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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_A3C_space_invaders/trace.csv
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@@ -4,28 +4,28 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
3,0.0,1.0,96.0,1.0,96.0,347.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.31623623119836064,0.4117963273741081,1.0,0.0,,,,,,,,,,,,,,,,,,,,
4,0.0,1.0,371.0,1.0,371.0,718.0,0.0,,,0.0,,,,,,,,,,,,,,,,1.3355309280324184,1.0180238538386663,3.6710632975826947,0.0,,,,,,,,,,,,,,,,,,,,
5,0.0,1.0,344.0,1.0,344.0,1062.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,,,,,,,,,,,,
6,12.0,0.0,256.0,1.0,256.0,1318.0,0.0,6.0,80.0,0.0,,,,,,,,,,,,0.19148706,0.22556974,0.7334378,0.0010549564999999999,1.726318764328412,1.05156789842525,3.754496528782679,0.0,1.7917106,2.5127312000000002e-05,1.7917446,1.7916337,0.20012852006281412,0.3877296025649555,1.0023281574249268,-0.010929208248853685,0.026684137,0.015486961,0.05707869999999999,0.006345821,0.09519283,0.1161779,0.37828803,7.249935999999999e-07,0.35883590000000004,0.44739142,1.4766374,-0.009203376999999999
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20,144.0,0.0,172.0,1.0,172.0,3875.0,0.0,3.0,75.0,0.0,,,,,,,,,,,,0.31841904,0.40031302,1.1197104,0.01994228,1.001030228007437,0.8123932110515427,2.359725354341169,0.0,1.7900881999999998,0.00027670767000000004,1.7905824000000001,1.7895555,0.08077805228531361,0.3124191935599247,0.9487813115119934,-0.12574642896652222,0.52029437,0.0554494,0.60090965,0.4315706,0.05206542,0.08236156,0.20570941,0.00024239282000000002,0.14740841,0.36046222,0.8315386999999999,-0.12121811
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10,57.0,0.0,138.0,1.0,138.0,2182.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.044218402000000004,0.021266992999999998,0.07302858,0.0056792577,0.0,0.0,0.0,0.0,1.7911481,0.00010475656,1.7912874,1.7907011999999998,-0.02400694030026595,0.02247906301502126,0.02803117036819458,-0.10323163866996764,0.29870743,0.029791757000000002,0.37329957,0.2534129,0.0005408207,0.00035989028,0.001230922,8.2141574e-05,-0.04310067,0.023800402999999998,0.005341789699999999,-0.070361935
11,69.0,0.0,239.0,1.0,239.0,2421.0,0.0,2.0,35.0,0.0,,,,,,,,,,,,0.2583665,0.4150833,1.228677,0.053808387,0.6221455698949666,0.3185701723427279,1.293422721525216,0.0,1.7907401,0.00031908086,1.7912133000000001,1.7899948,0.07805510989644311,0.3018230800532408,0.9786887168884276,-0.08048233389854431,0.33094752,0.013372423,0.37411574,0.30098158,0.04859488,0.10169968,0.28043127,0.0005444438,0.13855815,0.42433950000000004,1.108467,-0.072092846
12,80.0,0.0,221.0,1.0,221.0,2642.0,0.0,6.0,80.0,0.0,,,,,,,,,,,,0.48391336,0.40221074,1.09942,0.05414404,1.6712583569698125,0.9098789672579484,3.118180163315916,0.0,1.7884991000000001,0.0013924551000000002,1.7902508000000001,1.785885,0.15834423065185546,0.38744492697489613,0.9535312056541444,-0.1274641752243042,0.49976876,0.076539606,0.6220838000000001,0.40243104,0.08759322,0.08715160000000001,0.21323131,0.0010414098,0.28146607,0.3843692,0.8391149999999999,-0.1258507
