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new traces

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itaicaspi-intel
2018-09-12 15:29:42 +03:00
parent 673911ff7f
commit fa4895f840
76 changed files with 12786 additions and 12606 deletions
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rl_coach/traces/Atari_DDQN_breakout/trace.csv
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@@ -1,176 +1,176 @@
Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,Total steps,Epsilon,Shaped Training Reward,Training Reward,Update Target Network,Evaluation Reward,Shaped Evaluation Reward,Success Rate,Loss/Mean,Loss/Stdev,Loss/Max,Loss/Min,Learning Rate/Mean,Learning Rate/Stdev,Learning Rate/Max,Learning Rate/Min,Grads (unclipped)/Mean,Grads (unclipped)/Stdev,Grads (unclipped)/Max,Grads (unclipped)/Min,Q/Mean,Q/Stdev,Q/Max,Q/Min
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131,844.0,0.0,4405.0,4405.0,24.0,4405.0,0.9966567700000726,0.0,0.0,0.0,,,,0.0062663100397912785,0.007616272662213365,0.015595491975545885,3.544665378285572e-05,0.00025,0.0,0.00025,0.00025,0.019095924,0.016318634,0.039712757,0.0043896586,,,,
132,850.0,0.0,4429.0,4429.0,24.0,4429.0,0.9966330100000732,0.0,0.0,0.0,,,,0.004621758956636768,0.003578130028739086,0.008147336542606355,5.9465666709002114e-05,0.00025,0.0,0.00025,0.00025,0.04932197,0.03455149,0.08288521,0.005442997,,,,
133,856.0,0.0,4453.0,4453.0,24.0,4453.0,0.9966092500000736,0.0,0.0,0.0,,,,0.007036423403769731,0.00030972988456329047,0.0074433283880352965,0.006508463993668556,0.00025,0.0,0.00025,0.00025,0.072256684,0.005521528,0.080878034,0.06495823,0.025575958,0.0030408291999999997,0.030833837000000003,0.023545902
134,862.0,0.0,4477.0,4477.0,24.0,4477.0,0.996585490000074,0.0,0.0,0.0,,,,0.008595149125903844,0.004723504649792486,0.018039330840110782,0.006018592044711113,0.00025,0.0,0.00025,0.00025,0.066587746,0.0017550718,0.068463854,0.06367533,,,,
135,868.0,0.0,4501.0,4501.0,24.0,4501.0,0.9965617300000746,0.0,0.0,0.0,,,,0.00771601302549243,0.004953865287855993,0.017609864473342896,0.004888289608061314,0.00025,0.0,0.00025,0.00025,0.061541744,0.0028705287,0.06608713,0.05797496,,,,
136,874.0,0.0,4525.0,4525.0,24.0,4525.0,0.9965379700000752,0.0,0.0,0.0,,,,0.005955037428066135,0.006940498183036732,0.019670324400067333,0.0012155799195170405,0.00025,0.0,0.00025,0.00025,0.037622842999999996,0.014488043999999999,0.05185079,0.012924103999999999,0.0005052594,0.0013159298,0.0016135529000000002,-0.0017406438
137,880.0,0.0,4549.0,4549.0,24.0,4549.0,0.9965142100000756,0.0,0.0,0.0,,,,0.011624324508011341,0.00843312453653822,0.018575411289930344,0.001275395043194294,0.00025,0.0,0.00025,0.00025,0.05035641,0.016368773,0.07337299,0.030801033999999998,,,,
138,886.0,0.0,4573.0,4573.0,24.0,4573.0,0.9964904500000762,0.0,0.0,0.0,,,,0.0004906177258817479,0.0003685660650150432,0.0009519634768366815,0.00010342546738684176,0.00025,0.0,0.00025,0.00025,0.012324631,0.0051319744,0.019622305,0.007750966999999999,,,,
139,892.0,0.0,4597.0,4597.0,24.0,4597.0,0.9964666900000768,0.0,0.0,0.0,,,,0.00011171146761626003,6.267923624309285e-06,0.00012111619435017927,0.00010208650201093404,0.00025,0.0,0.00025,0.00025,0.008786235,0.00043222355000000005,0.0093068415,0.007997585,,,,
140,905.0,0.0,4649.0,4649.0,52.0,4649.0,0.9964152100000778,1.0,1.0,0.0,,,,0.005157821965743399,0.007142615169272912,0.015324723906815054,9.503355977358297e-05,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.017548626,0.012506904,0.035522256,0.007868944000000001,-0.00034220057,0.0022682992,0.0021083865,-0.0039429520000000004
