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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_C51_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,,,,
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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22,992.0,0.0,5026.0,5026.0,124.0,5026.0,0.9960706900000852,4.0,80.0,0.0,,,,3.9303887446721393,0.0003660622821289879,3.930558443069458,3.928993225097656,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.0017878629000000002,0.0031582718,0.013690787,0.0005955570400000001,1.3451618537673,1.1096991653941397,3.0898896329640837,0.0,,,,
23,1112.0,0.0,5504.0,5504.0,478.0,5504.0,0.9955974700000956,7.0,110.0,0.0,,,,3.9300644317594897,0.00048261017522260256,3.93047833442688,3.927913665771485,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.0030386879,0.004634549,0.022174232000000002,0.00073956157,1.235612882603384,0.6420095750226174,3.0848770640447634,0.0,0.035258680271606266,0.011647875887269484,0.054692128300667435,0.016495494544506634
24,1156.0,0.0,5679.0,5679.0,175.0,5679.0,0.9954242200000992,2.0,25.0,0.0,,,,3.9298657449808982,0.0006624029423227996,3.93034553527832,3.927419424057007,0.00025,0.0,0.00025,0.00025,0.003681957,0.005591136,0.022265982,0.0007994298,0.8552780879101226,0.523480862790951,1.877521022998968,0.0,,,,
25,1180.0,0.0,5776.0,5776.0,97.0,5776.0,0.9953281900001014,2.0,45.0,0.0,,,,3.9299136300881705,0.00031610408354052963,3.9302179813385014,3.928537130355835,0.00025,0.0,0.00025,0.00025,0.0021914851,0.0028706120000000003,0.015887184,0.0010854277,0.7507546721376259,0.7004130331576832,1.8261686238355863,0.0,,,,
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 3.9317551453908286 3.9317352210774135 2.292077088878397e-05 2.407134574195501e-05 3.9318559169769287 3.931850671768189 3.931660890579224 3.931662797927856 0.00025 0.0 0.00025 0.00025 0.0015475523 0.0016130212 0.0022671083 0.0023544687 0.0094129415 0.009832208 0.00074411946 0.0007587225 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 3.9317470851697416 3.9317221516057055 8.424885298854481e-06 2.8393100704527187e-05 3.931761503219605 3.9317376613616943 3.931729078292847 3.931619882583618 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0017113253 0.0017485315 0.002546734 0.0025665222 0.009262785 0.0096031735 0.0007195934299999999 0.0007149652000000001 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 3.9317100615728466 3.931710742768787 5.73015255981599e-05 1.9757311614159746e-05 3.9317591190338135 3.931730508804321 3.9315671920776367 3.9316580295562735 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0028099740000000002 0.0028334420000000003 0.0035779825 0.0035875288000000003 0.009782379 0.009559939 0.0007102792 0.0007086714 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 3.9316700857077067 3.9316638049794665 9.248268140292744e-05 8.835770227381325e-05 3.9317350387573238 3.931716203689575 3.931163787841797 3.931101083755493 0.00025 0.0 0.00025 0.00025 0.001684011 0.0016883161999999999 0.0027150003999999997 0.0027075324 0.012804485 0.013138678999999999 0.00063920295 0.0006439898 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 3.9315996056511286 3.93158137230646 9.955738611988931e-05 9.899681346698072e-05 3.9316680431365967 3.931650400161743 3.9312312602996826 3.931218385696411 0.00025 0.0 0.00025 0.00025 0.0017370107999999998 0.0017703464 0.0027744581 0.002836768 0.00984679 0.009999716 0.0006291246 0.0006297505000000001 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 3.9314646445787873 3.9314247186367326 0.00019119701493129832 0.00020985691871384964 3.9316132068634033 3.9315884113311768 3.930314779281616 3.930165529251098 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0025327114999999997 0.0026259087 0.0038908190000000002 0.0040648757 0.018312562 0.01969288 0.00061634305 0.0006104264 1.0234306140936356 0.5002579938176909 2.1008995427938943 0.0
