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trace tests update

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This commit is contained in:
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_QR_DQN_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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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,,,,
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23,1121.0,0.0,5540.0,5540.0,234.0,5540.0,0.9955618300000963,5.0,65.0,0.0,,,,27.369281474886268,31.415961676926877,117.39376831054688,1.6547856330871582,5.000000000000001e-05,6.776263578034403e-21,5e-05,5e-05,48.570988,30.103327,178.69554,25.50989,1.2611240480922348,0.9471053795173676,2.9127534883249893,0.0,,,,
24,1159.0,0.0,5692.0,5692.0,152.0,5692.0,0.9954113500000996,0.0,0.0,0.0,,,,22.421022302226014,29.526073528236534,134.66459655761722,1.333237886428833,4.999999999999999e-05,1.3552527156068802e-20,5e-05,5e-05,38.155884,22.256369,142.38083,20.779846,0.0,0.0,0.0,0.0,,,,
25,1211.0,0.0,5901.0,5901.0,209.0,5901.0,0.995204440000104,3.0,55.0,0.0,,,,20.919890511494415,25.236920144182772,94.25011444091795,1.0202153921127322,5.0000000000000016e-05,1.3552527156068802e-20,5e-05,5e-05,29.841938,14.481047,85.20053,14.958545,0.952000039655271,0.6733299902533258,2.0831709161120813,0.0,,,,
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 51.0 0.0 1260.0 1260.0 203.0 1260.0 0.9997990300000044 5.0 55.0 0.0 36.39371548271647 36.46216820501814 49.45138568291551 49.49063725100042 199.1195526123047 199.14385986328125 0.19053678214550016 0.2370053380727768 5.000000000000001e-05 6.776263578034403e-21 5e-05 5e-05 7.532597999999999 8.106395 7.1016245 7.653527 33.78272 37.918265999999996 1.4505563999999997 1.4823846999999999 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 39.265952220872826 39.21498674154281 41.12147905803706 40.966334498138956 99.56693267822266 99.45429229736328 0.20913273096084595 0.2783645689487457 5e-05 0.0 5e-05 5e-05 9.42191 11.493177000000001 7.0360494000000005 8.143372 23.090874 27.88594 2.064445 2.804944 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 37.98109634149642 37.997530142466225 47.905636816865616 47.686402373955495 148.4886474609375 148.0321502685547 0.2750575840473175 0.3659912347793579 5e-05 6.776263578034403e-21 5e-05 5e-05 10.243463499999999 12.492678 7.6128125 8.967174 32.07251 43.69277 3.250062 4.7538095 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 28.930436090746927 28.93536954673369 36.11691394038722 35.996568840218124 147.92953491210938 147.71107482910156 0.3181586265563965 0.4109263420104981 5.0000000000000016e-05 1.3552527156068802e-20 5e-05 5e-05 10.44046 11.921192999999999 6.4473057 7.154584 32.9211 35.408936 4.3905983 5.475621 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 18.96833928142275 19.01853317235197 31.799296642491196 31.73065188890599 146.1549530029297 145.7387237548828 0.3456725478172302 0.4107859432697296 5.000000000000001e-05 6.776263578034403e-21 5e-05 5e-05 8.966327 10.154241 7.091922 7.8330517 41.89229 47.878605 4.5536304 5.396381400000001 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 32.09392697803485 32.07186578519833 42.13298296371022 41.966178693622524 195.0815734863281 194.7534942626953 0.2923644483089447 0.3353344798088074 5.0000000000000016e-05 2.0328790734103208e-20 5e-05 5e-05 15.759795 18.104782 11.353839 13.075563 70.18659 84.22504 3.342692 3.6740150000000003 1.0234306140936356 0.5002579938176909 2.1008995427938943 0.0