141,911.0,0.0,4673.0,4673.0,24.0,4673.0,0.9963914500000784,0.0,0.0,0.0,,,,0.0032828280905960127,0.006155370939923559,0.015592982061207294,0.00011701558833010496,0.00025,0.0,0.00025,0.00025,0.013927196000000001,0.017248278,0.048169617000000005,0.0034122309000000003,,,,
142,917.0,0.0,4697.0,4697.0,24.0,4697.0,0.9963676900000789,0.0,0.0,0.0,,,,0.007376973872305825,0.013217218567950858,0.03380083665251732,0.00033677427563816314,0.00025,0.0,0.00025,0.00025,0.03535559,0.027026806,0.08817720400000001,0.0154004255,,,,
143,959.0,0.0,4862.0,4862.0,165.0,4862.0,0.9962043400000824,3.0,3.0,0.0,,,,0.005322086497826825,0.00760643486546618,0.018182633444666862,3.894285691785626e-05,0.00025,0.0,0.00025,0.00025,0.02452728,0.017301489,0.058902007,0.0032535975,,,,
144,961.0,0.0,4872.0,4872.0,10.0,4872.0,0.9961944400000826,0.0,0.0,0.0,,,,0.015598866826621816,0.0155703223135788,0.03116918914020061,2.8544513043016192e-05,0.00025,0.0,0.00025,0.00025,0.028440338,0.02431789,0.052758228,0.0041224463,,,,
145,967.0,0.0,4896.0,4896.0,24.0,4896.0,0.9961706800000832,0.0,0.0,0.0,,,,0.010439162084973455,0.007363445738991618,0.0160608422011137,2.8980641218367964e-05,0.00025,0.0,0.00025,0.00025,0.026015444,0.015408466000000001,0.040613674,0.004351874,,,,
146,973.0,0.0,4920.0,4920.0,24.0,4920.0,0.9961469200000836,0.0,0.0,0.0,,,,0.013010583905270323,0.016604771345879826,0.046714287251234055,2.827534626703709e-05,0.00025,0.0,0.00025,0.00025,0.025660604,0.02214635,0.06463026,0.0047622393,,,,
147,991.0,0.0,4990.0,4990.0,70.0,4990.0,0.9960776200000852,1.0,1.0,0.0,,,,0.002614566745048958,0.005743510171000964,0.015900544822216034,3.130862387479283e-05,0.00025,0.0,0.00025,0.00025,0.0105979545,0.010893517,0.039280497000000004,0.0040064207,,,,
148,997.0,0.0,5014.0,5014.0,24.0,5014.0,0.9960538600000856,0.0,0.0,0.0,,,,0.00268921526427827,0.00585599227738292,0.015783386304974556,2.4248471163446084e-05,0.00025,0.0,0.00025,0.00025,0.011873645,0.011333520500000001,0.03670878,0.0035942820000000003,,,,
149,1003.0,0.0,5038.0,5038.0,24.0,5038.0,0.9960301000000862,0.0,0.0,0.0,,,,0.005164112935744925,0.007196538982054005,0.015551145188510418,3.3025928132701665e-05,0.00025,0.0,0.00025,0.00025,0.015982032,0.013175593000000001,0.036320362,0.004057883,,,,
150,1009.0,0.0,5062.0,5062.0,24.0,5062.0,0.9960063400000868,0.0,0.0,0.0,,,,0.0052041613865488525,0.007296189834898358,0.0155382938683033,2.9034963517915454e-05,0.00025,0.0,0.00025,0.00025,0.016016953,0.014645018999999999,0.03717649,0.0047602495,0.031345654,0.0046828723999999995,0.03898079,0.026872171
151,1013.0,0.0,5080.0,5080.0,18.0,5080.0,0.9959885200000872,0.0,0.0,0.0,,,,0.0038541841813639617,0.006616660026748161,0.015314575284719469,3.23234053212218e-05,0.00025,0.0,0.00025,0.00025,0.011792697,0.013883063000000001,0.035838276,0.0036189556,,,,
152,1019.0,0.0,5104.0,5104.0,24.0,5104.0,0.9959647600000876,0.0,0.0,0.0,,,,4.067546888109064e-05,9.920386394760832e-06,5.218265869189054e-05,2.5198971343343146e-05,0.00025,0.0,0.00025,0.00025,0.00466467,0.00047071182,0.0051639252,0.0037526296999999998,0.031700563,0.0033051278000000004,0.036762703,0.028540287
153,1025.0,0.0,5128.0,5128.0,24.0,5128.0,0.995941000000088,0.0,0.0,0.0,,,,0.002618271992711622,0.005797720682682478,0.015582362189888952,1.785046151780989e-05,0.00025,0.0,0.00025,0.00025,0.00951101,0.012483272,0.03740757,0.003460315,,,,
154,1043.0,0.0,5200.0,5200.0,72.0,5200.0,0.9958697200000896,1.0,1.0,0.0,,,,0.0060316138955790344,0.007512711772666469,0.015533260069787502,1.6861620679264888e-05,0.00025,0.0,0.00025,0.00025,0.0165966,0.015096668999999998,0.037019387,0.0030988886,0.032380857,0.002485635,0.034952752000000004,0.028655282999999997