12 11 406.0 0.0 2681.0 2681.0 509.0 2681.0 0.9983922400000348 9.0 320.0 0.0 3.9312957084085065 3.9312460666566382 0.00013851087435505692 0.00015088229763296552 3.931442260742188 3.931385040283203 3.9306914806365967 3.930580139160156 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.0016393426 0.001717266 0.0027615533 0.0028960726 0.0106354095 0.011583811000000001 0.0005250634 0.00053362455 1.5487425802799972 0.9434112651663112 4.0430534797383535 0.0 0.01474813409149705 0.02211338306466794 0.015984256512372744 0.012693727271687969 0.036521559953690115 0.04014564007520752 -0.011005972325801331 0.005227018147707514
13 12 471.0 0.0 2941.0 2941.0 260.0 2941.0 0.9981348400000404 7.0 110.0 0.0 3.9310575301830575 3.93098396888146 0.00023637919856646093 0.00025558325060157967 3.9313013553619385 3.931251525878906 3.930120706558228 3.930067777633667 0.00025 0.0 0.00025 0.00025 0.0020334235999999997 0.0022192413 0.0033391896000000004 0.0035853293 0.011399643999999999 0.01259266 0.0005310598999999999 0.00053927617 1.9247686125714616 1.4763974008694143 4.5174296147906645 0.0
14 13 506.0 0.0 3082.0 3082.0 141.0 3082.0 0.9979952500000436 0.0 0.0 0.0 3.9310955728803365 3.9310501030513216 8.378595812170304e-05 9.928599760211657e-05 3.9311645030975337 3.931129693984986 3.930620193481445 3.9304840564727774 0.00025 0.0 0.00025 0.00025 0.0009987707 0.0010526914999999999 0.0018234361 0.0018549723000000002 0.011586366 0.01182043 0.000476817 0.0005092583599999999 0.0 0.0 0.0 0.0 0.02083865366876189 0.027007679268718384 0.01069188830135163 0.015777484463216175 0.04244580939412188 0.04155192077159939 0.008185749500990408 -0.004159464687108204
15 14 569.0 0.0 3331.0 3331.0 249.0 3331.0 0.9977487400000488 7.0 110.0 0.0 3.931051877237136 3.9310040550847214 0.0001388172588925505 0.00013713500875067318 3.931135892868042 3.931095123291016 3.9301624298095694 3.930255889892578 0.00025 0.0 0.00025 0.00025 0.0013598388 0.0014536895000000001 0.0028366724 0.003044227 0.015576748999999999 0.016551271 0.00043305519999999997 0.00046372807 2.0098751682981617 1.1093871734323564 4.000165956499947 0.0
16 15 655.0 0.0 3677.0 3677.0 346.0 3677.0 0.9974062000000564 0.0 0.0 0.0 3.9305763106013454 3.930485764215159 0.0004229571946597187 0.0004791675138463453 3.9310512542724614 3.9310092926025386 3.929146051406861 3.9289395809173584 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0033595173 0.0036637257 0.004646675 0.005057025 0.017301217 0.018913887 0.0005054546 0.00048042364999999996 0.0 0.0 0.0 0.0 0.020163115051886026 0.02673329152166901 0.012127614312752187 0.018246214309196592 0.04591513723135063 0.0670881908386951 9.343400598105234e-06 -0.0044445902109140345
17 16 674.0 0.0 3753.0 3753.0 76.0 3753.0 0.997330960000058 1.0 10.0 0.0 3.930436598627191 3.9302756033445663 0.00020568950037311564 0.00026491583393688006 3.9305925369262695 3.9304935932159424 3.9297053813934326 3.9293212890625 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0025036198 0.0028473618 0.0035149802 0.0038246207 0.013321203 0.013993822 0.0009690778 0.0011612439 0.42667230386804816 0.4209997414589432 1.0 0.0
18 17 723.0 0.0 3948.0 3948.0 195.0 3948.0 0.997137910000062 0.0 0.0 0.0 3.9302857554688746 3.9301121332207503 0.0006425071196169863 0.0007249285851701791 3.9306602478027344 3.93054461479187 3.927115440368652 3.926475524902344 0.00025 0.0 0.00025 0.00025 0.0037492486 0.004166719 0.005678748199999999 0.00607345 0.027824294 0.029815415 0.0008326736999999999 0.0009982587 0.0 0.0 0.0 0.0
19 18 754.0 0.0 4073.0 4073.0 125.0 4073.0 0.9970141600000648 2.0 15.0 0.0 3.9300805368731098 3.9299140130319903 0.000519938183415399 0.0005883850513097767 3.930445909500122 3.930288553237915 3.9286279678344727 3.928234100341797 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0035371382 0.0039398223 0.004576198 0.004844566 0.014512276000000001 0.015578092 0.0012743992 0.0014653493 0.4379218073475659 0.6904045765467619 1.886384871716129 0.0 0.02993758823722658 0.024141461091737523 0.0171674576394353 0.014920733127398141 0.0622341979295021 0.0439044233411556 0.008454913645983247 -0.0014312818646425587
