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

gryf/coach

mirror of https://github.com/gryf/coach.git synced 2026-03-12 12:35:49 +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

37 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	24.0	24.0	24.0	24.0	1.0
3	2	0.0	1.0	43.0	43.0	19.0	43.0	1.0
4	3	0.0	1.0	67.0	67.0	24.0	67.0	1.0
5	4	0.0	1.0	119.0	119.0	52.0	119.0	1.0
6	5	0.0	1.0	143.0	143.0	24.0	143.0	1.0
7	6	0.0	1.0	167.0	167.0	24.0	167.0	1.0
8	7	0.0	1.0	191.0	191.0	24.0	191.0	1.0
9	8	0.0	1.0	215.0	215.0	24.0	215.0	1.0
10	9	0.0	1.0	239.0	239.0	24.0	239.0	1.0
11	10	0.0	1.0	258.0	258.0	19.0	258.0	1.0
12	11	0.0	1.0	282.0	282.0	24.0	282.0	1.0
13	12	0.0	1.0	306.0	306.0	24.0	306.0	1.0
14	13	0.0	1.0	330.0	330.0	24.0	330.0	1.0
15	14	0.0	1.0	354.0	354.0	24.0	354.0	1.0
16	15	0.0	1.0	378.0	378.0	24.0	378.0	1.0
17	16	0.0	1.0	402.0	402.0	24.0	402.0	1.0
18	17	0.0	1.0	454.0	454.0	52.0	454.0	1.0
19	18	0.0	1.0	478.0	478.0	24.0	478.0	1.0
20	19	0.0	1.0	532.0	532.0	54.0	532.0	1.0
21	20	0.0	1.0	556.0	556.0	24.0	556.0	1.0
22	21	0.0	1.0	572.0	572.0	16.0	572.0	1.0
23	22	0.0	1.0	587.0	587.0	15.0	587.0	1.0
24	23	0.0	1.0	639.0	639.0	52.0	639.0	1.0
25	24	0.0	1.0	720.0	720.0	81.0	720.0	1.0
26	25	0.0	1.0	744.0	744.0	24.0	744.0	1.0
27	26	0.0	1.0	749.0	749.0	5.0	749.0	1.0
28	27	0.0	1.0	773.0	773.0	24.0	773.0	1.0
29	28	0.0	1.0	775.0	775.0	2.0	775.0	1.0
30	29	0.0	1.0	799.0	799.0	24.0	799.0	1.0
31	30	0.0	1.0	823.0	823.0	24.0	823.0	1.0
32	31	0.0	1.0	875.0	875.0	52.0	875.0	1.0
33	32	0.0	1.0	890.0	890.0	15.0	890.0	1.0
34	33	0.0	1.0	914.0	914.0	24.0	914.0	1.0
35	34	0.0	1.0	938.0	938.0	24.0	938.0	1.0
36	35	0.0	1.0	952.0	952.0	14.0	952.0	1.0
37	36	0.0	1.0	976.0	976.0	24.0	976.0	1.0
38	37	0.0	1.0	1028.0	1028.0	52.0	1028.0	1.0
39	38	6.0	0.0	1052.0	1052.0	24.0	1052.0	0.9999762400000004	0.0	0.0	0.0062477180229810365	0.007394223643230631	0.016712918877601624	0.0007255380041897298	0.0001	0.0	0.0001	0.0001	0.14639036	0.045653942999999995	0.23366213	0.09906239
40	39	19.0	0.0	1104.0	1104.0	52.0	1104.0	0.9999247600000016	1.0	1.0	0.0076307834970066315	0.007670034845662694	0.01660863310098648	8.438079385086894e-05	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.08974831	0.045969262999999996	0.15704212	0.020945528999999997
41	40	32.0	0.0	1157.0	1157.0	53.0	1157.0	0.9998722900000028	1.0	1.0	0.00390902039446071	0.006771767620702794	0.016949554905295372	4.662724313675426e-05	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.04475907	0.036872382999999995	0.13961866	0.0046585617
42	41	38.0	0.0	1181.0	1181.0	24.0	1181.0	0.9998485300000032	0.0	0.0	0.009862356958910823	0.01099633685701507	0.029171448200941086	0.0005659288726747036	0.0001	0.0	0.0001	0.0001	0.10403584	0.046624295	0.19376309	0.06264115
43	42	44.0	0.0	1205.0	1205.0	24.0	1205.0	0.9998247700000038	0.0	0.0	0.0035477700061164797	0.006355411611941636	0.0162565428763628	0.00021469159401021898	0.0001	0.0	0.0001	0.0001	0.06397116	0.040738575	0.13885947	0.024850069
44	43	65.0	0.0	1289.0	1289.0	84.0	1289.0	0.9997416100000056	2.0	2.0	0.00551665265484189	0.009651964203757659	0.029995810240507126	6.731608300469816e-05	0.0001	0.0	0.0001	0.0001	0.051986933	0.025395587	0.11017839999999998	0.013254773000000001
45	44	71.0	0.0	1313.0	1313.0	24.0	1313.0	0.999717850000006	0.0	0.0	0.006221113001811318	0.007228046039875392	0.015388897620141506	0.00024012661015149209	0.0001	0.0	0.0001	0.0001	0.053792125999999996	0.013386937	0.072560735	0.035906706000000004
46	45	77.0	0.0	1337.0	1337.0	24.0	1337.0	0.9996940900000066	0.0	0.0	0.009473072661785409	0.007526595379548496	0.016482826322317123	0.0002486497978679836	0.0001	0.0	0.0001	0.0001	0.06013847	0.023882639	0.0884653	0.028236643999999998
47	46	90.0	0.0	1389.0	1389.0	52.0	1389.0	0.9996426100000078	1.0	1.0	0.005045002078077232	0.009177023451769286	0.029683409258723262	6.090115857659839e-05	0.0001	0.0	0.0001	0.0001	0.03960741	0.033343643	0.13850154	0.012526388999999999
48	47	96.0	0.0	1413.0	1413.0	24.0	1413.0	0.9996188500000084	0.0	0.0	0.006305527762742714	0.012049680664636063	0.030404698103666306	0.00020156937534920869	0.0001	0.0	0.0001	0.0001	0.053500045	0.03574075	0.12414108	0.025521638
