coach/rl_coach/traces/ExplorationChain_Dueling_DDQN/trace.csv at 72a1d9d426004269997f8b40bdd64f8ee582d91e

gryf/coach

mirror of https://github.com/gryf/coach.git synced 2026-01-09 07:14:19 +01:00

Files

Itai Caspi 72a1d9d426 Itaicaspi/episode reset refactoring (#105 )

* reordering of the episode reset operation and allowing to store episodes only when they are terminated

* reordering of the episode reset operation and allowing to store episodes only when they are terminated

* revert tensorflow-gpu to 1.9.0 + bug fix in should_train()

* tests readme file and refactoring of policy optimization agent train function

* Update README.md

* Update README.md

* additional policy optimization train function simplifications

* Updated the traces after the reordering of the environment reset

* docker and jenkins files

* updated the traces to the ones from within the docker container

* updated traces and added control suite to the docker

* updated jenkins file with the intel proxy + updated doom basic a3c test params

* updated line breaks in jenkins file

* added a missing line break in jenkins file

* refining trace tests ignored presets + adding a configurable beta entropy value

* switch the order of trace and golden tests in jenkins + fix golden tests processes not killed issue

* updated benchmarks for dueling ddqn breakout and pong

* allowing dynamic updates to the loss weights + bug fix in episode.update_returns

