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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_Dueling_DDQN_space_invaders/trace.csv
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@@ -3,19 +3,24 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
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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,,,,
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,,,,
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6,70.0,0.0,1335.0,1335.0,75.0,1335.0,0.999724780000006,2.0,15.0,0.0,,,,0.011545363522600384,0.011331178069383907,0.03035823628306389,0.0005611731903627515,0.0001,0.0,0.0001,0.0001,0.05962084,0.03063415,0.11521778,0.016333662,0.630055465573955,0.7534012288320482,1.886384871716129,0.0,,,,
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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 51.0 0.0 1260.0 1260.0 203.0 1260.0 0.9997990300000044 5.0 55.0 0.0 0.01115525748330173 0.011426913155945856 0.01482958817978088 0.014756518976957641 0.05945311859250069 0.05680577829480171 9.304942068411036e-05 0.0002147645864170045 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.06464555 0.07435301 0.044470195 0.045047246 0.23793462 0.24352701 0.007608571999999999 0.016394855 1.5742518458459676 1.1031375801910266 3.252515696371334 0.0
7 6 70.0 0.0 1335.0 1335.0 75.0 1335.0 0.999724780000006 2.0 15.0 0.0 0.011412088440633131 0.011545363522600384 0.011330222103483587 0.011331178069383907 0.030992994084954262 0.03035823628306389 0.00042172591201961035 0.0005611731903627515 0.0001 0.0 0.0001 0.0001 0.05938535599999999 0.05962084 0.02777386 0.03063415 0.11668128 0.11521778 0.020656634 0.016333662 0.630055465573955 0.7534012288320482 1.886384871716129 0.0
8 7 91.0 0.0 1422.0 1422.0 87.0 1422.0 0.9996386500000078 1.0 15.0 0.0 0.011660500895231962 0.011873709826475188 0.013899003705844034 0.013816552960862651 0.04478336870670319 0.04414435476064682 0.0002201012684963644 0.00033102076849900186 0.0001 1.3552527156068802e-20 0.0001 0.0001 0.06497177 0.06603781 0.03783021 0.04036743 0.16582458 0.16048972 0.011831452 0.020163156 0.2731692938539037 0.40901966584690697 1.0 0.0
9 8 159.0 0.0 1693.0 1693.0 271.0 1693.0 0.9993703600000136 5.0 55.0 0.0 0.008784510728463516 0.00892895733921983 0.010676103421827277 0.010597634284905831 0.044153913855552666 0.043597646057605736 0.00017267921066377312 0.00032593513606116176 0.00010000000000000003 2.7105054312137605e-20 0.0001 0.0001 0.052586783 0.05429927 0.03147318 0.032025557 0.16514115 0.16306725 0.01360802 0.010466161 1.3777471984624352 0.8115021837176055 3.11412900057984 0.0
10 9 201.0 0.0 1861.0 1861.0 168.0 1861.0 0.9992040400000172 3.0 50.0 0.0 0.0057493484051693005 0.005954749794216782 0.009297238709482698 0.009202235379131387 0.04292438179254532 0.04198700934648514 0.0001674733939580619 0.00025118381017819047 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.038713556 0.041775707 0.02916971 0.02735304 0.15294549 0.13903868 0.012743682 0.012313978 0.9971291228971556 0.7740837108535874 2.18976824447548 0.0
11 10 279.0 0.0 2172.0 2172.0 311.0 2172.0 0.998896150000024 4.0 65.0 0.0 0.009585858937032008 0.009854780438054616 0.012244045271861657 0.012550867252094849 0.05662017315626144 0.059424202889204025 8.848439028952271e-05 0.0002813946339301765 0.00010000000000000003 4.0657581468206416e-20 0.0001 0.0001 0.053857964 0.0545313 0.037834246 0.03862215 0.18018270000000003 0.19712389 0.0054985806000000005 0.007967907 1.0234306140936356 0.5002579938176909 2.1008995427938943 0.0