49	48	102.0	0.0	1437.0	1437.0	24.0	1437.0	0.9995950900000088	0.0	0.0	0.00307496945024468	0.005791514848444586	0.01465755607932806	9.117057197727264e-05	0.0001	0.0	0.0001	0.0001	0.032316297	0.010964814	0.050910078	0.016767606
50	49	133.0	0.0	1559.0	1559.0	122.0	1559.0	0.9994743100000114	2.0	2.0	0.005739900827999615	0.00898856236297577	0.031110076233744618	7.743096648482606e-05	9.999999999999998e-05	2.7105054312137605e-20	0.0001	0.0001	0.06419144	0.04319048	0.17261626	0.012323011000000002
51	50	139.0	0.0	1583.0	1583.0	24.0	1583.0	0.999450550000012	0.0	0.0	6.199374486944483e-05	1.5866200909606094e-05	8.188888023141773e-05	3.369521073182113e-05	0.0001	0.0	0.0001	0.0001	0.011349906000000002	0.0031427509999999996	0.014743173500000002	0.006118984399999999
52	51	144.0	0.0	1602.0	1602.0	19.0	1602.0	0.9994317400000124	0.0	0.0	0.003120925543771591	0.006121328952484931	0.015363571234047413	4.485174940782599e-05	0.0001	0.0	0.0001	0.0001	0.025495654	0.02289251	0.07116097	0.011334985
53	52	157.0	0.0	1654.0	1654.0	52.0	1654.0	0.9993802600000136	1.0	1.0	0.0071036701352008656	0.011277105088973777	0.03059055656194687	5.291074558044784e-05	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.039867464	0.032224666	0.10843364	0.013639786999999999
54	53	163.0	0.0	1678.0	1678.0	24.0	1678.0	0.999356500000014	0.0	0.0	0.005139092159273179	0.007190674795731055	0.015368642285466194	3.364166332175955e-05	0.0001	0.0	0.0001	0.0001	0.032101977999999996	0.025606375	0.06868527	0.01121859
55	54	169.0	0.0	1702.0	1702.0	24.0	1702.0	0.9993327400000144	0.0	0.0	0.007679848031936369	0.0074968312322633655	0.01551437471061945	7.532702147727832e-05	0.0001	0.0	0.0001	0.0001	0.046051685	0.019264515	0.06735164	0.019514065
56	55	175.0	0.0	1726.0	1726.0	24.0	1726.0	0.999308980000015	0.0	0.0	0.0053250545509702825	0.0068543741550866405	0.015027789399027824	0.00035600428236648435	0.0001	0.0	0.0001	0.0001	0.049835254	0.010165244	0.06510709	0.033423907999999995
57	56	181.0	0.0	1750.0	1750.0	24.0	1750.0	0.9992852200000156	0.0	0.0	0.002605984548911996	0.005539452837087342	0.014992316253483297	8.065032307058573e-05	0.0001	0.0	0.0001	0.0001	0.026720392000000003	0.014944805	0.05695787	0.012528803
58	57	187.0	0.0	1774.0	1774.0	24.0	1774.0	0.9992614600000159	0.0	0.0	0.002650688921979357	0.005754518033814454	0.015518120490014553	5.716280429624021e-05	0.0001	0.0	0.0001	0.0001	0.022833542999999998	0.023813228999999998	0.07598201	0.010115134
59	58	193.0	0.0	1798.0	1798.0	24.0	1798.0	0.9992377000000164	0.0	0.0	0.0077638644324906645	0.0077109485863011236	0.015948321670293808	4.632243508240208e-05	0.0001	0.0	0.0001	0.0001	0.040119033	0.02966539	0.07470023	0.008878163
60	59	220.0	0.0	1908.0	1908.0	110.0	1908.0	0.9991288000000188	2.0	2.0	0.0037700405376165655	0.007834698580168416	0.0336448960006237	9.051102824741974e-05	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.041386023	0.029098332	0.15950882	0.009884439
61	60	238.0	0.0	1978.0	1978.0	70.0	1978.0	0.9990595000000204	1.0	1.0	0.004961642021145154	0.00904645412255459	0.03388003259897232	0.0002642098115757108	0.0001	0.0	0.0001	0.0001	0.05357171	0.0373899	0.17287025	0.007521459
62	61	244.0	0.0	2002.0	2002.0	24.0	2002.0	0.9990357400000208	0.0	0.0	0.006069891727141415	0.006543732445901374	0.015627512708306313	0.0009629169362597167	0.0001	0.0	0.0001	0.0001	0.0800919	0.016608512	0.09676849	0.051295757000000004
63	62	250.0	0.0	2026.0	2026.0	24.0	2026.0	0.9990119800000214	0.0	0.0	0.005380121656344272	0.006958228759209656	0.015263708308339119	0.0001305976475123316	0.0001	0.0	0.0001	0.0001	0.05075568	0.015048256999999999	0.06545354	0.021180812
64	63	256.0	0.0	2050.0	2050.0	24.0	2050.0	0.9989882200000219	0.0	0.0	0.010696769240894357	0.007407033908568711	0.016223413869738582	0.00019341791630722582	0.0001	0.0	0.0001	0.0001	0.073050395	0.02843547	0.10886739	0.032565374
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67	66	274.0	0.0	2122.0	2122.0	24.0	2122.0	0.9989169400000236	0.0	0.0	0.002627368553172952	0.005425985424042846	0.014758237637579441	9.437478001927957e-05	0.0001	0.0	0.0001	0.0001	0.03100042	0.010739783000000001	0.047856607	0.019122576000000002
68	67	300.0	0.0	2226.0	2226.0	104.0	2226.0	0.9988139800000256	2.0	2.0	0.0036984841735130227	0.010016711014705932	0.047240659594535835	2.3875516490079466e-05	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.027409133	0.035962977	0.17266469	0.0041432716