* remove docker and jenkins file

2018-09-04 15:07:54 +03:00

55 KiB

Raw Blame History

1	Episode #	Training Iter	In Heatup	ER #Transitions	ER #Episodes	Episode Length	Total steps	Epsilon	Shaped Training Reward	Training Reward	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
2	1	0.0	1.0	27.0	27.0	27.0	27.0	1.0
3	2	0.0	1.0	54.0	54.0	27.0	54.0	1.0
4	3	0.0	1.0	81.0	81.0	27.0	81.0	1.0
5	4	0.0	1.0	108.0	108.0	27.0	108.0	1.0
6	5	0.0	1.0	135.0	135.0	27.0	135.0	1.0
7	6	0.0	1.0	162.0	162.0	27.0	162.0	1.0
8	7	0.0	1.0	189.0	189.0	27.0	189.0	1.0
9	8	0.0	1.0	216.0	216.0	27.0	216.0	1.0
10	9	0.0	1.0	243.0	243.0	27.0	243.0	1.0
11	10	0.0	1.0	270.0	270.0	27.0	270.0	1.0
12	11	0.0	1.0	297.0	297.0	27.0	297.0	1.0
13	12	0.0	1.0	324.0	324.0	27.0	324.0	1.0
14	13	0.0	1.0	351.0	351.0	27.0	351.0	1.0
15	14	0.0	1.0	378.0	378.0	27.0	378.0	1.0
16	15	0.0	1.0	405.0	405.0	27.0	405.0	1.0
17	16	0.0	1.0	432.0	432.0	27.0	432.0	1.0
18	17	0.0	1.0	459.0	459.0	27.0	459.0	1.0
19	18	0.0	1.0	486.0	486.0	27.0	486.0	1.0
20	19	0.0	1.0	513.0	513.0	27.0	513.0	1.0
21	20	0.0	1.0	540.0	540.0	27.0	540.0	1.0
22	21	0.0	1.0	567.0	567.0	27.0	567.0	1.0
23	22	0.0	1.0	594.0	594.0	27.0	594.0	1.0
24	23	0.0	1.0	621.0	621.0	27.0	621.0	1.0
25	24	0.0	1.0	648.0	648.0	27.0	648.0	1.0
26	25	0.0	1.0	675.0	675.0	27.0	675.0	1.0
27	26	0.0	1.0	702.0	702.0	27.0	702.0	1.0
28	27	0.0	1.0	729.0	729.0	27.0	729.0	1.0
29	28	0.0	1.0	756.0	756.0	27.0	756.0	1.0
30	29	0.0	1.0	783.0	783.0	27.0	783.0	1.0
31	30	0.0	1.0	810.0	810.0	27.0	810.0	1.0
32	31	0.0	1.0	837.0	837.0	27.0	837.0	1.0
33	32	0.0	1.0	864.0	864.0	27.0	864.0	1.0
34	33	0.0	1.0	891.0	891.0	27.0	891.0	1.0
35	34	0.0	1.0	918.0	918.0	27.0	918.0	1.0
36	35	0.0	1.0	945.0	945.0	27.0	945.0	1.0
37	36	0.0	1.0	972.0	972.0	27.0	972.0	1.0
38	37	0.0	1.0	999.0	999.0	27.0	999.0	1.0
39	38	0.0	1.0	1026.0	1026.0	27.0	1026.0	1.0
40	39	7.0	0.0	1053.0	1053.0	27.0	1053.0	0.99955	0.003	0.003	0.005696820136758366	0.005609343803752985	0.016603311523795128	0.0009459923603571954	0.00025	0.0	0.00025	0.00025	0.1492672	0.07065262	0.25869274	0.07305537
41	40	14.0	0.0	1080.0	1080.0	27.0	1080.0	0.9991	0.005	0.005	0.0032385182234325573	0.0024909497027390823	0.00907747447490692	0.001347685232758522	0.00025	0.0	0.00025	0.00025	0.110036574	0.042834114000000006	0.15932825	0.040757805
42	41	20.0	0.0	1107.0	1107.0	27.0	1107.0	0.99865	0.001	0.001	0.002886970129717762	0.001313888980419786	0.004473939538002014	0.0007740733562968671	0.00025	0.0	0.00025	0.00025	0.10539455	0.042856738	0.17721559	0.050446797	0.008029539	0.013952359	0.021981899	-0.0059228195
43	42	27.0	0.0	1134.0	1134.0	27.0	1134.0	0.9982000000000002	0.003	0.003	0.0019375285288939874	0.0004733148335562676	0.0025565968826413155	0.0010043361689895394	0.00025	0.0	0.00025	0.00025	0.09192035	0.02720584	0.120812625	0.047501307
44	43	34.0	0.0	1161.0	1161.0	27.0	1161.0	0.9977500000000002	0.005	0.005	0.002128823809990925	0.001578523002924651	0.005437921732664107	0.0007503557717427611	0.00025	0.0	0.00025	0.00025	0.09085008	0.058275037	0.19596353	0.022337144
45	44	41.0	0.0	1188.0	1188.0	27.0	1188.0	0.9973000000000004	0.008	0.008	0.0013143560707768694	0.0009134054607883881	0.0027854852378368373	0.00047902279766276484	0.00025	0.0	0.00025	0.00025	0.0734901	0.060282614000000005	0.17191578	0.016336063
46	45	47.0	0.0	1215.0	1215.0	27.0	1215.0	0.9968500000000003	0.009000000000000001	0.009000000000000001	0.001217749804103126	0.0006763958628242268	0.002404030878096819	0.0006793440552428365	0.00025	0.0	0.00025	0.00025	0.07319702	0.017175825	0.110239506	0.05825127
47	46	54.0	0.0	1242.0	1242.0	27.0	1242.0	0.9964000000000004	0.009000000000000001	0.009000000000000001	0.002465849742293358	0.0013364967539577664	0.004344360902905464	0.0008129863999783992	0.00025	0.0	0.00025	0.00025	0.08852645	0.047381535	0.16498294	0.037287652000000004
48	47	61.0	0.0	1269.0	1269.0	27.0	1269.0	0.9959500000000004	0.013000000000000005	0.013000000000000005	0.002639234066009521	0.001153160044543399	0.005356910172849894	0.0017218191642314196	0.00025	0.0	0.00025	0.00025	0.070592515	0.01736989	0.10542367400000001	0.049993847
49	48	68.0	0.0	1296.0	1296.0	27.0	1296.0	0.9955000000000004	0.002	0.002	0.001718230146382536	0.00046184495774011084	0.00279656215570867	0.0013568586437031627	0.00025	0.0	0.00025	0.00025	0.05178819	0.018986700000000002	0.09231258	0.034460165
50	49	74.0	0.0	1323.0	1323.0	27.0	1323.0	0.9950500000000004	0.013000000000000005	0.013000000000000005	0.001794896981058021	0.0005960303747662807	0.0027851287741214037	0.0010148212313652039	0.00025	0.0	0.00025	0.00025	0.057906955	0.010562511	0.07348026	0.04318262
51	50	81.0	0.0	1350.0	1350.0	27.0	1350.0	0.9946000000000006	0.0	0.0	0.002127736962089936	0.0006128818445248198	0.003040441777557134	0.0014218324795365336	0.00025	0.0	0.00025	0.00025	0.056013044000000005	0.014435648999999998	0.07635035	0.042513322
52	51	88.0	0.0	1377.0	1377.0	27.0	1377.0	0.9941500000000006	0.010000000000000002	0.010000000000000002	0.0017696848288843675	0.001429989572959961	0.005011287983506918	0.0005780052160844207	0.00025	0.0	0.00025	0.00025	0.057563942	0.03491335	0.12339022	0.014365177
53	52	95.0	0.0	1404.0	1404.0	27.0	1404.0	0.9937000000000008	0.0	0.0	0.0010393268478635167	0.0005928357331651728	0.002456439658999443	0.0005900312680751085	0.00025	0.0	0.00025	0.00025	0.045467815999999994	0.016686164	0.08275489999999999	0.028625159
54	53	101.0	0.0	1431.0	1431.0	27.0	1431.0	0.9932500000000009	0.002	0.002	0.0006972064972311879	0.0003672847590741666	0.001415341277606785	0.0002850736491382122	0.00025	0.0	0.00025	0.00025	0.044804897	0.022274327000000003	0.092979155	0.026734376
55	54	108.0	0.0	1458.0	1458.0	27.0	1458.0	0.9928000000000008	0.011000000000000005	0.011000000000000005	0.001235290333473434	0.00045975845336486843	0.0017925561405718329	0.0003933081170544028	0.00025	0.0	0.00025	0.00025	0.0448923	0.020938253	0.07335161400000001	0.016306205
56	55	115.0	0.0	1485.0	1485.0	27.0	1485.0	0.9923500000000008	0.002	0.002	0.002849071403034032	0.002611425620503849	0.00891245622187853	0.0007116042543202639	0.00025	0.0	0.00025	0.00025	0.082497366	0.05879867	0.20365009	0.019496553
57	56	122.0	0.0	1512.0	1512.0	27.0	1512.0	0.9919000000000008	0.001	0.001	0.002308433210211141	0.0005896494482781152	0.0030913082882761955	0.0014119092375040054	0.00025	0.0	0.00025	0.00025	0.08044559	0.019321222	0.10837777	0.045027383	0.061552115	0.04412221	0.13245986	0.014566785
58	57	128.0	0.0	1539.0	1539.0	27.0	1539.0	0.9914500000000008	0.005	0.005	0.001995930574291075	0.0007295968411990872	0.002820512978360057	0.0008425070554949343	0.00025	0.0	0.00025	0.00025	0.061934363	0.017174098999999998	0.096971914	0.043384205999999995
59	58	135.0	0.0	1566.0	1566.0	27.0	1566.0	0.991000000000001	0.002	0.002	0.002093438000883907	0.00022769604450162647	0.002429269254207611	0.001777786645106971	0.00025	0.0	0.00025	0.00025	0.06339439999999999	0.0120875	0.08011993	0.04445963	-0.1065462	0.024106987000000003	-0.08243921400000001	-0.13065319
60	59	142.0	0.0	1593.0	1593.0	27.0	1593.0	0.990550000000001	0.004	0.004	0.0014569394448439455	0.000755065029853036	0.002800249261781573	0.0004755817062687129	0.00025	0.0	0.00025	0.00025	0.055783965	0.025435383	0.106049515	0.020829685	0.013965884	0.0045341999999999995	0.018500084	0.009431684000000001
61	60	149.0	0.0	1620.0	1620.0	27.0	1620.0	0.9901000000000012	0.0	0.0	0.0013458032751389381	0.0018676203150980067	0.005895753391087054	0.0003426168113946915	0.00025	0.0	0.00025	0.00025	0.04962332	0.03604278	0.13441198	0.022757898999999998
62	61	155.0	0.0	1647.0	1647.0	27.0	1647.0	0.9896500000000013	0.002	0.002	0.0007698487437058551	0.0005215421837175434	0.0016937537584453821	0.000180882794666104	0.00025	0.0	0.00025	0.00025	0.040516384	0.01702034	0.057624858	0.018066382
