.8547010515467264e-05, + 2.8515369194792584e-05, + 2.8483947971835732e-05, + 2.8452968763303943e-05, + 2.8422437026165426e-05, + 2.8391712476150133e-05, + 2.8361186195979826e-05, + 2.8330827262834646e-05, + 2.830047560564708e-05, + 2.827042044373229e-05, + 2.824043986038305e-05, + 2.8210570235387422e-05, + 2.8180280423839577e-05, + 2.8149792342446744e-05, + 2.8119044145569205e-05, + 2.808809222187847e-05, + 2.8057023882865906e-05, + 2.8026070140185766e-05, + 2.7994634365313686e-05, + 2.7963336833636276e-05, + 2.7932530429097824e-05, + 2.790182043099776e-05, + 2.7871896236320026e-05, + 2.784228854579851e-05, + 2.7813290216727182e-05, + 2.7784475605585612e-05, + 2.7756412237067707e-05, + 2.7728241548174992e-05, + 2.7700643840944394e-05, + 2.767307341855485e-05, + 2.7645943191600963e-05, + 2.761935866146814e-05, + 2.7592510377871804e-05, + 2.756546928139869e-05, + 2.753840271907393e-05, + 2.7510341169545427e-05, + 2.7482614314067177e-05, + 2.7454374503577128e-05, + 2.742643300734926e-05, + 2.739840783760883e-05, + 2.7370719180908054e-05, + 2.7342955945641734e-05, + 2.7315076295053586e-05, + 2.728670915530529e-05, + 2.7258070986135863e-05, + 2.7229119950789027e-05, + 2.719988151511643e-05, + 2.717055940593127e-05, + 2.7140868041897193e-05, + 2.711120578169357e-05, + 2.708133979467675e-05, + 2.7051917641074397e-05, + 2.7022415451938286e-05, + 2.699275137274526e-05, + 2.696279807423707e-05, + 2.6933063054457307e-05, + 2.69038191618165e-05, + 2.6875559342443012e-05, + 2.6847264962270856e-05, + 2.6818861442734487e-05, + 2.6790932679432444e-05, + 2.6762698325910605e-05, + 2.6734602215583436e-05, + 2.6706531571107917e-05, + 2.6678239009925164e-05, + 2.6649897336028516e-05, + 2.662196675373707e-05, + 2.6593919756123796e-05, + 2.6565883672446944e-05, + 2.6537552912486717e-05, + 2.6509393137530424e-05, + 2.648110421432648e-05, + 2.6452975362190045e-05, + 2.6425206669955514e-05, + 2.639796548464801e-05, + 2.637138095451519e-05, + 2.634484008012805e-05, + 2.631864663271699e-05, + 2.629309346957598e-05, + 2.6267576686223038e-05, + 2.6242187232128344e-05, + 2.6217005142825656e-05, + 2.619246515678242e-05, + 2.6167592295678332e-05, + 2.614234108477831e-05, + 2.611696436360944e-05, + 2.609132025099825e-05, + 2.6065343263326213e-05, + 2.603930261102505e-05, + 2.601327287266031e-05, + 2.5987057597376406e-05, + 2.5960791390389204e-05, + 2.5934155928553082e-05, + 2.5907276722136885e-05, + 2.5880375687847845e-05, + 2.5853321858448908e-05, + 2.5826340788626112e-05, + 2.5799177819862962e-05, + 2.577192753960844e-05, + 2.5745017410372384e-05, + 2.571824188635219e-05, + 2.5691493647173047e-05, + 2.566478906373959e-05, + 2.5638284569140524e-05, + 2.561173459980637e-05, + 2.5585184630472213e-05, + 2.5558920242474414e-05, + 2.5532639483571984e-05, + 2.5506236852379516e-05, + 2.548039446992334e-05, + 2.5454792194068432e-05, + 2.542977745179087e-05, + 2.5404920961591415e-05, + 2.5380013539688662e-05, + 2.5355397156090476e-05, + 2.5331002689199522e-05, + 2.5306770112365484e-05, + 2.528303230064921e-05, + 2.5259099857066758e-05, + 2.5235418434021994e-05, + 2.5211995307472534e-05, + 2.5189019652316347e-05, + 2.5166369596263394e-05, + 2.514375591999851e-05, + 2.512104038032703e-05, + 2.5099025151575916e-05, + 2.507699900888838e-05, + 2.505479278624989e-05, + 2.5032428311533295e-05, + 2.501008566468954e-05, + 2.4987948563648388e-05, + 2.4965898774098605e-05, + 2.494387445040047e-05, + 2.4921580916270614e-05, + 2.489943290129304e-05, + 2.4876706447685137e-05, + 2.4853994545992464e-05, + 2.4831162590999156e-05, + 2.480809052940458e-05, + 2.4785496862023138e-05, + 2.4762661269051023e-05, + 2.473988388373982e-05, + 2.471697371220216e-05, + 2.469413993821945e-05, + 2.4671569917700253e-05, + 2.4648768885526806e-05, + 2.46261424763361e-05, + 2.460358700773213e-05, + 2.45810006163083e-05, + 2.455850517435465e-05, + 2.4536155251553282e-05, + 2.451352156640496e-05, + 2.4490829673595726e-05, + 2.446820872137323e-05, + 2.444564233883284e-05, + 2.442309050820768e-05, + 2.440076059428975e-05, + 2.4378043235628866e-05, + 2.435536589473486e-05, + 2.4332746761501767e-05, + 2.430991480650846e-05, + 2.4287124688271433e-05, + 2.4264090825454332e-05, + 2.424118429189548e-05, + 2.4218184989877045e-05, + 2.419508200546261e-05, + 2.4172113626264036e-05, + 2.414919617876876e-05, + 2.4126104108290747e-05, + 2.4102766474243253e-05, + 2.4079492504824884e-05, + 2.405633858870715e-05, + 2.4033011868596077e-05, + 2.4009787011891603e-05, + 2.398636206635274e-05, + 2.396290801698342e-05, + 2.3939724997035228e-05, + 2.3916336431284435e-05, + 2.3893097022664733e-05, + 2.3869850338087417e-05, + 2.3846610929467715e-05, + 2.382347702223342e-05, + 2.3800455892342143e-05, + 2.377752934989985e-05, + 2.3754691937938333e-05, + 2.3732307454338297e-05, + 2.37098920479184e-05, + 2.3687491193413734e-05, + 2.366526678088121e-05, + 2.364306419622153e-05, + 2.3621063519385643e-05, + 2.3599232008564286e-05, + 2.357803714403417e-05, + 2.3557002350571565e-05, + 2.3535636501037516e-05, + 2.3514419808634557e-05, + 2.3493448679801077e-05, + 2.347234112676233e-05, + 2.345118082303088e-05, + 2.3429876819136553e-05, + 2.3408820197801106e-05, + 2.3387654437101446e-05, + 2.336674151592888e-05, + 2.3345741283264942e-05, + 2.33245846175123e-05, + 2.330350980628282e-05, + 2.328225309611298e-05, + 2.3260723537532613e-05, + 2.32394286285853e-05, + 2.3217749912873842e-05, + 2.3196471374831162e-05, + 2.31753037951421e-05, + 2.3154198061092757e-05, + 2.3133026843424886e-05, + 2.311195567017421e-05, + 2.3091146431397647e-05, + 2.3070062525221147e-05, + 2.3048860384733416e-05, + 2.3027863790048286e-05, + 2.3006647097645327e-05, + 2.2985419491305947e-05, + 2.2964333766140044e-05, + 2.2943466319702566e-05, + 2.2922515199752524e-05, + 2.2901462216395885e-05, + 2.28806420636829e-05, + 2.2859809178044088e-05, + 2.2839027224108577e-05, + 2.2818097932031378e-05, + 2.2797539713792503e-05, + 2.27771215577377e-05, + 2.275696533615701e-05, + 2.273688187415246e-05, + 2.2717138563166372e-05, + 2.2697629901813343e-05, + 2.2678044842905365e-05, + 2.2658465240965597e-05, + 2.2639149392489344e-05, + 2.2619831725023687e-05, + 2.2600548618356697e-05, + 2.2581165467272513e-05, + 2.2561938749277033e-05, + 2.2542675651493482e-05, + 2.252345257147681e-05, + 2.2504274966195226e-05, + 2.248507007607259e-05, + 2.2465635993285105e-05, + 2.2446070943260565e-05, + 2.2426396753871813e-05, + 2.2406740754377097e-05, + 2.2386901036952622e-05, + 2.2367112251231447e-05, + 2.2347387130139396e-05, + 2.2327727492665872e-05, + 2.230825339211151e-05, + 2.2288906620815396e-05, + 2.2269674445851706e-05, + 2.225036223535426e-05, + 2.223121737188194e-05, + 2.2211865143617615e-05, + 2.219257839897182e-05, + 2.2173371689859778e-05, + 2.215411950601265e-05, + 2.213525840488728e-05, + 2.211631363024935e-05, + 2.2097736291470937e-05, + 2.207929537689779e-05, + 2.2060999981476925e-05, + 2.2042537239030935e-05, + 2.2023992642061785e-05, + 2.200543531216681e-05, + 2.1986903448123485e-05, + 2.1968568034935743e-05, + 2.1950241716695018e-05, + 2.1932017261860892e-05, + 2.1913801901973784e-05, + 2.189578299294226e-05, + 2.1878004190512e-05, + 2.1860219931113534e-05, + 2.184222830692306e-05, + 2.182395473937504e-05, + 2.180559931730386e-05, + 2.178714203182608e-05, + 2.1769052182207815e-05, + 2.1750916857854463e-05, + 2.173267785110511e-05, + 2.1714429749408737e-05, + 2.169629260606598e-05, + 2.1678082703147084e-05, + 2.16597782127792e-05, + 2.1641208149958402e-05, + 2.1622681742883287e-05, + 2.16041171370307e-05, + 2.158555253117811e-05, + 2.1567309886449948e-05, + 2.1549054508795962e-05, + 2.1530813683057204e-05, + 2.151235457859002e-05, + 2.1494124666787684e-05, + 2.1475980247487314e-05, + 2.1457999537233263e-05, + 2.144013524230104e-05, + 2.14224164665211e-05, + 2.1404661310953088e-05, + 2.138704621756915e-05, + 2.136947114195209e-05, + 2.135201430064626e-05, + 2.133450652763713e-05, + 2.1316927814041264e-05, + 2.1299332729540765e-05, + 2.1281850422383286e-05, + 2.1264324459480122e-05, + 2.12467184610432e-05, + 2.122919977409765e-05, + 2.121156830980908e-05, + 2.1193969587329775e-05, + 2.117639269272331e-05, + 2.115866845997516e-05, + 2.1141264369362034e-05, + 2.1123996702954173e-05, + 2.110678360622842e-05, + 2.1089550500619225e-05, + 2.1072415620437823e-05, + 2.1055479010101408e-05, + 2.1038522390881553e-05, + 2.1021623979322612e-05, + 2.100470919685904e-05, + 2.0988229152862914e-05, + 2.0971736375940964e-05, + 2.0955178115400486e-05, + 2.0938685338478535e-05, + 2.0922079784213565e-05, + 2.0905370547552593e-05 + ] + ], + "stabilities": [ + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9804761409759521, + 1.0, + 1.0, + 0.9685677886009216, + 0.9966999292373657, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9777194261550903, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9998335242271423, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9956458806991577, + 0.9978888630867004, + 0.9996976852416992, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995820164680481, + 0.9795179963111877, + 1.0, + 1.0, + 1.0, + 1.0, + 0.979148805141449, + 0.987744927406311, + 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, + 0.9895806908607483, + 1.0, + 1.0, + 1.0, + 0.9934335350990295, + 0.9855138063430786, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973737597465515, + 0.9902961850166321, + 0.9933525323867798, + 0.9992069602012634, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987964034080505, + 1.0, + 0.9953818917274475, + 1.0, + 0.9904721975326538, + 0.9963173866271973, + 0.9909498691558838, + 0.9983270764350891, + 0.9950636625289917, + 1.0, + 0.9942479729652405, + 0.9809750914573669, + 0.9904662370681763, + 0.9959991574287415, + 1.0, + 0.9889382123947144, + 0.9966278076171875, + 1.0, + 1.0, + 0.9873480200767517, + 1.0, + 1.0, + 0.9903689622879028, + 0.9974334239959717, + 0.9933190941810608, + 1.0, + 1.0, + 0.9898176789283752, + 1.0, + 1.0, + 0.9975847005844116, + 0.9907808303833008, + 1.0, + 1.0, + 0.9998623132705688, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9896441698074341, + 1.0, + 0.9959588050842285, + 0.9980387687683105, + 0.9963409304618835, + 1.0, + 1.0, + 0.9710624814033508, + 1.0, + 0.998074471950531, + 1.0, + 1.0, + 0.9929932951927185, + 1.0, + 1.0, + 1.0, + 0.9969555735588074, + 1.0, + 1.0, + 1.0, + 1.0, + 0.98894864320755, + 1.0, + 0.9849699139595032, + 1.0, + 1.0, + 1.0, + 0.9988605380058289, + 1.0, + 0.9931613206863403, + 1.0, + 1.0, + 0.9921311140060425, + 0.9711569547653198, + 1.0, + 0.9862884879112244, + 1.0, + 0.9735096096992493, + 0.994648277759552, + 0.9916907548904419, + 1.0, + 1.0, + 1.0, + 0.9877865314483643, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9950640797615051, + 0.9997318983078003, + 1.0, + 0.9874594211578369, + 0.9806994795799255, + 0.9923640489578247, + 0.9858400821685791, + 0.9835042953491211, + 0.9962159991264343, + 0.9910275936126709, + 1.0, + 1.0, + 0.9955496788024902, + 1.0, + 0.9971910715103149, + 1.0, + 0.9965093731880188, + 0.9927340745925903, + 0.9991934895515442, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970254898071289, + 0.9756271839141846, + 0.9966729879379272, + 1.0, + 1.0, + 0.9988842606544495, + 0.9839075803756714, + 0.9922839999198914, + 0.993116021156311, + 0.995450496673584, + 0.9878777861595154, + 0.9840160608291626, + 0.9957625269889832, + 1.0, + 1.0, + 1.0, + 0.9940688014030457, + 1.0, + 1.0, + 1.0, + 1.0, + 0.978524386882782, + 0.9949076175689697, + 1.0, + 1.0, + 0.9915496706962585, + 1.0, + 0.997553288936615, + 0.9973950982093811, + 0.9941856861114502, + 1.0, + 0.9899247884750366, + 1.0, + 0.9917432069778442, + 1.0, + 1.0, + 0.9927809834480286, + 0.9922250509262085, + 1.0, + 0.9985100626945496, + 0.9833252429962158, + 1.0, + 1.0, + 0.991402804851532, + 0.9864103198051453, + 0.9979068636894226, + 0.9846687912940979, + 1.0, + 0.9962103962898254, + 1.0, + 0.9994022846221924, + 0.9970483183860779, + 1.0, + 0.9937702417373657, + 0.999415934085846, + 1.0, + 0.999069333076477, + 1.0, + 1.0, + 1.0, + 0.9998376369476318, + 0.9948393702507019, + 1.0, + 0.9985798597335815, + 0.996795654296875, + 0.9906268119812012, + 1.0, + 1.0, + 0.991693913936615, + 0.9836885929107666, + 0.9926965832710266, + 1.0, + 0.9796415567398071, + 0.9999051094055176, + 1.0, + 0.991201639175415, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9987236261367798, + 0.9995973706245422, + 0.9967772960662842, + 1.0, + 0.9843562841415405, + 1.0, + 0.9869272708892822, + 0.998924195766449, + 0.983296811580658, + 1.0, + 0.9897028803825378, + 0.9959719777107239, + 0.9925460815429688, + 0.9963091015815735, + 0.998037576675415, + 1.0, + 0.9909120798110962, + 0.99236661195755, + 1.0, + 1.0, + 1.0, + 0.9972601532936096, + 1.0, + 0.9988346099853516, + 1.0, + 1.0, + 0.9957391619682312, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9947054386138916, + 1.0, + 1.0, + 0.9922056794166565, + 0.9951749444007874, + 0.99857097864151, + 1.0, + 1.0, + 0.9981643557548523, + 1.0, + 0.9894617199897766, + 0.9764314293861389, + 1.0, + 0.9825320839881897, + 0.9866795539855957, + 0.9993830919265747, + 1.0, + 1.0, + 1.0, + 0.9949080944061279, + 1.0, + 1.0, + 0.9832186102867126, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972813725471497, + 1.0, + 0.9863948225975037, + 0.9989268183708191, + 1.0, + 0.9893438220024109, + 1.0, + 1.0, + 0.9961937069892883, + 0.9788274168968201, + 0.9906530976295471, + 1.0, + 1.0, + 1.0, + 0.9893649220466614, + 0.9922066926956177, + 1.0, + 1.0, + 1.0, + 0.9844881892204285, + 0.9924613833427429, + 1.0, + 1.0, + 1.0, + 0.9997394680976868, + 0.9928255677223206, + 1.0, + 0.9977522492408752, + 1.0, + 1.0, + 1.0, + 0.9931191205978394, + 0.9982973337173462, + 1.0, + 1.0, + 0.9977272748947144, + 0.9973369240760803, + 0.9921069145202637, + 0.9804657697677612, + 1.0, + 0.9989005923271179, + 0.9712291359901428, + 0.9827890992164612, + 1.0, + 0.9914913177490234, + 1.0, + 1.0, + 1.0, + 0.9947111010551453, + 1.0, + 1.0, + 1.0, + 0.9826469421386719, + 0.9869458675384521, + 1.0, + 1.0, + 0.9861940145492554, + 0.9953275918960571, + 0.9977877736091614, + 0.9756290912628174, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9953910708427429, + 1.0, + 1.0, + 1.0, + 0.983873188495636, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.990135133266449, + 0.989076554775238, + 1.0, + 1.0, + 0.9885960221290588, + 1.0, + 0.9897645115852356, + 1.0, + 1.0, + 1.0, + 0.9969467520713806, + 0.9912013411521912, + 1.0, + 0.9954301118850708, + 1.0, + 0.9945315718650818, + 0.9720491766929626, + 1.0, + 0.9925596714019775, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9826925992965698, + 0.9803715348243713, + 1.0, + 0.9892025589942932, + 1.0, + 0.9920576214790344, + 1.0, + 1.0, + 0.9994848966598511, + 0.9881643652915955, + 1.0, + 0.9819393157958984, + 0.994145393371582, + 1.0, + 1.0, + 0.9871954321861267, + 0.9947323203086853, + 1.0, + 1.0, + 1.0, + 0.9761561155319214, + 1.0, + 1.0, + 1.0, + 0.9837139248847961, + 0.9949297308921814, + 0.9755598902702332, + 1.0, + 0.9976910352706909, + 0.9978815317153931, + 0.9943802952766418, + 0.99336177110672, + 0.9984287619590759, + 1.0, + 0.9842478632926941, + 1.0, + 0.9942837953567505, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9961734414100647, + 1.0, + 1.0, + 1.0, + 0.9963417649269104, + 0.9955403208732605, + 0.9973055124282837, + 0.9984127283096313, + 0.9899535775184631, + 1.0, + 0.9830606579780579, + 0.9900349974632263, + 1.0, + 1.0, + 0.9973651170730591, + 0.9909229278564453, + 0.9894384741783142, + 1.0, + 0.9996050596237183, + 1.0, + 1.0, + 1.0, + 0.9953540563583374, + 0.9945017099380493, + 0.9966927766799927, + 0.9965478777885437, + 0.9772642850875854, + 1.0, + 0.9953693151473999, + 1.0, + 1.0, + 0.997722864151001, + 1.0, + 0.9909311532974243, + 0.9936240315437317, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988184571266174, + 1.0, + 0.9888707399368286, + 0.9950771927833557, + 0.9804065227508545, + 0.9882811903953552, + 0.9991266131401062, + 1.0, + 1.0, + 0.9940497875213623, + 0.9994604587554932, + 0.9774103760719299, + 1.0, + 1.0, + 0.9937122464179993, + 1.0, + 0.9736605286598206, + 1.0, + 1.0, + 0.9962863922119141, + 0.9876486659049988, + 0.9857959151268005, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9968051910400391, + 1.0, + 0.998698353767395, + 1.0, + 1.0, + 0.9768282771110535, + 0.9923830032348633, + 0.9988023042678833, + 1.0, + 1.0, + 1.0, + 0.9859849214553833, + 1.0, + 0.9961960911750793, + 0.9933261275291443, + 0.9954414367675781, + 1.0, + 0.9990370869636536, + 1.0, + 1.0, + 1.0, + 1.0, + 0.98016357421875, + 0.9982610940933228, + 0.9861472845077515, + 1.0, + 0.9881138801574707, + 1.0, + 1.0, + 1.0, + 0.9977051019668579, + 0.9848651885986328, + 0.992045521736145, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957602620124817, + 0.9941924810409546, + 1.0, + 1.0, + 0.9935261011123657, + 0.9987098574638367, + 0.9990188479423523, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989983856678009, + 0.9990318417549133, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999200701713562, + 0.9936388731002808, + 0.9903166890144348, + 1.0, + 0.9853999614715576, + 1.0, + 1.0, + 0.9913077354431152, + 0.9857925176620483, + 0.9906035661697388, + 0.992489218711853, + 0.9814465045928955, + 0.992601215839386, + 0.9956881999969482, + 1.0, + 1.0, + 0.9823659062385559, + 1.0, + 0.981526255607605, + 0.9923851490020752, + 1.0, + 0.9980414509773254, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9984785318374634, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9936636090278625, + 1.0, + 1.0, + 0.9850360751152039, + 1.0, + 0.9984035491943359, + 0.9987078905105591, + 1.0, + 1.0, + 1.0, + 0.9981721043586731, + 0.9938215613365173, + 0.9830799102783203, + 1.0, + 1.0, + 1.0, + 0.9990498423576355, + 1.0, + 0.9875943064689636, + 0.9869496822357178, + 0.9934133291244507, + 0.9957625865936279, + 0.9946430921554565, + 0.9908559918403625, + 1.0, + 0.9938384890556335, + 1.0, + 0.9950284361839294, + 0.9934996962547302, + 1.0, + 0.992405354976654, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922332167625427, + 0.9900466799736023, + 0.9968873858451843, + 1.0, + 0.9979695677757263, + 1.0, + 0.9832343459129333, + 1.0, + 0.9996000528335571, + 0.9703794121742249, + 0.9986944794654846, + 1.0, + 0.9996748566627502, + 1.0, + 0.995048999786377, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.995749831199646, + 1.0, + 0.9942288994789124, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9918944835662842, + 0.9976364970207214, + 0.9734911322593689, + 1.0, + 0.9921368360519409, + 0.9962854981422424, + 0.9935234785079956, + 1.0, + 0.9880396723747253, + 1.0, + 0.9976441860198975, + 0.9953749775886536, + 0.9992309808731079, + 0.9988047480583191, + 0.9992458820343018, + 1.0, + 0.9776105880737305, + 0.9912649393081665, + 0.9927948117256165, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944381713867188, + 1.0, + 0.9924693703651428, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9868766665458679, + 1.0, + 0.9832913279533386, + 1.0, + 0.9999834895133972, + 0.9959468245506287, + 0.9999337792396545, + 1.0, + 0.9910994172096252, + 1.0, + 0.9972782135009766, + 0.9868637323379517, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9951127767562866, + 0.9896462559700012, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9973568320274353, + 0.9961109757423401, + 0.9994804263114929, + 1.0, + 0.9983309507369995, + 1.0, + 0.9787634015083313, + 1.0, + 0.9895329475402832, + 0.9931181073188782, + 0.970677375793457, + 1.0, + 0.9902923703193665, + 0.9840766787528992, + 0.9914881587028503, + 0.9998469948768616, + 0.9960724115371704, + 0.990219235420227, + 0.9940010905265808, + 1.0, + 0.9955500960350037, + 1.0, + 1.0, + 1.0, + 0.9897329807281494, + 0.9895585775375366, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9896968007087708, + 0.9966920614242554, + 1.0, + 0.9981563687324524, + 1.0, + 0.9970549941062927, + 1.0, + 0.9882279634475708, + 0.9992454051971436, + 0.9942001104354858, + 0.9868295788764954, + 0.9907804131507874, + 0.9952895045280457, + 0.9995682239532471, + 0.9994351863861084, + 0.9826124310493469, + 1.0, + 0.9923210740089417, + 0.9973530769348145, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955964684486389, + 1.0, + 1.0, + 0.9943907856941223, + 0.9967812299728394, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9942730665206909, + 1.0, + 0.9846674799919128, + 0.9912942051887512, + 0.990119993686676, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985636472702026, + 0.9955393075942993, + 1.0, + 1.0, + 1.0, + 0.9996137022972107, + 1.0, + 1.0, + 0.9937161803245544, + 1.0, + 0.9930039644241333, + 0.9997032284736633, + 0.9931556582450867, + 1.0, + 0.9860802292823792, + 0.9958203434944153, + 0.9942823648452759, + 1.0, + 0.9810357689857483, + 1.0, + 1.0, + 0.9993934631347656, + 1.0, + 1.0, + 1.0, + 0.9920085072517395, + 0.9887912273406982, + 0.9990114569664001, + 1.0, + 0.9972590804100037, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9972844123840332, + 1.0, + 1.0, + 1.0, + 0.9966222047805786, + 1.0, + 0.9991680383682251, + 0.9997329115867615, + 1.0, + 0.9946545958518982, + 0.9959655404090881, + 1.0, + 0.9742071032524109, + 1.0, + 0.9981140494346619, + 0.9957850575447083, + 0.9955401420593262, + 0.9979962110519409, + 1.0, + 0.9944102168083191, + 1.0, + 0.9973918795585632, + 1.0, + 0.9977295994758606, + 0.9826186895370483, + 1.0, + 1.0, + 1.0, + 0.9906455278396606, + 1.0, + 1.0, + 0.9988856315612793, + 1.0, + 0.9983689188957214, + 0.9958033561706543, + 0.9984076023101807, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9940247535705566, + 1.0, + 0.9987652897834778, + 0.9971790313720703, + 0.9822472929954529, + 0.9903564453125, + 1.0, + 1.0, + 0.9999036192893982, + 1.0, + 1.0, + 0.9997608065605164, + 0.9896790981292725, + 1.0, + 0.9994602799415588, + 0.9986022114753723, + 1.0, + 1.0, + 0.9874945878982544, + 1.0, + 0.983450710773468, + 0.9973254203796387, + 1.0, + 0.9880066514015198, + 1.0, + 0.9881685376167297, + 1.0, + 0.9960534572601318, + 0.9823631644248962, + 0.9901461005210876, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9809610843658447, + 1.0, + 1.0, + 0.9949660301208496, + 1.0, + 1.0, + 0.9993261098861694, + 1.0, + 0.9887619018554688, + 0.9987263679504395, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9954622387886047, + 0.9828169345855713, + 1.0, + 1.0, + 1.0, + 0.9979696273803711, + 0.9974492192268372, + 1.0, + 0.995202898979187, + 0.9927161931991577, + 0.992509663105011, + 1.0, + 0.9985820651054382, + 1.0, + 1.0, + 0.9888632297515869, + 0.9994949698448181, + 0.998407781124115, + 0.9950623512268066, + 1.0, + 1.0, + 0.9976158142089844, + 0.9880812168121338, + 0.9986112117767334, + 0.9780761003494263, + 0.9932258129119873, + 0.995351254940033, + 1.0, + 1.0, + 0.9875240325927734, + 0.9829171299934387, + 0.9901701807975769, + 0.9867022037506104, + 1.0, + 1.0, + 1.0, + 1.0 + ], + [ + 1.0, + 1.0, + 0.9695484638214111, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9985490441322327, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9894856810569763, + 0.9819409847259521, + 0.9885922074317932, + 1.0, + 1.0, + 0.9896488189697266, + 1.0, + 1.0, + 1.0, + 0.9980819225311279, + 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, + 0.9995263814926147, + 1.0, + 0.9915275573730469, + 0.9945530891418457, + 0.9996625185012817, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9970276355743408, + 0.9952941536903381, + 0.9950987100601196, + 0.9924873113632202, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9965907335281372, + 1.0, + 0.9983741641044617, + 1.0, + 1.0, + 0.9864166975021362, + 0.9962284564971924, + 0.9971827268600464, + 1.0, + 0.9904761910438538, + 0.9832284450531006, + 1.0, + 0.9948629140853882, + 1.0, + 0.9951401352882385, + 0.9953877925872803, + 1.0, + 0.9950857162475586, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9966415762901306, + 1.0, + 1.0, + 1.0, + 0.9963979125022888, + 0.98894202709198, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999241292476654, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981522560119629, + 0.9945030808448792, + 0.9956123232841492, + 0.9949634671211243, + 1.0, + 0.9917184710502625, + 1.0, + 1.0, + 1.0, + 0.9987478852272034, + 1.0, + 0.9984192848205566, + 1.0, + 0.9980311989784241, + 0.9935237169265747, + 1.0, + 1.0, + 1.0, + 0.9966080188751221, + 1.0, + 0.9831827282905579, + 0.989121675491333, + 0.9940195679664612, + 0.99901282787323, + 0.9959726929664612, + 1.0, + 0.9911586046218872, + 1.0, + 0.9988030195236206, + 0.9950752258300781, + 0.9975348114967346, + 0.9966608881950378, + 1.0, + 0.9939891695976257, + 1.0, + 1.0, + 1.0, + 0.9760258793830872, + 1.0, + 0.9955680966377258, + 0.9954910278320312, + 0.9827460646629333, + 1.0, + 1.0, + 0.992361843585968, + 0.9984801411628723, + 0.9981069564819336, + 0.9792937636375427, + 0.9961864352226257, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989420771598816, + 1.0, + 0.9994838237762451, + 1.0, + 0.988609790802002, + 0.998480498790741, + 0.9905414581298828, + 0.9911123514175415, + 0.9914055466651917, + 0.9850964546203613, + 0.9843285083770752, + 0.989447295665741, + 0.9921815395355225, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999619126319885, + 1.0, + 1.0, + 0.9993807077407837, + 1.0, + 0.9968936443328857, + 0.9841213226318359, + 1.0, + 0.9846659898757935, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9873741269111633, + 1.0, + 0.997678816318512, + 0.9942684769630432, + 1.0, + 0.9999620914459229, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9916843771934509, + 1.0, + 0.994953453540802, + 1.0, + 1.0, + 0.9846603274345398, + 1.0, + 0.9908398985862732, + 1.0, + 1.0, + 0.9985846877098083, + 0.9832791686058044, + 1.0, + 1.0, + 0.9930676817893982, + 0.9994257092475891, + 0.9853123426437378, + 1.0, + 1.0, + 1.0, + 0.9933881759643555, + 0.9952356219291687, + 0.9934736490249634, + 0.9822053909301758, + 1.0, + 1.0, + 0.9976874589920044, + 0.9939772486686707, + 1.0, + 0.996528685092926, + 1.0, + 1.0, + 0.993532121181488, + 1.0, + 1.0, + 1.0, + 0.9982337355613708, + 1.0, + 1.0, + 1.0, + 0.9958654642105103, + 1.0, + 0.9849191904067993, + 0.9972267746925354, + 1.0, + 1.0, + 1.0, + 0.9953761100769043, + 0.9966306090354919, + 1.0, + 0.9993796348571777, + 1.0, + 0.9985330104827881, + 0.9864676594734192, + 1.0, + 1.0, + 1.0, + 0.9992507100105286, + 0.9960553646087646, + 0.9985926151275635, + 0.9950835704803467, + 0.9945816993713379, + 1.0, + 0.9973752498626709, + 0.9964911341667175, + 0.9956316351890564, + 0.988288938999176, + 1.0, + 0.9939215779304504, + 0.9948447942733765, + 1.0, + 1.0, + 0.9937040209770203, + 0.995171844959259, + 0.9953356981277466, + 1.0, + 0.9977822303771973, + 0.9937935471534729, + 0.9922579526901245, + 0.9920760989189148, + 1.0, + 1.0, + 0.9874286651611328, + 0.9941293001174927, + 0.9933433532714844, + 1.0, + 1.0, + 0.9832601547241211, + 1.0, + 1.0, + 0.9836940169334412, + 1.0, + 1.0, + 1.0, + 0.9810337424278259, + 1.0, + 1.0, + 0.9910063743591309, + 0.9949562549591064, + 1.0, + 0.9954403042793274, + 1.0, + 1.0, + 0.9906622767448425, + 1.0, + 1.0, + 0.9993841648101807, + 0.9966548085212708, + 1.0, + 0.9977068305015564, + 0.9894095063209534, + 1.0, + 0.9987122416496277, + 0.9935002326965332, + 0.9826841354370117, + 0.9989145398139954, + 1.0, + 1.0, + 0.9773324728012085, + 1.0, + 0.9947300553321838, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9981160163879395, + 1.0, + 1.0, + 0.9962999820709229, + 0.9947373270988464, + 0.9990289211273193, + 1.0, + 0.9990326762199402, + 0.9959791898727417, + 1.0, + 0.9964792728424072, + 0.9921742081642151, + 0.9894167184829712, + 0.994163990020752, + 1.0, + 0.9817487001419067, + 0.9897828698158264, + 1.0, + 1.0, + 0.9990258812904358, + 0.9957403540611267, + 0.9957048892974854, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9920833706855774, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9934139847755432, + 0.9930437207221985, + 1.0, + 1.0, + 0.9982501268386841, + 1.0, + 0.9891135096549988, + 0.9906030893325806, + 0.9873793721199036, + 1.0, + 1.0, + 1.0, + 0.99703049659729, + 0.9949269890785217, + 1.0, + 0.9977571964263916, + 0.9932402968406677, + 0.998786449432373, + 0.9829239249229431, + 1.0, + 1.0, + 1.0, + 0.9948676824569702, + 1.0, + 0.997391939163208, + 0.9973360896110535, + 1.0, + 0.9954181909561157, + 1.0, + 1.0, + 0.9851704835891724, + 0.9984980821609497, + 0.9976857900619507, + 0.9990887641906738, + 0.978391706943512, + 0.9887793064117432, + 0.9843835830688477, + 0.9800957441329956, + 0.9892505407333374, + 1.0, + 1.0, + 0.9929481744766235, + 0.9865893125534058, + 1.0, + 0.9916015863418579, + 0.9863004088401794, + 1.0, + 1.0, + 0.9970762133598328, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9944961071014404, + 0.9991269707679749, + 0.9900755286216736, + 0.9951545000076294, + 1.0, + 0.9993155598640442, + 0.9894260764122009, + 1.0, + 0.9989771246910095, + 0.9822241067886353, + 0.9951636791229248, + 1.0, + 0.9999317526817322, + 1.0, + 0.9980767369270325, + 1.0, + 0.9955446720123291, + 1.0, + 0.9976924061775208, + 1.0, + 0.9897977709770203, + 1.0, + 1.0, + 0.992087721824646, + 1.0, + 0.9923356771469116, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9904507398605347, + 0.9986581206321716, + 1.0, + 0.9955635070800781, + 0.9936597347259521, + 1.0, + 1.0, + 0.9895926117897034, + 1.0, + 0.9981760382652283, + 1.0, + 1.0, + 0.9978678226470947, + 1.0, + 1.0, + 0.9960248470306396, + 0.9873831272125244, + 0.9987286329269409, + 1.0, + 1.0, + 0.998168408870697, + 1.0, + 0.9975131750106812, + 1.0, + 0.9756516814231873, + 0.9983516335487366, + 0.9770172238349915, + 0.9870384335517883, + 0.9822798371315002, + 0.9751451015472412, + 0.988167405128479, + 0.9839377403259277, + 0.9798702001571655, + 0.9884432554244995, + 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, + 0.9926818609237671, + 1.0, + 0.9959809184074402, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9844388961791992, + 1.0, + 0.9814275503158569, + 0.9885890483856201, + 1.0, + 1.0, + 1.0, + 0.991504430770874, + 1.0, + 0.9863978624343872, + 0.9937227964401245, + 0.9875534176826477, + 0.9968276023864746, + 1.0, + 1.0, + 0.9958677291870117, + 1.0, + 1.0, + 0.998420000076294, + 1.0, + 0.9843215346336365, + 1.0, + 0.9893366098403931, + 1.0, + 1.0, + 1.0, + 0.9943431615829468, + 0.996889591217041, + 1.0, + 1.0, + 0.9968038201332092, + 0.9858047366142273, + 0.9944755434989929, + 1.0, + 1.0, + 0.9922903776168823, + 1.0, + 0.9996129274368286, + 0.9963695406913757, + 1.0, + 0.9996454119682312, + 0.9945024847984314, + 0.9979898929595947, + 1.0, + 0.9985835552215576, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9986941814422607, + 1.0, + 0.9920668601989746, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9975432753562927, + 1.0, + 1.0, + 1.0, + 0.9976019859313965, + 0.9935437440872192, + 0.9961538314819336, + 1.0, + 1.0, + 0.9979627728462219, + 0.9977112412452698, + 1.0, + 1.0, + 1.0, + 0.9972078204154968, + 0.9963739514350891, + 0.9873316884040833, + 0.9760023951530457, + 0.9920962452888489, + 1.0, + 1.0, + 0.9779638051986694, + 0.9904844164848328, + 1.0, + 1.0, + 0.9850502014160156, + 0.9963469505310059, + 0.994133710861206, + 0.9969658255577087, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958536624908447, + 1.0, + 1.0, + 1.0, + 0.9983378648757935, + 1.0, + 1.0, + 1.0, + 0.9972241520881653, + 1.0, + 0.9970968961715698, + 1.0, + 0.9883453249931335, + 0.9759598970413208, + 0.9884007573127747, + 0.994996190071106, + 0.9970514178276062, + 0.9847697615623474, + 0.9846010208129883, + 1.0, + 0.9943462014198303, + 0.9985018372535706, + 1.0, + 0.9983091950416565, + 0.9895161390304565, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9943901896476746, + 1.0, + 1.0, + 0.9977912902832031, + 1.0, + 0.9986585974693298, + 0.9821773171424866, + 0.9855899214744568, + 1.0, + 0.9987765550613403, + 0.9948990941047668, + 1.0, + 0.9951301217079163, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.997984766960144, + 1.0, + 1.0, + 0.9960353970527649, + 1.0, + 1.0, + 0.995258629322052, + 1.0, + 1.0, + 0.9918855428695679, + 0.9992721080780029, + 1.0, + 0.9898895025253296, + 0.9960129261016846, + 1.0, + 0.9951173663139343, + 1.0, + 1.0, + 0.9993860721588135, + 0.9952277541160583, + 1.0, + 0.9905154705047607, + 0.9965528845787048, + 0.9908719658851624, + 0.9825292825698853, + 0.9905253648757935, + 1.0, + 0.9927006363868713, + 0.9887865781784058, + 0.9896227717399597, + 1.0, + 0.9963729977607727, + 1.0, + 0.9978501796722412, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9989897608757019, + 1.0, + 1.0, + 0.9880639910697937, + 0.9992712736129761, + 1.0, + 1.0, + 1.0, + 1.0, + 0.996397078037262, + 1.0, + 0.9867597818374634, + 1.0, + 0.9947465658187866, + 1.0, + 1.0, + 1.0, + 0.9887742400169373, + 1.0, + 0.9927849173545837, + 1.0, + 0.9982696771621704, + 1.0, + 0.9986229538917542, + 1.0, + 1.0, + 0.9998294115066528, + 0.9850174188613892, + 1.0, + 1.0, + 0.9968808889389038, + 0.9982232451438904, + 0.9946919679641724, + 0.9954870343208313, + 0.9929214715957642, + 0.9960269331932068, + 0.9945635795593262, + 1.0, + 0.9847275614738464, + 0.9941532611846924, + 1.0, + 1.0, + 0.9958430528640747, + 0.998389482498169, + 1.0, + 0.9934748411178589, + 0.9915837645530701, + 0.9834074378013611, + 0.9872905611991882, + 0.9920122027397156, + 1.0, + 0.9863806962966919, + 1.0, + 1.0, + 1.0, + 0.9953752160072327, + 0.9811719655990601, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9991973042488098, + 1.0, + 1.0, + 0.989798903465271, + 0.9972118139266968, + 0.9960057735443115, + 1.0, + 1.0, + 0.9901629686355591, + 0.9907796382904053, + 0.9954224228858948, + 0.9901962280273438, + 1.0, + 1.0, + 0.9905892014503479, + 0.9970322251319885, + 1.0, + 1.0, + 0.9979861378669739, + 1.0, + 0.9846013784408569, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.989267885684967, + 0.992590069770813, + 0.9972025156021118, + 0.999461829662323, + 0.9894908666610718, + 0.982353687286377, + 0.983211874961853, + 1.0, + 1.0, + 0.9971206188201904, + 0.9998008012771606, + 1.0, + 0.9919617176055908, + 1.0, + 0.9958648085594177, + 1.0, + 0.9818402528762817, + 0.9994825124740601, + 1.0, + 0.9904681444168091, + 1.0, + 0.9935171604156494, + 0.9971963763237, + 0.9745288491249084, + 0.9974241256713867, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995032548904419, + 1.0, + 0.9996073842048645, + 0.9979379177093506, + 1.0, + 1.0, + 0.9979645013809204, + 1.0, + 1.0, + 1.0, + 1.0, + 0.985816240310669, + 0.9939760565757751, + 0.9909173846244812, + 1.0, + 0.9892406463623047, + 1.0, + 1.0, + 1.0, + 0.9957508444786072, + 0.9965229630470276, + 0.9934340119361877, + 0.9992496967315674, + 0.9933056831359863, + 0.9990832209587097, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9957966208457947, + 0.999612033367157, + 1.0, + 0.9927515983581543, + 1.0, + 0.9911664724349976, + 1.0, + 0.9955624341964722, + 0.9997833371162415, + 0.9930029511451721, + 0.9915195107460022, + 0.9907865524291992, + 0.9890982508659363, + 1.0, + 0.9975677728652954, + 0.9944661259651184, + 0.9980483055114746, + 1.0, + 0.9748846888542175, + 0.9699822068214417, + 0.9870589971542358, + 0.9895835518836975, + 0.9779419302940369, + 1.0, + 1.0, + 1.0, + 0.982205867767334, + 0.996605396270752, + 1.0, + 0.9923890233039856, + 1.0, + 1.0, + 1.0, + 0.9989262819290161, + 1.0, + 1.0, + 0.9934359192848206, + 1.0, + 0.9954900145530701, + 1.0, + 0.9941444396972656, + 1.0, + 1.0, + 1.0, + 0.9935514330863953, + 1.0, + 1.0, + 1.0, + 0.9999521970748901, + 0.9967535138130188, + 1.0, + 0.9961811304092407, + 0.9972912073135376, + 1.0, + 1.0, + 1.0, + 0.998566210269928, + 1.0, + 0.9936221241950989, + 0.9962648749351501, + 0.9915722608566284, + 1.0, + 1.0, + 0.9898548126220703, + 1.0, + 0.9915931224822998, + 1.0, + 1.0, + 0.9994915127754211, + 0.9984420537948608, + 1.0, + 0.9938297271728516, + 1.0, + 1.0, + 0.9981699585914612, + 0.9925412535667419, + 0.9976950883865356, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9895610809326172, + 1.0, + 1.0, + 0.9898517727851868, + 1.0, + 0.9973411560058594, + 1.0, + 0.9889526963233948, + 1.0, + 0.9911991953849792, + 1.0, + 0.9948707818984985, + 0.9923133850097656, + 1.0, + 1.0, + 1.0, + 0.99295973777771, + 1.0, + 0.9988869428634644, + 0.9998931288719177, + 0.9995419979095459, + 1.0, + 1.0, + 1.0, + 0.9994766116142273, + 0.9979802370071411, + 1.0, + 0.9890664219856262, + 1.0, + 0.9912173748016357, + 0.9983536601066589, + 0.9975864291191101, + 0.9955065846443176, + 0.9973280429840088, + 1.0, + 1.0, + 0.9990059733390808, + 0.9950395822525024, + 0.9982120990753174, + 0.9991500377655029, + 1.0, + 0.9963758587837219, + 0.9980672001838684, + 1.0, + 0.9984012842178345, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9940855503082275, + 1.0, + 1.0, + 0.9954915642738342, + 0.9873604774475098, + 0.9929547905921936, + 1.0, + 1.0, + 0.9978470206260681, + 1.0, + 0.9870168566703796, + 1.0, + 0.9895985722541809, + 1.0, + 0.990275502204895, + 1.0, + 0.9939550757408142, + 1.0, + 1.0, + 0.9966685771942139, + 1.0, + 1.0, + 0.99564129114151, + 0.99840247631073, + 1.0, + 0.9990500211715698 + ], + [ + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9922925233840942, + 0.9982877969741821, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9898169040679932, + 1.0, + 0.9924006462097168, + 1.0, + 0.9788902401924133, + 0.9831826090812683, + 0.9771353006362915, + 0.975051999092102, + 0.967269241809845, + 1.0, + 0.9698435664176941, + 0.9788171648979187, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9866405129432678, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9937200546264648, + 0.9942947626113892, + 1.0, + 0.9648327827453613, + 1.0, + 1.0, + 0.9974803924560547, + 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, + 0.9910696744918823, + 1.0, + 1.0, + 0.9932570457458496, + 1.0, + 1.0, + 1.0, + 0.9993451833724976, + 0.9856073260307312, + 0.9972693920135498, + 0.9956666231155396, + 1.0, + 0.9958086609840393, + 1.0, + 1.0, + 0.9849345088005066, + 0.9833585023880005, + 1.0, + 0.9745506644248962, + 0.9799105525016785, + 1.0, + 1.0, + 0.9829655885696411, + 0.9972890019416809, + 1.0, + 1.0, + 0.9928240180015564, + 0.9969351887702942, + 0.9866014719009399, + 1.0, + 0.9937071204185486, + 1.0, + 0.9942421317100525, + 1.0, + 1.0, + 0.9878759384155273, + 1.0, + 0.9835558533668518, + 0.9900184869766235, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9913879632949829, + 1.0, + 1.0, + 1.0, + 0.9994418621063232, + 1.0, + 0.9802125692367554, + 1.0, + 0.991661548614502, + 1.0, + 1.0, + 0.9982364773750305, + 1.0, + 1.0, + 1.0, + 0.985483705997467, + 1.0, + 1.0, + 0.9907928705215454, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9930287599563599, + 0.9924314022064209, + 0.9893894791603088, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9875864386558533, + 0.9959214925765991, + 0.999798595905304, + 0.9910918474197388, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9900646209716797, + 1.0, + 0.9946632981300354, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9902178645133972, + 0.9901811480522156, + 1.0, + 0.9970542788505554, + 0.9915816783905029, + 1.0, + 0.9921390414237976, + 1.0, + 1.0, + 1.0, + 0.9829277992248535, + 1.0, + 0.9996967911720276, + 1.0, + 1.0, + 1.0, + 0.9855248332023621, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9958118796348572, + 1.0, + 1.0, + 1.0, + 0.9926005005836487, + 0.9833751320838928, + 0.990674614906311, + 1.0, + 0.9976174831390381, + 1.0, + 1.0, + 0.9863936901092529, + 0.9884915947914124, + 0.9953348636627197, + 0.9886730313301086, + 0.9925354719161987, + 0.9994972348213196, + 0.9875499606132507, + 1.0, + 1.0, + 1.0, + 0.9945303201675415, + 1.0, + 1.0, + 0.9979828596115112, + 1.0, + 0.9987582564353943, + 0.9915663003921509, + 0.9963847398757935, + 1.0, + 0.9936404228210449, + 0.9955722093582153, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9910448789596558, + 0.9900993704795837, + 1.0, + 1.0, + 0.9994438290596008, + 1.0, + 1.0, + 1.0, + 0.9983497262001038, + 0.998088002204895, + 0.9911402463912964, + 0.987396776676178, + 0.9847484230995178, + 0.9966456294059753, + 1.0, + 1.0, + 1.0, + 0.9937909841537476, + 0.9975623488426208, + 1.0, + 0.9923223853111267, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9995574355125427, + 0.9943217635154724, + 1.0, + 0.9972448348999023, + 1.0, + 0.9969068169593811, + 1.0, + 0.9965539574623108, + 0.9912975430488586, + 0.9953294992446899, + 1.0, + 1.0, + 0.9893213510513306, + 1.0, + 0.9965842366218567, + 0.9950620532035828, + 1.0, + 1.0, + 0.9996926784515381, + 1.0, + 0.9966062307357788, + 1.0, + 1.0, + 0.9959105253219604, + 1.0, + 0.978831946849823, + 1.0, + 0.991832971572876, + 0.999941349029541, + 1.0, + 1.0, + 0.9997860789299011, + 0.9981719255447388, + 0.998850405216217, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9955011606216431, + 1.0, + 0.9930799007415771, + 0.9877440929412842, + 0.9848963022232056, + 0.994448184967041, + 0.9828807711601257, + 1.0, + 0.984928548336029, + 0.9877018332481384, + 0.9955706000328064, + 1.0, + 0.9967616200447083, + 1.0, + 1.0, + 0.9966458678245544, + 1.0, + 1.0, + 0.9989249110221863, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9910063743591309, + 0.9930939674377441, + 1.0, + 0.998004138469696, + 1.0, + 0.9976427555084229, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9928202033042908, + 1.0, + 0.9883052110671997, + 0.9995118379592896, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9874818325042725, + 1.0, + 1.0, + 1.0, + 0.9953644275665283, + 1.0, + 1.0, + 0.9988312721252441, + 1.0, + 1.0, + 1.0, + 0.9964856505393982, + 0.996675431728363, + 1.0, + 0.9904242157936096, + 0.9939389228820801, + 0.975829005241394, + 1.0, + 1.0, + 1.0, + 0.9964682459831238, + 0.9988560676574707, + 0.9809815883636475, + 1.0, + 0.9971667528152466, + 1.0, + 1.0, + 0.9981447458267212, + 1.0, + 1.0, + 0.9905282855033875, + 0.9773516058921814, + 0.9812210202217102, + 0.9920575618743896, + 1.0, + 0.9928302764892578, + 0.9926441311836243, + 1.0, + 1.0, + 1.0, + 0.9754809141159058, + 1.0, + 0.9974608421325684, + 0.986469030380249, + 1.0, + 1.0, + 0.9955533742904663, + 1.0, + 1.0, + 0.9981696605682373, + 1.0, + 0.9998682141304016, + 0.9721212983131409, + 0.976937472820282, + 0.9870368242263794, + 0.998714804649353, + 1.0, + 0.9779961705207825, + 0.9899346232414246, + 0.9882237315177917, + 1.0, + 0.9807689189910889, + 0.9964233636856079, + 0.9855576753616333, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9894139170646667, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9862750172615051, + 1.0, + 0.9941316843032837, + 0.9905513525009155, + 0.9834201335906982, + 0.995100200176239, + 0.9820528030395508, + 1.0, + 1.0, + 1.0, + 0.9878163933753967, + 1.0, + 1.0, + 1.0, + 1.0, + 0.998100757598877, + 0.9980579018592834, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9960089325904846, + 0.9955456256866455, + 1.0, + 0.999850869178772, + 0.9957880973815918, + 0.9881157279014587, + 0.9960983395576477, + 1.0, + 0.989770770072937, + 0.9857442378997803, + 0.9851132035255432, + 0.9990591406822205, + 1.0, + 0.9991447329521179, + 1.0, + 1.0, + 1.0, + 0.9958271384239197, + 1.0, + 1.0, + 0.9907218217849731, + 1.0, + 1.0, + 0.9994117021560669, + 1.0, + 1.0, + 0.990329384803772, + 1.0, + 0.9984618425369263, + 0.9823028445243835, + 0.9944536685943604, + 0.9849414825439453, + 1.0, + 0.9920955896377563, + 1.0, + 1.0, + 0.9981986880302429, + 1.0, + 0.9970507621765137, + 0.9922401905059814, + 1.0, + 0.9972661137580872, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9974160194396973, + 0.9898199439048767, + 1.0, + 0.9964487552642822, + 1.0, + 1.0, + 0.9990994930267334, + 1.0, + 0.9948230385780334, + 1.0, + 0.9978318810462952, + 0.995101809501648, + 1.0, + 0.9752790331840515, + 1.0, + 1.0, + 0.999003529548645, + 1.0, + 0.9996687173843384, + 0.9934818744659424, + 1.0, + 0.9934583902359009, + 1.0, + 0.9854449033737183, + 0.9910779595375061, + 1.0, + 1.0, + 0.9987077713012695, + 0.9970239996910095, + 0.9941786527633667, + 0.9850069880485535, + 0.9948694705963135, + 1.0, + 0.9937039613723755, + 0.9977928996086121, + 0.9947943091392517, + 0.9961854815483093, + 1.0, + 0.9854073524475098, + 0.9978926777839661, + 0.9983726739883423, + 1.0, + 1.0, + 1.0, + 0.9955491423606873, + 0.9900608658790588, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9891019463539124, + 0.9952939748764038, + 0.9839950203895569, + 1.0, + 1.0, + 0.9980291724205017, + 1.0, + 1.0, + 0.9727237224578857, + 0.9852516055107117, + 1.0, + 0.9878969192504883, + 0.991655707359314, + 1.0, + 0.997296154499054, + 1.0, + 1.0, + 0.9876765012741089, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9999616146087646, + 0.9950520396232605, + 0.9975330233573914, + 1.0, + 0.9835776686668396, + 0.9957154393196106, + 0.9862804412841797, + 1.0, + 0.9831790328025818, + 1.0, + 1.0, + 0.9814313054084778, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9900609850883484, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9823240637779236, + 1.0, + 1.0, + 1.0, + 0.9866405129432678, + 0.9962666034698486, + 0.9944442510604858, + 0.9856580495834351, + 1.0, + 0.9854779243469238, + 0.9927858114242554, + 0.9997868537902832, + 1.0, + 1.0, + 1.0, + 0.9890499114990234, + 0.9938769936561584, + 1.0, + 0.989120602607727, + 1.0, + 1.0, + 0.9871307015419006, + 0.9887864589691162, + 0.9999018907546997, + 0.996173620223999, + 1.0, + 0.9902410507202148, + 0.9836010336875916, + 1.0, + 0.9904151558876038, + 1.0, + 1.0, + 1.0, + 0.9842586517333984, + 1.0, + 1.0, + 0.9915695786476135, + 0.9967731237411499, + 0.9770088195800781, + 1.0, + 1.0, + 0.996893584728241, + 1.0, + 0.9807265996932983, + 0.9946655631065369, + 0.9740818738937378, + 1.0, + 0.9893597960472107, + 0.9928506016731262, + 1.0, + 1.0, + 1.0, + 0.9822350740432739, + 0.9995718002319336, + 1.0, + 1.0, + 1.0, + 0.9772279262542725, + 0.9994214177131653, + 0.9990218877792358, + 1.0, + 1.0, + 1.0, + 0.9982084035873413, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9883384704589844, + 1.0, + 1.0, + 1.0, + 0.9901773929595947, + 0.9967421889305115, + 0.9922327399253845, + 1.0, + 1.0, + 0.9801247715950012, + 1.0, + 0.9988136887550354, + 0.9762824177742004, + 0.9877390265464783, + 0.9970554113388062, + 0.9962553977966309, + 1.0, + 1.0, + 1.0, + 0.9964385628700256, + 0.9939162135124207, + 0.9964612722396851, + 1.0, + 0.9845092296600342, + 0.9848589897155762, + 1.0, + 1.0, + 1.0, + 0.9969602823257446, + 1.0, + 1.0, + 0.9899452924728394, + 0.9932979941368103, + 0.9996008276939392, + 0.9955888390541077, + 0.9883118867874146, + 0.9880770444869995, + 1.0, + 0.996025562286377, + 0.9971386194229126, + 1.0, + 0.9927539825439453, + 0.9999215602874756, + 0.998646080493927, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9988064169883728, + 1.0, + 0.9982395172119141, + 0.9867731928825378, + 0.9994972944259644, + 0.9768291115760803, + 0.9918579459190369, + 0.9819290041923523, + 0.9960648417472839, + 0.9762166738510132, + 1.0, + 0.9819481372833252, + 1.0, + 0.986299991607666, + 0.9820849299430847, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9902724027633667, + 1.0, + 0.9917632341384888, + 1.0, + 0.9902510046958923, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9878069162368774, + 1.0, + 1.0, + 1.0, + 0.9952893257141113, + 0.9859961271286011, + 0.9687719345092773, + 1.0, + 1.0, + 0.9856153726577759, + 1.0, + 0.9974620342254639, + 1.0, + 1.0, + 1.0, + 0.98809814453125, + 1.0, + 1.0, + 1.0, + 0.9964240789413452, + 1.0, + 0.9968125820159912, + 0.9895809292793274, + 0.9834262728691101, + 0.978365957736969, + 1.0, + 0.9892710447311401, + 0.9777184724807739, + 1.0, + 0.9970393776893616, + 0.9940612316131592, + 0.9765942692756653, + 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, + 0.9996811747550964, + 1.0, + 1.0, + 0.9899476170539856, + 0.9974790811538696, + 1.0, + 1.0, + 0.9949219226837158, + 1.0, + 1.0, + 0.9916019439697266, + 1.0, + 1.0, + 0.9812279343605042, + 0.9930675625801086, + 0.9792741537094116, + 0.9959844946861267, + 1.0, + 0.990608274936676, + 0.9931589961051941, + 0.9955450892448425, + 0.9816684722900391, + 1.0, + 0.9916232228279114, + 0.9912084341049194, + 0.9830901026725769, + 0.9877220988273621, + 1.0, + 1.0, + 0.9712088108062744, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9927566647529602, + 0.9980409741401672, + 1.0, + 1.0, + 0.9955409169197083, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9812292456626892, + 1.0, + 0.9994494915008545, + 1.0, + 0.9990392327308655, + 0.9903820753097534, + 1.0, + 0.9943578243255615, + 0.9990353584289551, + 1.0, + 0.9980002045631409, + 0.9957088232040405, + 1.0, + 1.0, + 0.9990132451057434, + 0.9997017979621887, + 1.0, + 0.9924784302711487, + 1.0, + 1.0, + 0.9995769262313843, + 1.0, + 1.0, + 1.0, + 0.9967506527900696, + 1.0, + 1.0, + 0.9964617490768433, + 0.9998929500579834, + 1.0, + 1.0, + 0.9994940757751465, + 0.997085690498352, + 1.0, + 0.9980239272117615, + 1.0, + 1.0, + 0.9906010031700134, + 1.0, + 0.9959500432014465, + 1.0, + 1.0, + 0.997694194316864, + 0.9973293542861938, + 0.998214840888977, + 0.9983835816383362, + 0.9823282957077026, + 1.0, + 1.0, + 0.9943832755088806, + 1.0, + 0.993079423904419, + 0.9943719506263733, + 0.9729605317115784, + 0.994511067867279, + 1.0, + 0.9951186776161194, + 0.9904065728187561, + 1.0, + 1.0, + 1.0, + 0.9904172420501709, + 1.0, + 0.9900192022323608, + 1.0, + 1.0, + 0.9981832504272461, + 1.0, + 1.0, + 0.9911814332008362, + 1.0, + 0.983659565448761, + 0.9969398975372314, + 0.9993685483932495, + 1.0, + 0.9972763061523438, + 0.9897757768630981, + 1.0, + 1.0, + 0.9923760294914246, + 1.0, + 1.0, + 0.995471179485321, + 0.9918489456176758, + 1.0, + 1.0, + 0.9911169409751892, + 1.0, + 0.9997066259384155, + 1.0, + 0.9844517111778259, + 0.9954130053520203, + 0.9890905618667603, + 0.9985705018043518, + 0.9849603772163391, + 0.9901135563850403, + 1.0, + 1.0, + 0.9885443449020386, + 1.0, + 1.0, + 1.0, + 0.9937646389007568, + 1.0, + 0.9997471570968628, + 0.9996929168701172, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.999499499797821, + 0.9986534118652344, + 0.9989281296730042, + 0.9926967620849609, + 0.9953800439834595, + 0.9961116909980774, + 1.0, + 0.9933070540428162, + 1.0, + 0.9986278414726257, + 0.9978084564208984, + 1.0, + 0.9817273616790771, + 1.0, + 0.9824727177619934, + 0.9945301413536072, + 0.9941404461860657, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9912692904472351, + 1.0, + 0.9963605999946594, + 1.0, + 0.9911664724349976, + 0.9885619878768921, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.981842577457428, + 1.0, + 1.0, + 1.0, + 0.9957542419433594, + 1.0, + 1.0, + 1.0, + 0.9995229840278625, + 1.0, + 1.0, + 0.9845885634422302, + 1.0, + 1.0, + 1.0, + 0.9896416068077087, + 0.9971314072608948, + 0.9930477142333984, + 0.9953787326812744, + 0.9937634468078613, + 1.0, + 0.9939230680465698, + 0.9997029900550842, + 0.9953519105911255, + 1.0, + 1.0, + 1.0, + 0.9955316185951233, + 1.0, + 1.0, + 0.9969882369041443, + 1.0, + 1.0, + 1.0, + 1.0, + 0.9837475419044495, + 0.99425208568573, + 0.9986499547958374, + 1.0, + 0.9961297512054443, + 0.9903040528297424, + 1.0, + 0.9982365369796753, + 1.0, + 0.9759883284568787, + 1.0, + 1.0, + 0.9980508089065552, + 1.0, + 1.0 + ] + ], + "consistencies": [ + 1.158419132232666, + -30.41997528076172, + -0.06191372871398926, + -0.061020851135253906, + 0.36910009384155273, + 0.5059365630149841, + 0.577875018119812, + 0.6458120942115784, + 0.8162312507629395, + 0.7997597455978394, + 0.8851376175880432, + 0.9229600429534912, + 0.9681451916694641, + 0.9716095924377441, + 0.9563197493553162, + 0.917003870010376, + 0.8408610224723816, + 0.8379799127578735, + 0.831175684928894, + 0.830319881439209, + 0.8791712522506714, + 0.9193879961967468, + 0.9366589188575745, + 0.8966442346572876, + 0.8650962114334106, + 0.8489811420440674, + 0.7912924289703369, + 0.7444280385971069, + 0.6784813404083252, + 0.6599346399307251, + 0.6446254253387451, + 0.6156934499740601, + 0.6412379741668701, + 0.637172520160675, + 0.5934724807739258, + 0.6126049757003784, + 0.6539109945297241, + 0.7073161602020264, + 0.7276121377944946, + 0.7073642015457153, + 0.7351938486099243, + 0.7257860898971558, + 0.6660385727882385, + 0.674188494682312, + 0.608793318271637, + 0.6193811893463135, + 0.6325831413269043, + 0.6102855205535889, + 0.5617669820785522, + 0.5520634055137634, + 0.5145263671875, + 0.5751442313194275, + 0.6141529083251953, + 0.6324554681777954, + 0.6577705144882202, + 0.7302526235580444, + 0.7441092729568481, + 0.7672398686408997, + 0.817306399345398, + 0.8132584095001221, + 0.8348453044891357, + 0.8429266214370728, + 0.8800630569458008, + 0.9029203653335571, + 0.9467335343360901, + 0.9440138936042786, + 0.9428806900978088, + 0.9059926867485046, + 0.9154048562049866, + 0.898432731628418, + 0.9054853320121765, + 0.898281991481781, + 0.8702890276908875, + 0.8891761302947998, + 0.886670708656311, + 0.8927662968635559, + 0.8920812606811523, + 0.873256504535675, + 0.8854854702949524, + 0.8865818381309509, + 0.8828418254852295, + 0.8760285973548889, + 0.9172267913818359, + 0.9463859796524048, + 0.936590313911438, + 0.9369040131568909, + 0.9042591452598572, + 0.8702651858329773, + 0.8777161240577698, + 0.8725412487983704, + 0.8620898723602295, + 0.8601704239845276, + 0.8557592034339905, + 0.8473267555236816, + 0.8393633961677551, + 0.8386164903640747, + 0.8107637166976929, + 0.8175910711288452, + 0.8008266687393188, + 0.8173122406005859, + 0.8247644901275635, + 0.8370301723480225, + 0.815083384513855, + 0.8007909655570984, + 0.809909462928772, + 0.7927911877632141, + 0.7717446684837341, + 0.7769781947135925, + 0.7621296048164368, + 0.7631261348724365, + 0.7564839720726013, + 0.7478817701339722, + 0.7461069822311401, + 0.7349402904510498, + 0.7266197204589844, + 0.7222557067871094, + 0.7273588180541992, + 0.7106652855873108, + 0.723233163356781, + 0.7268940210342407, + 0.7485764026641846, + 0.7409734129905701, + 0.7529258131980896, + 0.7549026608467102, + 0.75815749168396, + 0.759446382522583, + 0.7502810955047607, + 0.7523939609527588, + 0.7651152610778809, + 0.7535510659217834, + 0.7636522054672241, + 0.7884453535079956, + 0.7734785079956055, + 0.7726690173149109, + 0.7529692053794861, + 0.753751277923584, + 0.7452503442764282, + 0.7657926082611084, + 0.7880193591117859, + 0.7993234395980835, + 0.8063404560089111, + 0.8014337420463562, + 0.7972124814987183, + 0.8115541934967041, + 0.8004704117774963, + 0.8148242235183716, + 0.8226605653762817, + 0.8352631330490112, + 0.8518701791763306, + 0.8830651640892029, + 0.902471661567688, + 0.8955016136169434, + 0.8832060098648071, + 0.8842252492904663, + 0.9056902527809143, + 0.9206830263137817, + 0.9318229556083679, + 0.9362413883209229, + 0.9210948944091797, + 0.9223995804786682, + 0.908481240272522, + 0.9248631000518799, + 0.8989198207855225, + 0.8959871530532837, + 0.9040573835372925, + 0.9138485193252563, + 0.9133008122444153, + 0.8907236456871033, + 0.8740273118019104, + 0.8808310627937317, + 0.8932967185974121, + 0.9170421957969666, + 0.9350440502166748, + 0.9396446347236633, + 0.9603925347328186, + 0.9522588849067688, + 0.9570755958557129, + 0.9552856683731079, + 0.9505245685577393, + 0.942365825176239, + 0.9342435598373413, + 0.9257197380065918, + 0.91301429271698, + 0.9329759478569031, + 0.9528346657752991, + 0.9682093262672424, + 0.9840856194496155, + 0.9864869117736816, + 0.9671659469604492, + 0.9509766697883606, + 0.9460419416427612, + 0.9323363900184631, + 0.9139858484268188, + 0.9210966229438782, + 0.9084134697914124, + 0.8893911838531494, + 0.8890844583511353, + 0.8661243915557861, + 0.8778893351554871, + 0.8987683057785034, + 0.8972168564796448, + 0.9046155214309692, + 0.8966183662414551, + 0.899781346321106, + 0.8902198076248169, + 0.8917233943939209, + 0.8925596475601196, + 0.8809388875961304, + 0.8907224535942078, + 0.9026131629943848, + 0.8884803652763367, + 0.877811849117279, + 0.8847470283508301, + 0.8869200944900513, + 0.88625168800354, + 0.8729784488677979, + 0.8873699307441711, + 0.8649461269378662, + 0.8569710850715637, + 0.8609572052955627, + 0.8576018214225769, + 0.8798785209655762, + 0.8858174085617065, + 0.9006528258323669, + 0.9052744507789612, + 0.8941760063171387, + 0.8937558531761169, + 0.8969272971153259, + 0.8734345436096191, + 0.8503526449203491, + 0.8538259267807007, + 0.8625304698944092, + 0.8863083720207214, + 0.881622314453125, + 0.868626594543457, + 0.8530768156051636, + 0.8673723936080933, + 0.8650895357131958, + 0.8754794001579285, + 0.8952503800392151, + 0.9043104648590088, + 0.9069522619247437, + 0.9080319404602051, + 0.9310432076454163, + 0.9325540661811829, + 0.9412730932235718, + 0.9317806363105774, + 0.9096292853355408, + 0.9225896000862122, + 0.9117848873138428, + 0.8965780735015869, + 0.8853845596313477, + 0.8865952491760254, + 0.8537129163742065, + 0.8339213132858276, + 0.8261365294456482, + 0.8320044875144958, + 0.8195016384124756, + 0.8294640779495239, + 0.8387399911880493, + 0.8184096217155457, + 0.8103196620941162, + 0.8065704107284546, + 0.8158421516418457, + 0.8291698694229126, + 0.8326160907745361, + 0.8337942361831665, + 0.8345315456390381, + 0.8375642895698547, + 0.8510421514511108, + 0.8492124676704407, + 0.8272571563720703, + 0.8208343982696533, + 0.8147676587104797, + 0.8195375204086304, + 0.8208870887756348, + 0.8246139287948608, + 0.8279314041137695, + 0.8264886140823364, + 0.8202654719352722, + 0.8305463194847107, + 0.8445249199867249, + 0.8550581932067871, + 0.8529185056686401, + 0.8752326369285583, + 0.8908432126045227, + 0.8870818614959717, + 0.8913317918777466, + 0.889777660369873, + 0.8806421756744385, + 0.8687878847122192, + 0.8574423789978027, + 0.8457463383674622, + 0.8444890975952148, + 0.838774561882019, + 0.8308529853820801, + 0.8215593099594116, + 0.8176886439323425, + 0.8270664215087891, + 0.8363415002822876, + 0.8459123969078064, + 0.8423813581466675, + 0.8413518667221069, + 0.8618259429931641, + 0.8587489128112793, + 0.8640812635421753, + 0.8880298137664795, + 0.8879566788673401, + 0.8827381134033203, + 0.8877989053726196, + 0.8842370510101318, + 0.8714988231658936, + 0.8669450879096985, + 0.8677886128425598, + 0.8741530776023865, + 0.8683408498764038, + 0.8655878901481628, + 0.8669783473014832, + 0.8549476265907288, + 0.8530893325805664, + 0.8610572218894958, + 0.845761775970459, + 0.8604552745819092, + 0.8555440306663513, + 0.8587625026702881, + 0.8629133701324463, + 0.8668190240859985, + 0.8636665344238281, + 0.8701921701431274, + 0.8565883040428162, + 0.89096599817276, + 0.9206146001815796, + 0.9269851446151733, + 0.9261683821678162, + 0.9525216221809387, + 0.9451740980148315, + 0.9477151036262512, + 0.9488085508346558, + 0.9569846987724304, + 0.9584226012229919, + 0.9493517279624939, + 0.9265530705451965, + 0.9407690763473511, + 0.9202625751495361, + 0.8952842950820923, + 0.8744999170303345, + 0.8798195123672485, + 0.8841447830200195, + 0.8694652915000916, + 0.8668363094329834, + 0.8695678114891052, + 0.849174976348877, + 0.8589714169502258, + 0.8640769720077515, + 0.8864477276802063, + 0.8962022066116333, + 0.8948214650154114, + 0.9297154545783997, + 0.9525499939918518, + 0.938928484916687, + 0.9058889150619507, + 0.8864701986312866, + 0.883588433265686, + 0.900162935256958, + 0.8783067464828491, + 0.8631641864776611, + 0.8592692613601685, + 0.8590221405029297, + 0.8715028762817383, + 0.8393408060073853, + 0.8368772268295288, + 0.8231292963027954, + 0.7981402277946472, + 0.808910608291626, + 0.8511915802955627, + 0.840907096862793, + 0.8361912965774536, + 0.8339829444885254, + 0.8237856030464172, + 0.8500966429710388, + 0.8578763008117676, + 0.8334937691688538, + 0.798094630241394, + 0.7840468287467957, + 0.7808400988578796, + 0.7932209968566895, + 0.7794989347457886, + 0.7582159638404846, + 0.7479708194732666, + 0.7707630395889282, + 0.7537757158279419, + 0.7648561596870422, + 0.7461316585540771, + 0.7516499757766724, + 0.7446383237838745, + 0.7892950177192688, + 0.7970631122589111, + 0.8059101700782776, + 0.7979583740234375, + 0.7916761636734009, + 0.8085997104644775, + 0.8059298992156982, + 0.8155604004859924, + 0.8396188020706177, + 0.8274068236351013, + 0.8436353206634521, + 0.8387937545776367, + 0.8498812913894653, + 0.8461413979530334, + 0.8563445806503296, + 0.8528410196304321, + 0.8708463907241821, + 0.8740615844726562, + 0.871953010559082, + 0.8571087121963501, + 0.8498813509941101, + 0.859687328338623, + 0.8904581069946289, + 0.8880606293678284, + 0.8761692643165588, + 0.8666549921035767, + 0.8804185390472412, + 0.8914303779602051, + 0.9063581824302673, + 0.9119518995285034, + 0.9004518985748291, + 0.8984140753746033, + 0.8910424709320068, + 0.8931331634521484, + 0.8755592107772827, + 0.8498787879943848, + 0.8493019342422485, + 0.8611351251602173, + 0.8604152202606201, + 0.8462581038475037, + 0.8302382230758667, + 0.8248242735862732, + 0.843980610370636, + 0.8487998843193054, + 0.8480731248855591, + 0.8659206628799438, + 0.8795135021209717, + 0.8653953075408936, + 0.8638418912887573, + 0.873649537563324, + 0.8724855780601501, + 0.8796506524085999, + 0.883785605430603, + 0.8798204064369202, + 0.8870575428009033, + 0.8851285576820374, + 0.8826022744178772, + 0.8916021585464478, + 0.8801091313362122, + 0.8705262541770935, + 0.8574236631393433, + 0.8518718481063843, + 0.8506009578704834, + 0.8316412568092346, + 0.8282957673072815, + 0.8398827314376831, + 0.831706166267395, + 0.8521507978439331, + 0.8474704027175903, + 0.8247236609458923, + 0.838638186454773, + 0.8406345248222351, + 0.8405186533927917, + 0.8452474474906921, + 0.8640328645706177, + 0.8884028792381287, + 0.8817489147186279, + 0.8720794916152954, + 0.8714876770973206, + 0.8703410625457764, + 0.8607979416847229, + 0.8482389450073242, + 0.8515801429748535, + 0.8805003762245178, + 0.8721179962158203, + 0.8712065815925598, + 0.8625470399856567, + 0.864761471748352, + 0.8558255434036255, + 0.8383493423461914, + 0.8425294756889343, + 0.8647863864898682, + 0.8660788536071777, + 0.9058367013931274, + 0.904798150062561, + 0.8960287570953369, + 0.9051811695098877, + 0.9009987115859985, + 0.8976389169692993, + 0.8788109421730042, + 0.8785333037376404, + 0.8803282976150513, + 0.9117752313613892, + 0.9272410273551941, + 0.9304528832435608, + 0.8972041010856628, + 0.887701153755188, + 0.8926531672477722, + 0.9005791544914246, + 0.8831225037574768, + 0.8727644085884094, + 0.8590900897979736, + 0.8411833047866821, + 0.8399481773376465, + 0.8304181694984436, + 0.8249013423919678, + 0.8271859884262085, + 0.8288393020629883, + 0.8352841734886169, + 0.8336262702941895, + 0.8254696726799011, + 0.826493501663208, + 0.8364041447639465, + 0.8583855032920837, + 0.8669437170028687, + 0.8876517415046692, + 0.8901395797729492, + 0.8701287508010864, + 0.8602265119552612, + 0.8360241055488586, + 0.838744044303894, + 0.8422864675521851, + 0.830250084400177, + 0.8547117114067078, + 0.8621656894683838, + 0.8428987860679626, + 0.8355655074119568, + 0.818565845489502, + 0.7890552282333374, + 0.7814934849739075, + 0.786121129989624, + 0.7958099842071533, + 0.8187129497528076, + 0.8309100866317749, + 0.8017364144325256, + 0.8016496300697327, + 0.805293083190918, + 0.814206063747406, + 0.8195326328277588, + 0.8226147294044495, + 0.8212049007415771, + 0.8207315802574158, + 0.8328216075897217, + 0.860232412815094, + 0.8416935801506042, + 0.8231557607650757, + 0.8108288049697876, + 0.8091981410980225, + 0.788239061832428, + 0.7926413416862488, + 0.7930165529251099, + 0.7687989473342896, + 0.789323627948761, + 0.8100628852844238, + 0.8054466247558594, + 0.8128980398178101, + 0.7915336489677429, + 0.8257089853286743, + 0.8374395370483398, + 0.8349741101264954, + 0.8416481614112854, + 0.8442079424858093, + 0.835004448890686, + 0.8334125876426697, + 0.8314701318740845, + 0.8368881940841675, + 0.8215161561965942, + 0.8175883889198303, + 0.8094476461410522, + 0.791387677192688, + 0.7909475564956665, + 0.7793439626693726, + 0.7771708965301514, + 0.7817346453666687, + 0.7817474007606506, + 0.7888704538345337, + 0.7921854853630066, + 0.7833260297775269, + 0.7739628553390503, + 0.7779605984687805, + 0.7580076456069946, + 0.7665557861328125, + 0.7803009748458862, + 0.7729319334030151, + 0.7796702980995178, + 0.7871739864349365, + 0.7802890539169312, + 0.7796794772148132, + 0.7859026789665222, + 0.7741426825523376, + 0.7782807350158691, + 0.7670226693153381, + 0.7745048403739929, + 0.7992069721221924, + 0.8083423972129822, + 0.8003792762756348, + 0.8039620518684387, + 0.8217950463294983, + 0.8055621385574341, + 0.793992817401886, + 0.7671717405319214, + 0.780796468257904, + 0.7780835628509521, + 0.7814825773239136, + 0.781111478805542, + 0.7651820182800293, + 0.7531874775886536, + 0.7259483933448792, + 0.7443482875823975, + 0.7316112518310547, + 0.7211312055587769, + 0.7265381813049316, + 0.744137167930603, + 0.7498031258583069, + 0.7304387092590332, + 0.7417913675308228, + 0.7692009210586548, + 0.8145254850387573, + 0.8265213966369629, + 0.8065909743309021, + 0.8212429881095886, + 0.8349111080169678, + 0.8554906845092773, + 0.8726484179496765, + 0.8757946491241455, + 0.8652654886245728, + 0.8806298971176147, + 0.8955277800559998, + 0.8978623151779175, + 0.9018292427062988, + 0.8743396997451782, + 0.8770885467529297, + 0.8974491953849792, + 0.8894752860069275, + 0.8734196424484253, + 0.8744493722915649, + 0.8561775088310242, + 0.8628488183021545, + 0.8940842747688293, + 0.8591293096542358, + 0.8596084117889404, + 0.8597049713134766, + 0.8322064876556396, + 0.8090739250183105, + 0.8042027354240417, + 0.7984247207641602, + 0.8091110587120056, + 0.8348527550697327, + 0.8324496746063232, + 0.8164216876029968, + 0.8034420013427734, + 0.8012547492980957, + 0.8094836473464966, + 0.7937021851539612, + 0.7844083309173584, + 0.7994336485862732, + 0.8125722408294678, + 0.8233379125595093, + 0.8198164701461792, + 0.8239705562591553, + 0.8337202668190002, + 0.8219493627548218, + 0.8097503185272217, + 0.8192956447601318, + 0.8170501589775085, + 0.7982888221740723, + 0.7882548570632935, + 0.7871385216712952, + 0.7824136018753052, + 0.7778367400169373, + 0.7861377596855164, + 0.7803560495376587, + 0.788607120513916, + 0.7860690951347351, + 0.810771107673645, + 0.8315930366516113, + 0.8576477766036987, + 0.8628466129302979, + 0.8742200136184692, + 0.8945724368095398, + 0.922465443611145, + 0.9098616242408752, + 0.8977442979812622, + 0.8940930366516113, + 0.8718206882476807, + 0.8540138006210327, + 0.8256987929344177, + 0.8191170692443848, + 0.7762407064437866, + 0.7770898938179016, + 0.7456084489822388, + 0.7468626499176025, + 0.7333120107650757, + 0.694145917892456, + 0.7156342267990112, + 0.7177228331565857, + 0.7148118019104004, + 0.742487370967865, + 0.7255761623382568, + 0.750062108039856, + 0.7443722486495972, + 0.7545791268348694, + 0.7518054246902466, + 0.7571989893913269, + 0.7690467834472656, + 0.7914251089096069, + 0.8017879128456116, + 0.8141465187072754, + 0.8357270956039429, + 0.8356150984764099, + 0.858660876750946, + 0.8606786727905273, + 0.8723146319389343, + 0.8534289002418518, + 0.8598647713661194, + 0.8687245845794678, + 0.8671185970306396, + 0.8611761927604675, + 0.8669291734695435, + 0.8349351286888123, + 0.8348760604858398, + 0.8439176082611084, + 0.8312742114067078, + 0.8490062952041626, + 0.8515763282775879, + 0.8588151335716248, + 0.87275630235672, + 0.879215657711029, + 0.859985888004303, + 0.8689638376235962, + 0.8824760913848877, + 0.8948870301246643, + 0.8973278403282166, + 0.9037761688232422, + 0.9011431336402893, + 0.8890578150749207, + 0.8745163679122925, + 0.8548533916473389, + 0.8690391182899475, + 0.8476247191429138, + 0.82784104347229, + 0.8390140533447266, + 0.8309870958328247, + 0.8069846630096436, + 0.7787375450134277, + 0.7945725321769714, + 0.8060916662216187, + 0.8173978924751282, + 0.8408116698265076, + 0.8538640737533569, + 0.8532248139381409, + 0.8450950384140015, + 0.8487915992736816, + 0.8506402373313904, + 0.8579521179199219, + 0.8639928102493286, + 0.8706060647964478, + 0.8825210332870483, + 0.8825705051422119, + 0.8916890025138855, + 0.8987724781036377, + 0.8740580081939697, + 0.8932146430015564, + 0.8860585689544678, + 0.8963425755500793, + 0.8999248743057251, + 0.9333484172821045, + 0.9304375052452087, + 0.931955099105835, + 0.9420926570892334, + 0.945177435874939, + 0.9266185164451599, + 0.9127374887466431, + 0.9058548212051392, + 0.8849072456359863, + 0.8756852746009827, + 0.8650326728820801, + 0.8557174801826477, + 0.8358643054962158, + 0.8250204920768738, + 0.8447998762130737, + 0.8403650522232056, + 0.8288686871528625, + 0.8160627484321594, + 0.8107330203056335, + 0.8118180632591248, + 0.8082952499389648, + 0.7595183849334717, + 0.758815348148346, + 0.7681885957717896, + 0.7807481288909912, + 0.7875957489013672, + 0.7734667658805847, + 0.7743291854858398, + 0.7598094940185547, + 0.7830867171287537, + 0.7735944986343384, + 0.810396671295166, + 0.8154075741767883, + 0.8241574764251709, + 0.8496609926223755, + 0.836288571357727, + 0.863136887550354, + 0.8635541796684265, + 0.8719974756240845, + 0.8805010914802551, + 0.8581066727638245, + 0.8647992014884949, + 0.8599927425384521, + 0.8484758138656616, + 0.8489132523536682, + 0.8463626503944397, + 0.8393292427062988, + 0.8482216596603394, + 0.8568518757820129, + 0.841913640499115, + 0.8225955963134766, + 0.8213768601417542, + 0.8111768960952759, + 0.8410235643386841, + 0.8444287180900574, + 0.8485023975372314, + 0.8479190468788147, + 0.8521453738212585, + 0.8560678362846375, + 0.8553611636161804, + 0.855362594127655, + 0.8730047345161438, + 0.8751355409622192, + 0.883489727973938, + 0.8932708501815796, + 0.9117997288703918, + 0.9105608463287354, + 0.8975905179977417, + 0.901420533657074, + 0.8997138738632202, + 0.9061672687530518, + 0.8974664807319641, + 0.8914655447006226, + 0.9036788940429688, + 0.8903614282608032, + 0.8918571472167969, + 0.896746814250946, + 0.8921904563903809, + 0.8843663930892944, + 0.8854782581329346, + 0.8867789506912231, + 0.8657111525535583, + 0.8822872638702393, + 0.8914618492126465, + 0.8942499756813049, + 0.8908488750457764, + 0.8954012393951416, + 0.8903070688247681, + 0.8560292720794678, + 0.8459588885307312, + 0.870593786239624, + 0.8583458065986633, + 0.8421885967254639, + 0.8561402559280396, + 0.863993227481842, + 0.8735454082489014, + 0.8673123121261597, + 0.8761596083641052, + 0.8559843897819519, + 0.8516119122505188, + 0.8586646914482117, + 0.8518297672271729, + 0.8616796731948853, + 0.881080150604248, + 0.8799934983253479, + 0.8889040350914001, + 0.8912898302078247, + 0.8889788389205933, + 0.8885478973388672, + 0.894694447517395, + 0.8890636563301086, + 0.8846583366394043, + 0.903681755065918, + 0.903847336769104, + 0.9215106964111328, + 0.9340105056762695, + 0.9394664168357849, + 0.9364238977432251, + 0.9238545894622803, + 0.9169104695320129, + 0.9206712245941162, + 0.9152665734291077, + 0.9072314500808716, + 0.9107219576835632, + 0.9219681024551392, + 0.9000882506370544, + 0.8899632692337036, + 0.8753030300140381, + 0.8746440410614014, + 0.8576840162277222, + 0.854548454284668, + 0.8638263940811157, + 0.867866039276123, + 0.8551831841468811, + 0.8488346934318542, + 0.8560342788696289, + 0.8652632832527161, + 0.8642801642417908, + 0.8605670928955078, + 0.8576231598854065, + 0.853965163230896, + 0.8582043051719666, + 0.8698943257331848, + 0.8797296285629272, + 0.882274329662323, + 0.88359534740448, + 0.9025653600692749, + 0.9102238416671753, + 0.9091516137123108, + 0.9003654718399048, + 0.8883529305458069, + 0.8764750361442566, + 0.8695114850997925, + 0.8747667670249939, + 0.8788037300109863, + 0.8832038044929504, + 0.873979926109314, + 0.8800963163375854, + 0.8803898692131042, + 0.85296630859375, + 0.8579233884811401, + 0.8443114161491394, + 0.8438748121261597, + 0.8449035882949829, + 0.8531920909881592, + 0.867773711681366, + 0.8736076951026917, + 0.8724814653396606, + 0.8509142398834229, + 0.849763035774231, + 0.8546134233474731, + 0.8405122756958008, + 0.8333512544631958, + 0.8216525316238403, + 0.8239338994026184, + 0.8301767110824585, + 0.8402434587478638, + 0.8394262790679932, + 0.8482809066772461, + 0.8327596187591553, + 0.8278099894523621, + 0.8463877439498901, + 0.8367635607719421, + 0.8414636850357056, + 0.8490719199180603, + 0.8584045767784119, + 0.8786120414733887, + 0.8815919756889343, + 0.884925127029419, + 0.8818895816802979, + 0.865128219127655, + 0.8670896291732788, + 0.8715068101882935, + 0.892397940158844, + 0.8753635287284851, + 0.8745996952056885, + 0.8573803305625916, + 0.8527218103408813, + 0.8481398820877075, + 0.8486589789390564, + 0.8440369367599487, + 0.8352298736572266, + 0.8308892846107483, + 0.8400565981864929, + 0.8383828401565552, + 0.833463191986084, + 0.8290581107139587, + 0.8468481302261353, + 0.859061598777771, + 0.8558080792427063, + 0.8657808899879456, + 0.8671948909759521, + 0.8635925054550171, + 0.8851487040519714, + 0.8693258166313171, + 0.8713787794113159, + 0.8754140734672546, + 0.8884916305541992, + 0.8847521543502808, + 0.8788751363754272, + 0.8726300597190857, + 0.8653005361557007, + 0.8702340126037598, + 0.8458606004714966, + 0.8430643677711487, + 0.8545597791671753, + 0.8558367490768433, + 0.8614442944526672, + 0.8706055879592896 + ], + "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_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_trial_metrics_scalar.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..51cac2ab06e639b7134a59e9df7ea10ddd5b96fe --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 7824.09326171875, + "strength": 5384.10791015625, + "max_strength": 6437.93310546875, + "final_strength": 6143.69970703125, + "sample_efficiency": 3.352065220951772e-07, + "training_efficiency": 2.1110901798238046e-05, + "stability": 0.9963704943656921, + "consistency": 0.8476770520210266 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0.log b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..8ecd33e5fcd0e07f85847685ce555c8a1ec32825 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0.log @@ -0,0 +1,5 @@ +2026-01-08 14:49:59 | INFO | PID:1241 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:7824.09 | strength:5384 | max_strength:6438 | final_strength:6144 | sample_efficiency:3.352e-07 | training_efficiency:2.111e-05 | stability:0.9964 | consistency:0.8477 +2026-01-08 14:49:59 | INFO | PID:1241 | slm_lab.lib.logger:info | Trial 0 done +2026-01-08 14:49:59 | INFO | PID:1241 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam85_krull_2026_01_08_130322 +2026-01-08 14:49:59 | INFO | PID:1241 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-08 14:49:59 | INFO | PID:1241 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam85_krull_2026_01_08_130322 to SLM-Lab/benchmark-dev/data/ppo_atari_lam85_krull_2026_01_08_130322... diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s0.log b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..eb34ae265d27f2545113d4594db43b12713bc5c7 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s0.log @@ -0,0 +1,1510 @@ +2026-01-08 13:03:25 | INFO | PID:1276 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:03:29 | INFO | PID:1276 | 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 +2026-01-08 13:03:29 | INFO | PID:1276 | 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() +) +2026-01-08 13:03:39 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:56.00 total_reward_ma:56.00 loss:0.6427 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:2.881 +2026-01-08 13:03:47 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:1934.00 total_reward_ma:995.00 loss:0.4442 fps:1000 +frame:2.00e+04 wall_t:20 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.853 +2026-01-08 13:03:55 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:2530.62 total_reward_ma:1506.88 loss:0.3974 fps:1071 +frame:3.00e+04 wall_t:28 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.817 +2026-01-08 13:04:05 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:2545.00 total_reward_ma:1766.41 loss:0.5949 fps:1053 +frame:4.00e+04 wall_t:38 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.757 +2026-01-08 13:04:12 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:2792.19 total_reward_ma:1971.56 loss:0.6051 fps:1111 +frame:5.00e+04 wall_t:45 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.719 +2026-01-08 13:04:19 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:2766.05 total_reward_ma:2103.98 loss:0.8025 fps:1154 +frame:6.00e+04 wall_t:52 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.664 +2026-01-08 13:04:26 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:2903.78 total_reward_ma:2218.23 loss:0.6521 fps:1186 +frame:7.00e+04 wall_t:59 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.673 +2026-01-08 13:04:33 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:2961.45 total_reward_ma:2311.14 loss:0.5318 fps:1212 +frame:8.00e+04 wall_t:66 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.656 +2026-01-08 13:04:39 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3048.64 total_reward_ma:2393.08 loss:0.8341 fps:1250 +frame:9.00e+04 wall_t:72 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.575 +2026-01-08 13:04:46 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3082.68 total_reward_ma:2462.04 loss:0.4574 fps:1250 +frame:1.00e+05 wall_t:80 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.629 +2026-01-08 13:04:53 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3094.61 total_reward_ma:2519.55 loss:0.5599 fps:1264 +frame:1.10e+05 wall_t:87 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.529 +2026-01-08 13:05:01 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3102.12 total_reward_ma:2568.09 loss:0.4758 fps:1277 +frame:1.20e+05 wall_t:94 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.509 +2026-01-08 13:05:09 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3120.11 total_reward_ma:2610.56 loss:0.8027 fps:1275 +frame:1.30e+05 wall_t:102 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.217 +2026-01-08 13:05:16 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3144.30 total_reward_ma:2648.68 loss:0.5088 fps:1284 +frame:1.40e+05 wall_t:109 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.368 +2026-01-08 13:05:24 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3155.40 total_reward_ma:2682.46 loss:0.5973 fps:1282 +frame:1.50e+05 wall_t:117 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.285 +2026-01-08 13:05:31 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3192.80 total_reward_ma:2714.36 loss:0.3825 fps:1290 +frame:1.60e+05 wall_t:124 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.252 +2026-01-08 13:05:37 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3314.80 total_reward_ma:2749.68 loss:0.4853 fps:1308 +frame:1.70e+05 wall_t:130 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.2 +2026-01-08 13:05:44 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3272.00 total_reward_ma:2778.70 loss:0.7031 fps:1314 +frame:1.80e+05 wall_t:137 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.147 +2026-01-08 13:05:52 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3305.80 total_reward_ma:2806.44 loss:0.2773 fps:1310 +frame:1.90e+05 wall_t:145 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.32 +2026-01-08 13:05:59 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3293.00 total_reward_ma:2830.77 loss:0.4787 fps:1316 +frame:2.00e+05 wall_t:152 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.175 +2026-01-08 13:06:07 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3307.90 total_reward_ma:2853.49 loss:0.7564 fps:1312 +frame:2.10e+05 wall_t:160 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.182 +2026-01-08 13:06:14 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3296.70 total_reward_ma:2873.63 loss:0.7931 fps:1317 +frame:2.20e+05 wall_t:167 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.207 +2026-01-08 13:06:22 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3303.60 total_reward_ma:2892.33 loss:0.8566 fps:1314 +frame:2.30e+05 wall_t:175 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.173 +2026-01-08 13:06:29 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3358.00 total_reward_ma:2911.73 loss:0.6296 fps:1319 +frame:2.40e+05 wall_t:182 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.238 +2026-01-08 13:06:36 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3428.50 total_reward_ma:2932.40 loss:1.043 fps:1323 +frame:2.50e+05 wall_t:189 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.083 +2026-01-08 13:06:43 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3534.50 total_reward_ma:2955.56 loss:0.7578 fps:1327 +frame:2.60e+05 wall_t:196 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.207 +2026-01-08 13:06:51 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3602.80 total_reward_ma:2979.53 loss:0.5664 fps:1324 +frame:2.70e+05 wall_t:204 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.017 +2026-01-08 13:06:58 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3702.80 total_reward_ma:3005.36 loss:0.7779 fps:1327 +frame:2.80e+05 wall_t:211 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.086 +2026-01-08 13:07:05 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3849.50 total_reward_ma:3034.47 loss:0.4714 fps:1324 +frame:2.90e+05 wall_t:219 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.196 +2026-01-08 13:07:13 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3852.90 total_reward_ma:3061.75 loss:1.083 fps:1327 +frame:3.00e+05 wall_t:226 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.028 +2026-01-08 13:07:21 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3947.60 total_reward_ma:3090.33 loss:0.7775 fps:1325 +frame:3.10e+05 wall_t:234 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.224 +2026-01-08 13:07:29 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:3988.90 total_reward_ma:3118.41 loss:0.8113 fps:1322 +frame:3.20e+05 wall_t:242 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2 +2026-01-08 13:07:35 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4142.80 total_reward_ma:3149.45 loss:0.6463 fps:1325 +frame:3.30e+05 wall_t:249 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.194 +2026-01-08 13:07:43 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4188.70 total_reward_ma:3180.02 loss:1.441 fps:1323 +frame:3.40e+05 wall_t:257 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.073 +2026-01-08 13:07:50 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4316.80 total_reward_ma:3212.50 loss:0.944 fps:1331 +frame:3.50e+05 wall_t:263 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.085 +2026-01-08 13:07:57 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4388.80 total_reward_ma:3245.17 loss:0.7994 fps:1333 +frame:3.60e+05 wall_t:270 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.899 +2026-01-08 13:08:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4609.80 total_reward_ma:3282.05 loss:0.7386 fps:1336 +frame:3.70e+05 wall_t:277 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.019 +2026-01-08 13:08:11 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4678.00 total_reward_ma:3318.79 loss:1.216 fps:1338 +frame:3.80e+05 wall_t:284 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.965 +2026-01-08 13:08:19 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4728.50 total_reward_ma:3354.93 loss:0.911 fps:1336 +frame:3.90e+05 wall_t:292 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.025 +2026-01-08 13:08:26 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4806.90 total_reward_ma:3391.23 loss:1.072 fps:1338 +frame:4.00e+05 wall_t:299 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.793 +2026-01-08 13:08:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4824.00 total_reward_ma:3426.18 loss:0.754 fps:1336 +frame:4.10e+05 wall_t:307 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.734 +2026-01-08 13:08:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:4993.10 total_reward_ma:3463.49 loss:0.8218 fps:1338 +frame:4.20e+05 wall_t:314 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.668 +2026-01-08 13:08:48 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5019.00 total_reward_ma:3499.66 loss:0.8844 fps:1340 +frame:4.30e+05 wall_t:321 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.474 +2026-01-08 13:08:56 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5168.70 total_reward_ma:3537.59 loss:1.121 fps:1337 +frame:4.40e+05 wall_t:329 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.797 +2026-01-08 13:09:03 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5275.80 total_reward_ma:3576.22 loss:1.15 fps:1339 +frame:4.50e+05 wall_t:336 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.602 +2026-01-08 13:09:10 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5479.20 total_reward_ma:3617.59 loss:1.626 fps:1341 +frame:4.60e+05 wall_t:343 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.492 +2026-01-08 13:09:17 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5509.00 total_reward_ma:3657.83 loss:0.7185 fps:1343 +frame:4.70e+05 wall_t:350 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.554 +2026-01-08 13:09:25 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5538.10 total_reward_ma:3697.01 loss:1.157 fps:1341 +frame:4.80e+05 wall_t:358 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.529 +2026-01-08 13:09:32 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5672.40 total_reward_ma:3737.32 loss:0.882 fps:1342 +frame:4.90e+05 wall_t:365 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.521 +2026-01-08 13:09:39 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5680.90 total_reward_ma:3776.19 loss:0.8653 fps:1344 +frame:5.00e+05 wall_t:372 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.402 +2026-01-08 13:09:46 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5749.90 total_reward_ma:3814.89 loss:0.5645 fps:1346 +frame:5.10e+05 wall_t:379 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.759 +2026-01-08 13:09:53 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5803.00 total_reward_ma:3853.12 loss:1.171 fps:1347 +frame:5.20e+05 wall_t:386 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.554 +2026-01-08 13:10:01 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5852.70 total_reward_ma:3890.85 loss:1.028 fps:1342 +frame:5.30e+05 wall_t:395 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.472 +2026-01-08 13:10:09 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5910.30 total_reward_ma:3928.25 loss:0.957 fps:1343 +frame:5.40e+05 wall_t:402 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.393 +2026-01-08 13:10:16 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5991.60 total_reward_ma:3965.76 loss:0.7574 fps:1345 +frame:5.50e+05 wall_t:409 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.307 +2026-01-08 13:10:23 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6036.10 total_reward_ma:4002.73 loss:1.551 fps:1346 +frame:5.60e+05 wall_t:416 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.46 +2026-01-08 13:10:29 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6087.50 total_reward_ma:4039.31 loss:1.111 fps:1348 +frame:5.70e+05 wall_t:423 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.442 +2026-01-08 13:10:36 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6042.60 total_reward_ma:4073.85 loss:2.066 fps:1349 +frame:5.80e+05 wall_t:430 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.57 +2026-01-08 13:10:44 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6074.70 total_reward_ma:4107.76 loss:1.099 fps:1350 +frame:5.90e+05 wall_t:437 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.665 +2026-01-08 13:10:50 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6056.80 total_reward_ma:4140.25 loss:1.345 fps:1354 +frame:6.00e+05 wall_t:443 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.287 +2026-01-08 13:10:57 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6073.00 total_reward_ma:4171.93 loss:1.171 fps:1356 +frame:6.10e+05 wall_t:450 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.526 +2026-01-08 13:11:05 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6112.60 total_reward_ma:4203.23 loss:1.938 fps:1354 +frame:6.20e+05 wall_t:458 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.398 +2026-01-08 13:11:13 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6035.90 total_reward_ma:4232.32 loss:1.031 fps:1352 +frame:6.30e+05 wall_t:466 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.531 +2026-01-08 13:11:20 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6096.10 total_reward_ma:4261.44 loss:1.025 fps:1353 +frame:6.40e+05 wall_t:473 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.387 +2026-01-08 13:11:27 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6059.60 total_reward_ma:4289.11 loss:1.036 fps:1354 +frame:6.50e+05 wall_t:480 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.422 +2026-01-08 13:11:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6011.60 total_reward_ma:4315.21 loss:0.8011 fps:1355 +frame:6.60e+05 wall_t:487 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.367 +2026-01-08 13:11:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6063.80 total_reward_ma:4341.30 loss:1.702 fps:1356 +frame:6.70e+05 wall_t:494 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.492 +2026-01-08 13:11:48 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6056.40 total_reward_ma:4366.53 loss:1.068 fps:1355 +frame:6.80e+05 wall_t:502 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.44 +2026-01-08 13:11:55 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6027.10 total_reward_ma:4390.59 loss:1.518 fps:1358 +frame:6.90e+05 wall_t:508 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.442 +2026-01-08 13:12:02 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5922.80 total_reward_ma:4412.48 loss:1.081 fps:1359 +frame:7.00e+05 wall_t:515 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.582 +2026-01-08 13:12:10 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5900.10 total_reward_ma:4433.43 loss:0.9707 fps:1358 +frame:7.10e+05 wall_t:523 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.29 +2026-01-08 13:12:18 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5959.10 total_reward_ma:4454.62 loss:0.8216 fps:1356 +frame:7.20e+05 wall_t:531 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.358 +2026-01-08 13:12:25 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6009.20 total_reward_ma:4475.92 loss:0.9051 fps:1357 +frame:7.30e+05 wall_t:538 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.387 +2026-01-08 13:12:32 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5969.00 total_reward_ma:4496.10 loss:1.88 fps:1358 +frame:7.40e+05 wall_t:545 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.468 +2026-01-08 13:12:39 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5975.40 total_reward_ma:4515.82 loss:1.465 fps:1359 +frame:7.50e+05 wall_t:552 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.455 +2026-01-08 13:12:46 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5986.70 total_reward_ma:4535.17 loss:1.218 fps:1360 +frame:7.60e+05 wall_t:559 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.298 +2026-01-08 13:12:52 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6014.20 total_reward_ma:4554.38 loss:0.9707 fps:1360 +frame:7.70e+05 wall_t:566 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.407 +2026-01-08 13:13:00 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6041.00 total_reward_ma:4573.44 loss:0.8639 fps:1361 +frame:7.80e+05 wall_t:573 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.385 +2026-01-08 13:13:07 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6105.10 total_reward_ma:4592.83 loss:0.7363 fps:1362 +frame:7.90e+05 wall_t:580 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.635 +2026-01-08 13:13:14 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6182.30 total_reward_ma:4612.70 loss:1.338 fps:1363 +frame:8.00e+05 wall_t:587 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.682 +2026-01-08 13:13:21 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6188.10 total_reward_ma:4632.15 loss:0.914 fps:1364 +frame:8.10e+05 wall_t:594 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.636 +2026-01-08 13:13:28 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6181.10 total_reward_ma:4651.04 loss:2.107 fps:1364 +frame:8.20e+05 wall_t:601 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.677 +2026-01-08 13:13:36 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6165.60 total_reward_ma:4669.28 loss:0.6671 fps:1363 +frame:8.30e+05 wall_t:609 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.546 +2026-01-08 13:13:43 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6214.30 total_reward_ma:4687.68 loss:1.394 fps:1364 +frame:8.40e+05 wall_t:616 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.8 +2026-01-08 13:13:51 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6263.00 total_reward_ma:4706.21 loss:0.7868 fps:1362 +frame:8.50e+05 wall_t:624 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.71 +2026-01-08 13:13:57 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6292.80 total_reward_ma:4724.66 loss:1.515 fps:1365 +frame:8.60e+05 wall_t:630 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.723 +2026-01-08 13:14:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6232.60 total_reward_ma:4741.99 loss:0.6018 fps:1366 +frame:8.70e+05 wall_t:637 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.649 +2026-01-08 13:14:12 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6256.30 total_reward_ma:4759.20 loss:0.7896 fps:1364 +frame:8.80e+05 wall_t:645 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.49 +2026-01-08 13:14:20 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6305.00 total_reward_ma:4776.57 loss:0.8131 fps:1363 +frame:8.90e+05 wall_t:653 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.648 +2026-01-08 13:14:28 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6307.90 total_reward_ma:4793.58 loss:0.8779 fps:1362 +frame:9.00e+05 wall_t:661 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.314 +2026-01-08 13:14:35 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6356.60 total_reward_ma:4810.76 loss:1.719 fps:1362 +frame:9.10e+05 wall_t:668 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.641 +2026-01-08 13:14:42 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6382.60 total_reward_ma:4827.84 loss:1.095 fps:1363 +frame:9.20e+05 wall_t:675 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.46 +2026-01-08 13:14:50 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6356.50 total_reward_ma:4844.28 loss:0.7489 fps:1362 +frame:9.30e+05 wall_t:683 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.497 +2026-01-08 13:14:56 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6328.80 total_reward_ma:4860.07 loss:0.8036 fps:1364 +frame:9.40e+05 wall_t:689 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.305 +2026-01-08 13:15:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6302.60 total_reward_ma:4875.26 loss:1.968 fps:1363 +frame:9.50e+05 wall_t:697 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.378 +2026-01-08 13:15:11 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6294.50 total_reward_ma:4890.04 loss:0.6172 fps:1364 +frame:9.60e+05 wall_t:704 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.468 +2026-01-08 13:15:19 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6317.90 total_reward_ma:4904.76 loss:0.9091 fps:1362 +frame:9.70e+05 wall_t:712 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.3 +2026-01-08 13:15:26 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6244.20 total_reward_ma:4918.43 loss:2.178 fps:1363 +frame:9.80e+05 wall_t:719 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.35 +2026-01-08 13:15:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6288.10 total_reward_ma:4932.27 loss:2.002 fps:1362 +frame:9.90e+05 wall_t:727 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.533 +2026-01-08 13:15:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6233.10 total_reward_ma:4945.27 loss:1.19 fps:1362 +frame:1.00e+06 wall_t:734 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.359 +2026-01-08 13:15:49 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6277.20 total_reward_ma:5007.48 loss:1.755 fps:1361 +frame:1.01e+06 wall_t:742 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.489 +2026-01-08 13:15:55 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6310.90 total_reward_ma:5051.25 loss:0.9006 fps:1362 +frame:1.02e+06 wall_t:749 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.572 +2026-01-08 13:16:02 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6301.80 total_reward_ma:5088.97 loss:2.038 fps:1364 +frame:1.03e+06 wall_t:755 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.512 +2026-01-08 13:16:09 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6308.20 total_reward_ma:5126.60 loss:0.8684 fps:1365 +frame:1.04e+06 wall_t:762 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.49 +2026-01-08 13:16:17 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6294.00 total_reward_ma:5161.62 loss:0.8899 fps:1364 +frame:1.05e+06 wall_t:770 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.434 +2026-01-08 13:16:24 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6292.30 