155,1049.0,0.0,5224.0,5224.0,24.0,5224.0,0.9958459600000902,0.0,0.0,0.0,,,,0.002664513550068174,0.0057146435436601925,0.01544276624917984,7.643175922567025e-05,0.00025,0.0,0.00025,0.00025,0.009961474,0.011930461000000002,0.036319617,0.0016082960999999998,,,,
156,1055.0,0.0,5248.0,5248.0,24.0,5248.0,0.9958222000000908,0.0,0.0,0.0,,,,0.005591892181352402,0.006776708496798328,0.01533782109618187,0.000342882820405066,0.00025,0.0,0.00025,0.00025,0.024136217,0.01116896,0.035036303,0.0073468136,,,,
157,1073.0,0.0,5321.0,5321.0,73.0,5321.0,0.9957499300000924,1.0,1.0,0.0,,,,0.002508486669588213,0.006529053558323345,0.029422760009765625,0.0007103872485458852,0.00025,0.0,0.00025,0.00025,0.027143812000000003,0.004192502,0.041037492,0.022236857999999998,,,,
158,1081.0,0.0,5353.0,5353.0,32.0,5353.0,0.995718250000093,1.0,1.0,0.0,,,,0.0005777870620866973,3.9059156466308836e-05,0.0006366087472997607,0.0005082491552457213,0.00025,0.0,0.00025,0.00025,0.020129025,0.00088822073,0.021823922000000003,0.019004053,,,,
159,1094.0,0.0,5405.0,5405.0,52.0,5405.0,0.995666770000094,1.0,1.0,0.0,,,,0.009052568139547171,0.011259973339814782,0.030161242932081226,0.00034901825711131096,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.026992892999999997,0.015069118999999999,0.06888558,0.01620233,,,,
160,1100.0,0.0,5429.0,5429.0,24.0,5429.0,0.9956430100000946,0.0,0.0,0.0,,,,0.00914743822067976,0.0118290533965383,0.029887145385146138,0.0002819368964992464,0.00025,0.0,0.00025,0.00025,0.028163666,0.020963779,0.068162665,0.013699565,,,,
161,1101.0,0.0,5433.0,5433.0,4.0,5433.0,0.9956390500000948,0.0,0.0,0.0,,,,,,,,,,,,,,,,,,,
162,1107.0,0.0,5457.0,5457.0,24.0,5457.0,0.9956152900000952,0.0,0.0,0.0,,,,0.003251450229436159,0.0059309470801135,0.01511330995708704,0.0002701493795029819,0.00025,0.0,0.00025,0.00025,0.017467955,0.006546515500000001,0.030469287,0.0131726675,,,,
163,1113.0,0.0,5481.0,5481.0,24.0,5481.0,0.9955915300000956,0.0,0.0,0.0,,,,0.0032213251368375497,0.005937827050537596,0.015096974559128284,0.0002431131579214707,0.00025,0.0,0.00025,0.00025,0.016503807,0.0066056913,0.029696792000000003,0.012600672,,,,
164,1119.0,0.0,5505.0,5505.0,24.0,5505.0,0.9955677700000962,0.0,0.0,0.0,,,,0.012224748742301016,0.014698657302212504,0.030330780893564224,0.00021932966774329543,0.00025,0.0,0.00025,0.00025,0.02400758,0.013469375,0.040784903,0.0127325,0.0056357607,0.0026560545000000003,0.00916871,0.0015273469
165,1132.0,0.0,5557.0,5557.0,52.0,5557.0,0.9955162900000972,1.0,1.0,0.0,,,,0.005530935053684516,0.0071934788892334105,0.01705856435000896,0.00013511277211364361,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.023699723,0.015818164,0.05971379,0.009630976,,,,
166,1146.0,0.0,5611.0,5611.0,54.0,5611.0,0.9954628300000984,1.0,1.0,0.0,,,,0.007834863705703845,0.0060182908967170885,0.01717803068459034,0.003366279182955623,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.05321453,0.006483874000000001,0.06396993,0.039008304,,,,
167,1152.0,0.0,5635.0,5635.0,24.0,5635.0,0.9954390700000991,0.0,0.0,0.0,,,,0.007563988910987973,0.009982270379050322,0.02987944707274437,0.002705081831663847,0.00025,0.0,0.00025,0.00025,0.049447794,0.0028313322,0.054206334,0.04548836,,,,
168,1158.0,0.0,5659.0,5659.0,24.0,5659.0,0.9954153100000996,0.0,0.0,0.0,,,,0.0023141932130480805,0.00019492189111406307,0.0025109685957431798,0.001900802366435528,0.00025,0.0,0.00025,0.00025,0.04423974,0.0014102096,0.046282683,0.042518757000000004,,,,
169,1200.0,0.0,5829.0,5829.0,170.0,5829.0,0.9952470100001032,4.0,4.0,0.0,,,,0.006318233183091728,0.007738315258128029,0.025107108056545258,8.408402209170164e-05,0.00025,0.0,0.00025,0.00025,0.050805262999999996,0.035251673,0.14529695,0.008843736,,,,