12 11 440.0 0.0 2815.0 2815.0 643.0 2815.0 0.9982595800000378 10.0 335.0 0.0 28.14659144123149 28.241446902848182 34.815239080658415 34.85627948916873 144.4326171875 144.36659240722656 0.4303665161132813 0.4909345805644989 5.000000000000001e-05 6.776263578034403e-21 5e-05 5e-05 18.55 19.778129999999997 12.039677000000001 12.654268 87.61861 88.67351500000001 5.962619999999999 6.610262 1.3803392321717662 1.096111017851517 4.070269499186656 0.0 0.017199665581962714 0.014711282060209972 0.0031208499377391747 0.0029370955585178325 0.021268549477972555 0.01916578561475035 0.013525613469537349 0.011431378351990134
13 12 458.0 0.0 2888.0 2888.0 73.0 2888.0 0.9981873100000394 2.0 45.0 0.0 31.14651732312309 31.499239090416175 36.85799012635688 37.45303116914551 138.88088989257812 141.36285400390625 1.0084846019744873 0.9536997675895692 5e-05 0.0 5e-05 5e-05 29.951015 29.248409999999996 16.332592 15.650569 75.88148000000001 71.87909 14.728288000000001 14.681288 0.6193548093911652 0.6855072221487064 1.8179069375972308 0.0
14 13 478.0 0.0 2969.0 2969.0 81.0 2969.0 0.9981071200000412 0.0 0.0 0.0 21.76374124884605 21.9556499183178 26.82507406559877 27.275734589849755 94.766845703125 96.1314468383789 1.2202812433242798 1.0587046146392822 5e-05 0.0 5e-05 5e-05 26.107689999999998 24.860376000000002 6.088878 5.973276 41.73264 40.390087 17.984592000000003 16.44971 0.0 0.0 0.0 0.0 0.01866802644651519 0.015622645472152119 0.004178971677646881 0.003616398338992898 0.023218704897008138 0.022574815150001086 0.011671426802058705 0.011153336142306215
15 14 532.0 0.0 3183.0 3183.0 214.0 3183.0 0.9978952600000456 4.0 50.0 0.0 22.0509301479216 22.150840351978943 31.086725403761662 31.378442000167443 93.48860931396484 94.2119140625 0.800851583480835 0.774277925491333 5.0000000000000016e-05 1.3552527156068802e-20 5e-05 5e-05 24.249879999999997 23.761226999999998 15.414260999999998 16.20461 74.55404 72.71788000000001 11.378158 11.1300535 1.1449070106363344 0.7411479181777391 2.363283716034233 0.0
16 15 551.0 0.0 3262.0 3262.0 79.0 3262.0 0.9978170500000474 2.0 15.0 0.0 26.60526430606842 26.64994892321135 38.69304492048134 38.88476731133048 133.52310180664062 134.13800048828122 0.7627888321876526 0.7795231938362122 5e-05 0.0 5e-05 5e-05 29.563177000000003 30.691628 27.568185999999997 28.987253000000003 111.50503 114.957954 11.430572 11.542784 0.7209514730836505 0.7680412970584659 1.8953382542587165 0.0
17 16 632.0 0.0 3584.0 3584.0 322.0 3584.0 0.9974982700000544 6.0 145.0 0.0 26.971557103097442 27.051017467677593 31.434959821173138 31.549487367040182 125.12825012207031 123.92398834228516 0.910109519958496 0.944594383239746 5.000000000000001e-05 6.776263578034403e-21 5e-05 5e-05 33.74196 35.256115 20.234205 21.881757999999998 147.04688000000002 163.08112 13.579481 14.200109 1.1770031212416605 0.8262292064074209 3.0179431656102578 0.0 0.013656995417435005 0.014364275371384188 0.005333211900559342 0.006713234307642353 0.01954438033906626 0.02478289117483655 0.006371547533963168 0.0037042652317904865
18 17 671.0 0.0 3742.0 3742.0 158.0 3742.0 0.9973418500000576 2.0 15.0 0.0 28.62383951132114 28.817911947384854 32.79578258247046 33.12067221990375 93.93648529052734 95.75489044189452 0.9729704260826112 0.9412024617195128 4.999999999999999e-05 1.3552527156068802e-20 5e-05 5e-05 32.46002 32.21356 18.16512 18.489529 81.844734 81.63014 14.586188 14.253252 0.6005911651530309 0.5453746168835384 1.5870367819374844 0.0 0.03191614872266655 0.03340592364123344 0.00667430942512365 0.008006605849225681 0.04514769844769035 0.050213053451152526 0.023792251308041155 0.026884825304150584