63	62	162.0	0.0	1674.0	1674.0	27.0	1674.0	0.9892000000000012	0.008	0.008	0.0015745738928671926	0.0007541066517604409	0.002804601565003395	0.0008689584210515022	0.00025	0.0	0.00025	0.00025	0.056257594	0.0292742	0.11187123	0.018502077	-0.0121637825	0.0018853359	-0.010278447	-0.014049118000000001
64	63	169.0	0.0	1701.0	1701.0	27.0	1701.0	0.9887500000000012	0.008	0.008	0.0014967873077174382	0.0004606747794600773	0.002319014398381114	0.0009284964180551467	0.00025	0.0	0.00025	0.00025	0.046657987000000005	0.020646686	0.09063431599999999	0.023182848
65	64	176.0	0.0	1728.0	1728.0	27.0	1728.0	0.9883000000000012	0.003	0.003	0.0018353702866339254	0.00048708362924371483	0.002586312126368284	0.0012498071882873776	0.00025	0.0	0.00025	0.00025	0.060864378	0.019667082	0.09677682	0.030158997000000003
66	65	182.0	0.0	1755.0	1755.0	27.0	1755.0	0.9878500000000012	0.0	0.0	0.0015890126427014668	0.00021841442290352858	0.0019458918832242489	0.0013005107175558805	0.00025	0.0	0.00025	0.00025	0.06036797	0.020798352	0.08993463	0.023565432	-0.14615344	0.04293634	-0.103217095	-0.18908978
67	66	189.0	0.0	1782.0	1782.0	27.0	1782.0	0.9874000000000014	0.002	0.002	0.0008300485399862131	0.0003627343480750667	0.0015248083509504795	0.0003712180186994374	0.00025	0.0	0.00025	0.00025	0.048272815	0.027426586	0.104306325	0.022016493999999998
68	67	196.0	0.0	1809.0	1809.0	27.0	1809.0	0.9869500000000014	0.002	0.002	0.00183910592126527	0.0005493803131206669	0.0026159523986279964	0.0007281203288584948	0.00025	0.0	0.00025	0.00025	0.055346097999999996	0.01899816	0.08198261	0.03236871
69	68	203.0	0.0	1836.0	1836.0	27.0	1836.0	0.9865000000000016	0.005	0.005	0.0021898878372407387	0.0017890866238725446	0.006398564204573631	0.0008626417256891727	0.00025	0.0	0.00025	0.00025	0.07346102	0.040940035	0.16549435	0.036278967
70	69	209.0	0.0	1863.0	1863.0	27.0	1863.0	0.9860500000000016	0.0	0.0	0.0010930997183701645	0.000571837753272443	0.002246545162051916	0.0006368894828483463	0.00025	0.0	0.00025	0.00025	0.041670874	0.028167916	0.09748171	0.019053867
71	70	216.0	0.0	1890.0	1890.0	27.0	1890.0	0.9856000000000016	0.005	0.005	0.0006358537696845209	0.00015287330819586917	0.0008086839807219802	0.0003563104837667197	0.00025	0.0	0.00025	0.00025	0.032416496	0.009217558	0.047667425	0.020072185	0.010271975	0.0035904972	0.013862471999999999	0.006681477700000001
72	71	223.0	0.0	1917.0	1917.0	27.0	1917.0	0.9851500000000016	0.009000000000000001	0.009000000000000001	0.0011016072364457485	0.00038543584380331693	0.0015140667092055082	0.00026028507272712886	0.00025	0.0	0.00025	0.00025	0.033501672999999996	0.010567812	0.044596538	0.011239888
73	72	230.0	0.0	1944.0	1944.0	27.0	1944.0	0.9847000000000016	0.014000000000000005	0.014000000000000005	0.0027708507342530148	0.0009960485696455523	0.005003403872251511	0.0017029009759426115	0.00025	0.0	0.00025	0.00025	0.05773156	0.018944254	0.08763192	0.038216006000000004	0.0010058694	0.0028204052000000003	0.0038262745	-0.0018145357999999998
74	73	236.0	0.0	1971.0	1971.0	27.0	1971.0	0.9842500000000016	0.010000000000000002	0.010000000000000002	0.0019586431056571505	0.0009727184229425106	0.003245516214519739	0.0006533799460157753	0.00025	0.0	0.00025	0.00025	0.08430916	0.03350362	0.1418286	0.036572102
75	74	243.0	0.0	1998.0	1998.0	27.0	1998.0	0.9838000000000018	0.0	0.0	0.0015667583987427256	0.00030477918597957585	0.002067385008558631	0.0011584637686610222	0.00025	0.0	0.00025	0.00025	0.07819793400000001	0.017473496	0.107671104	0.04736733	-0.13093741	0.047957987	-0.082979426	-0.17889539999999998
76	75	250.0	0.0	2025.0	2025.0	27.0	2025.0	0.9833500000000018	0.010000000000000002	0.010000000000000002	0.0020346554229035974	0.0013509293515398318	0.004881543107330799	0.00066611438523978	0.00025	0.0	0.00025	0.00025	0.048181716	0.026327481	0.09790864	0.019188223	0.020757075	0.007886508	0.031534664	0.0110758385
77	76	257.0	0.0	2052.0	2052.0	27.0	2052.0	0.982900000000002	0.005	0.005	0.0015976718693439446	0.00039734862054423184	0.0020806719549000268	0.0010151226306334136	0.00025	0.0	0.00025	0.00025	0.06702166	0.016166661000000002	0.09468761	0.051020737999999996
78	77	263.0	0.0	2079.0	2079.0	27.0	2079.0	0.982450000000002	0.002	0.002	0.002200450408660496	0.0008225604403156289	0.002986256964504719	0.0006349647301249206	0.00025	0.0	0.00025	0.00025	0.0742105	0.022037959	0.096021935	0.03878133	-0.11125372	0.008496281	-0.10275744	-0.11975
79	78	270.0	0.0	2106.0	2106.0	27.0	2106.0	0.9820000000000021	0.006999999999999999	0.006999999999999999	0.0011840401275549086	0.0003583854919118358	0.0017369692213833332	0.0007858063327148558	0.00025	0.0	0.00025	0.00025	0.040527213	0.0128712095	0.062023465	0.025578775
80	79	277.0	0.0	2133.0	2133.0	27.0	2133.0	0.981550000000002	0.001	0.001	0.0007519356232868242	0.00021975850239531122	0.0010531330481171608	0.00037775750388391316	0.00025	0.0	0.00025	0.00025	0.039409007999999995	0.015936231000000002	0.06128763	0.012077746	0.008021496	0.020134058	0.028155554	-0.012112563
81	80	284.0	0.0	2160.0	2160.0	27.0	2160.0	0.981100000000002	0.002	0.002	0.001683104770823515	0.0009524102421696312	0.003687541233375669	0.00030931472429074347	0.00025	0.0	0.00025	0.00025	0.04923377599999999	0.019654881000000003	0.0858276	0.021852415
82	81	290.0	0.0	2187.0	2187.0	27.0	2187.0	0.980650000000002	0.0	0.0	0.0012369622903255124	0.000577272881040482	0.0022401532623916864	0.00042335246689617634	0.00025	0.0	0.00025	0.00025	0.045411542	0.01544633	0.057104416	0.01521933
83	82	297.0	0.0	2214.0	2214.0	27.0	2214.0	0.9802000000000022	0.0	0.0	0.0021077294659335166	0.0007863338289195432	0.0030624768696725373	0.0006946033681742848	0.00025	0.0	0.00025	0.00025	0.07293905	0.019418238	0.10399707400000001	0.043881922999999996
84	83	304.0	0.0	2241.0	2241.0	27.0	2241.0	0.9797500000000022	0.006999999999999999	0.006999999999999999	0.0014164234744384885	0.0005197234782000344	0.002375028328970075	0.0006843951996415854	0.00025	0.0	0.00025	0.00025	0.029571127000000003	0.011928484	0.05022943	0.0174888	0.0017800522	0.0066157137	0.008395765999999999	-0.0048356615
85	84	311.0	0.0	2268.0	2268.0	27.0	2268.0	0.9793000000000024	0.0	0.0	0.0016333609985719835	0.0003057430025998002	0.0022243615239858627	0.00123689160682261	0.00025	0.0	0.00025	0.00025	0.04733168	0.015227039	0.07737702	0.026431045
86	85	317.0	0.0	2295.0	2295.0	27.0	2295.0	0.9788500000000024	0.0	0.0	0.0017090381976837914	0.0005430910628157514	0.002819657791405916	0.0010278807021677494	0.00025	0.0	0.00025	0.00025	0.029817546	0.0073263105000000005	0.041878343	0.020939985
87	86	324.0	0.0	2322.0	2322.0	27.0	2322.0	0.9784000000000024	0.001	0.001	0.0013737870031036437	0.00017068505512460145	0.001633478794246912	0.001099824323318899	0.00025	0.0	0.00025	0.00025	0.04840563	0.011798369	0.06882009	0.030423786
88	87	331.0	0.0	2349.0	2349.0	27.0	2349.0	0.9779500000000024	0.006999999999999999	0.006999999999999999	0.0014161815301382116	0.0004495681159425876	0.0023046168498694897	0.0009165656520053744	0.00025	0.0	0.00025	0.00025	0.043880753	0.020849256	0.08956842	0.023091728	0.033223387	0.0159811	0.049204487000000005	0.017242286000000002
89	88	338.0	0.0	2376.0	2376.0	27.0	2376.0	0.9775000000000024	0.002	0.002	0.0012232106278783508	0.00048269204630193826	0.001984196715056896	0.0006516503635793924	0.00025	0.0	0.00025	0.00025	0.03548307	0.0141975125	0.064022824	0.019138148	-0.019938681	0.008232086999999999	-0.011706593999999999	-0.028170768
90	89	344.0	0.0	2403.0	2403.0	27.0	2403.0	0.9770500000000024	0.0	0.0	0.0010022658098023383	0.0003463800726441071	0.0014196174452081325	0.0005656020948663354	0.00025	0.0	0.00025	0.00025	0.04269722	0.019913018	0.07893185	0.024390638
91	90	351.0	0.0	2430.0	2430.0	27.0	2430.0	0.9766000000000026	0.001	0.001	0.0009023632252744088	0.0001355570429928872	0.001093526603654027	0.0007178960950113832	0.00025	0.0	0.00025	0.00025	0.026078245	0.005834015600000001	0.036947567	0.019723395
