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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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318
rl_coach/traces/Atari_A3C_LSTM_breakout/trace.csv
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@@ -40,162 +40,162 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
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189,329.0,0.0,24.0,1.0,24.0,5629.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.14948829,0.0,0.14948829,0.14948829,0.0,0.0,0.0,0.0,1.3848709,0.00038451565000000005,1.3859453000000002,1.3843426,-0.06503946185112,0.033687959011402174,-0.006667077541351318,-0.11546438932418825,0.6790476,0.0023309805,0.6810565,0.6726238,0.0142027745,0.0,0.0142027745,0.0142027745,-0.09128271,0.0,-0.09128271,-0.09128271
190,331.0,0.0,24.0,1.0,24.0,5653.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.13232027,0.0,0.13232027,0.13232027,0.0,0.0,0.0,0.0,1.3853325,0.00046172817000000003,1.3859335,1.3845508,-0.06346319615840912,0.03239862307232812,-0.006713509559631348,-0.11157238483428956,0.6549384,0.0023335076,0.65660304,0.64828503,0.013150914,0.0,0.013150914,0.013150914,-0.08697886,0.0,-0.08697886,-0.08697886
191,333.0,0.0,24.0,1.0,24.0,5677.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.13035135,0.0,0.13035135,0.13035135,0.0,0.0,0.0,0.0,1.3853687,0.00046325676,1.3859177,1.3845438,-0.06122565567493439,0.031280917032652136,-0.006485342979431152,-0.10742127895355223,0.62945694,0.0021268313,0.6310914000000001,0.6230420999999999,0.012132859,0.0,0.012132859,0.012132859,-0.08583246,0.0,-0.08583246,-0.08583246
192,335.0,0.0,24.0,1.0,24.0,5701.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.12313135,0.0,0.12313135,0.12313135,0.0,0.0,0.0,0.0,1.3850828000000002,0.0004609499,1.3858856000000002,1.3842907,-0.05914944559335709,0.030128779053789738,-0.006173133850097656,-0.10359814763069153,0.6090806,0.0022899525,0.6106775999999999,0.6026132,0.011442342,0.0,0.011442342,0.011442342,-0.08241019,0.0,-0.08241019,-0.08241019
193,337.0,0.0,24.0,1.0,24.0,5725.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.11624016599999999,0.0,0.11624016599999999,0.11624016599999999,0.0,0.0,0.0,0.0,1.3847653,0.0004842353,1.3858563999999998,1.3839645,-0.05675255507230759,0.02912109744822863,-0.00592118501663208,-0.0999135971069336,0.58739835,0.0020477385,0.5888861,0.5814289,0.010744209,0.0,0.010744209,0.010744209,-0.07873252,0.0,-0.07873252,-0.07873252
194,339.0,0.0,24.0,1.0,24.0,5749.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.10624006,0.0,0.10624006,0.10624006,0.0,0.0,0.0,0.0,1.384644,0.00050748175,1.3858562,1.383826,-0.05481278002262115,0.027782902099504143,-0.005704700946807861,-0.09587013721466063,0.56587255,0.0023098479999999998,0.56761146,0.5596128,0.010108416,0.0,0.010108416,0.010108416,-0.07464401,0.0,-0.07464401,-0.07464401
195,341.0,0.0,24.0,1.0,24.0,5773.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.10426173,0.0,0.10426173,0.10426173,0.0,0.0,0.0,0.0,1.384585,0.00050033035,1.3858576,1.3838036,-0.05349099040031433,0.027156073288259544,-0.0056015849113464355,-0.09272903203964232,0.5455781,0.002133453,0.5473716,0.5392556,0.009375801,0.0,0.009375801,0.009375801,-0.07404427,0.0,-0.07404427,-0.07404427
196,343.0,0.0,24.0,1.0,24.0,5797.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.10806814599999999,0.0,0.10806814599999999,0.10806814599999999,0.0,0.0,0.0,0.0,1.3844773000000001,0.00049930305,1.3858575,1.3837293,-0.05039918720722199,0.02604050410383801,-0.005201995372772217,-0.08930301666259766,0.52776146,0.0019327427,0.5295076999999999,0.5224681,0.009025151,0.0,0.009025151,0.009025151,-0.07110992,0.0,-0.07110992,-0.07110992