69	68	306.0	0.0	2250.0	2250.0	24.0	2250.0	0.9987902200000264	0.0	0.0	0.00021471835013168558	4.2865869454677394e-05	0.00025830173399299383	0.00014625508629251271	0.0001	0.0	0.0001	0.0001	0.023692334	0.010260426999999999	0.03283731	0.006451673000000001
70	69	319.0	0.0	2304.0	2304.0	54.0	2304.0	0.9987367600000274	1.0	1.0	0.0017742316346042429	0.004208511041437605	0.016339609399437904	0.00028275200747884815	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.043962188	0.01649223	0.0784782	0.01865213
71	70	333.0	0.0	2359.0	2359.0	55.0	2359.0	0.9986823100000286	1.0	1.0	0.002724019749231437	0.007257425258979533	0.028844870626926426	8.345040259882808e-05	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.05373732	0.019929081	0.07824522	0.01689055
72	71	339.0	0.0	2383.0	2383.0	24.0	2383.0	0.9986585500000292	0.0	0.0	0.010275918270053808	0.007210534431096176	0.015873918309807774	7.796102727297693e-05	0.0001	0.0	0.0001	0.0001	0.05007921	0.026407517000000002	0.07248004	0.012557738999999998
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76	75	363.0	0.0	2479.0	2479.0	24.0	2479.0	0.9985635100000312	0.0	0.0	8.036843913335663e-05	1.622389703938574e-05	0.00010029070108430459	4.924793029204011e-05	0.0001	0.0	0.0001	0.0001	0.015087109	0.0019471176000000001	0.016822739	0.010901504
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78	77	372.0	0.0	2514.0	2514.0	24.0	2514.0	0.998528860000032	0.0	0.0	7.368177224028234e-05	2.459629661873869e-05	9.65596700552851e-05	2.668821980478242e-05	0.0001	0.0	0.0001	0.0001	0.013639213999999998	0.0055823666	0.019482559	0.0046083783
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81	80	397.0	0.0	2614.0	2614.0	24.0	2614.0	0.998429860000034	0.0	0.0	0.002785719520640365	0.006025509020871976	0.01625872403383255	2.1990595996612686e-05	0.0001	0.0	0.0001	0.0001	0.022418836	0.028509414	0.085357755	0.004830813
82	81	403.0	0.0	2638.0	2638.0	24.0	2638.0	0.9984061000000346	0.0	0.0	0.0027011534354339038	0.005708616344375174	0.015465318225324154	9.0687011834234e-05	0.0001	0.0	0.0001	0.0001	0.027272308	0.014236368999999999	0.057620354000000006	0.012888231000000002
83	82	409.0	0.0	2662.0	2662.0	24.0	2662.0	0.9983823400000352	0.0	0.0	0.007637575768361178	0.011416240073423059	0.030109215527772907	8.265912765637041e-05	0.0001	0.0	0.0001	0.0001	0.04251744	0.027147466000000002	0.09710405	0.019569958000000002
84	83	427.0	0.0	2735.0	2735.0	73.0	2735.0	0.9983100700000368	2.0	2.0	0.006058201589540759	0.007431243585776266	0.015532095916569231	4.636678204406053e-05	0.0001	0.0	0.0001	0.0001	0.034202307	0.01802291	0.06147811	0.0091602355	0.06218086	0.007994833	0.072717324	0.050964775999999996
85	84	433.0	0.0	2759.0	2759.0	24.0	2759.0	0.9982863100000372	0.0	0.0	0.00587817479390651	0.006676330892818696	0.015619666315615175	0.0009720184607431293	0.0001	0.0	0.0001	0.0001	0.06322286	0.016726384	0.07903212	0.03907747
86	85	439.0	0.0	2783.0	2783.0	24.0	2783.0	0.9982625500000376	0.0	0.0	0.0028391347974926853	0.005435184421183251	0.014986816793680191	0.00020927409059368077	0.0001	0.0	0.0001	0.0001	0.042948167999999995	0.010397766999999999	0.05814214400000001	0.028676082999999998
87	86	445.0	0.0	2807.0	2807.0	24.0	2807.0	0.9982387900000382	0.0	0.0	0.007809897362070235	0.0119680619027119	0.03164619952440262	5.9007343224948265e-05	0.0001	0.0	0.0001	0.0001	0.03661928	0.041657012	0.12204913	0.009280023
88	87	451.0	0.0	2831.0	2831.0	24.0	2831.0	0.9982150300000387	0.0	0.0	0.005170311853968694	0.0072303933307486575	0.015763569623231888	4.542918031802401e-05	0.0001	0.0	0.0001	0.0001	0.027953667999999997	0.025522547000000003	0.07040204	0.007770098299999999
89	88	457.0	0.0	2855.0	2855.0	24.0	2855.0	0.9981912700000392	0.0	0.0	0.00022946322133066133	1.5438126111366708e-05	0.0002570537035353482	0.00020994828082621095	0.0001	0.0	0.0001	0.0001	0.029744046	0.0019899409	0.03217331	0.02664799
90	89	463.0	0.0	2879.0	2879.0	24.0	2879.0	0.9981675100000398	0.0	0.0	0.007614958952520586	0.007454361130735674	0.01520086545497179	0.00011858867219416423	0.0001	0.0	0.0001	0.0001	0.035783242	0.011766391999999999	0.052858748	0.020137595