20 19 831.0 0.0 4381.0 4381.0 308.0 4381.0 0.9967092400000714 4.0 90.0 0.0 3.930233079117614 3.930125174584327 0.0004857963882875383 0.0005156776213968518 3.930583238601685 3.930519104003906 3.927547216415405 3.927454710006714 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0025181014 0.0027787187 0.0042537 0.0045149909999999994 0.026507894 0.028442059 0.0006471519 0.0007121817 1.0691845626589795 0.8498240160885151 2.745451683091903 0.0
21 20 929.0 0.0 4773.0 4773.0 392.0 4773.0 0.99632116000008 7.0 100.0 0.0 3.9304481428496687 3.9303993935487718 0.0003446659266870426 0.000375229125029804 3.9306659698486333 3.9306261539459233 3.9285593032836914 3.9283268451690674 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0021123014999999998 0.0022639388 0.003783748 0.00399352 0.020173741999999998 0.019860761 0.0005579767 0.000582562 1.4393231985989243 0.8717358172149811 3.0489377308973795 0.0 0.02544347631434653 0.02399343630919913 0.0052816174871664155 0.013934502176120992 0.03427363783121165 0.04786662720143856 0.018676988035440902 0.004320444166660803
22 21 961.0 0.0 4902.0 4902.0 129.0 4902.0 0.9961934500000826 3.0 30.0 0.0 3.9304565042257313 3.93039171397686 0.00026678316530055285 0.00030082864829957884 3.930674314498901 3.930622816085816 3.929453611373901 3.9292621612548833 0.00025 0.0 0.00025 0.00025 0.0023043063 0.0024432157999999997 0.003955795 0.004213264699999999 0.014118321000000001 0.013954926999999999 0.0005571415 0.00055390206 1.0833967298409597 0.9363232923629204 2.6221126076070793 0.0
23 22 992.0 0.0 5026.0 5026.0 124.0 5026.0 0.9960706900000852 4.0 80.0 0.0 3.930458211898804 3.9303887446721393 0.0003279377866550192 0.0003660622821289879 3.930619239807129 3.930558443069458 3.929210662841797 3.928993225097656 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0016615093 0.0017878629000000002 0.0029473716999999997 0.0031582718 0.01272093 0.013690787 0.0005844951999999999 0.0005955570400000001 1.3451618537673 1.1096991653941397 3.0898896329640837 0.0
24 23 1044.0 1112.0 0.0 5234.0 5504.0 5234.0 5504.0 208.0 478.0 5234.0 5504.0 0.9958647700000898 0.9955974700000956 2.0 7.0 20.0 110.0 0.0 3.930192166683721 3.9300644317594897 0.000400778065029482 0.00048261017522260256 3.930548429489136 3.93047833442688 3.928762674331665 3.927913665771485 0.00025 0.0002500000000000001 0.0 1.0842021724855042e-19 0.00025 0.00025 0.0028158217 0.0030386879 0.00422772 0.004634549 0.014383723999999999 0.022174232000000002 0.00077200204 0.00073956157 0.5169876369665919 1.235612882603384 0.4173632077926255 0.6420095750226174 1.3411660615140424 3.0848770640447634 0.0 0.02365245558321531 0.035258680271606266 0.011359249617777177 0.011647875887269484 0.042664456740022255 0.054692128300667435 0.00812225602567257 0.016495494544506634
25 24 1128.0 1156.0 0.0 5570.0 5679.0 5570.0 5679.0 336.0 175.0 5570.0 5679.0 0.995532130000097 0.9954242200000992 7.0 2.0 110.0 25.0 0.0 3.9301167712154164 3.9298657449808982 0.00047407734783713377 0.0006624029423227996 3.930419206619263 3.93034553527832 3.92802357673645 3.927419424057007 0.0002500000000000001 0.00025 5.421010862427521e-20 0.0 0.00025 0.00025 0.0026047395 0.003681957 0.004166825999999999 0.005591136 0.020599874 0.022265982 0.00068073766 0.0007994298 1.4823424347747136 0.8552780879101226 0.9778507351487692 0.523480862790951 3.63911799654736 1.877521022998968 0.0
26 25 1170.0 1180.0 0.0 5736.0 5776.0 5736.0 5776.0 166.0 97.0 5736.0 5776.0 0.9953677900001006 0.9953281900001014 3.0 2.0 55.0 45.0 0.0 3.929852037895016 3.9299136300881705 0.000608486381348064 0.00031610408354052963 3.930378675460816 3.9302179813385014 3.927333116531372 3.928537130355835 0.00025 0.0 0.00025 0.00025 0.0033983607000000002 0.0021914851 0.005062349 0.0028706120000000003 0.022029048 0.015887184 0.00085253065 0.0010854277 0.9847135286993404 0.7507546721376259 0.6559788450535955 0.7004130331576832 2.041006253056759 1.8261686238355863 0.0