197,347.0,0.0,78.0,1.0,78.0,5875.0,0.0,2.0,2.0,0.0,,,,,,,,,,,,1.1319097,0.73583513,1.7389195,0.096397795,0.7495346646829953,0.5380044284953039,1.6622820409839836,0.0,1.3840133,0.0004704486,1.3858422,1.3832784,0.4566987380385399,0.4551909423355452,0.9781916737556458,-0.0965622067451477,0.5329649000000001,0.015489417,0.55237436,0.50800663,0.29450770000000004,0.20204172,0.44981435,0.00914989,0.6213126999999999,0.49138337,0.99323046,-0.07302043
198,349.0,0.0,24.0,1.0,24.0,5899.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.1361378,0.0,0.1361378,0.1361378,0.0,0.0,0.0,0.0,1.3825569,0.00085849466,1.3856088,1.3816981000000002,-0.060023561120033264,0.030431018374188695,-0.006359338760375977,-0.10451728105545044,0.61848474,0.0025315585,0.62021977,0.6112725999999999,0.012543871000000002,0.0,0.012543871000000002,0.012543871000000002,-0.084090546,0.0,-0.084090546,-0.084090546
199,351.0,0.0,24.0,1.0,24.0,5923.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.14628886,0.0,0.14628886,0.14628886,0.0,0.0,0.0,0.0,1.3819195,0.0010001351,1.3855187,1.3810158000000001,-0.06365256905555725,0.03232990957484816,-0.006570696830749512,-0.11114722490310668,0.658669,0.00271596,0.6608549,0.6510733,0.014307371000000001,0.0,0.014307371000000001,0.014307371000000001,-0.08708830000000001,0.0,-0.08708830000000001,-0.08708830000000001
200,353.0,0.0,24.0,1.0,24.0,5947.0,0.0,0.0,0.0,0.0,,,,,,,,,,,,0.15498604,0.0,0.15498604,0.15498604,0.0,0.0,0.0,0.0,1.3814741000000001,0.0011112518,1.3854451,1.3804543,-0.06731599271297455,0.03396398749955051,-0.0072168707847595215,-0.11668717861175534,0.6913443,0.0029592938,0.6933712,0.6829390999999999,0.015753651,0.0,0.015753651,0.015753651,-0.091710865,0.0,-0.091710865,-0.091710865
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
40 39 0.0 1.0 24.0 1.0 24.0 986.0 0.0 0.0 0.0 0.0 0.0 0.0
41 40 0.0 1.0 24.0 1.0 24.0 1010.0 0.0 0.0 0.0 0.0 0.0 0.0
42 41 0.0 1.0 24.0 1.0 24.0 1034.0 0.0 0.0 0.0 0.0 0.0 0.0
43 42 1.0 0.0 24.0 1.0 24.0 1058.0 0.0 0.0 0.0 0.0 0.0015641098999999998 0.0015780539000000001 0.0 0.0015641098999999998 0.0015780539000000001 0.0015641098999999998 0.0015780539000000001 0.0 0.0 0.0 0.0 1.3858618 1.3862332 0.0001231503 3.0267698e-05 1.3862518999999998 1.3862913000000001 1.3857918 1.3862039 0.0009787230985239149 -0.004835616983473301 0.0004662840484772669 0.002128698886637347 0.0018250192515552046 -0.0005783587694168091 0.00021036900579929352 -0.008099660277366638 -0.008585928 0.047669046 0.00012229738000000002 0.0004560744 -0.008307414 0.048242927000000005 -0.008766899 0.046706005999999994 1.5620197e-06 3.4077166e-05 0.0 1.5620197e-06 3.4077166e-05 1.5620197e-06 3.4077166e-05 0.0013493979 -0.0067146359999999995 0.0 0.0013493979 -0.0067146359999999995 0.0013493979 -0.0067146359999999995
44 43 2.0 0.0 9.0 1.0 9.0 1067.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.3859612 1.3862778999999998 0.00015670407 1.2010463e-05 1.3862518999999998 1.386292 1.3857915 1.3862567
45 44 4.0 0.0 24.0 1.0 24.0 1091.0 0.0 0.0 0.0 0.0 0.0015655773000000002 0.0019301920999999999 0.0 0.0015655773000000002 0.0019301920999999999 0.0015655773000000002 0.0019301920999999999 0.0 0.0 0.0 0.0 1.3858428 1.386233 0.00012986339 3.2285585e-05 1.38625 1.386292 1.3857723 1.3862003999999999 0.0005830001085996628 -0.0041440647095441815 0.00035642731958140467 0.0020478593906455406 0.0013211811892688274 -0.00048159435391426086 6.33574090898037e-05 -0.0072930753231048575 -0.005505616 0.042310197 0.00017477568 0.00022300317000000002 -0.00516193 0.042613313 -0.005810701999999999 0.04177901 1.6326526999999998e-06 2.6288453e-05 0.0 1.6326526999999998e-06 2.6288453e-05 1.6326526999999998e-06 2.6288453e-05 0.00079959247 -0.005752224 0.0 0.00079959247 -0.005752224 0.00079959247 -0.005752224