91	90	476.0	0.0	2931.0	2931.0	52.0	2931.0	0.9981160300000408	1.0	1.0	0.009613968181768613	0.0127811587803718	0.031678996980190284	8.298164902953431e-05	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.04605476	0.04268257	0.14016181	0.007299735	-0.006929568499999999	0.0062048924	0.0032395483	-0.013447933
92	91	489.0	0.0	2985.0	2985.0	54.0	2985.0	0.998062570000042	1.0	1.0	0.00020496010200496618	9.403912086030096e-05	0.0003808488545473665	6.860477151349187e-05	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.021964163999999998	0.00456203	0.03111248	0.016292218
93	92	495.0	0.0	3009.0	3009.0	24.0	3009.0	0.9980388100000426	0.0	0.0	0.01243901586421998	0.011522612563948898	0.03072655387222767	2.9550756153184917e-05	0.0001	0.0	0.0001	0.0001	0.05558042	0.045220934000000004	0.12265375	0.003966954
94	93	513.0	0.0	3081.0	3081.0	72.0	3081.0	0.997967530000044	1.0	1.0	0.003756185295916272	0.008447049725955573	0.030468974262475967	3.19551290886011e-05	0.0001	0.0	0.0001	0.0001	0.024542497000000003	0.030850073	0.11681140000000001	0.0034663496000000003
95	94	526.0	0.0	3133.0	3133.0	52.0	3133.0	0.9979160500000452	1.0	1.0	3.949162767942956e-05	1.8545582744284718e-05	7.434676081174986e-05	1.4044440831639804e-05	0.0001	0.0	0.0001	0.0001	0.008719183	0.0031426193	0.014774503000000001	0.0034600913
96	95	532.0	0.0	3157.0	3157.0	24.0	3157.0	0.9978922900000458	0.0	0.0	0.006183020537355333	0.007489943414092644	0.0155372004956007	1.6161275198101066e-05	0.0001	0.0	0.0001	0.0001	0.029347122000000003	0.029013667000000003	0.06673227	0.0051186765000000006
97	96	535.0	0.0	3168.0	3168.0	11.0	3168.0	0.9978814000000459	0.0	0.0	0.016145464032888412	0.00011979229748249055	0.016265256330370903	0.016025671735405922	0.0001	0.0	0.0001	0.0001	0.09310645599999999	0.014795795	0.10790225	0.07831066
98	97	541.0	0.0	3192.0	3192.0	24.0	3192.0	0.9978576400000464	0.0	0.0	0.0005754008064589774	0.00012720153987888768	0.0007309105130843817	0.00036969606298953295	0.0001	0.0	0.0001	0.0001	0.04694434	0.0057977433	0.056236985999999996	0.038593847
99	98	547.0	0.0	3216.0	3216.0	24.0	3216.0	0.9978338800000469	0.0	0.0	0.008194754753882686	0.012121300901337754	0.031908273696899414	0.00014148818445391953	0.0001	0.0	0.0001	0.0001	0.04715917	0.037910506000000004	0.11580591	0.004600076
100	99	553.0	0.0	3240.0	3240.0	24.0	3240.0	0.9978101200000477	0.0	0.0	0.004277219413779676	0.005455435621891526	0.016405286267399788	0.0005717291496694088	0.0001	0.0	0.0001	0.0001	0.07763956	0.030890677000000002	0.10346733	0.022133902
101	100	557.0	0.0	3254.0	3254.0	14.0	3254.0	0.9977962600000478	0.0	0.0	0.0015734214975964278	0.00028571034325639726	0.0019069360569119453	0.0011800492648035288	0.0001	0.0	0.0001	0.0001	0.08440093	0.006978668	0.09206834400000001	0.074222766
102	101	563.0	0.0	3278.0	3278.0	24.0	3278.0	0.9977725000000484	0.0	0.0	0.012966088412213141	0.01033307034507342	0.031001016497612003	0.00047838417231105273	0.0001	0.0	0.0001	0.0001	0.062196463	0.021555582	0.10451119	0.036802556
103	102	569.0	0.0	3302.0	3302.0	24.0	3302.0	0.9977487400000488	0.0	0.0	0.007666931671944138	0.007291238811096377	0.015093006193637846	0.00032902573002502317	0.0001	0.0	0.0001	0.0001	0.04202028	0.0045808004	0.048859797	0.037382793
104	103	586.0	0.0	3372.0	3372.0	70.0	3372.0	0.9976794400000504	1.0	1.0	0.007163233964306796	0.010307057131966977	0.030162349343299862	9.76670562522486e-05	0.0001	0.0	0.0001	0.0001	0.04035106	0.023882167000000003	0.11136083	0.01869206	-0.0065438864	0.008264115	0.005763056	-0.01723913
105	104	592.0	0.0	3396.0	3396.0	24.0	3396.0	0.9976556800000508	0.0	0.0	0.01024658614430033	0.011094410959844885	0.029591731727123264	0.00014743499923497438	0.0001	0.0	0.0001	0.0001	0.041840304	0.02261282	0.07710089999999999	0.017912533
106	105	605.0	0.0	3448.0	3448.0	52.0	3448.0	0.997604200000052	1.0	1.0	0.007212068404791912	0.009587177276356386	0.030270751565694812	0.000103701873740647	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.03875784	0.015930865	0.07810908	0.016267134
107	106	611.0	0.0	3472.0	3472.0	24.0	3472.0	0.9975804400000524	0.0	0.0	0.013715281844876396	0.010673188723948908	0.030465982854366306	0.000204269599635154	0.0001	0.0	0.0001	0.0001	0.06593982	0.036518093	0.112496555	0.016819349