total_reward_ma:5196.88 loss:0.6383 fps:1364 +frame:1.06e+06 wall_t:777 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.444 +2026-01-08 13:16:31 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6340.00 total_reward_ma:5231.24 loss:1.034 fps:1365 +frame:1.07e+06 wall_t:784 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.56 +2026-01-08 13:16:39 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6345.70 total_reward_ma:5265.08 loss:1.142 fps:1364 +frame:1.08e+06 wall_t:792 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.348 +2026-01-08 13:16:47 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6370.00 total_reward_ma:5298.30 loss:1.444 fps:1362 +frame:1.09e+06 wall_t:800 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.499 +2026-01-08 13:16:54 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6434.40 total_reward_ma:5331.81 loss:1.212 fps:1363 +frame:1.10e+06 wall_t:807 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.715 +2026-01-08 13:17:01 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6465.90 total_reward_ma:5365.53 loss:0.7102 fps:1364 +frame:1.11e+06 wall_t:814 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.575 +2026-01-08 13:17:09 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6518.80 total_reward_ma:5399.69 loss:0.7894 fps:1363 +frame:1.12e+06 wall_t:822 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.416 +2026-01-08 13:17:16 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6518.80 total_reward_ma:5433.68 loss:0.827 fps:1363 +frame:1.13e+06 wall_t:829 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.485 +2026-01-08 13:17:22 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6629.10 total_reward_ma:5468.53 loss:1.891 fps:1364 +frame:1.14e+06 wall_t:836 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.39 +2026-01-08 13:17:29 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6647.60 total_reward_ma:5503.45 loss:0.7925 fps:1366 +frame:1.15e+06 wall_t:842 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.333 +2026-01-08 13:17:36 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6666.60 total_reward_ma:5538.19 loss:0.8831 fps:1366 +frame:1.16e+06 wall_t:849 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.471 +2026-01-08 13:17:43 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6733.20 total_reward_ma:5572.37 loss:0.4153 fps:1367 +frame:1.17e+06 wall_t:856 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.716 +2026-01-08 13:17:52 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6702.90 total_reward_ma:5606.68 loss:0.5642 fps:1364 +frame:1.18e+06 wall_t:865 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.338 +2026-01-08 13:17:59 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6723.40 total_reward_ma:5640.86 loss:1.008 fps:1365 +frame:1.19e+06 wall_t:872 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.427 +2026-01-08 13:18:06 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6739.00 total_reward_ma:5675.32 loss:1.16 fps:1365 +frame:1.20e+06 wall_t:879 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.521 +2026-01-08 13:18:14 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6801.80 total_reward_ma:5710.26 loss:1.048 fps:1364 +frame:1.21e+06 wall_t:887 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.629 +2026-01-08 13:18:21 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6803.70 total_reward_ma:5745.33 loss:0.6355 fps:1365 +frame:1.22e+06 wall_t:894 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.612 +2026-01-08 13:18:28 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6804.40 total_reward_ma:5780.33 loss:0.827 fps:1365 +frame:1.23e+06 wall_t:901 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.241 +2026-01-08 13:18:35 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6813.10 total_reward_ma:5814.89 loss:0.6671 fps:1366 +frame:1.24e+06 wall_t:908 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.755 +2026-01-08 13:18:42 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6758.70 total_reward_ma:5848.19 loss:1.123 fps:1366 +frame:1.25e+06 wall_t:915 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.674 +2026-01-08 13:18:49 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6717.20 total_reward_ma:5880.02 loss:1.139 fps:1367 +frame:1.26e+06 wall_t:922 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.826 +2026-01-08 13:18:57 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6723.30 total_reward_ma:5911.22 loss:1.79 fps:1366 +frame:1.27e+06 wall_t:930 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.647 +2026-01-08 13:19:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6669.80 total_reward_ma:5940.89 loss:1.317 fps:1366 +frame:1.28e+06 wall_t:937 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.787 +2026-01-08 13:19:11 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6682.00 total_reward_ma:5969.22 loss:1.396 fps:1367 +frame:1.29e+06 wall_t:944 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.402 +2026-01-08 13:19:18 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6582.50 total_reward_ma:5996.51 loss:1.414 fps:1367 +frame:1.30e+06 wall_t:951 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.494 +2026-01-08 13:19:25 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6549.20 total_reward_ma:6022.53 loss:1.188 fps:1367 +frame:1.31e+06 wall_t:958 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.2 +2026-01-08 13:19:32 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6553.10 total_reward_ma:6048.17 loss:0.7768 fps:1368 +frame:1.32e+06 wall_t:965 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.634 +2026-01-08 13:19:39 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6591.80 total_reward_ma:6072.66 loss:1.696 fps:1368 +frame:1.33e+06 wall_t:972 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.456 +2026-01-08 13:19:46 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6579.80 total_reward_ma:6096.57 loss:0.8986 fps:1369 +frame:1.34e+06 wall_t:979 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.556 +2026-01-08 13:19:53 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6518.30 total_reward_ma:6118.59 loss:1.41 fps:1369 +frame:1.35e+06 wall_t:986 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.481 +2026-01-08 13:20:01 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6476.70 total_reward_ma:6139.46 loss:2.587 fps:1368 +frame:1.36e+06 wall_t:994 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.393 +2026-01-08 13:20:08 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6448.80 total_reward_ma:6157.85 loss:0.5509 fps:1369 +frame:1.37e+06 wall_t:1001 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.788 +2026-01-08 13:20:16 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6441.20 total_reward_ma:6175.49 loss:0.9057 fps:1368 +frame:1.38e+06 wall_t:1009 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.524 +2026-01-08 13:20:23 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6491.20 total_reward_ma:6193.11 loss:0.8205 fps:1368 +frame:1.39e+06 wall_t:1016 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.672 +2026-01-08 13:20:30 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6576.10 total_reward_ma:6210.81 loss:0.7586 fps:1367 +frame:1.40e+06 wall_t:1024 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.535 +2026-01-08 13:20:38 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6584.00 total_reward_ma:6228.40 loss:0.8161 fps:1368 +frame:1.41e+06 wall_t:1031 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.288 +2026-01-08 13:20:45 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6640.90 total_reward_ma:6244.88 loss:0.8868 fps:1368 +frame:1.42e+06 wall_t:1038 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.431 +2026-01-08 13:20:53 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6605.80 total_reward_ma:6260.75 loss:0.7168 fps:1367 +frame:1.43e+06 wall_t:1046 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.438 +2026-01-08 13:21:00 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6696.50 total_reward_ma:6276.03 loss:0.6653 fps:1368 +frame:1.44e+06 wall_t:1053 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.289 +2026-01-08 13:21:07 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6761.10 total_reward_ma:6290.88 loss:0.8705 fps:1368 +frame:1.45e+06 wall_t:1060 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.49 +2026-01-08 13:21:14 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6805.70 total_reward_ma:6304.15 loss:0.6264 fps:1367 +frame:1.46e+06 wall_t:1068 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.463 +2026-01-08 13:21:22 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6702.90 total_reward_ma:6316.09 loss:1.099 fps:1367 +frame:1.47e+06 wall_t:1075 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.477 +2026-01-08 13:21:30 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6700.00 total_reward_ma:6327.70 loss:0.7618 fps:1367 +frame:1.48e+06 wall_t:1083 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.525 +2026-01-08 13:21:37 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6771.30 total_reward_ma:6338.69 loss:1.268 fps:1367 +frame:1.49e+06 wall_t:1090 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.663 +2026-01-08 13:21:44 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6790.50 total_reward_ma:6349.79 loss:0.9357 fps:1367 +frame:1.50e+06 wall_t:1097 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.33 +2026-01-08 13:21:52 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6794.60 total_reward_ma:6360.24 loss:0.7966 fps:1367 +frame:1.51e+06 wall_t:1105 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.359 +2026-01-08 13:22:00 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6822.20 total_reward_ma:6370.43 loss:0.7969 fps:1366 +frame:1.52e+06 wall_t:1113 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.568 +2026-01-08 13:22:07 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6777.60 total_reward_ma:6379.68 loss:0.7526 fps:1366 +frame:1.53e+06 wall_t:1120 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.286 +2026-01-08 13:22:14 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6752.60 total_reward_ma:6388.10 loss:0.6155 fps:1366 +frame:1.54e+06 wall_t:1127 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.595 +2026-01-08 13:22:21 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6725.20 total_reward_ma:6395.44 loss:0.8625 fps:1367 +frame:1.55e+06 wall_t:1134 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.446 +2026-01-08 13:22:28 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6695.50 total_reward_ma:6402.03 loss:0.7463 fps:1367 +frame:1.56e+06 wall_t:1141 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.564 +2026-01-08 13:22:36 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6733.00 total_reward_ma:6408.49 loss:0.3467 fps:1366 +frame:1.57e+06 wall_t:1149 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.645 +2026-01-08 13:22:43 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6739.40 total_reward_ma:6415.45 loss:0.5376 fps:1367 +frame:1.58e+06 wall_t:1156 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.227 +2026-01-08 13:22:50 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6729.70 total_reward_ma:6422.00 loss:0.8827 fps:1367 +frame:1.59e+06 wall_t:1163 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.469 +2026-01-08 13:22:57 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6777.40 total_reward_ma:6429.21 loss:1.123 fps:1368 +frame:1.60e+06 wall_t:1170 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.47 +2026-01-08 13:23:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6813.60 total_reward_ma:6436.62 loss:0.8641 fps:1368 +frame:1.61e+06 wall_t:1177 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.299 +2026-01-08 13:23:12 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6822.10 total_reward_ma:6443.71 loss:1.628 fps:1367 +frame:1.62e+06 wall_t:1185 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.354 +2026-01-08 13:23:18 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6821.70 total_reward_ma:6451.57 loss:0.9948 fps:1369 +frame:1.63e+06 wall_t:1191 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.418 +2026-01-08 13:23:25 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6869.90 total_reward_ma:6459.31 loss:1.31 fps:1369 +frame:1.64e+06 wall_t:1198 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.149 +2026-01-08 13:23:33 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6940.80 total_reward_ma:6468.12 loss:0.9916 fps:1368 +frame:1.65e+06 wall_t:1206 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.157 +2026-01-08 13:23:40 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6976.20 total_reward_ma:6477.77 loss:0.8733 fps:1369 +frame:1.66e+06 wall_t:1213 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.518 +2026-01-08 13:23:47 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7008.00 total_reward_ma:6487.21 loss:0.6425 fps:1369 +frame:1.67e+06 wall_t:1220 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.535 +2026-01-08 13:23:54 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7075.50 total_reward_ma:6497.40 loss:1.616 fps:1369 +frame:1.68e+06 wall_t:1227 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.355 +2026-01-08 13:24:01 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7110.70 total_reward_ma:6508.23 loss:0.996 fps:1368 +frame:1.69e+06 wall_t:1235 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.312 +2026-01-08 13:24:09 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7203.30 total_reward_ma:6521.04 loss:0.7256 fps:1369 +frame:1.70e+06 wall_t:1242 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.721 +2026-01-08 13:24:15 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7169.00 total_reward_ma:6533.73 loss:2.222 fps:1370 +frame:1.71e+06 wall_t:1248 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.469 +2026-01-08 13:24:22 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7139.40 total_reward_ma:6545.53 loss:1.345 fps:1371 +frame:1.72e+06 wall_t:1255 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.485 +2026-01-08 13:24:29 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7160.60 total_reward_ma:6557.04 loss:1.224 fps:1371 +frame:1.73e+06 wall_t:1262 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.245 +2026-01-08 13:24:36 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7115.10 total_reward_ma:6568.51 loss:1.349 fps:1371 +frame:1.74e+06 wall_t:1269 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.479 +2026-01-08 13:24:43 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7112.00 total_reward_ma:6579.87 loss:0.7077 fps:1370 +frame:1.75e+06 wall_t:1277 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.211 +2026-01-08 13:24:51 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7108.80 total_reward_ma:6591.09 loss:0.7651 fps:1371 +frame:1.76e+06 wall_t:1284 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.593 +2026-01-08 13:24:58 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7107.40 total_reward_ma:6602.02 loss:1.251 fps:1371 +frame:1.77e+06 wall_t:1291 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.509 +2026-01-08 13:25:05 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7068.00 total_reward_ma:6612.29 loss:0.6661 fps:1371 +frame:1.78e+06 wall_t:1298 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.548 +2026-01-08 13:25:12 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7057.20 total_reward_ma:6621.82 loss:2.315 fps:1372 +frame:1.79e+06 wall_t:1305 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.587 +2026-01-08 13:25:18 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7034.40 total_reward_ma:6630.34 loss:1.313 fps:1373 +frame:1.80e+06 wall_t:1311 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.07 +2026-01-08 13:25:26 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6981.80 total_reward_ma:6638.27 loss:0.7115 fps:1372 +frame:1.81e+06 wall_t:1319 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.358 +2026-01-08 13:25:33 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7000.00 total_reward_ma:6646.46 loss:0.7355 fps:1373 +frame:1.82e+06 wall_t:1326 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.2 +2026-01-08 13:25:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7012.10 total_reward_ma:6654.93 loss:0.8129 fps:1372 +frame:1.83e+06 wall_t:1334 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.411 +2026-01-08 13:25:49 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6999.30 total_reward_ma:6662.78 loss:1.373 fps:1371 +frame:1.84e+06 wall_t:1342 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.557 +2026-01-08 13:25:57 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6990.90 total_reward_ma:6670.06 loss:0.5478 fps:1370 +frame:1.85e+06 wall_t:1350 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.687 +2026-01-08 13:26:06 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6984.90 total_reward_ma:6676.98 loss:0.7269 fps:1369 +frame:1.86e+06 wall_t:1359 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.255 +2026-01-08 13:26:14 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6930.90 total_reward_ma:6683.96 loss:0.9666 fps:1368 +frame:1.87e+06 wall_t:1367 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.631 +2026-01-08 13:26:21 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6931.30 total_reward_ma:6690.71 loss:1.361 fps:1368 +frame:1.88e+06 wall_t:1374 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.502 +2026-01-08 13:26:28 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6939.50 total_reward_ma:6697.06 loss:1.704 fps:1369 +frame:1.89e+06 wall_t:1381 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.284 +2026-01-08 13:26:36 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6932.90 total_reward_ma:6703.31 loss:1.139 fps:1368 +frame:1.90e+06 wall_t:1389 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.441 +2026-01-08 13:26:43 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6934.50 total_reward_ma:6709.08 loss:0.9103 fps:1368 +frame:1.91e+06 wall_t:1396 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.658 +2026-01-08 13:26:51 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6903.50 total_reward_ma:6714.29 loss:0.9448 fps:1368 +frame:1.92e+06 wall_t:1404 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.779 +2026-01-08 13:26:58 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6902.90 total_reward_ma:6719.76 loss:1.364 fps:1368 +frame:1.93e+06 wall_t:1411 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.505 +2026-01-08 13:27:06 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6859.90 total_reward_ma:6725.07 loss:1.773 fps:1367 +frame:1.94e+06 wall_t:1419 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.507 +2026-01-08 13:27:13 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6794.60 total_reward_ma:6729.99 loss:1.013 fps:1367 +frame:1.95e+06 wall_t:1426 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.715 +2026-01-08 13:27:20 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6745.10 total_reward_ma:6734.50 loss:0.8919 fps:1368 +frame:1.96e+06 wall_t:1433 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.526 +2026-01-08 13:27:27 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6679.50 total_reward_ma:6738.11 loss:1.167 fps:1368 +frame:1.97e+06 wall_t:1440 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.413 +2026-01-08 13:27:35 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6700.10 total_reward_ma:6742.67 loss:0.8866 fps:1367 +frame:1.98e+06 wall_t:1448 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.067 +2026-01-08 13:27:42 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6718.90 total_reward_ma:6746.98 loss:0.8071 fps:1368 +frame:1.99e+06 wall_t:1455 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.282 +2026-01-08 13:27:49 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6674.80 total_reward_ma:6751.40 loss:0.9323 fps:1367 +frame:2.00e+06 wall_t:1463 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.507 +2026-01-08 13:27:57 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6714.80 total_reward_ma:6755.77 loss:0.6118 fps:1367 +frame:2.01e+06 wall_t:1470 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.337 +2026-01-08 13:28:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6781.10 total_reward_ma:6760.47 loss:0.9988 fps:1368 +frame:2.02e+06 wall_t:1477 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.309 +2026-01-08 13:28:12 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6843.30 total_reward_ma:6765.89 loss:0.7221 fps:1367 +frame:2.03e+06 wall_t:1485 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.472 +2026-01-08 13:28:19 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6757.20 total_reward_ma:6770.38 loss:0.5993 fps:1367 +frame:2.04e+06 wall_t:1492 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.592 +2026-01-08 13:28:26 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6757.70 total_reward_ma:6775.02 loss:0.9967 fps:1368 +frame:2.05e+06 wall_t:1499 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.091 +2026-01-08 13:28:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6743.60 total_reward_ma:6779.53 loss:0.3296 fps:1367 +frame:2.06e+06 wall_t:1507 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.52 +2026-01-08 13:28:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6779.70 total_reward_ma:6783.92 loss:0.9746 fps:1367 +frame:2.07e+06 wall_t:1514 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.335 +2026-01-08 13:28:49 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6811.20 total_reward_ma:6788.58 loss:0.8275 fps:1367 +frame:2.08e+06 wall_t:1522 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.67 +2026-01-08 13:28:56 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6853.30 total_reward_ma:6793.41 loss:0.9689 fps:1367 +frame:2.09e+06 wall_t:1529 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.572 +2026-01-08 13:29:03 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6790.40 total_reward_ma:6796.97 loss:1.329 fps:1367 +frame:2.10e+06 wall_t:1536 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.739 +2026-01-08 13:29:09 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6789.20 total_reward_ma:6800.21 loss:1.766 fps:1367 +frame:2.11e+06 wall_t:1543 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.452 +2026-01-08 13:29:17 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6790.80 total_reward_ma:6802.93 loss:1.109 fps:1368 +frame:2.12e+06 wall_t:1550 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.351 +2026-01-08 13:29:24 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6816.60 total_reward_ma:6805.90 loss:1.381 fps:1368 +frame:2.13e+06 wall_t:1557 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.556 +2026-01-08 13:29:30 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6894.20 total_reward_ma:6808.56 loss:1.154 fps:1369 +frame:2.14e+06 wall_t:1563 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.248 +2026-01-08 13:29:37 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6800.60 total_reward_ma:6810.09 loss:0.5705 fps:1369 +frame:2.15e+06 wall_t:1570 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.799 +2026-01-08 13:29:44 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6688.50 total_reward_ma:6810.30 loss:0.6474 fps:1370 +frame:2.16e+06 wall_t:1577 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.468 +2026-01-08 13:29:51 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6664.20 total_reward_ma:6809.61 loss:0.8406 fps:1370 +frame:2.17e+06 wall_t:1584 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.544 +2026-01-08 13:29:58 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6778.80 total_reward_ma:6810.37 loss:1.828 fps:1370 +frame:2.18e+06 wall_t:1591 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.566 +2026-01-08 13:30:06 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6791.30 total_reward_ma:6811.05 loss:0.7456 fps:1370 +frame:2.19e+06 wall_t:1599 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.575 +2026-01-08 13:30:13 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6820.90 total_reward_ma:6811.87 loss:0.3145 fps:1369 +frame:2.20e+06 wall_t:1607 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.272 +2026-01-08 13:30:20 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6855.80 total_reward_ma:6812.41 loss:0.9858 fps:1370 +frame:2.21e+06 wall_t:1613 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.356 +2026-01-08 13:30:27 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6868.80 total_reward_ma:6813.06 loss:0.9259 fps:1370 +frame:2.22e+06 wall_t:1620 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.304 +2026-01-08 13:30:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6900.40 total_reward_ma:6814.02 loss:1.531 fps:1371 +frame:2.23e+06 wall_t:1627 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.437 +2026-01-08 13:30:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6970.20 total_reward_ma:6815.59 loss:0.7756 fps:1371 +frame:2.24e+06 wall_t:1634 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.231 +2026-01-08 13:30:48 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7058.40 total_reward_ma:6818.59 loss:1.824 fps:1371 +frame:2.25e+06 wall_t:1641 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.433 +2026-01-08 13:30:55 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7047.80 total_reward_ma:6821.90 loss:0.944 fps:1371 +frame:2.26e+06 wall_t:1648 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.477 +2026-01-08 13:31:02 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7006.90 total_reward_ma:6824.73 loss:1.514 fps:1372 +frame:2.27e+06 wall_t:1655 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.426 +2026-01-08 13:31:10 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7006.70 total_reward_ma:6828.10 loss:0.7747 fps:1371 +frame:2.28e+06 wall_t:1663 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.307 +2026-01-08 13:31:17 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7041.10 total_reward_ma:6831.69 loss:0.5734 fps:1371 +frame:2.29e+06 wall_t:1670 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.293 +2026-01-08 13:31:24 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7138.90 total_reward_ma:6837.26 loss:0.5605 fps:1371 +frame:2.30e+06 wall_t:1677 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.543 +2026-01-08 13:31:30 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7098.10 total_reward_ma:6842.75 loss:1.957 fps:1373 +frame:2.31e+06 wall_t:1683 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.626 +2026-01-08 13:31:37 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6982.60 total_reward_ma:6847.04 loss:1.907 fps:1373 +frame:2.32e+06 wall_t:1690 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.405 +2026-01-08 13:31:44 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6889.80 total_reward_ma:6850.02 loss:0.8761 fps:1373 +frame:2.33e+06 wall_t:1697 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.286 +2026-01-08 13:31:52 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6771.60 total_reward_ma:6851.94 loss:0.7872 fps:1372 +frame:2.34e+06 wall_t:1705 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.633 +2026-01-08 13:31:59 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6678.80 total_reward_ma:6853.54 loss:1.193 fps:1373 +frame:2.35e+06 wall_t:1712 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.362 +2026-01-08 13:32:06 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6544.10 total_reward_ma:6854.22 loss:0.986 fps:1373 +frame:2.36e+06 wall_t:1719 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.591 +2026-01-08 13:32:13 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6369.50 total_reward_ma:6853.42 loss:1.373 fps:1373 +frame:2.37e+06 wall_t:1726 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.848 +2026-01-08 13:32:21 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6245.10 total_reward_ma:6851.46 loss:1.264 fps:1373 +frame:2.38e+06 wall_t:1734 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.534 +2026-01-08 13:32:27 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6129.10 total_reward_ma:6847.84 loss:1.268 fps:1374 +frame:2.39e+06 wall_t:1740 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.678 +2026-01-08 13:32:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6068.70 total_reward_ma:6842.77 loss:1.073 fps:1374 +frame:2.40e+06 wall_t:1747 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.366 +2026-01-08 13:32:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6030.80 total_reward_ma:6837.24 loss:1.921 fps:1374 +frame:2.41e+06 wall_t:1754 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.637 +2026-01-08 13:32:48 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5990.30 total_reward_ma:6830.73 loss:1.646 fps:1374 +frame:2.42e+06 wall_t:1761 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.396 +2026-01-08 13:32:55 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:5985.20 total_reward_ma:6824.52 loss:0.9549 fps:1374 +frame:2.43e+06 wall_t:1768 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.591 +2026-01-08 13:33:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6036.10 total_reward_ma:6817.92 loss:0.813 fps:1373 +frame:2.44e+06 wall_t:1777 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.435 +2026-01-08 13:33:12 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6189.70 total_reward_ma:6812.21 loss:0.4963 fps:1373 +frame:2.45e+06 wall_t:1785 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.567 +2026-01-08 13:33:19 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6169.70 total_reward_ma:6805.85 loss:1.389 fps:1373 +frame:2.46e+06 wall_t:1792 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.496 +2026-01-08 13:33:26 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6210.60 total_reward_ma:6800.92 loss:0.8534 fps:1373 +frame:2.47e+06 wall_t:1799 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.81 +2026-01-08 13:33:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6350.10 total_reward_ma:6797.42 loss:0.7268 fps:1372 +frame:2.48e+06 wall_t:1807 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.55 +2026-01-08 13:33:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6417.20 total_reward_ma:6793.88 loss:1.005 fps:1372 +frame:2.49e+06 wall_t:1815 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.646 +2026-01-08 13:33:49 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6488.00 total_reward_ma:6790.86 loss:0.6738 fps:1372 +frame:2.50e+06 wall_t:1822 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.428 +2026-01-08 13:33:57 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6601.00 total_reward_ma:6788.92 loss:0.4979 fps:1372 +frame:2.51e+06 wall_t:1830 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.581 +2026-01-08 13:34:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6727.90 total_reward_ma:6787.98 loss:0.8816 fps:1372 +frame:2.52e+06 wall_t:1837 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.421 +2026-01-08 13:34:12 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6741.50 total_reward_ma:6787.62 loss:0.7907 fps:1371 +frame:2.53e+06 wall_t:1845 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.518 +2026-01-08 13:34:19 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6873.70 total_reward_ma:6788.83 loss:1.886 fps:1371 +frame:2.54e+06 wall_t:1852 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.572 +2026-01-08 13:34:26 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6880.70 total_reward_ma:6790.38 loss:0.807 fps:1372 +frame:2.55e+06 wall_t:1859 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.406 +2026-01-08 13:34:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6943.30 total_reward_ma:6792.86 loss:1.101 fps:1371 +frame:2.56e+06 wall_t:1867 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.789 +2026-01-08 13:34:40 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6941.80 total_reward_ma:6794.95 loss:1.533 fps:1372 +frame:2.57e+06 wall_t:1873 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.278 +2026-01-08 13:34:47 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6879.50 total_reward_ma:6796.35 loss:0.8328 fps:1372 +frame:2.58e+06 wall_t:1880 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.225 +2026-01-08 13:34:54 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6836.90 total_reward_ma:6797.42 loss:1.999 fps:1373 +frame:2.59e+06 wall_t:1887 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.106 +2026-01-08 13:35:01 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6845.80 total_reward_ma:6798.11 loss:0.9588 fps:1373 +frame:2.60e+06 wall_t:1894 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.449 +2026-01-08 13:35:08 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6869.60 total_reward_ma:6798.67 loss:2.246 fps:1373 +frame:2.61e+06 wall_t:1901 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.369 +2026-01-08 13:35:15 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6832.50 total_reward_ma:6798.77 loss:0.6492 fps:1373 +frame:2.62e+06 wall_t:1908 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.434 +2026-01-08 13:35:22 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6804.60 total_reward_ma:6798.60 loss:0.701 fps:1373 +frame:2.63e+06 wall_t:1915 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.235 +2026-01-08 13:35:29 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6777.30 total_reward_ma:6797.67 loss:1.332 fps:1374 +frame:2.64e+06 wall_t:1922 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.372 +2026-01-08 13:35:36 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6820.20 total_reward_ma:6796.47 loss:0.7436 fps:1374 +frame:2.65e+06 wall_t:1929 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.4 +2026-01-08 13:35:43 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6715.30 total_reward_ma:6793.86 loss:0.6894 fps:1374 +frame:2.66e+06 wall_t:1936 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.503 +2026-01-08 13:35:50 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6728.30 total_reward_ma:6791.06 loss:0.9727 fps:1374 +frame:2.67e+06 wall_t:1943 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.592 +2026-01-08 13:35:57 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6789.80 total_reward_ma:6788.21 loss:1.052 fps:1374 +frame:2.68e+06 wall_t:1950 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.64 +2026-01-08 13:36:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6818.40 total_reward_ma:6785.28 loss:1.059 fps:1375 +frame:2.69e+06 wall_t:1957 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.545 +2026-01-08 13:36:11 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6880.30 total_reward_ma:6782.05 loss:1.712 fps:1375 +frame:2.70e+06 wall_t:1964 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.718 +2026-01-08 13:36:19 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6847.90 total_reward_ma:6778.84 loss:0.8462 fps:1374 +frame:2.71e+06 wall_t:1972 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.343 +2026-01-08 13:36:26 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6867.00 total_reward_ma:6776.12 loss:0.6054 fps:1374 +frame:2.72e+06 wall_t:1979 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.825 +2026-01-08 13:36:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6882.20 total_reward_ma:6773.33 loss:1.854 fps:1374 +frame:2.73e+06 wall_t:1987 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.344 +2026-01-08 13:36:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6906.70 total_reward_ma:6771.25 loss:0.4829 fps:1374 +frame:2.74e+06 wall_t:1994 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.798 +2026-01-08 13:36:48 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6933.70 total_reward_ma:6769.47 loss:1.407 fps:1374 +frame:2.75e+06 wall_t:2001 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.572 +2026-01-08 13:36:55 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6893.00 total_reward_ma:6767.31 loss:2.572 fps:1375 +frame:2.76e+06 wall_t:2008 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.437 +2026-01-08 13:37:02 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6948.40 total_reward_ma:6765.72 loss:1.497 fps:1375 +frame:2.77e+06 wall_t:2015 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.568 +2026-01-08 13:37:10 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6944.10 total_reward_ma:6764.48 loss:1.65 fps:1374 +frame:2.78e+06 wall_t:2023 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.311 +2026-01-08 13:37:18 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6954.80 total_reward_ma:6763.46 loss:1.464 fps:1374 +frame:2.79e+06 wall_t:2031 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.38 +2026-01-08 13:37:25 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6972.80 total_reward_ma:6762.84 loss:0.5604 fps:1374 +frame:2.80e+06 wall_t:2038 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.416 +2026-01-08 13:37:32 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6979.50 total_reward_ma:6762.82 loss:0.6997 fps:1374 +frame:2.81e+06 wall_t:2045 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.571 +2026-01-08 13:37:39 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7023.00 total_reward_ma:6763.05 loss:1.092 fps:1374 +frame:2.82e+06 wall_t:2052 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.394 +2026-01-08 13:37:46 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6990.90 total_reward_ma:6762.83 loss:0.5568 fps:1374 +frame:2.83e+06 wall_t:2059 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.81 +2026-01-08 13:37:53 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6919.40 total_reward_ma:6762.04 loss:1.037 fps:1375 +frame:2.84e+06 wall_t:2066 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.48 +2026-01-08 13:38:01 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6971.30 total_reward_ma:6761.84 loss:0.801 fps:1374 +frame:2.85e+06 wall_t:2074 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.72 +2026-01-08 13:38:09 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6971.10 total_reward_ma:6761.70 loss:1.354 fps:1374 +frame:2.86e+06 wall_t:2082 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.341 +2026-01-08 13:38:16 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6915.80 total_reward_ma:6761.55 loss:0.9423 fps:1374 +frame:2.87e+06 wall_t:2089 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.394 +2026-01-08 13:38:23 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6866.30 total_reward_ma:6760.90 loss:0.962 fps:1374 +frame:2.88e+06 wall_t:2096 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.414 +2026-01-08 13:38:30 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6799.50 total_reward_ma:6759.50 loss:1.025 fps:1374 +frame:2.89e+06 wall_t:2103 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.55 +2026-01-08 13:38:37 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6836.70 total_reward_ma:6758.54 loss:0.7864 fps:1374 +frame:2.90e+06 wall_t:2110 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.654 +2026-01-08 13:38:44 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6817.80 total_reward_ma:6757.37 loss:1.319 fps:1375 +frame:2.91e+06 wall_t:2117 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.546 +2026-01-08 13:38:51 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6803.70 total_reward_ma:6756.37 loss:1.214 fps:1375 +frame:2.92e+06 wall_t:2124 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.557 +2026-01-08 13:38:58 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6799.30 total_reward_ma:6755.34 loss:1.005 fps:1375 +frame:2.93e+06 wall_t:2131 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.487 +2026-01-08 13:39:05 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6812.10 total_reward_ma:6754.86 loss:0.9469 fps:1375 +frame:2.94e+06 wall_t:2138 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.535 +2026-01-08 13:39:13 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6753.20 total_reward_ma:6754.44 loss:1.485 fps:1375 +frame:2.95e+06 wall_t:2146 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.538 +2026-01-08 13:39:20 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6768.40 total_reward_ma:6754.68 loss:2.213 fps:1375 +frame:2.96e+06 wall_t:2153 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.749 +2026-01-08 13:39:27 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6760.90 total_reward_ma:6755.49 loss:0.5715 fps:1375 +frame:2.97e+06 wall_t:2160 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.657 +2026-01-08 13:39:35 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6755.80 total_reward_ma:6756.05 loss:0.6092 fps:1375 +frame:2.98e+06 wall_t:2168 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.787 +2026-01-08 13:39:42 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6765.20 total_reward_ma:6756.51 loss:0.9561 fps:1375 +frame:2.99e+06 wall_t:2175 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.675 +2026-01-08 13:39:49 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6765.60 total_reward_ma:6757.42 loss:1.007 fps:1375 +frame:3.00e+06 wall_t:2182 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.692 +2026-01-08 13:39:56 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6707.70 total_reward_ma:6757.35 loss:0.9464 fps:1375 +frame:3.01e+06 wall_t:2189 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.723 +2026-01-08 13:40:04 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6749.90 total_reward_ma:6757.04 loss:0.4971 fps:1375 +frame:3.02e+06 wall_t:2197 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.596 +2026-01-08 13:40:11 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6829.90 total_reward_ma:6756.90 loss:1.109 fps:1375 +frame:3.03e+06 wall_t:2204 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.652 +2026-01-08 13:40:18 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6744.80 total_reward_ma:6756.78 loss:1.249 fps:1375 +frame:3.04e+06 wall_t:2211 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.589 +2026-01-08 13:40:26 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6726.60 total_reward_ma:6756.47 loss:0.9278 fps:1374 +frame:3.05e+06 wall_t:2219 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.629 +2026-01-08 13:40:33 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6724.40 total_reward_ma:6756.28 loss:1.084 fps:1375 +frame:3.06e+06 wall_t:2226 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.665 +2026-01-08 13:40:40 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6782.40 total_reward_ma:6756.30 loss:0.9795 fps:1375 +frame:3.07e+06 wall_t:2233 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.542 +2026-01-08 13:40:47 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6786.70 total_reward_ma:6756.06 loss:0.6321 fps:1375 +frame:3.08e+06 wall_t:2240 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.447 +2026-01-08 13:40:54 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6752.70 total_reward_ma:6755.05 loss:1.573 fps:1375 +frame:3.09e+06 wall_t:2247 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.512 +2026-01-08 13:41:02 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6810.40 total_reward_ma:6755.25 loss:0.5765 fps:1375 +frame:3.10e+06 wall_t:2255 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.585 +2026-01-08 13:41:09 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6784.40 total_reward_ma:6755.20 loss:1.872 fps:1375 +frame:3.11e+06 wall_t:2262 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.429 +2026-01-08 13:41:16 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6730.00 total_reward_ma:6754.60 loss:0.6889 fps:1375 +frame:3.12e+06 wall_t:2269 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.747 +2026-01-08 13:41:23 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6783.30 total_reward_ma:6754.26 loss:1.198 fps:1375 +frame:3.13e+06 wall_t:2276 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.624 +2026-01-08 13:41:31 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6791.70 total_reward_ma:6753.24 loss:0.7232 fps:1375 +frame:3.14e+06 wall_t:2284 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.816 +2026-01-08 13:41:38 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6810.60 total_reward_ma:6753.34 loss:0.6933 fps:1375 +frame:3.15e+06 wall_t:2291 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.739 +2026-01-08 13:41:44 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6855.20 total_reward_ma:6755.01 loss:1.5 fps:1375 +frame:3.16e+06 wall_t:2298 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.882 +2026-01-08 13:41:52 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6897.50 total_reward_ma:6757.34 loss:0.4018 fps:1375 +frame:3.17e+06 wall_t:2305 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.682 +2026-01-08 13:41:59 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6979.10 total_reward_ma:6759.34 loss:1.002 fps:1375 +frame:3.18e+06 wall_t:2312 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.581 +2026-01-08 13:42:07 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7025.70 total_reward_ma:6761.69 loss:2.08 fps:1375 +frame:3.19e+06 wall_t:2320 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.708 +2026-01-08 13:42:14 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7081.20 total_reward_ma:6764.29 loss:1.191 fps:1375 +frame:3.20e+06 wall_t:2327 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.468 +2026-01-08 13:42:22 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7079.30 total_reward_ma:6766.52 loss:1.062 fps:1375 +frame:3.21e+06 wall_t:2335 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.398 +2026-01-08 13:42:29 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7041.80 total_reward_ma:6768.25 loss:1.565 fps:1375 +frame:3.22e+06 wall_t:2342 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.504 +2026-01-08 13:42:37 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7035.90 total_reward_ma:6769.61 loss:1.223 fps:1374 +frame:3.23e+06 wall_t:2350 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.366 +2026-01-08 13:42:44 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7033.60 total_reward_ma:6770.24 loss:1.021 fps:1375 +frame:3.24e+06 wall_t:2357 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.511 +2026-01-08 13:42:51 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7071.70 total_reward_ma:6770.38 loss:1.555 fps:1375 +frame:3.25e+06 wall_t:2364 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.522 +2026-01-08 13:42:59 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7174.20 total_reward_ma:6771.64 loss:0.8445 fps:1374 +frame:3.26e+06 wall_t:2372 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.647 +2026-01-08 13:43:06 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7190.70 total_reward_ma:6773.48 loss:1.245 fps:1375 +frame:3.27e+06 wall_t:2379 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.833 +2026-01-08 13:43:13 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7176.50 total_reward_ma:6775.17 loss:1.568 fps:1375 +frame:3.28e+06 wall_t:2386 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.764 +2026-01-08 13:43:20 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7309.50 total_reward_ma:6777.86 loss:0.5785 fps:1375 +frame:3.29e+06 wall_t:2393 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.845 +2026-01-08 13:43:27 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7321.90 total_reward_ma:6779.69 loss:0.5649 fps:1375 +frame:3.30e+06 wall_t:2400 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.638 +2026-01-08 13:43:34 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7303.30 total_reward_ma:6781.74 loss:1.254 fps:1375 +frame:3.31e+06 wall_t:2407 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.772 +2026-01-08 13:43:41 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7243.10 total_reward_ma:6784.35 loss:0.9113 fps:1375 +frame:3.32e+06 wall_t:2414 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.648 +2026-01-08 13:43:48 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7108.20 total_reward_ma:6786.53 loss:0.8904 fps:1375 +frame:3.33e+06 wall_t:2421 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.666 +2026-01-08 13:43:54 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7052.20 total_reward_ma:6789.34 loss:1.817 fps:1376 +frame:3.34e+06 wall_t:2428 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.399 +2026-01-08 13:44:02 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7002.20 total_reward_ma:6792.57 loss:1.483 fps:1376 +frame:3.35e+06 wall_t:2435 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.656 +2026-01-08 13:44:09 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6977.30 total_reward_ma:6796.90 loss:0.5422 fps:1376 +frame:3.36e+06 wall_t:2442 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.651 +2026-01-08 13:44:16 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7004.10 total_reward_ma:6803.25 loss:0.8238 fps:1376 +frame:3.37e+06 wall_t:2449 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.676 +2026-01-08 13:44:23 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7035.40 total_reward_ma:6811.15 loss:0.5681 fps:1376 +frame:3.38e+06 wall_t:2456 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.825 +2026-01-08 13:44:30 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7026.70 total_reward_ma:6820.13 loss:1.549 fps:1376 +frame:3.39e+06 wall_t:2463 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.438 +2026-01-08 13:44:38 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7005.50 total_reward_ma:6829.50 loss:0.7263 fps:1376 +frame:3.40e+06 wall_t:2471 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.748 +2026-01-08 13:44:45 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7027.20 total_reward_ma:6839.46 loss:0.913 fps:1376 +frame:3.41e+06 wall_t:2478 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.357 +2026-01-08 13:44:51 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6859.50 total_reward_ma:6848.15 loss:0.4042 fps:1376 +frame:3.42e+06 wall_t:2485 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.75 +2026-01-08 13:45:00 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6823.50 total_reward_ma:6856.53 loss:1.213 fps:1376 +frame:3.43e+06 wall_t:2493 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.591 +2026-01-08 13:45:08 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6805.20 total_reward_ma:6864.23 loss:0.6232 fps:1375 +frame:3.44e+06 wall_t:2501 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.806 +2026-01-08 13:45:15 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6809.30 total_reward_ma:6870.42 loss:1.737 fps:1376 +frame:3.45e+06 wall_t:2508 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.507 +2026-01-08 13:45:22 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:6885.30 total_reward_ma:6877.58 loss:1.255 fps:1376 +frame:3.46e+06 wall_t:2515 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.417 +2026-01-08 13:45:30 | INFO | PID:1276 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_krull_t0_s0 [train] +total_reward:7000.20 total_reward_ma:6885.47 loss:1.418 fps:1375 +frame:3.47e+06 wall_t:2523 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.385 diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s1.log b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..dd34ed156bbe22a361bb2ff24e051ff2aee9aa2f --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-08 13:03:25 | INFO | PID:1277 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:03:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:58.33 total_reward_ma:58.33 loss:0.6477 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:2.823 +2026-01-08 13:03:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:1860.00 total_reward_ma:959.17 loss:0.6309 fps:909.1 +frame:2.00e+04 wall_t:22 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.787 +2026-01-08 13:03:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:2821.25 total_reward_ma:1579.86 loss:0.3838 fps:1071 +frame:3.00e+04 wall_t:28 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.769 +2026-01-08 13:04:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:2950.00 total_reward_ma:1922.40 loss:0.8283 fps:1081 +frame:4.00e+04 wall_t:37 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.709 +2026-01-08 13:04:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3066.45 total_reward_ma:2151.21 loss:0.4583 fps:1136 +frame:5.00e+04 wall_t:44 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.69 +2026-01-08 13:04:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3073.61 total_reward_ma:2304.94 loss:0.5701 fps:1176 +frame:6.00e+04 wall_t:51 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.619 +2026-01-08 13:04:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3178.91 total_reward_ma:2429.79 loss:0.2924 fps:1228 +frame:7.00e+04 wall_t:57 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.717 +2026-01-08 13:04:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3149.23 total_reward_ma:2519.72 loss:0.6191 fps:1250 +frame:8.00e+04 wall_t:64 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.572 +2026-01-08 13:04:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3151.90 total_reward_ma:2589.97 loss:0.5814 fps:1286 +frame:9.00e+04 wall_t:70 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.6 +2026-01-08 13:04:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3198.82 total_reward_ma:2650.85 loss:0.3595 fps:1299 +frame:1.00e+05 wall_t:77 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.51 +2026-01-08 13:04:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3150.41 total_reward_ma:2696.27 loss:0.5841 fps:1294 +frame:1.10e+05 wall_t:85 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.428 +2026-01-08 13:04:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3145.49 total_reward_ma:2733.70 loss:0.4577 fps:1304 +frame:1.20e+05 wall_t:92 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.587 +2026-01-08 13:05:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3151.98 total_reward_ma:2765.88 loss:0.5888 fps:1313 +frame:1.30e+05 wall_t:99 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.438 +2026-01-08 13:05:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3180.84 total_reward_ma:2795.52 loss:0.5754 fps:1321 +frame:1.40e+05 wall_t:106 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.471 +2026-01-08 13:05:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3235.00 total_reward_ma:2824.82 loss:0.7117 fps:1327 +frame:1.50e+05 wall_t:113 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.483 +2026-01-08 13:05:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3256.40 total_reward_ma:2851.79 loss:0.6892 fps:1333 +frame:1.60e+05 wall_t:120 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.387 +2026-01-08 13:05:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3220.80 total_reward_ma:2873.50 loss:0.4304 fps:1339 +frame:1.70e+05 wall_t:127 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.509 +2026-01-08 13:05:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3262.40 total_reward_ma:2895.10 loss:0.6857 fps:1343 +frame:1.80e+05 wall_t:134 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.346 +2026-01-08 13:05:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3274.30 total_reward_ma:2915.06 loss:0.7352 fps:1357 +frame:1.90e+05 wall_t:140 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.299 +2026-01-08 13:05:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3287.00 total_reward_ma:2933.66 loss:0.7614 fps:1361 +frame:2.00e+05 wall_t:147 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.171 +2026-01-08 13:06:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3354.50 total_reward_ma:2953.70 loss:1.008 fps:1364 +frame:2.10e+05 wall_t:154 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.162 +2026-01-08 13:06:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3391.10 total_reward_ma:2973.58 loss:0.6262 fps:1366 +frame:2.20e+05 wall_t:161 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.291 +2026-01-08 13:06:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3425.80 total_reward_ma:2993.24 loss:0.5564 fps:1361 +frame:2.30e+05 wall_t:169 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.266 +2026-01-08 13:06:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3460.80 total_reward_ma:3012.72 loss:0.8781 fps:1364 +frame:2.40e+05 wall_t:176 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.282 +2026-01-08 13:06:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3460.50 total_reward_ma:3030.63 loss:0.6332 fps:1366 +frame:2.50e+05 wall_t:183 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.267 +2026-01-08 13:06:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3470.90 total_reward_ma:3047.57 loss:0.6769 fps:1368 +frame:2.60e+05 wall_t:190 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.265 +2026-01-08 13:06:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3472.20 total_reward_ma:3063.29 loss:0.5784 fps:1378 +frame:2.70e+05 wall_t:196 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.238 +2026-01-08 13:06:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3508.40 total_reward_ma:3079.19 loss:1.166 fps:1373 +frame:2.80e+05 wall_t:204 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.24 +2026-01-08 13:06:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3526.70 total_reward_ma:3094.62 loss:0.8103 fps:1374 +frame:2.90e+05 wall_t:211 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.247 +2026-01-08 13:07:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3547.50 total_reward_ma:3109.72 loss:0.6515 fps:1376 +frame:3.00e+05 wall_t:218 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.194 +2026-01-08 13:07:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3576.80 total_reward_ma:3124.78 loss:0.7856 fps:1372 +frame:3.10e+05 wall_t:226 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.106 +2026-01-08 13:07:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3656.70 total_reward_ma:3141.41 loss:1.313 fps:1368 +frame:3.20e+05 wall_t:234 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.131 +2026-01-08 13:07:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3648.00 total_reward_ma:3156.76 loss:1.472 fps:1369 +frame:3.30e+05 wall_t:241 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.088 +2026-01-08 13:07:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3643.80 total_reward_ma:3171.08 loss:0.8748 fps:1371 +frame:3.40e+05 wall_t:248 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.971 +2026-01-08 13:07:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3643.20 total_reward_ma:3184.57 loss:1.045 fps:1373 +frame:3.50e+05 wall_t:255 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.133 +2026-01-08 13:07:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3701.90 total_reward_ma:3198.94 loss:1.108 fps:1374 +frame:3.60e+05 wall_t:262 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.122 +2026-01-08 13:07:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3771.50 total_reward_ma:3214.42 loss:1.243 fps:1375 +frame:3.70e+05 wall_t:269 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.838 +2026-01-08 13:08:03 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3902.80 total_reward_ma:3232.53 loss:0.9095 fps:1377 +frame:3.80e+05 wall_t:276 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.818 +2026-01-08 13:08:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:3987.70 total_reward_ma:3251.90 loss:1.255 fps:1378 +frame:3.90e+05 wall_t:283 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.149 +2026-01-08 13:08:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4001.90 total_reward_ma:3270.65 loss:1.646 fps:1379 +frame:4.00e+05 wall_t:290 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.96 +2026-01-08 13:08:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4088.30 total_reward_ma:3290.59 loss:1.162 fps:1376 +frame:4.10e+05 wall_t:298 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.022 +2026-01-08 13:08:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4172.20 total_reward_ma:3311.58 loss:0.9596 fps:1377 +frame:4.20e+05 wall_t:305 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.103 +2026-01-08 13:08:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4242.40 total_reward_ma:3333.23 loss:0.862 fps:1378 +frame:4.30e+05 wall_t:312 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.035 +2026-01-08 13:08:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4231.60 total_reward_ma:3353.64 loss:0.5268 fps:1379 +frame:4.40e+05 wall_t:319 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.11 +2026-01-08 13:08:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4178.90 total_reward_ma:3371.98 loss:1.008 fps:1376 +frame:4.50e+05 wall_t:327 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.823 +2026-01-08 13:09:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4231.20 total_reward_ma:3390.66 loss:0.8776 fps:1377 +frame:4.60e+05 wall_t:334 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.06 +2026-01-08 13:09:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4257.30 total_reward_ma:3409.10 loss:0.9714 fps:1378 +frame:4.70e+05 wall_t:341 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.817 +2026-01-08 13:09:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4319.60 total_reward_ma:3428.07 loss:1.002 fps:1379 +frame:4.80e+05 wall_t:348 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.082 +2026-01-08 13:09:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4358.70 total_reward_ma:3447.06 loss:1.069 fps:1384 +frame:4.90e+05 wall_t:354 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.725 +2026-01-08 13:09:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4302.40 total_reward_ma:3464.17 loss:0.9259 fps:1381 +frame:5.00e+05 wall_t:362 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.787 +2026-01-08 13:09:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4270.00 total_reward_ma:3479.97 loss:0.9514 fps:1386 +frame:5.10e+05 wall_t:368 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.484 +2026-01-08 13:09:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4416.80 total_reward_ma:3497.99 loss:1.959 fps:1390 +frame:5.20e+05 wall_t:374 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.746 +2026-01-08 13:09:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4502.60 total_reward_ma:3516.94 loss:1.591 fps:1387 +frame:5.30e+05 wall_t:382 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.373 +2026-01-08 13:09:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4555.80 total_reward_ma:3536.18 loss:1.692 fps:1388 +frame:5.40e+05 wall_t:389 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.883 +2026-01-08 13:10:03 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4566.60 total_reward_ma:3554.91 loss:1.302 fps:1389 +frame:5.50e+05 wall_t:396 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.321 +2026-01-08 13:10:09 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4679.70 total_reward_ma:3575.00 loss:1.239 fps:1393 +frame:5.60e+05 wall_t:402 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.522 +2026-01-08 13:10:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4696.50 total_reward_ma:3594.67 loss:1.892 fps:1394 +frame:5.70e+05 wall_t:409 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.528 +2026-01-08 13:10:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:4834.20 total_reward_ma:3616.05 loss:0.8823 fps:1394 +frame:5.80e+05 wall_t:416 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.423 +2026-01-08 13:10:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5002.60 total_reward_ma:3639.55 loss:1.051 fps:1395 +frame:5.90e+05 wall_t:423 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.906 +2026-01-08 13:10:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5028.60 total_reward_ma:3662.70 loss:1.082 fps:1399 +frame:6.00e+05 wall_t:429 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.376 +2026-01-08 13:10:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5114.90 total_reward_ma:3686.50 loss:0.863 fps:1399 +frame:6.10e+05 wall_t:436 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.502 +2026-01-08 13:10:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5128.70 total_reward_ma:3709.77 loss:1.286 fps:1400 +frame:6.20e+05 wall_t:443 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.365 +2026-01-08 13:10:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5241.40 total_reward_ma:3734.08 loss:0.9778 fps:1403 +frame:6.30e+05 wall_t:449 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.633 +2026-01-08 13:11:03 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5314.80 total_reward_ma:3758.78 loss:0.8728 fps:1400 +frame:6.40e+05 wall_t:457 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.531 +2026-01-08 13:11:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5455.00 total_reward_ma:3784.87 loss:0.9324 fps:1401 +frame:6.50e+05 wall_t:464 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.576 +2026-01-08 13:11:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5493.90 total_reward_ma:3810.77 loss:0.8847 fps:1401 +frame:6.60e+05 wall_t:471 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.53 +2026-01-08 13:11:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5526.40 total_reward_ma:3836.37 loss:0.9102 fps:1402 +frame:6.70e+05 wall_t:478 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.264 +2026-01-08 13:11:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5486.10 total_reward_ma:3860.63 loss:0.9488 fps:1405 +frame:6.80e+05 wall_t:484 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.598 +2026-01-08 13:11:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5548.90 total_reward_ma:3885.10 loss:1.212 fps:1405 +frame:6.90e+05 wall_t:491 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.292 +2026-01-08 13:11:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5575.30 total_reward_ma:3909.25 loss:0.5842 fps:1406 +frame:7.00e+05 wall_t:498 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.458 +2026-01-08 13:11:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5633.30 total_reward_ma:3933.53 loss:0.7145 fps:1406 +frame:7.10e+05 wall_t:505 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.008 +2026-01-08 13:11:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5607.20 total_reward_ma:3956.77 loss:1.108 fps:1409 +frame:7.20e+05 wall_t:511 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.404 +2026-01-08 13:12:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5550.00 total_reward_ma:3978.60 loss:0.8383 fps:1409 +frame:7.30e+05 wall_t:518 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.519 +2026-01-08 13:12:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5614.60 total_reward_ma:4000.71 loss:1.425 fps:1410 +frame:7.40e+05 wall_t:525 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.143 +2026-01-08 13:12:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5667.10 total_reward_ma:4022.93 loss:0.9562 fps:1407 +frame:7.50e+05 wall_t:533 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.544 +2026-01-08 13:12:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5685.00 total_reward_ma:4044.80 loss:0.9615 fps:1407 +frame:7.60e+05 wall_t:540 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.363 +2026-01-08 13:12:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5718.30 total_reward_ma:4066.53 loss:1.23 fps:1408 +frame:7.70e+05 wall_t:547 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.401 +2026-01-08 13:12:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5770.90 total_reward_ma:4088.38 loss:1.099 fps:1405 +frame:7.80e+05 wall_t:555 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.445 +2026-01-08 13:12:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5760.10 total_reward_ma:4109.54 loss:0.8755 fps:1406 +frame:7.90e+05 wall_t:562 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.364 +2026-01-08 13:12:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5720.30 total_reward_ma:4129.68 loss:0.6586 fps:1406 +frame:8.00e+05 wall_t:569 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.242 +2026-01-08 13:13:03 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5693.30 total_reward_ma:4148.98 loss:1.372 fps:1406 +frame:8.10e+05 wall_t:576 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.359 +2026-01-08 13:13:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5690.10 total_reward_ma:4167.77 loss:1.085 fps:1404 +frame:8.20e+05 wall_t:584 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.369 +2026-01-08 13:13:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5816.50 total_reward_ma:4187.64 loss:0.8041 fps:1404 +frame:8.30e+05 wall_t:591 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.613 +2026-01-08 13:13:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5898.30 total_reward_ma:4208.00 loss:0.9546 fps:1405 +frame:8.40e+05 wall_t:598 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.413 +2026-01-08 13:13:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5951.60 total_reward_ma:4228.52 loss:0.817 fps:1407 +frame:8.50e+05 wall_t:604 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.644 +2026-01-08 13:13:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6061.90 total_reward_ma:4249.83 loss:1.21 fps:1408 +frame:8.60e+05 wall_t:611 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.545 +2026-01-08 13:13:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6056.60 total_reward_ma:4270.60 loss:1.17 fps:1408 +frame:8.70e+05 wall_t:618 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.508 +2026-01-08 13:13:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6162.70 total_reward_ma:4292.10 loss:1.061 fps:1408 +frame:8.80e+05 wall_t:625 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.185 +2026-01-08 13:13:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6141.90 total_reward_ma:4312.89 loss:0.9519 fps:1408 +frame:8.90e+05 wall_t:632 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.561 +2026-01-08 13:14:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6182.20 total_reward_ma:4333.66 loss:1.885 fps:1408 +frame:9.00e+05 wall_t:639 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.377 +2026-01-08 13:14:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6139.10 total_reward_ma:4353.50 loss:1.178 fps:1411 +frame:9.10e+05 wall_t:645 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.541 +2026-01-08 13:14:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6122.60 total_reward_ma:4372.73 loss:1.405 fps:1409 +frame:9.20e+05 wall_t:653 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.629 +2026-01-08 13:14:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6082.20 total_reward_ma:4391.11 loss:1.702 fps:1409 +frame:9.30e+05 wall_t:660 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.43 +2026-01-08 13:14:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6074.80 total_reward_ma:4409.02 loss:2.618 fps:1409 +frame:9.40e+05 wall_t:667 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.409 +2026-01-08 13:14:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6053.00 total_reward_ma:4426.32 loss:0.7949 fps:1412 +frame:9.50e+05 wall_t:673 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.423 +2026-01-08 13:14:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6057.10 total_reward_ma:4443.31 loss:1.591 fps:1412 +frame:9.60e+05 wall_t:680 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.432 +2026-01-08 13:14:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6031.80 total_reward_ma:4459.69 loss:1.854 fps:1412 +frame:9.70e+05 wall_t:687 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.352 +2026-01-08 13:15:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5948.60 total_reward_ma:4474.88 loss:0.7745 fps:1412 +frame:9.80e+05 wall_t:694 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.547 +2026-01-08 13:15:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5907.70 total_reward_ma:4489.35 loss:2.106 fps:1412 +frame:9.90e+05 wall_t:701 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.514 +2026-01-08 13:15:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5890.70 total_reward_ma:4503.37 loss:0.9896 fps:1414 +frame:1.00e+06 wall_t:707 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.586 +2026-01-08 13:15:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5916.50 total_reward_ma:4561.95 loss:0.8368 fps:1413 +frame:1.01e+06 wall_t:715 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.393 +2026-01-08 13:15:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5869.40 total_reward_ma:4602.04 loss:0.7415 fps:1413 +frame:1.02e+06 wall_t:722 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.472 +2026-01-08 13:15:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5855.20 total_reward_ma:4632.38 loss:2.643 fps:1415 +frame:1.03e+06 wall_t:728 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.356 +2026-01-08 13:15:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5921.60 total_reward_ma:4662.10 loss:1.929 fps:1413 +frame:1.04e+06 wall_t:736 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.602 +2026-01-08 13:15:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5926.70 total_reward_ma:4690.70 loss:2.479 fps:1413 +frame:1.05e+06 wall_t:743 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.363 +2026-01-08 13:15:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5872.70 total_reward_ma:4718.69 loss:1.341 fps:1413 +frame:1.06e+06 wall_t:750 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.755 +2026-01-08 13:16:03 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5888.90 total_reward_ma:4745.79 loss:1.258 fps:1415 +frame:1.07e+06 wall_t:756 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.627 +2026-01-08 13:16:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5946.80 total_reward_ma:4773.77 loss:0.6445 fps:1415 +frame:1.08e+06 wall_t:763 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.787 +2026-01-08 13:16:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5905.50 total_reward_ma:4801.30 loss:1.502 fps:1416 +frame:1.09e+06 wall_t:770 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.569 +2026-01-08 13:16:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5894.60 total_reward_ma:4828.26 loss:1.299 fps:1416 +frame:1.10e+06 wall_t:777 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.767 +2026-01-08 13:16:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5866.30 total_reward_ma:4855.42 loss:0.8915 fps:1418 +frame:1.11e+06 wall_t:783 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.473 +2026-01-08 13:16:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5929.40 total_reward_ma:4883.26 loss:1.437 fps:1420 +frame:1.12e+06 wall_t:789 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.521 +2026-01-08 13:16:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5930.70 total_reward_ma:4911.05 loss:1.375 fps:1418 +frame:1.13e+06 wall_t:797 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.223 +2026-01-08 13:16:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5887.20 total_reward_ma:4938.11 loss:0.6005 fps:1418 +frame:1.14e+06 wall_t:804 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.51 +2026-01-08 13:16:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5931.00 total_reward_ma:4965.07 loss:1.573 fps:1416 +frame:1.15e+06 wall_t:812 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.378 +2026-01-08 13:17:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5964.40 total_reward_ma:4992.15 loss:1.729 fps:1416 +frame:1.16e+06 wall_t:819 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.5 +2026-01-08 13:17:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5954.00 total_reward_ma:5019.48 loss:1.658 fps:1416 +frame:1.17e+06 wall_t:826 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.481 +2026-01-08 13:17:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5914.40 total_reward_ma:5046.00 loss:1.664 fps:1418 +frame:1.18e+06 wall_t:832 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.759 +2026-01-08 13:17:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:5966.30 total_reward_ma:5072.92 loss:0.6153 fps:1418 +frame:1.19e+06 wall_t:839 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.572 +2026-01-08 13:17:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6017.70 total_reward_ma:5100.23 loss:0.5595 fps:1420 +frame:1.20e+06 wall_t:845 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.595 +2026-01-08 13:17:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6017.10 total_reward_ma:5126.85 loss:1.133 fps:1419 +frame:1.21e+06 wall_t:853 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.557 +2026-01-08 13:17:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6027.60 total_reward_ma:5153.22 loss:1.503 fps:1417 +frame:1.22e+06 wall_t:861 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.593 +2026-01-08 13:17:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6064.00 total_reward_ma:5179.60 loss:1.096 fps:1417 +frame:1.23e+06 wall_t:868 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.348 +2026-01-08 13:18:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6117.10 total_reward_ma:5206.17 loss:0.726 fps:1417 +frame:1.24e+06 wall_t:875 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.551 +2026-01-08 13:18:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6158.50 total_reward_ma:5233.15 loss:0.9297 fps:1416 +frame:1.25e+06 wall_t:883 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.581 +2026-01-08 13:18:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6111.90 total_reward_ma:5259.56 loss:0.624 fps:1416 +frame:1.26e+06 wall_t:890 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.51 +2026-01-08 13:18:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6112.70 total_reward_ma:5285.96 loss:1.04 fps:1416 +frame:1.27e+06 wall_t:897 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.71 +2026-01-08 13:18:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6094.70 total_reward_ma:5311.82 loss:0.6772 fps:1416 +frame:1.28e+06 wall_t:904 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.523 +2026-01-08 13:18:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6086.00 total_reward_ma:5337.42 loss:1.08 fps:1418 +frame:1.29e+06 wall_t:910 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.479 +2026-01-08 13:18:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6069.80 total_reward_ma:5362.64 loss:1.321 fps:1418 +frame:1.30e+06 wall_t:917 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.548 +2026-01-08 13:18:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6103.80 total_reward_ma:5387.91 loss:0.7491 fps:1418 +frame:1.31e+06 wall_t:924 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.711 +2026-01-08 13:18:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6154.50 total_reward_ma:5412.89 loss:0.717 fps:1418 +frame:1.32e+06 wall_t:931 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.464 +2026-01-08 13:19:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6024.40 total_reward_ma:5436.65 loss:0.8474 fps:1418 +frame:1.33e+06 wall_t:938 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.431 +2026-01-08 13:19:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6125.00 total_reward_ma:5461.46 loss:2.256 fps:1418 +frame:1.34e+06 wall_t:945 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.378 +2026-01-08 13:19:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6116.40 total_reward_ma:5486.19 loss:0.545 fps:1418 +frame:1.35e+06 wall_t:952 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.419 +2026-01-08 13:19:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6122.00 total_reward_ma:5510.40 loss:1.418 fps:1420 +frame:1.36e+06 wall_t:958 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.381 +2026-01-08 13:19:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6154.30 total_reward_ma:5534.22 loss:0.7829 fps:1420 +frame:1.37e+06 wall_t:965 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.924 +2026-01-08 13:19:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6122.80 total_reward_ma:5556.42 loss:0.8212 fps:1420 +frame:1.38e+06 wall_t:972 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.272 +2026-01-08 13:19:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6175.10 total_reward_ma:5578.30 loss:0.764 fps:1420 +frame:1.39e+06 wall_t:979 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.874 +2026-01-08 13:19:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6192.80 total_reward_ma:5600.21 loss:0.9479 fps:1420 +frame:1.40e+06 wall_t:986 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.244 +2026-01-08 13:20:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6224.30 total_reward_ma:5621.57 loss:1.435 fps:1420 +frame:1.41e+06 wall_t:993 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.869 +2026-01-08 13:20:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6210.40 total_reward_ma:5641.95 loss:0.7256 fps:1419 +frame:1.42e+06 wall_t:1001 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.327 +2026-01-08 13:20:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6213.30 total_reward_ma:5661.66 loss:1.432 fps:1417 +frame:1.43e+06 wall_t:1009 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.731 +2026-01-08 13:20:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6247.70 total_reward_ma:5681.82 loss:1.064 fps:1417 +frame:1.44e+06 wall_t:1016 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.288 +2026-01-08 13:20:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6306.90 total_reward_ma:5703.10 loss:0.8935 fps:1417 +frame:1.45e+06 wall_t:1023 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.565 +2026-01-08 13:20:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6418.20 total_reward_ma:5724.97 loss:1.363 fps:1419 +frame:1.46e+06 wall_t:1029 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.279 +2026-01-08 13:20:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6365.60 total_reward_ma:5746.05 loss:1.051 fps:1419 +frame:1.47e+06 wall_t:1036 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.252 +2026-01-08 13:20:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6449.00 total_reward_ma:5767.35 loss:0.9316 fps:1419 +frame:1.48e+06 wall_t:1043 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.383 +2026-01-08 13:20:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6377.00 total_reward_ma:5787.53 loss:2.779 fps:1419 +frame:1.49e+06 wall_t:1050 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.128 +2026-01-08 13:21:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6465.80 total_reward_ma:5809.16 loss:1.152 fps:1419 +frame:1.50e+06 wall_t:1057 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.364 +2026-01-08 13:21:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6524.40 total_reward_ma:5831.71 loss:1.633 fps:1421 +frame:1.51e+06 wall_t:1063 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.116 +2026-01-08 13:21:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6573.40 total_reward_ma:5853.27 loss:1.562 fps:1419 +frame:1.52e+06 wall_t:1071 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.481 +2026-01-08 13:21:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6567.80 total_reward_ma:5873.92 loss:0.7932 fps:1419 +frame:1.53e+06 wall_t:1078 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.275 +2026-01-08 13:21:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6586.50 total_reward_ma:5894.23 loss:0.6122 fps:1418 +frame:1.54e+06 wall_t:1086 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.338 +2026-01-08 13:21:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6552.80 total_reward_ma:5914.09 loss:1.6 fps:1418 +frame:1.55e+06 wall_t:1093 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.089 +2026-01-08 13:21:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6584.90 total_reward_ma:5933.15 loss:1.664 fps:1416 +frame:1.56e+06 wall_t:1102 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.302 +2026-01-08 13:21:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6589.40 total_reward_ma:5952.07 loss:0.9203 fps:1416 +frame:1.57e+06 wall_t:1109 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.755 +2026-01-08 13:22:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6550.60 total_reward_ma:5969.24 loss:0.7236 fps:1415 +frame:1.58e+06 wall_t:1117 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.645 +2026-01-08 13:22:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6409.50 total_reward_ma:5983.31 loss:1.663 fps:1415 +frame:1.59e+06 wall_t:1124 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.225 +2026-01-08 13:22:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6442.90 total_reward_ma:5997.45 loss:2.482 fps:1413 +frame:1.60e+06 wall_t:1132 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.451 +2026-01-08 13:22:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6377.30 total_reward_ma:6010.08 loss:1.259 fps:1412 +frame:1.61e+06 wall_t:1140 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.449 +2026-01-08 13:22:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6418.80 total_reward_ma:6022.98 loss:1.048 fps:1412 +frame:1.62e+06 wall_t:1147 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.315 +2026-01-08 13:22:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6292.70 total_reward_ma:6033.49 loss:0.5125 fps:1412 +frame:1.63e+06 wall_t:1154 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.526 +2026-01-08 13:22:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6267.90 total_reward_ma:6043.02 loss:1.448 fps:1413 +frame:1.64e+06 wall_t:1161 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.429 +2026-01-08 13:22:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6229.60 total_reward_ma:6050.77 loss:0.2878 fps:1413 +frame:1.65e+06 wall_t:1168 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.23 +2026-01-08 13:23:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6247.50 total_reward_ma:6058.30 loss:1.827 fps:1414 +frame:1.66e+06 wall_t:1174 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.116 +2026-01-08 13:23:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6292.60 total_reward_ma:6065.96 loss:0.4902 fps:1414 +frame:1.67e+06 wall_t:1181 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.762 +2026-01-08 13:23:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6292.80 total_reward_ma:6074.03 loss:1.33 fps:1413 +frame:1.68e+06 wall_t:1189 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.344 +2026-01-08 13:23:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6236.20 total_reward_ma:6080.90 loss:1.386 fps:1413 +frame:1.69e+06 wall_t:1196 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.648 +2026-01-08 13:23:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6272.40 total_reward_ma:6087.88 loss:0.7509 fps:1414 +frame:1.70e+06 wall_t:1202 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.954 +2026-01-08 13:23:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6325.60 total_reward_ma:6094.80 loss:1.538 fps:1414 +frame:1.71e+06 wall_t:1209 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.048 +2026-01-08 13:23:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6485.00 total_reward_ma:6103.58 loss:0.6114 fps:1414 +frame:1.72e+06 wall_t:1216 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.399 +2026-01-08 13:23:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6574.30 total_reward_ma:6113.82 loss:1.27 fps:1413 +frame:1.73e+06 wall_t:1224 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.288 +2026-01-08 13:23:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6643.50 total_reward_ma:6124.11 loss:1.082 fps:1413 +frame:1.74e+06 wall_t:1231 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.324 +2026-01-08 13:24:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6685.60 total_reward_ma:6134.29 loss:0.8536 fps:1415 +frame:1.75e+06 wall_t:1237 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.162 +2026-01-08 13:24:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6747.70 total_reward_ma:6144.92 loss:0.72 fps:1415 +frame:1.76e+06 wall_t:1244 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.44 +2026-01-08 13:24:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6805.10 total_reward_ma:6155.79 loss:0.931 fps:1415 +frame:1.77e+06 wall_t:1251 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.189 +2026-01-08 13:24:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6846.50 total_reward_ma:6166.54 loss:0.7104 fps:1414 +frame:1.78e+06 wall_t:1259 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.504 +2026-01-08 13:24:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6881.30 total_reward_ma:6177.76 loss:1.163 fps:1415 +frame:1.79e+06 wall_t:1265 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.183 +2026-01-08 13:24:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6905.80 total_reward_ma:6189.61 loss:1.463 fps:1416 +frame:1.80e+06 wall_t:1271 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.456 +2026-01-08 13:24:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6879.90 total_reward_ma:6201.48 loss:2.133 fps:1415 +frame:1.81e+06 wall_t:1279 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.233 +2026-01-08 13:24:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6878.50 total_reward_ma:6213.36 loss:0.7447 fps:1415 +frame:1.82e+06 wall_t:1286 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.366 +2026-01-08 13:25:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6905.60 total_reward_ma:6224.25 loss:1.186 fps:1415 +frame:1.83e+06 wall_t:1293 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.175 +2026-01-08 13:25:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6839.80 total_reward_ma:6233.67 loss:1.548 fps:1415 +frame:1.84e+06 wall_t:1300 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.136 +2026-01-08 13:25:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6739.80 total_reward_ma:6241.55 loss:1.431 fps:1417 +frame:1.85e+06 wall_t:1306 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.494 +2026-01-08 13:25:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6701.00 total_reward_ma:6247.94 loss:1.154 fps:1417 +frame:1.86e+06 wall_t:1313 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.348 +2026-01-08 13:25:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6629.60 total_reward_ma:6253.67 loss:0.4937 fps:1417 +frame:1.87e+06 wall_t:1320 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.419 +2026-01-08 13:25:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6547.60 total_reward_ma:6257.52 loss:2.107 fps:1417 +frame:1.88e+06 wall_t:1327 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.9832 +2026-01-08 13:25:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6529.10 total_reward_ma:6261.39 loss:1.026 fps:1417 +frame:1.89e+06 wall_t:1334 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.533 +2026-01-08 13:25:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6485.40 total_reward_ma:6264.42 loss:1.26 fps:1416 +frame:1.90e+06 wall_t:1342 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.311 +2026-01-08 13:25:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6497.30 total_reward_ma:6268.01 loss:0.8629 fps:1415 +frame:1.91e+06 wall_t:1350 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.28 +2026-01-08 13:26:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6534.70 total_reward_ma:6272.13 loss:1.122 fps:1414 +frame:1.92e+06 wall_t:1358 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.023 +2026-01-08 13:26:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6513.00 total_reward_ma:6276.43 loss:1.85 fps:1413 +frame:1.93e+06 wall_t:1366 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.375 +2026-01-08 13:26:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6607.10 total_reward_ma:6281.76 loss:1.04 fps:1414 +frame:1.94e+06 wall_t:1372 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.523 +2026-01-08 13:26:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6593.20 total_reward_ma:6287.16 loss:0.7329 fps:1414 +frame:1.95e+06 wall_t:1379 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.292 +2026-01-08 13:26:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6672.00 total_reward_ma:6293.31 loss:0.9948 fps:1413 +frame:1.96e+06 wall_t:1387 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.082 +2026-01-08 13:26:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6654.50 total_reward_ma:6299.54 loss:1.888 fps:1414 +frame:1.97e+06 wall_t:1393 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.292 +2026-01-08 13:26:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6618.20 total_reward_ma:6306.23 loss:1.35 fps:1413 +frame:1.98e+06 wall_t:1401 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.798 +2026-01-08 13:26:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6614.20 total_reward_ma:6313.30 loss:1.898 fps:1413 +frame:1.99e+06 wall_t:1408 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.271 +2026-01-08 13:27:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6666.50 total_reward_ma:6321.05 loss:0.8562 fps:1414 +frame:2.00e+06 wall_t:1414 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.604 +2026-01-08 13:27:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6691.00 total_reward_ma:6328.80 loss:0.952 fps:1414 +frame:2.01e+06 wall_t:1421 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.334 +2026-01-08 13:27:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6741.50 total_reward_ma:6337.52 loss:0.956 fps:1415 +frame:2.02e+06 wall_t:1428 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.181 +2026-01-08 13:27:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6864.00 total_reward_ma:6347.61 loss:0.4472 fps:1416 +frame:2.03e+06 wall_t:1434 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.495 +2026-01-08 13:27:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6894.70 total_reward_ma:6357.34 loss:0.8408 fps:1416 +frame:2.04e+06 wall_t:1441 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.9664 +2026-01-08 13:27:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6956.30 total_reward_ma:6367.63 loss:1.593 fps:1416 +frame:2.05e+06 wall_t:1448 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.763 +2026-01-08 13:27:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6974.50 total_reward_ma:6378.65 loss:1.252 fps:1416 +frame:2.06e+06 wall_t:1455 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.9991 +2026-01-08 13:27:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7004.20 total_reward_ma:6389.81 loss:0.8864 fps:1417 +frame:2.07e+06 wall_t:1461 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.436 +2026-01-08 13:27:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6988.30 total_reward_ma:6400.22 loss:2.161 fps:1417 +frame:2.08e+06 wall_t:1468 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.142 +2026-01-08 13:28:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6858.40 total_reward_ma:6409.75 loss:1.084 fps:1417 +frame:2.09e+06 wall_t:1475 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.46 +2026-01-08 13:28:09 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6841.10 total_reward_ma:6419.21 loss:0.5565 fps:1417 +frame:2.10e+06 wall_t:1482 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.126 +2026-01-08 13:28:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6887.70 total_reward_ma:6429.43 loss:0.8085 fps:1417 +frame:2.11e+06 wall_t:1489 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.06 +2026-01-08 13:28:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6946.50 total_reward_ma:6439.60 loss:1.783 fps:1416 +frame:2.12e+06 wall_t:1497 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.047 +2026-01-08 13:28:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6940.60 total_reward_ma:6449.70 loss:2.146 fps:1416 +frame:2.13e+06 wall_t:1504 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.402 +2026-01-08 13:28:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6855.60 total_reward_ma:6459.38 loss:1.08 fps:1416 +frame:2.14e+06 wall_t:1511 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.382 +2026-01-08 13:28:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6815.50 total_reward_ma:6468.23 loss:2.712 fps:1417 +frame:2.15e+06 wall_t:1517 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.007 +2026-01-08 13:28:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6780.00 total_reward_ma:6476.38 loss:1.07 fps:1417 +frame:2.16e+06 wall_t:1524 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.43 +2026-01-08 13:28:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6756.70 total_reward_ma:6484.41 loss:1.396 fps:1417 +frame:2.17e+06 wall_t:1531 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.185 +2026-01-08 13:29:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6694.90 total_reward_ma:6492.22 loss:0.8985 fps:1417 +frame:2.18e+06 wall_t:1538 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.392 +2026-01-08 13:29:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6614.40 total_reward_ma:6498.70 loss:0.9258 fps:1417 +frame:2.19e+06 wall_t:1545 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.419 +2026-01-08 