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Trace tests update

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Shadi Endrawis
2018-08-20 13:01:17 +03:00
parent c1f428666e
commit 3abb6cd415
99 changed files with 12876 additions and 39 deletions
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rl_coach/traces/Atari_A3C_LSTM_space_invaders/trace.csv Normal file
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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,Entropy/Mean,Entropy/Stdev,Entropy/Max,Entropy/Min,Advantages/Mean,Advantages/Stdev,Advantages/Max,Advantages/Min,Values/Mean,Values/Stdev,Values/Max,Values/Min,Value Loss/Mean,Value Loss/Stdev,Value Loss/Max,Value Loss/Min,Policy Loss/Mean,Policy Loss/Stdev,Policy Loss/Max,Policy Loss/Min
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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 Entropy/Mean Entropy/Stdev Entropy/Max Entropy/Min Advantages/Mean Advantages/Stdev Advantages/Max Advantages/Min Values/Mean Values/Stdev Values/Max Values/Min Value Loss/Mean Value Loss/Stdev Value Loss/Max Value Loss/Min Policy Loss/Mean Policy Loss/Stdev Policy Loss/Max Policy Loss/Min
2 1 0.0 1.0 248.0 1.0 248.0 248.0 0.0 0.0
3 2 0.0 1.0 123.0 1.0 123.0 371.0 0.0 0.0
4 3 0.0 1.0 88.0 1.0 88.0 459.0 0.0 0.0
5 4 0.0 1.0 187.0 1.0 187.0 646.0 0.0 0.0
6 5 0.0 1.0 86.0 1.0 86.0 732.0 0.0 0.0
7 6 0.0 1.0 331.0 1.0 331.0 1063.0 0.0 0.0
8 7 15.0 0.0 283.0 1.0 283.0 1346.0 0.0 4.0 60.0 0.0 0.19038728 0.37413179999999996 1.085708 0.0005235527 1.7916272 5.3056545e-05 1.7917521 1.7915139 0.7594709227977354 0.7875483274351753 2.654857397079468 -0.01272570714354515 0.01685313 0.026051456 0.06775641 -0.010952383999999999 0.15764348 0.3329968 1.0256157 1.0381776e-06 0.39576545 0.7969487 2.2923334 -0.015413323999999999
9 8 28.0 0.0 260.0 1.0 260.0 1606.0 0.0 1.0 5.0 0.0 0.04208376 0.116426505 0.44519386 0.005088003 1.7914166 9.428363000000001e-05 1.7916368000000003 1.791266 0.03226857285548017 0.1964720915841794 0.985376238822937 -0.03431656211614609 0.10270161 0.014737441 0.123610094 0.014027433 0.02014357 0.06890331 0.25883156 0.00014790757 0.050990395 0.24849062 0.9112610999999999 -0.04358855
10 9 41.0 0.0 258.0 1.0 258.0 1864.0 0.0 3.0 50.0 0.0 0.15317139 0.29834458 0.88614666 0.0067990692000000005 1.7912786 0.00014624497 1.7915285 1.7909831000000003 0.11791496871469112 0.3335888662422885 0.9964320659637452 -0.11552873998880385 0.14228675 0.02709809 0.19294438 0.023462784 0.06762212 0.14083381 0.3970459 0.0002949245 0.21089181 0.5367635999999999 1.4676753999999999 -0.16865353
11 10 60.0 0.0 379.0 1.0 379.0 2243.0 0.0 2.0 15.0 0.0 0.13247547 0.28383696 0.9851553 0.017279061999999998 1.7896857 0.0005040495 1.7909534 1.7888476999999998 0.03593501462428658 0.25046052313640216 0.9846256971359252 -0.20018021762371066 0.30096403 0.05548007 0.4147089 0.039941877 0.039800237999999995 0.10806426400000001 0.35698512 0.0011615867999999999 0.06293697 0.38049793 1.1996851 -0.2838259
12 11 68.0 0.0 155.0 1.0 155.0 2398.0 0.0 4.0 90.0 0.0 0.366822 0.27297008 0.85500246 0.056615636 1.7862365000000002 0.0014941338 1.7889153999999998 1.7834325 0.07147985940459389 0.3777481010142403 0.9432406425476074 -0.4365565776824951 0.5416776 0.08939341 0.6384013000000001 0.08678746 0.120208606 0.1047605 0.29189906 0.005644179399999999 0.12151067 0.40066546 0.74686474 -0.6290473000000001