108	107	617.0	0.0	3496.0	3496.0	24.0	3496.0	0.997556680000053	0.0	0.0	0.006334729594527744	0.008110384397834687	0.017988501116633415	0.00043829643982462585	0.0001	0.0	0.0001	0.0001	0.06885891400000001	0.032903876	0.1173952	0.03911474
109	108	649.0	0.0	3625.0	3625.0	129.0	3625.0	0.9974289700000558	3.0	3.0	0.005550965032625754	0.008892478269899595	0.030884083360433582	0.0001199822800117545	0.0001	0.0	0.0001	0.0001	0.03917615	0.02027492	0.08603862	0.006216797
110	109	655.0	0.0	3649.0	3649.0	24.0	3649.0	0.9974052100000564	0.0	0.0	0.009298542527540121	0.007447328616964574	0.015627391636371613	6.598185427719727e-05	0.0001	0.0	0.0001	0.0001	0.037972204	0.014268471999999999	0.052275587000000005	0.014314107
111	110	659.0	0.0	3664.0	3664.0	15.0	3664.0	0.9973903600000568	0.0	0.0	7.648054209615414e-05	1.2235541818281207e-05	9.3627575552091e-05	6.589527038158849e-05	0.0001	0.0	0.0001	0.0001	0.014747634499999999	0.0007877563999999999	0.015860048999999998	0.01413908
112	111	665.0	0.0	3688.0	3688.0	24.0	3688.0	0.9973666000000572	0.0	0.0	0.002652480822386375	0.0057464678145555045	0.015501931309700012	6.202603253768757e-05	0.0001	0.0	0.0001	0.0001	0.021830311	0.015436028000000001	0.05602146	0.011843186	0.014072505	0.008884358	0.025456946	0.0007268758500000001
113	112	671.0	0.0	3712.0	3712.0	24.0	3712.0	0.9973428400000576	0.0	0.0	0.0025876473422007016	0.005635640853723574	0.015189312398433684	5.369503196561709e-05	0.0001	0.0	0.0001	0.0001	0.017499765	0.012760805	0.04593730000000001	0.010467299999999999
114	113	677.0	0.0	3736.0	3736.0	24.0	3736.0	0.9973190800000582	0.0	0.0	4.749420592512858e-05	1.4905001301220722e-05	6.894843681948261e-05	2.946757922472898e-05	0.0001	0.0	0.0001	0.0001	0.008934793	0.0027782171999999996	0.012461328999999998	0.0047854926
115	114	683.0	0.0	3760.0	3760.0	24.0	3760.0	0.9972953200000588	0.0	0.0	0.002590499130747048	0.005738669006100304	0.015422549098730087	1.7544200090924278e-05	0.0001	0.0	0.0001	0.0001	0.013869326999999999	0.020990385	0.06078035	0.0036012032
116	115	689.0	0.0	3784.0	3784.0	24.0	3784.0	0.9972715600000592	0.0	0.0	0.007790847028142404	0.0077635369194505545	0.015806403011083603	1.1223472029087134e-05	0.0001	0.0	0.0001	0.0001	0.034264017	0.029867703	0.06847262	0.003772826
117	116	695.0	0.0	3808.0	3808.0	24.0	3808.0	0.9972478000000596	0.0	0.0	0.011188601526858596	0.012193490339370736	0.03329528123140335	0.00031580566428601736	0.0001	0.0	0.0001	0.0001	0.062662594	0.038849413	0.12837362	0.021115847000000004
118	117	738.0	0.0	3978.0	3978.0	170.0	3978.0	0.9970795000000634	3.0	3.0	0.007516625155742161	0.010647906316829084	0.04726218432188034	6.93922338541597e-05	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.043324072000000005	0.029274862000000002	0.14193556	0.006855678299999999	0.05463783	0.005727937	0.06185788	0.045987602
119	118	751.0	0.0	4030.0	4030.0	52.0	4030.0	0.9970280200000644	1.0	1.0	0.0012343134566995455	0.0040399295537773584	0.015227492898702618	6.883515652589267e-06	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.011758753	0.012445278999999998	0.05288722	0.0016201119000000001
120	119	757.0	0.0	4054.0	4054.0	24.0	4054.0	0.9970042600000649	0.0	0.0	0.010339459016298257	0.014449487696956332	0.030886419117450718	3.983954957220704e-05	0.0001	0.0	0.0001	0.0001	0.0465225	0.04295314	0.117923915	0.01052395
121	120	770.0	0.0	4108.0	4108.0	54.0	4108.0	0.9969508000000662	1.0	1.0	0.006356211200069923	0.008876626234972271	0.029296420514583588	0.00013082625810056925	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.053952999999999994	0.015242668999999999	0.074354745	0.018963521
122	121	776.0	0.0	4132.0	4132.0	24.0	4132.0	0.9969270400000668	0.0	0.0	0.010269702315175286	0.011042554872685278	0.029977258294820782	0.00030523535679094493	0.0001	0.0	0.0001	0.0001	0.04303075	0.015164066	0.07313289	0.02768804
123	122	782.0	0.0	4156.0	4156.0	24.0	4156.0	0.9969032800000672	0.0	0.0	0.005227356106236886	0.007018135913745312	0.015256403014063837	0.00021430142805911598	0.0001	0.0	0.0001	0.0001	0.0321047	0.012298257	0.052491422999999995	0.019292008
124	123	788.0	0.0	4180.0	4180.0	24.0	4180.0	0.9968795200000676	0.0	0.0	0.0026929987628439753	0.005584959786993718	0.015181168913841248	0.0001479310740251094	0.0001	0.0	0.0001	0.0001	0.019590445	0.014810946	0.051450722000000004	0.004454812	0.017137961	0.0023796795999999998	0.020253336	0.014465811