13:29:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6593.40 total_reward_ma:6504.45 loss:0.9292 fps:1418 +frame:2.20e+06 wall_t:1552 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.398 +2026-01-08 13:29:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6676.50 total_reward_ma:6511.05 loss:1.013 fps:1418 +frame:2.21e+06 wall_t:1559 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.276 +2026-01-08 13:29:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6786.20 total_reward_ma:6518.63 loss:0.7951 fps:1418 +frame:2.22e+06 wall_t:1566 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.8192 +2026-01-08 13:29:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6868.30 total_reward_ma:6526.68 loss:1.927 fps:1419 +frame:2.23e+06 wall_t:1572 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.463 +2026-01-08 13:29:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6837.40 total_reward_ma:6533.88 loss:1.33 fps:1419 +frame:2.24e+06 wall_t:1579 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.08 +2026-01-08 13:29:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6893.20 total_reward_ma:6541.23 loss:0.8995 fps:1420 +frame:2.25e+06 wall_t:1585 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.341 +2026-01-08 13:29:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6954.80 total_reward_ma:6549.66 loss:0.4045 fps:1420 +frame:2.26e+06 wall_t:1592 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.028 +2026-01-08 13:30:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6974.30 total_reward_ma:6558.27 loss:1.412 fps:1420 +frame:2.27e+06 wall_t:1599 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.269 +2026-01-08 13:30:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7036.80 total_reward_ma:6567.69 loss:1.003 fps:1420 +frame:2.28e+06 wall_t:1606 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.279 +2026-01-08 13:30:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6921.30 total_reward_ma:6576.05 loss:1.34 fps:1420 +frame:2.29e+06 wall_t:1613 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.589 +2026-01-08 13:30:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6894.50 total_reward_ma:6584.29 loss:2.026 fps:1420 +frame:2.30e+06 wall_t:1620 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.9746 +2026-01-08 13:30:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6906.60 total_reward_ma:6592.32 loss:0.7962 fps:1421 +frame:2.31e+06 wall_t:1626 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.261 +2026-01-08 13:30:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6960.20 total_reward_ma:6600.38 loss:1.295 fps:1421 +frame:2.32e+06 wall_t:1633 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.9426 +2026-01-08 13:30:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6915.40 total_reward_ma:6609.29 loss:0.5701 fps:1422 +frame:2.33e+06 wall_t:1639 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.466 +2026-01-08 13:30:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6930.90 total_reward_ma:6617.35 loss:1.771 fps:1422 +frame:2.34e+06 wall_t:1646 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.098 +2026-01-08 13:31:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6918.00 total_reward_ma:6625.36 loss:1.68 fps:1422 +frame:2.35e+06 wall_t:1653 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.423 +2026-01-08 13:31:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6904.30 total_reward_ma:6633.19 loss:1.639 fps:1422 +frame:2.36e+06 wall_t:1660 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.282 +2026-01-08 13:31:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6873.80 total_reward_ma:6640.38 loss:1.832 fps:1421 +frame:2.37e+06 wall_t:1668 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.457 +2026-01-08 13:31:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6879.30 total_reward_ma:6647.95 loss:1.261 fps:1421 +frame:2.38e+06 wall_t:1675 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.249 +2026-01-08 13:31:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6826.70 total_reward_ma:6654.46 loss:1.779 fps:1422 +frame:2.39e+06 wall_t:1681 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.33 +2026-01-08 13:31:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6927.00 total_reward_ma:6661.80 loss:2.976 fps:1422 +frame:2.40e+06 wall_t:1688 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.626 +2026-01-08 13:31:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6883.50 total_reward_ma:6668.40 loss:1.377 fps:1422 +frame:2.41e+06 wall_t:1695 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.513 +2026-01-08 13:31:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6928.80 total_reward_ma:6675.58 loss:0.9758 fps:1422 +frame:2.42e+06 wall_t:1702 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.606 +2026-01-08 13:31:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7061.00 total_reward_ma:6684.06 loss:0.7146 fps:1421 +frame:2.43e+06 wall_t:1710 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.065 +2026-01-08 13:32:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7022.00 total_reward_ma:6691.80 loss:1.921 fps:1421 +frame:2.44e+06 wall_t:1717 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.554 +2026-01-08 13:32:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6980.30 total_reward_ma:6698.53 loss:2.143 fps:1420 +frame:2.45e+06 wall_t:1725 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.312 +2026-01-08 13:32:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7028.00 total_reward_ma:6704.63 loss:1.568 fps:1420 +frame:2.46e+06 wall_t:1732 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.624 +2026-01-08 13:32:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7020.00 total_reward_ma:6711.18 loss:1.085 fps:1420 +frame:2.47e+06 wall_t:1739 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.096 +2026-01-08 13:32:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6930.60 total_reward_ma:6715.99 loss:1.428 fps:1421 +frame:2.48e+06 wall_t:1745 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.834 +2026-01-08 13:32:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6957.70 total_reward_ma:6721.80 loss:0.8162 fps:1421 +frame:2.49e+06 wall_t:1752 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.296 +2026-01-08 13:32:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7032.40 total_reward_ma:6727.46 loss:0.7943 fps:1420 +frame:2.50e+06 wall_t:1760 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.308 +2026-01-08 13:32:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6986.20 total_reward_ma:6732.08 loss:1.815 fps:1420 +frame:2.51e+06 wall_t:1768 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.36 +2026-01-08 13:33:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6913.80 total_reward_ma:6735.49 loss:1.209 fps:1418 +frame:2.52e+06 wall_t:1777 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.639 +2026-01-08 13:33:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6902.80 total_reward_ma:6738.84 loss:0.77 fps:1418 +frame:2.53e+06 wall_t:1784 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.068 +2026-01-08 13:33:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6822.40 total_reward_ma:6741.20 loss:1.886 fps:1418 +frame:2.54e+06 wall_t:1791 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.317 +2026-01-08 13:33:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6857.10 total_reward_ma:6744.24 loss:1.161 fps:1418 +frame:2.55e+06 wall_t:1798 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.249 +2026-01-08 13:33:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6837.40 total_reward_ma:6746.76 loss:0.8887 fps:1417 +frame:2.56e+06 wall_t:1807 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.259 +2026-01-08 13:33:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6845.10 total_reward_ma:6749.32 loss:0.6906 fps:1417 +frame:2.57e+06 wall_t:1814 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.34 +2026-01-08 13:33:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6842.00 total_reward_ma:6752.23 loss:1.464 fps:1416 +frame:2.58e+06 wall_t:1822 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.038 +2026-01-08 13:33:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6826.70 total_reward_ma:6756.41 loss:1.57 fps:1416 +frame:2.59e+06 wall_t:1829 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.343 +2026-01-08 13:34:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6827.30 total_reward_ma:6760.25 loss:1.023 fps:1415 +frame:2.60e+06 wall_t:1837 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.032 +2026-01-08 13:34:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6795.10 total_reward_ma:6764.43 loss:0.614 fps:1415 +frame:2.61e+06 wall_t:1844 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.402 +2026-01-08 13:34:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6792.10 total_reward_ma:6768.16 loss:0.4591 fps:1415 +frame:2.62e+06 wall_t:1851 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.056 +2026-01-08 13:34:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6924.20 total_reward_ma:6774.48 loss:0.9155 fps:1416 +frame:2.63e+06 wall_t:1858 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.301 +2026-01-08 13:34:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6919.30 total_reward_ma:6780.99 loss:1.27 fps:1416 +frame:2.64e+06 wall_t:1864 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.318 +2026-01-08 13:34:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7019.50 total_reward_ma:6788.89 loss:0.6188 fps:1416 +frame:2.65e+06 wall_t:1871 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.115 +2026-01-08 13:34:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7133.20 total_reward_ma:6797.75 loss:1.186 fps:1416 +frame:2.66e+06 wall_t:1878 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.273 +2026-01-08 13:34:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7201.50 total_reward_ma:6806.84 loss:1.042 fps:1416 +frame:2.67e+06 wall_t:1885 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.049 +2026-01-08 13:34:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7200.60 total_reward_ma:6815.91 loss:0.6591 fps:1416 +frame:2.68e+06 wall_t:1892 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.202 +2026-01-08 13:35:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7172.00 total_reward_ma:6825.27 loss:2.072 fps:1417 +frame:2.69e+06 wall_t:1898 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.152 +2026-01-08 13:35:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7221.40 total_reward_ma:6834.76 loss:0.7292 fps:1417 +frame:2.70e+06 wall_t:1905 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.468 +2026-01-08 13:35:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7213.50 total_reward_ma:6843.64 loss:1.629 fps:1418 +frame:2.71e+06 wall_t:1911 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.345 +2026-01-08 13:35:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7195.70 total_reward_ma:6850.75 loss:1.057 fps:1418 +frame:2.72e+06 wall_t:1918 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.123 +2026-01-08 13:35:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7143.80 total_reward_ma:6856.44 loss:1.073 fps:1417 +frame:2.73e+06 wall_t:1926 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.179 +2026-01-08 13:35:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7149.30 total_reward_ma:6861.50 loss:2.28 fps:1418 +frame:2.74e+06 wall_t:1932 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.307 +2026-01-08 13:35:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7160.60 total_reward_ma:6866.25 loss:1.518 fps:1418 +frame:2.75e+06 wall_t:1939 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.288 +2026-01-08 13:35:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7114.90 total_reward_ma:6869.92 loss:3.367 fps:1418 +frame:2.76e+06 wall_t:1946 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.004 +2026-01-08 13:36:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7025.90 total_reward_ma:6872.13 loss:0.9522 fps:1418 +frame:2.77e+06 wall_t:1953 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.529 +2026-01-08 13:36:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6986.70 total_reward_ma:6873.53 loss:1.979 fps:1418 +frame:2.78e+06 wall_t:1960 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.799 +2026-01-08 13:36:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7037.20 total_reward_ma:6875.09 loss:0.988 fps:1418 +frame:2.79e+06 wall_t:1968 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.37 +2026-01-08 13:36:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6927.70 total_reward_ma:6875.31 loss:2.731 fps:1417 +frame:2.80e+06 wall_t:1976 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.25 +2026-01-08 13:36:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6927.20 total_reward_ma:6875.78 loss:1.271 fps:1417 +frame:2.81e+06 wall_t:1983 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.454 +2026-01-08 13:36:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7000.50 total_reward_ma:6877.00 loss:2.266 fps:1416 +frame:2.82e+06 wall_t:1991 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.8873 +2026-01-08 13:36:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:6953.50 total_reward_ma:6877.48 loss:2.389 fps:1416 +frame:2.83e+06 wall_t:1998 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.151 +2026-01-08 13:36:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7023.10 total_reward_ma:6879.32 loss:2.13 fps:1416 +frame:2.84e+06 wall_t:2006 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.7933 +2026-01-08 13:37:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7045.00 total_reward_ma:6882.37 loss:0.8779 fps:1415 +frame:2.85e+06 wall_t:2014 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.366 +2026-01-08 13:37:09 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7149.50 total_reward_ma:6886.85 loss:2.762 fps:1414 +frame:2.86e+06 wall_t:2022 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.9309 +2026-01-08 13:37:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7306.20 total_reward_ma:6893.62 loss:0.8882 fps:1413 +frame:2.87e+06 wall_t:2031 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.314 +2026-01-08 13:37:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7377.80 total_reward_ma:6901.92 loss:1.708 fps:1413 +frame:2.88e+06 wall_t:2038 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.23 +2026-01-08 13:37:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7370.50 total_reward_ma:6910.33 loss:0.9656 fps:1413 +frame:2.89e+06 wall_t:2045 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.178 +2026-01-08 13:37:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7368.20 total_reward_ma:6919.16 loss:0.743 fps:1413 +frame:2.90e+06 wall_t:2052 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.05 +2026-01-08 13:37:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7349.80 total_reward_ma:6927.69 loss:1.102 fps:1413 +frame:2.91e+06 wall_t:2059 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.219 +2026-01-08 13:37:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7405.30 total_reward_ma:6936.39 loss:1.073 fps:1413 +frame:2.92e+06 wall_t:2066 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.482 +2026-01-08 13:38:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7315.40 total_reward_ma:6944.42 loss:1.154 fps:1413 +frame:2.93e+06 wall_t:2073 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.574 +2026-01-08 13:38:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7403.40 total_reward_ma:6952.38 loss:0.7878 fps:1413 +frame:2.94e+06 wall_t:2081 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.296 +2026-01-08 13:38:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7328.30 total_reward_ma:6959.73 loss:1.568 fps:1413 +frame:2.95e+06 wall_t:2088 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.433 +2026-01-08 13:38:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7322.20 total_reward_ma:6966.23 loss:1.93 fps:1413 +frame:2.96e+06 wall_t:2095 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.773 +2026-01-08 13:38:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7227.60 total_reward_ma:6971.96 loss:1.822 fps:1413 +frame:2.97e+06 wall_t:2102 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.105 +2026-01-08 13:38:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7252.40 total_reward_ma:6978.31 loss:0.7408 fps:1413 +frame:2.98e+06 wall_t:2109 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.233 +2026-01-08 13:38:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7194.80 total_reward_ma:6984.11 loss:0.6952 fps:1414 +frame:2.99e+06 wall_t:2115 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.134 +2026-01-08 13:38:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7172.50 total_reward_ma:6989.17 loss:1.063 fps:1414 +frame:3.00e+06 wall_t:2122 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.386 +2026-01-08 13:38:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7131.40 total_reward_ma:6993.58 loss:2.191 fps:1414 +frame:3.01e+06 wall_t:2129 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.318 +2026-01-08 13:39:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7111.20 total_reward_ma:6997.27 loss:0.5362 fps:1413 +frame:3.02e+06 wall_t:2137 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.415 +2026-01-08 13:39:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7100.50 total_reward_ma:6999.64 loss:2.021 fps:1413 +frame:3.03e+06 wall_t:2144 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.151 +2026-01-08 13:39:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7105.40 total_reward_ma:7001.75 loss:0.9912 fps:1414 +frame:3.04e+06 wall_t:2150 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.499 +2026-01-08 13:39:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7055.90 total_reward_ma:7002.74 loss:0.9764 fps:1413 +frame:3.05e+06 wall_t:2158 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.9552 +2026-01-08 13:39:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7014.70 total_reward_ma:7003.14 loss:2.594 fps:1413 +frame:3.06e+06 wall_t:2165 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.425 +2026-01-08 13:39:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7055.80 total_reward_ma:7003.66 loss:1.724 fps:1413 +frame:3.07e+06 wall_t:2172 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.8394 +2026-01-08 13:39:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7123.70 total_reward_ma:7005.01 loss:1.385 fps:1414 +frame:3.08e+06 wall_t:2178 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.9724 +2026-01-08 13:39:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7169.90 total_reward_ma:7008.13 loss:0.6569 fps:1414 +frame:3.09e+06 wall_t:2185 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.052 +2026-01-08 13:39:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7154.80 total_reward_ma:7011.27 loss:1.798 fps:1414 +frame:3.10e+06 wall_t:2192 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.9599 +2026-01-08 13:40:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7236.20 total_reward_ma:7014.75 loss:0.9667 fps:1414 +frame:3.11e+06 wall_t:2200 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.653 +2026-01-08 13:40:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7229.70 total_reward_ma:7017.58 loss:0.4892 fps:1413 +frame:3.12e+06 wall_t:2208 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.9359 +2026-01-08 13:40:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7233.40 total_reward_ma:7020.51 loss:0.9799 fps:1413 +frame:3.13e+06 wall_t:2215 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.491 +2026-01-08 13:40:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7267.80 total_reward_ma:7024.63 loss:1.556 fps:1413 +frame:3.14e+06 wall_t:2222 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.084 +2026-01-08 13:40:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7243.90 total_reward_ma:7028.92 loss:0.9509 fps:1413 +frame:3.15e+06 wall_t:2229 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.322 +2026-01-08 13:40:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7264.40 total_reward_ma:7033.76 loss:1.965 fps:1413 +frame:3.16e+06 wall_t:2236 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.188 +2026-01-08 13:40:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7334.20 total_reward_ma:7039.54 loss:0.7397 fps:1413 +frame:3.17e+06 wall_t:2243 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.9695 +2026-01-08 13:40:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7372.90 total_reward_ma:7046.31 loss:1.573 fps:1413 +frame:3.18e+06 wall_t:2251 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.188 +2026-01-08 13:41:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7483.10 total_reward_ma:7055.00 loss:0.4739 fps:1413 +frame:3.19e+06 wall_t:2258 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.431 +2026-01-08 13:41:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7551.50 total_reward_ma:7064.58 loss:1.502 fps:1413 +frame:3.20e+06 wall_t:2265 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.386 +2026-01-08 13:41:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7520.30 total_reward_ma:7073.02 loss:0.685 fps:1412 +frame:3.21e+06 wall_t:2273 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.382 +2026-01-08 13:41:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7559.80 total_reward_ma:7080.76 loss:0.782 fps:1412 +frame:3.22e+06 wall_t:2280 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.157 +2026-01-08 13:41:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7611.70 total_reward_ma:7088.19 loss:1.346 fps:1412 +frame:3.23e+06 wall_t:2287 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.246 +2026-01-08 13:41:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7565.30 total_reward_ma:7095.47 loss:2.08 fps:1412 +frame:3.24e+06 wall_t:2294 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.481 +2026-01-08 13:41:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7536.80 total_reward_ma:7101.91 loss:0.6329 fps:1412 +frame:3.25e+06 wall_t:2301 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.138 +2026-01-08 13:41:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7528.40 total_reward_ma:7107.64 loss:0.8128 fps:1412 +frame:3.26e+06 wall_t:2309 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.9015 +2026-01-08 13:42:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7528.60 total_reward_ma:7113.19 loss:1.169 fps:1411 +frame:3.27e+06 wall_t:2318 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.361 +2026-01-08 13:42:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7542.00 total_reward_ma:7118.24 loss:0.7386 fps:1411 +frame:3.28e+06 wall_t:2325 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.178 +2026-01-08 13:42:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7531.20 total_reward_ma:7124.34 loss:0.9922 fps:1410 +frame:3.29e+06 wall_t:2333 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.9513 +2026-01-08 13:42:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7541.90 total_reward_ma:7130.81 loss:0.8651 fps:1410 +frame:3.30e+06 wall_t:2341 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.9209 +2026-01-08 13:42:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7479.90 total_reward_ma:7136.54 loss:1.18 fps:1410 +frame:3.31e+06 wall_t:2348 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.879 +2026-01-08 13:42:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7342.70 total_reward_ma:7140.37 loss:1.861 fps:1410 +frame:3.32e+06 wall_t:2355 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.124 +2026-01-08 13:42:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7343.30 total_reward_ma:7144.65 loss:0.8313 fps:1410 +frame:3.33e+06 wall_t:2362 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.151 +2026-01-08 13:42:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7244.00 total_reward_ma:7147.78 loss:1.264 fps:1410 +frame:3.34e+06 wall_t:2369 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.009 +2026-01-08 13:43:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7169.60 total_reward_ma:7150.29 loss:1.716 fps:1409 +frame:3.35e+06 wall_t:2377 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.1 +2026-01-08 13:43:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7166.20 total_reward_ma:7152.91 loss:1.214 fps:1409 +frame:3.36e+06 wall_t:2384 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.05 +2026-01-08 13:43:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7173.80 total_reward_ma:7155.91 loss:1.183 fps:1409 +frame:3.37e+06 wall_t:2391 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.9025 +2026-01-08 13:43:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7248.80 total_reward_ma:7159.61 loss:0.3363 fps:1410 +frame:3.38e+06 wall_t:2398 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.381 +2026-01-08 13:43:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7255.70 total_reward_ma:7163.90 loss:3.622 fps:1410 +frame:3.39e+06 wall_t:2405 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.088 +2026-01-08 13:43:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7227.20 total_reward_ma:7166.90 loss:1.037 fps:1410 +frame:3.40e+06 wall_t:2412 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.644 +2026-01-08 13:43:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7266.00 total_reward_ma:7170.73 loss:0.5832 fps:1410 +frame:3.41e+06 wall_t:2418 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.04 +2026-01-08 13:43:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7325.60 total_reward_ma:7174.69 loss:0.7524 fps:1411 +frame:3.42e+06 wall_t:2424 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.349 +2026-01-08 13:43:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7230.50 total_reward_ma:7176.39 loss:1.409 fps:1411 +frame:3.43e+06 wall_t:2431 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.7991 +2026-01-08 13:44:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7249.30 total_reward_ma:7178.66 loss:0.891 fps:1411 +frame:3.44e+06 wall_t:2438 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.506 +2026-01-08 13:44:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7369.90 total_reward_ma:7182.56 loss:2.318 fps:1411 +frame:3.45e+06 wall_t:2445 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.175 +2026-01-08 13:44:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7375.70 total_reward_ma:7186.04 loss:1.204 fps:1411 +frame:3.46e+06 wall_t:2452 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.098 +2026-01-08 13:44:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7411.30 total_reward_ma:7189.95 loss:1.35 fps:1411 +frame:3.47e+06 wall_t:2459 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.098 +2026-01-08 13:44:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7433.60 total_reward_ma:7194.98 loss:1.32 fps:1411 +frame:3.48e+06 wall_t:2467 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.248 +2026-01-08 13:44:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7417.90 total_reward_ma:7199.58 loss:3.181 fps:1410 +frame:3.49e+06 wall_t:2475 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.025 +2026-01-08 13:44:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7421.10 total_reward_ma:7203.47 loss:1.258 fps:1410 +frame:3.50e+06 wall_t:2482 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.445 +2026-01-08 13:44:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7342.70 total_reward_ma:7207.03 loss:0.6165 fps:1410 +frame:3.51e+06 wall_t:2490 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.297 +2026-01-08 13:45:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7336.60 total_reward_ma:7211.26 loss:1.018 fps:1409 +frame:3.52e+06 wall_t:2498 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.1 +2026-01-08 13:45:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7373.60 total_reward_ma:7215.97 loss:2.006 fps:1409 +frame:3.53e+06 wall_t:2506 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.255 +2026-01-08 13:45:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7312.70 total_reward_ma:7220.87 loss:1.398 fps:1409 +frame:3.54e+06 wall_t:2513 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.363 +2026-01-08 13:45:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7376.80 total_reward_ma:7226.07 loss:1.508 fps:1409 +frame:3.55e+06 wall_t:2520 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.257 +2026-01-08 13:45:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7385.90 total_reward_ma:7231.55 loss:0.7757 fps:1409 +frame:3.56e+06 wall_t:2526 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.213 +2026-01-08 13:45:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7364.10 total_reward_ma:7236.74 loss:1.534 fps:1409 +frame:3.57e+06 wall_t:2533 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.416 +2026-01-08 13:45:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7243.30 total_reward_ma:7240.76 loss:1.516 fps:1410 +frame:3.58e+06 wall_t:2539 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.282 +2026-01-08 13:45:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7191.10 total_reward_ma:7244.40 loss:1.834 fps:1411 +frame:3.59e+06 wall_t:2544 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.272 +2026-01-08 13:45:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7259.10 total_reward_ma:7248.72 loss:1.947 fps:1411 +frame:3.60e+06 wall_t:2551 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.344 +2026-01-08 13:46:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7260.20 total_reward_ma:7253.37 loss:1.147 fps:1411 +frame:3.61e+06 wall_t:2558 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.248 +2026-01-08 13:46:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7300.30 total_reward_ma:7258.45 loss:2.097 fps:1412 +frame:3.62e+06 wall_t:2564 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.8747 +2026-01-08 13:46:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7240.30 total_reward_ma:7261.61 loss:0.8596 fps:1412 +frame:3.63e+06 wall_t:2570 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.505 +2026-01-08 13:46:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7196.80 total_reward_ma:7264.39 loss:0.6049 fps:1413 +frame:3.64e+06 wall_t:2576 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.16 +2026-01-08 13:46:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7198.90 total_reward_ma:7266.18 loss:1.395 fps:1414 +frame:3.65e+06 wall_t:2582 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.525 +2026-01-08 13:46:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7250.60 total_reward_ma:7267.35 loss:0.9524 fps:1415 +frame:3.66e+06 wall_t:2587 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.152 +2026-01-08 13:46:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7344.60 total_reward_ma:7268.79 loss:1.307 fps:1416 +frame:3.67e+06 wall_t:2592 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.397 +2026-01-08 13:46:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7256.40 total_reward_ma:7269.34 loss:1.446 fps:1416 +frame:3.68e+06 wall_t:2598 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.475 +2026-01-08 13:46:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7214.20 total_reward_ma:7269.77 loss:0.8263 fps:1417 +frame:3.69e+06 wall_t:2604 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.155 +2026-01-08 13:46:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7359.60 total_reward_ma:7271.15 loss:1.147 fps:1417 +frame:3.70e+06 wall_t:2611 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.442 +2026-01-08 13:47:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7398.80 total_reward_ma:7273.00 loss:1.586 fps:1418 +frame:3.71e+06 wall_t:2617 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.387 +2026-01-08 13:47:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7416.70 total_reward_ma:7275.21 loss:1.839 fps:1418 +frame:3.72e+06 wall_t:2623 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.325 +2026-01-08 13:47:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7415.20 total_reward_ma:7277.92 loss:1.841 fps:1419 +frame:3.73e+06 wall_t:2629 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.401 +2026-01-08 13:47:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7373.90 total_reward_ma:7280.17 loss:2.348 fps:1419 +frame:3.74e+06 wall_t:2635 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.437 +2026-01-08 13:47:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7397.60 total_reward_ma:7282.54 loss:1.531 fps:1420 +frame:3.75e+06 wall_t:2641 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.382 +2026-01-08 13:47:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7384.70 total_reward_ma:7285.24 loss:0.97 fps:1420 +frame:3.76e+06 wall_t:2647 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.9908 +2026-01-08 13:47:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7483.00 total_reward_ma:7289.81 loss:0.8324 fps:1421 +frame:3.77e+06 wall_t:2653 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.345 +2026-01-08 13:47:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7611.20 total_reward_ma:7296.06 loss:1.314 fps:1421 +frame:3.78e+06 wall_t:2660 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.247 +2026-01-08 13:47:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7631.70 total_reward_ma:7302.00 loss:2.48 fps:1422 +frame:3.79e+06 wall_t:2666 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.455 +2026-01-08 13:47:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7590.60 total_reward_ma:7308.63 loss:1.466 fps:1422 +frame:3.80e+06 wall_t:2672 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.235 +2026-01-08 13:48:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7580.50 total_reward_ma:7315.16 loss:0.6739 fps:1423 +frame:3.81e+06 wall_t:2678 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.303 +2026-01-08 13:48:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7614.80 total_reward_ma:7321.31 loss:1.676 fps:1423 +frame:3.82e+06 wall_t:2684 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.16 +2026-01-08 13:48:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7642.70 total_reward_ma:7328.20 loss:0.6611 fps:1424 +frame:3.83e+06 wall_t:2690 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.146 +2026-01-08 13:48:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7629.10 total_reward_ma:7334.26 loss:1.184 fps:1425 +frame:3.84e+06 wall_t:2695 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.104 +2026-01-08 13:48:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7613.20 total_reward_ma:7339.94 loss:0.9186 fps:1425 +frame:3.85e+06 wall_t:2701 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.451 +2026-01-08 13:48:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7566.20 total_reward_ma:7344.11 loss:1.364 fps:1426 +frame:3.86e+06 wall_t:2706 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.348 +2026-01-08 13:48:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7450.80 total_reward_ma:7345.55 loss:1.696 fps:1427 +frame:3.87e+06 wall_t:2712 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.9653 +2026-01-08 13:48:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7479.90 total_reward_ma:7346.57 loss:2.241 fps:1428 +frame:3.88e+06 wall_t:2718 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.403 +2026-01-08 13:48:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7473.50 total_reward_ma:7347.60 loss:1.416 fps:1428 +frame:3.89e+06 wall_t:2725 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.239 +2026-01-08 13:48:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7306.20 total_reward_ma:7346.98 loss:0.6377 fps:1428 +frame:3.90e+06 wall_t:2731 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.468 +2026-01-08 13:49:03 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7209.00 total_reward_ma:7345.57 loss:1.262 fps:1429 +frame:3.91e+06 wall_t:2736 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.048 +2026-01-08 13:49:09 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7252.90 total_reward_ma:7344.05 loss:1.423 fps:1430 +frame:3.92e+06 wall_t:2742 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.366 +2026-01-08 13:49:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7205.30 total_reward_ma:7342.95 loss:1.069 fps:1430 +frame:3.93e+06 wall_t:2748 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.28 +2026-01-08 13:49:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7210.10 total_reward_ma:7341.02 loss:1.522 fps:1431 +frame:3.94e+06 wall_t:2753 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.153 +2026-01-08 13:49:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7271.50 total_reward_ma:7340.45 loss:0.724 fps:1432 +frame:3.95e+06 wall_t:2759 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.435 +2026-01-08 13:49:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7293.00 total_reward_ma:7340.16 loss:1.761 fps:1432 +frame:3.96e+06 wall_t:2765 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.236 +2026-01-08 13:49:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7263.20 total_reward_ma:7340.51 loss:0.9032 fps:1433 +frame:3.97e+06 wall_t:2771 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.661 +2026-01-08 13:49:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7269.50 total_reward_ma:7340.68 loss:1.256 fps:1433 +frame:3.98e+06 wall_t:2778 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.9993 +2026-01-08 13:49:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7292.60 total_reward_ma:7341.66 loss:0.5207 fps:1433 +frame:3.99e+06 wall_t:2784 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.843 +2026-01-08 13:49:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7404.00 total_reward_ma:7343.98 loss:1.255 fps:1434 +frame:4.00e+06 wall_t:2790 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.067 +2026-01-08 13:50:03 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7304.30 total_reward_ma:7345.71 loss:1.833 fps:1434 +frame:4.01e+06 wall_t:2796 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.475 +2026-01-08 13:50:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7230.60 total_reward_ma:7346.90 loss:1.46 fps:1435 +frame:4.02e+06 wall_t:2801 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.233 +2026-01-08 13:50:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7270.50 total_reward_ma:7348.60 loss:1.803 fps:1436 +frame:4.03e+06 wall_t:2807 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.336 +2026-01-08 13:50:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7322.80 total_reward_ma:7350.77 loss:1.121 fps:1436 +frame:4.04e+06 wall_t:2813 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.622 +2026-01-08 13:50:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7244.60 total_reward_ma:7352.66 loss:0.6687 fps:1437 +frame:4.05e+06 wall_t:2819 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.887 +2026-01-08 13:50:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7218.50 total_reward_ma:7354.70 loss:0.7412 fps:1437 +frame:4.06e+06 wall_t:2825 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.292 +2026-01-08 13:50:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7206.20 total_reward_ma:7356.20 loss:0.6051 fps:1438 +frame:4.07e+06 wall_t:2831 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.382 +2026-01-08 13:50:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7071.00 total_reward_ma:7355.68 loss:2.075 fps:1438 +frame:4.08e+06 wall_t:2838 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.191 +2026-01-08 13:50:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7074.80 total_reward_ma:7354.73 loss:1.022 fps:1438 +frame:4.09e+06 wall_t:2844 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.451 +2026-01-08 13:50:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7111.00 total_reward_ma:7354.29 loss:0.8975 fps:1439 +frame:4.10e+06 wall_t:2850 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.201 +2026-01-08 13:51:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7137.00 total_reward_ma:7353.30 loss:1.849 fps:1439 +frame:4.11e+06 wall_t:2857 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.596 +2026-01-08 13:51:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7147.90 total_reward_ma:7352.48 loss:1.379 fps:1439 +frame:4.12e+06 wall_t:2864 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.213 +2026-01-08 13:51:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7122.60 total_reward_ma:7351.37 loss:0.5611 fps:1439 +frame:4.13e+06 wall_t:2870 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.387 +2026-01-08 13:51:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7208.50 total_reward_ma:7350.78 loss:0.9085 fps:1439 +frame:4.14e+06 wall_t:2876 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.238 +2026-01-08 13:51:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7259.30 total_reward_ma:7350.93 loss:1.902 fps:1440 +frame:4.15e+06 wall_t:2882 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.341 +2026-01-08 13:51:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7369.60 total_reward_ma:7351.98 loss:1.11 fps:1440 +frame:4.16e+06 wall_t:2889 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.7 +2026-01-08 13:51:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7277.50 total_reward_ma:7351.42 loss:2.142 fps:1440 +frame:4.17e+06 wall_t:2895 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.321 +2026-01-08 13:51:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7293.40 total_reward_ma:7350.62 loss:1.109 fps:1441 +frame:4.18e+06 wall_t:2901 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.227 +2026-01-08 13:51:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7371.10 total_reward_ma:7349.50 loss:1.424 fps:1441 +frame:4.19e+06 wall_t:2907 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.105 +2026-01-08 13:51:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7428.10 total_reward_ma:7348.27 loss:1.045 fps:1442 +frame:4.20e+06 wall_t:2913 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.274 +2026-01-08 13:52:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7462.80 total_reward_ma:7347.69 loss:1.163 fps:1443 +frame:4.21e+06 wall_t:2918 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.17 +2026-01-08 13:52:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7548.20 total_reward_ma:7347.58 loss:0.6496 fps:1443 +frame:4.22e+06 wall_t:2924 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.443 +2026-01-08 13:52:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7490.10 total_reward_ma:7346.36 loss:1.165 fps:1444 +frame:4.23e+06 wall_t:2930 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.6 +2026-01-08 13:52:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7426.40 total_reward_ma:7344.97 loss:1.616 fps:1444 +frame:4.24e+06 wall_t:2936 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.442 +2026-01-08 13:52:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7427.90 total_reward_ma:7343.88 loss:1.111 fps:1445 +frame:4.25e+06 wall_t:2942 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.304 +2026-01-08 13:52:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7507.40 total_reward_ma:7343.67 loss:0.9035 fps:1445 +frame:4.26e+06 wall_t:2948 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.095 +2026-01-08 13:52:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7440.70 total_reward_ma:7342.79 loss:1.027 fps:1445 +frame:4.27e+06 wall_t:2954 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.402 +2026-01-08 13:52:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7481.50 total_reward_ma:7342.19 loss:1.686 fps:1446 +frame:4.28e+06 wall_t:2960 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.536 +2026-01-08 13:52:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7421.90 total_reward_ma:7341.09 loss:0.6855 fps:1446 +frame:4.29e+06 wall_t:2966 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.215 +2026-01-08 13:52:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7491.50 total_reward_ma:7340.59 loss:1.46 fps:1447 +frame:4.30e+06 wall_t:2972 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.433 +2026-01-08 13:53:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7578.60 total_reward_ma:7341.58 loss:1.248 fps:1447 +frame:4.31e+06 wall_t:2978 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.586 +2026-01-08 13:53:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7586.70 total_reward_ma:7344.02 loss:2.02 fps:1448 +frame:4.32e+06 wall_t:2984 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.134 +2026-01-08 13:53:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7568.60 total_reward_ma:7346.27 loss:1.626 fps:1449 +frame:4.33e+06 wall_t:2989 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.45 +2026-01-08 13:53:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7516.60 total_reward_ma:7349.00 loss:2.297 fps:1449 +frame:4.34e+06 wall_t:2996 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.126 +2026-01-08 13:53:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7544.90 total_reward_ma:7352.75 loss:1.442 fps:1449 +frame:4.35e+06 wall_t:3002 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.438 +2026-01-08 13:53:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7518.00 total_reward_ma:7356.27 loss:1.298 fps:1449 +frame:4.36e+06 wall_t:3008 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.233 +2026-01-08 13:53:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7583.50 total_reward_ma:7360.36 loss:2.159 fps:1449 +frame:4.37e+06 wall_t:3015 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.616 +2026-01-08 13:53:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7551.10 total_reward_ma:7363.39 loss:1.525 fps:1450 +frame:4.38e+06 wall_t:3021 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.9136 +2026-01-08 13:53:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7386.40 total_reward_ma:7364.69 loss:2.701 fps:1450 +frame:4.39e+06 wall_t:3027 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.648 +2026-01-08 13:54:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7437.90 total_reward_ma:7366.80 loss:2.312 fps:1451 +frame:4.40e+06 wall_t:3033 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.207 +2026-01-08 13:54:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7394.90 total_reward_ma:7368.09 loss:1.699 fps:1451 +frame:4.41e+06 wall_t:3039 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.27 +2026-01-08 13:54:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7454.40 total_reward_ma:7369.38 loss:1.463 fps:1452 +frame:4.42e+06 wall_t:3045 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.045 +2026-01-08 13:54:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7518.20 total_reward_ma:7372.25 loss:0.7471 fps:1452 +frame:4.43e+06 wall_t:3051 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.464 +2026-01-08 13:54:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7563.10 total_reward_ma:7375.39 loss:1.102 fps:1453 +frame:4.44e+06 wall_t:3056 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.613 +2026-01-08 13:54:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7563.60 total_reward_ma:7377.33 loss:2.023 fps:1454 +frame:4.45e+06 wall_t:3061 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.316 +2026-01-08 13:54:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7461.40 total_reward_ma:7378.19 loss:0.8292 fps:1454 +frame:4.46e+06 wall_t:3067 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.229 +2026-01-08 13:54:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7347.50 total_reward_ma:7377.55 loss:0.9848 fps:1455 +frame:4.47e+06 wall_t:3073 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.9515 +2026-01-08 13:54:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7400.70 total_reward_ma:7377.22 loss:0.882 fps:1455 +frame:4.48e+06 wall_t:3079 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.39 +2026-01-08 13:54:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7338.70 total_reward_ma:7376.43 loss:0.8187 fps:1455 +frame:4.49e+06 wall_t:3085 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.488 +2026-01-08 13:54:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7349.60 total_reward_ma:7375.71 loss:0.95 fps:1456 +frame:4.50e+06 wall_t:3091 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.519 +2026-01-08 13:55:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7304.40 total_reward_ma:7375.33 loss:2.152 fps:1456 +frame:4.51e+06 wall_t:3097 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.174 +2026-01-08 13:55:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7367.90 total_reward_ma:7375.64 loss:1.508 fps:1457 +frame:4.52e+06 wall_t:3103 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.386 +2026-01-08 13:55:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7483.00 total_reward_ma:7376.74 loss:0.9024 fps:1457 +frame:4.53e+06 wall_t:3109 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.253 +2026-01-08 13:55:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7480.00 total_reward_ma:7378.41 loss:0.9918 fps:1457 +frame:4.54e+06 wall_t:3115 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.354 +2026-01-08 13:55:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7411.10 total_reward_ma:7378.75 loss:1.218 fps:1458 +frame:4.55e+06 wall_t:3121 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.162 +2026-01-08 13:55:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7433.60 total_reward_ma:7379.23 loss:0.9789 fps:1458 +frame:4.56e+06 wall_t:3128 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.262 +2026-01-08 13:55:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7329.30 total_reward_ma:7378.88 loss:2.326 fps:1458 +frame:4.57e+06 wall_t:3134 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.46 +2026-01-08 13:55:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7296.10 total_reward_ma:7379.41 loss:1.064 fps:1458 +frame:4.58e+06 wall_t:3141 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.63 +2026-01-08 13:55:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7412.60 total_reward_ma:7381.63 loss:0.8145 fps:1459 +frame:4.59e+06 wall_t:3147 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.369 +2026-01-08 13:56:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7523.70 total_reward_ma:7384.27 loss:1.01 fps:1458 +frame:4.60e+06 wall_t:3154 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.293 +2026-01-08 13:56:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7448.60 total_reward_ma:7386.16 loss:0.816 fps:1459 +frame:4.61e+06 wall_t:3160 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.244 +2026-01-08 13:56:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7418.10 total_reward_ma:7387.33 loss:2.998 fps:1459 +frame:4.62e+06 wall_t:3166 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.357 +2026-01-08 13:56:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7468.70 total_reward_ma:7389.62 loss:1.188 fps:1459 +frame:4.63e+06 wall_t:3173 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.418 +2026-01-08 13:56:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7520.50 total_reward_ma:7392.85 loss:1.517 fps:1459 +frame:4.64e+06 wall_t:3180 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.403 +2026-01-08 13:56:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7546.90 total_reward_ma:7396.33 loss:0.8109 fps:1460 +frame:4.65e+06 wall_t:3186 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.142 +2026-01-08 13:56:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7406.50 total_reward_ma:7397.89 loss:0.422 fps:1460 +frame:4.66e+06 wall_t:3192 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.32 +2026-01-08 13:56:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7442.50 total_reward_ma:7398.87 loss:1.468 fps:1460 +frame:4.67e+06 wall_t:3198 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.066 +2026-01-08 13:56:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7483.60 total_reward_ma:7401.14 loss:0.6298 fps:1461 +frame:4.68e+06 wall_t:3204 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.9442 +2026-01-08 13:56:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7553.20 total_reward_ma:7404.53 loss:1.256 fps:1461 +frame:4.69e+06 wall_t:3210 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.278 +2026-01-08 13:57:03 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7457.20 total_reward_ma:7405.51 loss:1.776 fps:1461 +frame:4.70e+06 wall_t:3216 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.359 +2026-01-08 13:57:09 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7427.80 total_reward_ma:7405.80 loss:1.864 fps:1462 +frame:4.71e+06 wall_t:3222 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.287 +2026-01-08 13:57:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7286.80 total_reward_ma:7404.50 loss:0.8337 fps:1462 +frame:4.72e+06 wall_t:3229 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.607 +2026-01-08 13:57:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7288.80 total_reward_ma:7403.24 loss:1.954 fps:1463 +frame:4.73e+06 wall_t:3234 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.357 +2026-01-08 13:57:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7275.80 total_reward_ma:7402.26 loss:1.578 fps:1463 +frame:4.74e+06 wall_t:3241 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.808 +2026-01-08 13:57:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7263.90 total_reward_ma:7400.92 loss:3.301 fps:1463 +frame:4.75e+06 wall_t:3246 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.278 +2026-01-08 13:57:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7232.40 total_reward_ma:7399.40 loss:1.137 fps:1464 +frame:4.76e+06 wall_t:3252 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.633 +2026-01-08 13:57:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7195.40 total_reward_ma:7396.52 loss:1.029 fps:1464 +frame:4.77e+06 wall_t:3258 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.225 +2026-01-08 13:57:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7186.70 total_reward_ma:7392.27 loss:2.32 fps:1465 +frame:4.78e+06 wall_t:3263 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.452 +2026-01-08 13:57:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7321.30 total_reward_ma:7389.17 loss:2.615 fps:1465 +frame:4.79e+06 wall_t:3269 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.246 +2026-01-08 13:58:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7232.10 total_reward_ma:7385.59 loss:1.732 fps:1466 +frame:4.80e+06 wall_t:3275 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.289 +2026-01-08 13:58:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7256.70 total_reward_ma:7382.35 loss:2.371 fps:1466 +frame:4.81e+06 wall_t:3280 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.25 +2026-01-08 13:58:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7224.70 total_reward_ma:7378.45 loss:1.936 fps:1466 +frame:4.82e+06 wall_t:3287 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.339 +2026-01-08 13:58:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7285.00 total_reward_ma:7374.87 loss:1.798 fps:1467 +frame:4.83e+06 wall_t:3293 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.341 +2026-01-08 13:58:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7327.50 total_reward_ma:7371.85 loss:1.049 fps:1467 +frame:4.84e+06 wall_t:3299 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.213 +2026-01-08 13:58:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7452.40 total_reward_ma:7370.25 loss:0.6195 fps:1467 +frame:4.85e+06 wall_t:3305 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.516 +2026-01-08 13:58:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7502.10 total_reward_ma:7369.60 loss:1.468 fps:1468 +frame:4.86e+06 wall_t:3311 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.434 +2026-01-08 13:58:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7538.60 total_reward_ma:7370.48 loss:0.9053 fps:1469 +frame:4.87e+06 wall_t:3316 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.432 +2026-01-08 13:58:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7516.10 total_reward_ma:7370.85 loss:1.883 fps:1469 +frame:4.88e+06 wall_t:3322 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.424 +2026-01-08 13:58:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7541.70 total_reward_ma:7371.53 loss:0.9368 fps:1469 +frame:4.89e+06 wall_t:3328 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.533 +2026-01-08 13:59:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7607.60 total_reward_ma:7374.54 loss:1.956 fps:1470 +frame:4.90e+06 wall_t:3334 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.411 +2026-01-08 13:59:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7645.10 total_reward_ma:7378.90 loss:1.69 fps:1470 +frame:4.91e+06 wall_t:3340 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.042 +2026-01-08 13:59:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7623.20 total_reward_ma:7382.60 loss:1.479 fps:1470 +frame:4.92e+06 wall_t:3346 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.065 +2026-01-08 13:59:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7596.60 total_reward_ma:7386.52 loss:0.8319 fps:1471 +frame:4.93e+06 wall_t:3352 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.232 +2026-01-08 13:59:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7580.60 total_reward_ma:7390.22 loss:0.7913 fps:1471 +frame:4.94e+06 wall_t:3358 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.187 +2026-01-08 13:59:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7571.20 total_reward_ma:7393.22 loss:1.412 fps:1471 +frame:4.95e+06 wall_t:3364 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.283 +2026-01-08 13:59:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7511.80 total_reward_ma:7395.41 loss:0.9767 fps:1472 +frame:4.96e+06 wall_t:3370 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.983 +2026-01-08 13:59:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7538.40 total_reward_ma:7398.16 loss:2.983 fps:1472 +frame:4.97e+06 wall_t:3377 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.322 +2026-01-08 13:59:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7438.80 total_reward_ma:7399.85 loss:1.055 fps:1473 +frame:4.98e+06 wall_t:3382 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.505 +2026-01-08 13:59:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7381.20 total_reward_ma:7400.74 loss:1.186 fps:1472 +frame:4.99e+06 wall_t:3389 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.066 +2026-01-08 14:00:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7422.80 total_reward_ma:7400.93 loss:0.8947 fps:1473 +frame:5.00e+06 wall_t:3395 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.074 +2026-01-08 14:00:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7579.20 total_reward_ma:7403.68 loss:2.027 fps:1473 +frame:5.01e+06 wall_t:3401 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.338 +2026-01-08 14:00:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7563.60 total_reward_ma:7407.01 loss:1.863 fps:1474 +frame:5.02e+06 wall_t:3406 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.254 +2026-01-08 14:00:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7510.00 total_reward_ma:7409.40 loss:0.9996 fps:1474 +frame:5.03e+06 wall_t:3412 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.411 +2026-01-08 14:00:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7448.20 total_reward_ma:7410.66 loss:2.322 fps:1475 +frame:5.04e+06 wall_t:3417 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.306 +2026-01-08 14:00:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7481.50 total_reward_ma:7413.02 loss:1.885 fps:1475 +frame:5.05e+06 wall_t:3423 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.423 +2026-01-08 14:00:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7479.20 total_reward_ma:7415.63 loss:1.538 fps:1476 +frame:5.06e+06 wall_t:3429 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.211 +2026-01-08 14:00:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7567.00 total_reward_ma:7419.24 loss:0.7011 fps:1476 +frame:5.07e+06 wall_t:3434 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.024 +2026-01-08 14:00:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7652.10 total_reward_ma:7425.05 loss:1.488 fps:1477 +frame:5.08e+06 wall_t:3440 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.318 +2026-01-08 14:00:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7706.80 total_reward_ma:7431.37 loss:1.504 fps:1477 +frame:5.09e+06 wall_t:3446 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.386 +2026-01-08 14:00:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7678.70 total_reward_ma:7437.05 loss:2.507 fps:1477 +frame:5.10e+06 wall_t:3452 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.037 +2026-01-08 14:01:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7645.60 total_reward_ma:7442.13 loss:0.8793 fps:1478 +frame:5.11e+06 wall_t:3458 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.697 +2026-01-08 14:01:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7625.80 total_reward_ma:7446.91 loss:1.667 fps:1478 +frame:5.12e+06 wall_t:3463 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.466 +2026-01-08 14:01:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7605.20 total_reward_ma:7451.74 loss:1.069 fps:1479 +frame:5.13e+06 wall_t:3469 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.41 +2026-01-08 14:01:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7470.00 total_reward_ma:7454.35 loss:1.976 fps:1479 +frame:5.14e+06 wall_t:3475 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.105 +2026-01-08 14:01:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7489.30 total_reward_ma:7456.65 loss:2.009 fps:1479 +frame:5.15e+06 wall_t:3481 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.313 +2026-01-08 14:01:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7462.30 total_reward_ma:7457.58 loss:1.747 fps:1480 +frame:5.16e+06 wall_t:3487 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.048 +2026-01-08 14:01:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7537.30 total_reward_ma:7460.18 loss:0.7465 fps:1480 +frame:5.17e+06 wall_t:3493 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.293 +2026-01-08 14:01:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7631.00 total_reward_ma:7463.55 loss:1.066 fps:1480 +frame:5.18e+06 wall_t:3499 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.216 +2026-01-08 14:01:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7617.40 total_reward_ma:7466.02 loss:1.418 fps:1480 +frame:5.19e+06 wall_t:3506 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.184 +2026-01-08 14:01:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7657.20 total_reward_ma:7468.31 loss:0.9394 fps:1481 +frame:5.20e+06 wall_t:3511 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.38 +2026-01-08 14:02:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7602.80 total_reward_ma:7469.71 loss:1.244 fps:1481 +frame:5.21e+06 wall_t:3517 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.007 +2026-01-08 14:02:09 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7564.90 total_reward_ma:7469.87 loss:1.124 fps:1482 +frame:5.22e+06 wall_t:3522 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.316 +2026-01-08 14:02:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7625.60 total_reward_ma:7471.23 loss:1.347 fps:1482 +frame:5.23e+06 wall_t:3528 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.178 +2026-01-08 14:02:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7726.60 total_reward_ma:7474.23 loss:2.316 fps:1483 +frame:5.24e+06 wall_t:3534 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.25 +2026-01-08 14:02:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7782.90 total_reward_ma:7477.78 loss:1.43 fps:1483 +frame:5.25e+06 wall_t:3540 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.164 +2026-01-08 14:02:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7837.10 total_reward_ma:7481.08 loss:1.95 fps:1483 +frame:5.26e+06 wall_t:3546 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.338 +2026-01-08 14:02:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7829.80 total_reward_ma:7484.97 loss:1.74 fps:1484 +frame:5.27e+06 wall_t:3551 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.014 +2026-01-08 14:02:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7903.40 total_reward_ma:7489.19 loss:2.495 fps:1484 +frame:5.28e+06 wall_t:3557 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.351 +2026-01-08 14:02:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7833.90 total_reward_ma:7493.31 loss:1.309 fps:1485 +frame:5.29e+06 wall_t:3563 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.159 +2026-01-08 14:02:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7803.50 total_reward_ma:7496.43 loss:1.519 fps:1485 +frame:5.30e+06 wall_t:3569 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.437 +2026-01-08 14:03:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7683.10 total_reward_ma:7497.47 loss:1.738 fps:1486 +frame:5.31e+06 wall_t:3574 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.325 +2026-01-08 14:03:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7612.50 total_reward_ma:7497.73 loss:0.4545 fps:1486 +frame:5.32e+06 wall_t:3581 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.385 +2026-01-08 14:03:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7607.30 total_reward_ma:7498.12 loss:1.414 fps:1486 +frame:5.33e+06 wall_t:3587 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.353 +2026-01-08 14:03:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7624.40 total_reward_ma:7499.20 loss:2.015 fps:1486 +frame:5.34e+06 wall_t:3593 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.373 +2026-01-08 14:03:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7624.80 total_reward_ma:7500.00 loss:1.778 fps:1487 +frame:5.35e+06 wall_t:3599 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.508 +2026-01-08 14:03:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7589.30 total_reward_ma:7500.71 loss:1.223 fps:1486 +frame:5.36e+06 wall_t:3606 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.145 +2026-01-08 14:03:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7586.10 total_reward_ma:7500.73 loss:1.807 fps:1487 +frame:5.37e+06 wall_t:3612 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.612 +2026-01-08 14:03:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7452.20 total_reward_ma:7499.75 loss:2.089 fps:1487 +frame:5.38e+06 wall_t:3618 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.18 +2026-01-08 14:03:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7459.90 total_reward_ma:7500.48 loss:1.383 fps:1487 +frame:5.39e+06 wall_t:3624 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.614 +2026-01-08 14:03:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7527.20 total_reward_ma:7501.37 loss:1.627 fps:1488 +frame:5.40e+06 wall_t:3630 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.345 +2026-01-08 14:04:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7490.30 total_reward_ma:7502.33 loss:0.8264 fps:1487 +frame:5.41e+06 wall_t:3637 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.405 +2026-01-08 14:04:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7547.10 total_reward_ma:7503.25 loss:1.326 fps:1488 +frame:5.42e+06 wall_t:3643 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.303 +2026-01-08 14:04:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7392.00 total_reward_ma:7501.99 loss:2.064 fps:1488 +frame:5.43e+06 wall_t:3649 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.969 +2026-01-08 14:04:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7482.00 total_reward_ma:7501.18 loss:1.32 fps:1488 +frame:5.44e+06 wall_t:3656 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.483 +2026-01-08 14:04:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7582.80 total_reward_ma:7501.37 loss:0.7544 fps:1488 +frame:5.45e+06 wall_t:3662 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.353 +2026-01-08 14:04:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7560.80 total_reward_ma:7502.37 loss:0.8411 fps:1489 +frame:5.46e+06 wall_t:3668 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.497 +2026-01-08 14:04:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7487.90 total_reward_ma:7503.77 loss:1.668 fps:1489 +frame:5.47e+06 wall_t:3673 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.295 +2026-01-08 14:04:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7405.10 total_reward_ma:7503.82 loss:2.498 fps:1489 +frame:5.48e+06 wall_t:3680 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.9342 +2026-01-08 14:04:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7432.70 total_reward_ma:7504.76 loss:2.139 fps:1489 +frame:5.49e+06 wall_t:3687 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.332 +2026-01-08 14:05:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7447.90 total_reward_ma:7505.74 loss:1.197 fps:1489 +frame:5.50e+06 wall_t:3694 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.515 +2026-01-08 14:05:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7525.20 total_reward_ma:7507.95 loss:0.7108 fps:1489 +frame:5.51e+06 wall_t:3700 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.011 +2026-01-08 14:05:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7605.70 total_reward_ma:7510.32 loss:0.6089 fps:1489 +frame:5.52e+06 wall_t:3706 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.347 +2026-01-08 14:05:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7586.70 total_reward_ma:7511.36 loss:1.778 fps:1490 +frame:5.53e+06 wall_t:3712 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.527 +2026-01-08 14:05:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7651.20 total_reward_ma:7513.07 loss:1.78 fps:1490 +frame:5.54e+06 wall_t:3718 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.66 +2026-01-08 14:05:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7643.40 total_reward_ma:7515.40 loss:0.99 fps:1491 +frame:5.55e+06 wall_t:3723 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.9324 +2026-01-08 14:05:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7710.90 total_reward_ma:7518.17 loss:1.042 fps:1491 +frame:5.56e+06 wall_t:3729 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.544 +2026-01-08 14:05:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7773.80 total_reward_ma:7522.62 loss:2.284 fps:1491 +frame:5.57e+06 wall_t:3735 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.213 +2026-01-08 14:05:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7632.10 total_reward_ma:7525.98 loss:0.5556 fps:1492 +frame:5.58e+06 wall_t:3740 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:2.09 +2026-01-08 14:05:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7586.60 total_reward_ma:7527.72 loss:1.492 fps:1492 +frame:5.59e+06 wall_t:3747 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.229 +2026-01-08 14:05:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7579.50 total_reward_ma:7528.27 loss:1.23 fps:1493 +frame:5.60e+06 wall_t:3752 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.911 +2026-01-08 14:06:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7579.60 total_reward_ma:7529.58 loss:1.762 fps:1493 +frame:5.61e+06 wall_t:3758 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.338 +2026-01-08 14:06:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7642.90 total_reward_ma:7531.83 loss:0.7964 fps:1493 +frame:5.62e+06 wall_t:3763 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.549 +2026-01-08 14:06:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7645.00 total_reward_ma:7533.59 loss:1.791 fps:1494 +frame:5.63e+06 wall_t:3769 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.33 +2026-01-08 14:06:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7561.10 total_reward_ma:7534.00 loss:0.9155 fps:1494 +frame:5.64e+06 wall_t:3774 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.9215 +2026-01-08 14:06:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7599.80 total_reward_ma:7534.53 loss:1.276 fps:1495 +frame:5.65e+06 wall_t:3780 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.559 +2026-01-08 14:06:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7577.20 total_reward_ma:7536.24 loss:2.287 fps:1495 +frame:5.66e+06 wall_t:3786 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.215 +2026-01-08 14:06:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7537.70 total_reward_ma:7537.19 loss:0.9961 fps:1495 +frame:5.67e+06 wall_t:3792 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.412 +2026-01-08 14:06:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7510.90 total_reward_ma:7537.46 loss:1.205 fps:1496 +frame:5.68e+06 wall_t:3798 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.068 +2026-01-08 14:06:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7577.90 total_reward_ma:7537.71 loss:0.6522 fps:1496 +frame:5.69e+06 wall_t:3803 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.346 +2026-01-08 14:06:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7572.20 total_reward_ma:7538.86 loss:1.349 fps:1496 +frame:5.70e+06 wall_t:3809 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.21 +2026-01-08 14:07:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7672.00 total_reward_ma:7541.30 loss:1.252 fps:1497 +frame:5.71e+06 wall_t:3814 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.481 +2026-01-08 14:07:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7729.30 total_reward_ma:7545.73 loss:2.053 fps:1498 +frame:5.72e+06 wall_t:3819 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.437 +2026-01-08 14:07:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7794.20 total_reward_ma:7550.78 loss:1.249 fps:1498 +frame:5.73e+06 wall_t:3825 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.173 +2026-01-08 14:07:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7819.00 total_reward_ma:7556.21 loss:1.656 fps:1498 +frame:5.74e+06 wall_t:3831 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.276 +2026-01-08 14:07:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7696.80 total_reward_ma:7560.54 loss:1.285 fps:1499 +frame:5.75e+06 wall_t:3837 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.457 +2026-01-08 14:07:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7686.30 total_reward_ma:7565.08 loss:2.038 fps:1499 +frame:5.76e+06 wall_t:3843 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.333 +2026-01-08 14:07:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7602.80 total_reward_ma:7569.15 loss:0.7277 fps:1499 +frame:5.77e+06 wall_t:3849 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.158 +2026-01-08 14:07:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7665.60 total_reward_ma:7573.94 loss:1.45 fps:1499 +frame:5.78e+06 wall_t:3856 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.217 +2026-01-08 14:07:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7594.20 total_reward_ma:7576.67 loss:1.209 fps:1499 +frame:5.79e+06 wall_t:3862 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.135 +2026-01-08 14:07:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7598.80 total_reward_ma:7580.34 loss:1.167 fps:1499 +frame:5.80e+06 wall_t:3868 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.378 +2026-01-08 14:08:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7615.40 total_reward_ma:7583.92 loss:1.323 fps:1500 +frame:5.81e+06 wall_t:3874 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.054 +2026-01-08 14:08:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7671.80 total_reward_ma:7588.40 loss:0.4636 fps:1500 +frame:5.82e+06 wall_t:3880 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.588 +2026-01-08 14:08:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7658.00 total_reward_ma:7592.13 loss:2.45 fps:1500 +frame:5.83e+06 wall_t:3886 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.315 +2026-01-08 14:08:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7567.20 total_reward_ma:7594.52 loss:1.92 fps:1501 +frame:5.84e+06 wall_t:3892 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.326 +2026-01-08 14:08:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7520.20 total_reward_ma:7595.20 loss:2.72 fps:1500 +frame:5.85e+06 wall_t:3899 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.9389 +2026-01-08 14:08:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7556.10 total_reward_ma:7595.74 loss:1.803 fps:1501 +frame:5.86e+06 wall_t:3905 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.331 +2026-01-08 14:08:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7590.60 total_reward_ma:7596.26 loss:1.239 fps:1501 +frame:5.87e+06 wall_t:3911 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.204 +2026-01-08 14:08:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7640.20 total_reward_ma:7597.50 loss:1.576 fps:1501 +frame:5.88e+06 wall_t:3917 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.317 +2026-01-08 14:08:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7814.70 total_reward_ma:7600.23 loss:2.314 fps:1502 +frame:5.89e+06 wall_t:3922 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.344 +2026-01-08 14:08:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7788.60 total_reward_ma:7602.04 loss:1.315 fps:1502 +frame:5.90e+06 wall_t:3929 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.565 +2026-01-08 14:09:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7753.00 total_reward_ma:7603.12 loss:2.577 fps:1502 +frame:5.91e+06 wall_t:3935 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.501 +2026-01-08 14:09:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7786.50 total_reward_ma:7604.75 loss:3.637 fps:1502 +frame:5.92e+06 wall_t:3941 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.151 +2026-01-08 14:09:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7821.80 total_reward_ma:7607.01 loss:0.9888 fps:1502 +frame:5.93e+06 wall_t:3947 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.235 +2026-01-08 14:09:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7781.90 total_reward_ma:7609.02 loss:1.883 fps:1503 +frame:5.94e+06 wall_t:3953 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.166 +2026-01-08 14:09:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7774.00 total_reward_ma:7611.05 loss:1.513 fps:1503 +frame:5.95e+06 wall_t:3959 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.517 +2026-01-08 14:09:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7768.00 total_reward_ma:7613.61 loss:1.453 fps:1504 +frame:5.96e+06 wall_t:3964 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.137 +2026-01-08 14:09:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7777.10 total_reward_ma:7616.00 loss:1.058 fps:1504 +frame:5.97e+06 wall_t:3970 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.323 +2026-01-08 14:09:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7857.70 total_reward_ma:7620.19 loss:1.332 fps:1504 +frame:5.98e+06 wall_t:3976 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.12 +2026-01-08 14:09:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7888.20 total_reward_ma:7625.25 loss:1.395 fps:1504 +frame:5.99e+06 wall_t:3982 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.501 +2026-01-08 14:09:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7918.50 total_reward_ma:7630.21 loss:0.8179 fps:1504 +frame:6.00e+06 wall_t:3989 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.28 +2026-01-08 14:10:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7855.80 total_reward_ma:7632.98 loss:1.744 fps:1504 +frame:6.01e+06 wall_t:3995 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.444 +2026-01-08 14:10:09 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7849.80 total_reward_ma:7635.84 loss:0.7708 fps:1504 +frame:6.02e+06 wall_t:4002 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.58 +2026-01-08 14:10:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7850.10 total_reward_ma:7639.24 loss:0.2342 fps:1504 +frame:6.03e+06 wall_t:4008 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.022 +2026-01-08 14:10:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7880.00 total_reward_ma:7643.56 loss:1.005 fps:1505 +frame:6.04e+06 wall_t:4014 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.373 +2026-01-08 14:10:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7914.80 total_reward_ma:7647.89 loss:1.569 fps:1505 +frame:6.05e+06 wall_t:4020 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.39 +2026-01-08 14:10:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7915.80 total_reward_ma:7652.26 loss:2.984 fps:1506 +frame:6.06e+06 wall_t:4025 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.474 +2026-01-08 14:10:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7915.30 total_reward_ma:7655.74 loss:2.61 fps:1506 +frame:6.07e+06 wall_t:4031 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.223 +2026-01-08 14:10:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7875.50 total_reward_ma:7657.98 loss:0.8909 fps:1506 +frame:6.08e+06 wall_t:4037 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:10:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7815.30 total_reward_ma:7659.06 loss:1.494 fps:1506 +frame:6.09e+06 wall_t:4043 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.43 +2026-01-08 14:10:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7829.80 total_reward_ma:7660.57 loss:2.274 fps:1507 +frame:6.10e+06 wall_t:4049 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.554 +2026-01-08 14:11:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7739.70 total_reward_ma:7661.51 loss:1.365 fps:1507 +frame:6.11e+06 wall_t:4055 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 14:11:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7759.20 total_reward_ma:7662.85 loss:2.279 fps:1507 +frame:6.12e+06 wall_t:4061 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.256 +2026-01-08 14:11:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7779.00 total_reward_ma:7664.58 loss:2.157 fps:1507 +frame:6.13e+06 wall_t:4067 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 14:11:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7725.80 total_reward_ma:7667.14 loss:1.82 fps:1507 +frame:6.14e+06 wall_t:4073 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.32 +2026-01-08 14:11:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7639.60 total_reward_ma:7668.65 loss:0.854 fps:1508 +frame:6.15e+06 wall_t:4078 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 14:11:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7583.40 total_reward_ma:7669.86 loss:1.112 fps:1508 +frame:6.16e+06 wall_t:4084 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 14:11:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7538.90 total_reward_ma:7669.87 loss:1.389 fps:1509 +frame:6.17e+06 wall_t:4090 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.508 +2026-01-08 14:11:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7429.80 total_reward_ma:7667.86 loss:1.702 fps:1509 +frame:6.18e+06 wall_t:4095 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.415 +2026-01-08 14:11:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7387.10 total_reward_ma:7665.56 loss:1.515 fps:1509 +frame:6.19e+06 wall_t:4101 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.399 +2026-01-08 14:11:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7362.40 total_reward_ma:7662.61 loss:0.8798 fps:1510 +frame:6.20e+06 wall_t:4107 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.467 +2026-01-08 14:12:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7370.90 total_reward_ma:7660.29 loss:2.139 fps:1510 +frame:6.21e+06 wall_t:4113 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.337 +2026-01-08 14:12:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7414.50 total_reward_ma:7658.79 loss:1.452 fps:1510 +frame:6.22e+06 wall_t:4118 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.691 +2026-01-08 14:12:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7313.00 total_reward_ma:7655.66 loss:1.253 fps:1511 +frame:6.23e+06 wall_t:4124 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.33 +2026-01-08 14:12:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7331.50 total_reward_ma:7651.71 loss:0.9724 fps:1511 +frame:6.24e+06 wall_t:4130 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.606 +2026-01-08 14:12:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7226.70 total_reward_ma:7646.15 loss:1.555 fps:1511 +frame:6.25e+06 wall_t:4136 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.535 +2026-01-08 14:12:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7184.30 total_reward_ma:7639.62 loss:1.334 fps:1511 +frame:6.26e+06 wall_t:4142 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.343 +2026-01-08 14:12:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7223.90 total_reward_ma:7633.56 loss:1.836 fps:1512 +frame:6.27e+06 wall_t:4148 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.368 +2026-01-08 14:12:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7213.00 total_reward_ma:7626.66 loss:2.439 fps:1512 +frame:6.28e+06 wall_t:4154 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.608 +2026-01-08 14:12:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7269.90 total_reward_ma:7621.02 loss:2.16 fps:1512 +frame:6.29e+06 wall_t:4159 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.294 +2026-01-08 14:12:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7321.30 total_reward_ma:7616.19 loss:3.069 fps:1513 +frame:6.30e+06 wall_t:4165 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.603 +2026-01-08 14:12:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7362.00 total_reward_ma:7612.98 loss:1.707 fps:1513 +frame:6.31e+06 wall_t:4171 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.532 +2026-01-08 14:13:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7369.20 total_reward_ma:7610.55 loss:1.628 fps:1513 +frame:6.32e+06 wall_t:4177 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 14:13:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7422.80 total_reward_ma:7608.71 loss:0.5792 fps:1513 +frame:6.33e+06 wall_t:4183 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.425 +2026-01-08 14:13:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7442.70 total_reward_ma:7606.89 loss:1.585 fps:1514 +frame:6.34e+06 wall_t:4188 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.401 +2026-01-08 14:13:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7433.90 total_reward_ma:7604.98 loss:1.019 fps:1514 +frame:6.35e+06 wall_t:4195 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.254 +2026-01-08 14:13:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7452.50 total_reward_ma:7603.61 loss:1.797 fps:1514 +frame:6.36e+06 wall_t:4201 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.411 +2026-01-08 14:13:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7554.00 total_reward_ma:7603.29 loss:1.121 fps:1514 +frame:6.37e+06 wall_t:4207 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.425 +2026-01-08 14:13:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7671.90 total_reward_ma:7605.49 loss:2.034 fps:1514 +frame:6.38e+06 wall_t:4214 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.58 +2026-01-08 14:13:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7742.30 total_reward_ma:7608.31 loss:1.15 fps:1514 +frame:6.39e+06 wall_t:4220 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.291 +2026-01-08 14:13:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7766.20 total_reward_ma:7610.70 loss:2.742 fps:1514 +frame:6.40e+06 wall_t:4226 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.529 +2026-01-08 14:13:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7727.50 total_reward_ma:7613.07 loss:0.7229 fps:1515 +frame:6.41e+06 wall_t:4232 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 14:14:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7818.50 total_reward_ma:7615.79 loss:1.433 fps:1515 +frame:6.42e+06 wall_t:4239 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.368 +2026-01-08 14:14:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7820.10 total_reward_ma:7620.07 loss:0.8313 fps:1515 +frame:6.43e+06 wall_t:4245 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.503 +2026-01-08 14:14:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7727.90 total_reward_ma:7622.53 loss:0.6552 fps:1515 +frame:6.44e+06 wall_t:4251 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 14:14:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7859.80 total_reward_ma:7625.30 loss:0.8514 fps:1515 +frame:6.45e+06 wall_t:4258 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.646 +2026-01-08 14:14:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7849.90 total_reward_ma:7628.19 loss:1.644 fps:1515 +frame:6.46e+06 wall_t:4264 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.508 +2026-01-08 14:14:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7841.90 total_reward_ma:7631.73 loss:1.2 fps:1515 +frame:6.47e+06 wall_t:4270 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 14:14:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7865.70 total_reward_ma:7636.33 loss:2.69 fps:1515 +frame:6.48e+06 wall_t:4277 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.271 +2026-01-08 14:14:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7928.90 total_reward_ma:7641.29 loss:1.264 fps:1516 +frame:6.49e+06 wall_t:4282 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 14:14:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7950.00 total_reward_ma:7646.32 loss:0.6895 fps:1516 +frame:6.50e+06 wall_t:4288 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.627 +2026-01-08 14:15:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7938.50 total_reward_ma:7650.45 loss:1.865 fps:1516 +frame:6.51e+06 wall_t:4294 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.569 +2026-01-08 14:15:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7899.70 total_reward_ma:7653.39 loss:1.632 fps:1516 +frame:6.52e+06 wall_t:4300 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.27 +2026-01-08 14:15:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7794.10 total_reward_ma:7655.46 loss:0.5373 fps:1516 +frame:6.53e+06 wall_t:4306 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.51 +2026-01-08 14:15:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7798.90 total_reward_ma:7656.94 loss:2.851 fps:1517 +frame:6.54e+06 wall_t:4311 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.402 +2026-01-08 14:15:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7857.70 total_reward_ma:7659.08 loss:2.288 fps:1517 +frame:6.55e+06 wall_t:4317 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.315 +2026-01-08 14:15:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7868.00 total_reward_ma:7660.65 loss:1.061 fps:1517 +frame:6.56e+06 wall_t:4324 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.404 +2026-01-08 14:15:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7862.10 total_reward_ma:7661.54 loss:0.4857 fps:1518 +frame:6.57e+06 wall_t:4329 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7981 +2026-01-08 14:15:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7873.50 total_reward_ma:7663.95 loss:1.668 fps:1518 +frame:6.58e+06 wall_t:4335 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.512 +2026-01-08 14:15:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7796.40 total_reward_ma:7666.05 loss:1.43 fps:1518 +frame:6.59e+06 wall_t:4341 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.9421 +2026-01-08 14:15:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7716.30 total_reward_ma:7667.42 loss:1.405 fps:1518 +frame:6.60e+06 wall_t:4348 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.346 +2026-01-08 14:16:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7676.40 total_reward_ma:7668.39 loss:2.925 fps:1518 +frame:6.61e+06 wall_t:4355 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.353 +2026-01-08 14:16:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7650.90 total_reward_ma:7668.47 loss:0.7598 fps:1518 +frame:6.62e+06 wall_t:4361 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.273 +2026-01-08 14:16:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7618.80 total_reward_ma:7668.20 loss:2.189 fps:1518 +frame:6.63e+06 wall_t:4367 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.9516 +2026-01-08 14:16:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7564.30 total_reward_ma:7668.24 loss:1.961 fps:1518 +frame:6.64e+06 wall_t:4373 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.463 +2026-01-08 14:16:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7631.20 total_reward_ma:7668.55 loss:0.9698 fps:1519 +frame:6.65e+06 wall_t:4379 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.284 +2026-01-08 14:16:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7594.40 total_reward_ma:7668.72 loss:2.409 fps:1519 +frame:6.66e+06 wall_t:4384 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.355 +2026-01-08 14:16:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7672.80 total_reward_ma:7670.07 loss:1.07 fps:1519 +frame:6.67e+06 wall_t:4390 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.776 +2026-01-08 14:16:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7642.90 total_reward_ma:7671.39 loss:2.102 fps:1520 +frame:6.68e+06 wall_t:4396 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.398 +2026-01-08 14:16:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7604.00 total_reward_ma:7671.65 loss:1.294 fps:1520 +frame:6.69e+06 wall_t:4402 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.392 +2026-01-08 14:16:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7636.50 total_reward_ma:7672.30 loss:1.624 fps:1520 +frame:6.70e+06 wall_t:4408 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.001 +2026-01-08 14:17:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7591.10 total_reward_ma:7671.49 loss:0.7768 fps:1520 +frame:6.71e+06 wall_t:4414 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 14:17:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7644.50 total_reward_ma:7670.64 loss:0.877 fps:1520 +frame:6.72e+06 wall_t:4420 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.549 +2026-01-08 14:17:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7728.00 total_reward_ma:7669.98 loss:1.448 fps:1521 +frame:6.73e+06 wall_t:4426 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.539 +2026-01-08 14:17:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7734.30 total_reward_ma:7669.13 loss:1.179 fps:1520 +frame:6.74e+06 wall_t:4433 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.667 +2026-01-08 14:17:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7774.40 total_reward_ma:7669.91 loss:1.56 fps:1521 +frame:6.75e+06 wall_t:4438 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 14:17:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7726.90 total_reward_ma:7670.31 loss:1.426 fps:1521 +frame:6.76e+06 wall_t:4444 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.556 +2026-01-08 14:17:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7666.50 total_reward_ma:7670.95 loss:1.307 fps:1522 +frame:6.77e+06 wall_t:4449 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.487 +2026-01-08 14:17:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7647.80 total_reward_ma:7670.77 loss:0.9094 fps:1522 +frame:6.78e+06 wall_t:4455 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.555 +2026-01-08 14:17:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7716.60 total_reward_ma:7672.00 loss:2.2 fps:1522 +frame:6.79e+06 wall_t:4461 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.508 +2026-01-08 14:17:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7704.30 total_reward_ma:7673.05 loss:1.939 fps:1523 +frame:6.80e+06 wall_t:4466 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.686 +2026-01-08 14:17:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7706.70 total_reward_ma:7673.96 loss:1.077 fps:1522 +frame:6.81e+06 wall_t:4473 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.297 +2026-01-08 14:18:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7605.30 total_reward_ma:7673.30 loss:0.91 fps:1523 +frame:6.82e+06 wall_t:4479 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.535 +2026-01-08 14:18:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7660.20 total_reward_ma:7673.32 loss:1.3 fps:1523 +frame:6.83e+06 wall_t:4485 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.433 +2026-01-08 14:18:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7657.80 total_reward_ma:7674.23 loss:1.361 fps:1523 +frame:6.84e+06 wall_t:4491 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.722 +2026-01-08 14:18:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7480.10 total_reward_ma:7673.83 loss:1.573 fps:1523 +frame:6.85e+06 wall_t:4497 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.577 +2026-01-08 