13 12 72.0 0.0 63.0 1.0 63.0 2461.0 0.0 0.0 0.0 0.0 0.380458 0.5025457 1.2508503 0.0845396 1.7842273000000002 0.00016402099999999998 1.7845758000000003 1.7839825 -0.15644778052965802 0.19377771679160247 -0.006263315677642822 -0.6633321642875671 0.66913104 0.10687629 0.72362936 0.13550685 0.043720815 0.057323013 0.143007 0.010515749 -0.31537065 0.3354341 -0.11016506 -0.8962283999999999
14 13 92.0 0.0 395.0 1.0 395.0 2856.0 0.0 7.0 80.0 0.0 0.7341813 0.8931361999999999 3.4697776 0.08773655 1.7756039000000001 0.007125674 1.7904316999999998 1.7572613999999998 0.0531010530869581 0.35287025941667083 0.9526851177215576 -0.43425774574279785 1.2777001000000001 0.4850268 2.382248 0.14852436 0.15513632 0.17681737 0.525007 0.012881841000000002 0.07083849 0.47545427 1.1537104 -0.4574643
15 14 99.0 0.0 136.0 1.0 136.0 2992.0 0.0 3.0 35.0 0.0 2.3274047 3.6074872000000004 11.039786 0.282328 1.7519287000000001 0.004642716 1.7601723999999999 1.7432127 -0.3301314194997152 0.7044738896059562 1.4541268348693848 -2.5556342601776123 2.4971607000000002 0.26111710000000005 2.6487439999999998 0.5862286999999999 0.53202635 0.7275212 2.252977 0.09076643 -0.6792965999999999 1.2040575 0.35570467 -3.540179
16 15 103.0 0.0 72.0 1.0 72.0 3064.0 0.0 2.0 40.0 0.0 4.007548 3.65184 10.018075 0.15519248 1.7376648999999997 0.0027116186 1.7455993000000003 1.7320668000000001 -0.2714320342791708 0.9907989894898622 0.8220000267028809 -2.4204037189483643 2.1503487 0.2635579 2.4204037 0.5985670999999999 0.77588123 0.7991889 2.1323647 0.06468646 -0.646171 1.7660096999999997 0.74871886 -3.6078562999999995
17 16 116.0 0.0 258.0 1.0 258.0 3322.0 0.0 5.0 75.0 0.0 1.6523731 2.4698055 8.083523 0.13003878 1.7277107 0.0052154507 1.7423832 1.7133006999999998 -0.039007020375085265 0.6065334628968307 1.6601608991622925 -2.028516292572021 2.0747602 0.20532979 2.3914117999999998 0.51776755 0.3199724 0.44089985 1.3816912000000001 0.045208815 -0.14023370000000002 1.0421013000000001 1.9057945 -2.6204767
18 17 126.0 0.0 187.0 1.0 187.0 3509.0 0.0 0.0 0.0 0.0 0.92402875 2.2525914 7.679933500000001 0.10234933 1.6913862000000002 0.00811164 1.7129078000000002 1.6787053 -0.3290705545382066 0.4870754997377705 -0.00916290283203125 -2.0534813404083248 1.8546785 0.17576595 2.0647898000000002 0.58214456 0.20426781 0.49021757 1.6748041 0.0308303 -0.6092503 0.87516916 -0.23161256 -3.2324522
19 18 142.0 0.0 304.0 1.0 304.0 3813.0 0.0 8.0 135.0 0.0 1.0899202 1.2234477 4.604091599999999 0.09670285 1.6710208999999998 0.017265387 1.7212131000000002 1.6353879999999998 0.038843880938396386 0.4414781879982783 1.6555359363555908 -1.5750807523727417 1.5963658 0.12633687 1.7319156999999998 0.49549833 0.20850252 0.22034019 0.7669623999999999 0.024377807999999997 -0.022250907 0.6641187 1.1199272 -1.9804106
20 19 154.0 0.0 229.0 1.0 229.0 4042.0 0.0 3.0 30.0 0.0 1.2594553 1.3803116000000002 3.5145763999999997 0.16982433 1.5893492 0.020280475 1.7202836 1.5471966000000001 0.018158039344208586 0.4246180314783785 0.9802966117858888 -1.4079413414001465 1.9309628 0.13179472 2.00963 0.55298984 0.16962524 0.19235095 0.5845739000000001 0.036804248 -0.12052882 0.73935986 1.0234607 -1.7943251
21 20 159.0 0.0 94.0 1.0 94.0 4136.0 0.0 2.0 45.0 0.0 2.433933 2.4023757000000003 6.9298470000000005 0.361035 1.5338767 0.009024621 1.5852808 1.5249511 -0.07727590973457593 0.6763922700521872 0.9142348766326904 -2.0492594242095947 1.9556553 0.17559198 2.0944297 0.6989957 0.43858927 0.53540176 1.4796344 0.038060218 -0.40701088 1.2666613000000002 0.9898828000000002 -2.7505924999999998
22 21 167.0 0.0 160.0 1.0 160.0 4296.0 0.0 1.0 30.0 0.0 1.1918872999999999 2.3961012000000004 7.528841000000001 0.21041411 1.5789443 0.032899573 1.6285396 1.5285223999999997 -0.3033659016931212 0.4753093769161661 0.6735560894012451 -1.957652568817139 1.7269223999999999 0.17983046 1.9576526 0.65285933 0.23161101 0.49035895 1.5254883 0.02308034 -0.5342293 0.74790174 -0.17959394 -2.5103128