13,83.0,0.0,60.0,1.0,60.0,2702.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.19376102,0.025060445,0.21882147,0.16870058,0.0,0.0,0.0,0.0,1.7862084999999999,0.00020189301,1.7865493000000001,1.7855456000000003,-0.07056967169046402,0.04169400167193667,-0.005379676818847656,-0.154371976852417,0.6437744000000001,0.015510267,0.7031798,0.6309234,0.0033592340000000004,0.0007790946400000001,0.0041383285999999995,0.0025801393,-0.12886816,0.013793725500000001,-0.11507443,-0.14266188
14,95.0,0.0,236.0,1.0,236.0,2938.0,0.0,3.0,65.0,0.0,,,,,,,,,,,,0.28904006,0.41236135,1.551084,0.020245053,1.0239121744153088,0.6185542465114561,2.431606479465901,0.0,1.7871317,0.0005855132499999999,1.7882346999999998,1.7852147,0.031784444505518136,0.2962424032667875,1.828610181808472,-0.17417967319488525,0.49963024,0.052589532,0.6409774,0.4295168,0.0443849,0.11141221,0.38939828,0.00024282213,0.054969538,0.3765643,1.2040217,-0.13643822
15,104.0,0.0,181.0,1.0,181.0,3119.0,0.0,1.0,15.0,0.0,,,,,,,,,,,,0.17768285,0.13748805,0.5389735999999999,0.09483471,0.3967620466627271,0.3132963268665544,1.0,0.0,1.7848563999999998,0.000734798,1.785902,1.7817947,-0.0141413239762187,0.18461536769689052,0.9462706446647644,-0.12360873818397522,0.5192491,0.018901557,0.5768884,0.48201087,0.017141404,0.04088881,0.12531848,0.0010934995,-0.023188977000000003,0.176302,0.44238847,-0.10848155
16,108.0,0.0,81.0,1.0,81.0,3200.0,0.0,2.0,15.0,0.0,,,,,,,,,,,,0.9549913000000001,0.6688843000000001,1.7542866000000001,0.11721748,0.5378888730513616,0.6003268067889761,1.7471720943315965,0.0,1.7850477999999999,0.0009660981,1.7860456999999998,1.7824031999999999,0.4184389670689901,0.4525963959264465,0.993053138256073,-0.102097749710083,0.48676348,0.024071414,0.5483365,0.45547286,0.18996733,0.14617560000000002,0.3583228,0.0018988681,0.7654829000000001,0.6699951,1.5368868999999998,-0.0967084
17,113.0,0.0,84.0,1.0,84.0,3284.0,0.0,1.0,15.0,0.0,,,,,,,,,,,,0.08543899,0.020702211,0.111974046,0.055297795999999996,0.2265144425937397,0.3933013228697155,1.0,0.0,1.7873621,0.0006459787,1.7881534,1.7860596999999998,-0.035667921975255014,0.10791921481185313,0.8904736042022705,-0.1039191484451294,0.42321816,0.024867327999999998,0.46856302,0.39477540000000005,0.006459379,0.0090453075,0.022123277,0.0010923959,-0.0633661,0.023147937,-0.023805222999999997,-0.08250186
18,129.0,0.0,309.0,1.0,309.0,3593.0,0.0,3.0,45.0,0.0,,,,,,,,,,,,0.28026912,0.40053105,1.2491518,0.008425997,0.8662809768433286,0.4997214922619827,1.8429431933839264,0.0,1.7877631999999999,0.0007633192599999999,1.7885981,1.7846953999999997,0.07579533636569978,0.30580757261711344,0.9922432899475098,-0.13300999999046326,0.4081396,0.045195244,0.49497452,0.32608187,0.0496316,0.09908927,0.30438307,0.000105443636,0.13531558,0.42330202,1.2120090000000001,-0.114020035
19,134.0,0.0,96.0,1.0,96.0,3689.0,0.0,1.0,15.0,0.0,,,,,,,,,,,,0.11922532,0.08307043,0.26265112,0.06485479,0.4886400594217567,0.3703259810860411,1.0,0.0,1.7871433,0.00057778653,1.7879406999999998,1.7862363999999997,-0.001410536840558052,0.1778469306102961,0.9087549448013306,-0.08837711811065674,0.41927390000000003,0.032013103,0.46018165,0.37253463,0.015815761,0.026164377000000003,0.06113352,0.0005858624,-0.004888147,0.09434917599999999,0.15841892,-0.06494608