170,1206.0,0.0,5853.0,5853.0,24.0,5853.0,0.9952232500001036,0.0,0.0,0.0,,,,0.010835305007640272,0.013229605288526512,0.03427952527999878,0.0009027291671372949,0.00025,0.0,0.00025,0.00025,0.053425602999999995,0.030034535,0.10738071,0.03014773,,,,
171,1212.0,0.0,5877.0,5877.0,24.0,5877.0,0.9951994900001042,0.0,0.0,0.0,,,,0.0038475731038488453,0.006729597893446488,0.01730651222169399,0.0004282835870981216,0.00025,0.0,0.00025,0.00025,0.026951244,0.01462113,0.056118913,0.018179031000000002,,,,
172,1218.0,0.0,5901.0,5901.0,24.0,5901.0,0.9951757300001048,0.0,0.0,0.0,,,,0.0036552009289152923,0.006701427398108856,0.017057383432984352,0.00022530159913003442,0.00025,0.0,0.00025,0.00025,0.023196526000000002,0.013393876,0.04945669999999999,0.01414107,,,,
173,1224.0,0.0,5925.0,5925.0,24.0,5925.0,0.9951519700001052,0.0,0.0,0.0,,,,0.006446855333342683,0.007776198197652685,0.01667872816324234,9.507398499408737e-05,0.00025,0.0,0.00025,0.00025,0.02554721,0.018736628999999998,0.048565786,0.010054471,,,,
174,1230.0,0.0,5949.0,5949.0,24.0,5949.0,0.9951282100001058,0.0,0.0,0.0,,,,0.00951938704456552,0.0126210636220055,0.03164668008685112,6.072508767829277e-05,0.00025,0.0,0.00025,0.00025,0.031997517,0.030860445,0.088083096,0.007995066,,,,
175,1236.0,0.0,5973.0,5973.0,24.0,5973.0,0.9951044500001064,0.0,0.0,0.0,,,,0.0005110587735543959,0.0005300770273638646,0.0012851158389821649,7.408692908938974e-05,0.00025,0.0,0.00025,0.00025,0.024152728,0.01626509,0.048710257,0.010469416,,,,
Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,Total steps,Epsilon,Shaped Training Reward,Training Reward,Update Target Network,Evaluation Reward,Shaped Evaluation Reward,Success Rate,Loss/Mean,Loss/Stdev,Loss/Max,Loss/Min,Learning Rate/Mean,Learning Rate/Stdev,Learning Rate/Max,Learning Rate/Min,Grads (unclipped)/Mean,Grads (unclipped)/Stdev,Grads (unclipped)/Max,Grads (unclipped)/Min,Discounted Return/Mean,Discounted Return/Stdev,Discounted Return/Max,Discounted Return/Min,Q/Mean,Q/Stdev,Q/Max,Q/Min
1,0.0,1.0,24.0,24.0,24.0,24.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
2,0.0,1.0,43.0,43.0,19.0,43.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
3,0.0,1.0,67.0,67.0,24.0,67.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
4,0.0,1.0,119.0,119.0,52.0,119.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
5,0.0,1.0,143.0,143.0,24.0,143.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
6,0.0,1.0,167.0,167.0,24.0,167.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
7,0.0,1.0,191.0,191.0,24.0,191.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
8,0.0,1.0,215.0,215.0,24.0,215.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
9,0.0,1.0,239.0,239.0,24.0,239.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
10,0.0,1.0,258.0,258.0,19.0,258.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
11,0.0,1.0,282.0,282.0,24.0,282.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
12,0.0,1.0,306.0,306.0,24.0,306.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
13,0.0,1.0,330.0,330.0,24.0,330.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
14,0.0,1.0,354.0,354.0,24.0,354.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
15,0.0,1.0,378.0,378.0,24.0,378.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
16,0.0,1.0,402.0,402.0,24.0,402.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
17,0.0,1.0,454.0,454.0,52.0,454.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
18,0.0,1.0,478.0,478.0,24.0,478.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
19,0.0,1.0,532.0,532.0,54.0,532.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,
20,0.0,1.0,556.0,556.0,24.0,556.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