12 11 406.0 440.0 0.0 2681.0 2815.0 2681.0 2815.0 509.0 643.0 2681.0 2815.0 0.9983922400000348 0.9982595800000378 9.0 10.0 320.0 335.0 0.0 0.008271162704208052 0.008705651807137447 0.010108575283067541 0.010365609478213463 0.04325417801737785 0.04515113309025765 0.00013097573537379503 0.00027332009631209075 0.0001 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.051466412999999996 0.051797643 0.02947413 0.030422362 0.15955271 0.16835181 0.007228236 0.011892918999999998 1.5487425802799972 1.3803392321717662 0.9434112651663112 1.096111017851517 4.0430534797383535 4.070269499186656 0.0 0.010711596 0.030506922000000002 0.012882838 0.009463024 0.024684543 0.043351725 -0.014303938 0.017570784
13 12 471.0 458.0 0.0 2941.0 2888.0 2941.0 2888.0 260.0 73.0 2941.0 2888.0 0.9981348400000404 0.9981873100000394 7.0 2.0 110.0 45.0 0.0 0.009526190986910548 0.009799879244787412 0.01270130936938865 0.010812766104832236 0.0587114579975605 0.0411992110311985 0.0002338076883461326 0.0004764955374412239 0.00010000000000000002 0.0001 1.3552527156068802e-20 0.0 0.0001 0.0001 0.054751746 0.06231578 0.034732427 0.023420273999999998 0.20657991 0.14000057 0.011495937 0.027787858999999998 1.9247686125714616 0.6193548093911652 1.4763974008694143 0.6855072221487064 4.5174296147906645 1.8179069375972308 0.0
14 13 506.0 478.0 0.0 3082.0 2969.0 3082.0 2969.0 141.0 81.0 3082.0 2969.0 0.9979952500000436 0.9981071200000412 0.0 0.0 0.0 0.008103997894379844 0.006886815359030152 0.010146384256501963 0.00822154572400499 0.02888230979442596 0.028151353821158413 0.00016939456691034138 0.0002291356067871675 0.0001 1.3552527156068802e-20 0.0 0.0001 0.0001 0.054213032 0.044036895 0.03339996 0.027623571 0.123893134 0.11985183 0.00751579 0.015210131000000002 0.0 0.0 0.0 0.0 0.021964371 -0.0012964243 0.014109812 0.0077345967000000005 0.037105702000000004 0.012726211000000001 -0.004680969 -0.011794438999999999
15 14 569.0 532.0 0.0 3331.0 3183.0 3331.0 3183.0 249.0 214.0 3331.0 3183.0 0.9977487400000488 0.9978952600000456 7.0 4.0 110.0 50.0 0.0 0.007924241924727892 0.006956237401162206 0.009418823926395129 0.009541872186932865 0.04199397563934326 0.03044747933745384 0.00015404188889078796 0.00018875976093113422 0.00010000000000000003 2.7105054312137605e-20 0.0001 0.0001 0.04968934 0.045752503 0.028010858 0.029793812000000003 0.16092885 0.12070799 0.010448261 0.009390408000000001 2.0098751682981617 1.1449070106363344 1.1093871734323564 0.7411479181777391 4.000165956499947 2.363283716034233 0.0
16 15 655.0 551.0 0.0 3677.0 3262.0 3677.0 3262.0 346.0 79.0 3677.0 3262.0 0.9974062000000564 0.9978170500000474 0.0 2.0 0.0 15.0 0.0 0.009106423050980084 0.008442848150336527 0.010111300667633431 0.012173384099094577 0.03859076648950577 0.04232653975486755 0.00029026111587882037 0.0002570757351350039 9.999999999999998e-05 0.0001 2.7105054312137605e-20 0.0 0.0001 0.0001 0.05579937 0.04716655 0.029248272999999998 0.037182163 0.14688299999999999 0.14443676 0.014692408 0.010955643000000001 0.0 0.7209514730836505 0.0 0.7680412970584659 0.0 1.8953382542587165 0.0 0.0037893213 0.013087699 0.021280576000000002 -0.02601921
17 16 674.0 626.0 0.0 3753.0 3560.0 3753.0 3560.0 76.0 298.0 3753.0 3560.0 0.997330960000058 0.9975220300000538 1.0 6.0 10.0 145.0 0.0 0.005520004818160822 0.009251012113275687 0.006733671599695406 0.010029887794973515 0.015792973339557648 0.03953123837709427 0.00023233161482494327 0.00017335088341496885 0.0001 0.00010000000000000003 0.0 2.7105054312137605e-20 0.0001 0.0001 0.038671996 0.053577467999999996 0.022766063 0.029333506000000002 0.07300336 0.15917644 0.007988145 0.008500515 0.42667230386804816 1.2555763711101595 0.4209997414589432 0.9240906493644656 1.0 3.083943769311809 0.0 0.00013416121000000002 0.008821717 0.015920052 -0.008326407
18 17 723.0 891.0 0.0 3948.0 4619.0 3948.0 4619.0 195.0 1059.0 3948.0 4619.0 0.997137910000062 0.9964736200000766 0.0 19.0 0.0 300.0 0.0 0.006315292267554097 0.007645681498952226 0.009919354506782935 0.009414058271007344 0.03862195461988449 0.04135562479496002 0.000192232575500384 0.00017916453361976892 0.00010000000000000002 0.00010000000000000003 1.3552527156068802e-20 2.7105054312137605e-20 0.0001 0.0001 0.044760402000000005 0.04925753 0.03878928 0.030359953999999998 0.16543822 0.15788195 0.006780449 0.008305753 0.0 1.6717339663032367 0.0 1.1690778545783265 0.0 5.771819446417341 0.0 0.009137043000000001 0.022298122000000004 0.04927585599999999 -0.031120421000000002