20,141.0,0.0,126.0,1.0,126.0,3815.0,0.0,1.0,20.0,0.0,,,,,,,,,,,,0.17892276,0.18974670000000002,0.5871076999999999,0.04061436,0.4626024762434755,0.3397468290721503,1.0,0.0,1.7869374,0.00034472987,1.787608,1.7855246999999999,0.010839956998825073,0.2223429244291402,0.938248872756958,-0.12247949838638306,0.38885185,0.02215005,0.44878253,0.36568108,0.024776941,0.052067712,0.14116788,0.00035636208,0.02077537,0.22919169,0.5269510000000001,-0.15487865
21,152.0,0.0,203.0,1.0,203.0,4018.0,0.0,3.0,35.0,0.0,,,,,,,,,,,,0.16685398,0.15809304,0.565851,0.07342667,0.8076575260116894,0.7265305853352912,2.160057442743484,0.0,1.7862483,0.0014891494,1.7879581000000002,1.7839129,0.012410407960414888,0.21971669345542869,0.948024034500122,-0.09016576409339903,0.43260628,0.026799481,0.4922334,0.3847252,0.02421472,0.042090252,0.12565623,0.00092638604,0.020757709,0.17696977,0.45546275,-0.09430063
22,157.0,0.0,97.0,1.0,97.0,4115.0,0.0,3.0,45.0,0.0,,,,,,,,,,,,0.6433711999999999,0.74553686,1.9088638,0.08321298,1.0345263904078872,0.8827487033376469,2.5157175752154317,0.0,1.7857674,0.0010410689,1.7868642,1.7825214,0.25182808451354505,0.4908840090309371,1.735175848007202,-0.09291231632232666,0.38321668,0.042277128,0.46946734,0.33924907,0.15219225,0.20525712,0.50007224,0.0013484001,0.44017676,0.68656087,1.5864606,-0.10410466
23,162.0,0.0,91.0,1.0,91.0,4206.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.075180575,0.006743745,0.085042305,0.06789072,0.0,0.0,0.0,0.0,1.7854391,0.00031607927000000004,1.7862240000000003,1.7842703000000002,-0.03848295994102955,0.01893502871781908,-0.003447979688644409,-0.07869347929954529,0.33710825,0.0073817223,0.36435217,0.3281642,0.0009197367999999999,0.00021758883999999998,0.0012860488,0.0007166114500000001,-0.06852996,0.007950632,-0.06106282,-0.080443725
24,169.0,0.0,137.0,1.0,137.0,4343.0,0.0,2.0,15.0,0.0,,,,,,,,,,,,0.5252931,0.6227796,1.638133,0.08790696,0.5940129172438323,0.5756163697390285,1.6361854860638707,0.0,1.7834058000000002,0.0009344258599999999,1.7848165,1.7812016,0.18035456563035648,0.3982012769084963,0.9823999404907228,-0.08917045593261719,0.41844782,0.014422988999999999,0.46660876,0.39491826,0.09554601,0.13599983,0.33183685,0.0010732922,0.31740478,0.5796393,1.311009,-0.09464724
25,176.0,0.0,130.0,1.0,130.0,4473.0,0.0,2.0,30.0,0.0,,,,,,,,,,,,0.34749827,0.49382079999999995,1.4496006000000001,0.09435476,0.7449354244527606,0.6153664699948187,1.7397003733882803,0.0,1.7757193,0.0032942689000000002,1.7810607,1.7697625,0.06231525068481762,0.3068518768533089,0.9816009998321532,-0.1330496072769165,0.489879,0.026906582000000002,0.5650137,0.44547275,0.049020633,0.08931285,0.24614899,0.0010592983999999999,0.09891536,0.3640319,0.9037651,-0.11826469
26,180.0,0.0,79.0,1.0,79.0,4552.0,0.0,1.0,10.0,0.0,,,,,,,,,,,,0.5800049,0.621704,1.4584333,0.108442254,0.16614454079876162,0.35835325356793346,1.0,0.0,1.7717383999999998,0.0010083972,1.773361,1.768905,0.15509415070215862,0.3853514544991082,0.9301938414573668,-0.1339915692806244,0.4517303,0.0311643,0.51715523,0.4147598,0.08627499,0.118677594,0.25410578,0.0012751152000000001,0.26702836,0.5228872,1.0059426,-0.12734489
