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trace tests update

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Shadi Endrawis
2018-10-02 17:55:16 +03:00
parent 51726a5b80
commit f7990d4003
79 changed files with 10105 additions and 9539 deletions
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rl_coach/traces/Atari_DQN_with_PER_space_invaders/trace.csv
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@@ -3,24 +3,24 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
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23,1168.0,0.0,5730.0,5730.0,451.0,5730.0,0.9957943000001384,9.0,135.0,0.0,,,,0.003394269569201112,0.0015034209248224208,0.006873616948723793,0.00030460109701380134,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.019337032,0.004563292,0.03227617,0.009310081,1.8106147736379832,0.8312107112542342,3.576076181290893,0.0,0.15577316,0.080689125,0.2712098,0.025479522
24,1208.0,0.0,5888.0,5888.0,158.0,5888.0,0.9956521000001431,1.0,20.0,0.0,,,,0.0032029842677263496,0.0011189781458444713,0.005108157638460398,0.0013184790732339025,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.01866647,0.0040886644,0.031644065,0.009256918000000001,0.4472008091612553,0.3011222275263949,1.0,0.0,,,,
25,1230.0,0.0,5977.0,5977.0,89.0,5977.0,0.9955720000001458,1.0,25.0,0.0,,,,0.0025971688552420924,0.001482701684045734,0.005979289300739765,0.0004605161957442761,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.01721761,0.004599328,0.024743654,0.011051871999999999,0.4640036158005789,0.3933780310230613,1.0,0.0,,,,
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
3 2 0.0 1.0 573.0 573.0 87.0 573.0 1.0 0.0 0.2991949731169189 0.4147830569909918 1.0 0.0
4 3 0.0 1.0 722.0 722.0 149.0 722.0 1.0 0.0 1.089942054123867 0.6773639260883686 1.9560606270183023 0.0
5 4 0.0 1.0 1057.0 1057.0 335.0 1057.0 1.0 0.0 1.6150170189100268 1.2171006279541683 4.3034191502088746 0.0
6 5 63.0 0.0 1310.0 1310.0 253.0 1310.0 0.9997723000000076 4.0 50.0 0.0 0.005109202163559588 0.0039202847778113436 0.006644729727199222 0.006263777089330178 0.04764580726623535 0.049257375299930566 1.3183480405132285e-05 5.077696914668195e-05 0.00025 0.0 0.00025 0.00025 0.013519267 0.013308493000000001 0.015397271 0.017164468999999998 0.11750877 0.13987061 0.0010043144 0.0023992234 1.222244018436626 0.936837542398956 3.1882608013105234 0.0
7 6 191.0 0.0 1821.0 1821.0 511.0 1821.0 0.9993124000000226 12.0 185.0 0.0 0.00485087334413052 0.004593203465984108 0.002713731984112081 0.0021969329158487037 0.011721758171916008 0.00970420427620411 0.00026730389799922705 0.0003390797064639628 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.017303153999999998 0.019031318000000002 0.0053161266 0.004022172 0.033556815 0.035296198 0.007327091 0.009933204000000001 2.2788441379494553 1.4480347036158143 5.334774783194502 0.0
8 7 296.0 0.0 2240.0 2240.0 419.0 2240.0 0.998935300000035 5.0 100.0 0.0 0.0046935698821298074 0.003653767967729696 0.002123739322185295 0.001740684637283814 0.01283388864248991 0.010923825204372406 0.00030128471553325653 0.00041024066740646964 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.019991936000000002 0.015745763 0.0050188279999999995 0.004175014 0.037825644 0.03364053 0.0079848645 0.008318542 0.8555964976400694 1.0053707470132562 3.3749244373511424 0.0 0.022227847999999998 0.057318043 0.019901505 0.009990469 0.043740325 0.07027736 -0.013208518 0.041588046000000004