125	124	794.0	0.0	4204.0	4204.0	24.0	4204.0	0.9968557600000684	0.0	0.0	0.0026384535182539057	0.005625531247698289	0.015217305161058903	8.79585713846609e-05	0.0001	0.0	0.0001	0.0001	0.022844246000000002	0.010600014	0.046091028	0.014593038000000001
126	125	800.0	0.0	4228.0	4228.0	24.0	4228.0	0.9968320000000688	0.0	0.0	0.002614942800088708	0.005710848512173391	0.015384758822619915	4.215709486743435e-05	0.0001	0.0	0.0001	0.0001	0.020566097	0.013841774	0.05142776	0.012185933999999999
127	126	806.0	0.0	4252.0	4252.0	24.0	4252.0	0.9968082400000692	0.0	0.0	0.00513374380049451	0.007212275325697906	0.015421963296830652	2.7364834750187587e-05	0.0001	0.0	0.0001	0.0001	0.025546377999999998	0.020848908	0.056614608	0.009418403
128	127	812.0	0.0	4276.0	4276.0	24.0	4276.0	0.9967844800000698	0.0	0.0	0.012785750952086042	0.010448900841839116	0.03055746853351593	2.73219575319672e-05	0.0001	0.0	0.0001	0.0001	0.04757163	0.02645393	0.09350414	0.008117964
129	128	817.0	0.0	4297.0	4297.0	21.0	4297.0	0.9967636900000704	0.0	0.0	0.0063660059357061975	0.007167092535735998	0.01544599235057831	0.0003666435950435698	0.0001	0.0	0.0001	0.0001	0.042347092	0.006191487	0.04909796	0.034212034
130	129	835.0	0.0	4369.0	4369.0	72.0	4369.0	0.9966924100000718	1.0	1.0	0.0056798304739298635	0.010353442455922214	0.03147982433438301	4.381602047942579e-05	0.0001	0.0	0.0001	0.0001	0.04269746	0.029326928999999998	0.10811523	0.006170119599999999
131	130	838.0	0.0	4381.0	4381.0	12.0	4381.0	0.996680530000072	0.0	0.0	2.2657103727397047e-05	2.4630126063129865e-06	2.512011633371003e-05	2.0194091121084053e-05	0.0001	0.0	0.0001	0.0001	0.005339629499999999	9.461073e-05	0.00543424	0.0052450188
132	131	844.0	0.0	4405.0	4405.0	24.0	4405.0	0.9966567700000726	0.0	0.0	0.006025340665655676	0.0072801354422779565	0.015350104309618471	8.09965786174871e-06	0.0001	0.0	0.0001	0.0001	0.030155426000000003	0.023777662	0.06141607	0.0021217312
133	132	850.0	0.0	4429.0	4429.0	24.0	4429.0	0.9966330100000732	0.0	0.0	0.00037506018416024747	2.1289435080335e-05	0.0004013368743471801	0.0003424391616135836	0.0001	0.0	0.0001	0.0001	0.039206866	0.0012082872	0.040771384	0.037852313
134	133	856.0	0.0	4453.0	4453.0	24.0	4453.0	0.9966092500000736	0.0	0.0	0.0002385119471000508	6.803538913870495e-05	0.00032108783489093184	0.00015405130397994069	0.0001	0.0	0.0001	0.0001	0.02925383	0.0052509895	0.035476327	0.022481134	0.0024666004	0.0058005764	0.012487685	-0.0015403314000000002
135	134	862.0	0.0	4477.0	4477.0	24.0	4477.0	0.996585490000074	0.0	0.0	0.003107672876649303	0.006079930884313853	0.015267441049218178	3.068969454034232e-05	0.0001	0.0	0.0001	0.0001	0.022493303	0.017455496	0.056814767	0.008930233000000001
136	135	868.0	0.0	4501.0	4501.0	24.0	4501.0	0.9965617300000746	0.0	0.0	0.0031329888784966896	0.006215702434715003	0.015564392320811747	2.185492849093862e-05	0.0001	0.0	0.0001	0.0001	0.016191874	0.021693066	0.059522673	0.0037893602000000004
137	136	874.0	0.0	4525.0	4525.0	24.0	4525.0	0.9965379700000752	0.0	0.0	0.003123988725019444	0.006169808562106159	0.015463478863239288	1.3823150766256733e-05	0.0001	0.0	0.0001	0.0001	0.017201031999999998	0.024479391	0.065714486	0.0028741849	-0.01662376	0.0035255633000000003	-0.013757054	-0.022662703
138	137	880.0	0.0	4549.0	4549.0	24.0	4549.0	0.9965142100000756	0.0	0.0	0.009754043315479069	0.007907722717526985	0.016472158953547478	6.131471309345216e-05	0.0001	0.0	0.0001	0.0001	0.05151751	0.03422928	0.08712249	0.009688796999999999
139	138	886.0	0.0	4573.0	4573.0	24.0	4573.0	0.9964904500000762	0.0	0.0	9.570464899297804e-05	1.978649094910411e-05	0.000121922988910228	6.871241930639371e-05	0.0001	0.0	0.0001	0.0001	0.010709399999999999	0.003348258	0.016000418	0.006636372
140	139	892.0	0.0	4597.0	4597.0	24.0	4597.0	0.9964666900000768	0.0	0.0	0.00016415893915109337	1.568029090624808e-05	0.00019087718101218345	0.00014503885176964104	0.0001	0.0	0.0001	0.0001	0.021908129	0.0009275292	0.02302662	0.020805525
141	140	905.0	0.0	4649.0	4649.0	52.0	4649.0	0.9964152100000778	1.0	1.0	0.005587087986593057	0.0076236902840554855	0.01759544014930725	9.26778739085421e-06	0.0001	0.0	0.0001	0.0001	0.03141087	0.02950415	0.08327425	0.002309177	0.0024541301999999997	0.002806636	0.005346876600000001	-0.0007266563