27,192.0,0.0,228.0,1.0,228.0,4780.0,0.0,6.0,45.0,0.0,,,,,,,,,,,,0.71833307,0.8871537,2.6851700000000003,0.119784765,1.9557469594274288,1.2113299633522974,3.7691313416270273,0.0,1.7596832999999998,0.0061596609999999994,1.7667857,1.7383785,0.2066974406892603,0.5095305429054708,1.811464548110962,-0.14315438270568848,0.5574998000000001,0.027793197000000002,0.64380324,0.51100904,0.15117261,0.24757883,0.6801178000000001,0.0013509541,0.3654783,0.7136764,1.7989216000000001,-0.121857285
28,195.0,0.0,60.0,1.0,60.0,4840.0,0.0,2.0,15.0,0.0,,,,,,,,,,,,0.49510857,0.43411818,0.92922676,0.060990404000000005,0.4458790622513688,0.6575192889449866,1.877521022998968,0.0,1.7597702000000002,0.0021079525,1.7620791,1.7530606,0.1326778046786785,0.3788317711032021,0.8848448395729065,-0.13622477650642395,0.6043301,0.0271843,0.6559411999999999,0.561541,0.08055846400000001,0.059245005,0.13980347,0.021313457,0.21867141,0.27701040000000005,0.49568182,-0.05833899
29,226.0,0.0,616.0,1.0,616.0,5456.0,0.0,15.0,240.0,0.0,,,,,,,,,,,,1.1688551999999999,1.0896888,3.6118822,0.098014034,2.0852043638273967,1.3167636930818822,4.3404004764447,0.0,1.742934,0.014055208000000001,1.7623421000000001,1.7109525,0.1393659818172455,0.4412685325283971,1.6910160779953003,-0.5255360603332521,1.0301913,0.383238,1.7467842,0.5466168,0.107070394,0.14446682,0.5526603,0.0011366851,0.25609398,0.60589725,1.4118645,-0.44296303
30,236.0,0.0,193.0,1.0,193.0,5649.0,0.0,5.0,55.0,0.0,,,,,,,,,,,,1.9328797999999998,1.0595886,4.5198774,0.44015956,1.4536560767783049,1.173902840773651,3.234511537329536,0.0,1.6939487000000002,0.016129734,1.7192296999999999,1.6532421000000002,0.08677296373579238,0.4301078412251611,0.9538357257843018,-0.5215082168579102,2.209638,0.12871107,2.505245,1.9755584,0.096261166,0.07482098,0.26794806,0.025336777999999997,0.18479401,0.5860191,1.2836683999999998,-0.5055494
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 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
4 3 0.0 1.0 96.0 1.0 96.0 347.0 0.0 0.0 0.31623623119836064 0.4117963273741081 1.0 0.0
5 4 0.0 1.0 371.0 1.0 371.0 718.0 0.0 0.0 1.3355309280324184 1.0180238538386663 3.6710632975826947 0.0
6 5 0.0 1.0 344.0 1.0 344.0 1062.0 0.0 0.0 0.0 0.0 0.0 0.0
7 6 12.0 0.0 256.0 254.0 1.0 256.0 254.0 1318.0 1316.0 0.0 6.0 80.0 0.0 0.19148706 0.19509883 0.22556974 0.22113559 0.7334378 0.68123406 0.0010549564999999999 0.00047456394999999995 1.726318764328412 1.7433348660779522 1.05156789842525 1.0187142388712978 3.754496528782679 3.719695753907597 0.0 1.7917106 1.7915602 2.5127312000000002e-05 5.9631707999999995e-05 1.7917446 1.7916646 1.7916337 1.791353 0.20012852006281412 0.2262918949804468 0.3877296025649555 0.4052190032356826 1.0023281574249268 1.0116755962371826 -0.010929208248853685 -0.008910976350307466 0.026684137 0.0027322858000000004 0.015486961 0.015280201 0.05707869999999999 0.03439149 0.006345821 -0.017219357 0.09519283 0.10770521 0.1161779 0.12396591 0.37828803 0.38448063 7.249935999999999e-07 1.8039241000000002e-06 0.35883590000000004 0.40517464 0.44739142 0.47274828 1.4766374 1.4911206 -0.009203376999999999 -0.0077848933