14:18:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7472.50 total_reward_ma:7672.99 loss:1.261 fps:1523 +frame:6.86e+06 wall_t:4503 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.395 +2026-01-08 14:18:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7501.50 total_reward_ma:7672.10 loss:2.509 fps:1524 +frame:6.87e+06 wall_t:4508 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.402 +2026-01-08 14:18:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7499.60 total_reward_ma:7670.69 loss:1.101 fps:1524 +frame:6.88e+06 wall_t:4515 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.354 +2026-01-08 14:18:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7536.20 total_reward_ma:7667.91 loss:1.581 fps:1524 +frame:6.89e+06 wall_t:4521 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.654 +2026-01-08 14:18:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7507.10 total_reward_ma:7665.09 loss:1.017 fps:1524 +frame:6.90e+06 wall_t:4527 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.443 +2026-01-08 14:19:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7571.10 total_reward_ma:7663.27 loss:0.5865 fps:1524 +frame:6.91e+06 wall_t:4533 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.35 +2026-01-08 14:19:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7654.80 total_reward_ma:7661.96 loss:0.8675 fps:1525 +frame:6.92e+06 wall_t:4539 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.461 +2026-01-08 14:19:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7662.00 total_reward_ma:7660.36 loss:0.7327 fps:1525 +frame:6.93e+06 wall_t:4545 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.301 +2026-01-08 14:19:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7720.00 total_reward_ma:7659.74 loss:1.212 fps:1525 +frame:6.94e+06 wall_t:4551 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.456 +2026-01-08 14:19:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7774.00 total_reward_ma:7659.74 loss:1.02 fps:1525 +frame:6.95e+06 wall_t:4557 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 14:19:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7864.90 total_reward_ma:7660.71 loss:1.108 fps:1525 +frame:6.96e+06 wall_t:4563 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.614 +2026-01-08 14:19:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7870.10 total_reward_ma:7661.64 loss:1.453 fps:1525 +frame:6.97e+06 wall_t:4569 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.356 +2026-01-08 14:19:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7843.70 total_reward_ma:7661.50 loss:2.302 fps:1525 +frame:6.98e+06 wall_t:4576 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.339 +2026-01-08 14:19:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7983.20 total_reward_ma:7662.45 loss:1.936 fps:1526 +frame:6.99e+06 wall_t:4582 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.461 +2026-01-08 14:19:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7946.70 total_reward_ma:7662.73 loss:1.539 fps:1526 +frame:7.00e+06 wall_t:4588 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 14:20:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8025.90 total_reward_ma:7664.43 loss:0.5428 fps:1526 +frame:7.01e+06 wall_t:4595 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.924 +2026-01-08 14:20:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8029.80 total_reward_ma:7666.23 loss:1.681 fps:1526 +frame:7.02e+06 wall_t:4601 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 14:20:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8153.40 total_reward_ma:7669.27 loss:0.6335 fps:1526 +frame:7.03e+06 wall_t:4607 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.976 +2026-01-08 14:20:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8185.00 total_reward_ma:7672.31 loss:2.345 fps:1526 +frame:7.04e+06 wall_t:4614 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.044 +2026-01-08 14:20:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8132.10 total_reward_ma:7674.49 loss:0.9993 fps:1526 +frame:7.05e+06 wall_t:4621 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.892 +2026-01-08 14:20:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8116.80 total_reward_ma:7676.50 loss:2.192 fps:1526 +frame:7.06e+06 wall_t:4627 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 14:20:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7945.60 total_reward_ma:7676.80 loss:1.067 fps:1526 +frame:7.07e+06 wall_t:4633 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.691 +2026-01-08 14:20:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7953.80 total_reward_ma:7677.58 loss:3.139 fps:1526 +frame:7.08e+06 wall_t:4640 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 14:20:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7904.30 total_reward_ma:7678.47 loss:0.8799 fps:1526 +frame:7.09e+06 wall_t:4646 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.545 +2026-01-08 14:21:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7881.10 total_reward_ma:7678.99 loss:1.405 fps:1526 +frame:7.10e+06 wall_t:4653 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.265 +2026-01-08 14:21:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7840.80 total_reward_ma:7680.00 loss:1.755 fps:1526 +frame:7.11e+06 wall_t:4660 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.456 +2026-01-08 14:21:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7879.20 total_reward_ma:7681.20 loss:2.052 fps:1526 +frame:7.12e+06 wall_t:4667 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.305 +2026-01-08 14:21:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7804.80 total_reward_ma:7681.46 loss:1.497 fps:1526 +frame:7.13e+06 wall_t:4673 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.733 +2026-01-08 14:21:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7813.60 total_reward_ma:7682.33 loss:1.311 fps:1526 +frame:7.14e+06 wall_t:4679 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.392 +2026-01-08 14:21:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7799.10 total_reward_ma:7683.93 loss:1.154 fps:1526 +frame:7.15e+06 wall_t:4686 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.567 +2026-01-08 14:21:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7770.70 total_reward_ma:7685.80 loss:1.764 fps:1526 +frame:7.16e+06 wall_t:4692 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.554 +2026-01-08 14:21:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7766.00 total_reward_ma:7688.07 loss:1.515 fps:1526 +frame:7.17e+06 wall_t:4698 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.309 +2026-01-08 14:21:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7758.70 total_reward_ma:7691.36 loss:1.397 fps:1527 +frame:7.18e+06 wall_t:4703 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.745 +2026-01-08 14:21:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7754.10 total_reward_ma:7695.03 loss:1.296 fps:1527 +frame:7.19e+06 wall_t:4709 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.348 +2026-01-08 14:22:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7759.70 total_reward_ma:7699.00 loss:1.014 fps:1527 +frame:7.20e+06 wall_t:4715 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.63 +2026-01-08 14:22:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7623.10 total_reward_ma:7701.53 loss:1.098 fps:1527 +frame:7.21e+06 wall_t:4721 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.339 +2026-01-08 14:22:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7571.00 total_reward_ma:7703.09 loss:1.116 fps:1528 +frame:7.22e+06 wall_t:4726 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.473 +2026-01-08 14:22:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7528.40 total_reward_ma:7705.25 loss:0.9533 fps:1528 +frame:7.23e+06 wall_t:4732 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.5 +2026-01-08 14:22:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7567.40 total_reward_ma:7707.60 loss:1.634 fps:1528 +frame:7.24e+06 wall_t:4738 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.4 +2026-01-08 14:22:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7606.60 total_reward_ma:7711.40 loss:1.01 fps:1528 +frame:7.25e+06 wall_t:4744 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.337 +2026-01-08 14:22:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7664.20 total_reward_ma:7716.20 loss:0.7827 fps:1529 +frame:7.26e+06 wall_t:4749 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.9701 +2026-01-08 14:22:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7681.80 total_reward_ma:7720.78 loss:1.372 fps:1529 +frame:7.27e+06 wall_t:4754 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.361 +2026-01-08 14:22:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7648.30 total_reward_ma:7725.14 loss:0.6608 fps:1529 +frame:7.28e+06 wall_t:4760 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.799 +2026-01-08 14:22:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7687.30 total_reward_ma:7729.31 loss:2.102 fps:1530 +frame:7.29e+06 wall_t:4766 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 14:22:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7641.90 total_reward_ma:7732.52 loss:1.956 fps:1530 +frame:7.30e+06 wall_t:4772 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.721 +2026-01-08 14:23:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7659.10 total_reward_ma:7735.49 loss:0.9652 fps:1530 +frame:7.31e+06 wall_t:4778 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.077 +2026-01-08 14:23:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7671.60 total_reward_ma:7738.51 loss:0.9744 fps:1530 +frame:7.32e+06 wall_t:4784 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.387 +2026-01-08 14:23:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7717.70 total_reward_ma:7741.46 loss:1.871 fps:1531 +frame:7.33e+06 wall_t:4789 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 14:23:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7779.80 total_reward_ma:7744.83 loss:0.4389 fps:1531 +frame:7.34e+06 wall_t:4795 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.681 +2026-01-08 14:23:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7853.70 total_reward_ma:7749.03 loss:2.43 fps:1531 +frame:7.35e+06 wall_t:4802 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.624 +2026-01-08 14:23:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7772.40 total_reward_ma:7752.23 loss:1.441 fps:1531 +frame:7.36e+06 wall_t:4808 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.421 +2026-01-08 14:23:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7775.20 total_reward_ma:7754.44 loss:0.7654 fps:1531 +frame:7.37e+06 wall_t:4814 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.384 +2026-01-08 14:23:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7673.00 total_reward_ma:7754.45 loss:0.9277 fps:1531 +frame:7.38e+06 wall_t:4821 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.418 +2026-01-08 14:23:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7727.90 total_reward_ma:7754.31 loss:1.663 fps:1531 +frame:7.39e+06 wall_t:4826 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:24:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7727.80 total_reward_ma:7753.92 loss:1.514 fps:1531 +frame:7.40e+06 wall_t:4833 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 14:24:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7703.20 total_reward_ma:7753.68 loss:1.374 fps:1532 +frame:7.41e+06 wall_t:4838 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:24:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7702.80 total_reward_ma:7752.52 loss:1.876 fps:1531 +frame:7.42e+06 wall_t:4845 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.33 +2026-01-08 14:24:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7703.20 total_reward_ma:7751.35 loss:1.899 fps:1532 +frame:7.43e+06 wall_t:4850 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.404 +2026-01-08 14:24:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7649.40 total_reward_ma:7750.57 loss:1.556 fps:1532 +frame:7.44e+06 wall_t:4856 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.302 +2026-01-08 14:24:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7757.60 total_reward_ma:7749.55 loss:1.285 fps:1532 +frame:7.45e+06 wall_t:4862 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.553 +2026-01-08 14:24:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7741.00 total_reward_ma:7748.46 loss:1.55 fps:1533 +frame:7.46e+06 wall_t:4867 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 14:24:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7661.10 total_reward_ma:7746.65 loss:2.12 fps:1533 +frame:7.47e+06 wall_t:4873 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.866 +2026-01-08 14:24:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7717.10 total_reward_ma:7745.16 loss:1.215 fps:1533 +frame:7.48e+06 wall_t:4878 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 14:24:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7830.70 total_reward_ma:7744.18 loss:2.49 fps:1534 +frame:7.49e+06 wall_t:4884 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.449 +2026-01-08 14:24:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7856.30 total_reward_ma:7743.25 loss:1.386 fps:1534 +frame:7.50e+06 wall_t:4890 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.44 +2026-01-08 14:25:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7857.60 total_reward_ma:7742.44 loss:1.33 fps:1534 +frame:7.51e+06 wall_t:4895 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.554 +2026-01-08 14:25:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7899.40 total_reward_ma:7742.43 loss:1.669 fps:1534 +frame:7.52e+06 wall_t:4901 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.72 +2026-01-08 14:25:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7868.90 total_reward_ma:7743.18 loss:2.091 fps:1535 +frame:7.53e+06 wall_t:4907 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.355 +2026-01-08 14:25:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7804.60 total_reward_ma:7743.24 loss:0.897 fps:1535 +frame:7.54e+06 wall_t:4913 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.575 +2026-01-08 14:25:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7814.50 total_reward_ma:7742.81 loss:1.185 fps:1535 +frame:7.55e+06 wall_t:4919 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.224 +2026-01-08 14:25:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7849.80 total_reward_ma:7742.62 loss:0.8038 fps:1535 +frame:7.56e+06 wall_t:4925 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.435 +2026-01-08 14:25:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7913.40 total_reward_ma:7743.14 loss:2.046 fps:1535 +frame:7.57e+06 wall_t:4931 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 14:25:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7941.30 total_reward_ma:7743.81 loss:0.6177 fps:1536 +frame:7.58e+06 wall_t:4936 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.681 +2026-01-08 14:25:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7960.70 total_reward_ma:7745.46 loss:1.054 fps:1536 +frame:7.59e+06 wall_t:4942 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.069 +2026-01-08 14:25:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8020.30 total_reward_ma:7748.50 loss:1.027 fps:1536 +frame:7.60e+06 wall_t:4948 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.666 +2026-01-08 14:26:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8052.40 total_reward_ma:7752.26 loss:1.458 fps:1536 +frame:7.61e+06 wall_t:4953 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:26:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8035.50 total_reward_ma:7756.10 loss:0.8449 fps:1537 +frame:7.62e+06 wall_t:4959 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.57 +2026-01-08 14:26:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8010.70 total_reward_ma:7760.02 loss:1.099 fps:1537 +frame:7.63e+06 wall_t:4965 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.409 +2026-01-08 14:26:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8007.40 total_reward_ma:7764.45 loss:0.7567 fps:1537 +frame:7.64e+06 wall_t:4971 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.501 +2026-01-08 14:26:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8009.50 total_reward_ma:7768.24 loss:0.701 fps:1537 +frame:7.65e+06 wall_t:4977 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 14:26:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7998.90 total_reward_ma:7772.28 loss:2.191 fps:1537 +frame:7.66e+06 wall_t:4983 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.534 +2026-01-08 14:26:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8090.90 total_reward_ma:7776.46 loss:2.514 fps:1537 +frame:7.67e+06 wall_t:4990 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 14:26:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7954.30 total_reward_ma:7779.58 loss:1.107 fps:1538 +frame:7.68e+06 wall_t:4995 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.565 +2026-01-08 14:26:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8002.30 total_reward_ma:7783.56 loss:1.3 fps:1538 +frame:7.69e+06 wall_t:5000 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.016 +2026-01-08 14:26:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7935.90 total_reward_ma:7786.55 loss:0.8833 fps:1538 +frame:7.70e+06 wall_t:5007 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.377 +2026-01-08 14:27:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7892.70 total_reward_ma:7789.57 loss:1.433 fps:1538 +frame:7.71e+06 wall_t:5014 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.33 +2026-01-08 14:27:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7709.90 total_reward_ma:7790.22 loss:0.6386 fps:1538 +frame:7.72e+06 wall_t:5020 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.393 +2026-01-08 14:27:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7746.60 total_reward_ma:7790.41 loss:0.8474 fps:1538 +frame:7.73e+06 wall_t:5026 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 14:27:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7687.50 total_reward_ma:7789.94 loss:0.9235 fps:1538 +frame:7.74e+06 wall_t:5032 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.6 +2026-01-08 14:27:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7591.50 total_reward_ma:7788.11 loss:3.448 fps:1538 +frame:7.75e+06 wall_t:5038 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.518 +2026-01-08 14:27:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7541.00 total_reward_ma:7786.25 loss:1.348 fps:1538 +frame:7.76e+06 wall_t:5044 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.424 +2026-01-08 14:27:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7540.10 total_reward_ma:7784.99 loss:1.516 fps:1539 +frame:7.77e+06 wall_t:5050 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.656 +2026-01-08 14:27:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7517.00 total_reward_ma:7783.68 loss:2.642 fps:1539 +frame:7.78e+06 wall_t:5056 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.461 +2026-01-08 14:27:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7459.70 total_reward_ma:7781.11 loss:1.688 fps:1539 +frame:7.79e+06 wall_t:5063 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.825 +2026-01-08 14:27:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7424.90 total_reward_ma:7778.32 loss:1.543 fps:1539 +frame:7.80e+06 wall_t:5069 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.257 +2026-01-08 14:28:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7546.30 total_reward_ma:7776.71 loss:0.6367 fps:1539 +frame:7.81e+06 wall_t:5074 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.765 +2026-01-08 14:28:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7520.10 total_reward_ma:7775.86 loss:1.531 fps:1539 +frame:7.82e+06 wall_t:5080 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.34 +2026-01-08 14:28:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7528.00 total_reward_ma:7774.54 loss:1.872 fps:1539 +frame:7.83e+06 wall_t:5087 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.47 +2026-01-08 14:28:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7598.10 total_reward_ma:7773.94 loss:1.521 fps:1540 +frame:7.84e+06 wall_t:5092 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 14:28:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7609.70 total_reward_ma:7775.24 loss:0.5084 fps:1540 +frame:7.85e+06 wall_t:5098 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.405 +2026-01-08 14:28:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7548.60 total_reward_ma:7776.00 loss:1.454 fps:1540 +frame:7.86e+06 wall_t:5104 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.556 +2026-01-08 14:28:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7487.10 total_reward_ma:7775.86 loss:1.322 fps:1540 +frame:7.87e+06 wall_t:5109 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.345 +2026-01-08 14:28:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7556.40 total_reward_ma:7776.42 loss:1.81 fps:1541 +frame:7.88e+06 wall_t:5115 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.268 +2026-01-08 14:28:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7594.40 total_reward_ma:7777.01 loss:3.079 fps:1541 +frame:7.89e+06 wall_t:5121 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 14:28:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7627.30 total_reward_ma:7778.21 loss:1.5 fps:1541 +frame:7.90e+06 wall_t:5128 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 14:29:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7691.40 total_reward_ma:7779.41 loss:1.23 fps:1541 +frame:7.91e+06 wall_t:5134 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 14:29:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7738.80 total_reward_ma:7780.25 loss:0.8698 fps:1541 +frame:7.92e+06 wall_t:5140 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.149 +2026-01-08 14:29:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7834.80 total_reward_ma:7781.98 loss:0.6489 fps:1541 +frame:7.93e+06 wall_t:5147 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.285 +2026-01-08 14:29:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7877.70 total_reward_ma:7783.56 loss:0.6931 fps:1541 +frame:7.94e+06 wall_t:5152 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.631 +2026-01-08 14:29:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7889.70 total_reward_ma:7784.71 loss:2.01 fps:1541 +frame:7.95e+06 wall_t:5158 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.573 +2026-01-08 14:29:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7825.50 total_reward_ma:7784.32 loss:2.261 fps:1541 +frame:7.96e+06 wall_t:5165 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 14:29:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7805.10 total_reward_ma:7783.67 loss:3.469 fps:1541 +frame:7.97e+06 wall_t:5171 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 14:29:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7842.20 total_reward_ma:7783.65 loss:1.886 fps:1541 +frame:7.98e+06 wall_t:5178 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.282 +2026-01-08 14:29:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7830.80 total_reward_ma:7782.13 loss:2.636 fps:1541 +frame:7.99e+06 wall_t:5184 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 14:29:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7940.40 total_reward_ma:7782.07 loss:1.369 fps:1541 +frame:8.00e+06 wall_t:5190 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.67 +2026-01-08 14:30:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7921.90 total_reward_ma:7781.03 loss:1.5 fps:1541 +frame:8.01e+06 wall_t:5197 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.467 +2026-01-08 14:30:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7961.70 total_reward_ma:7780.35 loss:0.8795 fps:1541 +frame:8.02e+06 wall_t:5203 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.408 +2026-01-08 14:30:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7887.50 total_reward_ma:7777.69 loss:1.243 fps:1542 +frame:8.03e+06 wall_t:5209 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 14:30:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7882.80 total_reward_ma:7774.67 loss:0.6149 fps:1542 +frame:8.04e+06 wall_t:5215 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.441 +2026-01-08 14:30:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7846.70 total_reward_ma:7771.81 loss:2.098 fps:1542 +frame:8.05e+06 wall_t:5222 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.596 +2026-01-08 14:30:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7765.20 total_reward_ma:7768.29 loss:1.425 fps:1542 +frame:8.06e+06 wall_t:5227 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.612 +2026-01-08 14:30:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7708.90 total_reward_ma:7765.93 loss:2.312 fps:1542 +frame:8.07e+06 wall_t:5234 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.465 +2026-01-08 14:30:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7680.40 total_reward_ma:7763.19 loss:1.371 fps:1542 +frame:8.08e+06 wall_t:5241 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 14:30:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7677.80 total_reward_ma:7760.93 loss:1.741 fps:1542 +frame:8.09e+06 wall_t:5248 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.361 +2026-01-08 14:31:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7674.40 total_reward_ma:7758.86 loss:1.712 fps:1541 +frame:8.10e+06 wall_t:5255 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.263 +2026-01-08 14:31:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7569.80 total_reward_ma:7756.15 loss:1.663 fps:1542 +frame:8.11e+06 wall_t:5260 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.724 +2026-01-08 14:31:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7636.00 total_reward_ma:7753.72 loss:2.097 fps:1542 +frame:8.12e+06 wall_t:5267 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.243 +2026-01-08 14:31:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7590.10 total_reward_ma:7751.57 loss:0.7187 fps:1542 +frame:8.13e+06 wall_t:5273 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.506 +2026-01-08 14:31:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7574.40 total_reward_ma:7749.18 loss:1.944 fps:1542 +frame:8.14e+06 wall_t:5279 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 14:31:33 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7595.00 total_reward_ma:7747.14 loss:0.8011 fps:1542 +frame:8.15e+06 wall_t:5286 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.445 +2026-01-08 14:31:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7655.10 total_reward_ma:7745.98 loss:1.682 fps:1542 +frame:8.16e+06 wall_t:5292 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.444 +2026-01-08 14:31:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7679.30 total_reward_ma:7745.12 loss:1.374 fps:1542 +frame:8.17e+06 wall_t:5299 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.593 +2026-01-08 14:31:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7688.90 total_reward_ma:7744.42 loss:0.9847 fps:1542 +frame:8.18e+06 wall_t:5305 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.58 +2026-01-08 14:31:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7744.70 total_reward_ma:7744.33 loss:1.003 fps:1542 +frame:8.19e+06 wall_t:5311 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.584 +2026-01-08 14:32:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7717.90 total_reward_ma:7743.91 loss:0.9124 fps:1542 +frame:8.20e+06 wall_t:5317 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.435 +2026-01-08 14:32:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7813.20 total_reward_ma:7745.81 loss:1.759 fps:1542 +frame:8.21e+06 wall_t:5323 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.186 +2026-01-08 14:32:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7844.80 total_reward_ma:7748.55 loss:2.758 fps:1543 +frame:8.22e+06 wall_t:5328 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.497 +2026-01-08 14:32:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7810.10 total_reward_ma:7751.36 loss:1.451 fps:1543 +frame:8.23e+06 wall_t:5334 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.568 +2026-01-08 14:32:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7790.30 total_reward_ma:7753.59 loss:0.8971 fps:1543 +frame:8.24e+06 wall_t:5341 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.203 +2026-01-08 14:32:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7824.10 total_reward_ma:7755.77 loss:0.7707 fps:1543 +frame:8.25e+06 wall_t:5347 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.502 +2026-01-08 14:32:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7842.90 total_reward_ma:7757.55 loss:1.34 fps:1543 +frame:8.26e+06 wall_t:5353 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.324 +2026-01-08 14:32:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7858.40 total_reward_ma:7759.32 loss:1.067 fps:1543 +frame:8.27e+06 wall_t:5359 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.387 +2026-01-08 14:32:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7974.70 total_reward_ma:7762.58 loss:0.8058 fps:1543 +frame:8.28e+06 wall_t:5365 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.456 +2026-01-08 14:32:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7982.90 total_reward_ma:7765.54 loss:1.684 fps:1543 +frame:8.29e+06 wall_t:5371 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.267 +2026-01-08 14:33:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8014.50 total_reward_ma:7769.27 loss:0.7079 fps:1544 +frame:8.30e+06 wall_t:5377 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.263 +2026-01-08 14:33:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7978.10 total_reward_ma:7772.46 loss:1.473 fps:1543 +frame:8.31e+06 wall_t:5384 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 14:33:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8004.60 total_reward_ma:7775.79 loss:0.5104 fps:1544 +frame:8.32e+06 wall_t:5390 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.587 +2026-01-08 14:33:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7907.30 total_reward_ma:7777.68 loss:1.573 fps:1543 +frame:8.33e+06 wall_t:5397 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.392 +2026-01-08 14:33:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7852.90 total_reward_ma:7778.41 loss:1.133 fps:1544 +frame:8.34e+06 wall_t:5403 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.566 +2026-01-08 14:33:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7791.70 total_reward_ma:7777.79 loss:1.733 fps:1544 +frame:8.35e+06 wall_t:5409 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.422 +2026-01-08 14:33:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7819.50 total_reward_ma:7778.26 loss:1.073 fps:1544 +frame:8.36e+06 wall_t:5415 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 14:33:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7826.20 total_reward_ma:7778.77 loss:1.229 fps:1544 +frame:8.37e+06 wall_t:5422 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.331 +2026-01-08 14:33:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7842.20 total_reward_ma:7780.47 loss:0.358 fps:1544 +frame:8.38e+06 wall_t:5428 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.754 +2026-01-08 14:34:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7854.90 total_reward_ma:7781.74 loss:1.165 fps:1544 +frame:8.39e+06 wall_t:5434 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.402 +2026-01-08 14:34:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7846.00 total_reward_ma:7782.92 loss:1.232 fps:1544 +frame:8.40e+06 wall_t:5440 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.347 +2026-01-08 14:34:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7818.40 total_reward_ma:7784.07 loss:1.531 fps:1544 +frame:8.41e+06 wall_t:5446 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:34:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7828.10 total_reward_ma:7785.32 loss:1.499 fps:1545 +frame:8.42e+06 wall_t:5451 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.446 +2026-01-08 14:34:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7869.50 total_reward_ma:7786.99 loss:1.154 fps:1545 +frame:8.43e+06 wall_t:5457 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 14:34:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7871.40 total_reward_ma:7789.21 loss:0.4662 fps:1545 +frame:8.44e+06 wall_t:5464 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.051 +2026-01-08 14:34:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7869.00 total_reward_ma:7790.32 loss:0.841 fps:1545 +frame:8.45e+06 wall_t:5469 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.379 +2026-01-08 14:34:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7919.00 total_reward_ma:7792.10 loss:0.4383 fps:1545 +frame:8.46e+06 wall_t:5476 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.626 +2026-01-08 14:34:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8056.00 total_reward_ma:7796.05 loss:1.764 fps:1545 +frame:8.47e+06 wall_t:5482 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.382 +2026-01-08 14:34:55 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8015.80 total_reward_ma:7799.04 loss:1.407 fps:1545 +frame:8.48e+06 wall_t:5488 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.643 +2026-01-08 14:35:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8105.10 total_reward_ma:7801.78 loss:1.871 fps:1545 +frame:8.49e+06 wall_t:5494 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.226 +2026-01-08 14:35:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8060.00 total_reward_ma:7803.82 loss:1.33 fps:1545 +frame:8.50e+06 wall_t:5500 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.671 +2026-01-08 14:35:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8058.10 total_reward_ma:7805.82 loss:1.547 fps:1546 +frame:8.51e+06 wall_t:5506 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 14:35:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8014.30 total_reward_ma:7806.97 loss:1.54 fps:1546 +frame:8.52e+06 wall_t:5512 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.697 +2026-01-08 14:35:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8088.30 total_reward_ma:7809.17 loss:1.774 fps:1546 +frame:8.53e+06 wall_t:5519 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 14:35:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7998.80 total_reward_ma:7811.11 loss:1.054 fps:1546 +frame:8.54e+06 wall_t:5524 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.404 +2026-01-08 14:35:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7972.30 total_reward_ma:7812.69 loss:2.007 fps:1546 +frame:8.55e+06 wall_t:5530 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.209 +2026-01-08 14:35:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7936.20 total_reward_ma:7813.55 loss:1.161 fps:1546 +frame:8.56e+06 wall_t:5537 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.553 +2026-01-08 14:35:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7970.50 total_reward_ma:7814.12 loss:1.399 fps:1546 +frame:8.57e+06 wall_t:5543 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.393 +2026-01-08 14:35:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7850.80 total_reward_ma:7813.21 loss:1.437 fps:1546 +frame:8.58e+06 wall_t:5549 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.518 +2026-01-08 14:36:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7874.10 total_reward_ma:7812.35 loss:1.774 fps:1546 +frame:8.59e+06 wall_t:5555 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.633 +2026-01-08 14:36:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7923.40 total_reward_ma:7811.38 loss:1.933 fps:1547 +frame:8.60e+06 wall_t:5560 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 14:36:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7919.60 total_reward_ma:7810.05 loss:1.057 fps:1547 +frame:8.61e+06 wall_t:5566 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.296 +2026-01-08 14:36:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7962.20 total_reward_ma:7809.32 loss:1.082 fps:1547 +frame:8.62e+06 wall_t:5571 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.223 +2026-01-08 14:36:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8022.00 total_reward_ma:7809.43 loss:2.507 fps:1547 +frame:8.63e+06 wall_t:5577 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:36:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8052.90 total_reward_ma:7809.89 loss:2.916 fps:1548 +frame:8.64e+06 wall_t:5583 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.452 +2026-01-08 14:36:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8001.80 total_reward_ma:7809.81 loss:1.856 fps:1547 +frame:8.65e+06 wall_t:5590 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.304 +2026-01-08 14:36:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7930.70 total_reward_ma:7809.13 loss:1.911 fps:1548 +frame:8.66e+06 wall_t:5596 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 14:36:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7924.50 total_reward_ma:7807.46 loss:0.4662 fps:1547 +frame:8.67e+06 wall_t:5603 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 14:36:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7934.00 total_reward_ma:7807.26 loss:1.924 fps:1548 +frame:8.68e+06 wall_t:5609 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.605 +2026-01-08 14:37:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7916.80 total_reward_ma:7806.41 loss:0.9749 fps:1548 +frame:8.69e+06 wall_t:5615 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 14:37:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7940.50 total_reward_ma:7806.45 loss:0.5581 fps:1548 +frame:8.70e+06 wall_t:5621 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.495 +2026-01-08 14:37:14 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7975.70 total_reward_ma:7807.28 loss:2.027 fps:1548 +frame:8.71e+06 wall_t:5627 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.326 +2026-01-08 14:37:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7987.00 total_reward_ma:7810.05 loss:2.085 fps:1548 +frame:8.72e+06 wall_t:5633 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 14:37:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7992.50 total_reward_ma:7812.51 loss:0.6407 fps:1548 +frame:8.73e+06 wall_t:5639 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.543 +2026-01-08 14:37:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7975.30 total_reward_ma:7815.39 loss:0.8773 fps:1548 +frame:8.74e+06 wall_t:5645 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:37:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8003.30 total_reward_ma:7819.51 loss:1.615 fps:1548 +frame:8.75e+06 wall_t:5651 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.529 +2026-01-08 14:37:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8008.90 total_reward_ma:7824.19 loss:1.247 fps:1549 +frame:8.76e+06 wall_t:5657 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.626 +2026-01-08 14:37:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8023.70 total_reward_ma:7829.02 loss:2.393 fps:1549 +frame:8.77e+06 wall_t:5663 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.654 +2026-01-08 14:37:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8002.20 total_reward_ma:7833.87 loss:1.102 fps:1549 +frame:8.78e+06 wall_t:5669 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.454 +2026-01-08 14:38:01 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8029.00 total_reward_ma:7839.57 loss:2.077 fps:1549 +frame:8.79e+06 wall_t:5674 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.623 +2026-01-08 14:38:07 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8023.70 total_reward_ma:7845.56 loss:1.477 fps:1549 +frame:8.80e+06 wall_t:5680 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 14:38:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8022.00 total_reward_ma:7850.31 loss:1.034 fps:1549 +frame:8.81e+06 wall_t:5686 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 14:38:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8037.90 total_reward_ma:7855.49 loss:0.5719 fps:1550 +frame:8.82e+06 wall_t:5691 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.584 +2026-01-08 14:38:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8003.80 total_reward_ma:7860.25 loss:1.244 fps:1550 +frame:8.83e+06 wall_t:5697 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.44 +2026-01-08 14:38:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7978.20 total_reward_ma:7864.05 loss:1.277 fps:1550 +frame:8.84e+06 wall_t:5702 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 14:38:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8020.80 total_reward_ma:7868.16 loss:0.9602 fps:1550 +frame:8.85e+06 wall_t:5708 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.541 +2026-01-08 14:38:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7856.70 total_reward_ma:7871.24 loss:0.5549 fps:1551 +frame:8.86e+06 wall_t:5714 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.69 +2026-01-08 14:38:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7862.50 total_reward_ma:7875.00 loss:1.446 fps:1551 +frame:8.87e+06 wall_t:5720 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.585 +2026-01-08 14:38:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7850.80 total_reward_ma:7877.94 loss:2.26 fps:1551 +frame:8.88e+06 wall_t:5725 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.517 +2026-01-08 14:38:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7824.70 total_reward_ma:7880.24 loss:1.977 fps:1551 +frame:8.89e+06 wall_t:5731 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.472 +2026-01-08 14:39:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7797.20 total_reward_ma:7881.94 loss:2.885 fps:1551 +frame:8.90e+06 wall_t:5737 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:39:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7784.90 total_reward_ma:7882.88 loss:1.492 fps:1551 +frame:8.91e+06 wall_t:5743 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.623 +2026-01-08 14:39:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7866.30 total_reward_ma:7884.15 loss:1.357 fps:1551 +frame:8.92e+06 wall_t:5750 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.287 +2026-01-08 14:39:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7831.60 total_reward_ma:7884.12 loss:0.3792 fps:1551 +frame:8.93e+06 wall_t:5756 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.258 +2026-01-08 14:39:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7869.80 total_reward_ma:7884.04 loss:1.341 fps:1552 +frame:8.94e+06 wall_t:5762 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 14:39:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7853.60 total_reward_ma:7883.68 loss:0.7295 fps:1552 +frame:8.95e+06 wall_t:5768 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.701 +2026-01-08 14:39:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7869.00 total_reward_ma:7884.12 loss:1.027 fps:1552 +frame:8.96e+06 wall_t:5775 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 14:39:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7854.90 total_reward_ma:7884.61 loss:2.005 fps:1552 +frame:8.97e+06 wall_t:5780 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.594 +2026-01-08 14:39:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7747.20 total_reward_ma:7883.66 loss:1.685 fps:1552 +frame:8.98e+06 wall_t:5786 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.315 +2026-01-08 14:39:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7791.00 total_reward_ma:7883.26 loss:1.519 fps:1552 +frame:8.99e+06 wall_t:5792 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.292 +2026-01-08 14:40:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7810.40 total_reward_ma:7881.96 loss:1.688 fps:1552 +frame:9.00e+06 wall_t:5799 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.591 +2026-01-08 14:40:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7816.10 total_reward_ma:7880.91 loss:1.716 fps:1552 +frame:9.01e+06 wall_t:5804 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.462 +2026-01-08 14:40:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7758.50 total_reward_ma:7878.88 loss:1.146 fps:1552 +frame:9.02e+06 wall_t:5810 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.333 +2026-01-08 14:40:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7763.30 total_reward_ma:7877.63 loss:1.536 fps:1553 +frame:9.03e+06 wall_t:5816 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.385 +2026-01-08 14:40:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7850.40 total_reward_ma:7877.31 loss:1.78 fps:1553 +frame:9.04e+06 wall_t:5822 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.543 +2026-01-08 14:40:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7843.50 total_reward_ma:7877.28 loss:1.17 fps:1553 +frame:9.05e+06 wall_t:5828 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.317 +2026-01-08 14:40:42 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7911.90 total_reward_ma:7878.74 loss:1.333 fps:1553 +frame:9.06e+06 wall_t:5835 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.422 +2026-01-08 14:40:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7901.70 total_reward_ma:7880.67 loss:1.307 fps:1553 +frame:9.07e+06 wall_t:5841 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 14:40:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7875.50 total_reward_ma:7882.62 loss:0.5563 fps:1553 +frame:9.08e+06 wall_t:5847 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.567 +2026-01-08 14:41:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7865.60 total_reward_ma:7884.50 loss:0.2749 fps:1553 +frame:9.09e+06 wall_t:5853 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.526 +2026-01-08 14:41:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7899.70 total_reward_ma:7886.75 loss:3.312 fps:1553 +frame:9.10e+06 wall_t:5859 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.37 +2026-01-08 14:41:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7922.10 total_reward_ma:7890.28 loss:2.46 fps:1553 +frame:9.11e+06 wall_t:5865 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.48 +2026-01-08 14:41:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7963.90 total_reward_ma:7893.56 loss:2.645 fps:1553 +frame:9.12e+06 wall_t:5871 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.294 +2026-01-08 14:41:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7968.00 total_reward_ma:7897.33 loss:2.082 fps:1553 +frame:9.13e+06 wall_t:5878 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.37 +2026-01-08 14:41:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7930.30 total_reward_ma:7900.89 loss:1.932 fps:1553 +frame:9.14e+06 wall_t:5884 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.338 +2026-01-08 14:41:38 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7976.20 total_reward_ma:7904.71 loss:0.288 fps:1553 +frame:9.15e+06 wall_t:5891 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.396 +2026-01-08 14:41:44 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7968.40 total_reward_ma:7907.84 loss:0.6678 fps:1553 +frame:9.16e+06 wall_t:5897 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.682 +2026-01-08 14:41:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7950.60 total_reward_ma:7910.55 loss:2.113 fps:1553 +frame:9.17e+06 wall_t:5904 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.347 +2026-01-08 14:41:57 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7838.90 total_reward_ma:7912.05 loss:1.389 fps:1553 +frame:9.18e+06 wall_t:5910 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.735 +2026-01-08 14:42:03 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7779.30 total_reward_ma:7912.40 loss:0.5518 fps:1553 +frame:9.19e+06 wall_t:5916 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.277 +2026-01-08 14:42:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7832.90 total_reward_ma:7913.55 loss:0.42 fps:1553 +frame:9.20e+06 wall_t:5923 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.545 +2026-01-08 14:42:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7883.20 total_reward_ma:7914.25 loss:1.907 fps:1553 +frame:9.21e+06 wall_t:5929 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.9686 +2026-01-08 14:42:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7882.60 total_reward_ma:7914.63 loss:0.6732 fps:1553 +frame:9.22e+06 wall_t:5935 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 14:42:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7899.50 total_reward_ma:7915.52 loss:0.6149 fps:1554 +frame:9.23e+06 wall_t:5940 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.203 +2026-01-08 14:42:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7928.90 total_reward_ma:7916.91 loss:1.123 fps:1554 +frame:9.24e+06 wall_t:5947 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.36 +2026-01-08 14:42:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7927.40 total_reward_ma:7917.94 loss:1.955 fps:1554 +frame:9.25e+06 wall_t:5953 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.834 +2026-01-08 14:42:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7862.70 total_reward_ma:7918.14 loss:1.494 fps:1554 +frame:9.26e+06 wall_t:5960 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.394 +2026-01-08 14:42:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7958.00 total_reward_ma:7919.13 loss:1.108 fps:1554 +frame:9.27e+06 wall_t:5967 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.297 +2026-01-08 14:43:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7954.60 total_reward_ma:7918.93 loss:2.126 fps:1554 +frame:9.28e+06 wall_t:5973 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.269 +2026-01-08 14:43:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7945.80 total_reward_ma:7918.56 loss:1.331 fps:1554 +frame:9.29e+06 wall_t:5979 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.634 +2026-01-08 14:43:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7962.80 total_reward_ma:7918.04 loss:1.107 fps:1554 +frame:9.30e+06 wall_t:5985 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:43:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8095.80 total_reward_ma:7919.22 loss:1.084 fps:1554 +frame:9.31e+06 wall_t:5991 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.747 +2026-01-08 14:43:25 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8015.30 total_reward_ma:7919.33 loss:1.564 fps:1554 +frame:9.32e+06 wall_t:5998 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.192 +2026-01-08 14:43:31 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8045.60 total_reward_ma:7920.71 loss:0.7609 fps:1554 +frame:9.33e+06 wall_t:6004 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.539 +2026-01-08 14:43:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7939.90 total_reward_ma:7921.58 loss:1.381 fps:1554 +frame:9.34e+06 wall_t:6009 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.069 +2026-01-08 14:43:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7923.10 total_reward_ma:7922.90 loss:1.556 fps:1554 +frame:9.35e+06 wall_t:6016 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.253 +2026-01-08 14:43:48 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7937.10 total_reward_ma:7924.07 loss:1.64 fps:1555 +frame:9.36e+06 wall_t:6021 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 14:43:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7861.80 total_reward_ma:7924.43 loss:2.478 fps:1555 +frame:9.37e+06 wall_t:6027 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.428 +2026-01-08 14:44:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7913.10 total_reward_ma:7925.14 loss:1.951 fps:1555 +frame:9.38e+06 wall_t:6033 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.324 +2026-01-08 14:44:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7839.10 total_reward_ma:7924.98 loss:1.035 fps:1555 +frame:9.39e+06 wall_t:6038 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.321 +2026-01-08 14:44:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7891.80 total_reward_ma:7925.44 loss:1.58 fps:1555 +frame:9.40e+06 wall_t:6044 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 14:44:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7867.20 total_reward_ma:7925.92 loss:1.245 fps:1555 +frame:9.41e+06 wall_t:6050 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.431 +2026-01-08 14:44:22 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7757.70 total_reward_ma:7925.22 loss:1.474 fps:1556 +frame:9.42e+06 wall_t:6055 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.356 +2026-01-08 14:44:28 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7697.60 total_reward_ma:7923.50 loss:1.736 fps:1556 +frame:9.43e+06 wall_t:6061 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.464 +2026-01-08 14:44:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7780.10 total_reward_ma:7922.59 loss:1.999 fps:1556 +frame:9.44e+06 wall_t:6067 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.449 +2026-01-08 14:44:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7794.20 total_reward_ma:7921.84 loss:1.931 fps:1556 +frame:9.45e+06 wall_t:6073 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.491 +2026-01-08 14:44:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7817.60 total_reward_ma:7920.83 loss:1.567 fps:1556 +frame:9.46e+06 wall_t:6079 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 14:44:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7873.80 total_reward_ma:7919.00 loss:1.664 fps:1556 +frame:9.47e+06 wall_t:6086 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.601 +2026-01-08 14:44:59 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7893.20 total_reward_ma:7917.78 loss:1.22 fps:1556 +frame:9.48e+06 wall_t:6092 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.9975 +2026-01-08 14:45:05 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7774.50 total_reward_ma:7914.47 loss:1.296 fps:1556 +frame:9.49e+06 wall_t:6098 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.784 +2026-01-08 14:45:11 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7834.20 total_reward_ma:7912.21 loss:1.492 fps:1556 +frame:9.50e+06 wall_t:6104 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 14:45:17 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7856.40 total_reward_ma:7910.20 loss:0.9262 fps:1556 +frame:9.51e+06 wall_t:6110 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.624 +2026-01-08 14:45:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7825.20 total_reward_ma:7908.31 loss:2.822 fps:1557 +frame:9.52e+06 wall_t:6116 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 14:45:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7828.00 total_reward_ma:7905.70 loss:1.543 fps:1557 +frame:9.53e+06 wall_t:6122 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.519 +2026-01-08 14:45:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7890.90 total_reward_ma:7904.62 loss:1.538 fps:1557 +frame:9.54e+06 wall_t:6128 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:45:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7886.70 total_reward_ma:7903.77 loss:2.053 fps:1557 +frame:9.55e+06 wall_t:6133 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.227 +2026-01-08 14:45:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7931.90 total_reward_ma:7903.73 loss:1.917 fps:1557 +frame:9.56e+06 wall_t:6139 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.311 +2026-01-08 14:45:52 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7861.40 total_reward_ma:7902.63 loss:0.672 fps:1557 +frame:9.57e+06 wall_t:6145 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.424 +2026-01-08 14:45:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7853.50 total_reward_ma:7902.66 loss:0.9584 fps:1557 +frame:9.58e+06 wall_t:6151 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.261 +2026-01-08 14:46:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7926.70 total_reward_ma:7903.19 loss:1.176 fps:1558 +frame:9.59e+06 wall_t:6157 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.629 +2026-01-08 14:46:09 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7982.30 total_reward_ma:7903.78 loss:1.006 fps:1558 +frame:9.60e+06 wall_t:6162 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 14:46:16 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8038.70 total_reward_ma:7904.97 loss:0.8535 fps:1558 +frame:9.61e+06 wall_t:6169 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.52 +2026-01-08 14:46:21 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8072.10 total_reward_ma:7906.07 loss:1.682 fps:1558 +frame:9.62e+06 wall_t:6174 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.9665 +2026-01-08 14:46:27 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8159.60 total_reward_ma:7907.44 loss:0.8375 fps:1558 +frame:9.63e+06 wall_t:6180 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.275 +2026-01-08 14:46:34 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8130.10 total_reward_ma:7908.21 loss:0.5356 fps:1558 +frame:9.64e+06 wall_t:6187 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.9547 +2026-01-08 14:46:39 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8018.90 total_reward_ma:7908.39 loss:1.605 fps:1558 +frame:9.65e+06 wall_t:6192 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.026 +2026-01-08 14:46:45 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8117.10 total_reward_ma:7910.25 loss:1.023 fps:1559 +frame:9.66e+06 wall_t:6198 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.617 +2026-01-08 14:46:50 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8120.60 total_reward_ma:7912.21 loss:1.667 fps:1559 +frame:9.67e+06 wall_t:6203 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.293 +2026-01-08 14:46:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8258.10 total_reward_ma:7915.45 loss:1.405 fps:1559 +frame:9.68e+06 wall_t:6209 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.403 +2026-01-08 14:47:02 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8244.70 total_reward_ma:7918.73 loss:0.7797 fps:1559 +frame:9.69e+06 wall_t:6215 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.255 +2026-01-08 14:47:08 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8227.90 total_reward_ma:7921.60 loss:1.553 fps:1559 +frame:9.70e+06 wall_t:6221 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.465 +2026-01-08 14:47:13 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8266.60 total_reward_ma:7924.51 loss:1.518 fps:1560 +frame:9.71e+06 wall_t:6226 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.399 +2026-01-08 14:47:19 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8234.90 total_reward_ma:7926.99 loss:1.546 fps:1560 +frame:9.72e+06 wall_t:6232 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.325 +2026-01-08 14:47:24 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8187.00 total_reward_ma:7928.94 loss:0.5623 fps:1560 +frame:9.73e+06 wall_t:6237 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.224 +2026-01-08 14:47:30 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8138.10 total_reward_ma:7930.56 loss:1.307 fps:1560 +frame:9.74e+06 wall_t:6243 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.236 +2026-01-08 14:47:36 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8146.80 total_reward_ma:7932.00 loss:1.157 fps:1560 +frame:9.75e+06 wall_t:6249 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.381 +2026-01-08 14:47:41 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8137.60 total_reward_ma:7933.29 loss:0.8272 fps:1561 +frame:9.76e+06 wall_t:6254 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.245 +2026-01-08 14:47:47 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8212.20 total_reward_ma:7935.17 loss:0.8467 fps:1561 +frame:9.77e+06 wall_t:6260 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.411 +2026-01-08 14:47:53 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8267.30 total_reward_ma:7937.82 loss:0.9744 fps:1561 +frame:9.78e+06 wall_t:6266 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.34 +2026-01-08 14:47:58 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8193.70 total_reward_ma:7939.47 loss:1.086 fps:1561 +frame:9.79e+06 wall_t:6271 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.276 +2026-01-08 14:48:04 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8190.40 total_reward_ma:7941.14 loss:2.643 fps:1561 +frame:9.80e+06 wall_t:6277 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.552 +2026-01-08 14:48:10 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8180.00 total_reward_ma:7942.72 loss:1.099 fps:1561 +frame:9.81e+06 wall_t:6283 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.42 +2026-01-08 14:48:15 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8147.80 total_reward_ma:7943.82 loss:0.5524 fps:1562 +frame:9.82e+06 wall_t:6288 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.618 +2026-01-08 14:48:20 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8151.60 total_reward_ma:7945.29 loss:1.445 fps:1562 +frame:9.83e+06 wall_t:6293 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.254 +2026-01-08 14:48:26 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8159.70 total_reward_ma:7947.11 loss:1.994 fps:1562 +frame:9.84e+06 wall_t:6299 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.287 +2026-01-08 14:48:32 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8144.20 total_reward_ma:7948.34 loss:1.711 fps:1562 +frame:9.85e+06 wall_t:6305 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.9571 +2026-01-08 14:48:37 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8066.90 total_reward_ma:7950.44 loss:0.6749 fps:1563 +frame:9.86e+06 wall_t:6310 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.295 +2026-01-08 14:48:43 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:8058.00 total_reward_ma:7952.40 loss:2.611 fps:1563 +frame:9.87e+06 wall_t:6316 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.33 +2026-01-08 14:48:49 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7917.70 total_reward_ma:7953.07 loss:0.7348 fps:1563 +frame:9.88e+06 wall_t:6322 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.653 +2026-01-08 14:48:54 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7875.30 total_reward_ma:7953.58 loss:1.138 fps:1563 +frame:9.89e+06 wall_t:6327 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.412 +2026-01-08 14:49:00 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7846.40 total_reward_ma:7954.07 loss:1.968 fps:1563 +frame:9.90e+06 wall_t:6333 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.449 +2026-01-08 14:49:06 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7881.90 total_reward_ma:7955.04 loss:1.786 fps:1563 +frame:9.91e+06 wall_t:6339 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.496 +2026-01-08 14:49:12 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7894.60 total_reward_ma:7955.32 loss:1.406 fps:1563 +frame:9.92e+06 wall_t:6345 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.212 +2026-01-08 14:49:18 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7816.80 total_reward_ma:7955.17 loss:3.057 fps:1564 +frame:9.93e+06 wall_t:6351 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.503 +2026-01-08 14:49:23 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7711.60 total_reward_ma:7953.59 loss:1.141 fps:1564 +frame:9.94e+06 wall_t:6356 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.207 +2026-01-08 14:49:29 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7652.10 total_reward_ma:7951.58 loss:1.066 fps:1564 +frame:9.95e+06 wall_t:6362 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.201 +2026-01-08 14:49:35 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7572.40 total_reward_ma:7948.61 loss:1.194 fps:1564 +frame:9.96e+06 wall_t:6368 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.165 +2026-01-08 14:49:40 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7613.70 total_reward_ma:7946.20 loss:1.172 fps:1564 +frame:9.97e+06 wall_t:6373 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.369 +2026-01-08 14:49:46 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7653.50 total_reward_ma:7945.26 loss:1.167 fps:1565 +frame:9.98e+06 wall_t:6379 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.347 +2026-01-08 14:49:51 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7754.40 total_reward_ma:7944.89 loss:1.196 fps:1565 +frame:9.99e+06 wall_t:6384 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.902 +2026-01-08 14:49:56 | INFO | PID:1277 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_krull_t0_s1 [train] +total_reward:7841.20 total_reward_ma:7945.20 loss:1.992 fps:1565 +frame:1.00e+07 wall_t:6389 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.372 +2026-01-08 14:49:57 | INFO | PID:1277 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s2.log b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..f6277a7088308f607af5ad0c33655c07a76aa21d --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-08 13:03:25 | INFO | PID:1278 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:03:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:269.00 total_reward_ma:269.00 loss:0.4176 fps:833.3 +frame:1.00e+04 wall_t:12 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.866 +2026-01-08 13:03:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:1766.67 total_reward_ma:1017.83 loss:0.349 fps:1000 +frame:2.00e+04 wall_t:20 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.857 +2026-01-08 13:03:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:2137.50 total_reward_ma:1391.06 loss:0.3154 fps:1071 +frame:3.00e+04 wall_t:28 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.823 +2026-01-08 13:04:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:2122.92 total_reward_ma:1574.02 loss:0.6638 fps:1081 +frame:4.00e+04 wall_t:37 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.781 +2026-01-08 13:04:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:2385.00 total_reward_ma:1736.22 loss:0.795 fps:1136 +frame:5.00e+04 wall_t:44 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.75 +2026-01-08 13:04:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:2514.62 total_reward_ma:1865.95 loss:0.7125 fps:1176 +frame:6.00e+04 wall_t:51 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.726 +2026-01-08 13:04:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:2645.83 total_reward_ma:1977.36 loss:0.6006 fps:1207 +frame:7.00e+04 wall_t:58 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.735 +2026-01-08 13:04:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:2699.62 total_reward_ma:2067.64 loss:0.8207 fps:1231 +frame:8.00e+04 wall_t:65 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.673 +2026-01-08 13:04:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:2900.32 total_reward_ma:2160.16 loss:0.6967 fps:1268 +frame:9.00e+04 wall_t:71 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.628 +2026-01-08 13:04:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:2923.24 total_reward_ma:2236.47 loss:0.7429 fps:1282 +frame:1.00e+05 wall_t:78 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.583 +2026-01-08 13:04:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3004.61 total_reward_ma:2306.30 loss:0.7813 fps:1294 +frame:1.10e+05 wall_t:85 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.568 +2026-01-08 13:05:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3090.72 total_reward_ma:2371.67 loss:0.7005 fps:1290 +frame:1.20e+05 wall_t:93 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.487 +2026-01-08 13:05:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3151.76 total_reward_ma:2431.68 loss:0.6808 fps:1300 +frame:1.30e+05 wall_t:100 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.487 +2026-01-08 13:05:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3149.59 total_reward_ma:2482.96 loss:0.5824 fps:1296 +frame:1.40e+05 wall_t:108 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.453 +2026-01-08 13:05:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3196.00 total_reward_ma:2530.49 loss:0.5273 fps:1304 +frame:1.50e+05 wall_t:115 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.445 +2026-01-08 13:05:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3390.40 total_reward_ma:2584.24 loss:0.5801 fps:1311 +frame:1.60e+05 wall_t:122 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.425 +2026-01-08 13:05:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3477.30 total_reward_ma:2636.77 loss:0.569 fps:1318 +frame:1.70e+05 wall_t:129 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.319 +2026-01-08 13:05:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3540.80 total_reward_ma:2686.99 loss:0.6095 fps:1333 +frame:1.80e+05 wall_t:135 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.341 +2026-01-08 13:05:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3572.60 total_reward_ma:2733.60 loss:0.9821 fps:1338 +frame:1.90e+05 wall_t:142 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.125 +2026-01-08 13:05:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3589.30 total_reward_ma:2776.39 loss:0.72 fps:1333 +frame:2.00e+05 wall_t:150 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.143 +2026-01-08 13:06:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3569.00 total_reward_ma:2814.13 loss:0.6942 fps:1338 +frame:2.10e+05 wall_t:157 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.15 +2026-01-08 13:06:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3534.50 total_reward_ma:2846.88 loss:0.7594 fps:1333 +frame:2.20e+05 wall_t:165 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.098 +2026-01-08 13:06:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3513.10 total_reward_ma:2875.84 loss:0.7443 fps:1329 +frame:2.30e+05 wall_t:173 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.219 +2026-01-08 13:06:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3564.00 total_reward_ma:2904.52 loss:0.7598 fps:1333 +frame:2.40e+05 wall_t:180 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.151 +2026-01-08 13:06:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3581.10 total_reward_ma:2931.58 loss:0.5838 fps:1337 +frame:2.50e+05 wall_t:187 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.241 +2026-01-08 13:06:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3561.20 total_reward_ma:2955.80 loss:1.189 fps:1347 +frame:2.60e+05 wall_t:193 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.113 +2026-01-08 13:06:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3611.10 total_reward_ma:2980.07 loss:1.006 fps:1350 +frame:2.70e+05 wall_t:200 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.141 +2026-01-08 13:06:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3718.10 total_reward_ma:3006.42 loss:1.121 fps:1353 +frame:2.80e+05 wall_t:207 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.966 +2026-01-08 13:07:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3796.20 total_reward_ma:3033.66 loss:0.6522 fps:1355 +frame:2.90e+05 wall_t:214 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.07 +2026-01-08 13:07:09 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3792.10 total_reward_ma:3058.94 loss:1.405 fps:1351 +frame:3.00e+05 wall_t:222 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.156 +2026-01-08 13:07:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3881.40 total_reward_ma:3085.47 loss:0.7234 fps:1348 +frame:3.10e+05 wall_t:230 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.075 +2026-01-08 13:07:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:3960.80 total_reward_ma:3112.82 loss:0.8114 fps:1345 +frame:3.20e+05 wall_t:238 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.077 +2026-01-08 13:07:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4005.70 total_reward_ma:3139.88 loss:1.154 fps:1341 +frame:3.30e+05 wall_t:246 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.842 +2026-01-08 13:07:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4123.80 total_reward_ma:3168.82 loss:0.6744 fps:1344 +frame:3.40e+05 wall_t:253 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.069 +2026-01-08 13:07:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4193.50 total_reward_ma:3198.10 loss:1.151 fps:1346 +frame:3.50e+05 wall_t:260 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.877 +2026-01-08 13:07:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4262.30 total_reward_ma:3227.66 loss:0.831 fps:1343 +frame:3.60e+05 wall_t:268 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.324 +2026-01-08 13:08:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4275.20 total_reward_ma:3255.97 loss:0.8849 fps:1345 +frame:3.70e+05 wall_t:275 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.044 +2026-01-08 13:08:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4360.00 total_reward_ma:3285.02 loss:0.9622 fps:1343 +frame:3.80e+05 wall_t:283 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.856 +2026-01-08 13:08:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4444.10 total_reward_ma:3314.74 loss:0.9981 fps:1345 +frame:3.90e+05 wall_t:290 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.742 +2026-01-08 13:08:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4578.30 total_reward_ma:3346.33 loss:1.306 fps:1347 +frame:4.00e+05 wall_t:297 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.844 +2026-01-08 13:08:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4593.20 total_reward_ma:3376.74 loss:1.257 fps:1349 +frame:4.10e+05 wall_t:304 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.682 +2026-01-08 13:08:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4635.00 total_reward_ma:3406.70 loss:1.034 fps:1350 +frame:4.20e+05 wall_t:311 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.931 +2026-01-08 13:08:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4803.00 total_reward_ma:3439.17 loss:1.309 fps:1352 +frame:4.30e+05 wall_t:318 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.871 +2026-01-08 13:08:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4829.00 total_reward_ma:3470.76 loss:1.005 fps:1354 +frame:4.40e+05 wall_t:325 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.64 +2026-01-08 13:08:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4906.50 total_reward_ma:3502.67 loss:1.971 fps:1355 +frame:4.50e+05 wall_t:332 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.597 +2026-01-08 13:09:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4924.00 total_reward_ma:3533.56 loss:1.549 fps:1357 +frame:4.60e+05 wall_t:339 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.684 +2026-01-08 13:09:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:4975.80 total_reward_ma:3564.25 loss:1.014 fps:1358 +frame:4.70e+05 wall_t:346 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.752 +2026-01-08 13:09:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5058.60 total_reward_ma:3595.38 loss:1.083 fps:1360 +frame:4.80e+05 wall_t:353 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.806 +2026-01-08 13:09:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5283.10 total_reward_ma:3629.83 loss:1.011 fps:1365 +frame:4.90e+05 wall_t:359 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.905 +2026-01-08 13:09:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5327.80 total_reward_ma:3663.79 loss:1.141 fps:1366 +frame:5.00e+05 wall_t:366 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.708 +2026-01-08 13:09:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5451.40 total_reward_ma:3698.84 loss:0.5933 fps:1367 +frame:5.10e+05 wall_t:373 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.003 +2026-01-08 13:09:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5458.80 total_reward_ma:3732.68 loss:0.8694 fps:1372 +frame:5.20e+05 wall_t:379 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.638 +2026-01-08 13:09:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5457.00 total_reward_ma:3765.22 loss:1.001 fps:1370 +frame:5.30e+05 wall_t:387 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.809 +2026-01-08 13:10:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5565.40 total_reward_ma:3798.55 loss:0.7721 fps:1374 +frame:5.40e+05 wall_t:393 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.823 +2026-01-08 13:10:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5532.30 total_reward_ma:3830.08 loss:1.036 fps:1372 +frame:5.50e+05 wall_t:401 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.767 +2026-01-08 13:10:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5511.20 total_reward_ma:3860.10 loss:0.809 fps:1376 +frame:5.60e+05 wall_t:407 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.73 +2026-01-08 13:10:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5509.90 total_reward_ma:3889.04 loss:1.204 fps:1377 +frame:5.70e+05 wall_t:414 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.629 +2026-01-08 13:10:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5611.60 total_reward_ma:3918.74 loss:0.8913 fps:1378 +frame:5.80e+05 wall_t:421 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.755 +2026-01-08 13:10:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5631.90 total_reward_ma:3947.78 loss:1.21 fps:1379 +frame:5.90e+05 wall_t:428 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.378 +2026-01-08 13:10:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5685.60 total_reward_ma:3976.74 loss:1.039 fps:1382 +frame:6.00e+05 wall_t:434 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.595 +2026-01-08 13:10:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5729.50 total_reward_ma:4005.47 loss:1.321 fps:1383 +frame:6.10e+05 wall_t:441 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.368 +2026-01-08 13:10:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5717.40 total_reward_ma:4033.09 loss:0.5649 fps:1384 +frame:6.20e+05 wall_t:448 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.748 +2026-01-08 13:11:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5698.30 total_reward_ma:4059.52 loss:1.258 fps:1385 +frame:6.30e+05 wall_t:455 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.434 +2026-01-08 13:11:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5678.50 total_reward_ma:4084.81 loss:1.692 fps:1382 +frame:6.40e+05 wall_t:463 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.553 +2026-01-08 13:11:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5648.30 total_reward_ma:4108.87 loss:0.9382 fps:1383 +frame:6.50e+05 wall_t:470 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.403 +2026-01-08 13:11:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5712.20 total_reward_ma:4133.16 loss:1.318 fps:1387 +frame:6.60e+05 wall_t:476 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.414 +2026-01-08 13:11:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5753.60 total_reward_ma:4157.35 loss:1.12 fps:1390 +frame:6.70e+05 wall_t:482 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.577 +2026-01-08 13:11:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5806.20 total_reward_ma:4181.59 loss:0.8303 fps:1391 +frame:6.80e+05 wall_t:489 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.636 +2026-01-08 13:11:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5884.50 total_reward_ma:4206.27 loss:0.9556 fps:1391 +frame:6.90e+05 wall_t:496 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.452 +2026-01-08 13:11:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:5994.10 total_reward_ma:4231.81 loss:0.8853 fps:1392 +frame:7.00e+05 wall_t:503 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.586 +2026-01-08 13:11:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6026.00 total_reward_ma:4257.08 loss:1.052 fps:1395 +frame:7.10e+05 wall_t:509 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.395 +2026-01-08 13:12:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6030.30 total_reward_ma:4281.71 loss:1.242 fps:1395 +frame:7.20e+05 wall_t:516 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.596 +2026-01-08 13:12:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6087.70 total_reward_ma:4306.45 loss:1.007 fps:1396 +frame:7.30e+05 wall_t:523 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.556 +2026-01-08 13:12:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6072.60 total_reward_ma:4330.32 loss:1.192 fps:1394 +frame:7.40e+05 wall_t:531 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.416 +2026-01-08 13:12:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6148.70 total_reward_ma:4354.56 loss:2.867 fps:1394 +frame:7.50e+05 wall_t:538 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.487 +2026-01-08 13:12:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6141.40 total_reward_ma:4378.07 loss:1.052 fps:1397 +frame:7.60e+05 wall_t:544 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.396 +2026-01-08 13:12:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6170.10 total_reward_ma:4401.35 loss:1.328 fps:1397 +frame:7.70e+05 wall_t:551 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.301 +2026-01-08 13:12:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6281.90 total_reward_ma:4425.46 loss:1.21 fps:1398 +frame:7.80e+05 wall_t:558 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.433 +2026-01-08 13:12:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6219.10 total_reward_ma:4448.16 loss:1.594 fps:1398 +frame:7.90e+05 wall_t:565 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.341 +2026-01-08 13:12:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6201.90 total_reward_ma:4470.08 loss:1.047 fps:1399 +frame:8.00e+05 wall_t:572 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.542 +2026-01-08 13:13:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6189.10 total_reward_ma:4491.31 loss:0.7854 fps:1399 +frame:8.10e+05 wall_t:579 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.267 +2026-01-08 13:13:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6215.60 total_reward_ma:4512.33 loss:1.684 fps:1399 +frame:8.20e+05 wall_t:586 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.351 +2026-01-08 13:13:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6172.20 total_reward_ma:4532.33 loss:0.9513 fps:1400 +frame:8.30e+05 wall_t:593 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.588 +2026-01-08 13:13:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6096.50 total_reward_ma:4550.95 loss:2.183 fps:1400 +frame:8.40e+05 wall_t:600 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.168 +2026-01-08 13:13:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6096.90 total_reward_ma:4569.14 loss:0.911 fps:1400 +frame:8.50e+05 wall_t:607 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.424 +2026-01-08 13:13:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6074.10 total_reward_ma:4586.64 loss:0.6991 fps:1403 +frame:8.60e+05 wall_t:613 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.212 +2026-01-08 13:13:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6103.20 total_reward_ma:4604.07 loss:1.233 fps:1401 +frame:8.70e+05 wall_t:621 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.534 +2026-01-08 13:13:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6081.60 total_reward_ma:4620.86 loss:1.443 fps:1401 +frame:8.80e+05 wall_t:628 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.619 +2026-01-08 13:14:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6061.20 total_reward_ma:4637.05 loss:0.8499 fps:1404 +frame:8.90e+05 wall_t:634 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.485 +2026-01-08 13:14:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6115.00 total_reward_ma:4653.47 loss:0.8503 fps:1404 +frame:9.00e+05 wall_t:641 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.584 +2026-01-08 13:14:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6093.10 total_reward_ma:4669.29 loss:0.763 fps:1404 +frame:9.10e+05 wall_t:648 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.458 +2026-01-08 13:14:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6103.70 total_reward_ma:4684.88 loss:0.9149 fps:1407 +frame:9.20e+05 wall_t:654 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.414 +2026-01-08 13:14:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6173.30 total_reward_ma:4700.88 loss:0.8616 fps:1405 +frame:9.30e+05 wall_t:662 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.473 +2026-01-08 13:14:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6235.60 total_reward_ma:4717.21 loss:0.9389 fps:1405 +frame:9.40e+05 wall_t:669 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.794 +2026-01-08 13:14:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6244.20 total_reward_ma:4733.28 loss:1.283 fps:1407 +frame:9.50e+05 wall_t:675 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.737 +2026-01-08 13:14:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6228.80 total_reward_ma:4748.86 loss:1.248 fps:1408 +frame:9.60e+05 wall_t:682 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.656 +2026-01-08 13:14:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6309.50 total_reward_ma:4764.95 loss:0.6634 fps:1408 +frame:9.70e+05 wall_t:689 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.658 +2026-01-08 13:15:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6333.70 total_reward_ma:4780.96 loss:0.8101 fps:1408 +frame:9.80e+05 wall_t:696 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.746 +2026-01-08 13:15:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6378.10 total_reward_ma:4797.09 loss:1.177 fps:1408 +frame:9.90e+05 wall_t:703 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.937 +2026-01-08 13:15:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6361.10 total_reward_ma:4812.73 loss:1.476 fps:1408 +frame:1.00e+06 wall_t:710 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.6 +2026-01-08 13:15:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6309.10 total_reward_ma:4873.13 loss:0.985 fps:1407 +frame:1.01e+06 wall_t:718 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.491 +2026-01-08 13:15:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6332.90 total_reward_ma:4918.79 loss:0.8433 fps:1407 +frame:1.02e+06 wall_t:725 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.475 +2026-01-08 13:15:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6428.00 total_reward_ma:4961.70 loss:0.84 fps:1409 +frame:1.03e+06 wall_t:731 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.589 +2026-01-08 13:15:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6464.60 total_reward_ma:5005.12 loss:1.384 fps:1409 +frame:1.04e+06 wall_t:738 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.379 +2026-01-08 13:15:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6535.60 total_reward_ma:5046.62 loss:1.825 fps:1409 +frame:1.05e+06 wall_t:745 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.589 +2026-01-08 13:15:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6531.90 total_reward_ma:5086.80 loss:1.39 fps:1410 +frame:1.06e+06 wall_t:752 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.476 +2026-01-08 13:16:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6592.20 total_reward_ma:5126.26 loss:0.9443 fps:1410 +frame:1.07e+06 wall_t:759 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.439 +2026-01-08 13:16:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6595.50 total_reward_ma:5165.22 loss:0.952 fps:1412 +frame:1.08e+06 wall_t:765 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.349 +2026-01-08 13:16:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6649.00 total_reward_ma:5202.71 loss:1.138 fps:1412 +frame:1.09e+06 wall_t:772 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.387 +2026-01-08 13:16:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6672.30 total_reward_ma:5240.20 loss:0.5725 fps:1412 +frame:1.10e+06 wall_t:779 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.332 +2026-01-08 13:16:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6697.40 total_reward_ma:5277.12 loss:1.072 fps:1414 +frame:1.11e+06 wall_t:785 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.337 +2026-01-08 13:16:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6732.10 total_reward_ma:5313.54 loss:1.023 fps:1414 +frame:1.12e+06 wall_t:792 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.599 +2026-01-08 13:16:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6740.40 total_reward_ma:5349.42 loss:1.171 fps:1412 +frame:1.13e+06 wall_t:800 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.9954 +2026-01-08 13:16:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6833.30 total_reward_ma:5386.26 loss:0.8604 fps:1413 +frame:1.14e+06 wall_t:807 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.484 +2026-01-08 13:17:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6925.70 total_reward_ma:5423.56 loss:1.138 fps:1413 +frame:1.15e+06 wall_t:814 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.182 +2026-01-08 13:17:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6959.70 total_reward_ma:5459.25 loss:0.9719 fps:1413 +frame:1.16e+06 wall_t:821 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.555 +2026-01-08 13:17:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6962.30 total_reward_ma:5494.10 loss:0.974 fps:1413 +frame:1.17e+06 wall_t:828 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.597 +2026-01-08 13:17:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6952.50 total_reward_ma:5528.22 loss:1.992 fps:1413 +frame:1.18e+06 wall_t:835 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.581 +2026-01-08 13:17:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6923.40 total_reward_ma:5561.73 loss:0.7015 fps:1415 +frame:1.19e+06 wall_t:841 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.521 +2026-01-08 13:17:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6900.30 total_reward_ma:5594.84 loss:1.886 fps:1415 +frame:1.20e+06 wall_t:848 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.514 +2026-01-08 13:17:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6873.90 total_reward_ma:5627.88 loss:1.035 fps:1415 +frame:1.21e+06 wall_t:855 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.608 +2026-01-08 13:17:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6923.30 total_reward_ma:5661.77 loss:1.159 fps:1412 +frame:1.22e+06 wall_t:864 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.399 +2026-01-08 13:17:58 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6879.70 total_reward_ma:5695.44 loss:0.7498 fps:1412 +frame:1.23e+06 wall_t:871 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.528 +2026-01-08 13:18:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6904.60 total_reward_ma:5728.85 loss:0.9688 fps:1412 +frame:1.24e+06 wall_t:878 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.344 +2026-01-08 13:18:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6942.10 total_reward_ma:5762.46 loss:0.8027 fps:1411 +frame:1.25e+06 wall_t:886 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.341 +2026-01-08 13:18:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7009.40 total_reward_ma:5796.94 loss:1.618 fps:1411 +frame:1.26e+06 wall_t:893 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.435 +2026-01-08 13:18:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7002.70 total_reward_ma:5830.85 loss:1.151 fps:1411 +frame:1.27e+06 wall_t:900 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.392 +2026-01-08 13:18:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7035.90 total_reward_ma:5864.03 loss:0.6498 fps:1411 +frame:1.28e+06 wall_t:907 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.783 +2026-01-08 13:18:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7027.40 total_reward_ma:5896.34 loss:1.388 fps:1411 +frame:1.29e+06 wall_t:914 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.163 +2026-01-08 13:18:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7042.60 total_reward_ma:5928.85 loss:1.414 fps:1413 +frame:1.30e+06 wall_t:920 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.407 +2026-01-08 13:18:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7032.00 total_reward_ma:5960.35 loss:1.38 fps:1413 +frame:1.31e+06 wall_t:927 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.139 +2026-01-08 13:19:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6997.20 total_reward_ma:5990.72 loss:1.207 fps:1412 +frame:1.32e+06 wall_t:935 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.333 +2026-01-08 13:19:09 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7039.80 total_reward_ma:6021.06 loss:1.283 fps:1412 +frame:1.33e+06 wall_t:942 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.286 +2026-01-08 13:19:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7134.60 total_reward_ma:6051.17 loss:2.475 fps:1412 +frame:1.34e+06 wall_t:949 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.339 +2026-01-08 13:19:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7201.20 total_reward_ma:6081.24 loss:1.168 fps:1412 +frame:1.35e+06 wall_t:956 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.58 +2026-01-08 13:19:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7182.40 total_reward_ma:6110.44 loss:0.7156 fps:1412 +frame:1.36e+06 wall_t:963 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.216 +2026-01-08 13:19:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7212.40 total_reward_ma:6139.82 loss:1.436 fps:1414 +frame:1.37e+06 wall_t:969 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.2 +2026-01-08 13:19:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7119.00 total_reward_ma:6167.41 loss:1.734 fps:1414 +frame:1.38e+06 wall_t:976 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.163 +2026-01-08 13:19:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7059.60 total_reward_ma:6193.56 loss:2.27 fps:1414 +frame:1.39e+06 wall_t:983 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.136 +2026-01-08 13:19:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7027.30 total_reward_ma:6218.05 loss:1.743 fps:1414 +frame:1.40e+06 wall_t:990 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.072 +2026-01-08 13:20:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7022.00 total_reward_ma:6242.34 loss:2.989 fps:1413 +frame:1.41e+06 wall_t:998 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.408 +2026-01-08 13:20:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7000.40 total_reward_ma:6265.99 loss:1.157 fps:1413 +frame:1.42e+06 wall_t:1005 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.265 +2026-01-08 13:20:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7008.40 total_reward_ma:6288.05 loss:1.611 fps:1413 +frame:1.43e+06 wall_t:1012 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.469 +2026-01-08 13:20:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6961.10 total_reward_ma:6309.37 loss:1.331 fps:1413 +frame:1.44e+06 wall_t:1019 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.263 +2026-01-08 13:20:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7005.30 total_reward_ma:6330.36 loss:1.687 fps:1413 +frame:1.45e+06 wall_t:1026 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.363 +2026-01-08 13:20:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6998.90 total_reward_ma:6351.11 loss:1.948 fps:1415 +frame:1.46e+06 wall_t:1032 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.429 +2026-01-08 13:20:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6972.60 total_reward_ma:6371.07 loss:1.803 fps:1415 +frame:1.47e+06 wall_t:1039 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.26 +2026-01-08 13:20:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6959.50 total_reward_ma:6390.08 loss:1.716 fps:1415 +frame:1.48e+06 wall_t:1046 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.258 +2026-01-08 13:21:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6941.80 total_reward_ma:6406.67 loss:1.255 fps:1415 +frame:1.49e+06 wall_t:1053 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.445 +2026-01-08 13:21:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6949.10 total_reward_ma:6422.88 loss:0.8162 fps:1415 +frame:1.50e+06 wall_t:1060 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.295 +2026-01-08 13:21:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6917.30 total_reward_ma:6437.54 loss:1.384 fps:1415 +frame:1.51e+06 wall_t:1067 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.211 +2026-01-08 13:21:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7000.40 total_reward_ma:6452.96 loss:1.09 fps:1415 +frame:1.52e+06 wall_t:1074 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.361 +2026-01-08 13:21:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7021.50 total_reward_ma:6468.60 