142	141	911.0	0.0	4673.0	4673.0	24.0	4673.0	0.9963914500000784	0.0	0.0	0.003129443505895324	0.006211305986985504	0.015552051365375519	1.6864887584233653e-05	0.0001	0.0	0.0001	0.0001	0.016232603999999998	0.018402431	0.052871373	0.0039155935
143	142	917.0	0.0	4697.0	4697.0	24.0	4697.0	0.9963676900000789	0.0	0.0	0.006181601174466778	0.012252457205186426	0.0306865107268095	4.5810556912329055e-05	0.0001	0.0	0.0001	0.0001	0.03192816	0.037334755	0.106548734	0.011809183999999999
144	143	959.0	0.0	4862.0	4862.0	165.0	4862.0	0.9962043400000824	3.0	3.0	0.00458442527566903	0.006778135512807884	0.01592981070280075	4.01935976697132e-05	0.0001	0.0	0.0001	0.0001	0.030243983	0.01745289	0.06884884	0.004224195
145	144	961.0	0.0	4872.0	4872.0	10.0	4872.0	0.9961944400000826	0.0	0.0	0.015611345699653613	0.015573145070447937	0.03118449077010155	3.82006292056758e-05	0.0001	0.0	0.0001	0.0001	0.05580452	0.048097	0.10390152	0.0077075176
146	145	967.0	0.0	4896.0	4896.0	24.0	4896.0	0.9961706800000832	0.0	0.0	0.010281517759115864	0.007260898254974319	0.015517707914113997	1.0655889127519913e-05	0.0001	0.0	0.0001	0.0001	0.03752184	0.024353212000000003	0.05796456	0.0020333775
147	146	973.0	0.0	4920.0	4920.0	24.0	4920.0	0.9961469200000836	0.0	0.0	0.01269027087740445	0.015943013478594496	0.04485977813601494	6.601832865271717e-05	0.0001	0.0	0.0001	0.0001	0.04529591	0.03427507	0.11478138	0.014825541000000001
148	147	991.0	0.0	4990.0	4990.0	70.0	4990.0	0.9960776200000852	1.0	1.0	0.002687924889970519	0.005500428508158248	0.01513559278100729	0.00012645585229620337	0.0001	0.0	0.0001	0.0001	0.030325731	0.005669576	0.04378089	0.020588122
149	148	997.0	0.0	5014.0	5014.0	24.0	5014.0	0.9960538600000856	0.0	0.0	0.002622022113428102	0.0056949801977525935	0.015356266871094704	4.4087159039918327e-05	0.0001	0.0	0.0001	0.0001	0.020876216	0.014732756000000001	0.052783865	0.009648171
150	149	1003.0	0.0	5038.0	5038.0	24.0	5038.0	0.9960301000000862	0.0	0.0	0.005166448322597717	0.007251643707490074	0.015658164396882057	2.9837303372914906e-05	0.0001	0.0	0.0001	0.0001	0.024050176	0.022341282999999997	0.05765891	0.0055759083
151	150	1009.0	0.0	5062.0	5062.0	24.0	5062.0	0.9960063400000868	0.0	0.0	0.005160912759189766	0.007073704620632503	0.015380886383354662	2.1689378627343107e-05	0.0001	0.0	0.0001	0.0001	0.024879277	0.023645874	0.06000781	0.005956041600000001	0.0044271303	0.005362131	0.010356214	-0.0039355666
152	151	1013.0	0.0	5080.0	5080.0	18.0	5080.0	0.9959885200000872	0.0	0.0	0.00417550372367259	0.0066193706309108594	0.01564021408557892	0.00028429055237211287	0.0001	0.0	0.0001	0.0001	0.03279763	0.024591105	0.07472315	0.01200931
153	152	1019.0	0.0	5104.0	5104.0	24.0	5104.0	0.9959647600000876	0.0	0.0	0.00016988275941306102	1.719168964906142e-05	0.00019912087009288368	0.00014129685587249694	0.0001	0.0	0.0001	0.0001	0.008162343	0.0022252345999999998	0.011798719	0.005086689	0.01487756	0.0026128637	0.018274663	0.011110564
154	153	1025.0	0.0	5128.0	5128.0	24.0	5128.0	0.995941000000088	0.0	0.0	0.002643566492527801	0.005614003418102228	0.015196769498288631	0.00010241074051009492	0.0001	0.0	0.0001	0.0001	0.019886201000000003	0.014723492	0.05220634	0.008702286
155	154	1043.0	0.0	5200.0	5200.0	72.0	5200.0	0.9958697200000896	1.0	1.0	0.006144046852973083	0.007403351942976809	0.01576203852891922	7.546426786575466e-05	0.0001	0.0	0.0001	0.0001	0.0325243	0.011802835	0.049806867000000005	0.009511845	0.011025522	0.004195309699999999	0.015083224	0.0049620047
156	155	1049.0	0.0	5224.0	5224.0	24.0	5224.0	0.9958459600000902	0.0	0.0	0.002809428452261879	0.005656543253441888	0.015457327477633953	0.0002113554946845397	0.0001	0.0	0.0001	0.0001	0.01604663	0.012911067	0.04279262	0.0053595738
157	156	1055.0	0.0	5248.0	5248.0	24.0	5248.0	0.9958222000000908	0.0	0.0	0.006061738764401525	0.0077884894857580345	0.017224742099642754	0.00034986471291631466	0.0001	0.0	0.0001	0.0001	0.04946224	0.02776802	0.093572326	0.018707488
158	157	1073.0	0.0	5321.0	5321.0	73.0	5321.0	0.9957499300000924	1.0	1.0	0.002126085891278409	0.0074750404655252066	0.032941687852144234	0.00012365728616714478	0.0001	0.0	0.0001	0.0001	0.023163844	0.023614824	0.11129595	0.0023346571