8 7 28.0 29.0 0.0 315.0 334.0 1.0 315.0 334.0 1633.0 1650.0 0.0 1.0 30.0 0.0 0.061621718 0.04769252 0.1968686 0.15901159 0.79813755 0.6634372 0.0016371410999999998 0.0024216557000000002 0.2881358208394099 0.27632160409284623 0.2741247105049077 0.2705646117859804 1.0 0.0 1.7917109 1.7914505 3.1321999999999996e-05 8.707981e-05 1.791755 1.7916372 1.7916386000000002 1.7912288 0.043144622271259626 0.0370550392428413 0.21294807235681726 0.19677852680040736 0.9929583072662354 0.9944062232971193 -0.0245932936668396 -0.025336399674415592 0.09037603 0.068387836 0.014023991999999999 0.015558312 0.12108479400000001 0.09796308 0.06339731 0.043330245 0.023604168 0.020047436000000002 0.08808251 0.077496596 0.3531787 0.32019043 8.870725999999999e-06 5.2523033e-06 0.07737981 0.06660683 0.34941524 0.30359715 1.3846123 1.2421792 -0.024812999999999998 -0.023875023999999998
9 8 35.0 36.0 0.0 127.0 128.0 1.0 127.0 128.0 1760.0 1778.0 0.0 0.0 1.0 0.0 10.0 0.0 0.012203018000000001 0.09955869 0.004369569 0.20010683 0.017417826 0.54699177 0.0054350817 0.0065239915 0.0 0.4682151148816086 0.0 0.332164510934488 0.0 1.0 0.0 1.7916074 1.7912488000000002 2.8484812e-05 9.2632894e-05 1.7916746 1.7914296000000003 1.7914919999999999 1.7911137 -0.010953334160149096 0.07758730097363392 0.007554808845242561 0.2730298587990429 0.006630212068557739 0.9900790452957152 -0.03390749543905258 -0.029358670115470886 0.13512570000000002 0.10313641 0.011031263500000001 0.002745719 0.15383083 0.11594209 0.117896624 0.096130215 8.852533e-05 0.04028255 4.6501125e-05 0.08992219 0.00014310263000000002 0.24135466 3.0686515e-05 2.5576886e-05 -0.019633228 0.13940988 0.0068424847 0.35006684 -0.008797371 0.92214614 -0.026416292 -0.022096004
10 9 44.0 50.0 0.0 179.0 266.0 1.0 179.0 266.0 1939.0 2044.0 0.0 2.0 5.0 15.0 75.0 0.0 0.22031942 0.30262554 0.36994222 0.4104986 1.0702915000000002 1.2076516000000002 0.008379743 0.013035316000000002 0.567281747249603 1.4932915031001632 0.39164739704456586 0.8839031098458202 1.3310330883210135 3.43323955603109 0.0 1.791508 1.7913542000000002 4.8648024e-05 0.00010127693499999999 1.7916314999999998 1.791509 1.7913929 1.7908573 0.15731450575403869 0.21927762378293733 0.3591343720827108 0.4035228875160485 0.9962854385375975 1.0002621412277222 -0.04199400544166565 -0.04568234086036682 0.17234293 0.16175748 0.021371044 0.03333184 0.20980419 0.22182891 0.14216710000000002 0.11903856 0.07686268 0.1054567 0.14065412 0.15073928 0.3993722 0.40956032 5.437906699999999e-05 8.165229e-05 0.28229272 0.39360209999999995 0.5713687 0.60812014 1.6053288000000001 1.6208212 -0.039750043 -0.041010122999999996
11 10 48.0 57.0 0.0 77.0 138.0 1.0 77.0 138.0 2016.0 2182.0 0.0 2.0 0.0 15.0 0.0 0.0 0.5232009 0.044218402000000004 0.6949283 0.021266992999999998 1.5059539 0.07302858 0.025868937 0.0056792577 0.7109120249148797 0.0 0.7613962203112584 0.0 1.886384871716129 0.0 0.0 1.7914276000000002 1.7911481 5.6415083e-05 0.00010475656 1.7915206000000001 1.7912874 1.7913512999999999 1.7907011999999998 0.3498743516703447 -0.02400694030026595 0.6108820929255683 0.02247906301502126 1.8495126962661743 0.02803117036819458 -0.04629160463809967 -0.10323163866996764 0.22949272 0.29870743 0.009259296 0.029791757000000002 0.24626392 0.37329957 0.21653277 0.2534129 0.24779450000000003 0.0005408207 0.34994197 0.00035989028 0.74268717 0.001230922 0.00025246139999999997 8.2141574e-05 0.6237267 -0.04310067 0.9389799000000001 0.023800402999999998 1.9516237 0.005341789699999999 -0.04672413 -0.070361935
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