loss:0.7754 fps:1414 +frame:1.53e+06 wall_t:1082 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.481 +2026-01-08 13:21:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7039.40 total_reward_ma:6483.34 loss:1.291 fps:1414 +frame:1.54e+06 wall_t:1089 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.421 +2026-01-08 13:21:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6910.40 total_reward_ma:6497.12 loss:1.785 fps:1414 +frame:1.55e+06 wall_t:1096 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.344 +2026-01-08 13:21:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6915.90 total_reward_ma:6511.17 loss:1.265 fps:1413 +frame:1.56e+06 wall_t:1104 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.385 +2026-01-08 13:21:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6892.60 total_reward_ma:6525.00 loss:2.237 fps:1412 +frame:1.57e+06 wall_t:1112 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.71 +2026-01-08 13:22:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6869.00 total_reward_ma:6537.57 loss:1.505 fps:1412 +frame:1.58e+06 wall_t:1119 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.201 +2026-01-08 13:22:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6779.10 total_reward_ma:6549.04 loss:1.396 fps:1411 +frame:1.59e+06 wall_t:1127 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.392 +2026-01-08 13:22:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6828.80 total_reward_ma:6560.48 loss:1.616 fps:1412 +frame:1.60e+06 wall_t:1133 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.9763 +2026-01-08 13:22:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6830.00 total_reward_ma:6571.48 loss:0.9807 fps:1412 +frame:1.61e+06 wall_t:1140 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.118 +2026-01-08 13:22:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6790.50 total_reward_ma:6582.21 loss:1.82 fps:1412 +frame:1.62e+06 wall_t:1147 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.052 +2026-01-08 13:22:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6782.70 total_reward_ma:6593.06 loss:1.223 fps:1412 +frame:1.63e+06 wall_t:1154 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.728 +2026-01-08 13:22:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6773.00 total_reward_ma:6604.00 loss:1.277 fps:1413 +frame:1.64e+06 wall_t:1161 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.566 +2026-01-08 13:22:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6667.10 total_reward_ma:6614.19 loss:2.374 fps:1413 +frame:1.65e+06 wall_t:1168 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.231 +2026-01-08 13:23:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6648.00 total_reward_ma:6623.55 loss:1.109 fps:1413 +frame:1.66e+06 wall_t:1175 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.345 +2026-01-08 13:23:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6656.60 total_reward_ma:6632.58 loss:1.401 fps:1412 +frame:1.67e+06 wall_t:1183 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.258 +2026-01-08 13:23:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6816.10 total_reward_ma:6642.68 loss:1.93 fps:1413 +frame:1.68e+06 wall_t:1189 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.275 +2026-01-08 13:23:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6836.00 total_reward_ma:6652.19 loss:1.346 fps:1412 +frame:1.69e+06 wall_t:1197 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.218 +2026-01-08 13:23:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6857.40 total_reward_ma:6660.82 loss:0.8368 fps:1413 +frame:1.70e+06 wall_t:1203 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.283 +2026-01-08 13:23:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6851.90 total_reward_ma:6669.08 loss:1.941 fps:1413 +frame:1.71e+06 wall_t:1210 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.361 +2026-01-08 13:23:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6888.80 total_reward_ma:6677.67 loss:0.8127 fps:1413 +frame:1.72e+06 wall_t:1217 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.191 +2026-01-08 13:23:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6886.10 total_reward_ma:6685.65 loss:1.408 fps:1413 +frame:1.73e+06 wall_t:1224 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.657 +2026-01-08 13:23:58 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6917.50 total_reward_ma:6694.10 loss:1.516 fps:1413 +frame:1.74e+06 wall_t:1231 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.283 +2026-01-08 13:24:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6857.60 total_reward_ma:6701.19 loss:1.988 fps:1414 +frame:1.75e+06 wall_t:1238 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.23 +2026-01-08 13:24:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6849.70 total_reward_ma:6708.27 loss:2.755 fps:1414 +frame:1.76e+06 wall_t:1245 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.37 +2026-01-08 13:24:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6800.60 total_reward_ma:6714.58 loss:2.856 fps:1414 +frame:1.77e+06 wall_t:1252 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.065 +2026-01-08 13:24:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6754.90 total_reward_ma:6719.31 loss:1.291 fps:1414 +frame:1.78e+06 wall_t:1259 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.353 +2026-01-08 13:24:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6711.10 total_reward_ma:6724.23 loss:1.379 fps:1414 +frame:1.79e+06 wall_t:1266 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.371 +2026-01-08 13:24:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6635.80 total_reward_ma:6728.57 loss:1.243 fps:1415 +frame:1.80e+06 wall_t:1272 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.612 +2026-01-08 13:24:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6557.80 total_reward_ma:6732.25 loss:1.276 fps:1415 +frame:1.81e+06 wall_t:1279 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.466 +2026-01-08 13:24:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6506.10 total_reward_ma:6735.16 loss:2.047 fps:1414 +frame:1.82e+06 wall_t:1287 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.108 +2026-01-08 13:25:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6468.20 total_reward_ma:6738.12 loss:0.765 fps:1414 +frame:1.83e+06 wall_t:1294 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.527 +2026-01-08 13:25:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6517.20 total_reward_ma:6742.33 loss:1.124 fps:1414 +frame:1.84e+06 wall_t:1301 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.27 +2026-01-08 13:25:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6530.20 total_reward_ma:6746.66 loss:1.116 fps:1415 +frame:1.85e+06 wall_t:1307 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.489 +2026-01-08 13:25:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6545.00 total_reward_ma:6751.37 loss:1.138 fps:1416 +frame:1.86e+06 wall_t:1314 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.094 +2026-01-08 13:25:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6551.60 total_reward_ma:6755.85 loss:1.195 fps:1416 +frame:1.87e+06 wall_t:1321 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.9846 +2026-01-08 13:25:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6596.20 total_reward_ma:6761.00 loss:1.063 fps:1416 +frame:1.88e+06 wall_t:1328 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.309 +2026-01-08 13:25:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6691.10 total_reward_ma:6767.30 loss:2.232 fps:1416 +frame:1.89e+06 wall_t:1335 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.138 +2026-01-08 13:25:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6723.10 total_reward_ma:6773.38 loss:1.345 fps:1416 +frame:1.90e+06 wall_t:1342 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.179 +2026-01-08 13:25:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6762.00 total_reward_ma:6780.07 loss:2.953 fps:1415 +frame:1.91e+06 wall_t:1350 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.085 +2026-01-08 13:26:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6856.10 total_reward_ma:6787.59 loss:0.9777 fps:1413 +frame:1.92e+06 wall_t:1359 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.226 +2026-01-08 13:26:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6900.40 total_reward_ma:6794.86 loss:0.9433 fps:1412 +frame:1.93e+06 wall_t:1367 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.257 +2026-01-08 13:26:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6900.20 total_reward_ma:6801.51 loss:1.007 fps:1412 +frame:1.94e+06 wall_t:1374 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.536 +2026-01-08 13:26:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6912.00 total_reward_ma:6808.19 loss:1.941 fps:1412 +frame:1.95e+06 wall_t:1381 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.242 +2026-01-08 13:26:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6987.70 total_reward_ma:6815.77 loss:0.96 fps:1411 +frame:1.96e+06 wall_t:1389 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.289 +2026-01-08 13:26:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6984.40 total_reward_ma:6822.52 loss:1.477 fps:1411 +frame:1.97e+06 wall_t:1396 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.428 +2026-01-08 13:26:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7034.70 total_reward_ma:6829.53 loss:1.958 fps:1411 +frame:1.98e+06 wall_t:1403 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.509 +2026-01-08 13:26:58 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7018.00 total_reward_ma:6835.93 loss:1.389 fps:1410 +frame:1.99e+06 wall_t:1411 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.527 +2026-01-08 13:27:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6932.90 total_reward_ma:6841.65 loss:1.04 fps:1409 +frame:2.00e+06 wall_t:1419 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.348 +2026-01-08 13:27:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6947.50 total_reward_ma:6848.04 loss:1.924 fps:1410 +frame:2.01e+06 wall_t:1426 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.743 +2026-01-08 13:27:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6866.40 total_reward_ma:6853.37 loss:1.112 fps:1410 +frame:2.02e+06 wall_t:1433 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.441 +2026-01-08 13:27:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6909.70 total_reward_ma:6858.19 loss:1.08 fps:1410 +frame:2.03e+06 wall_t:1440 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.511 +2026-01-08 13:27:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6924.30 total_reward_ma:6862.78 loss:1.09 fps:1411 +frame:2.04e+06 wall_t:1446 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.374 +2026-01-08 13:27:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6932.20 total_reward_ma:6866.75 loss:1.381 fps:1411 +frame:2.05e+06 wall_t:1453 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.459 +2026-01-08 13:27:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6973.10 total_reward_ma:6871.16 loss:0.8044 fps:1412 +frame:2.06e+06 wall_t:1459 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.305 +2026-01-08 13:27:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6906.00 total_reward_ma:6874.30 loss:0.5682 fps:1412 +frame:2.07e+06 wall_t:1466 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.449 +2026-01-08 13:28:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6957.50 total_reward_ma:6877.92 loss:0.8145 fps:1412 +frame:2.08e+06 wall_t:1473 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.385 +2026-01-08 13:28:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6945.20 total_reward_ma:6880.88 loss:0.746 fps:1411 +frame:2.09e+06 wall_t:1481 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.013 +2026-01-08 13:28:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6914.90 total_reward_ma:6883.31 loss:1.063 fps:1411 +frame:2.10e+06 wall_t:1488 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.276 +2026-01-08 13:28:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6939.70 total_reward_ma:6885.73 loss:0.9108 fps:1411 +frame:2.11e+06 wall_t:1495 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.459 +2026-01-08 13:28:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6939.50 total_reward_ma:6887.81 loss:0.8459 fps:1411 +frame:2.12e+06 wall_t:1503 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.604 +2026-01-08 13:28:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7024.40 total_reward_ma:6890.64 loss:1.114 fps:1410 +frame:2.13e+06 wall_t:1511 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.308 +2026-01-08 13:28:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7057.80 total_reward_ma:6892.89 loss:0.8174 fps:1411 +frame:2.14e+06 wall_t:1517 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.089 +2026-01-08 13:28:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7095.10 total_reward_ma:6894.58 loss:2.202 fps:1412 +frame:2.15e+06 wall_t:1523 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.323 +2026-01-08 13:28:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7178.30 total_reward_ma:6896.77 loss:0.8904 fps:1412 +frame:2.16e+06 wall_t:1530 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.264 +2026-01-08 13:29:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7132.40 total_reward_ma:6898.47 loss:1.173 fps:1412 +frame:2.17e+06 wall_t:1537 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.19 +2026-01-08 13:29:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7187.10 total_reward_ma:6900.82 loss:1.247 fps:1412 +frame:2.18e+06 wall_t:1544 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.557 +2026-01-08 13:29:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7159.20 total_reward_ma:6903.17 loss:1.458 fps:1412 +frame:2.19e+06 wall_t:1551 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.319 +2026-01-08 13:29:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7162.90 total_reward_ma:6905.80 loss:1.378 fps:1412 +frame:2.20e+06 wall_t:1558 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.634 +2026-01-08 13:29:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7212.80 total_reward_ma:6909.19 loss:1.252 fps:1412 +frame:2.21e+06 wall_t:1565 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.945 +2026-01-08 13:29:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7127.60 total_reward_ma:6911.23 loss:1.513 fps:1413 +frame:2.22e+06 wall_t:1571 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.744 +2026-01-08 13:29:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7193.50 total_reward_ma:6914.37 loss:2.123 fps:1413 +frame:2.23e+06 wall_t:1578 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.294 +2026-01-08 13:29:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7142.80 total_reward_ma:6916.75 loss:0.7967 fps:1413 +frame:2.24e+06 wall_t:1585 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.482 +2026-01-08 13:29:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7184.00 total_reward_ma:6919.17 loss:0.7784 fps:1413 +frame:2.25e+06 wall_t:1592 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.123 +2026-01-08 13:30:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7240.40 total_reward_ma:6921.48 loss:1.185 fps:1413 +frame:2.26e+06 wall_t:1599 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.414 +2026-01-08 13:30:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7232.50 total_reward_ma:6923.78 loss:2.593 fps:1414 +frame:2.27e+06 wall_t:1605 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.475 +2026-01-08 13:30:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7139.30 total_reward_ma:6924.81 loss:1.255 fps:1414 +frame:2.28e+06 wall_t:1612 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.507 +2026-01-08 13:30:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7226.10 total_reward_ma:6926.80 loss:2.429 fps:1414 +frame:2.29e+06 wall_t:1619 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.546 +2026-01-08 13:30:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7270.00 total_reward_ma:6929.08 loss:1.273 fps:1415 +frame:2.30e+06 wall_t:1626 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.484 +2026-01-08 13:30:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7231.10 total_reward_ma:6931.07 loss:1.13 fps:1415 +frame:2.31e+06 wall_t:1632 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.663 +2026-01-08 13:30:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7227.90 total_reward_ma:6933.37 loss:1.427 fps:1415 +frame:2.32e+06 wall_t:1639 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.766 +2026-01-08 13:30:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7146.10 total_reward_ma:6934.44 loss:1.773 fps:1416 +frame:2.33e+06 wall_t:1646 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.514 +2026-01-08 13:31:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7188.00 total_reward_ma:6934.97 loss:1.706 fps:1416 +frame:2.34e+06 wall_t:1653 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.66 +2026-01-08 13:31:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7227.10 total_reward_ma:6935.23 loss:1.467 fps:1416 +frame:2.35e+06 wall_t:1660 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.496 +2026-01-08 13:31:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7300.00 total_reward_ma:6936.41 loss:1.219 fps:1415 +frame:2.36e+06 wall_t:1668 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.332 +2026-01-08 13:31:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7262.70 total_reward_ma:6936.91 loss:1.99 fps:1415 +frame:2.37e+06 wall_t:1675 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.364 +2026-01-08 13:31:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7236.00 total_reward_ma:6938.08 loss:0.9863 fps:1415 +frame:2.38e+06 wall_t:1682 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.373 +2026-01-08 13:31:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7199.60 total_reward_ma:6939.48 loss:1.281 fps:1415 +frame:2.39e+06 wall_t:1689 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.721 +2026-01-08 13:31:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7101.00 total_reward_ma:6940.21 loss:1.038 fps:1415 +frame:2.40e+06 wall_t:1696 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.372 +2026-01-08 13:31:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7122.00 total_reward_ma:6941.21 loss:1.49 fps:1415 +frame:2.41e+06 wall_t:1703 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.248 +2026-01-08 13:31:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7150.50 total_reward_ma:6942.72 loss:1.063 fps:1415 +frame:2.42e+06 wall_t:1710 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.276 +2026-01-08 13:32:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7137.80 total_reward_ma:6944.01 loss:0.9382 fps:1415 +frame:2.43e+06 wall_t:1717 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.458 +2026-01-08 13:32:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7104.80 total_reward_ma:6945.45 loss:1.922 fps:1414 +frame:2.44e+06 wall_t:1725 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.223 +2026-01-08 13:32:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7189.70 total_reward_ma:6947.29 loss:2.162 fps:1415 +frame:2.45e+06 wall_t:1732 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.417 +2026-01-08 13:32:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7170.50 total_reward_ma:6949.01 loss:1.784 fps:1414 +frame:2.46e+06 wall_t:1740 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.409 +2026-01-08 13:32:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7219.90 total_reward_ma:6951.48 loss:1.498 fps:1414 +frame:2.47e+06 wall_t:1747 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.33 +2026-01-08 13:32:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7286.40 total_reward_ma:6954.75 loss:1.669 fps:1415 +frame:2.48e+06 wall_t:1753 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.281 +2026-01-08 13:32:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7250.00 total_reward_ma:6957.83 loss:1.007 fps:1414 +frame:2.49e+06 wall_t:1761 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.008 +2026-01-08 13:32:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7308.70 total_reward_ma:6961.43 loss:0.9122 fps:1414 +frame:2.50e+06 wall_t:1768 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.079 +2026-01-08 13:33:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7422.30 total_reward_ma:6966.48 loss:1.446 fps:1412 +frame:2.51e+06 wall_t:1777 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.421 +2026-01-08 13:33:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7433.70 total_reward_ma:6970.81 loss:1.407 fps:1412 +frame:2.52e+06 wall_t:1785 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.086 +2026-01-08 13:33:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7423.50 total_reward_ma:6974.83 loss:1.01 fps:1412 +frame:2.53e+06 wall_t:1792 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.148 +2026-01-08 13:33:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7528.00 total_reward_ma:6979.72 loss:0.7944 fps:1412 +frame:2.54e+06 wall_t:1799 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.141 +2026-01-08 13:33:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7619.60 total_reward_ma:6986.81 loss:1.715 fps:1411 +frame:2.55e+06 wall_t:1807 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.305 +2026-01-08 13:33:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7632.70 total_reward_ma:6993.98 loss:0.8098 fps:1410 +frame:2.56e+06 wall_t:1815 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.441 +2026-01-08 13:33:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7608.00 total_reward_ma:7001.13 loss:1.307 fps:1411 +frame:2.57e+06 wall_t:1821 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.584 +2026-01-08 13:33:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7699.40 total_reward_ma:7009.43 loss:2.156 fps:1411 +frame:2.58e+06 wall_t:1829 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.281 +2026-01-08 13:34:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7608.30 total_reward_ma:7017.73 loss:1.734 fps:1410 +frame:2.59e+06 wall_t:1837 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.484 +2026-01-08 13:34:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7591.80 total_reward_ma:7025.36 loss:1.099 fps:1409 +frame:2.60e+06 wall_t:1845 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.518 +2026-01-08 13:34:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7663.30 total_reward_ma:7033.69 loss:0.7011 fps:1409 +frame:2.61e+06 wall_t:1852 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.451 +2026-01-08 13:34:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7687.20 total_reward_ma:7042.66 loss:1.528 fps:1410 +frame:2.62e+06 wall_t:1858 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.283 +2026-01-08 13:34:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7800.70 total_reward_ma:7052.84 loss:1.268 fps:1409 +frame:2.63e+06 wall_t:1866 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.405 +2026-01-08 13:34:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7772.30 total_reward_ma:7062.83 loss:0.7775 fps:1410 +frame:2.64e+06 wall_t:1873 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.22 +2026-01-08 13:34:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7751.70 total_reward_ma:7073.67 loss:1.966 fps:1410 +frame:2.65e+06 wall_t:1879 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.195 +2026-01-08 13:34:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7784.60 total_reward_ma:7085.04 loss:1.028 fps:1410 +frame:2.66e+06 wall_t:1886 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.489 +2026-01-08 13:35:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7780.80 total_reward_ma:7096.28 loss:2.428 fps:1410 +frame:2.67e+06 wall_t:1893 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.166 +2026-01-08 13:35:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7793.70 total_reward_ma:7106.06 loss:0.7924 fps:1411 +frame:2.68e+06 wall_t:1899 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.39 +2026-01-08 13:35:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7784.70 total_reward_ma:7115.55 loss:2.77 fps:1411 +frame:2.69e+06 wall_t:1906 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.258 +2026-01-08 13:35:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7701.80 total_reward_ma:7123.99 loss:0.7082 fps:1411 +frame:2.70e+06 wall_t:1913 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.587 +2026-01-08 13:35:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7732.70 total_reward_ma:7132.80 loss:1.777 fps:1412 +frame:2.71e+06 wall_t:1919 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.316 +2026-01-08 13:35:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7743.20 total_reward_ma:7141.34 loss:0.9903 fps:1412 +frame:2.72e+06 wall_t:1926 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.424 +2026-01-08 13:35:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7798.00 total_reward_ma:7150.46 loss:0.5616 fps:1412 +frame:2.73e+06 wall_t:1933 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.226 +2026-01-08 13:35:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7793.40 total_reward_ma:7159.22 loss:1.539 fps:1412 +frame:2.74e+06 wall_t:1940 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.53 +2026-01-08 13:35:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7769.20 total_reward_ma:7168.34 loss:1.821 fps:1413 +frame:2.75e+06 wall_t:1946 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.263 +2026-01-08 13:36:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7760.60 total_reward_ma:7177.44 loss:1.169 fps:1412 +frame:2.76e+06 wall_t:1954 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.22 +2026-01-08 13:36:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7730.60 total_reward_ma:7186.75 loss:0.9951 fps:1413 +frame:2.77e+06 wall_t:1960 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.28 +2026-01-08 13:36:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7697.70 total_reward_ma:7196.17 loss:1.613 fps:1413 +frame:2.78e+06 wall_t:1968 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.151 +2026-01-08 13:36:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7716.30 total_reward_ma:7206.23 loss:1.794 fps:1412 +frame:2.79e+06 wall_t:1976 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.51 +2026-01-08 13:36:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7700.40 total_reward_ma:7216.87 loss:1.148 fps:1412 +frame:2.80e+06 wall_t:1983 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.081 +2026-01-08 13:36:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7679.20 total_reward_ma:7228.08 loss:1.671 fps:1411 +frame:2.81e+06 wall_t:1991 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.184 +2026-01-08 13:36:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7652.90 total_reward_ma:7239.55 loss:1.805 fps:1411 +frame:2.82e+06 wall_t:1998 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.126 +2026-01-08 13:36:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7582.70 total_reward_ma:7250.70 loss:0.9404 fps:1411 +frame:2.83e+06 wall_t:2006 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.568 +2026-01-08 13:37:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7630.60 total_reward_ma:7261.83 loss:1.396 fps:1410 +frame:2.84e+06 wall_t:2014 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.307 +2026-01-08 13:37:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7594.30 total_reward_ma:7272.47 loss:1.219 fps:1409 +frame:2.85e+06 wall_t:2023 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.503 +2026-01-08 13:37:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7563.70 total_reward_ma:7282.66 loss:1.777 fps:1408 +frame:2.86e+06 wall_t:2031 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.196 +2026-01-08 13:37:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7579.90 total_reward_ma:7292.94 loss:1.168 fps:1408 +frame:2.87e+06 wall_t:2038 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.158 +2026-01-08 13:37:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7598.90 total_reward_ma:7302.97 loss:0.6776 fps:1409 +frame:2.88e+06 wall_t:2044 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.283 +2026-01-08 13:37:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7561.50 total_reward_ma:7311.67 loss:1.499 fps:1409 +frame:2.89e+06 wall_t:2051 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.265 +2026-01-08 13:37:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7533.00 total_reward_ma:7319.77 loss:1.228 fps:1409 +frame:2.90e+06 wall_t:2058 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.143 +2026-01-08 13:37:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7505.60 total_reward_ma:7327.21 loss:1.417 fps:1409 +frame:2.91e+06 wall_t:2065 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.163 +2026-01-08 13:38:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7520.30 total_reward_ma:7333.85 loss:1.374 fps:1409 +frame:2.92e+06 wall_t:2073 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.438 +2026-01-08 13:38:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7507.30 total_reward_ma:7339.92 loss:1.164 fps:1409 +frame:2.93e+06 wall_t:2080 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.9805 +2026-01-08 13:38:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7471.00 total_reward_ma:7345.63 loss:0.6388 fps:1409 +frame:2.94e+06 wall_t:2087 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.507 +2026-01-08 13:38:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7426.00 total_reward_ma:7350.77 loss:1.235 fps:1409 +frame:2.95e+06 wall_t:2094 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.443 +2026-01-08 13:38:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7380.30 total_reward_ma:7354.69 loss:2.597 fps:1409 +frame:2.96e+06 wall_t:2101 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.516 +2026-01-08 13:38:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7466.90 total_reward_ma:7359.52 loss:1.458 fps:1409 +frame:2.97e+06 wall_t:2108 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.118 +2026-01-08 13:38:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7489.30 total_reward_ma:7364.06 loss:1.56 fps:1409 +frame:2.98e+06 wall_t:2115 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.579 +2026-01-08 13:38:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7416.00 total_reward_ma:7368.04 loss:1.54 fps:1409 +frame:2.99e+06 wall_t:2122 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.268 +2026-01-08 13:38:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7382.20 total_reward_ma:7372.54 loss:1.142 fps:1409 +frame:3.00e+06 wall_t:2129 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.507 +2026-01-08 13:39:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7344.10 total_reward_ma:7376.50 loss:0.6603 fps:1409 +frame:3.01e+06 wall_t:2136 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.359 +2026-01-08 13:39:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7349.90 total_reward_ma:7381.34 loss:1.076 fps:1409 +frame:3.02e+06 wall_t:2143 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.069 +2026-01-08 13:39:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7399.40 total_reward_ma:7386.24 loss:0.9544 fps:1409 +frame:3.03e+06 wall_t:2150 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.386 +2026-01-08 13:39:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7303.30 total_reward_ma:7390.03 loss:1.411 fps:1409 +frame:3.04e+06 wall_t:2157 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.562 +2026-01-08 13:39:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7327.30 total_reward_ma:7393.98 loss:3.615 fps:1409 +frame:3.05e+06 wall_t:2164 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.307 +2026-01-08 13:39:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7337.50 total_reward_ma:7397.62 loss:1.406 fps:1409 +frame:3.06e+06 wall_t:2171 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.185 +2026-01-08 13:39:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7244.90 total_reward_ma:7401.01 loss:1.887 fps:1410 +frame:3.07e+06 wall_t:2178 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.317 +2026-01-08 13:39:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7279.50 total_reward_ma:7404.23 loss:1.939 fps:1410 +frame:3.08e+06 wall_t:2184 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.366 +2026-01-08 13:39:58 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7299.00 total_reward_ma:7407.77 loss:0.8416 fps:1410 +frame:3.09e+06 wall_t:2191 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.47 +2026-01-08 13:40:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7316.00 total_reward_ma:7411.78 loss:2.867 fps:1410 +frame:3.10e+06 wall_t:2198 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.125 +2026-01-08 13:40:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7208.70 total_reward_ma:7414.47 loss:1.849 fps:1410 +frame:3.11e+06 wall_t:2206 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.606 +2026-01-08 13:40:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7265.20 total_reward_ma:7417.73 loss:1.022 fps:1410 +frame:3.12e+06 wall_t:2213 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.469 +2026-01-08 13:40:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7340.40 total_reward_ma:7420.88 loss:1.429 fps:1410 +frame:3.13e+06 wall_t:2220 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.537 +2026-01-08 13:40:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7289.30 total_reward_ma:7423.20 loss:2.343 fps:1410 +frame:3.14e+06 wall_t:2227 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.409 +2026-01-08 13:40:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7260.90 total_reward_ma:7424.86 loss:1.722 fps:1410 +frame:3.15e+06 wall_t:2234 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.346 +2026-01-08 13:40:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7273.00 total_reward_ma:7425.81 loss:1.478 fps:1411 +frame:3.16e+06 wall_t:2240 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.39 +2026-01-08 13:40:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7247.40 total_reward_ma:7426.96 loss:0.8061 fps:1411 +frame:3.17e+06 wall_t:2247 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.319 +2026-01-08 13:41:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7314.10 total_reward_ma:7428.23 loss:1.272 fps:1410 +frame:3.18e+06 wall_t:2255 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.382 +2026-01-08 13:41:09 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7323.80 total_reward_ma:7429.87 loss:0.404 fps:1410 +frame:3.19e+06 wall_t:2262 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.544 +2026-01-08 13:41:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7270.90 total_reward_ma:7430.95 loss:1.546 fps:1410 +frame:3.20e+06 wall_t:2269 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.556 +2026-01-08 13:41:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7292.60 total_reward_ma:7431.75 loss:1.685 fps:1410 +frame:3.21e+06 wall_t:2276 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.419 +2026-01-08 13:41:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7341.90 total_reward_ma:7433.89 loss:1.074 fps:1410 +frame:3.22e+06 wall_t:2283 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.455 +2026-01-08 13:41:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7338.40 total_reward_ma:7435.34 loss:2.098 fps:1410 +frame:3.23e+06 wall_t:2291 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.307 +2026-01-08 13:41:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7319.40 total_reward_ma:7437.11 loss:2.25 fps:1410 +frame:3.24e+06 wall_t:2298 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.332 +2026-01-08 13:41:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7327.60 total_reward_ma:7438.54 loss:1.994 fps:1411 +frame:3.25e+06 wall_t:2304 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.347 +2026-01-08 13:41:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7314.60 total_reward_ma:7439.29 loss:2.065 fps:1410 +frame:3.26e+06 wall_t:2312 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.391 +2026-01-08 13:42:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7254.70 total_reward_ma:7439.51 loss:2.333 fps:1409 +frame:3.27e+06 wall_t:2320 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.642 +2026-01-08 13:42:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7327.60 total_reward_ma:7441.39 loss:1.946 fps:1410 +frame:3.28e+06 wall_t:2326 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.416 +2026-01-08 13:42:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7320.30 total_reward_ma:7442.33 loss:2.787 fps:1410 +frame:3.29e+06 wall_t:2334 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.697 +2026-01-08 13:42:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7283.50 total_reward_ma:7442.47 loss:4.409 fps:1409 +frame:3.30e+06 wall_t:2342 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.575 +2026-01-08 13:42:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7186.10 total_reward_ma:7442.02 loss:2.194 fps:1409 +frame:3.31e+06 wall_t:2350 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.646 +2026-01-08 13:42:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7180.10 total_reward_ma:7441.54 loss:1.476 fps:1409 +frame:3.32e+06 wall_t:2356 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.281 +2026-01-08 13:42:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7278.80 total_reward_ma:7442.87 loss:0.7203 fps:1409 +frame:3.33e+06 wall_t:2363 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.178 +2026-01-08 13:42:58 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7327.50 total_reward_ma:7444.26 loss:0.7611 fps:1409 +frame:3.34e+06 wall_t:2371 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.171 +2026-01-08 13:43:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7199.00 total_reward_ma:7443.98 loss:0.7023 fps:1409 +frame:3.35e+06 wall_t:2378 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.394 +2026-01-08 13:43:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7256.40 total_reward_ma:7443.54 loss:2.001 fps:1409 +frame:3.36e+06 wall_t:2385 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.272 +2026-01-08 13:43:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7226.90 total_reward_ma:7443.19 loss:1.539 fps:1409 +frame:3.37e+06 wall_t:2392 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.484 +2026-01-08 13:43:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7268.90 total_reward_ma:7443.52 loss:0.6511 fps:1409 +frame:3.38e+06 wall_t:2399 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.283 +2026-01-08 13:43:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7304.10 total_reward_ma:7444.56 loss:1.137 fps:1410 +frame:3.39e+06 wall_t:2405 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.55 +2026-01-08 13:43:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7353.50 total_reward_ma:7447.08 loss:0.8911 fps:1410 +frame:3.40e+06 wall_t:2412 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.423 +2026-01-08 13:43:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7384.90 total_reward_ma:7449.71 loss:1.116 fps:1410 +frame:3.41e+06 wall_t:2419 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.273 +2026-01-08 13:43:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7497.30 total_reward_ma:7453.18 loss:2.192 fps:1410 +frame:3.42e+06 wall_t:2425 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.319 +2026-01-08 13:43:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7486.30 total_reward_ma:7456.67 loss:0.8534 fps:1410 +frame:3.43e+06 wall_t:2432 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.623 +2026-01-08 13:44:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7558.20 total_reward_ma:7461.20 loss:2.542 fps:1411 +frame:3.44e+06 wall_t:2438 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.16 +2026-01-08 13:44:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7685.50 total_reward_ma:7466.16 loss:1.834 fps:1411 +frame:3.45e+06 wall_t:2445 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.388 +2026-01-08 13:44:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7663.20 total_reward_ma:7471.09 loss:3.341 fps:1411 +frame:3.46e+06 wall_t:2452 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.37 +2026-01-08 13:44:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7631.60 total_reward_ma:7475.20 loss:2.206 fps:1411 +frame:3.47e+06 wall_t:2459 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.439 +2026-01-08 13:44:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7625.80 total_reward_ma:7478.60 loss:0.9369 fps:1411 +frame:3.48e+06 wall_t:2467 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.154 +2026-01-08 13:44:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7757.80 total_reward_ma:7483.68 loss:1.428 fps:1410 +frame:3.49e+06 wall_t:2475 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.281 +2026-01-08 13:44:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7751.90 total_reward_ma:7488.11 loss:1.19 fps:1410 +frame:3.50e+06 wall_t:2482 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.626 +2026-01-08 13:44:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7727.40 total_reward_ma:7491.16 loss:2.235 fps:1410 +frame:3.51e+06 wall_t:2490 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.418 +2026-01-08 13:45:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7736.90 total_reward_ma:7494.19 loss:1.656 fps:1409 +frame:3.52e+06 wall_t:2498 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.441 +2026-01-08 13:45:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7715.50 total_reward_ma:7497.11 loss:1.273 fps:1409 +frame:3.53e+06 wall_t:2506 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.133 +2026-01-08 13:45:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7668.10 total_reward_ma:7498.51 loss:1.551 fps:1409 +frame:3.54e+06 wall_t:2513 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.493 +2026-01-08 13:45:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7604.50 total_reward_ma:7498.36 loss:1.739 fps:1409 +frame:3.55e+06 wall_t:2520 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.545 +2026-01-08 13:45:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7569.80 total_reward_ma:7497.73 loss:1.337 fps:1409 +frame:3.56e+06 wall_t:2527 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.683 +2026-01-08 13:45:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7570.50 total_reward_ma:7497.36 loss:0.9194 fps:1409 +frame:3.57e+06 wall_t:2533 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.585 +2026-01-08 13:45:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7462.60 total_reward_ma:7494.99 loss:0.6371 fps:1410 +frame:3.58e+06 wall_t:2539 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.434 +2026-01-08 13:45:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7403.30 total_reward_ma:7492.94 loss:1.102 fps:1411 +frame:3.59e+06 wall_t:2544 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.413 +2026-01-08 13:45:58 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7449.20 total_reward_ma:7491.51 loss:1.337 fps:1411 +frame:3.60e+06 wall_t:2551 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.295 +2026-01-08 13:46:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7509.80 total_reward_ma:7489.98 loss:1.477 fps:1411 +frame:3.61e+06 wall_t:2558 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.242 +2026-01-08 13:46:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7504.10 total_reward_ma:7488.15 loss:1.977 fps:1412 +frame:3.62e+06 wall_t:2564 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.228 +2026-01-08 13:46:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7479.20 total_reward_ma:7484.93 loss:1.737 fps:1412 +frame:3.63e+06 wall_t:2570 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.384 +2026-01-08 13:46:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7454.20 total_reward_ma:7481.75 loss:0.9448 fps:1413 +frame:3.64e+06 wall_t:2576 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.151 +2026-01-08 13:46:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7539.80 total_reward_ma:7479.63 loss:0.4138 fps:1414 +frame:3.65e+06 wall_t:2581 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.327 +2026-01-08 13:46:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7586.50 total_reward_ma:7477.65 loss:0.3755 fps:1415 +frame:3.66e+06 wall_t:2587 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.284 +2026-01-08 13:46:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7601.50 total_reward_ma:7475.86 loss:1.501 fps:1416 +frame:3.67e+06 wall_t:2592 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.128 +2026-01-08 13:46:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7646.00 total_reward_ma:7474.38 loss:0.6876 fps:1416 +frame:3.68e+06 wall_t:2598 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.296 +2026-01-08 13:46:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7598.60 total_reward_ma:7472.52 loss:1.024 fps:1418 +frame:3.69e+06 wall_t:2603 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.9286 +2026-01-08 13:46:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7632.50 total_reward_ma:7471.83 loss:1.003 fps:1418 +frame:3.70e+06 wall_t:2609 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.322 +2026-01-08 13:47:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7674.10 total_reward_ma:7471.24 loss:2.195 fps:1419 +frame:3.71e+06 wall_t:2615 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.098 +2026-01-08 13:47:09 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7747.70 total_reward_ma:7471.29 loss:1.062 fps:1419 +frame:3.72e+06 wall_t:2622 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.042 +2026-01-08 13:47:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7823.20 total_reward_ma:7471.54 loss:0.7536 fps:1419 +frame:3.73e+06 wall_t:2628 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.282 +2026-01-08 13:47:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7782.60 total_reward_ma:7471.43 loss:1.904 fps:1420 +frame:3.74e+06 wall_t:2634 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.085 +2026-01-08 13:47:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7740.00 total_reward_ma:7471.14 loss:0.6999 fps:1421 +frame:3.75e+06 wall_t:2639 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.329 +2026-01-08 13:47:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7777.60 total_reward_ma:7471.31 loss:1.181 fps:1422 +frame:3.76e+06 wall_t:2645 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.9151 +2026-01-08 13:47:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7830.70 total_reward_ma:7472.31 loss:1.142 fps:1422 +frame:3.77e+06 wall_t:2651 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.146 +2026-01-08 13:47:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7819.90 total_reward_ma:7473.53 loss:1.632 fps:1423 +frame:3.78e+06 wall_t:2657 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.8605 +2026-01-08 13:47:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7877.30 total_reward_ma:7475.14 loss:1.786 fps:1423 +frame:3.79e+06 wall_t:2663 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.299 +2026-01-08 13:47:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7809.60 total_reward_ma:7476.23 loss:1.716 fps:1424 +frame:3.80e+06 wall_t:2669 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.459 +2026-01-08 13:48:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7751.80 total_reward_ma:7476.96 loss:1.211 fps:1424 +frame:3.81e+06 wall_t:2675 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.366 +2026-01-08 13:48:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7674.90 total_reward_ma:7477.18 loss:2.315 fps:1425 +frame:3.82e+06 wall_t:2681 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.379 +2026-01-08 13:48:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7751.70 total_reward_ma:7478.87 loss:0.9359 fps:1425 +frame:3.83e+06 wall_t:2687 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.394 +2026-01-08 13:48:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7761.30 total_reward_ma:7480.18 loss:0.7254 fps:1426 +frame:3.84e+06 wall_t:2692 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.08 +2026-01-08 13:48:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7787.60 total_reward_ma:7482.11 loss:1.406 fps:1427 +frame:3.85e+06 wall_t:2698 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.9938 +2026-01-08 13:48:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7769.40 total_reward_ma:7484.17 loss:1.345 fps:1428 +frame:3.86e+06 wall_t:2703 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.509 +2026-01-08 13:48:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7738.40 total_reward_ma:7485.75 loss:1.31 fps:1429 +frame:3.87e+06 wall_t:2709 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.9365 +2026-01-08 13:48:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7811.70 total_reward_ma:7487.88 loss:1.037 fps:1430 +frame:3.88e+06 wall_t:2714 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.416 +2026-01-08 13:48:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7797.90 total_reward_ma:7490.24 loss:1.294 fps:1430 +frame:3.89e+06 wall_t:2720 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.092 +2026-01-08 13:48:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7756.40 total_reward_ma:7492.48 loss:1.909 fps:1430 +frame:3.90e+06 wall_t:2727 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.291 +2026-01-08 13:48:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7749.00 total_reward_ma:7494.91 loss:0.9702 fps:1431 +frame:3.91e+06 wall_t:2732 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.7615 +2026-01-08 13:49:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7645.00 total_reward_ma:7496.16 loss:0.6064 fps:1432 +frame:3.92e+06 wall_t:2738 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.543 +2026-01-08 13:49:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7680.30 total_reward_ma:7497.89 loss:1.318 fps:1433 +frame:3.93e+06 wall_t:2743 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.372 +2026-01-08 13:49:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7705.70 total_reward_ma:7500.23 loss:0.9853 fps:1433 +frame:3.94e+06 wall_t:2749 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.378 +2026-01-08 13:49:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7815.70 total_reward_ma:7504.13 loss:2.19 fps:1434 +frame:3.95e+06 wall_t:2755 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.315 +2026-01-08 13:49:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7784.10 total_reward_ma:7508.17 loss:1.367 fps:1434 +frame:3.96e+06 wall_t:2761 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.098 +2026-01-08 13:49:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7793.40 total_reward_ma:7511.44 loss:0.9143 fps:1435 +frame:3.97e+06 wall_t:2767 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.181 +2026-01-08 13:49:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7777.40 total_reward_ma:7514.32 loss:1.886 fps:1435 +frame:3.98e+06 wall_t:2774 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.039 +2026-01-08 13:49:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7761.10 total_reward_ma:7517.77 loss:1.846 fps:1435 +frame:3.99e+06 wall_t:2780 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.167 +2026-01-08 13:49:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7791.60 total_reward_ma:7521.86 loss:0.9776 fps:1436 +frame:4.00e+06 wall_t:2786 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.212 +2026-01-08 13:49:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7763.50 total_reward_ma:7526.06 loss:0.8033 fps:1436 +frame:4.01e+06 wall_t:2792 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.272 +2026-01-08 13:50:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7783.80 total_reward_ma:7530.39 loss:1.26 fps:1437 +frame:4.02e+06 wall_t:2798 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.494 +2026-01-08 13:50:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7808.50 total_reward_ma:7534.49 loss:1.418 fps:1438 +frame:4.03e+06 wall_t:2803 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.346 +2026-01-08 13:50:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7717.30 total_reward_ma:7538.62 loss:0.8391 fps:1438 +frame:4.04e+06 wall_t:2809 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.6 +2026-01-08 13:50:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7708.20 total_reward_ma:7542.43 loss:1.959 fps:1439 +frame:4.05e+06 wall_t:2815 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.175 +2026-01-08 13:50:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7694.20 total_reward_ma:7546.00 loss:1.64 fps:1439 +frame:4.06e+06 wall_t:2821 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.649 +2026-01-08 13:50:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7688.70 total_reward_ma:7550.44 loss:2.562 fps:1440 +frame:4.07e+06 wall_t:2827 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.422 +2026-01-08 13:50:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7558.40 total_reward_ma:7553.23 loss:1.027 fps:1440 +frame:4.08e+06 wall_t:2833 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.409 +2026-01-08 13:50:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7492.20 total_reward_ma:7555.16 loss:1.08 fps:1441 +frame:4.09e+06 wall_t:2839 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.383 +2026-01-08 13:50:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7401.10 total_reward_ma:7556.01 loss:2.099 fps:1441 +frame:4.10e+06 wall_t:2845 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.652 +2026-01-08 13:50:58 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7286.80 total_reward_ma:7556.79 loss:2.028 fps:1442 +frame:4.11e+06 wall_t:2851 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.733 +2026-01-08 13:51:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7226.30 total_reward_ma:7556.40 loss:1.005 fps:1442 +frame:4.12e+06 wall_t:2858 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.429 +2026-01-08 13:51:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7229.40 total_reward_ma:7555.29 loss:1.634 fps:1442 +frame:4.13e+06 wall_t:2864 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.403 +2026-01-08 13:51:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7245.80 total_reward_ma:7554.86 loss:2.916 fps:1443 +frame:4.14e+06 wall_t:2870 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.598 +2026-01-08 13:51:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7206.40 total_reward_ma:7554.31 loss:1.403 fps:1443 +frame:4.15e+06 wall_t:2876 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.425 +2026-01-08 13:51:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7132.00 total_reward_ma:7552.90 loss:2.872 fps:1443 +frame:4.16e+06 wall_t:2883 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.478 +2026-01-08 13:51:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7231.10 total_reward_ma:7552.74 loss:2.701 fps:1443 +frame:4.17e+06 wall_t:2890 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.609 +2026-01-08 13:51:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7184.30 total_reward_ma:7551.44 loss:2.74 fps:1443 +frame:4.18e+06 wall_t:2897 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.395 +2026-01-08 13:51:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7108.60 total_reward_ma:7549.29 loss:1.103 fps:1444 +frame:4.19e+06 wall_t:2902 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.489 +2026-01-08 13:51:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7148.70 total_reward_ma:7548.07 loss:0.882 fps:1444 +frame:4.20e+06 wall_t:2908 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.495 +2026-01-08 13:52:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7233.50 total_reward_ma:7547.48 loss:1.634 fps:1445 +frame:4.21e+06 wall_t:2914 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.324 +2026-01-08 13:52:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7217.20 total_reward_ma:7546.23 loss:2.027 fps:1445 +frame:4.22e+06 wall_t:2920 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.342 +2026-01-08 13:52:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7374.70 total_reward_ma:7546.59 loss:1.51 fps:1446 +frame:4.23e+06 wall_t:2926 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.537 +2026-01-08 13:52:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7429.50 total_reward_ma:7547.69 loss:2.398 fps:1446 +frame:4.24e+06 wall_t:2932 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.416 +2026-01-08 13:52:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7514.90 total_reward_ma:7549.57 loss:1.933 fps:1447 +frame:4.25e+06 wall_t:2938 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.653 +2026-01-08 13:52:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7522.00 total_reward_ma:7551.64 loss:1.276 fps:1447 +frame:4.26e+06 wall_t:2945 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.407 +2026-01-08 13:52:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7541.70 total_reward_ma:7554.51 loss:1.71 fps:1447 +frame:4.27e+06 wall_t:2951 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.495 +2026-01-08 13:52:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7620.60 total_reward_ma:7557.44 loss:0.6909 fps:1447 +frame:4.28e+06 wall_t:2957 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.713 +2026-01-08 13:52:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7622.60 total_reward_ma:7560.46 loss:1.306 fps:1448 +frame:4.29e+06 wall_t:2963 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.422 +2026-01-08 13:52:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7696.70 total_reward_ma:7564.60 loss:1.507 fps:1448 +frame:4.30e+06 wall_t:2970 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.617 +2026-01-08 13:53:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7763.30 total_reward_ma:7570.37 loss:1.249 fps:1448 +frame:4.31e+06 wall_t:2976 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.56 +2026-01-08 13:53:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7729.70 total_reward_ma:7575.86 loss:0.3843 fps:1448 +frame:4.32e+06 wall_t:2983 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.613 +2026-01-08 13:53:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7724.40 total_reward_ma:7580.32 loss:2.209 fps:1449 +frame:4.33e+06 wall_t:2989 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.27 +2026-01-08 13:53:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7664.20 total_reward_ma:7583.69 loss:2.09 fps:1449 +frame:4.34e+06 wall_t:2996 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.709 +2026-01-08 13:53:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7635.10 total_reward_ma:7588.05 loss:1.439 fps:1449 +frame:4.35e+06 wall_t:3002 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.155 +2026-01-08 13:53:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7649.10 total_reward_ma:7591.98 loss:1.17 fps:1449 +frame:4.36e+06 wall_t:3008 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.431 +2026-01-08 13:53:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7645.00 total_reward_ma:7596.16 loss:2.479 fps:1449 +frame:4.37e+06 wall_t:3015 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.333 +2026-01-08 13:53:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7581.70 total_reward_ma:7599.28 loss:0.9494 fps:1450 +frame:4.38e+06 wall_t:3021 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.469 +2026-01-08 13:53:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7622.20 total_reward_ma:7602.46 loss:2.096 fps:1450 +frame:4.39e+06 wall_t:3027 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.179 +2026-01-08 13:54:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7616.10 total_reward_ma:7605.09 loss:0.9246 fps:1451 +frame:4.40e+06 wall_t:3033 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.563 +2026-01-08 13:54:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7510.20 total_reward_ma:7606.34 loss:1.451 fps:1451 +frame:4.41e+06 wall_t:3039 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.446 +2026-01-08 13:54:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7481.90 total_reward_ma:7606.19 loss:1.008 fps:1452 +frame:4.42e+06 wall_t:3045 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.39 +2026-01-08 13:54:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7518.90 total_reward_ma:7606.52 loss:1.146 fps:1452 +frame:4.43e+06 wall_t:3051 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.182 +2026-01-08 13:54:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7518.50 total_reward_ma:7606.12 loss:1.573 fps:1453 +frame:4.44e+06 wall_t:3056 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.537 +2026-01-08 13:54:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7586.20 total_reward_ma:7605.13 loss:1.941 fps:1453 +frame:4.45e+06 wall_t:3062 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.737 +2026-01-08 13:54:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7574.80 total_reward_ma:7604.24 loss:0.8682 fps:1454 +frame:4.46e+06 wall_t:3067 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.11 +2026-01-08 13:54:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7584.10 total_reward_ma:7603.77 loss:0.6004 fps:1455 +frame:4.47e+06 wall_t:3073 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.57 +2026-01-08 13:54:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7557.70 total_reward_ma:7603.09 loss:2.273 fps:1455 +frame:4.48e+06 wall_t:3079 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.515 +2026-01-08 13:54:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7595.60 total_reward_ma:7601.46 loss:1.079 fps:1455 +frame:4.49e+06 wall_t:3085 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.605 +2026-01-08 13:54:58 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7581.90 total_reward_ma:7599.76 loss:1.214 fps:1456 +frame:4.50e+06 wall_t:3091 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.041 +2026-01-08 13:55:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7598.50 total_reward_ma:7598.48 loss:0.8929 fps:1456 +frame:4.51e+06 wall_t:3097 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.452 +2026-01-08 13:55:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7537.90 total_reward_ma:7596.48 loss:1.388 fps:1457 +frame:4.52e+06 wall_t:3103 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.489 +2026-01-08 13:55:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7556.10 total_reward_ma:7594.89 loss:0.6469 fps:1457 +frame:4.53e+06 wall_t:3109 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.35 +2026-01-08 13:55:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7636.70 total_reward_ma:7594.58 loss:1.443 fps:1457 +frame:4.54e+06 wall_t:3115 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.745 +2026-01-08 13:55:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7589.40 total_reward_ma:7594.43 loss:2.037 fps:1458 +frame:4.55e+06 wall_t:3121 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.397 +2026-01-08 13:55:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7634.30 total_reward_ma:7595.07 loss:0.5887 fps:1458 +frame:4.56e+06 wall_t:3128 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.507 +2026-01-08 13:55:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7588.50 total_reward_ma:7595.25 loss:0.8817 fps:1458 +frame:4.57e+06 wall_t:3134 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.317 +2026-01-08 13:55:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7622.40 total_reward_ma:7596.85 loss:0.7791 fps:1458 +frame:4.58e+06 wall_t:3141 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.729 +2026-01-08 13:55:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7672.40 total_reward_ma:7599.54 loss:2.185 fps:1459 +frame:4.59e+06 wall_t:3147 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.136 +2026-01-08 13:56:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7676.70 total_reward_ma:7601.81 loss:0.7426 fps:1458 +frame:4.60e+06 wall_t:3154 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.451 +2026-01-08 13:56:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7702.60 total_reward_ma:7603.74 loss:1.849 fps:1459 +frame:4.61e+06 wall_t:3159 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.433 +2026-01-08 13:56:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7753.30 total_reward_ma:7606.23 loss:1.877 fps:1459 +frame:4.62e+06 wall_t:3166 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.41 +2026-01-08 13:56:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7695.10 total_reward_ma:7608.40 loss:0.9174 fps:1460 +frame:4.63e+06 wall_t:3172 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.473 +2026-01-08 13:56:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7687.00 total_reward_ma:7610.72 loss:2.827 fps:1460 +frame:4.64e+06 wall_t:3179 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.405 +2026-01-08 13:56:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7789.60 total_reward_ma:7613.22 loss:1.528 fps:1460 +frame:4.65e+06 wall_t:3185 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.743 +2026-01-08 13:56:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7762.40 total_reward_ma:7614.98 loss:2.362 fps:1460 +frame:4.66e+06 wall_t:3191 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.443 +2026-01-08 13:56:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7723.70 total_reward_ma:7616.20 loss:0.7212 fps:1461 +frame:4.67e+06 wall_t:3197 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.765 +2026-01-08 13:56:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7762.60 total_reward_ma:7617.37 loss:1.707 fps:1461 +frame:4.68e+06 wall_t:3204 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.279 +2026-01-08 13:56:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7846.50 total_reward_ma:7619.85 loss:1.351 fps:1461 +frame:4.69e+06 wall_t:3210 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.496 +2026-01-08 13:57:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7782.10 total_reward_ma:7621.34 loss:1.2 fps:1461 +frame:4.70e+06 wall_t:3216 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.501 +2026-01-08 13:57:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7799.10 total_reward_ma:7622.59 loss:3.043 fps:1461 +frame:4.71e+06 wall_t:3223 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.523 +2026-01-08 13:57:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7787.90 total_reward_ma:7622.99 loss:0.5544 fps:1461 +frame:4.72e+06 wall_t:3230 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.62 +2026-01-08 13:57:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7796.10 total_reward_ma:7622.72 loss:1.422 fps:1462 +frame:4.73e+06 wall_t:3236 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.265 +2026-01-08 13:57:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7802.60 total_reward_ma:7622.92 loss:0.6942 fps:1462 +frame:4.74e+06 wall_t:3243 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.696 +2026-01-08 13:57:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7789.50 total_reward_ma:7623.42 loss:0.5061 fps:1462 +frame:4.75e+06 wall_t:3249 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.47 +2026-01-08 13:57:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7833.20 total_reward_ma:7623.97 loss:0.9825 fps:1462 +frame:4.76e+06 wall_t:3256 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.267 +2026-01-08 13:57:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7897.30 total_reward_ma:7624.64 loss:1.889 fps:1462 +frame:4.77e+06 wall_t:3262 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.562 +2026-01-08 13:57:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7872.50 total_reward_ma:7625.17 loss:2.351 fps:1463 +frame:4.78e+06 wall_t:3267 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.533 +2026-01-08 13:58:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7794.10 total_reward_ma:7624.33 loss:1.133 fps:1463 +frame:4.79e+06 wall_t:3273 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.443 +2026-01-08 13:58:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7786.30 total_reward_ma:7624.10 loss:1.199 fps:1464 +frame:4.80e+06 wall_t:3279 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.236 +2026-01-08 13:58:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7803.40 total_reward_ma:7624.62 loss:0.8347 fps:1464 +frame:4.81e+06 wall_t:3286 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.605 +2026-01-08 13:58:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7827.90 total_reward_ma:7626.15 loss:1.744 fps:1464 +frame:4.82e+06 wall_t:3292 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.276 +2026-01-08 13:58:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7816.60 total_reward_ma:7626.80 loss:1.801 fps:1465 +frame:4.83e+06 wall_t:3298 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.488 +2026-01-08 13:58:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7891.40 total_reward_ma:7628.10 loss:0.8209 fps:1465 +frame:4.84e+06 wall_t:3304 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.354 +2026-01-08 13:58:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7875.90 total_reward_ma:7628.98 loss:0.8217 fps:1465 +frame:4.85e+06 wall_t:3310 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.463 +2026-01-08 13:58:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7876.70 total_reward_ma:7630.05 loss:0.9363 fps:1466 +frame:4.86e+06 wall_t:3316 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.355 +2026-01-08 13:58:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7725.30 total_reward_ma:7629.92 loss:2.197 fps:1466 +frame:4.87e+06 wall_t:3321 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.101 +2026-01-08 13:58:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7715.30 total_reward_ma:7628.96 loss:1.137 fps:1467 +frame:4.88e+06 wall_t:3327 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.449 +2026-01-08 13:59:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7576.10 total_reward_ma:7626.74 loss:1.092 fps:1467 +frame:4.89e+06 wall_t:3333 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.509 +2026-01-08 13:59:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7499.40 total_reward_ma:7624.17 loss:1.538 fps:1468 +frame:4.90e+06 wall_t:3339 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.42 +2026-01-08 13:59:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7395.90 total_reward_ma:7620.64 loss:1.499 fps:1468 +frame:4.91e+06 wall_t:3345 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.635 +2026-01-08 13:59:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7253.30 total_reward_ma:7616.72 loss:1.05 fps:1468 +frame:4.92e+06 wall_t:3352 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.712 +2026-01-08 13:59:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7187.10 total_reward_ma:7611.79 loss:3.422 fps:1469 +frame:4.93e+06 wall_t:3357 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.378 +2026-01-08 13:59:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7098.30 total_reward_ma:7605.72 loss:0.8139 fps:1469 +frame:4.94e+06 wall_t:3363 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.658 +2026-01-08 13:59:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6988.80 total_reward_ma:7597.45 loss:1.684 fps:1469 +frame:4.95e+06 wall_t:3369 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.338 +2026-01-08 13:59:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6927.20 total_reward_ma:7588.88 loss:0.7207 fps:1470 +frame:4.96e+06 wall_t:3375 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.071 +2026-01-08 13:59:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6932.80 total_reward_ma:7580.27 loss:1.658 fps:1470 +frame:4.97e+06 wall_t:3381 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.666 +2026-01-08 13:59:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:6977.90 total_reward_ma:7572.28 loss:1.598 fps:1470 +frame:4.98e+06 wall_t:3387 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.348 +2026-01-08 14:00:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7009.10 total_reward_ma:7564.76 loss:0.4533 fps:1471 +frame:4.99e+06 wall_t:3393 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.62 +2026-01-08 14:00:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7143.80 total_reward_ma:7558.28 loss:0.7119 fps:1471 +frame:5.00e+06 wall_t:3399 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.074 +2026-01-08 14:00:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7177.70 total_reward_ma:7552.42 loss:0.9372 fps:1471 +frame:5.01e+06 wall_t:3405 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.399 +2026-01-08 14:00:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7197.40 total_reward_ma:7546.56 loss:1.752 fps:1472 +frame:5.02e+06 wall_t:3410 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.782 +2026-01-08 14:00:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7225.70 total_reward_ma:7540.73 loss:1.746 fps:1472 +frame:5.03e+06 wall_t:3416 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.3 +2026-01-08 14:00:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7411.20 total_reward_ma:7537.67 loss:1.106 fps:1473 +frame:5.04e+06 wall_t:3422 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.423 +2026-01-08 14:00:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7488.20 total_reward_ma:7535.47 loss:1.752 fps:1474 +frame:5.05e+06 wall_t:3427 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.379 +2026-01-08 14:00:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7564.30 total_reward_ma:7534.17 loss:1.564 fps:1474 +frame:5.06e+06 wall_t:3433 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.312 +2026-01-08 14:00:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7570.00 total_reward_ma:7532.98 loss:0.639 fps:1474 +frame:5.07e+06 wall_t:3439 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.071 +2026-01-08 14:00:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7632.60 total_reward_ma:7533.72 loss:1.949 fps:1475 +frame:5.08e+06 wall_t:3445 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.209 +2026-01-08 14:00:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7712.10 total_reward_ma:7535.92 loss:2.133 fps:1475 +frame:5.09e+06 wall_t:3450 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.536 +2026-01-08 14:01:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7667.80 total_reward_ma:7538.59 loss:0.806 fps:1476 +frame:5.10e+06 wall_t:3456 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.216 +2026-01-08 14:01:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7729.70 total_reward_ma:7543.02 loss:0.8333 fps:1476 +frame:5.11e+06 wall_t:3461 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.428 +2026-01-08 14:01:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7705.30 total_reward_ma:7547.81 loss:1.183 fps:1477 +frame:5.12e+06 wall_t:3467 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.381 +2026-01-08 14:01:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7738.90 total_reward_ma:7552.90 loss:0.9287 fps:1477 +frame:5.13e+06 wall_t:3473 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.631 +2026-01-08 14:01:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7812.00 total_reward_ma:7558.57 loss:1.125 fps:1477 +frame:5.14e+06 wall_t:3479 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.386 +2026-01-08 14:01:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7839.50 total_reward_ma:7564.90 loss:1.642 fps:1478 +frame:5.15e+06 wall_t:3484 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.177 +2026-01-08 14:01:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7866.40 total_reward_ma:7572.24 loss:1.187 fps:1479 +frame:5.16e+06 wall_t:3490 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.559 +2026-01-08 14:01:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7769.80 total_reward_ma:7577.63 loss:1.496 fps:1479 +frame:5.17e+06 wall_t:3496 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.15 +2026-01-08 14:01:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7775.20 total_reward_ma:7583.54 loss:1.369 fps:1479 +frame:5.18e+06 wall_t:3502 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.661 +2026-01-08 14:01:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7661.60 total_reward_ma:7589.07 loss:1.701 fps:1479 +frame:5.19e+06 wall_t:3508 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.564 +2026-01-08 14:02:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7593.10 total_reward_ma:7593.51 loss:1.798 fps:1480 +frame:5.20e+06 wall_t:3514 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.773 +2026-01-08 14:02:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7611.70 total_reward_ma:7597.29 loss:1.158 fps:1481 +frame:5.21e+06 wall_t:3519 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.265 +2026-01-08 14:02:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7665.10 total_reward_ma:7601.77 loss:0.8728 fps:1481 +frame:5.22e+06 wall_t:3525 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.389 +2026-01-08 14:02:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7697.00 total_reward_ma:7605.00 loss:2.104 fps:1481 +frame:5.23e+06 wall_t:3531 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.495 +2026-01-08 14:02:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7645.70 total_reward_ma:7607.16 loss:1.359 fps:1482 +frame:5.24e+06 wall_t:3536 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.459 +2026-01-08 14:02:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7650.30 total_reward_ma:7608.51 loss:0.3513 fps:1482 +frame:5.25e+06 wall_t:3542 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.522 +2026-01-08 14:02:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7568.80 total_reward_ma:7608.98 loss:1.644 fps:1483 +frame:5.26e+06 wall_t:3547 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.407 +2026-01-08 14:02:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7531.70 total_reward_ma:7608.88 loss:2.499 fps:1483 +frame:5.27e+06 wall_t:3553 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.302 +2026-01-08 14:02:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7458.60 total_reward_ma:7607.26 loss:1.563 fps:1484 +frame:5.28e+06 wall_t:3559 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.532 +2026-01-08 14:02:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7440.20 total_reward_ma:7605.44 loss:1.008 fps:1484 +frame:5.29e+06 wall_t:3565 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.264 +2026-01-08 14:02:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7581.30 total_reward_ma:7604.28 loss:0.9649 fps:1485 +frame:5.30e+06 wall_t:3570 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.371 +2026-01-08 14:03:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7635.90 total_reward_ma:7603.01 loss:2.143 fps:1485 +frame:5.31e+06 wall_t:3575 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.519 +2026-01-08 14:03:09 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7611.20 total_reward_ma:7601.82 loss:0.7625 fps:1485 +frame:5.32e+06 wall_t:3582 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.285 +2026-01-08 14:03:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7797.30 total_reward_ma:7602.55 loss:0.4203 fps:1486 +frame:5.33e+06 wall_t:3588 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.61 +2026-01-08 14:03:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7924.40 total_reward_ma:7605.15 loss:0.9438 fps:1486 +frame:5.34e+06 wall_t:3593 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.585 +2026-01-08 14:03:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7914.50 total_reward_ma:7607.95 loss:0.9788 fps:1487 +frame:5.35e+06 wall_t:3599 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.599 +2026-01-08 14:03:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7915.60 total_reward_ma:7610.61 loss:1.764 fps:1486 +frame:5.36e+06 wall_t:3606 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.63 +2026-01-08 14:03:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7817.50 total_reward_ma:7612.34 loss:1.514 fps:1487 +frame:5.37e+06 wall_t:3612 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.192 +2026-01-08 14:03:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7838.60 total_reward_ma:7614.91 loss:1.271 fps:1487 +frame:5.38e+06 wall_t:3618 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.366 +2026-01-08 14:03:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7772.70 total_reward_ma:7616.41 loss:2.602 fps:1487 +frame:5.39e+06 wall_t:3624 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.524 +2026-01-08 14:03:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7874.20 total_reward_ma:7618.99 loss:1.39 fps:1488 +frame:5.40e+06 wall_t:3630 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.2 +2026-01-08 14:04:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7890.40 total_reward_ma:7622.79 loss:1.16 fps:1487 +frame:5.41e+06 wall_t:3637 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.6 +2026-01-08 14:04:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7898.80 total_reward_ma:7626.96 loss:2.402 fps:1488 +frame:5.42e+06 wall_t:3643 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.346 +2026-01-08 14:04:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7863.50 total_reward_ma:7630.41 loss:0.9304 fps:1488 +frame:5.43e+06 wall_t:3649 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.485 +2026-01-08 14:04:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7844.20 total_reward_ma:7633.67 loss:1.339 fps:1488 +frame:5.44e+06 wall_t:3656 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.345 +2026-01-08 14:04:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7869.30 total_reward_ma:7636.50 loss:1.397 fps:1488 +frame:5.45e+06 wall_t:3662 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.561 +2026-01-08 14:04:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7884.80 total_reward_ma:7639.60 loss:1.878 fps:1489 +frame:5.46e+06 wall_t:3668 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.704 +2026-01-08 14:04:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7864.90 total_reward_ma:7642.40 loss:1.666 fps:1489 +frame:5.47e+06 wall_t:3674 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.291 +2026-01-08 14:04:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7776.80 total_reward_ma:7644.60 loss:1.5 fps:1489 +frame:5.48e+06 wall_t:3680 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.612 +2026-01-08 14:04:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7743.00 total_reward_ma:7646.07 loss:2.993 fps:1489 +frame:5.49e+06 wall_t:3687 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.502 +2026-01-08 14:05:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7750.00 total_reward_ma:7647.75 loss:1.824 fps:1489 +frame:5.50e+06 wall_t:3694 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.326 +2026-01-08 14:05:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7832.70 total_reward_ma:7650.09 loss:1.296 fps:1489 +frame:5.51e+06 wall_t:3700 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.498 +2026-01-08 14:05:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7785.10 total_reward_ma:7652.57 loss:1.552 fps:1489 +frame:5.52e+06 wall_t:3706 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.177 +2026-01-08 14:05:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7858.60 total_reward_ma:7655.59 loss:1.311 fps:1490 +frame:5.53e+06 wall_t:3712 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.372 +2026-01-08 14:05:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7856.20 total_reward_ma:7657.79 loss:2.17 fps:1490 +frame:5.54e+06 wall_t:3718 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.164 +2026-01-08 14:05:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7833.70 total_reward_ma:7660.23 loss:1.032 fps:1490 +frame:5.55e+06 wall_t:3724 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.661 +2026-01-08 14:05:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7863.60 total_reward_ma:7662.52 loss:1.192 fps:1491 +frame:5.56e+06 wall_t:3730 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.324 +2026-01-08 14:05:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7861.40 total_reward_ma:7665.25 loss:0.858 fps:1491 +frame:5.57e+06 wall_t:3736 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.218 +2026-01-08 14:05:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7827.30 total_reward_ma:7667.30 loss:1.638 fps:1491 +frame:5.58e+06 wall_t:3742 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.385 +2026-01-08 14:05:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7814.90 total_reward_ma:7668.72 loss:0.9219 fps:1491 +frame:5.59e+06 wall_t:3748 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.474 +2026-01-08 14:06:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7871.30 total_reward_ma:7670.67 loss:1.046 fps:1492 +frame:5.60e+06 wall_t:3753 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.494 +2026-01-08 14:06:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7862.50 total_reward_ma:7672.27 loss:1.281 fps:1492 +frame:5.61e+06 wall_t:3759 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.29 +2026-01-08 14:06:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7926.00 total_reward_ma:7674.00 loss:1.185 fps:1493 +frame:5.62e+06 wall_t:3765 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.34 +2026-01-08 14:06:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7950.70 total_reward_ma:7676.55 loss:2.184 fps:1493 +frame:5.63e+06 wall_t:3771 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.03 +2026-01-08 14:06:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7982.20 total_reward_ma:7679.50 loss:1.088 fps:1494 +frame:5.64e+06 wall_t:3776 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.172 +2026-01-08 14:06:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8015.10 total_reward_ma:7681.76 loss:1.236 fps:1494 +frame:5.65e+06 wall_t:3782 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.616 +2026-01-08 14:06:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8006.80 total_reward_ma:7684.20 loss:0.9411 fps:1494 +frame:5.66e+06 wall_t:3788 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.484 +2026-01-08 14:06:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8036.90 total_reward_ma:7687.33 loss:2.184 fps:1494 +frame:5.67e+06 wall_t:3794 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.783 +2026-01-08 14:06:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7986.30 total_reward_ma:7689.57 loss:1.025 fps:1495 +frame:5.68e+06 wall_t:3799 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.463 +2026-01-08 14:06:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8008.30 total_reward_ma:7691.19 loss:0.9164 fps:1495 +frame:5.69e+06 wall_t:3805 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.7 +2026-01-08 14:06:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8022.30 total_reward_ma:7693.59 loss:1.551 fps:1496 +frame:5.70e+06 wall_t:3810 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.451 +2026-01-08 14:07:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8084.90 total_reward_ma:7696.45 loss:1.054 fps:1496 +frame:5.71e+06 wall_t:3816 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.542 +2026-01-08 14:07:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8089.80 total_reward_ma:7699.47 loss:2.431 fps:1497 +frame:5.72e+06 wall_t:3821 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.523 +2026-01-08 14:07:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8074.00 total_reward_ma:7702.25 loss:1.302 fps:1497 +frame:5.73e+06 wall_t:3827 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.078 +2026-01-08 14:07:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8083.60 total_reward_ma:7705.06 loss:1.63 fps:1498 +frame:5.74e+06 wall_t:3832 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.589 +2026-01-08 14:07:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8136.20 total_reward_ma:7708.52 loss:1.168 fps:1498 +frame:5.75e+06 wall_t:3839 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.513 +2026-01-08 14:07:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8164.00 total_reward_ma:7711.83 loss:0.7866 fps:1498 +frame:5.76e+06 wall_t:3845 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.517 +2026-01-08 14:07:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8148.40 total_reward_ma:7714.34 loss:0.9324 fps:1498 +frame:5.77e+06 wall_t:3851 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.349 +2026-01-08 14:07:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8106.50 total_reward_ma:7716.68 loss:1.211 fps:1499 +frame:5.78e+06 wall_t:3857 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.434 +2026-01-08 14:07:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8081.70 total_reward_ma:7719.56 loss:1.332 fps:1499 +frame:5.79e+06 wall_t:3863 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:2.133 +2026-01-08 14:07:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8129.60 total_reward_ma:7722.99 loss:1.512 fps:1499 +frame:5.80e+06 wall_t:3869 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.236 +2026-01-08 14:08:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8138.10 total_reward_ma:7726.34 loss:3.063 fps:1499 +frame:5.81e+06 wall_t:3875 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.611 +2026-01-08 14:08:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8124.90 total_reward_ma:7729.31 loss:1.633 fps:1500 +frame:5.82e+06 wall_t:3881 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.199 +2026-01-08 14:08:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8110.10 total_reward_ma:7732.25 loss:1.526 fps:1500 +frame:5.83e+06 wall_t:3887 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.351 +2026-01-08 14:08:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8138.90 total_reward_ma:7734.72 loss:0.808 fps:1500 +frame:5.84e+06 wall_t:3893 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.146 +2026-01-08 14:08:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8150.40 total_reward_ma:7737.46 loss:1.135 fps:1500 +frame:5.85e+06 wall_t:3899 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.312 +2026-01-08 14:08:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8212.90 total_reward_ma:7740.83 loss:1.071 fps:1501 +frame:5.86e+06 wall_t:3905 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.584 +2026-01-08 14:08:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8194.60 total_reward_ma:7745.52 loss:1.551 fps:1501 +frame:5.87e+06 wall_t:3911 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.105 +2026-01-08 14:08:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8170.90 total_reward_ma:7750.08 loss:1.511 fps:1501 +frame:5.88e+06 wall_t:3917 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.428 +2026-01-08 14:08:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8088.40 total_reward_ma:7755.20 loss:1.041 fps:1501 +frame:5.89e+06 wall_t:3923 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.372 +2026-01-08 14:08:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7934.10 total_reward_ma:7759.55 loss:0.9457 fps:1502 +frame:5.90e+06 wall_t:3929 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.219 +2026-01-08 14:09:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7884.50 total_reward_ma:7764.43 loss:0.8292 fps:1502 +frame:5.91e+06 wall_t:3935 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.387 +2026-01-08 14:09:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7888.60 total_reward_ma:7770.79 loss:1.107 fps:1502 +frame:5.92e+06 wall_t:3941 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.471 +2026-01-08 14:09:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7966.40 total_reward_ma:7778.58 loss:0.8733 fps:1502 +frame:5.93e+06 wall_t:3947 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.512 +2026-01-08 14:09:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7827.40 total_reward_ma:7785.87 loss:1.799 fps:1503 +frame:5.94e+06 wall_t:3953 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.239 +2026-01-08 14:09:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7768.70 total_reward_ma:7793.67 loss:1.279 fps:1503 +frame:5.95e+06 wall_t:3959 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.183 +2026-01-08 14:09:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7770.50 total_reward_ma:7802.10 loss:2.602 fps:1503 +frame:5.96e+06 wall_t:3965 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.569 +2026-01-08 14:09:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7772.40 total_reward_ma:7810.50 loss:0.9481 fps:1504 +frame:5.97e+06 wall_t:3970 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.998 +2026-01-08 14:09:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7681.00 total_reward_ma:7817.53 loss:0.9811 fps:1504 +frame:5.98e+06 wall_t:3976 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.784 +2026-01-08 14:09:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7659.00 total_reward_ma:7824.03 loss:1.184 fps:1504 +frame:5.99e+06 wall_t:3982 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.376 +2026-01-08 14:09:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7623.80 total_reward_ma:7828.83 loss:0.6525 fps:1504 +frame:6.00e+06 wall_t:3989 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.614 +2026-01-08 14:10:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7605.70 total_reward_ma:7833.11 loss:1.16 fps:1504 +frame:6.01e+06 wall_t:3996 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 14:10:09 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7629.80 total_reward_ma:7837.43 loss:0.725 fps:1504 +frame:6.02e+06 wall_t:4002 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.343 +2026-01-08 14:10:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7671.10 total_reward_ma:7841.89 loss:1.1 fps:1504 +frame:6.03e+06 wall_t:4008 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.044 +2026-01-08 14:10:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7731.90 total_reward_ma:7845.09 loss:0.8055 fps:1504 +frame:6.04e+06 wall_t:4015 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.379 +2026-01-08 14:10:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7797.20 total_reward_ma:7848.18 loss:1.438 fps:1505 +frame:6.05e+06 wall_t:4020 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.455 +2026-01-08 14:10:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7822.90 total_reward_ma:7850.77 loss:2.251 fps:1505 +frame:6.06e+06 wall_t:4026 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.443 +2026-01-08 14:10:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7866.10 total_reward_ma:7853.73 loss:0.5496 fps:1505 +frame:6.07e+06 wall_t:4032 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.41 +2026-01-08 14:10:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8001.50 total_reward_ma:7857.42 loss:2.033 fps:1506 +frame:6.08e+06 wall_t:4038 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.9878 +2026-01-08 14:10:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7975.20 total_reward_ma:7860.05 loss:1.537 fps:1506 +frame:6.09e+06 wall_t:4045 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.631 +2026-01-08 14:10:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7984.00 total_reward_ma:7863.21 loss:1.944 fps:1506 +frame:6.10e+06 wall_t:4050 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 14:11:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7989.40 total_reward_ma:7865.81 loss:0.6937 fps:1506 +frame:6.11e+06 wall_t:4057 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 14:11:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8035.90 total_reward_ma:7869.11 loss:1.255 fps:1506 +frame:6.12e+06 wall_t:4064 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.248 +2026-01-08 14:11:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8025.30 total_reward_ma:7871.98 loss:0.8985 fps:1506 +frame:6.13e+06 wall_t:4070 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.299 +2026-01-08 14:11:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8029.80 total_reward_ma:7874.16 loss:1.047 fps:1506 +frame:6.14e+06 wall_t:4076 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.236 +2026-01-08 14:11:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8071.40 total_reward_ma:7876.48 loss:1.372 fps:1507 +frame:6.15e+06 wall_t:4082 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.434 +2026-01-08 14:11:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8107.20 total_reward_ma:7878.88 loss:1.019 fps:1507 +frame:6.16e+06 wall_t:4088 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.793 +2026-01-08 14:11:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8089.30 total_reward_ma:7882.08 loss:0.9487 fps:1507 +frame:6.17e+06 wall_t:4094 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.664 +2026-01-08 14:11:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8099.90 total_reward_ma:7885.32 loss:0.8606 fps:1507 +frame:6.18e+06 wall_t:4100 