9 8 339.0 0.0 2414.0 2414.0 174.0 2414.0 0.9987787000000402 1.0 5.0 0.0 0.004928239204292728 0.00298635839744536 0.0020712643406458143 0.0013539560456426634 0.00949070695787668 0.005964607931673528 0.0005535380914807321 0.00042365491390228266 0.00025 0.0 0.00025 0.00025 0.022211848 0.015840299999999998 0.005014984 0.0035706405 0.03487437 0.0269212 0.012367811000000001 0.009626155 0.3973882352674416 0.32154192970544776 1.0 0.0 0.12187975 0.13001125 0.09768122 0.091406025 0.26016974 0.280287 -0.018181328 0.020805694
10 9 368.0 0.0 2529.0 2529.0 115.0 2529.0 0.9986752000000436 3.0 30.0 0.0 0.004931809064666075 0.0033529473252461427 0.0021389635478543815 0.0012378168612257664 0.012947684153914452 0.005202623084187508 0.0019566710107028484 0.0013181851245462894 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.023665477999999997 0.013647531000000001 0.007522414399999999 0.0028544036 0.052453473 0.02008231 0.013190613 0.009242491 0.6324934579648669 0.8584618010459154 2.5898325667156983 0.0
11 10 411.0 0.0 2702.0 2702.0 173.0 2702.0 0.9985195000000489 3.0 75.0 0.0 0.004735770288768203 0.0032074888017526717 0.002382846652794767 0.0013843268793446175 0.009951505810022354 0.006973672192543745 0.0008040203247219324 0.0005883279372937977 0.00025 0.0 0.00025 0.00025 0.024901329 0.014390683999999999 0.0063486459999999995 0.0036021646000000004 0.04445335 0.02506999 0.015387693999999999 0.00869694 1.0608731055181009 0.7741962088105712 2.3536752936697938 0.0
12 11 465.0 0.0 2915.0 2915.0 213.0 2915.0 0.9983278000000549 3.0 20.0 0.0 0.004829961579196366 0.0029073718755136964 0.0020574665947583615 0.0014124396805022324 0.010273397900164127 0.0063392091542482385 0.0007140584057196975 0.0005183480679988861 0.00025 0.0 0.00025 0.00025 0.025302371 0.015633921999999998 0.006292670500000001 0.0044343970000000005 0.04320265400000001 0.029728131 0.0144736 0.007719664 0.9256049353481748 0.5663397851070973 1.7696505901309243 0.0
13 12 510.0 0.0 3097.0 3097.0 182.0 3097.0 0.9981640000000604 4.0 60.0 0.0 0.0027069961361121386 0.002842391636093251 0.002082697011936235 0.0014247398799355467 0.012323932722210884 0.006430811248719692 0.0003875927068293095 0.0003364998265169561 0.00025 0.0 0.00025 0.00025 0.014567738 0.015215146 0.006485510999999999 0.004152642 0.04721776 0.02688868 0.0072065409999999995 0.008576938000000001 1.3110499512651883 0.7061102045075827 2.617221396387248 0.0
14 13 550.0 0.0 3258.0 3258.0 161.0 3258.0 0.9980191000000652 3.0 75.0 0.0 0.002841024359804578 0.003018008540675509 0.0013159307049278785 0.001454306012783436 0.005496966186910868 0.007033628411591053 0.00048402749234810466 0.000497488013934344 0.00025 0.0 0.00025 0.00025 0.014706117 0.015878329 0.0032470564 0.0038064932000000003 0.022621624 0.02493483 0.009809383 0.009048521 1.0703466266135009 0.8490488659932097 2.503485520019768 0.0
15 14 594.0 0.0 3433.0 3433.0 175.0 3433.0 0.9978616000000704 4.0 50.0 0.0 0.003004245682034728 0.0031981761107047983 0.0013917433867090205 0.00149475222042825 0.006274733226746321 0.006982012651860714 0.0005688919918611647 0.0005008063744753599 0.00025 0.0 0.00025 0.00025 0.015371343 0.017199991 0.0036695802 0.004867367 0.02386936 0.028234602999999997 0.008327322 0.009319977 1.3808433281553778 0.7416611931247653 2.5777888872395627 0.0