21,0.0,1.0,572.0,572.0,16.0,572.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
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173,1224.0,0.0,5925.0,5925.0,24.0,5925.0,0.9951519700001052,0.0,0.0,0.0,,,,0.006249471031333087,0.0076043216882757175,0.015980303287506104,3.914764602086507e-05,0.00025,0.0,0.00025,0.00025,0.021075847999999998,0.01805463,0.044005204000000006,0.0056407666,0.0,0.0,0.0,0.0,,,,
174,1230.0,0.0,5949.0,5949.0,24.0,5949.0,0.9951282100001058,0.0,0.0,0.0,,,,0.009485703794052823,0.012571420502988932,0.03160708397626877,7.690407073823735e-05,0.00025,0.0,0.00025,0.00025,0.031525372999999995,0.032155044,0.090831816,0.0068840515,0.0,0.0,0.0,0.0,,,,
175,1236.0,0.0,5973.0,5973.0,24.0,5973.0,0.9951044500001064,0.0,0.0,0.0,,,,0.004079585243016481,0.0010825918252929802,0.004961191210895778,0.001986379269510508,0.00025,0.0,0.00025,0.00025,0.06976666,0.01608029,0.08138092599999999,0.037938528,0.0,0.0,0.0,0.0,,,,
1 Episode # Training Iter In Heatup ER #Transitions ER #Episodes Episode Length Total steps Epsilon Shaped Training Reward Training Reward Update Target Network Evaluation Reward Shaped Evaluation Reward Success Rate Loss/Mean Loss/Stdev Loss/Max Loss/Min Learning Rate/Mean Learning Rate/Stdev Learning Rate/Max Learning Rate/Min Grads (unclipped)/Mean Grads (unclipped)/Stdev Grads (unclipped)/Max Grads (unclipped)/Min Discounted Return/Mean Discounted Return/Stdev Discounted Return/Max Discounted Return/Min Q/Mean Q/Stdev Q/Max Q/Min
2 1 0.0 1.0 24.0 24.0 24.0 24.0 1.0 0.0 0.0 0.0 0.0 0.0
3 2 0.0 1.0 43.0 43.0 19.0 43.0 1.0 0.0 0.0 0.0 0.0 0.0
4 3 0.0 1.0 67.0 67.0 24.0 67.0 1.0 0.0 0.0 0.0 0.0 0.0
5 4 0.0 1.0 119.0 119.0 52.0 119.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
6 5 0.0 1.0 143.0 143.0 24.0 143.0 1.0 0.0 0.0 0.0 0.0 0.0
7 6 0.0 1.0 167.0 167.0 24.0 167.0 1.0 0.0 0.0 0.0 0.0 0.0
8 7 0.0 1.0 191.0 191.0 24.0 191.0 1.0 0.0 0.0 0.0 0.0 0.0
9 8 0.0 1.0 215.0 215.0 24.0 215.0 1.0 0.0 0.0 0.0 0.0 0.0
10 9 0.0 1.0 239.0 239.0 24.0 239.0 1.0 0.0 0.0 0.0 0.0 0.0
11 10 0.0 1.0 258.0 258.0 19.0 258.0 1.0 0.0 0.0 0.0 0.0 0.0
12 11 0.0 1.0 282.0 282.0 24.0 282.0 1.0 0.0 0.0 0.0 0.0 0.0
13 12 0.0 1.0 306.0 306.0 24.0 306.0 1.0 0.0 0.0 0.0 0.0 0.0
14 13 0.0 1.0 330.0 330.0 24.0 330.0 1.0 0.0 0.0 0.0 0.0 0.0
15 14 0.0 1.0 354.0 354.0 24.0 354.0 1.0 0.0 0.0 0.0 0.0 0.0
16 15 0.0 1.0 378.0 378.0 24.0 378.0 1.0 0.0 0.0 0.0 0.0 0.0
17 16 0.0 1.0 402.0 402.0 24.0 402.0 1.0 0.0 0.0 0.0 0.0 0.0
18 17 0.0 1.0 454.0 454.0 52.0 454.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
19 18 0.0 1.0 478.0 478.0 24.0 478.0 1.0 0.0 0.0 0.0 0.0 0.0
20 19 0.0 1.0 532.0 532.0 54.0 532.0 1.0 0.0 0.5092956741521227 0.4267174441531693 1.0 0.0
21 20 0.0 1.0 556.0 556.0 24.0 556.0 1.0 0.0 0.0 0.0 0.0 0.0
22 21 0.0 1.0 572.0 572.0 16.0 572.0 1.0 0.0 0.0 0.0 0.0 0.0
23 22 0.0 1.0 587.0 587.0 15.0 587.0 1.0 0.0 0.0 0.0 0.0 0.0
24 23 0.0 1.0 639.0 639.0 52.0 639.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
25 24 0.0 1.0 720.0 720.0 81.0 720.0 1.0 0.0 0.6168588624737614 0.5497029064357096 1.6757290490602832 0.0
26 25 0.0 1.0 744.0 744.0 24.0 744.0 1.0 0.0 0.0 0.0 0.0 0.0
27 26 0.0 1.0 749.0 749.0 5.0 749.0 1.0 0.0 0.0 0.0 0.0 0.0
28 27 0.0 1.0 773.0 773.0 24.0 773.0 1.0 0.0 0.0 0.0 0.0 0.0
29 28 0.0 1.0 775.0 775.0 2.0 775.0 1.0 0.0 0.0 0.0 0.0 0.0
30 29 0.0 1.0 799.0 799.0 24.0 799.0 1.0 0.0 0.0 0.0 0.0 0.0
31 30 0.0 1.0 823.0 823.0 24.0 823.0 1.0 0.0 0.0 0.0 0.0 0.0
32 31 0.0 1.0 875.0 875.0 52.0 875.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
33 32 0.0 1.0 890.0 890.0 15.0 890.0 1.0 0.0 0.0 0.0 0.0 0.0
34 33 0.0 1.0 914.0 914.0 24.0 914.0 1.0 0.0 0.0 0.0 0.0 0.0