92	91	358.0	0.0	2457.0	2457.0	27.0	2457.0	0.9761500000000026	0.011000000000000005	0.011000000000000005	0.0014629261983957673	0.0013767819169656806	0.004544366151094437	0.00036002794513478875	0.00025	0.0	0.00025	0.00025	0.05429387	0.029260188	0.11159484	0.019851743999999998
93	92	365.0	0.0	2484.0	2484.0	27.0	2484.0	0.9757000000000028	0.005	0.005	0.001952652744616249	0.0011495180128150652	0.003840738674625753	0.0006900459993630648	0.00025	0.0	0.00025	0.00025	0.033674456	0.010390275	0.045764137	0.018956238	-0.038518198	0.005989461999999999	-0.032528736	-0.04450766
94	93	371.0	0.0	2511.0	2511.0	27.0	2511.0	0.9752500000000028	0.002	0.002	0.0017238214786630126	0.0013196571998307473	0.004565932787954807	0.000510161102283746	0.00025	0.0	0.00025	0.00025	0.03445359	0.02334138	0.08563994	0.018363139
95	94	378.0	0.0	2538.0	2538.0	27.0	2538.0	0.9748000000000028	0.003	0.003	0.002952078318533798	0.00039336094446785325	0.0033021545968949795	0.0022705188021063805	0.00025	0.0	0.00025	0.00025	0.043783497000000005	0.011225243999999999	0.06426322	0.026702905
96	95	385.0	0.0	2565.0	2565.0	27.0	2565.0	0.9743500000000028	0.006999999999999999	0.006999999999999999	0.0023328016645142013	0.0007013237200290643	0.0033696305472403765	0.0012891949154436588	0.00025	0.0	0.00025	0.00025	0.037548963	0.011698813999999998	0.06195471	0.024425957	0.029069752	0.0266856	0.071565084	-0.0017294856
97	96	392.0	0.0	2592.0	2592.0	27.0	2592.0	0.9739000000000028	0.0	0.0	0.0017446671512776188	0.0007549786720194862	0.003226574975997209	0.0009194356389343741	0.00025	0.0	0.00025	0.00025	0.043345507	0.02493563	0.09045039999999999	0.015444003999999999	0.011583793	3.793277e-05	0.011621726	0.01154586
98	97	398.0	0.0	2619.0	2619.0	27.0	2619.0	0.9734500000000028	0.014000000000000005	0.014000000000000005	0.0010344787345578272	0.00028621145348878144	0.001626916229724884	0.0007255183300003409	0.00025	0.0	0.00025	0.00025	0.028231457	0.0059639509999999995	0.039241444	0.01921102
99	98	405.0	0.0	2646.0	2646.0	27.0	2646.0	0.973000000000003	0.0	0.0	0.0016180599535194535	0.00029837696667066885	0.0019242567941546442	0.0011076407972723246	0.00025	0.0	0.00025	0.00025	0.038592752	0.012114515	0.05469962	0.021352863
100	99	412.0	0.0	2673.0	2673.0	27.0	2673.0	0.972550000000003	0.008	0.008	0.0008327529399788805	0.00019709128454767106	0.0012666380498558285	0.0006222811061888932	0.00025	0.0	0.00025	0.00025	0.029653712999999998	0.008803339	0.048876262999999996	0.018842522
101	100	419.0	0.0	2700.0	2700.0	27.0	2700.0	0.9721000000000032	0.003	0.003	0.00047327494082440236	6.803915986590702e-05	0.0005685242358595133	0.0003398373955860734	0.00025	0.0	0.00025	0.00025	0.021041771	0.005514959	0.031705093	0.014687327	-0.0496549	0.02435502	-0.0098455325	-0.08095634
102	101	425.0	0.0	2727.0	2727.0	27.0	2727.0	0.9716500000000032	0.006999999999999999	0.006999999999999999	0.00031725726391111187	0.00013322221122903736	0.0005626509082503617	0.00014627669588662684	0.00025	0.0	0.00025	0.00025	0.014038893	0.0050872015	0.020239573	0.0063048047	-0.03296928	0.018114097	-0.014855183999999999	-0.05108338
103	102	432.0	0.0	2754.0	2754.0	27.0	2754.0	0.9712000000000032	0.001	0.001	0.0014618303879008938	0.0017629924318000364	0.00539346132427454	0.000527277821674943	0.00025	0.0	0.00025	0.00025	0.033375006	0.03352466	0.10806960000000002	0.0148652475
104	103	439.0	0.0	2781.0	2781.0	27.0	2781.0	0.9707500000000032	0.0	0.0	0.0009329174146322268	0.00045990988400643537	0.0018274409230798485	0.0003269091248512268	0.00025	0.0	0.00025	0.00025	0.025524376	0.003951879	0.030346334	0.018397218
105	104	446.0	0.0	2808.0	2808.0	27.0	2808.0	0.9703000000000032	0.0	0.0	0.0007974300616686897	0.0003513606618185198	0.0014223947655409575	0.0004842354101128876	0.00025	0.0	0.00025	0.00025	0.021707353999999998	0.0066636230000000005	0.033801947	0.013497728	-0.04873544	0.005675379	-0.04306006	-0.05441082
106	105	452.0	0.0	2835.0	2835.0	27.0	2835.0	0.9698500000000032	0.0	0.0	0.0013900785221873473	0.0007848570287402002	0.002697861054912209	0.0006188253173604608	0.00025	0.0	0.00025	0.00025	0.036031272	0.021270897	0.075103775	0.013814495
107	106	459.0	0.0	2862.0	2862.0	27.0	2862.0	0.9694000000000034	0.006999999999999999	0.006999999999999999	0.0008732418937142937	0.00029254162727305176	0.0013331393711268902	0.0005166094633750619	0.00025	0.0	0.00025	0.00025	0.03427962	0.01093511	0.055230837000000005	0.023759736	0.024509747000000002	0.0025076633	0.027017409	0.022002082000000003
108	107	466.0	0.0	2889.0	2889.0	27.0	2889.0	0.9689500000000034	0.010000000000000002	0.010000000000000002	0.0011274059236581835	0.0004166741921889122	0.0017952002817764878	0.0005545483436435461	0.00025	0.0	0.00025	0.00025	0.037775043	0.014325069	0.05637905	0.02224459
109	108	473.0	0.0	2916.0	2916.0	27.0	2916.0	0.9685000000000036	0.004	0.004	0.0008956402515260767	0.0006092925549472544	0.001870082691311836	0.00029019374051131313	0.00025	0.0	0.00025	0.00025	0.037373424	0.021949464	0.07668372	0.015125442
110	109	479.0	0.0	2943.0	2943.0	27.0	2943.0	0.9680500000000036	0.006999999999999999	0.006999999999999999	0.0011244544487756989	0.0003591985010430762	0.0016408939845860007	0.0006591175915673375	0.00025	0.0	0.00025	0.00025	0.025390692000000003	0.012740918	0.052080836	0.015002861000000001
111	110	486.0	0.0	2970.0	2970.0	27.0	2970.0	0.9676000000000036	0.002	0.002	0.0008009029043023475	0.0006511399960698562	0.002161013660952449	0.00019156541384290904	0.00025	0.0	0.00025	0.00025	0.043817174	0.02342505	0.086463556	0.01625401
112	111	493.0	0.0	2997.0	2997.0	27.0	2997.0	0.9671500000000036	0.001	0.001	0.0005375501163403637	0.0003648218257307552	0.0011345576494932177	0.00019450670515652743	0.00025	0.0	0.00025	0.00025	0.034360882	0.011048539	0.052369144000000006	0.022043128
113	112	500.0	0.0	3024.0	3024.0	27.0	3024.0	0.9667000000000036	0.005	0.005	0.0015047255105205945	0.000532968252275292	0.0025539463385939602	0.0007184387650340796	0.00025	0.0	0.00025	0.00025	0.044363032999999996	0.0076120319999999995	0.056932557	0.030623822999999998
114	113	506.0	0.0	3051.0	3051.0	27.0	3051.0	0.9662500000000036	0.005	0.005	0.0016758815812257428	0.00035962414079928636	0.002292993478477001	0.0012169440742582085	0.00025	0.0	0.00025	0.00025	0.03690566	0.014923628999999999	0.054177437	0.015622721000000001	0.042526994000000005	0.0034349784	0.045961972000000004	0.039092015
115	114	513.0	0.0	3078.0	3078.0	27.0	3078.0	0.9658000000000038	0.003	0.003	0.0012472494078489642	0.0003729614970285169	0.001859457232058048	0.0007658432004973293	0.00025	0.0	0.00025	0.00025	0.057913344000000005	0.015474766499999999	0.074972086	0.029097209	-0.033566162000000004	0.016511623	-0.01705454	-0.050077785
116	115	520.0	0.0	3105.0	3105.0	27.0	3105.0	0.9653500000000038	0.001	0.001	0.0007275692519864865	0.00019367324648649907	0.001021834439598024	0.0003517016302794218	0.00025	0.0	0.00025	0.00025	0.03467895	0.014062901000000001	0.057265422999999996	0.012390755
117	116	527.0	0.0	3132.0	3132.0	27.0	3132.0	0.964900000000004	0.013000000000000005	0.013000000000000005	0.000925727783136868	0.0006760592540684233	0.0020143555011600256	0.00014696444850414991	0.00025	0.0	0.00025	0.00025	0.02791558	0.014248776000000001	0.05197261	0.009040486	-0.04115082	0.024549542	-0.021417597000000003	-0.09291048
118	117	533.0	0.0	3159.0	3159.0	27.0	3159.0	0.964450000000004	0.008	0.008	0.0007764537755671577	0.0005449803619659371	0.0017755478620529175	0.000154892448335886	0.00025	0.0	0.00025	0.00025	0.020407753	0.010401373	0.034049284	0.006279865	-0.019604042	0.01383838	-0.005466411	-0.033548135
119	118	540.0	0.0	3186.0	3186.0	27.0	3186.0	0.9640000000000041	0.002	0.002	0.0010130528753506949	0.000727285696210078	0.0019939232151955366	0.00022821921447757632	0.00025	0.0	0.00025	0.00025	0.027435021	0.016498672	0.051086392	0.008954133000000001
120	119	547.0	0.0	3213.0	3213.0	27.0	3213.0	0.963550000000004	0.012000000000000005	0.012000000000000005	0.0010943564203833894	0.0003436918028597417	0.0015588966198265553	0.0006084853666834532	0.00025	0.0	0.00025	0.00025	0.030307413999999998	0.008527126	0.042149864	0.018480708999999998	-0.017762193	0.00015932322	-0.01760287	-0.017921516999999998