19 18 754.0 909.0 0.0 4073.0 4694.0 4073.0 4694.0 125.0 75.0 4073.0 4694.0 0.9970141600000648 0.9963993700000782 2.0 1.0 15.0 5.0 0.0 0.005961802070810189 0.0075578728930041595 0.007226799990202231 0.008679731951877039 0.025835121050477028 0.03108345903456211 0.0001774366246536374 0.00022933213040232656 9.999999999999996e-05 0.0001 4.0657581468206416e-20 0.0 0.0001 0.0001 0.045393094 0.046490382000000004 0.024198316 0.025032546 0.12546872 0.11267102 0.009217705 0.01251911 0.4379218073475659 0.26449254728127203 0.6904045765467619 0.4117036621664033 1.886384871716129 1.0 0.0 0.028437674 0.010936578999999998 0.04250892 0.011872215
20 19 831.0 946.0 0.0 4381.0 4841.0 4381.0 4841.0 308.0 147.0 4381.0 4841.0 0.9967092400000714 0.9962538400000812 4.0 5.0 90.0 100.0 0.0 0.006491211289842311 0.0115111036446049 0.00892109273291234 0.011489895299968134 0.038520261645317085 0.031763449311256416 7.680161797907203e-05 0.00027352251345291734 0.00010000000000000003 0.0001 2.7105054312137605e-20 1.3552527156068802e-20 0.0001 0.0001 0.046867255 0.06159561 0.03352056 0.031588662 0.15879646 0.13237359 0.0045105475 0.015935825 1.0691845626589795 2.2849837878539345 0.8498240160885151 0.971178517444138 2.745451683091903 4.095674290907237 0.0
21 20 933.0 1042.0 0.0 4789.0 5224.0 4789.0 5224.0 408.0 383.0 4789.0 5224.0 0.9963053200000802 0.9958746700000896 5.0 7.0 35.0 80.0 0.0 0.007263708718728237 0.009199454678006685 0.009710189245773595 0.009978617442663974 0.05345397442579269 0.05764783918857575 0.0001070786820491776 0.00031337159452959895 0.0001 0.00010000000000000003 1.3552527156068802e-20 2.7105054312137605e-20 0.0001 0.0001 0.046955697000000005 0.054836433 0.031957038 0.028541432999999998 0.18837799 0.185097 0.0063061723 0.012546482 0.9497113318517078 1.4071924202269357 0.5665372653893023 0.99635982836491 1.841181516831549 3.4401906119270684 0.0 0.049459755 -0.04649626 0.012578323999999998 0.018119393 0.07545762 -0.01145938 0.038475648 -0.062069237
22 21 1088.0 0.0 5409.0 5409.0 185.0 5409.0 0.9956915200000936 2.0 55.0 0.0 0.00816560124677262 0.008514436323755096 0.027968401089310646 0.00028431529062800115 0.00010000000000000003 2.7105054312137605e-20 0.0001 0.0001 0.050769784000000005 0.025596844 0.121238366 0.016692609 0.7074657547333786 0.5792561355925516 1.7778213593991463 0.0
23 22 1118.0 0.0 5530.0 5530.0 121.0 5530.0 0.995571730000096 0.0 0.0 0.0 0.005226385891243504 0.006668131240954576 0.01606620848178864 0.00025087088579311967 9.999999999999998e-05 2.7105054312137605e-20 0.0001 0.0001 0.03845106 0.023627792999999998 0.07521168 0.010804271 0.0 0.0 0.0 0.0
24 23 1163.0 0.0 5710.0 5710.0 180.0 5710.0 0.9953935300001 2.0 15.0 0.0 0.008218312517618127 0.009096067919224612 0.029108991846442226 0.0002737445756793022 0.00010000000000000003 2.7105054312137605e-20 0.0001 0.0001 0.05207102 0.02900738 0.12575926 0.009468661 0.5801064677283798 0.40876075847832055 1.358748297681892 0.0
25 24 1195.0 0.0 5837.0 5837.0 127.0 5837.0 0.9952678000001028 3.0 30.0 0.0 0.007723447829184512 0.010716549149525923 0.04435421526432037 0.00026090070605278015 9.999999999999996e-05 4.0657581468206416e-20 0.0001 0.0001 0.04838518 0.028496007 0.13656300000000002 0.013654276000000002 0.5503377956235296 0.8800124539264379 2.6487275860632327 0.0
26 25 1235.0 0.0 5997.0 5997.0 160.0 5997.0 0.9951094000001062 1.0 20.0 0.0 0.007402585188538067 0.008799383002252224 0.028625858947634693 0.00024910399224609137 0.0001 0.0 0.0001 0.0001 0.04521679 0.030048715 0.12970752 0.010519697 0.4557785878050034 0.28863887894732576 1.0 0.0