35 34 0.0 1.0 938.0 938.0 24.0 938.0 1.0 0.0 0.0 0.0 0.0 0.0
36 35 0.0 1.0 952.0 952.0 14.0 952.0 1.0 0.0 0.0 0.0 0.0 0.0
37 36 0.0 1.0 976.0 976.0 24.0 976.0 1.0 0.0 0.0 0.0 0.0 0.0
38 37 0.0 1.0 1028.0 1028.0 52.0 1028.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
39 38 6.0 0.0 1052.0 1052.0 24.0 1052.0 0.9999762400000004 0.0 0.0 0.0 0.008809432542572418 0.007723307935521007 0.007338498610462072 0.008691501027818427 0.02216402254998684 0.021884284913539886 0.00230021751485765 0.0005902856937609612 0.00025 0.0 0.00025 0.00025 0.16384993 0.12275108 0.05576132 0.062051315 0.27460396 0.20652017 0.094235495 0.057026185 0.0 0.0 0.0 0.0
40 39 19.0 0.0 1104.0 1104.0 52.0 1104.0 0.9999247600000016 1.0 1.0 0.0 0.009637620897802452 0.010191219872257743 0.007892034785343905 0.008092502617475128 0.024342773482203484 0.023009397089481357 0.0002462202683091164 0.00012685428373515606 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.10383153 0.11377643 0.051999837 0.061281793 0.23107877 0.21564877 0.02123044 0.019576559 0.5148012122030814 0.42792094166684 1.0 0.0
41 40 32.0 0.0 1157.0 1157.0 53.0 1157.0 0.9998722900000028 1.0 1.0 0.0 0.005127349065822693 0.005184974918777768 0.007162454285896466 0.00656048625696103 0.0190020240843296 0.017257466912269592 3.460328298388049e-05 0.00017208364442922175 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.05676532 0.06924325 0.042978015 0.047916822000000005 0.13580738 0.18928279 0.0034033053000000002 0.014019213999999999 0.5189050264946156 0.4248965219314306 1.0 0.0
42 41 38.0 0.0 1181.0 1181.0 24.0 1181.0 0.9998485300000032 0.0 0.0 0.0 0.01189243495464325 0.010038568754680456 0.010290614866325409 0.011297969547086091 0.03003283590078354 0.029932364821434018 0.003179667517542839 0.0007546879351139069 0.00025 0.0 0.00025 0.00025 0.08372452 0.06627846 0.013425643999999999 0.023613672999999998 0.11033741 0.10890012 0.07510403 0.03951654 0.0 0.0 0.0 0.0
43 42 44.0 0.0 1205.0 1205.0 24.0 1205.0 0.9998247700000038 0.0 0.0 0.0 0.004687090800143778 0.003278768598102033 0.005149522284099148 0.005809127897136167 0.014931464567780496 0.01489405147731304 0.0012372948694974186 0.0001500326325185597 0.00025 0.0 0.00025 0.00025 0.061001457 0.030057186 0.0065689621999999994 0.01007601 0.06927246 0.046005048 0.05346005 0.014660083999999999 0.0 0.0 0.0 0.0
44 43 65.0 0.0 1289.0 1289.0 84.0 1289.0 0.9997416100000056 2.0 2.0 0.0 0.00801217756816186 0.006760604706869343 0.010300241159138671 0.010524299918393844 0.034629933536052704 0.036026827991008765 7.253623334690927e-05 3.283012483734637e-05 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.078177735 0.045775652 0.057462900000000004 0.033753532999999995 0.22503348 0.11627180000000001 0.014560928999999998 0.006485315 0.8135908526638896 0.5532124566522134 1.6757290490602832 0.0
45 44 71.0 0.0 1313.0 1313.0 24.0 1313.0 0.999717850000006 0.0 0.0 0.0 0.008680243231356143 0.008565261494368316 0.0059048938082495814 0.006277969736355179 0.0160986240953207 0.016983168199658394 0.0035181031562387943 0.002320546656847 0.00025 0.0 0.00025 0.00025 0.070395455 0.08290465 0.008669890999999999 0.018687254 0.07640832 0.110544965 0.053354487 0.05857536 0.0 0.0 0.0 0.0
46 45 77.0 0.0 1337.0 1337.0 24.0 1337.0 0.9996940900000066 0.0 0.0 0.0 0.013569266302511096 0.00974413594813086 0.008773577518760955 0.007084497246567487 0.021129721775650975 0.016053197905421257 0.0027480821590870623 0.00015109594096429646 0.00025 0.0 0.00025 0.00025 0.091433786 0.048040897 0.022069203 0.018421668999999998 0.11515117400000001 0.06876051400000001 0.06375120599999999 0.014937691000000001 0.0 0.0 0.0 0.0