121	120	554.0	0.0	3240.0	3240.0	27.0	3240.0	0.963100000000004	0.0	0.0	0.0007506740637057063	0.0005676495693590726	0.0016484864754602313	0.00014902162365615368	0.00025	0.0	0.00025	0.00025	0.021570105	0.011949475	0.04641766	0.009533866
122	121	560.0	0.0	3267.0	3267.0	27.0	3267.0	0.962650000000004	0.002	0.002	0.0009852859560245026	0.00033743814492474307	0.0015055476687848568	0.0006474623223766685	0.00025	0.0	0.00025	0.00025	0.025116205	0.00754936	0.03874373	0.017609112	-0.025325611	0.020470973	-0.004854638	-0.045796584
123	122	567.0	0.0	3294.0	3294.0	27.0	3294.0	0.9622000000000042	0.002	0.002	0.0006835076201241463	0.00025987292305222024	0.0010953722521662712	0.0004118214128538966	0.00025	0.0	0.00025	0.00025	0.027853718	0.0059159063	0.03616069	0.020324629	-0.06315829	0.040487945	-0.022670344	-0.10364623
124	123	574.0	0.0	3321.0	3321.0	27.0	3321.0	0.9617500000000042	0.003	0.003	0.0006893372254645718	0.00029108461573275	0.0010516121983528137	0.00022574531612917784	0.00025	0.0	0.00025	0.00025	0.028130595	0.015037625	0.046419818	0.006903118000000001	-0.042690635	0.02987768	-0.012812953	-0.07256831
125	124	581.0	0.0	3348.0	3348.0	27.0	3348.0	0.9613000000000044	0.001	0.001	0.0009155933346067156	0.0005960315100945352	0.00197601574473083	0.0002510610211174935	0.00025	0.0	0.00025	0.00025	0.03042308	0.015400823000000001	0.049311712	0.009827945	-0.056418054	0.0074480046	-0.048970047	-0.06386606
126	125	587.0	0.0	3375.0	3375.0	27.0	3375.0	0.9608500000000044	0.001	0.001	0.0011268278443215725	0.0014133867078826245	0.004233488347381353	0.00019628198060672733	0.00025	0.0	0.00025	0.00025	0.03167114	0.022354007000000002	0.08014192	0.01116465
127	126	594.0	0.0	3402.0	3402.0	27.0	3402.0	0.9604000000000044	0.0	0.0	0.0006848891110469898	0.0004940563668088727	0.0017374088056385515	0.00029653788078576326	0.00025	0.0	0.00025	0.00025	0.024816772	0.0091777425	0.04049895	0.014214303999999999	-0.05031114	0.014636328	-0.035674814	-0.06494747
128	127	601.0	0.0	3429.0	3429.0	27.0	3429.0	0.9599500000000044	0.006999999999999999	0.006999999999999999	0.0005738755696386631	0.0002611891774938075	0.001129862735979259	0.00023935738136060536	0.00025	0.0	0.00025	0.00025	0.02095933	0.006295564	0.034545823999999996	0.015517534
129	128	608.0	0.0	3456.0	3456.0	27.0	3456.0	0.9595000000000043	0.002	0.002	0.0018172162277291398	0.0020491729049313106	0.00656695943325758	0.00045234340359456837	0.00025	0.0	0.00025	0.00025	0.046872295	0.041176967	0.13898762	0.017778978	-0.0049628112	0.020607075	0.015644263000000002	-0.025569886
130	129	614.0	0.0	3483.0	3483.0	27.0	3483.0	0.9590500000000044	0.012000000000000005	0.012000000000000005	0.0005130959131444495	0.0001834691961923814	0.0007548139546997845	0.00027441181009635335	0.00025	0.0	0.00025	0.00025	0.024933003	0.009308574	0.041857805	0.014296637	0.0015130499	0.02008565	0.017546173	-0.032939766
131	130	621.0	0.0	3510.0	3510.0	27.0	3510.0	0.9586000000000046	0.021000000000000008	0.021000000000000008	0.0014569764025509355	0.0007918700726001416	0.00304156681522727	0.00044353271368890995	0.00025	0.0	0.00025	0.00025	0.042749006	0.021485146	0.08668820599999999	0.023641722	-0.0019287892	0.0019243524	0.00041158497	-0.004683137
132	131	628.0	0.0	3537.0	3537.0	27.0	3537.0	0.9581500000000046	0.011000000000000005	0.011000000000000005	0.0010807345804226185	0.00036666350580802246	0.001727927941828966	0.0005434736958704889	0.00025	0.0	0.00025	0.00025	0.025764246	0.010287954	0.042082764	0.01077904	0.0033844847	0.011202051000000001	0.01952377	-0.020324737
133	132	635.0	0.0	3564.0	3564.0	27.0	3564.0	0.9577000000000048	0.002	0.002	0.0016534142196178436	0.000717174449343412	0.0033121570013463497	0.0008384196553379298	0.00025	0.0	0.00025	0.00025	0.03055152	0.010037916	0.046024725	0.02035716	0.06598083	0.026603974	0.09258480000000001	0.039376855
134	133	641.0	0.0	3591.0	3591.0	27.0	3591.0	0.9572500000000048	0.006	0.006	0.0018771260511130095	0.00037708988660711053	0.0025819772854447365	0.001481659710407257	0.00025	0.0	0.00025	0.00025	0.042190954	0.011155611999999999	0.048834495	0.01753914	0.02994845	0.025029377999999998	0.054977827	0.0049190726
135	134	648.0	0.0	3618.0	3618.0	27.0	3618.0	0.9568000000000048	0.003	0.003	0.0015901567918869355	0.0003850429277915427	0.002372713061049581	0.0012147135566920042	0.00025	0.0	0.00025	0.00025	0.032762527	0.017202435	0.06979489999999999	0.021586308	-0.0040521007	0.0047477405	0.00069563976	-0.008799841999999999
136	135	655.0	0.0	3645.0	3645.0	27.0	3645.0	0.9563500000000048	0.01600000000000001	0.01600000000000001	0.0018013343381296312	0.0007092263600972193	0.003219248726963997	0.0009543224005028603	0.00025	0.0	0.00025	0.00025	0.042985025999999996	0.020480022	0.07536146	0.018387787	-0.014838903999999998	0.0029961076000000002	-0.011842797	-0.017835012
137	136	662.0	0.0	3672.0	3672.0	27.0	3672.0	0.9559000000000047	0.009000000000000001	0.009000000000000001	0.0015646275631817324	0.0003168175727626683	0.00205110851675272	0.001081698457710445	0.00025	0.0	0.00025	0.00025	0.03443413	0.014708627	0.061970267	0.013790088999999998	-0.017586198	0.035473306	0.02352688	-0.05691327
138	137	668.0	0.0	3699.0	3699.0	27.0	3699.0	0.9554500000000048	0.006999999999999999	0.006999999999999999	0.0010336493627013015	0.0003421241007266612	0.001688083866611123	0.0007150577730499207	0.00025	0.0	0.00025	0.00025	0.03691985	0.012058383	0.054997813	0.018471336	-0.019441396	0.034608185	0.017761324	-0.070194356
139	138	675.0	0.0	3726.0	3726.0	27.0	3726.0	0.9550000000000051	0.014000000000000005	0.014000000000000005	0.0005754785136862969	0.000136320771591665	0.0007794084958732128	0.00040420179720968013	0.00025	0.0	0.00025	0.00025	0.022817217	0.0064927236999999995	0.03342882	0.015230259	-0.014081038999999998	0.023208179	0.00912714	-0.037289217
140	139	682.0	0.0	3753.0	3753.0	27.0	3753.0	0.9545500000000051	0.002	0.002	0.0011606475122139927	0.0006825950142422271	0.0027199536561965947	0.0005150920478627086	0.00025	0.0	0.00025	0.00025	0.029071521	0.013552455	0.05975432	0.0177476
141	140	689.0	0.0	3780.0	3780.0	27.0	3780.0	0.954100000000005	0.01900000000000001	0.01900000000000001	0.0010027029618088687	0.000738741847748283	0.002784361131489277	0.000503367860801518	0.00025	0.0	0.00025	0.00025	0.022390787000000002	0.01464547	0.05749787	0.012308999	0.0023909001999999997	0.012395933999999999	0.013134401	-0.029196937000000003
142	141	695.0	0.0	3807.0	3807.0	27.0	3807.0	0.9536500000000052	0.005	0.005	0.0009635965592072656	0.0006000968981683324	0.002286659786477685	0.0005535061354748906	0.00025	0.0	0.00025	0.00025	0.022703677000000002	0.013405641999999999	0.047866397000000005	0.010458736	-0.019251792	0.01477574	-0.004476052	-0.03402753
143	142	702.0	0.0	3834.0	3834.0	27.0	3834.0	0.9532000000000052	0.0	0.0	0.0018279450790335734	0.0005624873299623734	0.0028569211717695	0.0012535634450614452	0.00025	0.0	0.00025	0.00025	0.031403672	0.014290032	0.053635035	0.016090293999999998	0.14308295	0.06558257	0.20866552	0.07750037
144	143	709.0	0.0	3861.0	3861.0	27.0	3861.0	0.9527500000000052	0.006999999999999999	0.006999999999999999	0.0012204718825939511	0.0003441590495482622	0.0018017466645687816	0.0006715041236020625	0.00025	0.0	0.00025	0.00025	0.025050044	0.010236709	0.04763305	0.017224718	-0.01880585	0.00029694661	-0.018508904	-0.019102797
145	144	716.0	0.0	3888.0	3888.0	27.0	3888.0	0.9523000000000053	0.005	0.005	0.0008122598394818073	0.00025281485218859635	0.0012771582696586847	0.00040968423127196735	0.00025	0.0	0.00025	0.00025	0.03039354	0.009275059	0.048648000000000004	0.018530212	-0.05250092	0.03842418	-0.011323456	-0.09356874