19 18 692.0 0.0 3823.0 3823.0 81.0 3823.0 0.9972616600000594 2.0 15.0 0.0 25.202779620885853 25.17339034080505 30.552071620815717 30.799689979490736 125.29591369628906 126.7385025024414 1.7230273485183716 1.6798182725906372 5e-05 0.0 5e-05 5e-05 39.337395 40.65267 21.905525 22.928457 132.3519 135.37898 25.856197 25.454242999999998 0.7922353902907879 0.6952623969580528 1.8179069375972308 0.0
20 19 724.0 0.0 3954.0 3954.0 131.0 3954.0 0.9971319700000624 3.0 60.0 0.0 22.967615332454443 22.61877366527915 25.815068446331463 25.475957043383087 86.47146606445312 87.23521423339844 1.1379579305648804 1.0491437911987305 5e-05 0.0 5e-05 5e-05 33.888259999999995 36.468734999999995 16.320104999999998 18.711422 92.47138000000001 105.155396 16.30554 15.084179999999998 0.9800021878033628 0.8735070818924148 2.46433739265332 0.0
21 20 892.0 0.0 4624.0 4624.0 670.0 4624.0 0.9964686700000768 10.0 120.0 0.0 26.94163532028655 26.76441630096493 32.71184937290853 32.312885508456546 172.76866149902344 172.42578125 0.6505141854286194 0.6974627375602722 5e-05 6.776263578034403e-21 5e-05 5e-05 37.312836 40.603745 23.1887 25.413135999999998 165.69048999999998 183.58588999999998 9.836427 10.761553 1.3694909525397223 0.977245098695965 4.034435997798811 0.0 0.03216368277622071 0.03520899955342733 0.01633922464087734 0.017470817679322934 0.06566673704037385 0.0689028069091728 0.004426548708725025 0.009736330420419109
22 21 1039.0 0.0 5212.0 5212.0 588.0 5212.0 0.9958865500000892 7.0 305.0 0.0 25.77646716922319 25.58388039652182 30.437974512340155 30.082226743252054 129.35916137695312 129.48117065429688 0.7989792227745056 0.9502491354942322 5.0000000000000016e-05 1.3552527156068802e-20 5e-05 5e-05 35.62171 38.948544 19.011225 20.306423000000002 129.2298 137.17696999999998 11.903933 13.764803 0.8833582927089424 0.6666778268136587 2.4487212795420223 0.0 0.01983640661286093 0.02299263094427867 0.005789663785793397 0.004950158129326472 0.027688373105920615 0.02969474263940356 0.013402554265921934 0.01672235769356121
23 22 1062.0 0.0 5306.0 5306.0 94.0 5306.0 0.9957934900000912 1.0 30.0 0.0 28.046357004538827 27.628428853076443 35.999259041663095 35.22442651288078 129.90437316894528 127.4379653930664 0.7184672355651855 0.8532395958900452 4.999999999999999e-05 1.3552527156068802e-20 5e-05 5e-05 34.574165 38.605255 28.98651 32.10079 119.78352 132.49275 10.539461 11.907950999999999 0.2925741106831343 0.4098911262217585 1.0 0.0
24 23 1121.0 0.0 5540.0 5540.0 234.0 5540.0 0.9955618300000963 5.0 65.0 0.0 27.472846814270678 27.369281474886268 31.7742525124272 31.415961676926877 119.24581909179688 117.39376831054688 1.3385473489761353 1.6547856330871582 5.000000000000001e-05 6.776263578034403e-21 5e-05 5e-05 45.069244 48.570988 29.056599 30.103327 165.97798 178.69554 20.73777 25.50989 1.2611240480922348 0.9471053795173676 2.9127534883249893 0.0
25 24 1159.0 0.0 5692.0 5692.0 152.0 5692.0 0.9954113500000996 0.0 0.0 0.0 22.508516057541495 22.421022302226014 29.69980634890218 29.526073528236534 134.62515258789062 134.66459655761722 1.1457782983779907 1.333237886428833 4.999999999999999e-05 1.3552527156068802e-20 5e-05 5e-05 36.56114 38.155884 22.830523 22.256369 142.84929 142.38083 18.496206 20.779846 0.0 0.0 0.0 0.0
26 25 1211.0 0.0 5901.0 5901.0 209.0 5901.0 0.995204440000104 3.0 55.0 0.0 21.163342314270828 20.919890511494415 25.83502308281645 25.236920144182772 95.9129867553711 94.25011444091795 0.8334482908248901 1.0202153921127322 5.0000000000000016e-05 1.3552527156068802e-20 5e-05 5e-05 26.855858 29.841938 13.416523999999999 14.481047 70.00622 85.20053 12.89766 14.958545 0.952000039655271 0.6733299902533258 2.0831709161120813 0.0