47 46 90.0 0.0 1389.0 1389.0 52.0 1389.0 0.9996426100000078 1.0 1.0 0.0 0.00653011241229251 0.005117366908507393 0.008325186536284418 0.00946684747450035 0.028388511389493942 0.03045239858329296 0.000695023569278419 2.0709729142254222e-05 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.057928503 0.02226848 0.015873564 0.025380919 0.09160549 0.09392333 0.024913505 0.0056342473 0.5148012122030814 0.42792094166684 1.0 0.0
48 47 96.0 0.0 1413.0 1413.0 24.0 1413.0 0.9996188500000084 0.0 0.0 0.0 0.006373934273142368 0.006272830460511613 0.011730373895012506 0.012282149599513112 0.029833883047103882 0.030837094411253933 0.000399197859223932 9.77436066023074e-05 0.00025 0.0 0.00025 0.00025 0.044936265999999996 0.025293237000000003 0.023813495 0.021049015 0.09202541 0.06712865 0.02878177 0.010414299999999998 0.0 0.0 0.0 0.0
49 48 102.0 0.0 1437.0 1437.0 24.0 1437.0 0.9995950900000088 0.0 0.0 0.0 0.005921708873938769 0.003099089351599105 0.007532180965354416 0.005990483908412009 0.020661933347582817 0.015080001205205916 0.00028874090639874334 6.881944136694074e-05 0.00025 0.0 0.00025 0.00025 0.098436125 0.017307457 0.05352401 0.010761092 0.17505349 0.038459517 0.026633995 0.008341421 0.0 0.0 0.0 0.0
50 49 133.0 0.0 1559.0 1559.0 122.0 1559.0 0.9994743100000114 2.0 2.0 0.0 0.0063618824560156394 0.005115309569252228 0.008149666468595341 0.008917208874340945 0.028664812445640564 0.030435174703598026 0.00015527087089139968 4.955196709488519e-05 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.047250517 0.022011546 0.014298008000000001 0.018408636000000003 0.08663422 0.07923486 0.013891779 0.006419398000000001 0.7701711530717474 0.5253552177520254 1.617290140942288 0.0
51 50 139.0 0.0 1583.0 1583.0 24.0 1583.0 0.999450550000012 0.0 0.0 0.0 0.000184169401715432 0.00011662746085979353 0.00010822038324747464 2.72547552523363e-05 0.0003878794377669692 0.0001544542028568685 7.890182314440608e-05 6.623326044064015e-05 0.00025 0.0 0.00025 0.00025 0.014431371 0.010703281499999998 0.0012744657 0.0025673101 0.01615113 0.014454662 0.013098435 0.0064462414 0.0 0.0 0.0 0.0
52 51 144.0 0.0 1602.0 1602.0 19.0 1602.0 0.9994317400000124 0.0 0.0 0.0 0.005035348403907847 0.003168367207399569 0.007773916261634444 0.006200342109449437 0.020235955715179443 0.015569018200039862 8.129945490509273e-05 4.852278652833775e-05 0.00025 0.0 0.00025 0.00025 0.053577524 0.016308283 0.044872925 0.017385913 0.10907765 0.05096331 0.014805587 0.005905103 0.0 0.0 0.0 0.0
53 52 157.0 0.0 1654.0 1654.0 52.0 1654.0 0.9993802600000136 1.0 1.0 0.0 0.009324849312319064 0.00719313952252448 0.013306331941527524 0.011431002152477636 0.038388952612876885 0.03095918893814087 0.0001672016514930874 3.5617144021671265e-05 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.06433517 0.022098064 0.046922125 0.02129928 0.17002252 0.065730974 0.018143509 0.004528961 0.5148012122030814 0.42792094166684 1.0 0.0
54 53 163.0 0.0 1678.0 1678.0 24.0 1678.0 0.999356500000014 0.0 0.0 0.0 0.005096160835819319 0.008205748163163662 0.006894174662361799 0.008625257592795239 0.014933434315025806 0.02046930231153965 5.1351700676605105e-05 0.0016463426873087885 0.00025 0.0 0.00025 0.00025 0.0329674 0.065605864 0.022972648999999998 0.01912311 0.06673027 0.09649341 0.010487873 0.04891361 0.0 0.0 0.0 0.0
55 54 169.0 0.0 1702.0 1702.0 24.0 1702.0 0.9993327400000144 0.0 0.0 0.0 0.010674443532479929 0.009776219968140746 0.0076592942424930045 0.008104041629449948 0.01950754784047604 0.018650658428668976 0.0005811635055579245 0.0005448732990771532 0.00025 0.0 0.00025 0.00025 0.06840405 0.06735689 0.028651975 0.030116422 0.10810798 0.12032811 0.03006854 0.03497977 0.0 0.0 0.0 0.0