16 15 630.0 0.0 3578.0 3578.0 145.0 3578.0 0.9977311000000748 2.0 25.0 0.0 0.002770724596403953 0.003583730395702231 0.001379406934408562 0.0014964255714729473 0.0062045715749263755 0.007132054306566715 0.00032843893859535456 0.001394236576743424 0.00025 0.0 0.00025 0.00025 0.015296696 0.017279841 0.0040239790000000004 0.0050933715 0.02464723 0.038019616 0.008413383 0.009194573000000001 0.3767929397358389 0.4664994895961535 1.5753547499769285 0.0
17 16 675.0 0.0 3756.0 3756.0 178.0 3756.0 0.99757090000008 0.0 0.0 0.0 0.0029412518508086737 0.0028668779361231077 0.0015695806621785356 0.0012603713572818744 0.007634700275957584 0.007133098319172859 0.0004385213542263955 0.0005364719545468688 0.00025 0.0 0.00025 0.00025 0.016245693000000002 0.01560024 0.005185027 0.0036475987 0.036562647999999996 0.027550783 0.010281325 0.009329158 0.0 0.0 0.0 0.0
18 17 779.0 773.0 0.0 4171.0 4149.0 4171.0 4149.0 415.0 393.0 4171.0 4149.0 0.9971974000000924 0.9972172000000916 6.0 7.0 80.0 110.0 0.0 0.0025979703395233424 0.0028412866118668143 0.0011716058513348887 0.0013291403698355768 0.007265660911798476 0.007771885953843594 0.0001775840064510703 0.00041435641469433904 0.0002500000000000001 1.0842021724855042e-19 5.421010862427521e-20 0.00025 0.00025 0.014886473 0.015886402 0.0037650878 0.0043010414 0.026265499999999997 0.034666665 0.0046373084 0.008347323 1.2064564511640037 1.5179730557594682 0.9581523932003888 0.8294499033146091 3.7053456169634456 3.8589015480688023 0.0 0.025268772999999998 0.067157425 0.031956796 0.029909479 0.06619469 0.10246599 -0.019865535 0.024570586000000002
19 18 802.0 805.0 0.0 4265.0 4275.0 4265.0 4275.0 94.0 126.0 4265.0 4275.0 0.9971128000000952 0.9971038000000954 1.0 0.0 30.0 0.0 0.0 0.002766348644281211 0.00294101678809966 0.0013898341669422176 0.0012883131533559743 0.007497622165828944 0.005554453935474157 0.000944632338359952 0.0010863736970350146 0.0002500000000000001 0.00025 5.421010862427521e-20 0.0 0.00025 0.00025 0.01588387 0.017447181000000003 0.0052003902 0.0036517114000000003 0.03411659 0.025432779 0.009723878 0.01125872 0.4758686413166112 0.0 0.3805813846183533 0.0 1.0 0.0 0.0
20 19 859.0 873.0 0.0 4494.0 4547.0 4494.0 4547.0 229.0 272.0 4494.0 4547.0 0.9969067000001018 0.9968590000001034 5.0 100.0 0.0 0.0024714343507136953 0.0028480996094431784 0.0013473575021048759 0.0015406189549359484 0.007473943755030631 0.007224093191325664 0.0003096564905717969 0.00030473372316919267 0.00025 0.0 0.00025 0.00025 0.015645703 0.01619344 0.0044700815000000005 0.004821869 0.033086676 0.031022197999999997 0.0069206680000000005 0.007961753 1.7352332608258287 1.528008104537138 0.8915224300531083 1.0386942113847804 3.1694045534542283 3.734564478584796 0.0 0.036270775 0.08571519999999999 0.04929908 0.08022811 0.13315588 0.23996003 -0.018592108 -0.028359476
21 20 925.0 1002.0 0.0 4758.0 5064.0 4758.0 5064.0 264.0 517.0 4758.0 5064.0 0.9966691000001096 0.9963937000001188 6.0 75.0 275.0 0.0 0.002845598067282341 0.002937199200896994 0.0012255590763663713 0.0014104416114333964 0.006424555089324714 0.006882843095809221 0.0004704671737272293 0.00035868395934812725 0.00025 0.0 0.00025 0.00025 0.01692575 0.016578186 0.0037792347999999996 0.004497583 0.028671494 0.029974993 0.010078756999999999 0.0076164734 1.689846122458243 1.046974615064052 1.273814066516635 0.7566838794283395 3.9579986855743465 3.1770927490855687 0.0 0.054854717000000004 0.11706034 0.05534945 0.08318379 0.15613228 0.23606531 -0.009998313 -0.0047064917