146	145	722.0	0.0	3915.0	3915.0	27.0	3915.0	0.9518500000000052	0.003	0.003	0.000981606562466671	0.0006139862791786151	0.0022608530707657337	0.000344086904078722	0.00025	0.0	0.00025	0.00025	0.0325555	0.017352186000000002	0.06887322	0.016957236	-0.05215012	0.038272835	-0.0064205009999999995	-0.117164135
147	146	729.0	0.0	3942.0	3942.0	27.0	3942.0	0.9514000000000054	0.009000000000000001	0.009000000000000001	0.0007511096337111668	0.00026120253267972106	0.0011672721011564136	0.00043956001172773535	0.00025	0.0	0.00025	0.00025	0.01818105	0.004933622	0.023855478	0.009492432
148	147	736.0	0.0	3969.0	3969.0	27.0	3969.0	0.9509500000000054	0.02000000000000001	0.02000000000000001	0.0005178502636096839	0.0001671000359597865	0.0007607662118971348	0.00027069071074947715	0.00025	0.0	0.00025	0.00025	0.017751288	0.0035736177	0.022787036	0.011084918000000001	0.0004720992	0.021478172	0.012214428000000001	-0.047134325
149	148	743.0	0.0	3996.0	3996.0	27.0	3996.0	0.9505000000000056	0.006	0.006	0.0005514270700846932	0.0002593610652830954	0.000974222901277244	0.00014367818948812783	0.00025	0.0	0.00025	0.00025	0.019234195	0.006925832	0.03192541	0.00914072	-0.020532357	0.03014148	0.0064870925	-0.06722477
150	149	749.0	0.0	4023.0	4023.0	27.0	4023.0	0.9500500000000056	0.0	0.0	0.0003909778388333507	0.00017670416013007431	0.0006936796708032489	0.00021287548588588837	0.00025	0.0	0.00025	0.00025	0.018652821	0.0044826255	0.02398466	0.010609165	0.087908946	0.035940144	0.12806099999999998	0.030009917999999997
151	150	756.0	0.0	4050.0	4050.0	27.0	4050.0	0.9496000000000056	0.011000000000000005	0.011000000000000005	0.0008493607650355747	0.0009247629649480363	0.002580767497420311	0.00016279554984066635	0.00025	0.0	0.00025	0.00025	0.019707412	0.014251116999999999	0.047489334	0.007697951	-0.010717463	0.014071707	-0.0012167514	-0.041241325
152	151	763.0	0.0	4077.0	4077.0	27.0	4077.0	0.9491500000000056	0.009000000000000001	0.009000000000000001	0.0010045603620320825	0.0005357725195020246	0.0015249161515384912	0.00012515699199866503	0.00025	0.0	0.00025	0.00025	0.02117181	0.008123554	0.032343693	0.008821264	-0.009388201	0.0030191382000000003	-0.0063690627	-0.012407339
153	152	770.0	0.0	4104.0	4104.0	27.0	4104.0	0.9487000000000056	0.012000000000000005	0.012000000000000005	0.00104053713481075	0.0003512445086058187	0.0015779667301103473	0.0006093920092098415	0.00025	0.0	0.00025	0.00025	0.030041297999999998	0.005667798000000001	0.03916835	0.020062007	-0.030264713	0.019298429	-0.017716305	-0.07247376400000001
154	153	776.0	0.0	4131.0	4131.0	27.0	4131.0	0.9482500000000056	0.012000000000000005	0.012000000000000005	0.0005631942913169041	7.162703493228617e-05	0.0006474529509432613	0.0004672690120059997	0.00025	0.0	0.00025	0.00025	0.019221075	0.008528744	0.033674784	0.008544363000000001
155	154	783.0	0.0	4158.0	4158.0	27.0	4158.0	0.9478000000000056	0.013000000000000005	0.013000000000000005	0.0007253934697170432	0.0001872930292324855	0.0009323708363808694	0.00045851478353142733	0.00025	0.0	0.00025	0.00025	0.022969855	0.0077725397	0.03628548	0.01271572	-0.019321077	0.016711208999999998	-0.0061419234	-0.04798965
156	155	790.0	0.0	4185.0	4185.0	27.0	4185.0	0.9473500000000058	0.001	0.001	0.00093383711646311	0.0006587388679441579	0.0024356136564165354	0.00033552819513715804	0.00025	0.0	0.00025	0.00025	0.034730155	0.010176638	0.053261817	0.019845286	-0.04709591	0.022690987000000003	-0.019819792	-0.07725358
157	156	797.0	0.0	4212.0	4212.0	27.0	4212.0	0.9469000000000058	0.0	0.0	0.0005591863924304821	0.00023352957654278075	0.0009532665135338902	0.00024846702581271535	0.00025	0.0	0.00025	0.00025	0.017909897	0.0054138419999999994	0.025445286	0.0099733975	-0.10802497	0.05228658	-0.05573839	-0.16031155
158	157	803.0	0.0	4239.0	4239.0	27.0	4239.0	0.946450000000006	0.005	0.005	0.0024035522170985733	0.00152489525420691	0.00467240996658802	0.0008856075583025812	0.00025	0.0	0.00025	0.00025	0.057034533	0.030746022	0.109970555	0.02778451	-0.009024794000000001	0.0015377931	-0.0074870014	-0.0105625875
159	158	810.0	0.0	4266.0	4266.0	27.0	4266.0	0.946000000000006	0.004	0.004	0.002146715569930772	0.0004416697858488894	0.0026504334527999163	0.0014828091952949762	0.00025	0.0	0.00025	0.00025	0.039247114	0.008805768	0.049150523	0.027399821	0.0042493697	0.021482723	0.03993704	-0.031134544
160	159	817.0	0.0	4293.0	4293.0	27.0	4293.0	0.945550000000006	0.0	0.0	0.002296908226396357	0.0009956222438877514	0.004031343385577203	0.0012153941206634045	0.00025	0.0	0.00025	0.00025	0.049039904	0.028278915	0.09995818	0.018348515
161	160	824.0	0.0	4320.0	4320.0	27.0	4320.0	0.9451000000000059	0.010000000000000002	0.010000000000000002	0.0024609289497935344	0.0008254061655598229	0.003794752527028322	0.0014359329361468556	0.00025	0.0	0.00025	0.00025	0.0558742	0.025240863	0.09025685	0.022152709	0.008396601	0.009662513000000001	0.018059113999999998	-0.0012659114
162	161	830.0	0.0	4347.0	4347.0	27.0	4347.0	0.944650000000006	0.010000000000000002	0.010000000000000002	0.001871687360107899	0.0006729940149845509	0.002844853326678276	0.0012319451197981837	0.00025	0.0	0.00025	0.00025	0.04272467	0.022102202999999997	0.07436505	0.01816941	-0.007841241	0.009838413	0.001997172	-0.017679654
163	162	837.0	0.0	4374.0	4374.0	27.0	4374.0	0.944200000000006	0.004	0.004	0.0017812632722780108	0.0010604327164302704	0.0040928395465016365	0.001025909441523254	0.00025	0.0	0.00025	0.00025	0.032030802000000004	0.017016487	0.06943395	0.021757632000000002	-1.6359612e-05	0.016909856	0.016893497	-0.016926216
164	163	844.0	0.0	4401.0	4401.0	27.0	4401.0	0.9437500000000062	0.006	0.006	0.0007655602281114883	0.00010125358129995472	0.0009833101648837328	0.0006505578057840465	0.00025	0.0	0.00025	0.00025	0.01722634	0.003445547	0.020248089	0.009961464	0.008791945	0.011026161000000001	0.025130037	-0.0031618401
165	164	851.0	0.0	4428.0	4428.0	27.0	4428.0	0.9433000000000062	0.012000000000000005	0.012000000000000005	0.0005946038706627275	0.00015823786026379838	0.0008438731310889125	0.0003851248184219002	0.00025	0.0	0.00025	0.00025	0.017696705	0.005751133	0.030300397000000003	0.012406551000000002	-0.012506022	0.048800163	0.032249	-0.09307439599999999
166	165	857.0	0.0	4455.0	4455.0	27.0	4455.0	0.9428500000000064	0.004	0.004	0.00047557437452875706	0.00020799495293323577	0.0007546492852270602	0.0001891154533950612	0.00025	0.0	0.00025	0.00025	0.013732214	0.005273128	0.022041897999999997	0.005630647
167	166	864.0	0.0	4482.0	4482.0	27.0	4482.0	0.9424000000000065	0.003	0.003	0.0005730757839046419	0.00026971569800976274	0.0010775104165077212	0.00024371827021241185	0.00025	0.0	0.00025	0.00025	0.018012168000000002	0.007216888	0.031115117	0.00786883	-0.02926816	0.043071263	0.009380055	-0.09534542
168	167	871.0	0.0	4509.0	4509.0	27.0	4509.0	0.9419500000000064	0.0	0.0	0.0006257804676092096	0.00019074341892368196	0.0008576076361350715	0.0002372661256231368	0.00025	0.0	0.00025	0.00025	0.019705413	0.0053532035	0.02808338	0.011326282	0.13434143	0.06028667	0.1946281	0.07405476
169	168	878.0	0.0	4536.0	4536.0	27.0	4536.0	0.9415000000000064	0.004	0.004	0.00043529619246588215	0.00013923453436661773	0.0007277486729435622	0.00024283002130687242	0.00025	0.0	0.00025	0.00025	0.02072066	0.0053851972	0.027488546000000003	0.013045756	0.0035575833	0.027180332999999997	0.030737916	-0.02362275
170	169	884.0	0.0	4563.0	4563.0	27.0	4563.0	0.9410500000000064	0.005	0.005	0.00033495709794806316	0.00016102356011315916	0.0006142561323940754	0.00013003162166569382	0.00025	0.0	0.00025	0.00025	0.01785172	0.00433414	0.025699912000000002	0.011900178999999999	-0.010933706000000001	0.020636814	0.017684167	-0.03902494
171	170	891.0	0.0	4590.0	4590.0	27.0	4590.0	0.9406000000000064	0.008	0.008	0.0004224507210892625	0.00020026752597607705	0.0007872884161770344	0.00010639427637215704	0.00025	0.0	0.00025	0.00025	0.014739313	0.0056638275	0.025531305	0.006707831