23 22 177.0 0.0 196.0 1.0 196.0 4492.0 0.0 6.0 50.0 0.0 1.9176056000000001 1.4854782 5.182706 0.1296832 1.600741 0.007108025699999999 1.6213428 1.5850583 0.13868192747235294 0.6509546583268273 0.9652938842773438 -1.4699276685714722 1.5411451999999999 0.12013785 1.6934890999999999 0.48539475 0.29114074 0.25261027 0.9247953999999999 0.02226338 0.20969613 0.9626545 1.3314689 -2.1836848
24 23 181.0 0.0 64.0 1.0 64.0 4556.0 0.0 2.0 15.0 0.0 1.7134898 1.7741624 4.7404027 0.31171557 1.5784401000000001 0.0042786077 1.5924774 1.5698988 -0.2495364295808893 0.7244287028836092 0.8197289705276489 -1.6387592554092407 1.5626915000000001 0.14662078 1.6555089 0.5695728 0.39968159999999997 0.42479333 1.1206775 0.023818979 -0.60248417 1.3273264 0.47739142 -2.8594353
25 24 190.0 0.0 173.0 1.0 173.0 4729.0 0.0 2.0 35.0 0.0 0.86420363 1.1505579 3.1139815 0.21101475 1.5583048000000002 0.017154397 1.6805171000000003 1.543207 -0.04846956090229314 0.3673147151981751 1.5572770833969116 -1.3467092514038086 1.4270504 0.10279469999999999 1.5661808000000002 0.55668885 0.13428058 0.21433474 0.55084944 0.018585313 -0.23329782 0.7188769 1.2898462 -1.7598825
26 25 205.0 0.0 287.0 1.0 287.0 5016.0 0.0 1.0 15.0 0.0 0.62027776 1.1781626 5.0210605 0.19690849 1.514342 0.03201414 1.5717763 1.4700277 -0.17472102851591012 0.2584962285741155 0.7259573936462402 -1.389548659324646 1.372163 0.19543384 1.6445271000000001 0.49026695 0.07691100000000001 0.1892716 0.77725166 0.012039252 -0.2952007 0.3808548 -0.022987355 -1.7028612
27 26 213.0 0.0 148.0 1.0 148.0 5164.0 0.0 1.0 10.0 0.0 0.87788093 1.1205411 3.2541595 0.16302086 1.6190518999999999 0.027872879 1.6517131 1.5822551 -0.02111946441689316 0.3623434091799364 0.9680911898612976 -1.0958757400512695 0.85739833 0.11593313 1.0958757 0.43242526 0.10100008 0.15961096 0.4262519 0.0066352487 -0.1389226 0.54876155 0.983246 -1.2080108999999999
28 27 226.0 0.0 252.0 1.0 252.0 5416.0 0.0 7.0 80.0 0.0 0.5659744000000001 0.5525852 1.7838180000000001 0.114572525 1.6545971999999998 0.01972044 1.6865756999999997 1.6199006 0.12287720557182065 0.4328559747238113 1.8018977642059328 -0.7886770963668823 0.6744036999999999 0.0695462 0.78889847 0.3162281 0.11731172 0.14342302 0.47155509999999995 0.0039760494 0.15986028 0.57722294 1.304932 -1.0839018999999999
29 28 235.0 0.0 172.0 1.0 172.0 5588.0 0.0 3.0 30.0 0.0 0.5754373 0.53583986 1.652655 0.20605606 1.6293853999999999 0.009444112 1.6664357 1.6154865 0.022745465989722758 0.37979156365269456 0.9582107663154602 -0.7535422444343567 0.760279 0.04507102 0.8029374 0.30640987 0.08912065 0.09862131 0.26244953 0.007173898000000001 -0.031205913 0.53349096 0.8757472 -1.2156468999999999
30 29 247.0 0.0 222.0 1.0 222.0 5810.0 0.0 5.0 50.0 0.0 0.58918446 0.6646291999999999 2.1683297 0.1408544 1.6602775 0.023379487999999997 1.6966393 1.6148347 0.06360590496453745 0.4046164354742885 1.7265342473983765 -0.8571033477783203 0.60714984 0.087587655 0.85710335 0.35827366 0.09666201 0.123577625 0.3676509 0.00446005 0.06519471 0.5444627 1.2408435 -1.1376678
31 30 257.0 0.0 194.0 1.0 194.0 6004.0 0.0 2.0 40.0 0.0 0.39171672 0.37535542 1.2922283 0.14345266 1.6632646 0.020220451 1.7691753000000001 1.6358597 0.057352830338609086 0.3057737359186611 0.9528021216392516 -0.3989834487438202 0.5558522 0.04560928 0.62815917 0.24490662 0.05019971 0.07826413 0.22374696 0.0043086787 0.024740081 0.38840258 0.7919935 -0.59568876