46 45 6.0 0.0 24.0 1.0 24.0 1115.0 0.0 0.0 0.0 0.0 0.0016762543 0.001751986 0.0 0.0016762543 0.001751986 0.0016762543 0.001751986 0.0 0.0 0.0 0.0 1.3858582 1.3862136999999999 0.00012450188 4.1601503e-05 1.3862510000000001 1.3862926000000002 1.3857872 1.386169 0.0003688115626573563 -0.0035855363123118884 0.000277914098633835 0.0016793620286818852 0.0009286536369472742 -0.0003747381269931793 -2.047955058515072e-05 -0.0060549508780241 -0.0027365924 0.035426185 0.00023002987999999998 0.00024530332 -0.0023079615 0.035773356 -0.0031208346999999997 0.034862187 2.1756513999999997e-06 1.8659152999999997e-05 0.0 2.1756513999999997e-06 1.8659152999999997e-05 2.1756513999999997e-06 1.8659152999999997e-05 0.00051555707 -0.0049603220000000005 0.0 0.00051555707 -0.0049603220000000005 0.00051555707 -0.0049603220000000005
47 46 8.0 0.0 24.0 1.0 24.0 1139.0 0.0 0.0 0.0 0.0 0.0017700135000000001 0.00095182285 0.0 0.0017700135000000001 0.00095182285 0.0017700135000000001 0.00095182285 0.0 0.0 0.0 0.0 1.385828 1.3861866000000003 0.00013400435 5.1936582e-05 1.3862488000000002 1.3862927 1.3857522 1.3861379999999999 4.553453472908586e-05 -0.0025175486691296103 0.00035737497155688365 0.0013872777787996508 0.0005647073267027737 -0.0001755282282829285 -0.0006749898893758656 -0.0045709293335676185 0.0004551204 0.028183898 0.0003431923 0.00028395842 0.0011575291999999999 0.028636752 -3.6485988e-05 0.027480727000000003 2.56519e-06 1.3109512e-05 0.0 2.56519e-06 1.3109512e-05 2.56519e-06 1.3109512e-05 6.2062405e-05 -0.0034940145000000003 0.0 6.2062405e-05 -0.0034940145000000003 6.2062405e-05 -0.0034940145000000003
48 47 10.0 0.0 24.0 1.0 24.0 1163.0 0.0 0.0 0.0 0.0 0.0016377283999999999 0.0010551213000000001 0.0 0.0016377283999999999 0.0010551213000000001 0.0016377283999999999 0.0010551213000000001 0.0 0.0 0.0 0.0 1.3858207 1.3861586000000001 0.00013741838 6.422485999999999e-05 1.3862484 1.3862923 1.3857464 1.3861008 -0.00031251702457666395 -0.001759808138012886 0.00022345637793177477 0.0008865856606539412 -3.2209791243076324e-06 -0.00025005824863910675 -0.000785136828199029 -0.003345899283885956 0.0031240233 0.021701152999999997 0.00015893861000000002 0.0003818943 0.0034949115999999996 0.022207255 0.0028683755 0.02102205 3.282516e-06 8.440567e-06 0.0 3.282516e-06 8.440567e-06 3.282516e-06 8.440567e-06 -0.00043023107000000004 -0.0024450942999999998 0.0 -0.00043023107000000004 -0.0024450942999999998 -0.00043023107000000004 -0.0024450942999999998
49 48 14.0 0.0 67.0 1.0 67.0 1230.0 0.0 2.0 2.0 0.0 0.17677075 0.17579241 0.12549749999999998 0.12482969 0.29285362 0.28342363 0.0024623426 0.0007938171000000001 0.6538970461041452 0.5063659142180362 1.6757290490602832 0.0 1.3857747 1.3861063999999998 8.984988000000001e-05 4.9355036e-05 1.3862444 1.3862921000000001 1.3856808 1.386075 0.20921844111289828 0.2085835553705692 0.4002615096665817 0.4002674886064493 0.9984669685363771 0.9981718063354492 -0.0040489137172698975 -0.004475856199860573 0.014459531999999999 0.024012165 0.0074482053 0.005891508399999999 0.024197673 0.03176264 0.0046699047 0.016478624 0.10395584 0.10374948 0.073981814 0.07385776 0.16625798 0.16614674 1.1950007e-05 8.515882e-06 0.28971958 0.28937609999999997 0.20789297 0.20883806 0.46919113 0.46924309999999997 -0.0016884562 -0.0034265690000000004