172	171	898.0	0.0	4617.0	4617.0	27.0	4617.0	0.9401500000000066	0.010000000000000002	0.010000000000000002	0.0009544799270640525	0.0003320236883029887	0.0015439571579918265	0.0005884215934202075	0.00025	0.0	0.00025	0.00025	0.023753599999999996	0.0053477646	0.029675461	0.013700424
173	172	905.0	0.0	4644.0	4644.0	27.0	4644.0	0.9397000000000066	0.0	0.0	0.00114080827084503	0.0005990389153726133	0.0019378367578610774	0.0004305688780732453	0.00025	0.0	0.00025	0.00025	0.02270423	0.0056557840000000005	0.031694688	0.014311533999999999	-0.016269255	0.006289460699999999	-0.009979794	-0.022558715
174	173	911.0	0.0	4671.0	4671.0	27.0	4671.0	0.9392500000000068	0.004	0.004	0.0018980516081986327	0.0007302634479112455	0.002907407004386186	0.0011039627715945244	0.00025	0.0	0.00025	0.00025	0.042864818	0.015775533	0.06857132	0.021951812999999997	0.030497659	0.014313195	0.044810854000000004	0.016184464
175	174	918.0	0.0	4698.0	4698.0	27.0	4698.0	0.9388000000000069	0.002	0.002	0.0009808614656018717	0.00022078033798793832	0.0011907424777746198	0.0005306173698045313	0.00025	0.0	0.00025	0.00025	0.020111633	0.0045021987	0.026197632999999998	0.012680128	0.0385486	0.015247357	0.06350683	0.02224824
176	175	925.0	0.0	4725.0	4725.0	27.0	4725.0	0.9383500000000068	0.004	0.004	0.00139867454501135	0.0003578749604067412	0.001978195970878005	0.0008775864262133838	0.00025	0.0	0.00025	0.00025	0.019509908	0.0053401506	0.028980576	0.011513288	0.030780897999999998	0.023008265	0.07785717	0.0018997592999999999
177	176	932.0	0.0	4752.0	4752.0	27.0	4752.0	0.9379000000000068	0.005	0.005	0.0017649115429126789	0.00041200480888742996	0.002404862083494663	0.0012949618976563215	0.00025	0.0	0.00025	0.00025	0.028521221	0.008610791500000001	0.041936982000000005	0.017180424	0.04880113	0.022852132	0.07165326	0.025948997999999997
178	177	938.0	0.0	4779.0	4779.0	27.0	4779.0	0.9374500000000068	0.004	0.004	0.0016825659743820627	0.0005909014518480863	0.002582394517958164	0.000951036112383008	0.00025	0.0	0.00025	0.00025	0.030741706	0.006670374000000001	0.042228095	0.020176925
179	178	945.0	0.0	4806.0	4806.0	27.0	4806.0	0.9370000000000068	0.005	0.005	0.0010109329596161842	0.00026857266311507453	0.0015474889660254119	0.0006978530436754228	0.00025	0.0	0.00025	0.00025	0.02619454	0.0064862873	0.03407931	0.016614629
180	179	952.0	0.0	4833.0	4833.0	27.0	4833.0	0.9365500000000071	0.006	0.006	0.001173436051301126	0.000390795588057061	0.0019489971455186605	0.0007108522113412619	0.00025	0.0	0.00025	0.00025	0.025715272999999997	0.0076536695	0.0391523	0.014777463000000001	0.0012116194	0.03897069	0.03261189	-0.08175778
181	180	959.0	0.0	4860.0	4860.0	27.0	4860.0	0.9361000000000071	0.006	0.006	0.00124991186229246	0.0002672084420315507	0.0016336697153747082	0.000836629536934197	0.00025	0.0	0.00025	0.00025	0.023272892000000003	0.0061517362	0.035921656	0.014788545	-0.022239953	0.0466851	0.024445144	-0.06892505
182	181	965.0	0.0	4887.0	4887.0	27.0	4887.0	0.9356500000000072	0.0	0.0	0.0010102216328959912	0.0004155733098349734	0.0017684493213891985	0.0007073468295857309	0.00025	0.0	0.00025	0.00025	0.027277375	0.011982847	0.047907099999999994	0.015272518999999998	-0.02183997	0.038089827	0.026269127000000003	-0.07958068
183	182	972.0	0.0	4914.0	4914.0	27.0	4914.0	0.9352000000000072	0.0	0.0	0.0005131480041503286	0.00015422573289314	0.0007166921859607099	0.00030328912544064224	0.00025	0.0	0.00025	0.00025	0.021001117000000003	0.008681207	0.036776494	0.013136598999999999	0.017400408	0.046899002	0.09106996	-0.04144839
184	183	979.0	0.0	4941.0	4941.0	27.0	4941.0	0.9347500000000072	0.011000000000000005	0.011000000000000005	0.00034168398789396245	9.189366574656059e-05	0.0005385166150517762	0.0002609238144941628	0.00025	0.0	0.00025	0.00025	0.014467983	0.004538106	0.023260412999999997	0.009352853000000001	-0.030273642000000003	0.0022884486	-0.027985195	-0.032562092
185	184	986.0	0.0	4968.0	4968.0	27.0	4968.0	0.9343000000000072	0.01800000000000001	0.01800000000000001	0.00038844687930707423	0.00016753421588974448	0.0007034508744254707	0.00020391552243381741	0.00025	0.0	0.00025	0.00025	0.015481033	0.0054121622999999995	0.02388215	0.007589930999999999	-0.023654696	0.017390008999999998	-0.006264684699999999	-0.041044705
186	185	992.0	0.0	4995.0	4995.0	27.0	4995.0	0.9338500000000072	0.008	0.008	0.0005501243431353942	0.00016483792357422302	0.0007652710191905499	0.00027826547739095986	0.00025	0.0	0.00025	0.00025	0.02028176	0.008737755	0.037733596	0.011863	-0.0015269956	0.0013768323999999998	-0.00015016319	-0.002903828
187	186	999.0	0.0	5022.0	5022.0	27.0	5022.0	0.9334000000000072	0.001	0.001	0.0004399877191948083	0.00022990391718093862	0.0008132491493597628	0.00016061017231550068	0.00025	0.0	0.00025	0.00025	0.014511805	0.004979803	0.025355771000000003	0.010627301	2.6132911e-05	0.0065155197	0.0065416526000000004	-0.006489386999999999
188	187	1006.0	0.0	5049.0	5049.0	27.0	5049.0	0.9329500000000074	0.013000000000000005	0.013000000000000005	0.0010398034106141754	0.00029234931105870865	0.0015175659209489822	0.0005596752162091434	0.00025	0.0	0.00025	0.00025	0.02486055	0.009676295	0.035436432999999996	0.00929117	-0.021454884	0.015726892	-0.0027813613	-0.03903938
189	188	1013.0	0.0	5076.0	5076.0	27.0	5076.0	0.9325000000000074	0.001	0.001	0.0010595413415493175	0.0005165884544614101	0.0017830237047746778	0.0004872628778684884	0.00025	0.0	0.00025	0.00025	0.020891747	0.010361457	0.036751237	0.007765495	0.043244943	0.018508848	0.06175379	0.024736095
190	189	1019.0	0.0	5103.0	5103.0	27.0	5103.0	0.9320500000000076	0.002	0.002	0.001931644898528854	0.0002691051226291564	0.002297418424859643	0.001548947300761938	0.00025	0.0	0.00025	0.00025	0.026703687	0.008088184	0.04293364	0.019032855	0.020362291	0.015395731000000001	0.04007377	-0.0031234957000000002
191	190	1026.0	0.0	5130.0	5130.0	27.0	5130.0	0.9316000000000076	0.004	0.004	0.0014867132898264874	0.0004803301600669877	0.002196825109422207	0.0007173483609221876	0.00025	0.0	0.00025	0.00025	0.025205262000000003	0.01013341	0.042130053	0.009215668	0.007613467	0.016925927	0.029827684	-0.01378476
192	191	1033.0	0.0	5157.0	5157.0	27.0	5157.0	0.9311500000000076	0.005	0.005	0.0015278773914490426	0.0005131572311079818	0.0025009787641465664	0.001022375887259841	0.00025	0.0	0.00025	0.00025	0.029497445	0.009934371	0.040998895	0.0120763695	-0.003168283	0.01348386	0.012205833999999999	-0.020992227000000002
193	192	1040.0	0.0	5184.0	5184.0	27.0	5184.0	0.9307000000000076	0.006999999999999999	0.006999999999999999	0.0013243559515103698	0.00025141808429401225	0.0016355180414393544	0.0009049043292179703	0.00025	0.0	0.00025	0.00025	0.022903975	0.008005265	0.03866139	0.012817813999999999	0.029647764	0.0064653605000000005	0.036762755	0.021233283
194	193	1046.0	0.0	5211.0	5211.0	27.0	5211.0	0.9302500000000076	0.011000000000000005	0.011000000000000005	0.001457966029799233	0.0004379656642205397	0.0020578368566930294	0.000847500516101718	0.00025	0.0	0.00025	0.00025	0.033998284	0.011422281000000001	0.04951237	0.020257382	0.016939927	0.0039179474	0.020857874	0.0130219795
195	194	1053.0	0.0	5238.0	5238.0	27.0	5238.0	0.9298000000000076	0.006999999999999999	0.006999999999999999	0.0012501369249851753	0.0005210314651662764	0.002407196210697293	0.0009419270209036767	0.00025	0.0	0.00025	0.00025	0.024712354	0.012465445	0.052563816	0.018465923000000002	0.014521421999999999	0.008655293	0.024923507	0.0008761445
196	195	1060.0	0.0	5265.0	5265.0	27.0	5265.0	0.9293500000000078	0.005	0.005	0.0008028993283265404	0.00012763649495535533	0.0010426710359752178	0.0006427260814234613	0.00025	0.0	0.00025	0.00025	0.020098682	0.007676193	0.035952136	0.010215979	-0.0017781494	0.03163847	0.02268213	-0.060572132
197	196	1067.0	0.0	5292.0	5292.0	27.0	5292.0	0.9289000000000078	0.012000000000000005	0.012000000000000005	0.00090743916059312	0.0003420196680957892	0.0013883468927815554	0.00048262297059409315	0.00025	0.0	0.00025	0.00025	0.028414456	0.015565444	0.05548974	0.012427799	0.00077906274	0.017723598	0.022444157000000003	-0.03281169