159	158	1081.0	0.0	5353.0	5353.0	32.0	5353.0	0.995718250000093	1.0	1.0	0.0002632227260619402	8.96878540817467e-05	0.0003976816078647971	0.00012077446444891392	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.013327108999999998	0.0054018316	0.02123091	0.006417629300000001
160	159	1094.0	0.0	5405.0	5405.0	52.0	5405.0	0.995666770000094	1.0	1.0	0.00908213602815522	0.011038016340909364	0.03083172626793385	0.00027634631260298187	0.0001	0.0	0.0001	0.0001	0.044837713	0.021343717	0.09561669	0.013735658000000001
161	160	1100.0	0.0	5429.0	5429.0	24.0	5429.0	0.9956430100000946	0.0	0.0	0.009114897606195882	0.011226339563401784	0.028759807348251343	0.00039494878728874033	0.0001	0.0	0.0001	0.0001	0.056103908	0.018649586	0.089213595	0.035221647
162	161	1101.0	0.0	5433.0	5433.0	4.0	5433.0	0.9956390500000948	0.0	0.0
163	162	1107.0	0.0	5457.0	5457.0	24.0	5457.0	0.9956152900000952	0.0	0.0	0.0031643026406527486	0.006204985301101571	0.015574187040328981	3.854054375551641e-05	0.0001	0.0	0.0001	0.0001	0.022146696	0.017575305	0.056663692	0.009595286
164	163	1113.0	0.0	5481.0	5481.0	24.0	5481.0	0.9955915300000956	0.0	0.0	0.0032234605172561715	0.006067737488335482	0.015356714837253094	2.9304823328857314e-05	0.0001	0.0	0.0001	0.0001	0.021192446	0.01897551	0.05711371	0.0036683710999999997
165	164	1119.0	0.0	5505.0	5505.0	24.0	5505.0	0.9955677700000962	0.0	0.0	0.01357545357896015	0.01601257850129975	0.033360183238983154	0.0004732160014100373	0.0001	0.0	0.0001	0.0001	0.0803207	0.050072078	0.14227128	0.036823142	0.017384438000000002	0.004579874	0.023002656	0.008005209000000001
166	165	1132.0	0.0	5557.0	5557.0	52.0	5557.0	0.9955162900000972	1.0	1.0	0.005184807729165186	0.007149994974483938	0.01568775437772274	3.16665209538769e-05	0.0001	0.0	0.0001	0.0001	0.030643873	0.021255435	0.06896599	0.004455204
167	166	1146.0	0.0	5611.0	5611.0	54.0	5611.0	0.9954628300000984	1.0	1.0	0.006318086337369795	0.006081689992289212	0.01595032773911953	0.0009777515660971405	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.08534278	0.029943872000000003	0.14531724	0.04169351
168	167	1152.0	0.0	5635.0	5635.0	24.0	5635.0	0.9954390700000991	0.0	0.0	0.005373370649370675	0.01063375282814114	0.029150031507015232	0.0005233549745753407	0.0001	0.0	0.0001	0.0001	0.040114082	0.016092457	0.06344341	0.012896966999999999
169	168	1158.0	0.0	5659.0	5659.0	24.0	5659.0	0.9954153100000996	0.0	0.0	0.0005212652322370559	2.531013001893475e-05	0.0005564934108406304	0.0004777383292093873	0.0001	0.0	0.0001	0.0001	0.028711492	0.010606328	0.038584646	0.008062664
170	169	1200.0	0.0	5829.0	5829.0	170.0	5829.0	0.9952470100001032	4.0	4.0	0.004176723352169834	0.0068248999446280595	0.01705644093453884	3.374323932803236e-05	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.024590714	0.017963761	0.060802787999999997	0.006944988399999999
171	170	1206.0	0.0	5853.0	5853.0	24.0	5853.0	0.9952232500001036	0.0	0.0	0.00912596721027512	0.012123478346667728	0.030413608998060226	5.05933930980973e-05	0.0001	0.0	0.0001	0.0001	0.04014364	0.037843056	0.11071842	0.011792573
172	171	1212.0	0.0	5877.0	5877.0	24.0	5877.0	0.9951994900001042	0.0	0.0	0.0031555785753880627	0.006125252904436483	0.015406074933707712	8.360677020391451e-05	0.0001	0.0	0.0001	0.0001	0.02398075	0.014492678	0.052869886	0.015272135
173	172	1218.0	0.0	5901.0	5901.0	24.0	5901.0	0.9951757300001048	0.0	0.0	0.003177821542340098	0.0062038619906081005	0.015585498884320259	5.310644701239653e-05	0.0001	0.0	0.0001	0.0001	0.022706913	0.015905024	0.054144267	0.011672937
174	173	1224.0	0.0	5925.0	5925.0	24.0	5925.0	0.9951519700001052	0.0	0.0	0.00609261861682171	0.007383590152924826	0.015251681208610538	4.736897972179577e-05	0.0001	0.0	0.0001	0.0001	0.029571217	0.019071706	0.054377083	0.011317681999999999
175	174	1230.0	0.0	5949.0	5949.0	24.0	5949.0	0.9951282100001058	0.0	0.0	0.009253640529641416	0.012261417825923441	0.030773125588893887	6.112531264079735e-05	0.0001	0.0	0.0001	0.0001	0.040922599999999996	0.035568308	0.10773308599999999	0.014280423
176	175	1236.0	0.0	5973.0	5973.0	24.0	5973.0	0.9951044500001064	0.0	0.0	0.00014240435266401618	5.694060599966682e-05	0.00024643808137625456	9.632647561375053e-05	0.0001	0.0	0.0001	0.0001	0.016058382	0.0035814468	0.019313096999999998	0.0103931725

37 KiB Raw Blame History

37 KiB

Raw Blame History