50 49 17.0 0.0 52.0 1.0 52.0 1282.0 0.0 1.0 1.0 0.0 0.28907457 0.2889245 0.28505915 0.28662938 0.57413375 0.5755539000000001 0.0040154024 0.0022951004 0.5148012122030814 0.42792094166684 1.0 0.0 1.3856612 1.386134 0.00012454443000000002 5.2848219999999995e-05 1.386235 1.3862914 1.3855518999999998 1.3860838 0.2567035677842796 0.2566765062510967 0.4232869801686423 0.4236635947125597 0.9946714043617249 0.9958885908126832 -0.008097205311059952 -0.009030550718307495 0.052081626 0.05891695 0.004906306500000001 0.0057829055 0.05731622 0.06624535 0.046908005999999995 0.05250260599999999 0.12744418 0.12703118 0.12738663 0.12698811 0.2548308 0.25401929999999995 5.7547397e-05 4.3053846000000004e-05 0.35185125 0.35748485 0.35767135 0.3642105 0.7095226 0.72169536 -0.005820068 -0.006725645600000001
51 50 21.0 0.0 72.0 1.0 72.0 1354.0 0.0 1.0 1.0 0.0 0.01965222 0.018327413 0.019711556 0.019614955 0.04752854 0.046059825 0.0056783715 0.003909155300000001 0.4690527208555781 0.41448467054854793 1.0 0.0 1.3851079 1.3862239 0.00026942982000000004 2.1144052999999998e-05 1.3861964 1.3862883999999998 1.3846967 1.3861748 0.006509517133235931 0.005983915179967879 0.12678525365726878 0.12659645591662427 0.9795361757278442 0.9774341583251952 -0.019630767405033108 -0.02149483561515808 0.10157079 0.11116559 0.010295348000000001 0.00976512 0.11485509 0.1233798 0.08817009 0.097873844 0.009707661999999999 0.009706427 0.01346599 0.013482872 0.028751433 0.028774072999999997 0.00016453426 0.00015187441999999998 0.008552678000000001 0.00820453 0.030921342 0.0318346 0.05226164 0.05320719 -0.014458964 -0.015407163
52 51 23.0 0.0 24.0 1.0 24.0 1378.0 0.0 0.0 0.0 0.0 0.008668963 0.005976206600000001 0.0 0.008668963 0.005976206600000001 0.008668963 0.005976206600000001 0.0 0.0 0.0 0.0 1.3846120000000002 1.3861161 0.0004914542 4.1303145000000004e-05 1.3861192 1.3862633 1.3842456 1.3860611999999999 -0.013437313213944434 -0.013373318687081337 0.007061371228784467 0.006702669567540299 -0.0013618171215057373 -0.0014971643686294556 -0.024305976927280426 -0.024341791868209842 0.13669644 0.13874045 0.00024111706 0.00061602145 0.13709293 0.13944286 0.13615301 0.13752382 0.00036505744 0.0002977994 0.0 0.00036505744 0.0002977994 0.00036505744 0.0002977994 -0.018716594 -0.018621407 0.0 -0.018716594 -0.018621407 -0.018716594 -0.018621407
53 52 25.0 0.0 24.0 1.0 24.0 1402.0 0.0 0.0 0.0 0.0 0.008105016 0.0049420325 0.0 0.008105016 0.0049420325 0.008105016 0.0049420325 0.0 0.0 0.0 0.0 1.3842665 1.3859607 0.00058928004 8.688452e-05 1.3860816999999999 1.3862484 1.383896 1.385856 -0.014473774284124375 -0.014758345857262609 0.007637085903385081 0.007617326753120915 -0.00147208571434021 -0.00154992938041687 -0.026358366012573242 -0.026562392711639404 0.14795674 0.14848942 0.00019452685 0.00026107545 0.14825338 0.14886760000000002 0.14748265 0.14785479 0.00042249187000000004 0.00032955915 0.0 0.00042249187000000004 0.00032955915 0.00042249187000000004 0.00032955915 -0.02008337 -0.020518111000000002 0.0 -0.02008337 -0.020518111000000002 -0.02008337 -0.020518111000000002
54 53 27.0 0.0 24.0 1.0 24.0 1426.0 0.0 0.0 0.0 0.0 0.008652146999999999 0.0052121254 0.0 0.008652146999999999 0.0052121254 0.008652146999999999 0.0052121254 0.0 0.0 0.0 0.0 1.3839979 1.3857698 0.0006753960000000001 0.00014565303999999999 1.3860576 1.3862313999999998 1.3835728 1.38561 -0.01494050994515419 -0.01469820849597454 0.00809820561380565 0.007563053196536392 -0.0014124363660812378 -0.001395389437675476 -0.02775496244430542 -0.026899181306362152 0.15587921 0.15185723 0.00015849857 0.00044741257000000006 0.15621094 0.15241110000000002 0.15563565 0.15102044 0.0004706103 0.00035105355 0.0 0.0004706103 0.00035105355 0.0004706103 0.00035105355 -0.020558688999999998 -0.020306954 0.0 -0.020558688999999998 -0.020306954 -0.020558688999999998 -0.020306954
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