198	197	1073.0	0.0	5319.0	5319.0	27.0	5319.0	0.928450000000008	0.001	0.001	0.000515603018963399	0.00015470917052985632	0.0007338873110711576	0.00030465942109003663	0.00025	0.0	0.00025	0.00025	0.014963213999999999	0.0038054384999999997	0.020073688	0.008699033	-0.006265875	0.015850734	0.009584859	-0.022116609
199	198	1080.0	0.0	5346.0	5346.0	27.0	5346.0	0.928000000000008	0.006999999999999999	0.006999999999999999	0.00046144711814122275	0.00042878400665979265	0.0013655112124979494	0.00014364151866175234	0.00025	0.0	0.00025	0.00025	0.015004791000000002	0.011191535	0.036926888	0.006551009	-0.039810702	0.04114319	0.00024103630000000002	-0.10340801
200	199	1087.0	0.0	5373.0	5373.0	27.0	5373.0	0.9275500000000079	0.005	0.005	0.0010473304511313991	0.00036915363050146375	0.0015698627103120089	0.0005372670711949468	0.00025	0.0	0.00025	0.00025	0.035366505	0.012428969	0.055508543	0.017576118999999998	-0.02735424	0.018964348	-0.0041318815	-0.059246253
201	200	1094.0	0.0	5400.0	5400.0	27.0	5400.0	0.9271000000000079	0.006999999999999999	0.006999999999999999	0.0007046823614343467	0.0002732589785268745	0.001118456246331334	0.00040290009928867215	0.00025	0.0	0.00025	0.00025	0.020793647	0.010916288	0.03888858	0.010685913	0.005812451	0.01020104	0.014243465	-0.011249287
202	201	1100.0	0.0	5427.0	5427.0	27.0	5427.0	0.926650000000008	0.004	0.004	0.0009968350156365584	0.0006827252115066269	0.002497685607522726	0.0005777451442554593	0.00025	0.0	0.00025	0.00025	0.036792043999999996	0.008624691	0.05253126	0.028691942	-0.015808882	0.0062312096999999995	-0.008701334	-0.022520805
203	202	1107.0	0.0	5454.0	5454.0	27.0	5454.0	0.926200000000008	0.006999999999999999	0.006999999999999999	0.0009530844884769369	0.0008793858117055912	0.0026690498925745487	0.00031369581120088696	0.00025	0.0	0.00025	0.00025	0.021836877	0.01300233	0.04962099	0.010781312	-0.021748582000000002	0.02031942	0.0027499309999999997	-0.048873488
204	203	1114.0	0.0	5481.0	5481.0	27.0	5481.0	0.9257500000000082	0.009000000000000001	0.009000000000000001	0.0022126175962122424	0.0007252752214621449	0.0033022374846041203	0.0012984510976821186	0.00025	0.0	0.00025	0.00025	0.037419435	0.012553116000000001	0.053871665	0.013751003999999999	-0.032780234	0.016823754	-0.0115399435	-0.05283089
205	204	1121.0	0.0	5508.0	5508.0	27.0	5508.0	0.9253000000000082	0.005	0.005	0.0018973078445664476	0.0006683882620450284	0.0030375546775758266	0.0010480803903192284	0.00025	0.0	0.00025	0.00025	0.0367775	0.015212473	0.05777279	0.020505723	-0.015704291000000002	0.018669458	0.00026076319999999997	-0.04553627
206	205	1127.0	0.0	5535.0	5535.0	27.0	5535.0	0.9248500000000084	0.012000000000000005	0.012000000000000005	0.0016548174511020384	0.00048301473797988367	0.002257871674373746	0.0009580965852364899	0.00025	0.0	0.00025	0.00025	0.034768175	0.014201953	0.058849915999999995	0.014872224	0.00015941728000000001	0.00063890964	0.0007983269	-0.00047949235999999995
207	206	1134.0	0.0	5562.0	5562.0	27.0	5562.0	0.9244000000000084	0.01600000000000001	0.01600000000000001	0.0011885328276548535	0.0006327266832512515	0.0025114244781434536	0.0006351438350975512	0.00025	0.0	0.00025	0.00025	0.022439762999999998	0.013958541999999999	0.047665022	0.008347965	-0.004455677700000001	0.0025035129999999997	-0.0019521648000000002	-0.006959190600000001
208	207	1141.0	0.0	5589.0	5589.0	27.0	5589.0	0.9239500000000084	0.001	0.001	0.002138876472599805	0.00037634644182857243	0.0027523443568497896	0.0014880747767165305	0.00025	0.0	0.00025	0.00025	0.03615027	0.010542158000000001	0.04850577	0.020656386000000002	-0.040823307	0.027765257	-0.0030036703999999997	-0.08358888
209	208	1148.0	0.0	5616.0	5616.0	27.0	5616.0	0.9235000000000084	0.012000000000000005	0.012000000000000005	0.001270814150172685	0.00031099053580922785	0.0018023510929197075	0.0007343949982896447	0.00025	0.0	0.00025	0.00025	0.018694079	0.0055889213	0.026039193999999998	0.009066979000000001
210	209	1154.0	0.0	5643.0	5643.0	27.0	5643.0	0.9230500000000084	0.004	0.004	0.0007531065590834867	7.696114595802287e-05	0.000900756218470633	0.00068439613096416	0.00025	0.0	0.00025	0.00025	0.03156513	0.010868618	0.042686135	0.015018806	-0.020435834	0.037946887	0.020764025	-0.082588755
211	210	1161.0	0.0	5670.0	5670.0	27.0	5670.0	0.9226000000000084	0.010000000000000002	0.010000000000000002	0.0004647983975398044	0.00023112642577178007	0.0008620801963843405	0.00019266980234533548	0.00025	0.0	0.00025	0.00025	0.023185244	0.005411484	0.031650173999999996	0.01539766	-0.0030799903999999996	0.0044801002	0.0014001098000000001	-0.0075600906
212	211	1168.0	0.0	5697.0	5697.0	27.0	5697.0	0.9221500000000086	0.008	0.008	0.0006478086122245129	0.0008018557736853184	0.002587303752079606	0.00015536394494120032	0.00025	0.0	0.00025	0.00025	0.020947369	0.017113112	0.061260354	0.008083067	-0.0116054	0.011271053999999999	-0.0011125877	-0.030009259
213	212	1175.0	0.0	5724.0	5724.0	27.0	5724.0	0.9217000000000086	0.005	0.005	0.0016484595336286087	0.0006722876440825543	0.002340709790587425	0.00035476888297125697	0.00025	0.0	0.00025	0.00025	0.040066753	0.013698178	0.055409204000000004	0.018654892	-0.03929315	0.034049656	-0.01132551	-0.09627524
214	213	1181.0	0.0	5751.0	5751.0	27.0	5751.0	0.9212500000000088	0.012000000000000005	0.012000000000000005	0.0009178779340193918	0.00027265914409761965	0.0012452451046556234	0.0005027602310292423	0.00025	0.0	0.00025	0.00025	0.022321143999999998	0.0054858495	0.03216281	0.014587547	0.0018906428	0.009613175	0.012513129	-0.016189678
215	214	1188.0	0.0	5778.0	5778.0	27.0	5778.0	0.9208000000000088	0.010000000000000002	0.010000000000000002	0.000963758754854401	0.00011888781724754544	0.0011314463336020708	0.0008043848210945724	0.00025	0.0	0.00025	0.00025	0.040095467	0.0048003113	0.044656333	0.031101362999999996	-0.008093705999999999	0.02651947	0.018026866000000002	-0.05211568
216	215	1195.0	0.0	5805.0	5805.0	27.0	5805.0	0.9203500000000088	0.0	0.0	0.0006950674370662975	0.00017932591866469651	0.001088813878595829	0.00047592239570803935	0.00025	0.0	0.00025	0.00025	0.025816137000000003	0.008352558000000001	0.042415485	0.016127588	-0.06661343	0.021392182000000003	-0.045221247	-0.08800561
217	216	1202.0	0.0	5832.0	5832.0	27.0	5832.0	0.9199000000000088	0.003	0.003	0.0008354596876805383	0.0006258468124735617	0.0023035346530377865	0.00034845448681153357	0.00025	0.0	0.00025	0.00025	0.023379525	0.01469344	0.05508753	0.008957483	-0.062661685	0.022073507000000003	-0.040588177999999996	-0.08473519
218	217	1208.0	0.0	5859.0	5859.0	27.0	5859.0	0.9194500000000088	0.005	0.005	0.0008217714979158094	0.0004239548607661466	0.0016779495636001231	0.0004566552233882248	0.00025	0.0	0.00025	0.00025	0.026512207000000003	0.0057923919999999995	0.035716403	0.018399244	-0.05430637	0.019160956	-0.030624937	-0.08649063
219	218	1215.0	0.0	5886.0	5886.0	27.0	5886.0	0.9190000000000088	0.005	0.005	0.0004855547498057906	0.00031672091744685947	0.0011755197774618866	0.0002410116721875966	0.00025	0.0	0.00025	0.00025	0.016554162	0.004450408	0.025570884	0.011152704	-0.02344079	0.016455568	-0.0019335132	-0.046819344000000006
220	219	1222.0	0.0	5913.0	5913.0	27.0	5913.0	0.9185500000000091	0.015000000000000006	0.015000000000000006	0.0006337296550295182	0.0005666364798733951	0.0018699693027883766	0.00019368229550309482	0.00025	0.0	0.00025	0.00025	0.024631467	0.01052847	0.049585927	0.01647024	-0.006121151	0.011999936000000001	0.0012617896000000001	-0.032539873999999996
221	220	1229.0	0.0	5940.0	5940.0	27.0	5940.0	0.9181000000000091	0.004	0.004	0.00035600452767019827	0.0003441522746600416	0.001191434683278203	0.0001232102804351598	0.00025	0.0	0.00025	0.00025	0.011263991999999999	0.005962488	0.025207367	0.0066155954	-0.03146089	0.03106202	-0.0007973669599999999	-0.080226794

55 KiB Raw Blame History

55 KiB

Raw Blame History