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 14:11:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8081.20 total_reward_ma:7889.52 loss:1.395 fps:1507 +frame:6.19e+06 wall_t:4107 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 14:11:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8093.80 total_reward_ma:7894.53 loss:0.4633 fps:1508 +frame:6.20e+06 wall_t:4112 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.392 +2026-01-08 14:12:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8018.80 total_reward_ma:7898.60 loss:1.102 fps:1508 +frame:6.21e+06 wall_t:4118 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 14:12:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7865.90 total_reward_ma:7900.61 loss:0.6267 fps:1508 +frame:6.22e+06 wall_t:4124 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.853 +2026-01-08 14:12:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7793.90 total_reward_ma:7901.58 loss:1.37 fps:1508 +frame:6.23e+06 wall_t:4130 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 14:12:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7763.20 total_reward_ma:7902.75 loss:1.087 fps:1509 +frame:6.24e+06 wall_t:4136 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.568 +2026-01-08 14:12:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7745.20 total_reward_ma:7903.70 loss:1.754 fps:1509 +frame:6.25e+06 wall_t:4142 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.369 +2026-01-08 14:12:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7652.50 total_reward_ma:7904.54 loss:2.393 fps:1509 +frame:6.26e+06 wall_t:4148 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.744 +2026-01-08 14:12:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7560.20 total_reward_ma:7904.82 loss:1.617 fps:1509 +frame:6.27e+06 wall_t:4154 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.321 +2026-01-08 14:12:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7566.10 total_reward_ma:7905.90 loss:1.73 fps:1510 +frame:6.28e+06 wall_t:4160 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.537 +2026-01-08 14:12:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7532.70 total_reward_ma:7906.82 loss:0.9153 fps:1510 +frame:6.29e+06 wall_t:4166 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.363 +2026-01-08 14:12:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7523.90 total_reward_ma:7906.25 loss:1.13 fps:1510 +frame:6.30e+06 wall_t:4172 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.422 +2026-01-08 14:13:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7572.90 total_reward_ma:7905.62 loss:1.059 fps:1510 +frame:6.31e+06 wall_t:4178 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.429 +2026-01-08 14:13:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7562.90 total_reward_ma:7905.13 loss:1.892 fps:1511 +frame:6.32e+06 wall_t:4183 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.467 +2026-01-08 14:13:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7501.00 total_reward_ma:7902.17 loss:1.22 fps:1511 +frame:6.33e+06 wall_t:4189 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.456 +2026-01-08 14:13:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7544.60 total_reward_ma:7898.37 loss:0.9663 fps:1511 +frame:6.34e+06 wall_t:4195 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.5 +2026-01-08 14:13:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7598.00 total_reward_ma:7895.21 loss:0.5536 fps:1512 +frame:6.35e+06 wall_t:4201 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.411 +2026-01-08 14:13:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7697.30 total_reward_ma:7893.03 loss:2.063 fps:1511 +frame:6.36e+06 wall_t:4208 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.344 +2026-01-08 14:13:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7719.40 total_reward_ma:7892.04 loss:1.921 fps:1512 +frame:6.37e+06 wall_t:4214 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.56 +2026-01-08 14:13:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7685.40 total_reward_ma:7890.51 loss:1.471 fps:1512 +frame:6.38e+06 wall_t:4220 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.357 +2026-01-08 14:13:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7739.00 total_reward_ma:7890.18 loss:2.15 fps:1512 +frame:6.39e+06 wall_t:4226 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.362 +2026-01-08 14:14:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7770.70 total_reward_ma:7889.14 loss:1.432 fps:1512 +frame:6.40e+06 wall_t:4233 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.577 +2026-01-08 14:14:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7757.20 total_reward_ma:7887.81 loss:2.555 fps:1512 +frame:6.41e+06 wall_t:4239 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.597 +2026-01-08 14:14:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7771.40 total_reward_ma:7886.53 loss:1.792 fps:1512 +frame:6.42e+06 wall_t:4245 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.477 +2026-01-08 14:14:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7763.20 total_reward_ma:7885.53 loss:1.128 fps:1513 +frame:6.43e+06 wall_t:4251 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.34 +2026-01-08 14:14:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7654.40 total_reward_ma:7883.63 loss:0.5707 fps:1512 +frame:6.44e+06 wall_t:4258 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.41 +2026-01-08 14:14:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7568.00 total_reward_ma:7880.62 loss:1.053 fps:1513 +frame:6.45e+06 wall_t:4264 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.8827 +2026-01-08 14:14:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7625.60 total_reward_ma:7878.03 loss:0.5491 fps:1513 +frame:6.46e+06 wall_t:4270 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.495 +2026-01-08 14:14:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7618.30 total_reward_ma:7875.56 loss:0.5802 fps:1513 +frame:6.47e+06 wall_t:4277 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 14:14:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7587.90 total_reward_ma:7873.67 loss:0.6243 fps:1513 +frame:6.48e+06 wall_t:4283 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.289 +2026-01-08 14:14:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7634.10 total_reward_ma:7872.59 loss:0.6622 fps:1513 +frame:6.49e+06 wall_t:4289 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.611 +2026-01-08 14:15:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7605.00 total_reward_ma:7871.14 loss:1.261 fps:1514 +frame:6.50e+06 wall_t:4294 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 14:15:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7687.80 total_reward_ma:7869.69 loss:1.269 fps:1514 +frame:6.51e+06 wall_t:4301 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.703 +2026-01-08 14:15:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7700.10 total_reward_ma:7868.84 loss:2.103 fps:1514 +frame:6.52e+06 wall_t:4306 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.425 +2026-01-08 14:15:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7704.50 total_reward_ma:7867.29 loss:1.371 fps:1514 +frame:6.53e+06 wall_t:4312 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.651 +2026-01-08 14:15:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7770.90 total_reward_ma:7866.44 loss:1.291 fps:1515 +frame:6.54e+06 wall_t:4318 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 14:15:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7850.00 total_reward_ma:7866.60 loss:0.4726 fps:1515 +frame:6.55e+06 wall_t:4324 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.389 +2026-01-08 14:15:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7911.10 total_reward_ma:7867.08 loss:2.088 fps:1515 +frame:6.56e+06 wall_t:4330 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 14:15:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7898.50 total_reward_ma:7867.45 loss:1.643 fps:1516 +frame:6.57e+06 wall_t:4335 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.223 +2026-01-08 14:15:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8008.30 total_reward_ma:7869.26 loss:1.514 fps:1516 +frame:6.58e+06 wall_t:4341 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.402 +2026-01-08 14:15:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8040.00 total_reward_ma:7871.51 loss:1.57 fps:1516 +frame:6.59e+06 wall_t:4348 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.563 +2026-01-08 14:16:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8014.70 total_reward_ma:7872.95 loss:1.044 fps:1515 +frame:6.60e+06 wall_t:4355 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.41 +2026-01-08 14:16:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8028.20 total_reward_ma:7874.60 loss:0.7628 fps:1516 +frame:6.61e+06 wall_t:4361 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.504 +2026-01-08 14:16:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8049.20 total_reward_ma:7875.83 loss:2.152 fps:1516 +frame:6.62e+06 wall_t:4367 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.433 +2026-01-08 14:16:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8018.90 total_reward_ma:7876.52 loss:1.789 fps:1516 +frame:6.63e+06 wall_t:4373 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.494 +2026-01-08 14:16:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8025.40 total_reward_ma:7876.95 loss:2.487 fps:1516 +frame:6.64e+06 wall_t:4380 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.759 +2026-01-08 14:16:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8029.90 total_reward_ma:7877.10 loss:1.63 fps:1516 +frame:6.65e+06 wall_t:4386 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.496 +2026-01-08 14:16:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7978.20 total_reward_ma:7876.81 loss:2.118 fps:1517 +frame:6.66e+06 wall_t:4391 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.387 +2026-01-08 14:16:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7973.60 total_reward_ma:7876.18 loss:2.402 fps:1517 +frame:6.67e+06 wall_t:4397 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.48 +2026-01-08 14:16:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8018.30 total_reward_ma:7876.50 loss:0.7375 fps:1517 +frame:6.68e+06 wall_t:4403 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.58 +2026-01-08 14:16:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7954.00 total_reward_ma:7875.96 loss:1.138 fps:1517 +frame:6.69e+06 wall_t:4409 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.602 +2026-01-08 14:17:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7928.90 total_reward_ma:7875.02 loss:0.917 fps:1518 +frame:6.70e+06 wall_t:4415 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 14:17:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7987.10 total_reward_ma:7874.04 loss:2.949 fps:1518 +frame:6.71e+06 wall_t:4421 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 14:17:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7956.20 total_reward_ma:7872.71 loss:1.236 fps:1518 +frame:6.72e+06 wall_t:4427 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 14:17:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8009.70 total_reward_ma:7872.06 loss:1.945 fps:1518 +frame:6.73e+06 wall_t:4434 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.373 +2026-01-08 14:17:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8011.70 total_reward_ma:7871.34 loss:3.207 fps:1518 +frame:6.74e+06 wall_t:4439 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.528 +2026-01-08 14:17:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8007.80 total_reward_ma:7870.06 loss:1.273 fps:1519 +frame:6.75e+06 wall_t:4445 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.662 +2026-01-08 14:17:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7977.50 total_reward_ma:7868.20 loss:1.115 fps:1519 +frame:6.76e+06 wall_t:4450 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.769 +2026-01-08 14:17:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7984.70 total_reward_ma:7866.56 loss:1.131 fps:1519 +frame:6.77e+06 wall_t:4456 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 14:17:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7924.70 total_reward_ma:7864.74 loss:0.6562 fps:1520 +frame:6.78e+06 wall_t:4461 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.295 +2026-01-08 14:17:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7903.10 total_reward_ma:7862.96 loss:2.443 fps:1520 +frame:6.79e+06 wall_t:4467 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.436 +2026-01-08 14:18:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7846.10 total_reward_ma:7860.12 loss:1.714 fps:1520 +frame:6.80e+06 wall_t:4473 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.716 +2026-01-08 14:18:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7738.00 total_reward_ma:7856.12 loss:1.253 fps:1520 +frame:6.81e+06 wall_t:4479 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.452 +2026-01-08 14:18:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7680.40 total_reward_ma:7851.67 loss:2.08 fps:1521 +frame:6.82e+06 wall_t:4485 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.319 +2026-01-08 14:18:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7686.50 total_reward_ma:7847.44 loss:1.278 fps:1521 +frame:6.83e+06 wall_t:4491 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 14:18:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7642.50 total_reward_ma:7842.47 loss:1.277 fps:1521 +frame:6.84e+06 wall_t:4497 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.654 +2026-01-08 14:18:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7575.40 total_reward_ma:7836.72 loss:1.831 fps:1522 +frame:6.85e+06 wall_t:4502 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.448 +2026-01-08 14:18:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7514.00 total_reward_ma:7829.73 loss:1.119 fps:1522 +frame:6.86e+06 wall_t:4508 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:18:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7586.40 total_reward_ma:7823.65 loss:1.283 fps:1522 +frame:6.87e+06 wall_t:4514 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.366 +2026-01-08 14:18:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7564.90 total_reward_ma:7817.59 loss:1.157 fps:1522 +frame:6.88e+06 wall_t:4520 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.28 +2026-01-08 14:18:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7566.20 total_reward_ma:7812.37 loss:0.5871 fps:1522 +frame:6.89e+06 wall_t:4526 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 14:19:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7553.50 total_reward_ma:7808.56 loss:2.3 fps:1522 +frame:6.90e+06 wall_t:4533 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.474 +2026-01-08 14:19:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7585.60 total_reward_ma:7805.58 loss:1.577 fps:1522 +frame:6.91e+06 wall_t:4539 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.641 +2026-01-08 14:19:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7588.00 total_reward_ma:7802.57 loss:1.181 fps:1523 +frame:6.92e+06 wall_t:4544 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.408 +2026-01-08 14:19:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7607.40 total_reward_ma:7798.98 loss:0.9927 fps:1523 +frame:6.93e+06 wall_t:4550 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.255 +2026-01-08 14:19:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7740.50 total_reward_ma:7798.11 loss:1.303 fps:1524 +frame:6.94e+06 wall_t:4555 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.568 +2026-01-08 14:19:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7750.30 total_reward_ma:7797.93 loss:1.186 fps:1524 +frame:6.95e+06 wall_t:4561 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.523 +2026-01-08 14:19:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7796.10 total_reward_ma:7798.18 loss:0.5394 fps:1524 +frame:6.96e+06 wall_t:4568 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 14:19:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7789.90 total_reward_ma:7798.36 loss:1.013 fps:1524 +frame:6.97e+06 wall_t:4574 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.297 +2026-01-08 14:19:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7808.20 total_reward_ma:7799.63 loss:2.112 fps:1524 +frame:6.98e+06 wall_t:4580 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.396 +2026-01-08 14:19:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7908.60 total_reward_ma:7802.13 loss:0.8 fps:1524 +frame:6.99e+06 wall_t:4586 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.565 +2026-01-08 14:19:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7834.00 total_reward_ma:7804.23 loss:1.9 fps:1524 +frame:7.00e+06 wall_t:4592 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.459 +2026-01-08 14:20:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7829.50 total_reward_ma:7806.47 loss:0.7398 fps:1525 +frame:7.01e+06 wall_t:4598 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.634 +2026-01-08 14:20:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7915.90 total_reward_ma:7809.33 loss:0.3469 fps:1525 +frame:7.02e+06 wall_t:4603 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.593 +2026-01-08 14:20:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7918.30 total_reward_ma:7811.80 loss:1.468 fps:1525 +frame:7.03e+06 wall_t:4609 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.598 +2026-01-08 14:20:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7977.10 total_reward_ma:7814.25 loss:1.762 fps:1525 +frame:7.04e+06 wall_t:4615 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.681 +2026-01-08 14:20:28 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8014.50 total_reward_ma:7816.42 loss:1.459 fps:1526 +frame:7.05e+06 wall_t:4621 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.267 +2026-01-08 14:20:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7991.60 total_reward_ma:7818.11 loss:0.9359 fps:1526 +frame:7.06e+06 wall_t:4627 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 14:20:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8101.10 total_reward_ma:7820.46 loss:1.261 fps:1526 +frame:7.07e+06 wall_t:4634 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 14:20:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8015.80 total_reward_ma:7820.60 loss:1.199 fps:1526 +frame:7.08e+06 wall_t:4640 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.619 +2026-01-08 14:20:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8054.40 total_reward_ma:7821.40 loss:0.7947 fps:1526 +frame:7.09e+06 wall_t:4646 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.395 +2026-01-08 14:21:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8020.80 total_reward_ma:7821.76 loss:1.666 fps:1526 +frame:7.10e+06 wall_t:4653 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.453 +2026-01-08 14:21:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8031.10 total_reward_ma:7822.18 loss:1.469 fps:1526 +frame:7.11e+06 wall_t:4660 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.51 +2026-01-08 14:21:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8031.60 total_reward_ma:7822.14 loss:1.002 fps:1526 +frame:7.12e+06 wall_t:4667 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.738 +2026-01-08 14:21:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8081.30 total_reward_ma:7822.70 loss:1.075 fps:1526 +frame:7.13e+06 wall_t:4672 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.439 +2026-01-08 14:21:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8009.20 total_reward_ma:7822.49 loss:1.6 fps:1526 +frame:7.14e+06 wall_t:4678 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.643 +2026-01-08 14:21:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8061.80 total_reward_ma:7822.40 loss:1.535 fps:1526 +frame:7.15e+06 wall_t:4685 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.551 +2026-01-08 14:21:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8015.60 total_reward_ma:7821.48 loss:0.8884 fps:1526 +frame:7.16e+06 wall_t:4691 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.301 +2026-01-08 14:21:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8015.80 total_reward_ma:7820.75 loss:1.115 fps:1527 +frame:7.17e+06 wall_t:4697 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.285 +2026-01-08 14:21:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8004.80 total_reward_ma:7819.79 loss:0.765 fps:1527 +frame:7.18e+06 wall_t:4702 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 14:21:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8049.20 total_reward_ma:7819.47 loss:0.966 fps:1527 +frame:7.19e+06 wall_t:4708 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.235 +2026-01-08 14:22:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8040.40 total_reward_ma:7818.94 loss:1.279 fps:1527 +frame:7.20e+06 wall_t:4714 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.295 +2026-01-08 14:22:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8041.60 total_reward_ma:7819.17 loss:1.356 fps:1528 +frame:7.21e+06 wall_t:4720 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.431 +2026-01-08 14:22:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8107.20 total_reward_ma:7821.58 loss:1.324 fps:1528 +frame:7.22e+06 wall_t:4725 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.479 +2026-01-08 14:22:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8106.10 total_reward_ma:7824.70 loss:1.881 fps:1528 +frame:7.23e+06 wall_t:4731 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.463 +2026-01-08 14:22:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8009.50 total_reward_ma:7827.17 loss:1.709 fps:1528 +frame:7.24e+06 wall_t:4737 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.885 +2026-01-08 14:22:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8017.00 total_reward_ma:7829.88 loss:1.099 fps:1529 +frame:7.25e+06 wall_t:4743 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.332 +2026-01-08 14:22:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8038.60 total_reward_ma:7833.75 loss:1.193 fps:1529 +frame:7.26e+06 wall_t:4748 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 14:22:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8018.70 total_reward_ma:7838.33 loss:0.9867 fps:1530 +frame:7.27e+06 wall_t:4753 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.39 +2026-01-08 14:22:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8007.40 total_reward_ma:7842.74 loss:1.429 fps:1530 +frame:7.28e+06 wall_t:4759 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.348 +2026-01-08 14:22:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7973.70 total_reward_ma:7847.15 loss:1.408 fps:1530 +frame:7.29e+06 wall_t:4765 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.242 +2026-01-08 14:22:58 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7945.20 total_reward_ma:7851.37 loss:1.452 fps:1530 +frame:7.30e+06 wall_t:4771 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 14:23:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7900.70 total_reward_ma:7854.64 loss:1.077 fps:1530 +frame:7.31e+06 wall_t:4777 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.491 +2026-01-08 14:23:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7875.90 total_reward_ma:7857.77 loss:1.138 fps:1530 +frame:7.32e+06 wall_t:4783 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.473 +2026-01-08 14:23:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7842.10 total_reward_ma:7861.18 loss:1.515 fps:1531 +frame:7.33e+06 wall_t:4789 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.438 +2026-01-08 14:23:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7859.30 total_reward_ma:7864.33 loss:0.8043 fps:1531 +frame:7.34e+06 wall_t:4795 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 14:23:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7764.60 total_reward_ma:7866.00 loss:0.5375 fps:1531 +frame:7.35e+06 wall_t:4802 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.489 +2026-01-08 14:23:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7728.90 total_reward_ma:7866.31 loss:2.447 fps:1531 +frame:7.36e+06 wall_t:4808 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.306 +2026-01-08 14:23:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7749.90 total_reward_ma:7866.62 loss:1.266 fps:1531 +frame:7.37e+06 wall_t:4813 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.726 +2026-01-08 14:23:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7768.80 total_reward_ma:7867.45 loss:1.452 fps:1531 +frame:7.38e+06 wall_t:4820 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 14:23:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7743.40 total_reward_ma:7867.50 loss:1.067 fps:1531 +frame:7.39e+06 wall_t:4826 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.594 +2026-01-08 14:23:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7733.60 total_reward_ma:7867.13 loss:1.891 fps:1531 +frame:7.40e+06 wall_t:4832 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.267 +2026-01-08 14:24:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7758.10 total_reward_ma:7867.14 loss:0.6727 fps:1532 +frame:7.41e+06 wall_t:4838 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:2.018 +2026-01-08 14:24:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7718.30 total_reward_ma:7866.60 loss:1.843 fps:1532 +frame:7.42e+06 wall_t:4844 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.219 +2026-01-08 14:24:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7667.30 total_reward_ma:7865.65 loss:1.959 fps:1532 +frame:7.43e+06 wall_t:4850 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 14:24:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7567.60 total_reward_ma:7864.78 loss:1.175 fps:1532 +frame:7.44e+06 wall_t:4856 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.266 +2026-01-08 14:24:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7492.50 total_reward_ma:7864.02 loss:1.344 fps:1532 +frame:7.45e+06 wall_t:4862 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.578 +2026-01-08 14:24:34 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7445.90 total_reward_ma:7862.23 loss:1.735 fps:1533 +frame:7.46e+06 wall_t:4867 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.047 +2026-01-08 14:24:40 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7459.20 total_reward_ma:7860.63 loss:1.186 fps:1533 +frame:7.47e+06 wall_t:4873 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.707 +2026-01-08 14:24:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7380.20 total_reward_ma:7858.56 loss:2.499 fps:1533 +frame:7.48e+06 wall_t:4879 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.485 +2026-01-08 14:24:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7430.30 total_reward_ma:7856.52 loss:1.041 fps:1533 +frame:7.49e+06 wall_t:4885 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.485 +2026-01-08 14:24:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7444.70 total_reward_ma:7854.92 loss:2.051 fps:1534 +frame:7.50e+06 wall_t:4890 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.51 +2026-01-08 14:25:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7453.40 total_reward_ma:7852.57 loss:0.9542 fps:1534 +frame:7.51e+06 wall_t:4895 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 14:25:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7426.60 total_reward_ma:7849.84 loss:1.964 fps:1534 +frame:7.52e+06 wall_t:4901 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.382 +2026-01-08 14:25:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7318.00 total_reward_ma:7845.97 loss:2.603 fps:1535 +frame:7.53e+06 wall_t:4907 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.377 +2026-01-08 14:25:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7352.70 total_reward_ma:7841.79 loss:0.6036 fps:1535 +frame:7.54e+06 wall_t:4913 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.584 +2026-01-08 14:25:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7485.50 total_reward_ma:7838.15 loss:1.416 fps:1535 +frame:7.55e+06 wall_t:4919 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.341 +2026-01-08 14:25:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7503.20 total_reward_ma:7834.07 loss:1.701 fps:1535 +frame:7.56e+06 wall_t:4925 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.401 +2026-01-08 14:25:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7525.10 total_reward_ma:7830.33 loss:1.581 fps:1535 +frame:7.57e+06 wall_t:4931 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.3 +2026-01-08 14:25:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7638.40 total_reward_ma:7826.63 loss:0.6856 fps:1535 +frame:7.58e+06 wall_t:4937 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 14:25:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7633.60 total_reward_ma:7822.57 loss:0.8616 fps:1536 +frame:7.59e+06 wall_t:4943 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.405 +2026-01-08 14:25:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7678.50 total_reward_ma:7819.21 loss:1.584 fps:1536 +frame:7.60e+06 wall_t:4948 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.548 +2026-01-08 14:26:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7746.20 total_reward_ma:7816.39 loss:1.221 fps:1536 +frame:7.61e+06 wall_t:4954 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.531 +2026-01-08 14:26:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7684.10 total_reward_ma:7812.74 loss:1.851 fps:1536 +frame:7.62e+06 wall_t:4960 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:26:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7667.30 total_reward_ma:7809.22 loss:1.801 fps:1536 +frame:7.63e+06 wall_t:4967 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.36 +2026-01-08 14:26:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7643.30 total_reward_ma:7805.40 loss:2.054 fps:1537 +frame:7.64e+06 wall_t:4972 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.9629 +2026-01-08 14:26:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7694.60 total_reward_ma:7802.05 loss:2.224 fps:1537 +frame:7.65e+06 wall_t:4978 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.324 +2026-01-08 14:26:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7737.70 total_reward_ma:7799.64 loss:0.4125 fps:1537 +frame:7.66e+06 wall_t:4984 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.709 +2026-01-08 14:26:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7677.90 total_reward_ma:7796.68 loss:1.008 fps:1537 +frame:7.67e+06 wall_t:4990 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.8912 +2026-01-08 14:26:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7622.40 total_reward_ma:7792.72 loss:0.6987 fps:1537 +frame:7.68e+06 wall_t:4996 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.543 +2026-01-08 14:26:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7595.10 total_reward_ma:7789.14 loss:3.358 fps:1538 +frame:7.69e+06 wall_t:5001 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 14:26:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7536.90 total_reward_ma:7785.22 loss:1.175 fps:1538 +frame:7.70e+06 wall_t:5007 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.538 +2026-01-08 14:27:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7559.90 total_reward_ma:7780.94 loss:1.425 fps:1538 +frame:7.71e+06 wall_t:5014 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.739 +2026-01-08 14:27:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7577.30 total_reward_ma:7777.15 loss:1.278 fps:1538 +frame:7.72e+06 wall_t:5020 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.354 +2026-01-08 14:27:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7521.60 total_reward_ma:7772.27 loss:1.857 fps:1538 +frame:7.73e+06 wall_t:5026 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.935 +2026-01-08 14:27:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7504.20 total_reward_ma:7767.20 loss:1.112 fps:1538 +frame:7.74e+06 wall_t:5032 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.382 +2026-01-08 14:27:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7610.60 total_reward_ma:7763.23 loss:0.6878 fps:1539 +frame:7.75e+06 wall_t:5037 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 14:27:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7666.80 total_reward_ma:7760.12 loss:1.482 fps:1539 +frame:7.76e+06 wall_t:5043 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 14:27:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7654.70 total_reward_ma:7756.82 loss:0.5644 fps:1539 +frame:7.77e+06 wall_t:5049 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 14:27:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7704.60 total_reward_ma:7754.62 loss:1.278 fps:1539 +frame:7.78e+06 wall_t:5055 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.429 +2026-01-08 14:27:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7611.50 total_reward_ma:7751.70 loss:1.44 fps:1539 +frame:7.79e+06 wall_t:5061 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.621 +2026-01-08 14:27:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7726.30 total_reward_ma:7750.50 loss:1.218 fps:1539 +frame:7.80e+06 wall_t:5067 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.532 +2026-01-08 14:28:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7803.20 total_reward_ma:7751.16 loss:2.323 fps:1540 +frame:7.81e+06 wall_t:5073 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.241 +2026-01-08 14:28:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7812.80 total_reward_ma:7752.48 loss:2.194 fps:1540 +frame:7.82e+06 wall_t:5079 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.397 +2026-01-08 14:28:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7826.50 total_reward_ma:7753.88 loss:1.8 fps:1540 +frame:7.83e+06 wall_t:5086 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.614 +2026-01-08 14:28:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7920.20 total_reward_ma:7756.66 loss:1.021 fps:1540 +frame:7.84e+06 wall_t:5092 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.422 +2026-01-08 14:28:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7853.00 total_reward_ma:7759.43 loss:0.7209 fps:1540 +frame:7.85e+06 wall_t:5097 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.379 +2026-01-08 14:28:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7807.10 total_reward_ma:7762.37 loss:2.125 fps:1540 +frame:7.86e+06 wall_t:5103 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.337 +2026-01-08 14:28:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7789.90 total_reward_ma:7764.40 loss:1.21 fps:1540 +frame:7.87e+06 wall_t:5109 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.745 +2026-01-08 14:28:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7786.60 total_reward_ma:7766.62 loss:0.788 fps:1541 +frame:7.88e+06 wall_t:5115 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:28:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7722.20 total_reward_ma:7768.18 loss:0.417 fps:1541 +frame:7.89e+06 wall_t:5121 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.19 +2026-01-08 14:28:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7615.20 total_reward_ma:7768.79 loss:0.4112 fps:1541 +frame:7.90e+06 wall_t:5128 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.241 +2026-01-08 14:29:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7515.20 total_reward_ma:7768.09 loss:0.8522 fps:1541 +frame:7.91e+06 wall_t:5134 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.628 +2026-01-08 14:29:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7595.30 total_reward_ma:7768.16 loss:1.808 fps:1541 +frame:7.92e+06 wall_t:5140 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.241 +2026-01-08 14:29:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7701.50 total_reward_ma:7769.10 loss:1.04 fps:1541 +frame:7.93e+06 wall_t:5147 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.511 +2026-01-08 14:29:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7684.10 total_reward_ma:7768.54 loss:1.307 fps:1541 +frame:7.94e+06 wall_t:5152 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.309 +2026-01-08 14:29:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7682.90 total_reward_ma:7767.87 loss:1.254 fps:1541 +frame:7.95e+06 wall_t:5158 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.447 +2026-01-08 14:29:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7742.00 total_reward_ma:7767.33 loss:1.947 fps:1541 +frame:7.96e+06 wall_t:5165 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.19 +2026-01-08 14:29:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7693.10 total_reward_ma:7766.36 loss:3.126 fps:1541 +frame:7.97e+06 wall_t:5171 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.485 +2026-01-08 14:29:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7728.50 total_reward_ma:7765.56 loss:1.111 fps:1541 +frame:7.98e+06 wall_t:5178 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.521 +2026-01-08 14:29:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7703.40 total_reward_ma:7763.51 loss:1.007 fps:1541 +frame:7.99e+06 wall_t:5184 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.9402 +2026-01-08 14:29:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7760.00 total_reward_ma:7762.77 loss:0.4563 fps:1541 +frame:8.00e+06 wall_t:5190 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.952 +2026-01-08 14:30:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7649.20 total_reward_ma:7760.96 loss:2.255 fps:1541 +frame:8.01e+06 wall_t:5197 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.341 +2026-01-08 14:30:10 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7646.10 total_reward_ma:7758.27 loss:1.828 fps:1541 +frame:8.02e+06 wall_t:5203 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.533 +2026-01-08 14:30:16 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7680.50 total_reward_ma:7755.89 loss:1.369 fps:1542 +frame:8.03e+06 wall_t:5209 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.302 +2026-01-08 14:30:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7623.10 total_reward_ma:7752.35 loss:1.078 fps:1542 +frame:8.04e+06 wall_t:5215 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.379 +2026-01-08 14:30:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7689.90 total_reward_ma:7749.10 loss:1.338 fps:1542 +frame:8.05e+06 wall_t:5222 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 14:30:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7650.80 total_reward_ma:7745.70 loss:0.6881 fps:1542 +frame:8.06e+06 wall_t:5228 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.358 +2026-01-08 14:30:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7634.00 total_reward_ma:7741.02 loss:1.14 fps:1542 +frame:8.07e+06 wall_t:5234 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.44 +2026-01-08 14:30:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7481.80 total_reward_ma:7735.68 loss:2.987 fps:1542 +frame:8.08e+06 wall_t:5241 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.883 +2026-01-08 14:30:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7466.80 total_reward_ma:7729.81 loss:2.265 fps:1542 +frame:8.09e+06 wall_t:5248 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.216 +2026-01-08 14:31:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7479.30 total_reward_ma:7724.39 loss:1.049 fps:1542 +frame:8.10e+06 wall_t:5254 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.44 +2026-01-08 14:31:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7529.20 total_reward_ma:7719.37 loss:1.153 fps:1542 +frame:8.11e+06 wall_t:5260 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 14:31:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7587.50 total_reward_ma:7714.93 loss:1.21 fps:1542 +frame:8.12e+06 wall_t:5266 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.386 +2026-01-08 14:31:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7697.80 total_reward_ma:7711.10 loss:1.072 fps:1542 +frame:8.13e+06 wall_t:5272 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.808 +2026-01-08 14:31:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7694.80 total_reward_ma:7707.95 loss:1.121 fps:1542 +frame:8.14e+06 wall_t:5278 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.208 +2026-01-08 14:31:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7771.30 total_reward_ma:7705.05 loss:1.16 fps:1542 +frame:8.15e+06 wall_t:5285 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.794 +2026-01-08 14:31:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7768.90 total_reward_ma:7702.58 loss:1.227 fps:1542 +frame:8.16e+06 wall_t:5291 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.257 +2026-01-08 14:31:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7756.30 total_reward_ma:7699.99 loss:1.061 fps:1542 +frame:8.17e+06 wall_t:5297 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.636 +2026-01-08 14:31:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7771.60 total_reward_ma:7697.65 loss:1.233 fps:1543 +frame:8.18e+06 wall_t:5303 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:31:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7799.60 total_reward_ma:7695.16 loss:0.7824 fps:1543 +frame:8.19e+06 wall_t:5309 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.36 +2026-01-08 14:32:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7787.10 total_reward_ma:7692.63 loss:0.9383 fps:1543 +frame:8.20e+06 wall_t:5315 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 14:32:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7850.30 total_reward_ma:7690.71 loss:0.9272 fps:1543 +frame:8.21e+06 wall_t:5321 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.467 +2026-01-08 14:32:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8011.10 total_reward_ma:7689.75 loss:1.279 fps:1543 +frame:8.22e+06 wall_t:5326 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.437 +2026-01-08 14:32:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8049.70 total_reward_ma:7689.19 loss:0.8887 fps:1544 +frame:8.23e+06 wall_t:5332 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 14:32:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8074.40 total_reward_ma:7689.84 loss:1.065 fps:1544 +frame:8.24e+06 wall_t:5338 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.192 +2026-01-08 14:32:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7983.40 total_reward_ma:7689.50 loss:1.147 fps:1544 +frame:8.25e+06 wall_t:5344 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 14:32:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7945.30 total_reward_ma:7688.57 loss:2.243 fps:1544 +frame:8.26e+06 wall_t:5350 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.353 +2026-01-08 14:32:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7888.20 total_reward_ma:7687.26 loss:2.075 fps:1544 +frame:8.27e+06 wall_t:5356 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.249 +2026-01-08 14:32:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7922.90 total_reward_ma:7686.42 loss:1.452 fps:1544 +frame:8.28e+06 wall_t:5361 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.385 +2026-01-08 14:32:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7855.50 total_reward_ma:7685.24 loss:1 fps:1545 +frame:8.29e+06 wall_t:5367 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 14:33:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7954.10 total_reward_ma:7685.33 loss:1.901 fps:1545 +frame:8.30e+06 wall_t:5373 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.522 +2026-01-08 14:33:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7961.10 total_reward_ma:7685.93 loss:0.5561 fps:1545 +frame:8.31e+06 wall_t:5379 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.661 +2026-01-08 14:33:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8012.80 total_reward_ma:7687.30 loss:1.265 fps:1545 +frame:8.32e+06 wall_t:5386 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.412 +2026-01-08 14:33:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7985.80 total_reward_ma:7688.73 loss:0.4185 fps:1545 +frame:8.33e+06 wall_t:5392 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.476 +2026-01-08 14:33:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7963.80 total_reward_ma:7689.78 loss:1.988 fps:1545 +frame:8.34e+06 wall_t:5399 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 14:33:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7922.40 total_reward_ma:7691.36 loss:0.3033 fps:1545 +frame:8.35e+06 wall_t:5404 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.321 +2026-01-08 14:33:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7917.70 total_reward_ma:7693.25 loss:1.618 fps:1545 +frame:8.36e+06 wall_t:5410 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.9518 +2026-01-08 14:33:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7875.80 total_reward_ma:7694.50 loss:1.221 fps:1545 +frame:8.37e+06 wall_t:5416 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.632 +2026-01-08 14:33:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7870.10 total_reward_ma:7695.52 loss:1.711 fps:1545 +frame:8.38e+06 wall_t:5423 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.725 +2026-01-08 14:33:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7952.30 total_reward_ma:7697.61 loss:0.8488 fps:1545 +frame:8.39e+06 wall_t:5429 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.492 +2026-01-08 14:34:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8011.20 total_reward_ma:7700.38 loss:2.934 fps:1546 +frame:8.40e+06 wall_t:5435 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 14:34:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8015.50 total_reward_ma:7702.96 loss:2.533 fps:1546 +frame:8.41e+06 wall_t:5441 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.481 +2026-01-08 14:34:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8048.50 total_reward_ma:7706.26 loss:0.8109 fps:1546 +frame:8.42e+06 wall_t:5447 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.071 +2026-01-08 14:34:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8129.60 total_reward_ma:7710.88 loss:1.773 fps:1546 +frame:8.43e+06 wall_t:5452 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 14:34:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8102.40 total_reward_ma:7716.23 loss:2.202 fps:1546 +frame:8.44e+06 wall_t:5458 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.407 +2026-01-08 14:34:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8099.90 total_reward_ma:7722.30 loss:1.615 fps:1546 +frame:8.45e+06 wall_t:5464 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.637 +2026-01-08 14:34:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8156.60 total_reward_ma:7729.41 loss:2.501 fps:1547 +frame:8.46e+06 wall_t:5470 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.422 +2026-01-08 14:34:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8109.50 total_reward_ma:7735.91 loss:1.682 fps:1546 +frame:8.47e+06 wall_t:5477 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.594 +2026-01-08 14:34:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8111.30 total_reward_ma:7743.23 loss:1.331 fps:1547 +frame:8.48e+06 wall_t:5483 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.418 +2026-01-08 14:34:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8054.30 total_reward_ma:7749.47 loss:1.215 fps:1547 +frame:8.49e+06 wall_t:5489 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.361 +2026-01-08 14:35:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8148.70 total_reward_ma:7756.50 loss:1.466 fps:1547 +frame:8.50e+06 wall_t:5495 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 14:35:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8119.90 total_reward_ma:7763.17 loss:1.245 fps:1547 +frame:8.51e+06 wall_t:5501 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.569 +2026-01-08 14:35:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8118.50 total_reward_ma:7770.09 loss:2.149 fps:1547 +frame:8.52e+06 wall_t:5507 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 14:35:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8073.30 total_reward_ma:7777.64 loss:1.36 fps:1547 +frame:8.53e+06 wall_t:5513 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 14:35:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8018.90 total_reward_ma:7784.30 loss:1.459 fps:1547 +frame:8.54e+06 wall_t:5519 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.41 +2026-01-08 14:35:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7960.30 total_reward_ma:7789.05 loss:1.011 fps:1548 +frame:8.55e+06 wall_t:5525 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.304 +2026-01-08 14:35:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7891.60 total_reward_ma:7792.94 loss:0.4946 fps:1548 +frame:8.56e+06 wall_t:5531 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.383 +2026-01-08 14:35:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7908.10 total_reward_ma:7796.77 loss:1.978 fps:1547 +frame:8.57e+06 wall_t:5538 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.337 +2026-01-08 14:35:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7892.90 total_reward_ma:7799.31 loss:1.444 fps:1548 +frame:8.58e+06 wall_t:5544 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.768 +2026-01-08 14:35:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7858.40 total_reward_ma:7801.56 loss:2.963 fps:1548 +frame:8.59e+06 wall_t:5550 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.226 +2026-01-08 14:36:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7846.30 total_reward_ma:7803.24 loss:1.736 fps:1548 +frame:8.60e+06 wall_t:5555 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.637 +2026-01-08 14:36:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7901.80 total_reward_ma:7804.79 loss:1.77 fps:1548 +frame:8.61e+06 wall_t:5561 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.27 +2026-01-08 14:36:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7745.00 total_reward_ma:7805.40 loss:0.6725 fps:1549 +frame:8.62e+06 wall_t:5566 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.557 +2026-01-08 14:36:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7562.30 total_reward_ma:7804.35 loss:1.976 fps:1549 +frame:8.63e+06 wall_t:5572 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.518 +2026-01-08 14:36:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7485.90 total_reward_ma:7802.78 loss:2.369 fps:1549 +frame:8.64e+06 wall_t:5579 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.666 +2026-01-08 14:36:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7425.20 total_reward_ma:7800.08 loss:1.454 fps:1549 +frame:8.65e+06 wall_t:5585 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.417 +2026-01-08 14:36:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7298.00 total_reward_ma:7795.69 loss:0.5772 fps:1549 +frame:8.66e+06 wall_t:5591 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.41 +2026-01-08 14:36:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7323.60 total_reward_ma:7792.14 loss:0.5108 fps:1549 +frame:8.67e+06 wall_t:5598 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 14:36:51 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7356.10 total_reward_ma:7789.48 loss:1.258 fps:1549 +frame:8.68e+06 wall_t:5604 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.844 +2026-01-08 14:36:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7357.10 total_reward_ma:7787.10 loss:1.126 fps:1549 +frame:8.69e+06 wall_t:5610 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.337 +2026-01-08 14:37:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7255.70 total_reward_ma:7784.29 loss:0.8263 fps:1549 +frame:8.70e+06 wall_t:5616 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.524 +2026-01-08 14:37:09 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7236.70 total_reward_ma:7781.06 loss:2.007 fps:1549 +frame:8.71e+06 wall_t:5622 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.496 +2026-01-08 14:37:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7268.90 total_reward_ma:7777.97 loss:1.059 fps:1549 +frame:8.72e+06 wall_t:5628 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.642 +2026-01-08 14:37:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7226.20 total_reward_ma:7775.02 loss:0.7904 fps:1550 +frame:8.73e+06 wall_t:5634 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 14:37:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7233.90 total_reward_ma:7772.31 loss:0.9142 fps:1550 +frame:8.74e+06 wall_t:5640 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.529 +2026-01-08 14:37:33 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7377.00 total_reward_ma:7769.98 loss:1.762 fps:1550 +frame:8.75e+06 wall_t:5646 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.322 +2026-01-08 14:37:39 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7432.80 total_reward_ma:7767.64 loss:2.063 fps:1550 +frame:8.76e+06 wall_t:5652 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.759 +2026-01-08 14:37:46 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7426.60 total_reward_ma:7765.36 loss:1.347 fps:1550 +frame:8.77e+06 wall_t:5659 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 14:37:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7534.50 total_reward_ma:7763.66 loss:1.007 fps:1550 +frame:8.78e+06 wall_t:5665 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.291 +2026-01-08 14:37:57 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7676.20 total_reward_ma:7764.31 loss:1.377 fps:1550 +frame:8.79e+06 wall_t:5670 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.285 +2026-01-08 14:38:03 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7636.70 total_reward_ma:7763.41 loss:1.441 fps:1550 +frame:8.80e+06 wall_t:5676 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.719 +2026-01-08 14:38:09 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7689.70 total_reward_ma:7762.27 loss:2.052 fps:1551 +frame:8.81e+06 wall_t:5682 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.607 +2026-01-08 14:38:14 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7662.50 total_reward_ma:7760.77 loss:0.9668 fps:1551 +frame:8.82e+06 wall_t:5687 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.591 +2026-01-08 14:38:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7704.10 total_reward_ma:7759.55 loss:1.22 fps:1551 +frame:8.83e+06 wall_t:5693 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.516 +2026-01-08 14:38:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7668.70 total_reward_ma:7757.03 loss:2.226 fps:1551 +frame:8.84e+06 wall_t:5698 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:38:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7671.30 total_reward_ma:7755.21 loss:2.322 fps:1552 +frame:8.85e+06 wall_t:5704 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.564 +2026-01-08 14:38:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7723.80 total_reward_ma:7754.38 loss:1.24 fps:1552 +frame:8.86e+06 wall_t:5710 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.345 +2026-01-08 14:38:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7737.50 total_reward_ma:7753.86 loss:0.322 fps:1552 +frame:8.87e+06 wall_t:5716 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.289 +2026-01-08 14:38:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7698.30 total_reward_ma:7752.98 loss:1.102 fps:1552 +frame:8.88e+06 wall_t:5721 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.269 +2026-01-08 14:38:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7747.50 total_reward_ma:7753.23 loss:1.805 fps:1552 +frame:8.89e+06 wall_t:5727 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.695 +2026-01-08 14:39:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7823.80 total_reward_ma:7755.31 loss:2.272 fps:1552 +frame:8.90e+06 wall_t:5733 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.257 +2026-01-08 14:39:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7942.60 total_reward_ma:7759.59 loss:1.756 fps:1553 +frame:8.91e+06 wall_t:5739 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.526 +2026-01-08 14:39:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7942.30 total_reward_ma:7763.06 loss:0.4297 fps:1552 +frame:8.92e+06 wall_t:5746 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 14:39:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7921.90 total_reward_ma:7765.26 loss:0.8377 fps:1553 +frame:8.93e+06 wall_t:5752 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.57 +2026-01-08 14:39:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7995.60 total_reward_ma:7768.38 loss:1.223 fps:1553 +frame:8.94e+06 wall_t:5758 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.393 +2026-01-08 14:39:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7971.40 total_reward_ma:7771.26 loss:1.023 fps:1553 +frame:8.95e+06 wall_t:5764 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.624 +2026-01-08 14:39:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7954.30 total_reward_ma:7773.38 loss:2.476 fps:1553 +frame:8.96e+06 wall_t:5770 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.51 +2026-01-08 14:39:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7998.50 total_reward_ma:7776.44 loss:1.306 fps:1553 +frame:8.97e+06 wall_t:5776 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.576 +2026-01-08 14:39:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8055.00 total_reward_ma:7779.70 loss:1.228 fps:1553 +frame:8.98e+06 wall_t:5782 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.521 +2026-01-08 14:39:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8074.90 total_reward_ma:7783.42 loss:0.9226 fps:1553 +frame:8.99e+06 wall_t:5787 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.473 +2026-01-08 14:40:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8065.70 total_reward_ma:7786.48 loss:0.9074 fps:1554 +frame:9.00e+06 wall_t:5793 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.327 +2026-01-08 14:40:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8071.40 total_reward_ma:7790.70 loss:0.6573 fps:1554 +frame:9.01e+06 wall_t:5799 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.704 +2026-01-08 14:40:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8030.50 total_reward_ma:7794.54 loss:1.515 fps:1554 +frame:9.02e+06 wall_t:5805 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.475 +2026-01-08 14:40:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8006.70 total_reward_ma:7797.80 loss:0.8523 fps:1554 +frame:9.03e+06 wall_t:5811 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.741 +2026-01-08 14:40:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7953.20 total_reward_ma:7801.10 loss:2.442 fps:1554 +frame:9.04e+06 wall_t:5817 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.31 +2026-01-08 14:40:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7957.80 total_reward_ma:7803.78 loss:0.9872 fps:1554 +frame:9.05e+06 wall_t:5823 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.346 +2026-01-08 14:40:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7996.60 total_reward_ma:7807.24 loss:1.098 fps:1554 +frame:9.06e+06 wall_t:5829 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.298 +2026-01-08 14:40:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7932.30 total_reward_ma:7810.23 loss:0.8945 fps:1554 +frame:9.07e+06 wall_t:5836 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 14:40:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7939.20 total_reward_ma:7814.80 loss:1.348 fps:1554 +frame:9.08e+06 wall_t:5842 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.509 +2026-01-08 14:40:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7886.40 total_reward_ma:7819.00 loss:0.2921 fps:1554 +frame:9.09e+06 wall_t:5848 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.477 +2026-01-08 14:41:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7943.00 total_reward_ma:7823.63 loss:0.5596 fps:1554 +frame:9.10e+06 wall_t:5854 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 14:41:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7952.00 total_reward_ma:7827.86 loss:1.135 fps:1555 +frame:9.11e+06 wall_t:5860 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.321 +2026-01-08 14:41:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7948.80 total_reward_ma:7831.47 loss:1.531 fps:1555 +frame:9.12e+06 wall_t:5866 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.289 +2026-01-08 14:41:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7939.00 total_reward_ma:7833.88 loss:1.103 fps:1555 +frame:9.13e+06 wall_t:5872 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.492 +2026-01-08 14:41:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8011.70 total_reward_ma:7837.05 loss:1.881 fps:1555 +frame:9.14e+06 wall_t:5878 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 14:41:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7972.50 total_reward_ma:7839.07 loss:0.5402 fps:1555 +frame:9.15e+06 wall_t:5884 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.446 +2026-01-08 14:41:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8038.90 total_reward_ma:7841.77 loss:1.429 fps:1555 +frame:9.16e+06 wall_t:5891 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.311 +2026-01-08 14:41:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8052.10 total_reward_ma:7844.72 loss:1.109 fps:1555 +frame:9.17e+06 wall_t:5897 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.659 +2026-01-08 14:41:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8040.40 total_reward_ma:7847.41 loss:1.246 fps:1555 +frame:9.18e+06 wall_t:5903 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.444 +2026-01-08 14:41:55 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7992.80 total_reward_ma:7849.34 loss:0.899 fps:1556 +frame:9.19e+06 wall_t:5908 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.488 +2026-01-08 14:42:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:7978.20 total_reward_ma:7851.25 loss:1.81 fps:1556 +frame:9.20e+06 wall_t:5914 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.279 +2026-01-08 14:42:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8019.90 total_reward_ma:7852.95 loss:1.476 fps:1556 +frame:9.21e+06 wall_t:5920 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.443 +2026-01-08 14:42:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8052.50 total_reward_ma:7853.37 loss:1.324 fps:1556 +frame:9.22e+06 wall_t:5926 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 14:42:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8101.10 total_reward_ma:7853.88 loss:1.054 fps:1556 +frame:9.23e+06 wall_t:5932 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.3 +2026-01-08 14:42:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8112.90 total_reward_ma:7854.26 loss:2.303 fps:1556 +frame:9.24e+06 wall_t:5937 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 14:42:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8124.80 total_reward_ma:7855.68 loss:1.565 fps:1556 +frame:9.25e+06 wall_t:5944 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.502 +2026-01-08 14:42:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8057.30 total_reward_ma:7856.80 loss:1.838 fps:1557 +frame:9.26e+06 wall_t:5949 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 14:42:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8097.40 total_reward_ma:7858.89 loss:0.7119 fps:1557 +frame:9.27e+06 wall_t:5955 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.49 +2026-01-08 14:42:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8162.20 total_reward_ma:7861.28 loss:1.013 fps:1557 +frame:9.28e+06 wall_t:5961 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.313 +2026-01-08 14:42:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8096.20 total_reward_ma:7863.69 loss:1.275 fps:1557 +frame:9.29e+06 wall_t:5967 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.457 +2026-01-08 14:43:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8127.60 total_reward_ma:7865.42 loss:1.384 fps:1557 +frame:9.30e+06 wall_t:5973 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 14:43:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8110.40 total_reward_ma:7866.92 loss:1.751 fps:1557 +frame:9.31e+06 wall_t:5979 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.352 +2026-01-08 14:43:12 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8185.10 total_reward_ma:7868.64 loss:1.729 fps:1557 +frame:9.32e+06 wall_t:5985 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.376 +2026-01-08 14:43:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8113.00 total_reward_ma:7869.91 loss:2.214 fps:1557 +frame:9.33e+06 wall_t:5991 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.477 +2026-01-08 14:43:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8123.90 total_reward_ma:7871.51 loss:1.848 fps:1557 +frame:9.34e+06 wall_t:5998 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.621 +2026-01-08 14:43:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8067.00 total_reward_ma:7872.96 loss:1.017 fps:1557 +frame:9.35e+06 wall_t:6004 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.205 +2026-01-08 14:43:37 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8092.30 total_reward_ma:7874.71 loss:1.765 fps:1557 +frame:9.36e+06 wall_t:6010 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.743 +2026-01-08 14:43:43 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8059.30 total_reward_ma:7876.54 loss:3.573 fps:1558 +frame:9.37e+06 wall_t:6016 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 14:43:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8010.10 total_reward_ma:7877.94 loss:1.846 fps:1558 +frame:9.38e+06 wall_t:6022 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.421 +2026-01-08 14:43:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8058.50 total_reward_ma:7879.00 loss:0.7013 fps:1558 +frame:9.39e+06 wall_t:6027 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:43:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8137.60 total_reward_ma:7880.27 loss:0.6335 fps:1558 +frame:9.40e+06 wall_t:6032 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 14:44:05 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8164.10 total_reward_ma:7881.75 loss:0.8735 fps:1558 +frame:9.41e+06 wall_t:6038 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.384 +2026-01-08 14:44:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8118.30 total_reward_ma:7882.45 loss:1.592 fps:1559 +frame:9.42e+06 wall_t:6044 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.511 +2026-01-08 14:44:17 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8217.00 total_reward_ma:7883.33 loss:1.115 fps:1559 +frame:9.43e+06 wall_t:6050 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.418 +2026-01-08 14:44:22 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8209.70 total_reward_ma:7884.40 loss:2.719 fps:1559 +frame:9.44e+06 wall_t:6056 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.43 +2026-01-08 14:44:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8209.00 total_reward_ma:7885.49 loss:2.003 fps:1559 +frame:9.45e+06 wall_t:6062 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.634 +2026-01-08 14:44:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8206.00 total_reward_ma:7885.98 loss:0.7052 fps:1559 +frame:9.46e+06 wall_t:6068 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:44:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8253.60 total_reward_ma:7887.42 loss:1.044 fps:1559 +frame:9.47e+06 wall_t:6075 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 14:44:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8306.50 total_reward_ma:7889.38 loss:1.213 fps:1559 +frame:9.48e+06 wall_t:6080 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.355 +2026-01-08 14:44:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8346.10 total_reward_ma:7892.29 loss:1.105 fps:1559 +frame:9.49e+06 wall_t:6087 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.458 +2026-01-08 14:45:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8342.60 total_reward_ma:7894.23 loss:1.177 fps:1559 +frame:9.50e+06 wall_t:6094 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 14:45:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8329.10 total_reward_ma:7896.33 loss:0.8538 fps:1559 +frame:9.51e+06 wall_t:6100 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.812 +2026-01-08 14:45:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8390.20 total_reward_ma:7899.04 loss:0.9928 fps:1559 +frame:9.52e+06 wall_t:6106 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.58 +2026-01-08 14:45:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8316.60 total_reward_ma:7901.48 loss:0.8555 fps:1559 +frame:9.53e+06 wall_t:6112 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.553 +2026-01-08 14:45:25 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8399.20 total_reward_ma:7905.28 loss:1.706 fps:1559 +frame:9.54e+06 wall_t:6118 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.351 +2026-01-08 14:45:31 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8340.00 total_reward_ma:7909.08 loss:1.044 fps:1559 +frame:9.55e+06 wall_t:6124 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.432 +2026-01-08 14:45:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8329.00 total_reward_ma:7913.45 loss:0.8354 fps:1560 +frame:9.56e+06 wall_t:6129 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.342 +2026-01-08 14:45:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8312.90 total_reward_ma:7917.50 loss:1.482 fps:1560 +frame:9.57e+06 wall_t:6135 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 14:45:48 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8283.00 total_reward_ma:7921.40 loss:1.451 fps:1560 +frame:9.58e+06 wall_t:6141 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.561 +2026-01-08 14:45:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8265.30 total_reward_ma:7925.47 loss:1.388 fps:1560 +frame:9.59e+06 wall_t:6147 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.625 +2026-01-08 14:46:01 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8268.60 total_reward_ma:7929.69 loss:1.454 fps:1560 +frame:9.60e+06 wall_t:6154 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.497 +2026-01-08 14:46:07 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8297.80 total_reward_ma:7933.65 loss:1.154 fps:1560 +frame:9.61e+06 wall_t:6160 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.231 +2026-01-08 14:46:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8291.20 total_reward_ma:7939.11 loss:1.477 fps:1560 +frame:9.62e+06 wall_t:6166 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.853 +2026-01-08 14:46:20 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8258.30 total_reward_ma:7946.07 loss:2.279 fps:1560 +frame:9.63e+06 wall_t:6173 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.178 +2026-01-08 14:46:26 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8246.50 total_reward_ma:7953.68 loss:1.822 fps:1560 +frame:9.64e+06 wall_t:6179 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.548 +2026-01-08 14:46:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8240.90 total_reward_ma:7961.83 loss:1.456 fps:1560 +frame:9.65e+06 wall_t:6185 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.9108 +2026-01-08 14:46:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8253.40 total_reward_ma:7971.39 loss:0.9898 fps:1560 +frame:9.66e+06 wall_t:6191 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.59 +2026-01-08 14:46:45 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8229.50 total_reward_ma:7980.45 loss:1.842 fps:1560 +frame:9.67e+06 wall_t:6198 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.473 +2026-01-08 14:46:50 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8216.80 total_reward_ma:7989.05 loss:1.644 fps:1561 +frame:9.68e+06 wall_t:6203 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.506 +2026-01-08 14:46:56 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8226.30 total_reward_ma:7997.75 loss:2.119 fps:1561 +frame:9.69e+06 wall_t:6209 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.321 +2026-01-08 14:47:02 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8215.80 total_reward_ma:8007.35 loss:1.87 fps:1561 +frame:9.70e+06 wall_t:6215 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.383 +2026-01-08 14:47:08 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8221.90 total_reward_ma:8017.20 loss:0.5888 fps:1561 +frame:9.71e+06 wall_t:6221 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.115 +2026-01-08 14:47:13 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8230.70 total_reward_ma:8026.82 loss:0.9317 fps:1561 +frame:9.72e+06 wall_t:6226 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.9658 +2026-01-08 14:47:19 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8354.70 total_reward_ma:8038.10 loss:0.3942 fps:1561 +frame:9.73e+06 wall_t:6232 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.705 +2026-01-08 14:47:24 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8371.00 total_reward_ma:8049.47 loss:0.7422 fps:1561 +frame:9.74e+06 wall_t:6238 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.297 +2026-01-08 14:47:30 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8331.30 total_reward_ma:8059.02 loss:0.8421 fps:1562 +frame:9.75e+06 wall_t:6243 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.603 +2026-01-08 14:47:36 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8403.70 total_reward_ma:8068.73 loss:2.088 fps:1562 +frame:9.76e+06 wall_t:6249 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.322 +2026-01-08 14:47:41 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8445.80 total_reward_ma:8078.92 loss:1.602 fps:1562 +frame:9.77e+06 wall_t:6254 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.299 +2026-01-08 14:47:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8415.20 total_reward_ma:8087.73 loss:1.709 fps:1562 +frame:9.78e+06 wall_t:6260 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.141 +2026-01-08 14:47:53 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8329.80 total_reward_ma:8094.26 loss:2.012 fps:1562 +frame:9.79e+06 wall_t:6266 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.217 +2026-01-08 14:47:59 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8282.80 total_reward_ma:8100.72 loss:0.9045 fps:1562 +frame:9.80e+06 wall_t:6272 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.309 +2026-01-08 14:48:04 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8289.00 total_reward_ma:8106.71 loss:0.4122 fps:1563 +frame:9.81e+06 wall_t:6277 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.518 +2026-01-08 14:48:09 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8300.50 total_reward_ma:8113.10 loss:1.39 fps:1563 +frame:9.82e+06 wall_t:6283 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.62 +2026-01-08 14:48:15 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8286.20 total_reward_ma:8118.92 loss:1.094 fps:1563 +frame:9.83e+06 wall_t:6288 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.438 +2026-01-08 14:48:21 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8321.10 total_reward_ma:8125.44 loss:0.6334 fps:1563 +frame:9.84e+06 wall_t:6294 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.537 +2026-01-08 14:48:27 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8234.60 total_reward_ma:8131.07 loss:1.371 fps:1563 +frame:9.85e+06 wall_t:6300 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.218 +2026-01-08 14:48:32 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8253.90 total_reward_ma:8136.37 loss:1.247 fps:1564 +frame:9.86e+06 wall_t:6305 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.216 +2026-01-08 14:48:38 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8185.30 total_reward_ma:8140.85 loss:1.301 fps:1564 +frame:9.87e+06 wall_t:6311 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.253 +2026-01-08 14:48:44 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8188.50 total_reward_ma:8145.75 loss:0.771 fps:1564 +frame:9.88e+06 wall_t:6317 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.265 +2026-01-08 14:48:49 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8125.00 total_reward_ma:8149.53 loss:1.278 fps:1564 +frame:9.89e+06 wall_t:6322 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.165 +2026-01-08 14:48:54 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8126.80 total_reward_ma:8152.56 loss:2.053 fps:1565 +frame:9.90e+06 wall_t:6327 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.202 +2026-01-08 14:49:00 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8087.70 total_reward_ma:8154.01 loss:1.066 fps:1565 +frame:9.91e+06 wall_t:6333 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.742 +2026-01-08 14:49:06 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8156.80 total_reward_ma:8156.15 loss:1.109 fps:1565 +frame:9.92e+06 wall_t:6339 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.412 +2026-01-08 14:49:11 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8202.30 total_reward_ma:8158.96 loss:0.7158 fps:1565 +frame:9.93e+06 wall_t:6345 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.464 +2026-01-08 14:49:18 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8180.50 total_reward_ma:8160.81 loss:0.9789 fps:1565 +frame:9.94e+06 wall_t:6351 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.505 +2026-01-08 14:49:23 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8183.10 total_reward_ma:8162.93 loss:0.9748 fps:1565 +frame:9.95e+06 wall_t:6356 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.722 +2026-01-08 14:49:29 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8197.10 total_reward_ma:8165.35 loss:1.142 fps:1566 +frame:9.96e+06 wall_t:6362 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.197 +2026-01-08 14:49:35 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8168.60 total_reward_ma:8167.05 loss:2.173 fps:1566 +frame:9.97e+06 wall_t:6368 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.509 +2026-01-08 14:49:42 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8158.20 total_reward_ma:8168.09 loss:1.839 fps:1565 +frame:9.98e+06 wall_t:6375 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.9902 +2026-01-08 14:49:47 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8185.10 total_reward_ma:8169.19 loss:0.7276 fps:1566 +frame:9.99e+06 wall_t:6380 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.439 +2026-01-08 14:49:52 | INFO | PID:1278 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_krull_t0_s2 [train] +total_reward:8178.90 total_reward_ma:8170.32 loss:1.084 fps:1566 +frame:1.00e+07 wall_t:6385 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.313 +2026-01-08 14:49:53 | INFO | PID:1278 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s3.log b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..9d3b35aaec894c1f135d8195dfff7496a7779103 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-08 13:03:25 | INFO | PID:1279 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:03:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:60.00 total_reward_ma:60.00 loss:0.3033 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:2.868 +2026-01-08 13:03:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:1396.00 total_reward_ma:728.00 loss:0.5927 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:2.849 +2026-01-08 13:03:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:2180.62 total_reward_ma:1212.21 loss:0.3838 fps:1071 +frame:3.00e+04 wall_t:28 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.811 +2026-01-08 13:04:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:2333.50 total_reward_ma:1492.53 loss:0.8956 fps:1111 +frame:4.00e+04 wall_t:36 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.79 +2026-01-08 13:04:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:2776.88 total_reward_ma:1749.40 loss:0.2533 fps:1163 +frame:5.00e+04 wall_t:43 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.711 +2026-01-08 13:04:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:2782.78 total_reward_ma:1921.63 loss:0.6603 fps:1200 +frame:6.00e+04 wall_t:50 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.68 +2026-01-08 13:04:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:2958.30 total_reward_ma:2069.73 loss:0.4784 fps:1228 +frame:7.00e+04 wall_t:57 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.692 +2026-01-08 13:04:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:2991.76 total_reward_ma:2184.98 loss:0.6397 fps:1250 +frame:8.00e+04 wall_t:64 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.614 +2026-01-08 13:04:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3043.39 total_reward_ma:2280.36 loss:0.5577 fps:1286 +frame:9.00e+04 wall_t:70 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.594 +2026-01-08 13:04:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3124.03 total_reward_ma:2364.73 loss:0.6472 fps:1299 +frame:1.00e+05 wall_t:77 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.531 +2026-01-08 13:04:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3145.47 total_reward_ma:2435.70 loss:0.5862 fps:1294 +frame:1.10e+05 wall_t:85 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.568 +2026-01-08 13:05:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3205.37 total_reward_ma:2499.84 loss:0.6628 fps:1290 +frame:1.20e+05 wall_t:93 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.561 +2026-01-08 13:05:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3193.44 total_reward_ma:2553.20 loss:0.549 fps:1300 +frame:1.30e+05 wall_t:100 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.478 +2026-01-08 13:05:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3190.82 total_reward_ma:2598.74 loss:0.6142 fps:1308 +frame:1.40e+05 wall_t:107 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.426 +2026-01-08 13:05:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3264.50 total_reward_ma:2643.12 loss:0.4519 fps:1316 +frame:1.50e+05 wall_t:114 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.363 +2026-01-08 13:05:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3355.60 total_reward_ma:2687.65 loss:0.813 fps:1322 +frame:1.60e+05 wall_t:121 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.375 +2026-01-08 13:05:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3430.90 total_reward_ma:2731.37 loss:0.4235 fps:1328 +frame:1.70e+05 wall_t:128 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.369 +2026-01-08 13:05:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3455.70 total_reward_ma:2771.61 loss:0.5727 fps:1333 +frame:1.80e+05 wall_t:135 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.386 +2026-01-08 13:05:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3437.40 total_reward_ma:2806.66 loss:0.5481 fps:1338 +frame:1.90e+05 wall_t:142 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.427 +2026-01-08 13:05:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3448.20 total_reward_ma:2838.73 loss:0.676 fps:1342 +frame:2.00e+05 wall_t:149 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.341 +2026-01-08 13:06:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3434.60 total_reward_ma:2867.11 loss:0.5748 fps:1338 +frame:2.10e+05 wall_t:157 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.12 +2026-01-08 13:06:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3444.50 total_reward_ma:2893.35 loss:0.6902 fps:1333 +frame:2.20e+05 wall_t:165 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.256 +2026-01-08 13:06:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3406.80 total_reward_ma:2915.68 loss:0.9286 fps:1329 +frame:2.30e+05 wall_t:173 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.077 +2026-01-08 13:06:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3377.40 total_reward_ma:2934.91 loss:0.7934 fps:1333 +frame:2.40e+05 wall_t:180 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.187 +2026-01-08 13:06:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3338.10 total_reward_ma:2951.04 loss:1.011 fps:1344 +frame:2.50e+05 wall_t:186 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.09 +2026-01-08 13:06:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3296.20 total_reward_ma:2964.32 loss:0.6587 fps:1354 +frame:2.60e+05 wall_t:192 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.071 +2026-01-08 13:06:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3242.60 total_reward_ma:2974.62 loss:1.308 fps:1350 +frame:2.70e+05 wall_t:200 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.978 +2026-01-08 13:06:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3250.30 total_reward_ma:2984.47 loss:0.954 fps:1353 +frame:2.80e+05 wall_t:207 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.882 +2026-01-08 13:07:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3202.30 total_reward_ma:2991.98 loss:0.558 fps:1355 +frame:2.90e+05 wall_t:214 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.266 +2026-01-08 13:07:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3169.60 total_reward_ma:2997.90 loss:1.339 fps:1351 +frame:3.00e+05 wall_t:222 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.156 +2026-01-08 13:07:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3208.30 total_reward_ma:3004.69 loss:1.247 fps:1348 +frame:3.10e+05 wall_t:230 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.042 +2026-01-08 13:07:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3214.80 total_reward_ma:3011.25 loss:0.9511 fps:1345 +frame:3.20e+05 wall_t:238 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.919 +2026-01-08 13:07:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3291.80 total_reward_ma:3019.76 loss:0.8664 fps:1341 +frame:3.30e+05 wall_t:246 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.829 +2026-01-08 13:07:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3387.70 total_reward_ma:3030.58 loss:0.8707 fps:1344 +frame:3.40e+05 wall_t:253 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.08 +2026-01-08 13:07:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3364.60 total_reward_ma:3040.12 loss:1.372 fps:1346 +frame:3.50e+05 wall_t:260 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.764 +2026-01-08 13:07:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3450.20 total_reward_ma:3051.51 loss:0.772 fps:1343 +frame:3.60e+05 wall_t:268 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.967 +2026-01-08 13:08:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3528.90 total_reward_ma:3064.42 loss:1.157 fps:1345 +frame:3.70e+05 wall_t:275 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.811 +2026-01-08 13:08:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3694.20 total_reward_ma:3080.99 loss:1.154 fps:1343 +frame:3.80e+05 wall_t:283 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.747 +2026-01-08 13:08:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3804.00 total_reward_ma:3099.53 loss:1.184 fps:1345 +frame:3.90e+05 wall_t:290 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.74 +2026-01-08 13:08:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3899.40 total_reward_ma:3119.52 loss:1.082 fps:1347 +frame:4.00e+05 wall_t:297 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.87 +2026-01-08 13:08:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3951.60 total_reward_ma:3139.82 loss:0.5713 fps:1349 +frame:4.10e+05 wall_t:304 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.058 +2026-01-08 13:08:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3937.20 total_reward_ma:3158.80 loss:1.021 fps:1350 +frame:4.20e+05 wall_t:311 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.131 +2026-01-08 13:08:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3924.20 total_reward_ma:3176.60 loss:1.196 fps:1352 +frame:4.30e+05 wall_t:318 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.088 +2026-01-08 13:08:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3976.10 total_reward_ma:3194.77 loss:0.9727 fps:1354 +frame:4.40e+05 wall_t:325 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.904 +2026-01-08 13:09:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3894.60 total_reward_ma:3210.33 loss:0.7525 fps:1351 +frame:4.50e+05 wall_t:333 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.111 +2026-01-08 13:09:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3920.30 total_reward_ma:3225.76 loss:1.348 fps:1357 +frame:4.60e+05 wall_t:339 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.95 +2026-01-08 13:09:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4000.20 total_reward_ma:3242.24 loss:0.611 fps:1358 +frame:4.70e+05 wall_t:346 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.195 +2026-01-08 13:09:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:3994.30 total_reward_ma:3257.91 loss:0.929 fps:1360 +frame:4.80e+05 wall_t:353 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.842 +2026-01-08 13:09:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4060.70 total_reward_ma:3274.29 loss:0.8522 fps:1361 +frame:4.90e+05 wall_t:360 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.281 +2026-01-08 13:09:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4110.80 total_reward_ma:3291.02 loss:0.9617 fps:1366 +frame:5.00e+05 wall_t:366 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.871 +2026-01-08 13:09:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4148.70 total_reward_ma:3307.84 loss:0.7282 fps:1367 +frame:5.10e+05 wall_t:373 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.927 +2026-01-08 13:09:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4267.20 total_reward_ma:3326.29 loss:0.554 fps:1372 +frame:5.20e+05 wall_t:379 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.016 +2026-01-08 13:09:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4349.30 total_reward_ma:3345.59 loss:0.8074 fps:1370 +frame:5.30e+05 wall_t:387 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.742 +2026-01-08 13:10:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4523.90 total_reward_ma:3367.41 loss:0.4183 fps:1371 +frame:5.40e+05 wall_t:394 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.888 +2026-01-08 13:10:08 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4580.80 total_reward_ma:3389.47 loss:1.011 fps:1372 +frame:5.50e+05 wall_t:401 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.54 +2026-01-08 13:10:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4796.70 total_reward_ma:3414.60 loss:0.7014 fps:1373 +frame:5.60e+05 wall_t:408 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.993 +2026-01-08 13:10:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:4859.60 total_reward_ma:3439.95 loss:1.082 fps:1373 +frame:5.70e+05 wall_t:415 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.419 +2026-01-08 13:10:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5015.30 total_reward_ma:3467.11 loss:1.039 fps:1374 +frame:5.80e+05 wall_t:422 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.561 +2026-01-08 13:10:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5150.10 total_reward_ma:3495.64 loss:1.018 fps:1375 +frame:5.90e+05 wall_t:429 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.652 +2026-01-08 13:10:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5201.90 total_reward_ma:3524.07 loss:0.9257 fps:1379 +frame:6.00e+05 wall_t:435 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.597 +2026-01-08 13:10:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5363.40 total_reward_ma:3554.23 loss:0.715 fps:1380 +frame:6.10e+05 wall_t:442 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.901 +2026-01-08 13:10:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5393.00 total_reward_ma:3583.88 loss:0.8071 fps:1381 +frame:6.20e+05 wall_t:449 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.424 +2026-01-08 13:11:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5501.80 total_reward_ma:3614.33 loss:0.69 fps:1382 +frame:6.30e+05 wall_t:456 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.836 +2026-01-08 13:11:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5576.40 total_reward_ma:3644.99 loss:1.444 fps:1382 +frame:6.40e+05 wall_t:463 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.596 +2026-01-08 13:11:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5619.50 total_reward_ma:3675.36 loss:0.9413 fps:1383 +frame:6.50e+05 wall_t:470 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.836 +2026-01-08 13:11:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5635.20 total_reward_ma:3705.06 loss:1.481 fps:1384 +frame:6.60e+05 wall_t:477 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.498 +2026-01-08 13:11:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5652.40 total_reward_ma:3734.12 loss:1.231 fps:1387 +frame:6.70e+05 wall_t:483 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.488 +2026-01-08 13:11:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5824.20 total_reward_ma:3764.86 loss:1.278 fps:1388 +frame:6.80e+05 wall_t:490 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.67 +2026-01-08 13:11:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5787.00 total_reward_ma:3794.16 loss:1.054 fps:1388 +frame:6.90e+05 wall_t:497 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.507 +2026-01-08 13:11:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5812.30 total_reward_ma:3823.00 loss:0.7381 fps:1389 +frame:7.00e+05 wall_t:504 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.521 +2026-01-08 13:11:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5870.40 total_reward_ma:3851.83 loss:1.224 fps:1389 +frame:7.10e+05 wall_t:511 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.28 +2026-01-08 13:12:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5842.00 total_reward_ma:3879.47 loss:1.101 fps:1390 +frame:7.20e+05 wall_t:518 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.638 +2026-01-08 13:12:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5879.60 total_reward_ma:3906.87 loss:1.542 fps:1390 +frame:7.30e+05 wall_t:525 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.513 +2026-01-08 13:12:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5921.10 total_reward_ma:3934.09 loss:1.911 fps:1391 +frame:7.40e+05 wall_t:532 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.632 +2026-01-08 13:12:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5934.40 total_reward_ma:3960.76 loss:1.034 fps:1391 +frame:7.50e+05 wall_t:539 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.814 +2026-01-08 13:12:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5931.60 total_reward_ma:3986.69 loss:1.404 fps:1389 +frame:7.60e+05 wall_t:547 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.76 +2026-01-08 13:12:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5870.10 total_reward_ma:4011.15 loss:1.28 fps:1390 +frame:7.70e+05 wall_t:554 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.821 +2026-01-08 13:12:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5858.60 total_reward_ma:4034.84 loss:0.5438 fps:1390 +frame:7.80e+05 wall_t:561 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.721 +2026-01-08 13:12:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5840.40 total_reward_ma:4057.69 loss:0.9283 fps:1391 +frame:7.90e+05 wall_t:568 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.646 +2026-01-08 13:13:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5905.40 total_reward_ma:4080.79 loss:0.6713 fps:1391 +frame:8.00e+05 wall_t:575 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.694 +2026-01-08 13:13:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5887.60 total_reward_ma:4103.10 loss:0.8034 fps:1389 +frame:8.10e+05 wall_t:583 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.728 +2026-01-08 13:13:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5893.70 total_reward_ma:4124.93 loss:1.64 fps:1390 +frame:8.20e+05 wall_t:590 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.635 +2026-01-08 13:13:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5959.80 total_reward_ma:4147.04 loss:0.794 fps:1390 +frame:8.30e+05 wall_t:597 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.842 +2026-01-08 13:13:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5895.00 total_reward_ma:4167.85 loss:2.389 fps:1391 +frame:8.40e+05 wall_t:604 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.515 +2026-01-08 13:13:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5824.50 total_reward_ma:4187.34 loss:0.8687 fps:1391 +frame:8.50e+05 wall_t:611 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.692 +2026-01-08 13:13:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5831.60 total_reward_ma:4206.46 loss:0.9094 fps:1394 +frame:8.60e+05 wall_t:617 