22 21 952.0 1031.0 0.0 4866.0 5182.0 4866.0 5182.0 108.0 118.0 4866.0 5182.0 0.9965719000001128 0.9962875000001222 0.0 2.0 0.0 35.0 0.0 0.002853455830168409 0.002962777110073587 0.001397822531321339 0.0014409474809543481 0.007332308217883109 0.0058748628944158545 0.000737558351829648 0.0005616140551865102 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.017479947 0.017493905 0.004376444 0.0044269855 0.030206406 0.027637900000000003 0.01124808 0.0096871 0.0 0.5876978997236304 0.0 0.5619829666298203 0.0 1.6298236312032324 0.0
23 22 989.0 1056.0 0.0 5012.0 5279.0 5012.0 5279.0 146.0 97.0 5012.0 5279.0 0.9964405000001172 0.9962002000001252 2.0 3.0 45.0 55.0 0.0 0.0026794478803316858 0.003193118592510776 0.0011618792868513831 0.0017987906472062625 0.004971560090780258 0.007445470429956912 0.00035609633778221905 0.0004953058669343591 0.00025 0.0 0.00025 0.00025 0.015238602 0.018905526000000002 0.0030655032 0.005584166999999999 0.021991309 0.031691566000000004 0.010308336 0.010873831 0.920688534667319 1.041884850646882 0.5000778477909199 0.8936781248863329 1.8097278682212583 2.5576202952427 0.0 0.12709783 0.07807851 0.2853783 0.014096903999999999
24 23 1096.0 1168.0 0.0 5441.0 5730.0 5441.0 5730.0 429.0 451.0 5441.0 5730.0 0.99605440000013 0.9957943000001384 6.0 9.0 105.0 135.0 0.0 0.002629319344871356 0.003394269569201112 0.0011724846004769849 0.0015034209248224208 0.005449161864817143 0.006873616948723793 0.00044546127901412547 0.00030460109701380134 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.016436351000000002 0.019337032 0.0037974370000000003 0.004563292 0.027812889 0.03227617 0.008626205 0.009310081 1.2475527983921246 1.8106147736379832 0.7067378799978371 0.8312107112542342 2.9556949727128736 3.576076181290893 0.0 0.05807725 0.15577316 0.050866842 0.080689125 0.17836033 0.2712098 -0.04308027 0.025479522
25 24 1170.0 1208.0 0.0 5737.0 5888.0 5737.0 5888.0 296.0 158.0 5737.0 5888.0 0.9957880000001388 0.9956521000001431 4.0 1.0 80.0 20.0 0.0 0.0026722191463262345 0.0032029842677263496 0.0013386005393860115 0.0011189781458444713 0.007470845244824886 0.005108157638460398 0.0004896125174127518 0.0013184790732339025 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.016547307 0.01866647 0.004948175 0.0040886644 0.0411756 0.031644065 0.0074825925 0.009256918000000001 1.2178376196698089 0.4472008091612553 0.8258058074749828 0.3011222275263949 3.03999691070777 1.0 0.0
26 25 1186.0 1230.0 0.0 5800.0 5977.0 5800.0 5977.0 63.0 89.0 5800.0 5977.0 0.9957313000001404 0.9955720000001458 1.0 10.0 25.0 0.0 0.0027753642061725263 0.0025971688552420924 0.0012452546551415544 0.001482701684045734 0.004621786531060934 0.005979289300739765 0.000532475532963872 0.0004605161957442761 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.01667763 0.01721761 0.0037144085 0.004599328 0.022935195 0.024743654 0.010432839000000001 0.011051871999999999 0.13727421034342713 0.4640036158005789 0.33638380923838584 0.3933780310230613 1.0 0.0