56 55 175.0 0.0 1726.0 1726.0 24.0 1726.0 0.999308980000015 0.0 0.0 0.0 0.006557744015784313 0.007286246051080525 0.008008875943025365 0.006543273984608546 0.017952360212802887 0.016807261854410168 0.0007656335365027188 0.0014783700462430716 0.00025 0.0 0.00025 0.00025 0.05232818 0.08558001 0.019876337 0.027342533999999998 0.08895180400000001 0.12053025 0.03752851 0.056631337999999996 0.0 0.0 0.0 0.0
57 56 181.0 0.0 1750.0 1750.0 24.0 1750.0 0.9992852200000156 0.0 0.0 0.0 0.007173240320601811 0.003023034073218393 0.005321782385060679 0.005406246867494345 0.018481845036149025 0.015100922435522081 0.001444129622541368 0.0003046006313525141 0.00025 0.0 0.00025 0.00025 0.08196667 0.030170082999999997 0.026167983 0.009698942 0.11220992 0.041928608 0.027613882000000003 0.01698459 0.0 0.0 0.0 0.0
58 57 187.0 0.0 1774.0 1774.0 24.0 1774.0 0.9992614600000159 0.0 0.0 0.0 0.006055183437032004 0.0027286505185960173 0.004716656271213302 0.005549230205724402 0.016535185277462006 0.015135985799133778 0.0031421936582773924 0.00013659734395332634 0.00025 0.0 0.00025 0.00025 0.06757239 0.02250269 0.007815507 0.010312502 0.07835772 0.044134747 0.056191646 0.012605100000000001 0.0 0.0 0.0 0.0
59 58 193.0 0.0 1798.0 1798.0 24.0 1798.0 0.9992377000000164 0.0 0.0 0.0 0.010950791339079537 0.007845649170728091 0.008248426948874097 0.007499310297560719 0.020645212382078167 0.016073409467935562 0.002720426768064499 0.00013050762936472893 0.00025 0.0 0.00025 0.00025 0.06141812 0.029828427 0.024581287 0.014331295 0.09091554 0.050840843 0.021803412999999997 0.012319407 0.0 0.0 0.0 0.0
60 59 220.0 0.0 1908.0 1908.0 110.0 1908.0 0.9991288000000188 2.0 2.0 0.0 0.00461148331932135 0.0036655801185824437 0.008005943336133279 0.0077926051462802685 0.03290076181292534 0.031605049967765815 1.8813227143255066e-05 1.419772524968721e-05 0.00025 0.0 0.00025 0.00025 0.025127372000000002 0.018014448 0.023276112999999998 0.018704196 0.08832773599999999 0.07892176 0.0031434065000000002 0.0033598132 0.7347781603138579 0.5322585503081001 1.6111172395328652 0.0
61 60 238.0 0.0 1978.0 1978.0 70.0 1978.0 0.9990595000000204 1.0 1.0 0.0 0.004323786541337743 0.0066575220276313815 0.008660150935322046 0.010036970298762172 0.031062595546245575 0.038406714797019965 8.590329343860503e-06 6.156666131573729e-06 0.00025 0.0 0.00025 0.00025 0.012875605 0.042259417 0.018633595 0.02627874 0.060437843 0.09399327 0.0018617180999999999 0.0018394047 0.4632442156281665 0.4189166060043126 1.0 0.0
62 61 244.0 0.0 2002.0 2002.0 24.0 2002.0 0.9990357400000208 0.0 0.0 0.0 0.005675381749218407 0.007740966102574021 0.007437224025871941 0.00808817303965532 0.016694515943527218 0.019291138276457787 2.1987842046655715e-05 0.001930618775077164 0.00025 0.0 0.00025 0.00025 0.024053952000000003 0.045918804 0.020804817 0.017147653 0.054064706 0.06980745 0.0036673825 0.015855208 0.0 0.0 0.0 0.0
63 62 250.0 0.0 2026.0 2026.0 24.0 2026.0 0.9990119800000214 0.0 0.0 0.0 0.007154383890641231 0.006595474454419065 0.008011559929116776 0.006434872333701438 0.01863311603665352 0.016044048592448238 0.001355357002466917 0.0008495437214151026 0.00025 0.0 0.00025 0.00025 0.045024782 0.04240788 0.015170981000000002 0.0071685486 0.067237005 0.049327612 0.03206232 0.028804446 0.0 0.0 0.0 0.0
64 63 256.0 0.0 2050.0 2050.0 24.0 2050.0 0.9989882200000219 0.0 0.0 0.0 0.01276869175489992 0.010303143004421143 0.008160726147513632 0.006749828650874299 0.01873155310750008 0.01519460417330265 0.0012040964793413875 0.0007509461138397455 0.00025 0.0 0.00025 0.00025 0.04977035 0.03849313 0.013771209 0.007978779 0.06390417 0.0494787 0.030604383 0.028150769 0.0 0.0 0.0 0.0
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