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.728 +2026-01-08 13:13:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5725.40 total_reward_ma:4223.92 loss:0.7003 fps:1394 +frame:8.70e+05 wall_t:624 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.913 +2026-01-08 13:13:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5643.70 total_reward_ma:4240.05 loss:0.9088 fps:1395 +frame:8.80e+05 wall_t:631 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.793 +2026-01-08 13:14:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5652.30 total_reward_ma:4255.92 loss:1.035 fps:1395 +frame:8.90e+05 wall_t:638 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.787 +2026-01-08 13:14:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5674.00 total_reward_ma:4271.68 loss:1.076 fps:1395 +frame:9.00e+05 wall_t:645 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.747 +2026-01-08 13:14:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5605.60 total_reward_ma:4286.33 loss:1.102 fps:1396 +frame:9.10e+05 wall_t:652 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.837 +2026-01-08 13:14:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5594.90 total_reward_ma:4300.56 loss:1.079 fps:1396 +frame:9.20e+05 wall_t:659 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.553 +2026-01-08 13:14:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5597.40 total_reward_ma:4314.50 loss:1.309 fps:1396 +frame:9.30e+05 wall_t:666 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.612 +2026-01-08 13:14:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5602.30 total_reward_ma:4328.20 loss:0.7327 fps:1399 +frame:9.40e+05 wall_t:672 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.884 +2026-01-08 13:14:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5574.00 total_reward_ma:4341.32 loss:0.898 fps:1399 +frame:9.50e+05 wall_t:679 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.729 +2026-01-08 13:14:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5562.00 total_reward_ma:4354.03 loss:0.8251 fps:1399 +frame:9.60e+05 wall_t:686 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.731 +2026-01-08 13:15:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5509.70 total_reward_ma:4365.95 loss:0.8829 fps:1400 +frame:9.70e+05 wall_t:693 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.766 +2026-01-08 13:15:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5551.90 total_reward_ma:4378.05 loss:0.5248 fps:1400 +frame:9.80e+05 wall_t:700 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.954 +2026-01-08 13:15:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5527.40 total_reward_ma:4389.66 loss:0.8226 fps:1400 +frame:9.90e+05 wall_t:707 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.754 +2026-01-08 13:15:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5583.70 total_reward_ma:4401.60 loss:0.6575 fps:1401 +frame:1.00e+06 wall_t:714 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.961 +2026-01-08 13:15:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5561.10 total_reward_ma:4456.61 loss:1.245 fps:1401 +frame:1.01e+06 wall_t:721 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.836 +2026-01-08 13:15:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5647.60 total_reward_ma:4499.12 loss:0.3984 fps:1401 +frame:1.02e+06 wall_t:728 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.044 +2026-01-08 13:15:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5658.90 total_reward_ma:4533.91 loss:0.7627 fps:1401 +frame:1.03e+06 wall_t:735 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.757 +2026-01-08 13:15:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5610.40 total_reward_ma:4566.68 loss:0.6577 fps:1402 +frame:1.04e+06 wall_t:742 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.917 +2026-01-08 13:15:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5733.00 total_reward_ma:4596.24 loss:0.8655 fps:1402 +frame:1.05e+06 wall_t:749 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.703 +2026-01-08 13:16:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5666.00 total_reward_ma:4625.07 loss:0.5824 fps:1404 +frame:1.06e+06 wall_t:755 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.726 +2026-01-08 13:16:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5626.00 total_reward_ma:4651.75 loss:0.7875 fps:1404 +frame:1.07e+06 wall_t:762 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.575 +2026-01-08 13:16:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5633.50 total_reward_ma:4678.16 loss:0.8951 fps:1404 +frame:1.08e+06 wall_t:769 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.834 +2026-01-08 13:16:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5637.70 total_reward_ma:4704.11 loss:0.6678 fps:1405 +frame:1.09e+06 wall_t:776 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.825 +2026-01-08 13:16:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5675.70 total_reward_ma:4729.62 loss:1.03 fps:1405 +frame:1.10e+06 wall_t:783 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.819 +2026-01-08 13:16:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5687.80 total_reward_ma:4755.05 loss:1.045 fps:1407 +frame:1.11e+06 wall_t:789 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.662 +2026-01-08 13:16:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5653.10 total_reward_ma:4779.52 loss:1.16 fps:1405 +frame:1.12e+06 wall_t:797 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.915 +2026-01-08 13:16:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5653.30 total_reward_ma:4804.12 loss:1.755 fps:1405 +frame:1.13e+06 wall_t:804 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.561 +2026-01-08 13:16:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5733.90 total_reward_ma:4829.55 loss:0.8383 fps:1404 +frame:1.14e+06 wall_t:812 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.564 +2026-01-08 13:17:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5780.10 total_reward_ma:4854.71 loss:0.7374 fps:1402 +frame:1.15e+06 wall_t:820 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.427 +2026-01-08 13:17:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5777.80 total_reward_ma:4878.93 loss:0.8642 fps:1404 +frame:1.16e+06 wall_t:826 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.579 +2026-01-08 13:17:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5817.80 total_reward_ma:4902.80 loss:0.5599 fps:1405 +frame:1.17e+06 wall_t:833 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.571 +2026-01-08 13:17:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5735.50 total_reward_ma:4925.60 loss:0.5822 fps:1405 +frame:1.18e+06 wall_t:840 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.78 +2026-01-08 13:17:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5736.10 total_reward_ma:4948.59 loss:0.7917 fps:1405 +frame:1.19e+06 wall_t:847 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.789 +2026-01-08 13:17:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5702.10 total_reward_ma:4971.12 loss:1.1 fps:1405 +frame:1.20e+06 wall_t:854 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.571 +2026-01-08 13:17:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5783.70 total_reward_ma:4994.62 loss:1.314 fps:1404 +frame:1.21e+06 wall_t:862 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.847 +2026-01-08 13:17:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5798.00 total_reward_ma:5018.15 loss:0.7562 fps:1402 +frame:1.22e+06 wall_t:870 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.694 +2026-01-08 13:18:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5790.70 total_reward_ma:5041.99 loss:1.408 fps:1403 +frame:1.23e+06 wall_t:877 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.515 +2026-01-08 13:18:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5806.90 total_reward_ma:5066.28 loss:0.6786 fps:1401 +frame:1.24e+06 wall_t:885 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.475 +2026-01-08 13:18:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5849.40 total_reward_ma:5091.40 loss:0.8551 fps:1401 +frame:1.25e+06 wall_t:892 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.695 +2026-01-08 13:18:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5964.10 total_reward_ma:5118.08 loss:1.033 fps:1402 +frame:1.26e+06 wall_t:899 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.795 +2026-01-08 13:18:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5901.60 total_reward_ma:5144.67 loss:0.6774 fps:1402 +frame:1.27e+06 wall_t:906 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.764 +2026-01-08 13:18:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:5969.60 total_reward_ma:5171.86 loss:0.927 fps:1402 +frame:1.28e+06 wall_t:913 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.733 +2026-01-08 13:18:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6046.50 total_reward_ma:5200.30 loss:0.9236 fps:1404 +frame:1.29e+06 wall_t:919 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.709 +2026-01-08 13:18:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6006.10 total_reward_ma:5228.67 loss:1.467 fps:1404 +frame:1.30e+06 wall_t:926 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.596 +2026-01-08 13:19:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6028.50 total_reward_ma:5256.87 loss:0.5649 fps:1404 +frame:1.31e+06 wall_t:933 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.656 +2026-01-08 13:19:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6099.00 total_reward_ma:5285.71 loss:0.8243 fps:1404 +frame:1.32e+06 wall_t:940 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.667 +2026-01-08 13:19:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6213.70 total_reward_ma:5314.93 loss:0.6871 fps:1404 +frame:1.33e+06 wall_t:947 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.541 +2026-01-08 13:19:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6248.90 total_reward_ma:5343.54 loss:0.63 fps:1405 +frame:1.34e+06 wall_t:954 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.848 +2026-01-08 13:19:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6216.90 total_reward_ma:5372.06 loss:1.616 fps:1405 +frame:1.35e+06 wall_t:961 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.904 +2026-01-08 13:19:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6182.40 total_reward_ma:5399.39 loss:1.098 fps:1406 +frame:1.36e+06 wall_t:967 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.908 +2026-01-08 13:19:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6134.40 total_reward_ma:5425.44 loss:0.9273 fps:1407 +frame:1.37e+06 wall_t:974 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.482 +2026-01-08 13:19:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6165.20 total_reward_ma:5450.15 loss:0.5601 fps:1407 +frame:1.38e+06 wall_t:981 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.638 +2026-01-08 13:19:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6177.30 total_reward_ma:5473.88 loss:0.7482 fps:1407 +frame:1.39e+06 wall_t:988 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.504 +2026-01-08 13:20:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6189.50 total_reward_ma:5496.79 loss:1.238 fps:1407 +frame:1.40e+06 wall_t:995 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.697 +2026-01-08 13:20:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6202.00 total_reward_ma:5519.29 loss:0.6518 fps:1407 +frame:1.41e+06 wall_t:1002 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.535 +2026-01-08 13:20:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6145.60 total_reward_ma:5541.37 loss:1.017 fps:1406 +frame:1.42e+06 wall_t:1010 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.721 +2026-01-08 13:20:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6127.30 total_reward_ma:5563.41 loss:0.7408 fps:1406 +frame:1.43e+06 wall_t:1017 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.772 +2026-01-08 13:20:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6126.40 total_reward_ma:5584.91 loss:1.925 fps:1406 +frame:1.44e+06 wall_t:1024 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.616 +2026-01-08 13:20:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6086.60 total_reward_ma:5606.83 loss:1.27 fps:1406 +frame:1.45e+06 wall_t:1031 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.591 +2026-01-08 13:20:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6114.80 total_reward_ma:5628.77 loss:0.8637 fps:1408 +frame:1.46e+06 wall_t:1037 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.269 +2026-01-08 13:20:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6144.50 total_reward_ma:5650.22 loss:0.6731 fps:1408 +frame:1.47e+06 wall_t:1044 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.443 +2026-01-08 13:20:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6168.80 total_reward_ma:5671.96 loss:0.7844 fps:1408 +frame:1.48e+06 wall_t:1051 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.442 +2026-01-08 13:21:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6270.50 total_reward_ma:5694.06 loss:0.7895 fps:1410 +frame:1.49e+06 wall_t:1057 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.614 +2026-01-08 13:21:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6430.40 total_reward_ma:5717.25 loss:0.5795 fps:1410 +frame:1.50e+06 wall_t:1064 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.511 +2026-01-08 13:21:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6473.60 total_reward_ma:5740.50 loss:1.431 fps:1410 +frame:1.51e+06 wall_t:1071 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.628 +2026-01-08 13:21:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6520.00 total_reward_ma:5763.03 loss:1.268 fps:1410 +frame:1.52e+06 wall_t:1078 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.671 +2026-01-08 13:21:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6471.70 total_reward_ma:5784.26 loss:0.7507 fps:1409 +frame:1.53e+06 wall_t:1086 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.73 +2026-01-08 13:21:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6493.10 total_reward_ma:5803.95 loss:1.099 fps:1408 +frame:1.54e+06 wall_t:1094 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.989 +2026-01-08 13:21:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6467.30 total_reward_ma:5822.81 loss:1.942 fps:1408 +frame:1.55e+06 wall_t:1101 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.689 +2026-01-08 13:21:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6557.80 total_reward_ma:5840.42 loss:0.7393 fps:1407 +frame:1.56e+06 wall_t:1109 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.678 +2026-01-08 13:22:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6601.50 total_reward_ma:5857.84 loss:2.078 fps:1406 +frame:1.57e+06 wall_t:1117 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.546 +2026-01-08 13:22:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6672.70 total_reward_ma:5874.42 loss:1.31 fps:1406 +frame:1.58e+06 wall_t:1124 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.802 +2026-01-08 13:22:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6708.60 total_reward_ma:5890.00 loss:0.7111 fps:1405 +frame:1.59e+06 wall_t:1132 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.562 +2026-01-08 13:22:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6659.20 total_reward_ma:5904.58 loss:1.371 fps:1404 +frame:1.60e+06 wall_t:1140 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.835 +2026-01-08 13:22:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6610.10 total_reward_ma:5917.04 loss:1.477 fps:1404 +frame:1.61e+06 wall_t:1147 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.59 +2026-01-08 13:22:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6614.80 total_reward_ma:5929.26 loss:0.9958 fps:1405 +frame:1.62e+06 wall_t:1153 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.669 +2026-01-08 13:22:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6600.20 total_reward_ma:5940.24 loss:1.347 fps:1405 +frame:1.63e+06 wall_t:1160 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.353 +2026-01-08 13:22:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6558.60 total_reward_ma:5950.07 loss:0.9806 fps:1405 +frame:1.64e+06 wall_t:1167 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.599 +2026-01-08 13:23:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6581.70 total_reward_ma:5959.69 loss:1.239 fps:1405 +frame:1.65e+06 wall_t:1174 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.279 +2026-01-08 13:23:08 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6543.00 total_reward_ma:5968.77 loss:1.021 fps:1406 +frame:1.66e+06 wall_t:1181 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.593 +2026-01-08 13:23:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6661.10 total_reward_ma:5978.85 loss:0.9344 fps:1405 +frame:1.67e+06 wall_t:1189 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.644 +2026-01-08 13:23:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6666.60 total_reward_ma:5987.28 loss:1.467 fps:1405 +frame:1.68e+06 wall_t:1196 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.567 +2026-01-08 13:23:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6672.60 total_reward_ma:5996.13 loss:0.6835 fps:1405 +frame:1.69e+06 wall_t:1203 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.602 +2026-01-08 13:23:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6587.00 total_reward_ma:6003.88 loss:0.523 fps:1405 +frame:1.70e+06 wall_t:1210 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.708 +2026-01-08 13:23:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6606.00 total_reward_ma:6011.24 loss:1.048 fps:1406 +frame:1.71e+06 wall_t:1216 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.603 +2026-01-08 13:23:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6604.50 total_reward_ma:6018.86 loss:1.565 fps:1405 +frame:1.72e+06 wall_t:1224 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.646 +2026-01-08 13:23:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6643.30 total_reward_ma:6026.50 loss:0.8974 fps:1405 +frame:1.73e+06 wall_t:1231 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.584 +2026-01-08 13:24:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6661.10 total_reward_ma:6033.90 loss:1.242 fps:1405 +frame:1.74e+06 wall_t:1238 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.831 +2026-01-08 13:24:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6681.00 total_reward_ma:6041.36 loss:1.14 fps:1404 +frame:1.75e+06 wall_t:1246 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.58 +2026-01-08 13:24:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6608.30 total_reward_ma:6048.13 loss:1.147 fps:1405 +frame:1.76e+06 wall_t:1253 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.651 +2026-01-08 13:24:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6614.00 total_reward_ma:6055.57 loss:1.131 fps:1405 +frame:1.77e+06 wall_t:1260 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.411 +2026-01-08 13:24:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6620.60 total_reward_ma:6063.19 loss:0.7879 fps:1405 +frame:1.78e+06 wall_t:1267 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.488 +2026-01-08 13:24:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6635.80 total_reward_ma:6071.15 loss:0.8813 fps:1405 +frame:1.79e+06 wall_t:1274 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.368 +2026-01-08 13:24:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6672.80 total_reward_ma:6078.82 loss:1.247 fps:1406 +frame:1.80e+06 wall_t:1280 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.64 +2026-01-08 13:24:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6651.80 total_reward_ma:6086.46 loss:1.443 fps:1405 +frame:1.81e+06 wall_t:1288 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.541 +2026-01-08 13:25:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6669.40 total_reward_ma:6094.22 loss:0.6242 fps:1405 +frame:1.82e+06 wall_t:1295 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.237 +2026-01-08 13:25:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6705.60 total_reward_ma:6101.67 loss:0.582 fps:1406 +frame:1.83e+06 wall_t:1302 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.445 +2026-01-08 13:25:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6767.10 total_reward_ma:6110.40 loss:1.217 fps:1407 +frame:1.84e+06 wall_t:1308 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.597 +2026-01-08 13:25:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6729.30 total_reward_ma:6119.44 loss:1.166 fps:1407 +frame:1.85e+06 wall_t:1315 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.66 +2026-01-08 13:25:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6645.00 total_reward_ma:6127.58 loss:0.9257 fps:1406 +frame:1.86e+06 wall_t:1323 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.43 +2026-01-08 13:25:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6598.50 total_reward_ma:6136.31 loss:1.073 fps:1407 +frame:1.87e+06 wall_t:1329 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.606 +2026-01-08 13:25:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6611.30 total_reward_ma:6145.98 loss:0.8295 fps:1407 +frame:1.88e+06 wall_t:1336 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.512 +2026-01-08 13:25:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6599.50 total_reward_ma:6155.46 loss:2.074 fps:1407 +frame:1.89e+06 wall_t:1343 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.598 +2026-01-08 13:25:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6648.70 total_reward_ma:6165.20 loss:0.8836 fps:1407 +frame:1.90e+06 wall_t:1350 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.733 +2026-01-08 13:26:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6671.00 total_reward_ma:6175.86 loss:2.135 fps:1405 +frame:1.91e+06 wall_t:1359 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.409 +2026-01-08 13:26:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6602.80 total_reward_ma:6185.94 loss:0.5956 fps:1405 +frame:1.92e+06 wall_t:1367 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.585 +2026-01-08 13:26:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6545.90 total_reward_ma:6195.42 loss:1.139 fps:1405 +frame:1.93e+06 wall_t:1374 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.435 +2026-01-08 13:26:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6523.10 total_reward_ma:6204.63 loss:0.8704 fps:1405 +frame:1.94e+06 wall_t:1381 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.678 +2026-01-08 13:26:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6468.00 total_reward_ma:6213.57 loss:1.489 fps:1404 +frame:1.95e+06 wall_t:1389 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.719 +2026-01-08 13:26:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6432.10 total_reward_ma:6222.27 loss:0.3694 fps:1404 +frame:1.96e+06 wall_t:1396 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.745 +2026-01-08 13:26:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6429.70 total_reward_ma:6231.47 loss:0.5985 fps:1403 +frame:1.97e+06 wall_t:1404 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.747 +2026-01-08 13:26:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6370.30 total_reward_ma:6239.65 loss:1.19 fps:1403 +frame:1.98e+06 wall_t:1411 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.63 +2026-01-08 13:27:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6416.10 total_reward_ma:6248.54 loss:1.31 fps:1402 +frame:1.99e+06 wall_t:1419 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.6 +2026-01-08 13:27:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6425.30 total_reward_ma:6256.96 loss:1.036 fps:1403 +frame:2.00e+06 wall_t:1426 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.537 +2026-01-08 13:27:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6430.40 total_reward_ma:6265.65 loss:1.182 fps:1404 +frame:2.01e+06 wall_t:1432 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.654 +2026-01-08 13:27:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6404.30 total_reward_ma:6273.22 loss:0.7671 fps:1404 +frame:2.02e+06 wall_t:1439 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.669 +2026-01-08 13:27:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6434.00 total_reward_ma:6280.97 loss:0.5575 fps:1404 +frame:2.03e+06 wall_t:1446 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.745 +2026-01-08 13:27:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6467.30 total_reward_ma:6289.54 loss:0.5696 fps:1404 +frame:2.04e+06 wall_t:1453 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.701 +2026-01-08 13:27:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6457.60 total_reward_ma:6296.79 loss:1.339 fps:1405 +frame:2.05e+06 wall_t:1459 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.707 +2026-01-08 13:27:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6490.50 total_reward_ma:6305.03 loss:0.9695 fps:1405 +frame:2.06e+06 wall_t:1466 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.796 +2026-01-08 13:28:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6484.50 total_reward_ma:6313.61 loss:0.7083 fps:1405 +frame:2.07e+06 wall_t:1473 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.618 +2026-01-08 13:28:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6443.80 total_reward_ma:6321.72 loss:1.27 fps:1405 +frame:2.08e+06 wall_t:1480 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.704 +2026-01-08 13:28:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6426.50 total_reward_ma:6329.61 loss:1.154 fps:1406 +frame:2.09e+06 wall_t:1487 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.602 +2026-01-08 13:28:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6454.50 total_reward_ma:6337.39 loss:0.8188 fps:1406 +frame:2.10e+06 wall_t:1494 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.48 +2026-01-08 13:28:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6424.00 total_reward_ma:6344.76 loss:0.5241 fps:1405 +frame:2.11e+06 wall_t:1502 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.631 +2026-01-08 13:28:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6402.90 total_reward_ma:6352.25 loss:0.7638 fps:1405 +frame:2.12e+06 wall_t:1509 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.617 +2026-01-08 13:28:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6473.20 total_reward_ma:6360.45 loss:0.5577 fps:1404 +frame:2.13e+06 wall_t:1517 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.811 +2026-01-08 13:28:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6484.70 total_reward_ma:6367.96 loss:0.9515 fps:1405 +frame:2.14e+06 wall_t:1523 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.607 +2026-01-08 13:28:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6509.70 total_reward_ma:6375.26 loss:0.7468 fps:1405 +frame:2.15e+06 wall_t:1530 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.405 +2026-01-08 13:29:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6527.00 total_reward_ma:6382.75 loss:0.7876 fps:1405 +frame:2.16e+06 wall_t:1537 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.622 +2026-01-08 13:29:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6560.80 total_reward_ma:6390.18 loss:1.509 fps:1406 +frame:2.17e+06 wall_t:1543 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.552 +2026-01-08 13:29:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6516.90 total_reward_ma:6397.99 loss:0.7256 fps:1406 +frame:2.18e+06 wall_t:1550 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.52 +2026-01-08 13:29:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6468.80 total_reward_ma:6405.32 loss:1.353 fps:1407 +frame:2.19e+06 wall_t:1557 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.523 +2026-01-08 13:29:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6512.70 total_reward_ma:6413.42 loss:1.596 fps:1407 +frame:2.20e+06 wall_t:1564 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.598 +2026-01-08 13:29:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6512.90 total_reward_ma:6420.72 loss:0.6698 fps:1407 +frame:2.21e+06 wall_t:1571 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.497 +2026-01-08 13:29:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6510.20 total_reward_ma:6427.84 loss:0.6606 fps:1408 +frame:2.22e+06 wall_t:1577 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.455 +2026-01-08 13:29:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6597.40 total_reward_ma:6435.91 loss:0.7428 fps:1408 +frame:2.23e+06 wall_t:1584 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.519 +2026-01-08 13:29:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6628.10 total_reward_ma:6444.12 loss:0.7767 fps:1408 +frame:2.24e+06 wall_t:1591 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.496 +2026-01-08 13:30:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6687.90 total_reward_ma:6452.50 loss:0.6358 fps:1408 +frame:2.25e+06 wall_t:1598 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.809 +2026-01-08 13:30:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6679.60 total_reward_ma:6459.66 loss:0.7206 fps:1408 +frame:2.26e+06 wall_t:1605 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.408 +2026-01-08 13:30:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6670.00 total_reward_ma:6467.34 loss:1.046 fps:1409 +frame:2.27e+06 wall_t:1611 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.526 +2026-01-08 13:30:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6625.60 total_reward_ma:6473.90 loss:0.8308 fps:1409 +frame:2.28e+06 wall_t:1618 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.454 +2026-01-08 13:30:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6563.00 total_reward_ma:6479.07 loss:1.379 fps:1408 +frame:2.29e+06 wall_t:1626 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.402 +2026-01-08 13:30:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6488.20 total_reward_ma:6483.89 loss:0.4241 fps:1408 +frame:2.30e+06 wall_t:1633 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.625 +2026-01-08 13:30:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6472.00 total_reward_ma:6488.32 loss:1.924 fps:1409 +frame:2.31e+06 wall_t:1639 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.524 +2026-01-08 13:30:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6514.60 total_reward_ma:6492.48 loss:1.47 fps:1409 +frame:2.32e+06 wall_t:1646 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.873 +2026-01-08 13:31:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6557.80 total_reward_ma:6495.92 loss:1.503 fps:1410 +frame:2.33e+06 wall_t:1653 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.434 +2026-01-08 13:31:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6570.80 total_reward_ma:6499.14 loss:0.8693 fps:1410 +frame:2.34e+06 wall_t:1660 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.649 +2026-01-08 13:31:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6540.30 total_reward_ma:6502.37 loss:1.613 fps:1410 +frame:2.35e+06 wall_t:1667 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.752 +2026-01-08 13:31:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6528.40 total_reward_ma:6505.83 loss:0.9337 fps:1410 +frame:2.36e+06 wall_t:1674 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.635 +2026-01-08 13:31:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6569.00 total_reward_ma:6510.18 loss:0.5774 fps:1410 +frame:2.37e+06 wall_t:1681 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.428 +2026-01-08 13:31:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6531.30 total_reward_ma:6513.84 loss:0.541 fps:1410 +frame:2.38e+06 wall_t:1688 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.333 +2026-01-08 13:31:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6554.50 total_reward_ma:6517.61 loss:0.5963 fps:1410 +frame:2.39e+06 wall_t:1695 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.64 +2026-01-08 13:31:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6566.40 total_reward_ma:6521.38 loss:0.5676 fps:1410 +frame:2.40e+06 wall_t:1702 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.617 +2026-01-08 13:31:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6622.90 total_reward_ma:6525.59 loss:0.9024 fps:1409 +frame:2.41e+06 wall_t:1710 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.522 +2026-01-08 13:32:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6662.20 total_reward_ma:6530.75 loss:0.6348 fps:1409 +frame:2.42e+06 wall_t:1717 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.641 +2026-01-08 13:32:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6682.40 total_reward_ma:6536.31 loss:0.8306 fps:1410 +frame:2.43e+06 wall_t:1724 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.699 +2026-01-08 13:32:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6755.00 total_reward_ma:6542.59 loss:0.4489 fps:1410 +frame:2.44e+06 wall_t:1731 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.686 +2026-01-08 13:32:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6831.10 total_reward_ma:6550.04 loss:1.639 fps:1409 +frame:2.45e+06 wall_t:1739 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.529 +2026-01-08 13:32:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6856.20 total_reward_ma:6557.45 loss:0.5246 fps:1409 +frame:2.46e+06 wall_t:1746 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.445 +2026-01-08 13:32:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6853.90 total_reward_ma:6564.55 loss:0.6838 fps:1409 +frame:2.47e+06 wall_t:1753 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.684 +2026-01-08 13:32:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6824.40 total_reward_ma:6571.10 loss:1.45 fps:1409 +frame:2.48e+06 wall_t:1760 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.526 +2026-01-08 13:32:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6848.80 total_reward_ma:6576.88 loss:0.7899 fps:1408 +frame:2.49e+06 wall_t:1768 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.582 +2026-01-08 13:33:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6834.50 total_reward_ma:6580.93 loss:1.149 fps:1408 +frame:2.50e+06 wall_t:1776 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.29 +2026-01-08 13:33:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6896.00 total_reward_ma:6585.15 loss:1.292 fps:1407 +frame:2.51e+06 wall_t:1784 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.456 +2026-01-08 13:33:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6879.80 total_reward_ma:6588.75 loss:1.248 fps:1407 +frame:2.52e+06 wall_t:1791 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.401 +2026-01-08 13:33:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6882.00 total_reward_ma:6592.85 loss:0.8432 fps:1406 +frame:2.53e+06 wall_t:1799 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.777 +2026-01-08 13:33:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6864.00 total_reward_ma:6596.56 loss:0.9014 fps:1406 +frame:2.54e+06 wall_t:1807 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.536 +2026-01-08 13:33:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6818.70 total_reward_ma:6600.07 loss:0.5572 fps:1406 +frame:2.55e+06 wall_t:1814 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.807 +2026-01-08 13:33:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6794.60 total_reward_ma:6602.44 loss:0.5985 fps:1406 +frame:2.56e+06 wall_t:1821 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.857 +2026-01-08 13:33:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6795.00 total_reward_ma:6604.38 loss:0.9156 fps:1405 +frame:2.57e+06 wall_t:1829 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.739 +2026-01-08 13:34:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6846.50 total_reward_ma:6606.12 loss:0.9287 fps:1405 +frame:2.58e+06 wall_t:1836 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.561 +2026-01-08 13:34:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6791.10 total_reward_ma:6606.94 loss:0.6282 fps:1405 +frame:2.59e+06 wall_t:1843 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.64 +2026-01-08 13:34:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6840.40 total_reward_ma:6608.75 loss:0.5401 fps:1405 +frame:2.60e+06 wall_t:1850 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.639 +2026-01-08 13:34:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6822.70 total_reward_ma:6610.88 loss:0.8495 fps:1405 +frame:2.61e+06 wall_t:1857 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.791 +2026-01-08 13:34:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6797.20 total_reward_ma:6612.70 loss:0.9511 fps:1406 +frame:2.62e+06 wall_t:1864 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.601 +2026-01-08 13:34:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6832.30 total_reward_ma:6615.02 loss:0.744 fps:1406 +frame:2.63e+06 wall_t:1870 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.794 +2026-01-08 13:34:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6864.90 total_reward_ma:6618.09 loss:1.388 fps:1406 +frame:2.64e+06 wall_t:1878 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.676 +2026-01-08 13:34:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6863.30 total_reward_ma:6620.90 loss:0.5152 fps:1407 +frame:2.65e+06 wall_t:1884 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.734 +2026-01-08 13:34:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6874.10 total_reward_ma:6624.21 loss:0.8581 fps:1407 +frame:2.66e+06 wall_t:1891 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.785 +2026-01-08 13:35:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6856.40 total_reward_ma:6626.17 loss:0.7994 fps:1407 +frame:2.67e+06 wall_t:1898 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.518 +2026-01-08 13:35:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6874.80 total_reward_ma:6628.25 loss:0.4705 fps:1408 +frame:2.68e+06 wall_t:1904 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.733 +2026-01-08 13:35:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6891.50 total_reward_ma:6630.44 loss:1.413 fps:1408 +frame:2.69e+06 wall_t:1911 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.627 +2026-01-08 13:35:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6870.10 total_reward_ma:6633.27 loss:0.3977 fps:1408 +frame:2.70e+06 wall_t:1917 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.895 +2026-01-08 13:35:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6892.90 total_reward_ma:6636.14 loss:1.14 fps:1409 +frame:2.71e+06 wall_t:1924 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.714 +2026-01-08 13:35:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6782.10 total_reward_ma:6637.91 loss:0.4077 fps:1409 +frame:2.72e+06 wall_t:1931 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:2.095 +2026-01-08 13:35:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6813.50 total_reward_ma:6639.62 loss:0.931 fps:1409 +frame:2.73e+06 wall_t:1938 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.633 +2026-01-08 13:35:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6771.40 total_reward_ma:6640.72 loss:0.803 fps:1409 +frame:2.74e+06 wall_t:1944 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.892 +2026-01-08 13:35:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6771.10 total_reward_ma:6641.62 loss:0.9632 fps:1410 +frame:2.75e+06 wall_t:1951 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.515 +2026-01-08 13:36:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6781.10 total_reward_ma:6643.35 loss:0.8766 fps:1410 +frame:2.76e+06 wall_t:1958 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.611 +2026-01-08 13:36:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6801.70 total_reward_ma:6645.22 loss:1.645 fps:1410 +frame:2.77e+06 wall_t:1965 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.678 +2026-01-08 13:36:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6800.60 total_reward_ma:6647.02 loss:0.8698 fps:1410 +frame:2.78e+06 wall_t:1972 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.547 +2026-01-08 13:36:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6791.20 total_reward_ma:6648.58 loss:0.8475 fps:1410 +frame:2.79e+06 wall_t:1979 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.641 +2026-01-08 13:36:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6785.30 total_reward_ma:6649.70 loss:1.795 fps:1409 +frame:2.80e+06 wall_t:1987 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.717 +2026-01-08 13:36:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6829.70 total_reward_ma:6651.48 loss:0.8522 fps:1409 +frame:2.81e+06 wall_t:1994 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.562 +2026-01-08 13:36:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6846.30 total_reward_ma:6653.25 loss:0.8971 fps:1409 +frame:2.82e+06 wall_t:2001 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.639 +2026-01-08 13:36:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6850.30 total_reward_ma:6654.70 loss:0.6401 fps:1410 +frame:2.83e+06 wall_t:2007 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.611 +2026-01-08 13:37:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6861.70 total_reward_ma:6655.64 loss:0.6095 fps:1409 +frame:2.84e+06 wall_t:2015 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.682 +2026-01-08 13:37:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6956.30 total_reward_ma:6657.91 loss:0.5153 fps:1409 +frame:2.85e+06 wall_t:2023 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.743 +2026-01-08 13:37:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6971.20 total_reward_ma:6661.18 loss:1.002 fps:1408 +frame:2.86e+06 wall_t:2031 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.681 +2026-01-08 13:37:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6947.30 total_reward_ma:6664.66 loss:1.257 fps:1408 +frame:2.87e+06 wall_t:2038 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.753 +2026-01-08 13:37:32 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6990.90 total_reward_ma:6668.46 loss:1.489 fps:1408 +frame:2.88e+06 wall_t:2045 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.541 +2026-01-08 13:37:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6954.00 total_reward_ma:6672.00 loss:0.7458 fps:1408 +frame:2.89e+06 wall_t:2052 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.705 +2026-01-08 13:37:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6889.10 total_reward_ma:6674.41 loss:0.6778 fps:1408 +frame:2.90e+06 wall_t:2059 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.637 +2026-01-08 13:37:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6810.10 total_reward_ma:6675.80 loss:2.501 fps:1409 +frame:2.91e+06 wall_t:2066 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.805 +2026-01-08 13:38:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6781.50 total_reward_ma:6677.59 loss:1.205 fps:1409 +frame:2.92e+06 wall_t:2073 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.763 +2026-01-08 13:38:08 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6693.80 total_reward_ma:6679.07 loss:0.535 fps:1408 +frame:2.93e+06 wall_t:2081 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.569 +2026-01-08 13:38:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6694.60 total_reward_ma:6680.78 loss:0.7732 fps:1408 +frame:2.94e+06 wall_t:2088 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.878 +2026-01-08 13:38:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6618.70 total_reward_ma:6682.29 loss:0.6756 fps:1407 +frame:2.95e+06 wall_t:2096 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.887 +2026-01-08 13:38:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6557.70 total_reward_ma:6683.54 loss:0.6437 fps:1408 +frame:2.96e+06 wall_t:2103 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.923 +2026-01-08 13:38:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6536.00 total_reward_ma:6684.61 loss:2.11 fps:1408 +frame:2.97e+06 wall_t:2109 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.86 +2026-01-08 13:38:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6537.70 total_reward_ma:6686.28 loss:1.573 fps:1408 +frame:2.98e+06 wall_t:2116 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.759 +2026-01-08 13:38:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6521.90 total_reward_ma:6687.34 loss:0.5157 fps:1408 +frame:2.99e+06 wall_t:2123 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.748 +2026-01-08 13:38:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6537.90 total_reward_ma:6688.46 loss:0.7132 fps:1408 +frame:3.00e+06 wall_t:2130 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.419 +2026-01-08 13:39:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6548.10 total_reward_ma:6689.64 loss:0.4603 fps:1409 +frame:3.01e+06 wall_t:2137 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.769 +2026-01-08 13:39:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6531.70 total_reward_ma:6690.92 loss:1.056 fps:1409 +frame:3.02e+06 wall_t:2144 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.497 +2026-01-08 13:39:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6560.30 total_reward_ma:6692.18 loss:0.6515 fps:1409 +frame:3.03e+06 wall_t:2151 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.835 +2026-01-08 13:39:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6588.70 total_reward_ma:6693.39 loss:2.246 fps:1408 +frame:3.04e+06 wall_t:2159 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.676 +2026-01-08 13:39:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6583.40 total_reward_ma:6694.65 loss:1.211 fps:1408 +frame:3.05e+06 wall_t:2166 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.911 +2026-01-08 13:39:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6614.40 total_reward_ma:6695.89 loss:1.226 fps:1408 +frame:3.06e+06 wall_t:2173 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.623 +2026-01-08 13:39:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6660.30 total_reward_ma:6697.65 loss:0.7374 fps:1408 +frame:3.07e+06 wall_t:2180 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.881 +2026-01-08 13:39:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6697.80 total_reward_ma:6700.19 loss:1.11 fps:1409 +frame:3.08e+06 wall_t:2186 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:2.053 +2026-01-08 13:40:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6697.90 total_reward_ma:6702.90 loss:0.5923 fps:1409 +frame:3.09e+06 wall_t:2193 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.569 +2026-01-08 13:40:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6728.80 total_reward_ma:6705.65 loss:0.6154 fps:1409 +frame:3.10e+06 wall_t:2200 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.733 +2026-01-08 13:40:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6683.20 total_reward_ma:6708.24 loss:0.6977 fps:1409 +frame:3.11e+06 wall_t:2208 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.645 +2026-01-08 13:40:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6648.50 total_reward_ma:6710.69 loss:0.6212 fps:1409 +frame:3.12e+06 wall_t:2215 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.75 +2026-01-08 13:40:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6669.00 total_reward_ma:6712.65 loss:1.139 fps:1409 +frame:3.13e+06 wall_t:2222 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.595 +2026-01-08 13:40:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6659.00 total_reward_ma:6714.39 loss:0.6512 fps:1409 +frame:3.14e+06 wall_t:2229 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.771 +2026-01-08 13:40:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6664.30 total_reward_ma:6715.94 loss:0.422 fps:1409 +frame:3.15e+06 wall_t:2236 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.723 +2026-01-08 13:40:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6652.50 total_reward_ma:6717.19 loss:0.9455 fps:1409 +frame:3.16e+06 wall_t:2243 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.663 +2026-01-08 13:40:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6664.00 total_reward_ma:6718.23 loss:0.8347 fps:1408 +frame:3.17e+06 wall_t:2251 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.622 +2026-01-08 13:41:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6714.80 total_reward_ma:6720.21 loss:1.214 fps:1408 +frame:3.18e+06 wall_t:2258 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.658 +2026-01-08 13:41:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6724.10 total_reward_ma:6722.76 loss:0.9383 fps:1408 +frame:3.19e+06 wall_t:2265 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.705 +2026-01-08 13:41:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6750.60 total_reward_ma:6725.14 loss:1.467 fps:1408 +frame:3.20e+06 wall_t:2273 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.715 +2026-01-08 13:41:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6770.20 total_reward_ma:6727.71 loss:0.7209 fps:1409 +frame:3.21e+06 wall_t:2279 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.778 +2026-01-08 13:41:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6733.50 total_reward_ma:6729.94 loss:1.054 fps:1409 +frame:3.22e+06 wall_t:2286 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.757 +2026-01-08 13:41:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6840.40 total_reward_ma:6732.37 loss:0.9339 fps:1408 +frame:3.23e+06 wall_t:2294 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.732 +2026-01-08 13:41:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6779.80 total_reward_ma:6733.89 loss:0.7155 fps:1407 +frame:3.24e+06 wall_t:2302 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.819 +2026-01-08 13:41:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6777.30 total_reward_ma:6734.79 loss:1.42 fps:1408 +frame:3.25e+06 wall_t:2309 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.87 +2026-01-08 13:42:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6788.90 total_reward_ma:6735.88 loss:1.879 fps:1406 +frame:3.26e+06 wall_t:2318 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.782 +2026-01-08 13:42:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6798.90 total_reward_ma:6737.17 loss:0.4996 fps:1406 +frame:3.27e+06 wall_t:2325 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.6 +2026-01-08 13:42:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6804.40 total_reward_ma:6738.95 loss:2.76 fps:1406 +frame:3.28e+06 wall_t:2333 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:2.087 +2026-01-08 13:42:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6827.10 total_reward_ma:6741.60 loss:2.232 fps:1406 +frame:3.29e+06 wall_t:2340 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.83 +2026-01-08 13:42:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6762.40 total_reward_ma:6744.34 loss:1.85 fps:1405 +frame:3.30e+06 wall_t:2348 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.882 +2026-01-08 13:42:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6877.80 total_reward_ma:6748.40 loss:0.8491 fps:1406 +frame:3.31e+06 wall_t:2355 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.896 +2026-01-08 13:42:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6911.50 total_reward_ma:6752.37 loss:1.226 fps:1406 +frame:3.32e+06 wall_t:2362 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.668 +2026-01-08 13:42:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6965.40 total_reward_ma:6756.44 loss:1.234 fps:1406 +frame:3.33e+06 wall_t:2369 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.794 +2026-01-08 13:43:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6940.80 total_reward_ma:6760.14 loss:1.054 fps:1406 +frame:3.34e+06 wall_t:2376 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.538 +2026-01-08 13:43:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6961.60 total_reward_ma:6764.35 loss:0.7546 fps:1406 +frame:3.35e+06 wall_t:2383 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.753 +2026-01-08 13:43:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6963.60 total_reward_ma:6768.71 loss:0.6225 fps:1406 +frame:3.36e+06 wall_t:2390 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.774 +2026-01-08 13:43:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6957.40 total_reward_ma:6772.59 loss:0.5462 fps:1406 +frame:3.37e+06 wall_t:2397 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.7 +2026-01-08 13:43:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7014.80 total_reward_ma:6777.42 loss:0.8986 fps:1406 +frame:3.38e+06 wall_t:2404 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.589 +2026-01-08 13:43:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7077.30 total_reward_ma:6782.65 loss:1.008 fps:1406 +frame:3.39e+06 wall_t:2411 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.65 +2026-01-08 13:43:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7122.00 total_reward_ma:6788.21 loss:0.8537 fps:1406 +frame:3.40e+06 wall_t:2418 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.756 +2026-01-08 13:43:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7102.80 total_reward_ma:6793.01 loss:1.871 fps:1406 +frame:3.41e+06 wall_t:2425 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.457 +2026-01-08 13:43:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7084.70 total_reward_ma:6797.23 loss:0.683 fps:1407 +frame:3.42e+06 wall_t:2431 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.916 +2026-01-08 13:44:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7172.50 total_reward_ma:6802.13 loss:0.3312 fps:1407 +frame:3.43e+06 wall_t:2438 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.534 +2026-01-08 13:44:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7119.70 total_reward_ma:6805.78 loss:1.509 fps:1408 +frame:3.44e+06 wall_t:2444 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.887 +2026-01-08 13:44:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7086.60 total_reward_ma:6808.34 loss:0.9199 fps:1408 +frame:3.45e+06 wall_t:2451 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.732 +2026-01-08 13:44:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6955.40 total_reward_ma:6809.33 loss:0.6346 fps:1408 +frame:3.46e+06 wall_t:2458 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.668 +2026-01-08 13:44:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6962.30 total_reward_ma:6810.41 loss:0.8044 fps:1407 +frame:3.47e+06 wall_t:2466 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.401 +2026-01-08 13:44:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6983.70 total_reward_ma:6812.00 loss:0.5926 fps:1407 +frame:3.48e+06 wall_t:2473 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.447 +2026-01-08 13:44:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7010.00 total_reward_ma:6813.62 loss:0.3502 fps:1407 +frame:3.49e+06 wall_t:2480 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.354 +2026-01-08 13:44:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6991.10 total_reward_ma:6815.18 loss:0.6357 fps:1407 +frame:3.50e+06 wall_t:2487 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.766 +2026-01-08 13:45:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6985.00 total_reward_ma:6816.07 loss:0.4181 fps:1407 +frame:3.51e+06 wall_t:2494 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.671 +2026-01-08 13:45:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6883.70 total_reward_ma:6816.11 loss:0.4275 fps:1407 +frame:3.52e+06 wall_t:2502 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.512 +2026-01-08 13:45:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6917.60 total_reward_ma:6816.47 loss:1.051 fps:1407 +frame:3.53e+06 wall_t:2509 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.65 +2026-01-08 13:45:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6902.70 total_reward_ma:6816.85 loss:1.59 fps:1407 +frame:3.54e+06 wall_t:2516 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.666 +2026-01-08 13:45:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6970.30 total_reward_ma:6818.37 loss:0.4557 fps:1407 +frame:3.55e+06 wall_t:2523 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.456 +2026-01-08 13:45:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6994.80 total_reward_ma:6820.37 loss:1.91 fps:1408 +frame:3.56e+06 wall_t:2529 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.276 +2026-01-08 13:45:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6984.90 total_reward_ma:6822.27 loss:0.7673 fps:1408 +frame:3.57e+06 wall_t:2535 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.643 +2026-01-08 13:45:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7069.90 total_reward_ma:6824.51 loss:1.154 fps:1408 +frame:3.58e+06 wall_t:2542 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.446 +2026-01-08 13:45:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7159.20 total_reward_ma:6828.19 loss:0.6266 fps:1410 +frame:3.59e+06 wall_t:2547 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.648 +2026-01-08 13:46:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7107.10 total_reward_ma:6830.85 loss:1.517 fps:1410 +frame:3.60e+06 wall_t:2553 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.635 +2026-01-08 13:46:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6983.70 total_reward_ma:6832.46 loss:1.5 fps:1410 +frame:3.61e+06 wall_t:2560 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.704 +2026-01-08 13:46:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6883.70 total_reward_ma:6833.33 loss:1.076 fps:1411 +frame:3.62e+06 wall_t:2566 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.904 +2026-01-08 13:46:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6842.20 total_reward_ma:6833.43 loss:1.168 fps:1412 +frame:3.63e+06 wall_t:2571 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.58 +2026-01-08 13:46:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6902.90 total_reward_ma:6833.81 loss:0.6195 fps:1412 +frame:3.64e+06 wall_t:2577 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.821 +2026-01-08 13:46:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6865.30 total_reward_ma:6833.83 loss:1.114 fps:1413 +frame:3.65e+06 wall_t:2583 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.49 +2026-01-08 13:46:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6827.00 total_reward_ma:6833.36 loss:0.858 fps:1414 +frame:3.66e+06 wall_t:2588 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.747 +2026-01-08 13:46:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6827.90 total_reward_ma:6833.07 loss:1.523 fps:1415 +frame:3.67e+06 wall_t:2594 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.557 +2026-01-08 13:46:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6857.30 total_reward_ma:6832.90 loss:0.8655 fps:1416 +frame:3.68e+06 wall_t:2599 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.993 +2026-01-08 13:46:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6883.10 total_reward_ma:6832.81 loss:1.353 fps:1417 +frame:3.69e+06 wall_t:2605 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.548 +2026-01-08 13:46:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6755.00 total_reward_ma:6831.66 loss:1.161 fps:1417 +frame:3.70e+06 wall_t:2612 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.616 +2026-01-08 13:47:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6778.40 total_reward_ma:6830.52 loss:0.5857 fps:1417 +frame:3.71e+06 wall_t:2618 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.501 +2026-01-08 13:47:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6765.40 total_reward_ma:6830.35 loss:0.9867 fps:1418 +frame:3.72e+06 wall_t:2624 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.738 +2026-01-08 13:47:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6696.30 total_reward_ma:6829.18 loss:0.9504 fps:1418 +frame:3.73e+06 wall_t:2630 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.763 +2026-01-08 13:47:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6716.00 total_reward_ma:6828.62 loss:2.145 fps:1419 +frame:3.74e+06 wall_t:2636 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.405 +2026-01-08 13:47:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6898.60 total_reward_ma:6829.90 loss:0.5826 fps:1419 +frame:3.75e+06 wall_t:2642 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.989 +2026-01-08 13:47:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6875.30 total_reward_ma:6830.84 loss:1.11 fps:1420 +frame:3.76e+06 wall_t:2648 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.403 +2026-01-08 13:47:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6899.40 total_reward_ma:6831.82 loss:0.8333 fps:1420 +frame:3.77e+06 wall_t:2654 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.588 +2026-01-08 13:47:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6903.50 total_reward_ma:6832.85 loss:0.6063 fps:1421 +frame:3.78e+06 wall_t:2660 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.566 +2026-01-08 13:47:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6893.90 total_reward_ma:6833.87 loss:0.5428 fps:1421 +frame:3.79e+06 wall_t:2667 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.463 +2026-01-08 13:48:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6971.60 total_reward_ma:6835.74 loss:1.012 fps:1422 +frame:3.80e+06 wall_t:2673 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.6 +2026-01-08 13:48:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6970.90 total_reward_ma:6837.15 loss:0.5342 fps:1422 +frame:3.81e+06 wall_t:2679 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.598 +2026-01-08 13:48:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6822.80 total_reward_ma:6836.91 loss:1.081 fps:1423 +frame:3.82e+06 wall_t:2685 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.557 +2026-01-08 13:48:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6703.70 total_reward_ma:6835.45 loss:1.095 fps:1423 +frame:3.83e+06 wall_t:2691 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.786 +2026-01-08 13:48:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6638.30 total_reward_ma:6833.21 loss:1.163 fps:1424 +frame:3.84e+06 wall_t:2696 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.829 +2026-01-08 13:48:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6631.90 total_reward_ma:6829.97 loss:1.226 fps:1425 +frame:3.85e+06 wall_t:2702 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.796 +2026-01-08 13:48:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6666.80 total_reward_ma:6826.93 loss:1.525 fps:1426 +frame:3.86e+06 wall_t:2707 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.535 +2026-01-08 13:48:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6556.60 total_reward_ma:6823.02 loss:1.317 fps:1426 +frame:3.87e+06 wall_t:2713 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.976 +2026-01-08 13:48:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6507.30 total_reward_ma:6818.18 loss:1.541 fps:1428 +frame:3.88e+06 wall_t:2718 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.597 +2026-01-08 13:48:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6450.20 total_reward_ma:6813.15 loss:0.6459 fps:1428 +frame:3.89e+06 wall_t:2725 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.872 +2026-01-08 13:48:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6504.90 total_reward_ma:6809.30 loss:2.529 fps:1428 +frame:3.90e+06 wall_t:2731 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.626 +2026-01-08 13:49:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6411.70 total_reward_ma:6805.32 loss:0.9821 fps:1429 +frame:3.91e+06 wall_t:2737 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:2.003 +2026-01-08 13:49:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6394.70 total_reward_ma:6801.45 loss:0.9921 fps:1429 +frame:3.92e+06 wall_t:2743 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.56 +2026-01-08 13:49:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6326.30 total_reward_ma:6797.77 loss:0.615 fps:1430 +frame:3.93e+06 wall_t:2748 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.501 +2026-01-08 13:49:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6370.20 total_reward_ma:6794.53 loss:0.8131 fps:1431 +frame:3.94e+06 wall_t:2754 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.522 +2026-01-08 13:49:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6419.80 total_reward_ma:6792.54 loss:0.582 fps:1431 +frame:3.95e+06 wall_t:2760 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.755 +2026-01-08 13:49:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6615.00 total_reward_ma:6793.12 loss:0.3924 fps:1432 +frame:3.96e+06 wall_t:2766 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.569 +2026-01-08 13:49:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6661.60 total_reward_ma:6794.37 loss:0.5181 fps:1432 +frame:3.97e+06 wall_t:2773 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.466 +2026-01-08 13:49:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6693.50 total_reward_ma:6795.93 loss:0.9992 fps:1432 +frame:3.98e+06 wall_t:2779 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.594 +2026-01-08 13:49:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6640.20 total_reward_ma:6797.11 loss:0.4803 fps:1433 +frame:3.99e+06 wall_t:2785 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.522 +2026-01-08 13:49:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6641.00 total_reward_ma:6798.14 loss:0.9627 fps:1433 +frame:4.00e+06 wall_t:2791 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.517 +2026-01-08 13:50:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6695.90 total_reward_ma:6799.62 loss:0.6957 fps:1434 +frame:4.01e+06 wall_t:2797 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.705 +2026-01-08 13:50:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6701.00 total_reward_ma:6801.31 loss:0.7877 fps:1435 +frame:4.02e+06 wall_t:2802 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.433 +2026-01-08 13:50:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6771.30 total_reward_ma:6803.42 loss:0.6064 fps:1436 +frame:4.03e+06 wall_t:2807 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.85 +2026-01-08 13:50:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6817.10 total_reward_ma:6805.71 loss:1.481 fps:1436 +frame:4.04e+06 wall_t:2813 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.585 +2026-01-08 13:50:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6746.30 total_reward_ma:6807.34 loss:0.3357 fps:1437 +frame:4.05e+06 wall_t:2819 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.87 +2026-01-08 13:50:32 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6821.90 total_reward_ma:6809.41 loss:1.381 fps:1437 +frame:4.06e+06 wall_t:2825 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.453 +2026-01-08 13:50:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6791.60 total_reward_ma:6810.73 loss:1.33 fps:1438 +frame:4.07e+06 wall_t:2831 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.647 +2026-01-08 13:50:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6743.10 total_reward_ma:6811.18 loss:1.911 fps:1438 +frame:4.08e+06 wall_t:2838 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.727 +2026-01-08 13:50:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6658.80 total_reward_ma:6810.79 loss:1.682 fps:1438 +frame:4.09e+06 wall_t:2844 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.656 +2026-01-08 13:50:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6634.30 total_reward_ma:6809.84 loss:0.9177 fps:1439 +frame:4.10e+06 wall_t:2850 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.62 +2026-01-08 13:51:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6545.00 total_reward_ma:6808.46 loss:0.8206 fps:1439 +frame:4.11e+06 wall_t:2857 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.497 +2026-01-08 13:51:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6594.70 total_reward_ma:6807.92 loss:0.5277 fps:1439 +frame:4.12e+06 wall_t:2864 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.642 +2026-01-08 13:51:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6602.50 total_reward_ma:6807.26 loss:0.8047 fps:1439 +frame:4.13e+06 wall_t:2870 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.627 +2026-01-08 13:51:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6632.50 total_reward_ma:6806.99 loss:1.005 fps:1439 +frame:4.14e+06 wall_t:2877 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.915 +2026-01-08 13:51:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6571.90 total_reward_ma:6806.07 loss:0.4463 fps:1439 +frame:4.15e+06 wall_t:2883 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.715 +2026-01-08 13:51:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6583.70 total_reward_ma:6805.38 loss:1.66 fps:1439 +frame:4.16e+06 wall_t:2890 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.841 +2026-01-08 13:51:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6602.00 total_reward_ma:6804.76 loss:1.276 fps:1439 +frame:4.17e+06 wall_t:2897 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.717 +2026-01-08 13:51:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6734.20 total_reward_ma:6804.95 loss:0.4226 fps:1440 +frame:4.18e+06 wall_t:2903 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.667 +2026-01-08 13:51:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6765.80 total_reward_ma:6805.37 loss:0.6775 fps:1441 +frame:4.19e+06 wall_t:2908 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.453 +2026-01-08 13:52:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6756.10 total_reward_ma:6805.43 loss:0.485 fps:1441 +frame:4.20e+06 wall_t:2914 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.477 +2026-01-08 13:52:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6746.20 total_reward_ma:6805.19 loss:0.7454 fps:1442 +frame:4.21e+06 wall_t:2920 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.751 +2026-01-08 13:52:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6883.60 total_reward_ma:6806.69 loss:0.6269 fps:1442 +frame:4.22e+06 wall_t:2926 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.511 +2026-01-08 13:52:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6915.30 total_reward_ma:6807.44 loss:0.4754 fps:1443 +frame:4.23e+06 wall_t:2932 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.824 +2026-01-08 13:52:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6972.40 total_reward_ma:6809.36 loss:0.4374 fps:1443 +frame:4.24e+06 wall_t:2938 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.687 +2026-01-08 13:52:32 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7045.60 total_reward_ma:6812.05 loss:0.406 fps:1443 +frame:4.25e+06 wall_t:2945 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.596 +2026-01-08 13:52:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7024.10 total_reward_ma:6814.40 loss:0.917 fps:1444 +frame:4.26e+06 wall_t:2951 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.827 +2026-01-08 13:52:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7000.20 total_reward_ma:6816.41 loss:0.2432 fps:1444 +frame:4.27e+06 wall_t:2957 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.54 +2026-01-08 13:52:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7025.20 total_reward_ma:6818.62 loss:0.9925 fps:1444 +frame:4.28e+06 wall_t:2963 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.869 +2026-01-08 13:52:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7024.40 total_reward_ma:6820.59 loss:1.059 fps:1444 +frame:4.29e+06 wall_t:2970 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.631 +2026-01-08 13:53:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7001.80 total_reward_ma:6822.99 loss:0.56 fps:1445 +frame:4.30e+06 wall_t:2976 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.476 +2026-01-08 13:53:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6938.30 total_reward_ma:6823.59 loss:1.177 fps:1445 +frame:4.31e+06 wall_t:2983 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.454 +2026-01-08 13:53:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6917.70 total_reward_ma:6823.65 loss:1.266 fps:1445 +frame:4.32e+06 wall_t:2989 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.653 +2026-01-08 13:53:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6966.90 total_reward_ma:6823.67 loss:0.8777 fps:1446 +frame:4.33e+06 wall_t:2995 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.616 +2026-01-08 13:53:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6912.60 total_reward_ma:6823.39 loss:1.474 fps:1446 +frame:4.34e+06 wall_t:3001 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.771 +2026-01-08 13:53:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6837.70 total_reward_ma:6822.15 loss:0.7649 fps:1447 +frame:4.35e+06 wall_t:3007 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.689 +2026-01-08 13:53:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6760.60 total_reward_ma:6820.12 loss:0.4769 fps:1447 +frame:4.36e+06 wall_t:3014 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.471 +2026-01-08 13:53:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6755.80 total_reward_ma:6818.10 loss:0.8137 fps:1447 +frame:4.37e+06 wall_t:3020 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.681 +2026-01-08 13:53:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6803.00 total_reward_ma:6815.98 loss:0.9927 fps:1448 +frame:4.38e+06 wall_t:3025 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.536 +2026-01-08 13:53:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6798.60 total_reward_ma:6813.20 loss:1.215 fps:1448 +frame:4.39e+06 wall_t:3031 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.63 +2026-01-08 13:54:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6802.90 total_reward_ma:6810.01 loss:0.8326 fps:1449 +frame:4.40e+06 wall_t:3037 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.647 +2026-01-08 13:54:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6812.30 total_reward_ma:6807.10 loss:0.7764 fps:1449 +frame:4.41e+06 wall_t:3043 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.678 +2026-01-08 13:54:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6882.80 total_reward_ma:6805.08 loss:0.497 fps:1450 +frame:4.42e+06 wall_t:3049 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.757 +2026-01-08 13:54:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6861.00 total_reward_ma:6801.97 loss:1.86 fps:1450 +frame:4.43e+06 wall_t:3055 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.612 +2026-01-08 13:54:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6874.50 total_reward_ma:6799.51 loss:0.6846 fps:1451 +frame:4.44e+06 wall_t:3060 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.67 +2026-01-08 13:54:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6950.60 total_reward_ma:6798.15 loss:0.5124 fps:1451 +frame:4.45e+06 wall_t:3066 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.735 +2026-01-08 13:54:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6901.50 total_reward_ma:6797.62 loss:1.379 fps:1452 +frame:4.46e+06 wall_t:3071 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.735 +2026-01-08 13:54:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6916.60 total_reward_ma:6797.16 loss:0.7303 fps:1453 +frame:4.47e+06 wall_t:3077 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.628 +2026-01-08 13:54:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6928.40 total_reward_ma:6796.60 loss:1.378 fps:1453 +frame:4.48e+06 wall_t:3083 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.757 +2026-01-08 13:54:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6925.30 total_reward_ma:6795.76 loss:0.4937 fps:1454 +frame:4.49e+06 wall_t:3089 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.639 +2026-01-08 13:55:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6952.50 total_reward_ma:6795.37 loss:1.656 fps:1454 +frame:4.50e+06 wall_t:3095 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.436 +2026-01-08 13:55:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6953.00 total_reward_ma:6795.05 loss:1.491 fps:1455 +frame:4.51e+06 wall_t:3100 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.664 +2026-01-08 13:55:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6901.80 total_reward_ma:6795.23 loss:1.528 fps:1455 +frame:4.52e+06 wall_t:3107 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.483 +2026-01-08 13:55:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6989.70 total_reward_ma:6795.95 loss:0.7457 fps:1456 +frame:4.53e+06 wall_t:3112 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.648 +2026-01-08 13:55:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6981.50 total_reward_ma:6796.74 loss:0.4653 fps:1456 +frame:4.54e+06 wall_t:3118 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.48 +2026-01-08 13:55:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6887.30 total_reward_ma:6795.91 loss:2.017 fps:1456 +frame:4.55e+06 wall_t:3124 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.751 +2026-01-08 13:55:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6858.30 total_reward_ma:6794.55 loss:1.423 fps:1457 +frame:4.56e+06 wall_t:3130 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.652 +2026-01-08 13:55:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6780.00 total_reward_ma:6792.50 loss:0.6001 fps:1458 +frame:4.57e+06 wall_t:3135 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.484 +2026-01-08 13:55:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6795.00 total_reward_ma:6789.75 loss:0.7983 fps:1458 +frame:4.58e+06 wall_t:3141 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.655 +2026-01-08 13:55:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6754.40 total_reward_ma:6785.70 loss:1.821 fps:1459 +frame:4.59e+06 wall_t:3147 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.697 +2026-01-08 13:56:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6768.40 total_reward_ma:6782.31 loss:0.7696 fps:1458 +frame:4.60e+06 wall_t:3154 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.507 +2026-01-08 13:56:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6821.40 total_reward_ma:6780.69 loss:0.5041 fps:1459 +frame:4.61e+06 wall_t:3160 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.523 +2026-01-08 13:56:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6812.10 total_reward_ma:6779.97 loss:0.9829 fps:1459 +frame:4.62e+06 wall_t:3167 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.496 +2026-01-08 13:56:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6880.30 total_reward_ma:6780.36 loss:0.7153 fps:1459 +frame:4.63e+06 wall_t:3173 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.809 +2026-01-08 13:56:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6864.90 total_reward_ma:6779.98 loss:0.7627 fps:1459 +frame:4.64e+06 wall_t:3180 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.515 +2026-01-08 13:56:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6824.50 total_reward_ma:6779.57 loss:0.6989 fps:1460 +frame:4.65e+06 wall_t:3186 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.548 +2026-01-08 13:56:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6852.70 total_reward_ma:6779.83 loss:1.112 fps:1460 +frame:4.66e+06 wall_t:3192 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.615 +2026-01-08 13:56:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6838.50 total_reward_ma:6779.93 loss:0.3224 fps:1460 +frame:4.67e+06 wall_t:3198 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.646 +2026-01-08 13:56:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6871.80 total_reward_ma:6780.08 loss:0.7998 fps:1461 +frame:4.68e+06 wall_t:3204 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.508 +2026-01-08 13:56:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6965.70 total_reward_ma:6780.90 loss:0.3831 fps:1461 +frame:4.69e+06 wall_t:3210 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.558 +2026-01-08 13:57:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7003.10 total_reward_ma:6783.38 loss:0.7094 fps:1461 +frame:4.70e+06 wall_t:3216 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.624 +2026-01-08 13:57:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7154.10 total_reward_ma:6787.14 loss:2.029 fps:1461 +frame:4.71e+06 wall_t:3223 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.675 +2026-01-08 13:57:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7139.90 total_reward_ma:6790.88 loss:0.5322 fps:1461 +frame:4.72e+06 wall_t:3230 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.734 +2026-01-08 13:57:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7084.10 total_reward_ma:6794.76 loss:0.7047 fps:1462 +frame:4.73e+06 wall_t:3236 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.607 +2026-01-08 13:57:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7093.30 total_reward_ma:6798.54 loss:0.5497 fps:1462 +frame:4.74e+06 wall_t:3243 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.816 +2026-01-08 13:57:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7074.00 total_reward_ma:6800.29 loss:1.07 fps:1462 +frame:4.75e+06 wall_t:3249 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.483 +2026-01-08 13:57:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7079.70 total_reward_ma:6802.33 loss:1.059 fps:1462 +frame:4.76e+06 wall_t:3256 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.766 +2026-01-08 13:57:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7099.80 total_reward_ma:6804.34 loss:0.8721 fps:1462 +frame:4.77e+06 wall_t:3262 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.446 +2026-01-08 13:57:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7094.90 total_reward_ma:6806.25 loss:1.169 fps:1463 +frame:4.78e+06 wall_t:3267 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.804 +2026-01-08 13:58:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7125.20 total_reward_ma:6808.56 loss:1.015 fps:1463 +frame:4.79e+06 wall_t:3273 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.358 +2026-01-08 13:58:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7096.90 total_reward_ma:6809.82 loss:0.4338 fps:1464 +frame:4.80e+06 wall_t:3279 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.864 +2026-01-08 13:58:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7101.00 total_reward_ma:6811.12 loss:0.562 fps:1464 +frame:4.81e+06 wall_t:3286 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.461 +2026-01-08 13:58:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7089.20 total_reward_ma:6813.78 loss:0.3714 fps:1464 +frame:4.82e+06 wall_t:3292 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.661 +2026-01-08 13:58:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7062.60 total_reward_ma:6817.37 loss:0.783 fps:1465 +frame:4.83e+06 wall_t:3298 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.804 +2026-01-08 13:58:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7079.10 total_reward_ma:6821.78 loss:0.7545 fps:1465 +frame:4.84e+06 wall_t:3304 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.828 +2026-01-08 13:58:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6945.10 total_reward_ma:6824.91 loss:1.583 fps:1466 +frame:4.85e+06 wall_t:3309 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.696 +2026-01-08 13:58:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6969.40 total_reward_ma:6827.94 loss:1.172 fps:1466 +frame:4.86e+06 wall_t:3315 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.715 +2026-01-08 13:58:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6977.70 total_reward_ma:6832.15 loss:0.6352 fps:1467 +frame:4.87e+06 wall_t:3320 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.846 +2026-01-08 13:58:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6972.40 total_reward_ma:6836.80 loss:0.687 fps:1467 +frame:4.88e+06 wall_t:3327 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.489 +2026-01-08 13:59:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7091.40 total_reward_ma:6843.21 loss:0.6852 fps:1467 +frame:4.89e+06 wall_t:3333 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.769 +2026-01-08 13:59:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7089.60 total_reward_ma:6849.06 loss:1.689 fps:1468 +frame:4.90e+06 wall_t:3339 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.412 +2026-01-08 13:59:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7054.20 total_reward_ma:6855.48 loss:1.148 fps:1468 +frame:4.91e+06 wall_t:3345 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.695 +2026-01-08 13:59:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7100.70 total_reward_ma:6862.54 loss:0.6536 fps:1468 +frame:4.92e+06 wall_t:3352 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.382 +2026-01-08 13:59:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7065.10 total_reward_ma:6869.93 loss:1.22 fps:1468 +frame:4.93e+06 wall_t:3358 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.643 +2026-01-08 13:59:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7072.50 total_reward_ma:6876.96 loss:2.947 fps:1468 +frame:4.94e+06 wall_t:3364 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.383 +2026-01-08 13:59:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6993.70 total_reward_ma:6882.69 loss:0.5337 fps:1469 +frame:4.95e+06 wall_t:3370 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.629 +2026-01-08 13:59:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6946.10 total_reward_ma:6886.01 loss:0.4297 fps:1469 +frame:4.96e+06 wall_t:3377 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.384 +2026-01-08 13:59:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7011.70 total_reward_ma:6889.51 loss:0.8522 fps:1469 +frame:4.97e+06 wall_t:3383 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.579 +2026-01-08 13:59:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7075.60 total_reward_ma:6893.33 loss:0.6644 fps:1469 +frame:4.98e+06 wall_t:3389 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.807 +2026-01-08 14:00:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7068.60 total_reward_ma:6897.61 loss:1.786 fps:1470 +frame:4.99e+06 wall_t:3395 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.566 +2026-01-08 14:00:08 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7052.50 total_reward_ma:6901.73 loss:1.782 fps:1470 +frame:5.00e+06 wall_t:3401 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.714 +2026-01-08 14:00:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7021.10 total_reward_ma:6904.98 loss:1.592 fps:1471 +frame:5.01e+06 wall_t:3407 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.663 +2026-01-08 14:00:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6940.70 total_reward_ma:6907.38 loss:0.7022 fps:1471 +frame:5.02e+06 wall_t:3412 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.407 +2026-01-08 14:00:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6913.60 total_reward_ma:6908.80 loss:1.817 fps:1472 +frame:5.03e+06 wall_t:3418 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.626 +2026-01-08 14:00:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6947.70 total_reward_ma:6910.10 loss:1.131 fps:1472 +frame:5.04e+06 wall_t:3424 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.808 +2026-01-08 14:00:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6914.40 total_reward_ma:6911.79 loss:0.4834 fps:1473 +frame:5.05e+06 wall_t:3429 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.809 +2026-01-08 14:00:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6902.80 total_reward_ma:6912.59 loss:0.7802 fps:1473 +frame:5.06e+06 wall_t:3435 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.394 +2026-01-08 14:00:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6875.50 total_reward_ma:6913.43 loss:1.248 fps:1473 +frame:5.07e+06 wall_t:3441 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.744 +2026-01-08 14:00:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6855.60 total_reward_ma:6914.56 loss:1.946 fps:1474 +frame:5.08e+06 wall_t:3447 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.811 +2026-01-08 14:01:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6907.80 total_reward_ma:6917.05 loss:1.071 fps:1474 +frame:5.09e+06 wall_t:3453 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.734 +2026-01-08 14:01:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6831.20 total_reward_ma:6919.02 loss:0.8897 fps:1474 +frame:5.10e+06 wall_t:3459 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.434 +2026-01-08 14:01:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6820.30 total_reward_ma:6921.77 loss:1.099 fps:1475 +frame:5.11e+06 wall_t:3464 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.637 +2026-01-08 14:01:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6811.90 total_reward_ma:6923.94 loss:0.7556 fps:1476 +frame:5.12e+06 wall_t:3470 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.635 +2026-01-08 14:01:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6830.20 total_reward_ma:6926.22 loss:1.011 fps:1476 +frame:5.13e+06 wall_t:3475 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.348 +2026-01-08 14:01:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6879.40 total_reward_ma:6928.69 loss:0.7276 fps:1477 +frame:5.14e+06 wall_t:3481 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.545 +2026-01-08 14:01:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6893.60 total_reward_ma:6931.90 loss:1.772 fps:1477 +frame:5.15e+06 wall_t:3487 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.473 +2026-01-08 14:01:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6870.30 total_reward_ma:6934.77 loss:0.9793 fps:1477 +frame:5.16e+06 wall_t:3493 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.716 +2026-01-08 14:01:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6818.50 total_reward_ma:6936.94 loss:0.8466 fps:1478 +frame:5.17e+06 wall_t:3499 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.665 +2026-01-08 14:01:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6894.50 total_reward_ma:6938.54 loss:0.9719 fps:1477 +frame:5.18e+06 wall_t:3506 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.756 +2026-01-08 14:01:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6935.80 total_reward_ma:6940.24 loss:0.7198 fps:1478 +frame:5.19e+06 wall_t:3512 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.585 +2026-01-08 14:02:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6965.30 total_reward_ma:6942.33 loss:0.496 fps:1478 +frame:5.20e+06 wall_t:3518 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.684 +2026-01-08 14:02:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7046.70 total_reward_ma:6945.34 loss:0.7557 fps:1479 +frame:5.21e+06 wall_t:3523 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.577 +2026-01-08 14:02:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7072.40 total_reward_ma:6947.22 loss:0.9061 fps:1479 +frame:5.22e+06 wall_t:3529 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.124 +2026-01-08 14:02:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7013.40 total_reward_ma:6948.20 loss:1.062 fps:1479 +frame:5.23e+06 wall_t:3535 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.555 +2026-01-08 14:02:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6988.20 total_reward_ma:6948.36 loss:1.649 fps:1480 +frame:5.24e+06 wall_t:3540 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.571 +2026-01-08 14:02:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6902.90 total_reward_ma:6946.94 loss:1.234 fps:1481 +frame:5.25e+06 wall_t:3546 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.836 +2026-01-08 14:02:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6929.00 total_reward_ma:6945.98 loss:0.4638 fps:1481 +frame:5.26e+06 wall_t:3552 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.32 +2026-01-08 14:02:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6935.60 total_reward_ma:6945.34 loss:0.5158 fps:1481 +frame:5.27e+06 wall_t:3558 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.66 +2026-01-08 14:02:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6925.20 total_reward_ma:6944.34 loss:1.073 fps:1481 +frame:5.28e+06 wall_t:3564 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.591 +2026-01-08 14:02:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6996.80 total_reward_ma:6944.06 loss:1.02 fps:1482 +frame:5.29e+06 wall_t:3570 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.58 +2026-01-08 14:03:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7025.90 total_reward_ma:6944.30 loss:0.969 fps:1483 +frame:5.30e+06 wall_t:3575 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.513 +2026-01-08 14:03:08 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6879.50 total_reward_ma:6943.72 loss:0.6377 fps:1483 +frame:5.31e+06 wall_t:3581 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.685 +2026-01-08 14:03:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6802.50 total_reward_ma:6942.56 loss:0.7266 fps:1483 +frame:5.32e+06 wall_t:3587 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.6 +2026-01-08 14:03:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6814.30 total_reward_ma:6941.04 loss:1.512 fps:1483 +frame:5.33e+06 wall_t:3593 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.582 +2026-01-08 14:03:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6751.90 total_reward_ma:6939.43 loss:0.5061 fps:1484 +frame:5.34e+06 wall_t:3598 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.773 +2026-01-08 14:03:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6709.40 total_reward_ma:6938.15 loss:1.109 fps:1484 +frame:5.35e+06 wall_t:3604 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.602 +2026-01-08 14:03:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6725.30 total_reward_ma:6937.79 loss:1.055 fps:1485 +frame:5.36e+06 wall_t:3610 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.543 +2026-01-08 14:03:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6711.60 total_reward_ma:6937.35 loss:0.9811 fps:1485 +frame:5.37e+06 wall_t:3616 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.53 +2026-01-08 14:03:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6813.80 total_reward_ma:6937.46 loss:0.6204 fps:1486 +frame:5.38e+06 wall_t:3621 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.648 +2026-01-08 14:03:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6827.60 total_reward_ma:6937.75 loss:0.5678 fps:1486 +frame:5.39e+06 wall_t:3627 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.453 +2026-01-08 14:04:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6763.90 total_reward_ma:6937.36 loss:0.5389 fps:1486 +frame:5.40e+06 wall_t:3633 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.558 +2026-01-08 14:04:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6770.00 total_reward_ma:6936.94 loss:0.688 fps:1487 +frame:5.41e+06 wall_t:3639 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.28 +2026-01-08 14:04:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6801.20 total_reward_ma:6936.12 loss:2.19 fps:1487 +frame:5.42e+06 wall_t:3645 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.769 +2026-01-08 14:04:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6807.30 total_reward_ma:6935.58 loss:2.282 fps:1487 +frame:5.43e+06 wall_t:3651 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.446 +2026-01-08 14:04:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6825.10 total_reward_ma:6935.09 loss:1.527 fps:1488 +frame:5.44e+06 wall_t:3657 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.458 +2026-01-08 14:04:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6873.00 total_reward_ma:6934.31 loss:1.302 fps:1488 +frame:5.45e+06 wall_t:3663 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.619 +2026-01-08 14:04:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6872.80 total_reward_ma:6934.03 loss:0.5629 fps:1488 +frame:5.46e+06 wall_t:3669 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.643 +2026-01-08 14:04:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6847.00 total_reward_ma:6933.33 loss:0.5994 fps:1489 +frame:5.47e+06 wall_t:3674 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.554 +2026-01-08 14:04:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6834.20 total_reward_ma:6932.39 loss:0.4626 fps:1489 +frame:5.48e+06 wall_t:3680 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.588 +2026-01-08 14:04:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6950.20 total_reward_ma:6932.64 loss:2.072 fps:1489 +frame:5.49e+06 wall_t:3687 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.805 +2026-01-08 14:05:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6863.30 total_reward_ma:6931.75 loss:1.405 fps:1489 +frame:5.50e+06 wall_t:3694 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.712 +2026-01-08 14:05:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6841.00 total_reward_ma:6930.63 loss:1.008 fps:1489 +frame:5.51e+06 wall_t:3700 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.637 +2026-01-08 14:05:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6769.90 total_reward_ma:6929.31 loss:0.7545 fps:1489 +frame:5.52e+06 wall_t:3706 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.678 +2026-01-08 14:05:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6801.00 total_reward_ma:6927.42 loss:1.025 fps:1490 +frame:5.53e+06 wall_t:3711 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.538 +2026-01-08 14:05:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6714.50 total_reward_ma:6924.75 loss:1.488 fps:1490 +frame:5.54e+06 wall_t:3717 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.723 +2026-01-08 14:05:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6720.90 total_reward_ma:6923.09 loss:0.7886 fps:1491 +frame:5.55e+06 wall_t:3722 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.476 +2026-01-08 14:05:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6758.60 total_reward_ma:6922.09 loss:1.476 fps:1491 +frame:5.56e+06 wall_t:3728 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.726 +2026-01-08 14:05:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6663.90 total_reward_ma:6920.93 loss:1.413 fps:1492 +frame:5.57e+06 wall_t:3734 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.623 +2026-01-08 14:05:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6698.50 total_reward_ma:6919.96 loss:0.2623 fps:1492 +frame:5.58e+06 wall_t:3740 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.571 +2026-01-08 14:05:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6778.40 total_reward_ma:6920.20 loss:0.831 fps:1492 +frame:5.59e+06 wall_t:3746 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.402 +2026-01-08 14:05:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6789.30 total_reward_ma:6920.41 loss:1.454 fps:1493 +frame:5.60e+06 wall_t:3752 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.474 +2026-01-08 14:06:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6820.10 total_reward_ma:6920.40 loss:1.674 fps:1493 +frame:5.61e+06 wall_t:3757 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.421 +2026-01-08 14:06:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6768.80 total_reward_ma:6919.97 loss:1.388 fps:1493 +frame:5.62e+06 wall_t:3763 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.498 +2026-01-08 14:06:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6954.20 total_reward_ma:6920.71 loss:1.05 fps:1494 +frame:5.63e+06 wall_t:3769 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.492 +2026-01-08 14:06:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7030.70 total_reward_ma:6922.36 loss:2.007 fps:1494 +frame:5.64e+06 wall_t:3774 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.598 +2026-01-08 14:06:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7045.60 total_reward_ma:6924.58 loss:0.6495 fps:1495 +frame:5.65e+06 wall_t:3780 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.685 +2026-01-08 14:06:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7074.40 total_reward_ma:6926.79 loss:2.273 fps:1495 +frame:5.66e+06 wall_t:3786 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.53 +2026-01-08 14:06:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7118.00 total_reward_ma:6929.59 loss:1.426 fps:1495 +frame:5.67e+06 wall_t:3792 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.783 +2026-01-08 14:06:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7021.50 total_reward_ma:6931.08 loss:1.144 fps:1496 +frame:5.68e+06 wall_t:3797 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.579 +2026-01-08 14:06:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7031.00 total_reward_ma:6931.74 loss:0.8706 fps:1496 +frame:5.69e+06 wall_t:3803 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.751 +2026-01-08 14:06:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7032.10 total_reward_ma:6932.03 loss:1.243 fps:1496 +frame:5.70e+06 wall_t:3809 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.936 +2026-01-08 14:07:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7115.40 total_reward_ma:6931.64 loss:2.167 fps:1497 +frame:5.71e+06 wall_t:3814 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.656 +2026-01-08 14:07:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7042.50 total_reward_ma:6930.67 loss:0.9301 fps:1498 +frame:5.72e+06 wall_t:3819 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.741 +2026-01-08 14:07:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7022.40 total_reward_ma:6930.05 loss:2.333 fps:1498 +frame:5.73e+06 wall_t:3825 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.439 +2026-01-08 14:07:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6992.60 total_reward_ma:6929.04 loss:0.8032 fps:1498 +frame:5.74e+06 wall_t:3831 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.66 +2026-01-08 14:07:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6916.10 total_reward_ma:6927.46 loss:0.9491 fps:1499 +frame:5.75e+06 wall_t:3837 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.761 +2026-01-08 14:07:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6933.30 total_reward_ma:6926.00 loss:0.8575 fps:1499 +frame:5.76e+06 wall_t:3843 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.713 +2026-01-08 14:07:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6856.70 total_reward_ma:6923.57 loss:1.605 fps:1499 +frame:5.77e+06 wall_t:3849 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.511 +2026-01-08 14:07:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6819.20 total_reward_ma:6920.81 loss:1.832 fps:1499 +frame:5.78e+06 wall_t:3855 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.633 +2026-01-08 14:07:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6818.10 total_reward_ma:6917.74 loss:1.384 fps:1500 +frame:5.79e+06 wall_t:3861 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.535 +2026-01-08 14:07:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6854.60 total_reward_ma:6915.32 loss:0.3561 fps:1500 +frame:5.80e+06 wall_t:3867 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.767 +2026-01-08 14:08:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6899.10 total_reward_ma:6913.30 loss:1.175 fps:1500 +frame:5.81e+06 wall_t:3873 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.684 +2026-01-08 14:08:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6909.70 total_reward_ma:6911.50 loss:1.22 fps:1500 +frame:5.82e+06 wall_t:3879 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.714 +2026-01-08 14:08:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6852.20 total_reward_ma:6909.40 loss:1.894 fps:1501 +frame:5.83e+06 wall_t:3885 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.714 +2026-01-08 14:08:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6820.40 total_reward_ma:6906.81 loss:0.9993 fps:1501 +frame:5.84e+06 wall_t:3891 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.904 +2026-01-08 14:08:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6851.90 total_reward_ma:6905.88 loss:0.6473 fps:1501 +frame:5.85e+06 wall_t:3897 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.528 +2026-01-08 14:08:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6795.40 total_reward_ma:6904.14 loss:0.9501 fps:1501 +frame:5.86e+06 wall_t:3903 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.634 +2026-01-08 14:08:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6825.50 total_reward_ma:6902.62 loss:0.9442 fps:1502 +frame:5.87e+06 wall_t:3909 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.522 +2026-01-08 14:08:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6880.30 total_reward_ma:6901.70 loss:1.103 fps:1502 +frame:5.88e+06 wall_t:3915 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.781 +2026-01-08 14:08:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6813.10 total_reward_ma:6898.91 loss:0.8996 fps:1503 +frame:5.89e+06 wall_t:3920 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.408 +2026-01-08 14:08:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6755.30 total_reward_ma:6895.57 loss:1.295 fps:1502 +frame:5.90e+06 wall_t:3927 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.906 +2026-01-08 14:08:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6754.80 total_reward_ma:6892.58 loss:1.473 fps:1503 +frame:5.91e+06 wall_t:3932 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.678 +2026-01-08 14:09:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6735.30 total_reward_ma:6888.92 loss:0.8397 fps:1503 +frame:5.92e+06 wall_t:3938 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.909 +2026-01-08 14:09:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6782.10 total_reward_ma:6886.09 loss:1.007 fps:1504 +frame:5.93e+06 wall_t:3944 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.847 +2026-01-08 14:09:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6732.10 total_reward_ma:6882.69 loss:1.642 fps:1504 +frame:5.94e+06 wall_t:3950 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.657 +2026-01-08 14:09:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6648.90 total_reward_ma:6879.24 loss:1.856 fps:1504 +frame:5.95e+06 wall_t:3956 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.686 +2026-01-08 14:09:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6666.50 total_reward_ma:6876.44 loss:3.042 fps:1505 +frame:5.96e+06 wall_t:3961 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.398 +2026-01-08 14:09:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6618.50 total_reward_ma:6872.51 loss:1.216 fps:1505 +frame:5.97e+06 wall_t:3967 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.599 +2026-01-08 14:09:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6658.80 total_reward_ma:6868.35 loss:0.6601 fps:1506 +frame:5.98e+06 wall_t:3972 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.69 +2026-01-08 14:09:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6787.20 total_reward_ma:6865.53 loss:1.714 fps:1506 +frame:5.99e+06 wall_t:3978 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.553 +2026-01-08 14:09:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6842.40 total_reward_ma:6863.43 loss:1.365 fps:1506 +frame:6.00e+06 wall_t:3984 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.715 +2026-01-08 14:09:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6760.80 total_reward_ma:6860.83 loss:1.587 fps:1506 +frame:6.01e+06 wall_t:3990 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.743 +2026-01-08 14:10:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6780.40 total_reward_ma:6859.22 loss:0.9413 fps:1507 +frame:6.02e+06 wall_t:3996 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.534 +2026-01-08 14:10:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6877.80 total_reward_ma:6858.87 loss:1.917 fps:1506 +frame:6.03e+06 wall_t:4003 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.507 +2026-01-08 14:10:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6833.80 total_reward_ma:6857.73 loss:1.233 fps:1507 +frame:6.04e+06 wall_t:4009 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.432 +2026-01-08 14:10:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6817.10 total_reward_ma:6856.75 loss:0.912 fps:1507 +frame:6.05e+06 wall_t:4015 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.634 +2026-01-08 14:10:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6698.50 total_reward_ma:6854.71 loss:1.749 fps:1507 +frame:6.06e+06 wall_t:4020 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.46 +2026-01-08 14:10:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6778.80 total_reward_ma:6853.74 loss:1.181 fps:1508 +frame:6.07e+06 wall_t:4026 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.768 +2026-01-08 14:10:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6809.20 total_reward_ma:6853.28 loss:1.499 fps:1508 +frame:6.08e+06 wall_t:4032 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.891 +2026-01-08 14:10:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6793.20 total_reward_ma:6852.13 loss:0.574 fps:1508 +frame:6.09e+06 wall_t:4038 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.56 +2026-01-08 14:10:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6800.40 total_reward_ma:6851.83 loss:0.6067 fps:1508 +frame:6.10e+06 wall_t:4045 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.588 +2026-01-08 14:10:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6701.30 total_reward_ma:6850.64 loss:0.6121 fps:1509 +frame:6.11e+06 wall_t:4050 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.697 +2026-01-08 14:11:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6674.40 total_reward_ma:6849.26 loss:1.553 fps:1509 +frame:6.12e+06 wall_t:4057 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.612 +2026-01-08 14:11:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6544.40 total_reward_ma:6846.40 loss:1.223 fps:1509 +frame:6.13e+06 wall_t:4063 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.829 +2026-01-08 14:11:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6620.90 total_reward_ma:6843.82 loss:1.427 fps:1509 +frame:6.14e+06 wall_t:4070 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.553 +2026-01-08 14:11:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6568.10 total_reward_ma:6840.56 loss:2.157 fps:1509 +frame:6.15e+06 wall_t:4075 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.616 +2026-01-08 14:11:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6533.00 total_reward_ma:6837.19 loss:0.887 fps:1509 +frame:6.16e+06 wall_t:4082 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.527 +2026-01-08 14:11:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6543.10 total_reward_ma:6834.44 loss:0.8382 fps:1509 +frame:6.17e+06 wall_t:4088 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.905 +2026-01-08 14:11:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6635.60 total_reward_ma:6831.85 loss:0.7024 fps:1510 +frame:6.18e+06 wall_t:4094 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.713 +2026-01-08 14:11:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6651.60 total_reward_ma:6829.01 loss:2.542 fps:1510 +frame:6.19e+06 wall_t:4100 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.909 +2026-01-08 14:11:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6562.90 total_reward_ma:6824.98 loss:0.7486 fps:1510 +frame:6.20e+06 wall_t:4106 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.77 +2026-01-08 14:11:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6560.80 total_reward_ma:6820.12 loss:0.8451 fps:1511 +frame:6.21e+06 wall_t:4111 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.774 +2026-01-08 14:12:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6585.00 total_reward_ma:6815.25 loss:1.305 fps:1511 +frame:6.22e+06 wall_t:4117 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.73 +2026-01-08 14:12:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6751.20 total_reward_ma:6812.63 loss:1.143 fps:1511 +frame:6.23e+06 wall_t:4123 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.702 +2026-01-08 14:12:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6787.70 total_reward_ma:6810.62 loss:0.6391 fps:1511 +frame:6.24e+06 wall_t:4129 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.833 +2026-01-08 14:12:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6670.90 total_reward_ma:6808.30 loss:1.127 fps:1511 +frame:6.25e+06 wall_t:4135 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.647 +2026-01-08 14:12:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6668.00 total_reward_ma:6805.69 loss:0.786 fps:1512 +frame:6.26e+06 wall_t:4140 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.634 +2026-01-08 14:12:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6663.10 total_reward_ma:6802.97 loss:0.5325 fps:1512 +frame:6.27e+06 wall_t:4146 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.614 +2026-01-08 14:12:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6769.50 total_reward_ma:6801.41 loss:0.6217 fps:1513 +frame:6.28e+06 wall_t:4152 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.648 +2026-01-08 14:12:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6832.70 total_reward_ma:6799.77 loss:0.6559 fps:1513 +frame:6.29e+06 wall_t:4158 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.693 +2026-01-08 14:12:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6849.40 total_reward_ma:6798.00 loss:0.8612 fps:1513 +frame:6.30e+06 wall_t:4164 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.643 +2026-01-08 14:12:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6840.10 total_reward_ma:6797.61 loss:0.7966 fps:1513 +frame:6.31e+06 wall_t:4170 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.465 +2026-01-08 14:13:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6909.60 total_reward_ma:6798.68 loss:0.4166 fps:1513 +frame:6.32e+06 wall_t:4176 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.719 +2026-01-08 14:13:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6956.60 total_reward_ma:6800.10 loss:2.345 fps:1514 +frame:6.33e+06 wall_t:4182 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.387 +2026-01-08 14:13:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6999.90 total_reward_ma:6802.58 loss:0.5352 fps:1514 +frame:6.34e+06 wall_t:4187 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.787 +2026-01-08 14:13:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7052.40 total_reward_ma:6806.01 loss:0.992 fps:1514 +frame:6.35e+06 wall_t:4194 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.632 +2026-01-08 14:13:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6989.50 total_reward_ma:6808.65 loss:0.6135 fps:1514 +frame:6.36e+06 wall_t:4200 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.549 +2026-01-08 14:13:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7038.50 total_reward_ma:6811.92 loss:0.9168 fps:1515 +frame:6.37e+06 wall_t:4206 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.537 +2026-01-08 14:13:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7159.50 total_reward_ma:6815.38 loss:1.086 fps:1515 +frame:6.38e+06 wall_t:4212 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.726 +2026-01-08 14:13:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7176.50 total_reward_ma:6818.87 loss:1.505 fps:1515 +frame:6.39e+06 wall_t:4218 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.739 +2026-01-08 14:13:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7122.30 total_reward_ma:6822.45 loss:2.192 fps:1515 +frame:6.40e+06 wall_t:4224 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.515 +2026-01-08 14:13:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7104.50 total_reward_ma:6825.80 loss:0.8248 fps:1515 +frame:6.41e+06 wall_t:4230 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.559 +2026-01-08 14:14:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7062.20 total_reward_ma:6828.41 loss:1.912 fps:1516 +frame:6.42e+06 wall_t:4236 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.614 +2026-01-08 14:14:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7092.60 total_reward_ma:6831.26 loss:1.028 fps:1516 +frame:6.43e+06 wall_t:4242 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.555 +2026-01-08 14:14:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7157.90 total_reward_ma:6834.59 loss:0.6142 fps:1516 +frame:6.44e+06 wall_t:4248 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.653 +2026-01-08 14:14:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7048.60 total_reward_ma:6836.35 loss:1.185 fps:1516 +frame:6.45e+06 wall_t:4254 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.574 +2026-01-08 14:14:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7053.40 total_reward_ma:6838.15 loss:1.191 fps:1516 +frame:6.46e+06 wall_t:4260 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.658 +2026-01-08 14:14:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7047.00 total_reward_ma:6840.15 loss:0.6781 fps:1517 +frame:6.47e+06 wall_t:4266 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.519 +2026-01-08 14:14:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6919.20 total_reward_ma:6841.00 loss:2.426 fps:1517 +frame:6.48e+06 wall_t:4271 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.358 +2026-01-08 14:14:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6854.70 total_reward_ma:6840.05 loss:0.7287 fps:1517 +frame:6.49e+06 wall_t:4277 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.5 +2026-01-08 14:14:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6839.40 total_reward_ma:6839.81 loss:0.9096 fps:1517 +frame:6.50e+06 wall_t:4284 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.928 +2026-01-08 14:14:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6820.00 total_reward_ma:6839.60 loss:0.3863 fps:1517 +frame:6.51e+06 wall_t:4290 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.503 +2026-01-08 14:15:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6852.50 total_reward_ma:6840.42 loss:0.4973 fps:1518 +frame:6.52e+06 wall_t:4295 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.602 +2026-01-08 14:15:08 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6921.30 total_reward_ma:6841.63 loss:0.7363 fps:1518 +frame:6.53e+06 wall_t:4301 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.514 +2026-01-08 14:15:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6937.30 total_reward_ma:6843.85 loss:1.355 fps:1518 +frame:6.54e+06 wall_t:4307 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.965 +2026-01-08 14:15:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6918.50 total_reward_ma:6845.83 loss:1.722 fps:1519 +frame:6.55e+06 wall_t:4313 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.49 +2026-01-08 14:15:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6886.50 total_reward_ma:6847.11 loss:1.778 fps:1519 +frame:6.56e+06 wall_t:4319 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.78 +2026-01-08 14:15:32 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6868.00 total_reward_ma:6849.15 loss:1.334 fps:1519 +frame:6.57e+06 wall_t:4325 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.534 +2026-01-08 14:15:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6965.00 total_reward_ma:6851.82 loss:0.8254 fps:1519 +frame:6.58e+06 wall_t:4331 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.569 +2026-01-08 14:15:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6882.80 total_reward_ma:6852.86 loss:1.002 fps:1520 +frame:6.59e+06 wall_t:4336 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.772 +2026-01-08 14:15:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6803.70 total_reward_ma:6853.00 loss:1.744 fps:1520 +frame:6.60e+06 wall_t:4342 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.346 +2026-01-08 14:15:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6879.40 total_reward_ma:6853.60 loss:0.908 fps:1520 +frame:6.61e+06 wall_t:4349 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.769 +2026-01-08 14:16:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6957.70 total_reward_ma:6855.49 loss:1.739 fps:1520 +frame:6.62e+06 wall_t:4356 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.734 +2026-01-08 14:16:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6988.10 total_reward_ma:6855.83 loss:0.7948 fps:1520 +frame:6.63e+06 wall_t:4362 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.72 +2026-01-08 14:16:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6971.90 total_reward_ma:6855.24 loss:0.4437 fps:1520 +frame:6.64e+06 wall_t:4368 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.523 +2026-01-08 14:16:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7000.80 total_reward_ma:6854.79 loss:2.296 fps:1520 +frame:6.65e+06 wall_t:4374 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.686 +2026-01-08 14:16:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7009.30 total_reward_ma:6854.14 loss:0.8909 fps:1521 +frame:6.66e+06 wall_t:4380 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.977 +2026-01-08 14:16:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6955.50 total_reward_ma:6852.51 loss:1.427 fps:1521 +frame:6.67e+06 wall_t:4386 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.514 +2026-01-08 14:16:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6920.00 total_reward_ma:6851.50 loss:1.606 fps:1521 +frame:6.68e+06 wall_t:4392 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:2.012 +2026-01-08 14:16:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6917.90 total_reward_ma:6850.37 loss:1.038 fps:1521 +frame:6.69e+06 wall_t:4398 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.85 +2026-01-08 14:16:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6894.70 total_reward_ma:6848.99 loss:0.6563 fps:1521 +frame:6.70e+06 wall_t:4404 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.624 +2026-01-08 14:16:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6833.50 total_reward_ma:6846.17 loss:1.214 fps:1522 +frame:6.71e+06 wall_t:4410 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.917 +2026-01-08 14:17:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6771.80 total_reward_ma:6843.47 loss:1.203 fps:1522 +frame:6.72e+06 wall_t:4416 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.73 +2026-01-08 14:17:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6816.60 total_reward_ma:6841.41 loss:0.9274 fps:1522 +frame:6.73e+06 wall_t:4422 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.834 +2026-01-08 14:17:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6796.10 total_reward_ma:6839.44 loss:0.6937 fps:1522 +frame:6.74e+06 wall_t:4428 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.52 +2026-01-08 14:17:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6781.40 total_reward_ma:6838.10 loss:1.039 fps:1522 +frame:6.75e+06 wall_t:4434 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.628 +2026-01-08 14:17:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6792.50 total_reward_ma:6836.69 loss:0.9927 fps:1523 +frame:6.76e+06 wall_t:4440 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.42 +2026-01-08 14:17:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6755.30 total_reward_ma:6835.68 loss:1.442 fps:1523 +frame:6.77e+06 wall_t:4446 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.412 +2026-01-08 14:17:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6754.90 total_reward_ma:6835.03 loss:0.3823 fps:1523 +frame:6.78e+06 wall_t:4452 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.468 +2026-01-08 14:17:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6748.00 total_reward_ma:6834.33 loss:0.5036 fps:1523 +frame:6.79e+06 wall_t:4457 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.596 +2026-01-08 14:17:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6832.30 total_reward_ma:6834.11 loss:0.3952 fps:1524 +frame:6.80e+06 wall_t:4463 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.496 +2026-01-08 14:17:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6879.40 total_reward_ma:6833.91 loss:0.7568 fps:1524 +frame:6.81e+06 wall_t:4468 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.69 +2026-01-08 14:18:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6937.10 total_reward_ma:6834.19 loss:0.8987 fps:1524 +frame:6.82e+06 wall_t:4474 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.729 +2026-01-08 14:18:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6986.50 total_reward_ma:6835.53 loss:0.7432 fps:1525 +frame:6.83e+06 wall_t:4480 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.515 +2026-01-08 14:18:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7020.50 total_reward_ma:6837.53 loss:0.7313 fps:1525 +frame:6.84e+06 wall_t:4486 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.649 +2026-01-08 14:18:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7014.10 total_reward_ma:6839.15 loss:0.5164 fps:1525 +frame:6.85e+06 wall_t:4492 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.601 +2026-01-08 14:18:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7111.70 total_reward_ma:6842.31 loss:0.5704 fps:1525 +frame:6.86e+06 wall_t:4498 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.684 +2026-01-08 14:18:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7102.10 total_reward_ma:6845.08 loss:0.9473 fps:1525 +frame:6.87e+06 wall_t:4504 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.526 +2026-01-08 14:18:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7030.10 total_reward_ma:6846.58 loss:1.011 fps:1526 +frame:6.88e+06 wall_t:4509 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.7 +2026-01-08 14:18:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7027.40 total_reward_ma:6848.72 loss:0.7361 fps:1526 +frame:6.89e+06 wall_t:4516 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.623 +2026-01-08 14:18:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6903.00 total_reward_ma:6850.20 loss:1.622 fps:1526 +frame:6.90e+06 wall_t:4522 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.756 +2026-01-08 14:18:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6860.30 total_reward_ma:6851.25 loss:1.101 fps:1526 +frame:6.91e+06 wall_t:4528 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.637 +2026-01-08 14:19:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6766.30 total_reward_ma:6851.56 loss:0.8065 fps:1526 +frame:6.92e+06 wall_t:4534 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.707 +2026-01-08 14:19:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6746.20 total_reward_ma:6851.20 loss:1.183 fps:1527 +frame:6.93e+06 wall_t:4539 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.611 +2026-01-08 14:19:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6625.20 total_reward_ma:6850.13 loss:0.8677 fps:1527 +frame:6.94e+06 wall_t:4545 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.79 +2026-01-08 14:19:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6655.30 total_reward_ma:6850.20 loss:1.234 fps:1527 +frame:6.95e+06 wall_t:4551 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.508 +2026-01-08 14:19:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6565.10 total_reward_ma:6849.19 loss:1.204 fps:1527 +frame:6.96e+06 wall_t:4557 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.926 +2026-01-08 14:19:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6571.00 total_reward_ma:6848.71 loss:1.173 fps:1528 +frame:6.97e+06 wall_t:4563 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.456 +2026-01-08 14:19:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6503.70 total_reward_ma:6847.16 loss:0.7306 fps:1528 +frame:6.98e+06 wall_t:4569 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.895 +2026-01-08 14:19:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6416.90 total_reward_ma:6843.46 loss:1.42 fps:1528 +frame:6.99e+06 wall_t:4576 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.672 +2026-01-08 14:19:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6475.20 total_reward_ma:6839.78 loss:1.394 fps:1528 +frame:7.00e+06 wall_t:4582 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.733 +2026-01-08 14:19:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6520.10 total_reward_ma:6837.38 loss:0.6199 fps:1528 +frame:7.01e+06 wall_t:4588 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.803 +2026-01-08 14:20:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6535.10 total_reward_ma:6834.92 loss:0.9694 fps:1528 +frame:7.02e+06 wall_t:4594 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.789 +2026-01-08 14:20:08 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6726.70 total_reward_ma:6833.41 loss:1.146 fps:1528 +frame:7.03e+06 wall_t:4601 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.631 +2026-01-08 14:20:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6677.40 total_reward_ma:6831.85 loss:1.648 fps:1528 +frame:7.04e+06 wall_t:4607 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.645 +2026-01-08 14:20:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6782.00 total_reward_ma:6831.50 loss:0.7443 fps:1528 +frame:7.05e+06 wall_t:4614 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.453 +2026-01-08 14:20:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6739.80 total_reward_ma:6831.91 loss:1.41 fps:1528 +frame:7.06e+06 wall_t:4620 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.6 +2026-01-08 14:20:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6766.80 total_reward_ma:6831.79 loss:2.334 fps:1528 +frame:7.07e+06 wall_t:4627 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.619 +2026-01-08 14:20:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6717.00 total_reward_ma:6830.87 loss:1.033 fps:1528 +frame:7.08e+06 wall_t:4634 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.692 +2026-01-08 14:20:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6743.70 total_reward_ma:6830.37 loss:1.592 fps:1528 +frame:7.09e+06 wall_t:4640 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.648 +2026-01-08 14:20:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6776.90 total_reward_ma:6830.14 loss:1.352 fps:1528 +frame:7.10e+06 wall_t:4646 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.959 +2026-01-08 14:21:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6878.50 total_reward_ma:6831.91 loss:0.7776 fps:1528 +frame:7.11e+06 wall_t:4653 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.759 +2026-01-08 14:21:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6941.10 total_reward_ma:6834.58 loss:0.8058 fps:1528 +frame:7.12e+06 wall_t:4660 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.691 +2026-01-08 14:21:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7011.80 total_reward_ma:6839.25 loss:1.048 fps:1528 +frame:7.13e+06 wall_t:4667 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.594 +2026-01-08 14:21:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7078.40 total_reward_ma:6843.83 loss:1.213 fps:1528 +frame:7.14e+06 wall_t:4673 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.43 +2026-01-08 14:21:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7107.50 total_reward_ma:6849.22 loss:0.6482 fps:1528 +frame:7.15e+06 wall_t:4679 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.583 +2026-01-08 14:21:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7190.00 total_reward_ma:6855.79 loss:0.6308 fps:1528 +frame:7.16e+06 wall_t:4686 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.323 +2026-01-08 14:21:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7199.80 total_reward_ma:6862.36 loss:1.18 fps:1528 +frame:7.17e+06 wall_t:4691 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.621 +2026-01-08 14:21:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7251.90 total_reward_ma:6868.52 loss:0.829 fps:1529 +frame:7.18e+06 wall_t:4697 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.507 +2026-01-08 14:21:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7183.70 total_reward_ma:6873.84 loss:0.4894 fps:1529 +frame:7.19e+06 wall_t:4703 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.313 +2026-01-08 14:21:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7212.10 total_reward_ma:6880.33 loss:0.9627 fps:1529 +frame:7.20e+06 wall_t:4709 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.482 +2026-01-08 14:22:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7256.90 total_reward_ma:6887.29 loss:1.402 fps:1529 +frame:7.21e+06 wall_t:4715 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.657 +2026-01-08 14:22:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7326.60 total_reward_ma:6894.71 loss:0.5872 fps:1530 +frame:7.22e+06 wall_t:4720 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.786 +2026-01-08 14:22:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7299.90 total_reward_ma:6900.20 loss:0.6502 fps:1530 +frame:7.23e+06 wall_t:4726 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.393 +2026-01-08 14:22:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7220.90 total_reward_ma:6904.53 loss:0.6276 fps:1530 +frame:7.24e+06 wall_t:4732 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.9 +2026-01-08 14:22:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7047.20 total_reward_ma:6908.29 loss:0.8217 fps:1530 +frame:7.25e+06 wall_t:4738 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.94 +2026-01-08 14:22:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7067.60 total_reward_ma:6912.29 loss:0.9077 fps:1531 +frame:7.26e+06 wall_t:4743 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.618 +2026-01-08 14:22:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7101.90 total_reward_ma:6916.68 loss:0.7415 fps:1531 +frame:7.27e+06 wall_t:4748 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.544 +2026-01-08 14:22:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7023.60 total_reward_ma:6919.22 loss:0.5234 fps:1531 +frame:7.28e+06 wall_t:4754 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.62 +2026-01-08 14:22:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7096.20 total_reward_ma:6921.85 loss:1.246 fps:1532 +frame:7.29e+06 wall_t:4759 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.61 +2026-01-08 14:22:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7082.40 total_reward_ma:6924.18 loss:0.7919 fps:1532 +frame:7.30e+06 wall_t:4765 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.857 +2026-01-08 14:22:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7090.60 total_reward_ma:6926.69 loss:0.7152 fps:1532 +frame:7.31e+06 wall_t:4771 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.599 +2026-01-08 14:23:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7147.40 total_reward_ma:6929.07 loss:1.619 fps:1532 +frame:7.32e+06 wall_t:4777 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.704 +2026-01-08 14:23:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7170.30 total_reward_ma:6931.20 loss:0.8074 fps:1533 +frame:7.33e+06 wall_t:4783 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.463 +2026-01-08 14:23:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7104.70 total_reward_ma:6932.25 loss:1.906 fps:1533 +frame:7.34e+06 wall_t:4789 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.717 +2026-01-08 14:23:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7140.90 total_reward_ma:6933.14 loss:0.7954 fps:1533 +frame:7.35e+06 wall_t:4795 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.807 +2026-01-08 14:23:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7152.10 total_reward_ma:6934.76 loss:0.4285 fps:1533 +frame:7.36e+06 wall_t:4802 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.661 +2026-01-08 14:23:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7223.70 total_reward_ma:6936.61 loss:1.107 fps:1533 +frame:7.37e+06 wall_t:4808 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.683 +2026-01-08 14:23:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7203.80 total_reward_ma:6937.06 loss:1.535 fps:1533 +frame:7.38e+06 wall_t:4814 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.573 +2026-01-08 14:23:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7243.10 total_reward_ma:6937.72 loss:0.6496 fps:1533 +frame:7.39e+06 wall_t:4820 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.61 +2026-01-08 14:23:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7225.30 total_reward_ma:6938.75 loss:1.436 fps:1533 +frame:7.40e+06 wall_t:4826 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.419 +2026-01-08 14:23:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7167.30 total_reward_ma:6939.38 loss:0.3856 fps:1534 +frame:7.41e+06 wall_t:4832 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.892 +2026-01-08 14:24:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7076.00 total_reward_ma:6939.52 loss:0.5165 fps:1534 +frame:7.42e+06 wall_t:4838 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.749 +2026-01-08 14:24:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6958.80 total_reward_ma:6938.18 loss:1.116 fps:1534 +frame:7.43e+06 wall_t:4844 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.874 +2026-01-08 14:24:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6962.00 total_reward_ma:6936.22 loss:1.597 fps:1534 +frame:7.44e+06 wall_t:4850 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.47 +2026-01-08 14:24:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6905.10 total_reward_ma:6934.79 loss:0.3187 fps:1535 +frame:7.45e+06 wall_t:4855 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.871 +2026-01-08 14:24:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6788.20 total_reward_ma:6932.13 loss:1.159 fps:1535 +frame:7.46e+06 wall_t:4861 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.627 +2026-01-08 14:24:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6792.70 total_reward_ma:6929.59 loss:0.6023 fps:1535 +frame:7.47e+06 wall_t:4866 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.683 +2026-01-08 14:24:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6777.50 total_reward_ma:6928.17 loss:0.4907 fps:1535 +frame:7.48e+06 wall_t:4872 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.531 +2026-01-08 14:24:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6747.10 total_reward_ma:6927.10 loss:0.939 fps:1535 +frame:7.49e+06 wall_t:4878 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.528 +2026-01-08 14:24:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6628.00 total_reward_ma:6924.98 loss:0.6873 fps:1536 +frame:7.50e+06 wall_t:4884 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.883 +2026-01-08 14:24:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6707.40 total_reward_ma:6923.86 loss:1.366 fps:1536 +frame:7.51e+06 wall_t:4889 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.442 +2026-01-08 14:25:02 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6795.00 total_reward_ma:6923.28 loss:0.8905 fps:1536 +frame:7.52e+06 wall_t:4895 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:2.048 +2026-01-08 14:25:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6832.20 total_reward_ma:6922.39 loss:1.423 fps:1537 +frame:7.53e+06 wall_t:4900 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.561 +2026-01-08 14:25:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6898.30 total_reward_ma:6922.00 loss:0.6629 fps:1537 +frame:7.54e+06 wall_t:4906 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.729 +2026-01-08 14:25:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6978.00 total_reward_ma:6922.60 loss:1.666 fps:1537 +frame:7.55e+06 wall_t:4912 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.312 +2026-01-08 14:25:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7004.00 total_reward_ma:6923.77 loss:0.6223 fps:1537 +frame:7.56e+06 wall_t:4918 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.953 +2026-01-08 14:25:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7013.80 total_reward_ma:6925.23 loss:0.9262 fps:1537 +frame:7.57e+06 wall_t:4924 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.495 +2026-01-08 14:25:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7064.60 total_reward_ma:6926.23 loss:0.3181 fps:1538 +frame:7.58e+06 wall_t:4930 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.897 +2026-01-08 14:25:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7088.20 total_reward_ma:6928.28 loss:0.737 fps:1538 +frame:7.59e+06 wall_t:4936 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.433 +2026-01-08 14:25:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7177.70 total_reward_ma:6932.02 loss:0.5328 fps:1538 +frame:7.60e+06 wall_t:4941 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.822 +2026-01-08 14:25:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7241.50 total_reward_ma:6935.64 loss:1.394 fps:1538 +frame:7.61e+06 wall_t:4947 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.75 +2026-01-08 14:26:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7260.10 total_reward_ma:6938.67 loss:1.232 fps:1538 +frame:7.62e+06 wall_t:4953 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.668 +2026-01-08 14:26:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7305.60 total_reward_ma:6941.84 loss:1.58 fps:1539 +frame:7.63e+06 wall_t:4959 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.827 +2026-01-08 14:26:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7303.80 total_reward_ma:6945.16 loss:0.8722 fps:1539 +frame:7.64e+06 wall_t:4965 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.476 +2026-01-08 14:26:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7356.70 total_reward_ma:6948.72 loss:0.4107 fps:1539 +frame:7.65e+06 wall_t:4971 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.961 +2026-01-08 14:26:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7388.60 total_reward_ma:6952.51 loss:1.122 fps:1539 +frame:7.66e+06 wall_t:4977 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.433 +2026-01-08 14:26:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7331.00 total_reward_ma:6956.27 loss:0.8835 fps:1540 +frame:7.67e+06 wall_t:4982 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.909 +2026-01-08 14:26:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7316.70 total_reward_ma:6960.23 loss:1.829 fps:1540 +frame:7.68e+06 wall_t:4988 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.532 +2026-01-08 14:26:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7325.30 total_reward_ma:6964.31 loss:0.7913 fps:1540 +frame:7.69e+06 wall_t:4994 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.707 +2026-01-08 14:26:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7330.00 total_reward_ma:6968.66 loss:0.9576 fps:1540 +frame:7.70e+06 wall_t:4999 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.534 +2026-01-08 14:26:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7301.20 total_reward_ma:6973.34 loss:1.107 fps:1540 +frame:7.71e+06 wall_t:5006 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.61 +2026-01-08 14:27:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7324.30 total_reward_ma:6978.86 loss:0.8235 fps:1540 +frame:7.72e+06 wall_t:5013 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.778 +2026-01-08 14:27:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7338.50 total_reward_ma:6984.08 loss:0.9325 fps:1540 +frame:7.73e+06 wall_t:5019 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.409 +2026-01-08 14:27:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7290.80 total_reward_ma:6989.03 loss:0.3289 fps:1540 +frame:7.74e+06 wall_t:5025 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.747 +2026-01-08 14:27:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7308.40 total_reward_ma:6994.30 loss:0.986 fps:1540 +frame:7.75e+06 wall_t:5031 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.552 +2026-01-08 14:27:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7347.90 total_reward_ma:6999.85 loss:1.102 fps:1541 +frame:7.76e+06 wall_t:5037 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.937 +2026-01-08 14:27:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7241.10 total_reward_ma:7004.71 loss:0.8871 fps:1541 +frame:7.77e+06 wall_t:5042 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.667 +2026-01-08 14:27:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7202.40 total_reward_ma:7009.19 loss:0.8711 fps:1541 +frame:7.78e+06 wall_t:5049 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.722 +2026-01-08 14:27:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7087.50 total_reward_ma:7012.58 loss:0.5783 fps:1541 +frame:7.79e+06 wall_t:5055 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.763 +2026-01-08 14:27:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7065.70 total_reward_ma:7014.92 loss:1.058 fps:1541 +frame:7.80e+06 wall_t:5061 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.596 +2026-01-08 14:27:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7088.90 total_reward_ma:7017.01 loss:0.5355 fps:1541 +frame:7.81e+06 wall_t:5067 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.788 +2026-01-08 14:27:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7037.90 total_reward_ma:7018.02 loss:2.682 fps:1542 +frame:7.82e+06 wall_t:5072 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.638 +2026-01-08 14:28:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7001.10 total_reward_ma:7018.16 loss:0.6891 fps:1542 +frame:7.83e+06 wall_t:5078 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.437 +2026-01-08 14:28:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6977.30 total_reward_ma:7017.73 loss:0.5563 fps:1542 +frame:7.84e+06 wall_t:5085 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.531 +2026-01-08 14:28:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6879.80 total_reward_ma:7016.39 loss:0.5193 fps:1542 +frame:7.85e+06 wall_t:5090 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.594 +2026-01-08 14:28:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6935.10 total_reward_ma:7014.62 loss:0.5007 fps:1542 +frame:7.86e+06 wall_t:5096 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.609 +2026-01-08 14:28:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6890.90 total_reward_ma:7012.51 loss:1.057 fps:1543 +frame:7.87e+06 wall_t:5102 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.926 +2026-01-08 14:28:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6844.90 total_reward_ma:7010.66 loss:0.5442 fps:1543 +frame:7.88e+06 wall_t:5108 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.661 +2026-01-08 14:28:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6757.20 total_reward_ma:7007.96 loss:0.5757 fps:1543 +frame:7.89e+06 wall_t:5114 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:2.004 +2026-01-08 14:28:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6694.60 total_reward_ma:7005.87 loss:1.499 fps:1543 +frame:7.90e+06 wall_t:5120 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.797 +2026-01-08 14:28:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6696.50 total_reward_ma:7004.23 loss:1.313 fps:1543 +frame:7.91e+06 wall_t:5126 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.78 +2026-01-08 14:28:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6729.60 total_reward_ma:7003.87 loss:0.7126 fps:1543 +frame:7.92e+06 wall_t:5132 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.852 +2026-01-08 14:29:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6583.60 total_reward_ma:7002.24 loss:1.589 fps:1543 +frame:7.93e+06 wall_t:5138 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.643 +2026-01-08 14:29:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6596.40 total_reward_ma:7001.95 loss:1.275 fps:1544 +frame:7.94e+06 wall_t:5144 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.644 +2026-01-08 14:29:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6646.40 total_reward_ma:7001.87 loss:0.6995 fps:1544 +frame:7.95e+06 wall_t:5149 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.336 +2026-01-08 14:29:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6692.20 total_reward_ma:7003.14 loss:1.33 fps:1544 +frame:7.96e+06 wall_t:5156 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.636 +2026-01-08 14:29:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6697.70 total_reward_ma:7004.40 loss:1.216 fps:1544 +frame:7.97e+06 wall_t:5161 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.508 +2026-01-08 14:29:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6661.20 total_reward_ma:7005.98 loss:0.5757 fps:1544 +frame:7.98e+06 wall_t:5168 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.568 +2026-01-08 14:29:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6651.40 total_reward_ma:7008.32 loss:1.115 fps:1544 +frame:7.99e+06 wall_t:5174 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.692 +2026-01-08 14:29:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6655.30 total_reward_ma:7010.12 loss:0.8328 fps:1544 +frame:8.00e+06 wall_t:5180 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.642 +2026-01-08 14:29:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6726.90 total_reward_ma:7012.19 loss:0.2324 fps:1545 +frame:8.01e+06 wall_t:5186 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.662 +2026-01-08 14:29:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6704.30 total_reward_ma:7013.88 loss:1.106 fps:1545 +frame:8.02e+06 wall_t:5191 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.55 +2026-01-08 14:30:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6846.50 total_reward_ma:7015.08 loss:0.7919 fps:1545 +frame:8.03e+06 wall_t:5197 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.53 +2026-01-08 14:30:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6854.30 total_reward_ma:7016.85 loss:1.128 fps:1545 +frame:8.04e+06 wall_t:5204 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.559 +2026-01-08 14:30:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6892.80 total_reward_ma:7017.96 loss:0.2113 fps:1545 +frame:8.05e+06 wall_t:5210 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.946 +2026-01-08 14:30:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6959.40 total_reward_ma:7020.15 loss:0.4361 fps:1545 +frame:8.06e+06 wall_t:5216 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.524 +2026-01-08 14:30:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6859.90 total_reward_ma:7021.09 loss:1.29 fps:1545 +frame:8.07e+06 wall_t:5222 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.949 +2026-01-08 14:30:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6927.20 total_reward_ma:7023.19 loss:0.8911 fps:1546 +frame:8.08e+06 wall_t:5228 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.514 +2026-01-08 14:30:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6924.30 total_reward_ma:7024.99 loss:2.588 fps:1546 +frame:8.09e+06 wall_t:5234 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.659 +2026-01-08 14:30:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6966.30 total_reward_ma:7026.89 loss:1.797 fps:1546 +frame:8.10e+06 wall_t:5241 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.66 +2026-01-08 14:30:55 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6961.20 total_reward_ma:7027.71 loss:1.289 fps:1545 +frame:8.11e+06 wall_t:5248 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.677 +2026-01-08 14:31:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6910.20 total_reward_ma:7027.41 loss:0.7545 fps:1545 +frame:8.12e+06 wall_t:5254 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.745 +2026-01-08 14:31:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6975.70 total_reward_ma:7027.04 loss:1.379 fps:1546 +frame:8.13e+06 wall_t:5260 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.666 +2026-01-08 14:31:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6945.70 total_reward_ma:7025.72 loss:1.409 fps:1546 +frame:8.14e+06 wall_t:5266 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.721 +2026-01-08 14:31:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6940.60 total_reward_ma:7024.05 loss:0.6572 fps:1546 +frame:8.15e+06 wall_t:5272 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.645 +2026-01-08 14:31:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6959.20 total_reward_ma:7021.74 loss:0.7196 fps:1546 +frame:8.16e+06 wall_t:5279 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.613 +2026-01-08 14:31:33 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6948.60 total_reward_ma:7019.23 loss:0.678 fps:1546 +frame:8.17e+06 wall_t:5286 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.596 +2026-01-08 14:31:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6925.90 total_reward_ma:7015.97 loss:2.11 fps:1546 +frame:8.18e+06 wall_t:5292 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.686 +2026-01-08 14:31:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7003.70 total_reward_ma:7014.17 loss:3.37 fps:1546 +frame:8.19e+06 wall_t:5299 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.765 +2026-01-08 14:31:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7029.40 total_reward_ma:7012.34 loss:1.176 fps:1546 +frame:8.20e+06 wall_t:5305 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.718 +2026-01-08 14:31:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7024.10 total_reward_ma:7010.01 loss:0.6682 fps:1546 +frame:8.21e+06 wall_t:5311 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.784 +2026-01-08 14:32:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7022.50 total_reward_ma:7006.97 loss:1.587 fps:1546 +frame:8.22e+06 wall_t:5316 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.585 +2026-01-08 14:32:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7029.80 total_reward_ma:7004.27 loss:0.409 fps:1546 +frame:8.23e+06 wall_t:5322 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.974 +2026-01-08 14:32:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:6989.40 total_reward_ma:7001.96 loss:2.602 fps:1547 +frame:8.24e+06 wall_t:5328 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.546 +2026-01-08 14:32:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7092.80 total_reward_ma:7002.41 loss:0.5773 fps:1547 +frame:8.25e+06 wall_t:5334 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.637 +2026-01-08 14:32:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7094.80 total_reward_ma:7002.69 loss:0.9044 fps:1547 +frame:8.26e+06 wall_t:5341 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.606 +2026-01-08 14:32:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7092.50 total_reward_ma:7002.59 loss:1.29 fps:1547 +frame:8.27e+06 wall_t:5347 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.554 +2026-01-08 14:32:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7156.40 total_reward_ma:7003.92 loss:0.8109 fps:1547 +frame:8.28e+06 wall_t:5352 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.693 +2026-01-08 14:32:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7158.00 total_reward_ma:7004.54 loss:0.5364 fps:1547 +frame:8.29e+06 wall_t:5358 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.787 +2026-01-08 14:32:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7229.00 total_reward_ma:7006.00 loss:0.2575 fps:1547 +frame:8.30e+06 wall_t:5364 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.686 +2026-01-08 14:32:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7210.90 total_reward_ma:7007.21 loss:0.8839 fps:1547 +frame:8.31e+06 wall_t:5371 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.588 +2026-01-08 14:33:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7245.20 total_reward_ma:7008.18 loss:1.209 fps:1547 +frame:8.32e+06 wall_t:5377 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.786 +2026-01-08 14:33:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7282.80 total_reward_ma:7009.31 loss:0.9314 fps:1547 +frame:8.33e+06 wall_t:5384 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.994 +2026-01-08 14:33:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7262.90 total_reward_ma:7010.89 loss:0.8228 fps:1547 +frame:8.34e+06 wall_t:5390 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.756 +2026-01-08 14:33:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7262.30 total_reward_ma:7012.10 loss:0.2791 fps:1547 +frame:8.35e+06 wall_t:5397 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.977 +2026-01-08 14:33:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7318.10 total_reward_ma:7013.77 loss:0.9768 fps:1548 +frame:8.36e+06 wall_t:5402 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.518 +2026-01-08 14:33:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7391.70 total_reward_ma:7015.44 loss:0.7961 fps:1548 +frame:8.37e+06 wall_t:5408 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.347 +2026-01-08 14:33:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7388.80 total_reward_ma:7017.30 loss:0.4664 fps:1548 +frame:8.38e+06 wall_t:5415 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.528 +2026-01-08 14:33:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7372.10 total_reward_ma:7018.58 loss:0.9671 fps:1548 +frame:8.39e+06 wall_t:5421 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.497 +2026-01-08 14:33:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7427.60 total_reward_ma:7020.61 loss:0.1535 fps:1548 +frame:8.40e+06 wall_t:5427 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:2.207 +2026-01-08 14:34:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7416.20 total_reward_ma:7023.10 loss:0.7944 fps:1548 +frame:8.41e+06 wall_t:5433 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.345 +2026-01-08 14:34:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7478.50 total_reward_ma:7027.12 loss:0.4455 fps:1548 +frame:8.42e+06 wall_t:5439 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.968 +2026-01-08 14:34:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7499.70 total_reward_ma:7032.53 loss:2.134 fps:1548 +frame:8.43e+06 wall_t:5445 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.591 +2026-01-08 14:34:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7444.80 total_reward_ma:7037.36 loss:0.6913 fps:1549 +frame:8.44e+06 wall_t:5450 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.862 +2026-01-08 14:34:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7510.40 total_reward_ma:7043.41 loss:1.483 fps:1549 +frame:8.45e+06 wall_t:5456 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.383 +2026-01-08 14:34:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7486.70 total_reward_ma:7050.40 loss:0.5984 fps:1549 +frame:8.46e+06 wall_t:5462 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.42 +2026-01-08 14:34:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7501.10 total_reward_ma:7057.48 loss:0.2204 fps:1549 +frame:8.47e+06 wall_t:5468 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.571 +2026-01-08 14:34:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7513.40 total_reward_ma:7064.84 loss:0.6081 fps:1549 +frame:8.48e+06 wall_t:5474 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.61 +2026-01-08 14:34:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7499.90 total_reward_ma:7072.37 loss:0.4524 fps:1549 +frame:8.49e+06 wall_t:5480 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.802 +2026-01-08 14:34:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7484.30 total_reward_ma:7080.93 loss:0.7795 fps:1549 +frame:8.50e+06 wall_t:5486 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.534 +2026-01-08 14:34:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7473.90 total_reward_ma:7088.60 loss:0.8784 fps:1550 +frame:8.51e+06 wall_t:5492 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.703 +2026-01-08 14:35:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7464.50 total_reward_ma:7095.29 loss:1.025 fps:1550 +frame:8.52e+06 wall_t:5498 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.779 +2026-01-08 14:35:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7361.90 total_reward_ma:7100.59 loss:0.992 fps:1550 +frame:8.53e+06 wall_t:5504 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.539 +2026-01-08 14:35:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7383.00 total_reward_ma:7105.44 loss:0.5945 fps:1550 +frame:8.54e+06 wall_t:5510 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.985 +2026-01-08 14:35:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7391.50 total_reward_ma:7109.57 loss:1.578 fps:1550 +frame:8.55e+06 wall_t:5517 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.477 +2026-01-08 14:35:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7359.30 total_reward_ma:7113.12 loss:0.5139 fps:1550 +frame:8.56e+06 wall_t:5523 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.58 +2026-01-08 14:35:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7366.20 total_reward_ma:7116.65 loss:2.297 fps:1550 +frame:8.57e+06 wall_t:5529 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.751 +2026-01-08 14:35:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7326.70 total_reward_ma:7119.27 loss:0.7953 fps:1550 +frame:8.58e+06 wall_t:5535 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.442 +2026-01-08 14:35:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7294.80 total_reward_ma:7121.33 loss:0.7447 fps:1550 +frame:8.59e+06 wall_t:5541 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.833 +2026-01-08 14:35:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7142.40 total_reward_ma:7120.98 loss:0.6033 fps:1551 +frame:8.60e+06 wall_t:5546 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.499 +2026-01-08 14:35:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7112.30 total_reward_ma:7119.69 loss:1.423 fps:1551 +frame:8.61e+06 wall_t:5552 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.593 +2026-01-08 14:36:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7210.30 total_reward_ma:7119.19 loss:1.016 fps:1551 +frame:8.62e+06 wall_t:5558 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.73 +2026-01-08 14:36:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7183.20 total_reward_ma:7117.97 loss:0.9908 fps:1551 +frame:8.63e+06 wall_t:5563 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.522 +2026-01-08 14:36:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7130.20 total_reward_ma:7116.23 loss:0.239 fps:1551 +frame:8.64e+06 wall_t:5569 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.64 +2026-01-08 14:36:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7178.10 total_reward_ma:7114.44 loss:0.9701 fps:1552 +frame:8.65e+06 wall_t:5575 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.49 +2026-01-08 14:36:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7202.70 total_reward_ma:7112.59 loss:0.8203 fps:1552 +frame:8.66e+06 wall_t:5581 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.636 +2026-01-08 14:36:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7252.00 total_reward_ma:7111.80 loss:1.493 fps:1552 +frame:8.67e+06 wall_t:5587 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.592 +2026-01-08 14:36:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7198.40 total_reward_ma:7110.61 loss:0.6538 fps:1552 +frame:8.68e+06 wall_t:5593 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.594 +2026-01-08 14:36:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7239.30 total_reward_ma:7109.75 loss:1.708 fps:1552 +frame:8.69e+06 wall_t:5599 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.562 +2026-01-08 14:36:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7183.60 total_reward_ma:7108.29 loss:0.7292 fps:1552 +frame:8.70e+06 wall_t:5606 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.855 +2026-01-08 14:36:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7219.50 total_reward_ma:7107.47 loss:0.7628 fps:1552 +frame:8.71e+06 wall_t:5612 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.387 +2026-01-08 14:37:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7272.80 total_reward_ma:7106.96 loss:0.8357 fps:1552 +frame:8.72e+06 wall_t:5618 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.73 +2026-01-08 14:37:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7262.60 total_reward_ma:7106.20 loss:0.3792 fps:1552 +frame:8.73e+06 wall_t:5624 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 14:37:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7323.20 total_reward_ma:7106.52 loss:0.7207 fps:1552 +frame:8.74e+06 wall_t:5630 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.532 +2026-01-08 14:37:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7407.80 total_reward_ma:7107.52 loss:1.014 fps:1553 +frame:8.75e+06 wall_t:5636 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.521 +2026-01-08 14:37:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7357.10 total_reward_ma:7107.61 loss:1.597 fps:1553 +frame:8.76e+06 wall_t:5642 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.622 +2026-01-08 14:37:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7472.40 total_reward_ma:7109.92 loss:1.048 fps:1553 +frame:8.77e+06 wall_t:5648 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.56 +2026-01-08 14:37:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7377.40 total_reward_ma:7111.67 loss:1.214 fps:1553 +frame:8.78e+06 wall_t:5654 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.634 +2026-01-08 14:37:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7359.90 total_reward_ma:7114.40 loss:0.7917 fps:1553 +frame:8.79e+06 wall_t:5660 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.6 +2026-01-08 14:37:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7356.30 total_reward_ma:7117.30 loss:1.293 fps:1553 +frame:8.80e+06 wall_t:5666 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.395 +2026-01-08 14:37:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7386.10 total_reward_ma:7120.27 loss:1.142 fps:1553 +frame:8.81e+06 wall_t:5672 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.57 +2026-01-08 14:38:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7370.50 total_reward_ma:7123.60 loss:0.8569 fps:1553 +frame:8.82e+06 wall_t:5678 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.426 +2026-01-08 14:38:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7312.10 total_reward_ma:7126.71 loss:0.3604 fps:1553 +frame:8.83e+06 wall_t:5684 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.504 +2026-01-08 14:38:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7398.50 total_reward_ma:7130.92 loss:0.5834 fps:1554 +frame:8.84e+06 wall_t:5689 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.635 +2026-01-08 14:38:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7443.00 total_reward_ma:7136.55 loss:0.4321 fps:1554 +frame:8.85e+06 wall_t:5695 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.674 +2026-01-08 14:38:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7398.90 total_reward_ma:7141.19 loss:0.6437 fps:1554 +frame:8.86e+06 wall_t:5701 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.793 +2026-01-08 14:38:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7472.70 total_reward_ma:7147.01 loss:1.737 fps:1554 +frame:8.87e+06 wall_t:5707 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.485 +2026-01-08 14:38:39 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7487.90 total_reward_ma:7153.44 loss:0.9532 fps:1555 +frame:8.88e+06 wall_t:5712 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.576 +2026-01-08 14:38:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7461.50 total_reward_ma:7160.48 loss:1.131 fps:1555 +frame:8.89e+06 wall_t:5718 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.699 +2026-01-08 14:38:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7414.20 total_reward_ma:7167.68 loss:0.3553 fps:1555 +frame:8.90e+06 wall_t:5724 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.582 +2026-01-08 14:38:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7449.10 total_reward_ma:7175.20 loss:1.324 fps:1555 +frame:8.91e+06 wall_t:5730 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.541 +2026-01-08 14:39:04 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7489.90 total_reward_ma:7182.81 loss:1.339 fps:1555 +frame:8.92e+06 wall_t:5737 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.677 +2026-01-08 14:39:10 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7438.10 total_reward_ma:7191.35 loss:1.6 fps:1555 +frame:8.93e+06 wall_t:5743 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.701 +2026-01-08 14:39:16 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7453.70 total_reward_ma:7199.93 loss:0.7905 fps:1555 +frame:8.94e+06 wall_t:5749 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.699 +2026-01-08 14:39:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7452.00 total_reward_ma:7207.98 loss:0.7333 fps:1555 +frame:8.95e+06 wall_t:5756 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.75 +2026-01-08 14:39:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7504.90 total_reward_ma:7216.11 loss:0.491 fps:1555 +frame:8.96e+06 wall_t:5762 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.514 +2026-01-08 14:39:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7414.00 total_reward_ma:7223.27 loss:2.342 fps:1555 +frame:8.97e+06 wall_t:5768 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.595 +2026-01-08 14:39:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7387.60 total_reward_ma:7230.54 loss:1.03 fps:1555 +frame:8.98e+06 wall_t:5774 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.53 +2026-01-08 14:39:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7325.10 total_reward_ma:7237.27 loss:1.619 fps:1555 +frame:8.99e+06 wall_t:5780 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.77 +2026-01-08 14:39:53 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7317.00 total_reward_ma:7243.89 loss:1.625 fps:1555 +frame:9.00e+06 wall_t:5786 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.421 +2026-01-08 14:39:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7231.90 total_reward_ma:7248.94 loss:0.1594 fps:1556 +frame:9.01e+06 wall_t:5792 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.765 +2026-01-08 14:40:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7176.80 total_reward_ma:7253.66 loss:1.158 fps:1556 +frame:9.02e+06 wall_t:5798 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.492 +2026-01-08 14:40:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7209.40 total_reward_ma:7257.29 loss:0.7976 fps:1556 +frame:9.03e+06 wall_t:5804 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.922 +2026-01-08 14:40:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7219.20 total_reward_ma:7260.94 loss:0.5031 fps:1556 +frame:9.04e+06 wall_t:5810 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.716 +2026-01-08 14:40:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7155.50 total_reward_ma:7263.57 loss:0.8922 fps:1556 +frame:9.05e+06 wall_t:5815 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.456 +2026-01-08 14:40:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7167.80 total_reward_ma:7265.65 loss:0.6836 fps:1556 +frame:9.06e+06 wall_t:5821 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.704 +2026-01-08 14:40:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7168.30 total_reward_ma:7268.74 loss:1.428 fps:1556 +frame:9.07e+06 wall_t:5828 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.673 +2026-01-08 14:40:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7207.60 total_reward_ma:7271.54 loss:0.7788 fps:1556 +frame:9.08e+06 wall_t:5835 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.713 +2026-01-08 14:40:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7173.00 total_reward_ma:7274.03 loss:1.053 fps:1556 +frame:9.09e+06 wall_t:5841 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.417 +2026-01-08 14:40:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7195.30 total_reward_ma:7276.32 loss:0.8099 fps:1556 +frame:9.10e+06 wall_t:5847 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.803 +2026-01-08 14:41:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7193.90 total_reward_ma:7278.65 loss:1.212 fps:1556 +frame:9.11e+06 wall_t:5854 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.736 +2026-01-08 14:41:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7192.20 total_reward_ma:7281.46 loss:0.3369 fps:1556 +frame:9.12e+06 wall_t:5860 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.78 +2026-01-08 14:41:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7211.30 total_reward_ma:7283.82 loss:1.234 fps:1556 +frame:9.13e+06 wall_t:5866 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.485 +2026-01-08 14:41:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7289.00 total_reward_ma:7287.25 loss:1.371 fps:1557 +frame:9.14e+06 wall_t:5872 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.866 +2026-01-08 14:41:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7338.60 total_reward_ma:7291.23 loss:1.089 fps:1557 +frame:9.15e+06 wall_t:5878 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.8 +2026-01-08 14:41:32 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7380.90 total_reward_ma:7295.45 loss:0.8641 fps:1556 +frame:9.16e+06 wall_t:5885 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.558 +2026-01-08 14:41:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7388.80 total_reward_ma:7299.85 loss:1.163 fps:1557 +frame:9.17e+06 wall_t:5891 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.791 +2026-01-08 14:41:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7453.70 total_reward_ma:7305.13 loss:1.063 fps:1557 +frame:9.18e+06 wall_t:5897 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.602 +2026-01-08 14:41:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7450.80 total_reward_ma:7309.60 loss:0.646 fps:1557 +frame:9.19e+06 wall_t:5904 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.653 +2026-01-08 14:41:57 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7443.00 total_reward_ma:7313.74 loss:2.309 fps:1557 +frame:9.20e+06 wall_t:5910 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.782 +2026-01-08 14:42:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7436.80 total_reward_ma:7317.87 loss:0.5774 fps:1557 +frame:9.21e+06 wall_t:5916 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.816 +2026-01-08 14:42:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7394.60 total_reward_ma:7321.59 loss:0.374 fps:1557 +frame:9.22e+06 wall_t:5922 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.673 +2026-01-08 14:42:15 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7368.10 total_reward_ma:7324.97 loss:1.191 fps:1557 +frame:9.23e+06 wall_t:5928 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.335 +2026-01-08 14:42:21 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7345.90 total_reward_ma:7328.53 loss:1.559 fps:1557 +frame:9.24e+06 wall_t:5934 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.701 +2026-01-08 14:42:27 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7381.10 total_reward_ma:7331.42 loss:0.4404 fps:1557 +frame:9.25e+06 wall_t:5940 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:2.013 +2026-01-08 14:42:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7342.80 total_reward_ma:7333.90 loss:0.7231 fps:1557 +frame:9.26e+06 wall_t:5947 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.601 +2026-01-08 14:42:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7415.90 total_reward_ma:7337.13 loss:0.4506 fps:1557 +frame:9.27e+06 wall_t:5953 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.642 +2026-01-08 14:42:47 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7408.00 total_reward_ma:7339.65 loss:1.767 fps:1557 +frame:9.28e+06 wall_t:5960 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.573 +2026-01-08 14:42:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7395.40 total_reward_ma:7342.02 loss:1.004 fps:1557 +frame:9.29e+06 wall_t:5967 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.849 +2026-01-08 14:43:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7421.30 total_reward_ma:7343.94 loss:0.6013 fps:1557 +frame:9.30e+06 wall_t:5973 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.249 +2026-01-08 14:43:06 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7316.00 total_reward_ma:7345.00 loss:0.3626 fps:1557 +frame:9.31e+06 wall_t:5979 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.804 +2026-01-08 14:43:12 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7352.60 total_reward_ma:7346.07 loss:1.25 fps:1557 +frame:9.32e+06 wall_t:5985 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.483 +2026-01-08 14:43:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7252.80 total_reward_ma:7345.77 loss:0.3088 fps:1557 +frame:9.33e+06 wall_t:5991 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.625 +2026-01-08 14:43:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7222.20 total_reward_ma:7345.36 loss:0.4898 fps:1557 +frame:9.34e+06 wall_t:5998 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.742 +2026-01-08 14:43:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7189.60 total_reward_ma:7344.64 loss:2.365 fps:1557 +frame:9.35e+06 wall_t:6004 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.496 +2026-01-08 14:43:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7250.70 total_reward_ma:7343.96 loss:0.4713 fps:1557 +frame:9.36e+06 wall_t:6010 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.453 +2026-01-08 14:43:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7286.00 total_reward_ma:7342.90 loss:1.683 fps:1558 +frame:9.37e+06 wall_t:6016 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.495 +2026-01-08 14:43:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7301.10 total_reward_ma:7342.03 loss:1.147 fps:1558 +frame:9.38e+06 wall_t:6022 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.847 +2026-01-08 14:43:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7305.30 total_reward_ma:7341.36 loss:0.3705 fps:1558 +frame:9.39e+06 wall_t:6027 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.521 +2026-01-08 14:44:00 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7256.00 total_reward_ma:7339.64 loss:0.3309 fps:1558 +frame:9.40e+06 wall_t:6033 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.484 +2026-01-08 14:44:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7263.90 total_reward_ma:7338.12 loss:2.102 fps:1558 +frame:9.41e+06 wall_t:6038 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.664 +2026-01-08 14:44:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7243.50 total_reward_ma:7335.77 loss:0.4856 fps:1559 +frame:9.42e+06 wall_t:6044 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.865 +2026-01-08 14:44:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7250.90 total_reward_ma:7333.28 loss:0.6226 fps:1559 +frame:9.43e+06 wall_t:6050 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.568 +2026-01-08 14:44:23 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7201.50 total_reward_ma:7330.85 loss:2.483 fps:1559 +frame:9.44e+06 wall_t:6056 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.466 +2026-01-08 14:44:29 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7138.10 total_reward_ma:7327.13 loss:0.8988 fps:1559 +frame:9.45e+06 wall_t:6062 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.657 +2026-01-08 14:44:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7150.20 total_reward_ma:7323.76 loss:0.6928 fps:1559 +frame:9.46e+06 wall_t:6069 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.375 +2026-01-08 14:44:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7225.00 total_reward_ma:7321.00 loss:0.476 fps:1559 +frame:9.47e+06 wall_t:6075 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.68 +2026-01-08 14:44:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7323.00 total_reward_ma:7319.10 loss:0.61 fps:1559 +frame:9.48e+06 wall_t:6081 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.428 +2026-01-08 14:44:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7359.80 total_reward_ma:7317.69 loss:0.7273 fps:1559 +frame:9.49e+06 wall_t:6087 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.702 +2026-01-08 14:45:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7402.80 total_reward_ma:7316.88 loss:1.136 fps:1559 +frame:9.50e+06 wall_t:6094 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.637 +2026-01-08 14:45:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7298.50 total_reward_ma:7315.13 loss:0.7502 fps:1559 +frame:9.51e+06 wall_t:6100 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:2.079 +2026-01-08 14:45:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7325.30 total_reward_ma:7313.73 loss:1.182 fps:1559 +frame:9.52e+06 wall_t:6106 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.493 +2026-01-08 14:45:19 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7367.60 total_reward_ma:7313.79 loss:1.441 fps:1559 +frame:9.53e+06 wall_t:6112 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.892 +2026-01-08 14:45:25 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7381.90 total_reward_ma:7313.78 loss:1.16 fps:1559 +frame:9.54e+06 wall_t:6118 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.407 +2026-01-08 14:45:31 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7357.60 total_reward_ma:7313.44 loss:1.148 fps:1559 +frame:9.55e+06 wall_t:6124 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.51 +2026-01-08 14:45:36 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7392.90 total_reward_ma:7313.78 loss:0.9901 fps:1560 +frame:9.56e+06 wall_t:6129 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.434 +2026-01-08 14:45:42 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7433.60 total_reward_ma:7314.45 loss:1.204 fps:1560 +frame:9.57e+06 wall_t:6135 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.53 +2026-01-08 14:45:48 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7529.20 total_reward_ma:7316.48 loss:0.4928 fps:1560 +frame:9.58e+06 wall_t:6141 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.595 +2026-01-08 14:45:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7526.40 total_reward_ma:7318.79 loss:0.8241 fps:1560 +frame:9.59e+06 wall_t:6147 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.459 +2026-01-08 14:46:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7551.30 total_reward_ma:7322.88 loss:0.9867 fps:1560 +frame:9.60e+06 wall_t:6154 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.82 +2026-01-08 14:46:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7563.30 total_reward_ma:7327.39 loss:1.365 fps:1560 +frame:9.61e+06 wall_t:6160 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.475 +2026-01-08 14:46:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7472.30 total_reward_ma:7330.01 loss:0.3421 fps:1560 +frame:9.62e+06 wall_t:6166 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.789 +2026-01-08 14:46:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7487.70 total_reward_ma:7333.06 loss:0.6668 fps:1560 +frame:9.63e+06 wall_t:6173 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.357 +2026-01-08 14:46:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7494.70 total_reward_ma:7336.70 loss:0.9531 fps:1560 +frame:9.64e+06 wall_t:6179 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.76 +2026-01-08 14:46:32 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7576.50 total_reward_ma:7340.69 loss:1.412 fps:1560 +frame:9.65e+06 wall_t:6185 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.646 +2026-01-08 14:46:38 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7515.20 total_reward_ma:7343.81 loss:1.347 fps:1560 +frame:9.66e+06 wall_t:6191 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.953 +2026-01-08 14:46:44 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7498.40 total_reward_ma:7346.27 loss:1.147 fps:1560 +frame:9.67e+06 wall_t:6197 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.433 +2026-01-08 14:46:50 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7457.80 total_reward_ma:7348.87 loss:0.4226 fps:1561 +frame:9.68e+06 wall_t:6203 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.576 +2026-01-08 14:46:56 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7431.00 total_reward_ma:7350.79 loss:1.135 fps:1561 +frame:9.69e+06 wall_t:6209 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.493 +2026-01-08 14:47:01 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7395.00 total_reward_ma:7352.90 loss:2.073 fps:1561 +frame:9.70e+06 wall_t:6214 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.756 +2026-01-08 14:47:07 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7418.10 total_reward_ma:7354.89 loss:1.758 fps:1561 +frame:9.71e+06 wall_t:6220 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.686 +2026-01-08 14:47:13 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7383.10 total_reward_ma:7355.99 loss:1.988 fps:1561 +frame:9.72e+06 wall_t:6226 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.572 +2026-01-08 14:47:18 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7381.40 total_reward_ma:7357.18 loss:0.4767 fps:1562 +frame:9.73e+06 wall_t:6231 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.67 +2026-01-08 14:47:24 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7354.80 total_reward_ma:7357.49 loss:0.6073 fps:1562 +frame:9.74e+06 wall_t:6237 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.396 +2026-01-08 14:47:30 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7381.90 total_reward_ma:7357.23 loss:1.441 fps:1562 +frame:9.75e+06 wall_t:6243 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.605 +2026-01-08 14:47:35 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7415.60 total_reward_ma:7357.82 loss:2.101 fps:1562 +frame:9.76e+06 wall_t:6248 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.708 +2026-01-08 14:47:41 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7432.60 total_reward_ma:7357.42 loss:0.54 fps:1562 +frame:9.77e+06 wall_t:6254 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.839 +2026-01-08 14:47:46 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7406.80 total_reward_ma:7357.71 loss:1.342 fps:1563 +frame:9.78e+06 wall_t:6259 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.505 +2026-01-08 14:47:52 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7431.00 total_reward_ma:7358.43 loss:1.445 fps:1563 +frame:9.79e+06 wall_t:6265 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.409 +2026-01-08 14:47:58 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7469.10 total_reward_ma:7359.55 loss:1.545 fps:1563 +frame:9.80e+06 wall_t:6271 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.525 +2026-01-08 14:48:03 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7451.60 total_reward_ma:7360.21 loss:1.477 fps:1563 +frame:9.81e+06 wall_t:6276 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.466 +2026-01-08 14:48:09 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7501.00 total_reward_ma:7361.51 loss:0.9101 fps:1563 +frame:9.82e+06 wall_t:6282 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.756 +2026-01-08 14:48:14 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7501.30 total_reward_ma:7363.41 loss:1.138 fps:1564 +frame:9.83e+06 wall_t:6287 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.409 +2026-01-08 14:48:20 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7505.00 total_reward_ma:7364.47 loss:1.769 fps:1564 +frame:9.84e+06 wall_t:6293 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.605 +2026-01-08 14:48:26 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7565.40 total_reward_ma:7365.69 loss:0.893 fps:1564 +frame:9.85e+06 wall_t:6299 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.451 +2026-01-08 14:48:32 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7469.40 total_reward_ma:7366.40 loss:0.8615 fps:1564 +frame:9.86e+06 wall_t:6305 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.517 +2026-01-08 14:48:37 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7436.00 total_reward_ma:7366.03 loss:0.2991 fps:1564 +frame:9.87e+06 wall_t:6310 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.557 +2026-01-08 14:48:43 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7428.20 total_reward_ma:7365.43 loss:0.5319 fps:1564 +frame:9.88e+06 wall_t:6316 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.557 +2026-01-08 14:48:49 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7446.30 total_reward_ma:7365.28 loss:0.6471 fps:1564 +frame:9.89e+06 wall_t:6322 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.857 +2026-01-08 14:48:54 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7423.90 total_reward_ma:7365.38 loss:1.753 fps:1565 +frame:9.90e+06 wall_t:6327 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.656 +2026-01-08 14:48:59 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7368.00 total_reward_ma:7364.57 loss:2.095 fps:1565 +frame:9.91e+06 wall_t:6332 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.901 +2026-01-08 14:49:05 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7386.00 total_reward_ma:7363.53 loss:1.005 fps:1565 +frame:9.92e+06 wall_t:6338 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.689 +2026-01-08 14:49:11 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7375.90 total_reward_ma:7362.91 loss:1.293 fps:1565 +frame:9.93e+06 wall_t:6344 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.752 +2026-01-08 14:49:17 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7393.30 total_reward_ma:7362.30 loss:0.6593 fps:1565 +frame:9.94e+06 wall_t:6350 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.627 +2026-01-08 14:49:22 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7255.60 total_reward_ma:7360.34 loss:0.2497 fps:1566 +frame:9.95e+06 wall_t:6355 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.782 +2026-01-08 14:49:28 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7270.70 total_reward_ma:7358.00 loss:0.5528 fps:1566 +frame:9.96e+06 wall_t:6361 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.567 +2026-01-08 14:49:34 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7302.00 total_reward_ma:7356.88 loss:0.3206 fps:1566 +frame:9.97e+06 wall_t:6367 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.755 +2026-01-08 14:49:40 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7291.00 total_reward_ma:7355.91 loss:0.5975 fps:1566 +frame:9.98e+06 wall_t:6373 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.766 +2026-01-08 14:49:45 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7339.80 total_reward_ma:7356.06 loss:1.592 fps:1566 +frame:9.99e+06 wall_t:6378 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.809 +2026-01-08 14:49:51 | INFO | PID:1279 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_krull_t0_s3 [train] +total_reward:7386.80 total_reward_ma:7356.76 loss:2.455 fps:1566 +frame:1.00e+07 wall_t:6384 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.265 +2026-01-08 14:49:52 | INFO | PID:1279 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/model/ppo_atari_lam85_krull_t0_s2_net_model.pt b/data/ppo_atari_lam85_krull_2026_01_08_130322/model/ppo_atari_lam85_krull_t0_s2_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..29321fa6ec333a9d9e2c21ce73cb3148b9386547 --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/model/ppo_atari_lam85_krull_t0_s2_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3936dc15ab689d966ce49bd56e20f319b73043def1bcf90dcf81de4f84c4f148 +size 6781275 diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_spec.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..87782e138e6fe26a71bab5b7e73407a28d29550d --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_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/Krull-v5", + "num_envs": 16, + "max_frame": 10000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_08_130322", + "prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam85_krull_2026_01_08_130322", + "graph_prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/graph/ppo_atari_lam85_krull_t0", + "info_prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0", + "log_prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0", + "model_prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/model/ppo_atari_lam85_krull_t0" + }, + "name": "ppo_atari_lam85_krull" +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_t0_spec.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..87782e138e6fe26a71bab5b7e73407a28d29550d --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_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/Krull-v5", + "num_envs": 16, + "max_frame": 10000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_08_130322", + "prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam85_krull_2026_01_08_130322", + "graph_prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/graph/ppo_atari_lam85_krull_t0", + "info_prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/info/ppo_atari_lam85_krull_t0", + "log_prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/log/ppo_atari_lam85_krull_t0", + "model_prepath": "data/ppo_atari_lam85_krull_2026_01_08_130322/model/ppo_atari_lam85_krull_t0" + }, + "name": "ppo_atari_lam85_krull" +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_t0_trial_metrics_scalar.json b/data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..51cac2ab06e639b7134a59e9df7ea10ddd5b96fe --- /dev/null +++ b/data/ppo_atari_lam85_krull_2026_01_08_130322/ppo_atari_lam85_krull_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 7824.09326171875, + "strength": 5384.10791015625, + "max_strength": 6437.93310546875, + "final_strength": 6143.69970703125, + "sample_efficiency": 3.352065220951772e-07, + "training_efficiency": 2.1110901798238046e-05, + "stability": 0.9963704943656921, + "consistency": 0.8476770520210266 +} \ No newline at end of file