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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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42
rl_coach/traces/Atari_DDQN_with_PER_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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22,989.0,0.0,5012.0,5012.0,146.0,5012.0,0.9960845500000849,2.0,45.0,0.0,,,,0.002909000318646172,0.0013651389622830175,0.005788008216768503,0.000316177261993289,6.25e-05,0.0,6.25e-05,6.25e-05,0.012779887,0.0032759416,0.020589486,0.0074294159999999995,0.920688534667319,0.5000778477909199,1.8097278682212583,0.0,,,,
23,1032.0,0.0,5184.0,5184.0,172.0,5184.0,0.9959142700000888,0.0,0.0,0.0,,,,0.0023945890614752072,0.0012160875577915072,0.0050101010128855705,0.00030268667615018785,6.25e-05,0.0,6.25e-05,6.25e-05,0.012442844,0.002430308,0.023385942000000003,0.009477487,0.0,0.0,0.0,0.0,0.123502195,0.033483833,0.16551192,0.06918741
24,1045.0,0.0,5236.0,5236.0,52.0,5236.0,0.9958627900000898,1.0,5.0,0.0,,,,0.0026892842187617835,0.0015362188494354224,0.005057504400610925,0.0003962868358939886,6.250000000000003e-05,2.7105054312137605e-20,6.25e-05,6.25e-05,0.014298469,0.00536734,0.023912141,0.008291231999999999,0.14856789533092288,0.3485317499642583,1.0,0.0,0.09478724,0.049457148,0.16060123,0.021754772999999998
25,1099.0,0.0,5451.0,5451.0,215.0,5451.0,0.9956499400000944,5.0,100.0,0.0,,,,0.0026540457119052807,0.0015491225082494696,0.006914597470313311,0.0002424984413664788,6.25e-05,0.0,6.25e-05,6.25e-05,0.012599502,0.00394726,0.025860537000000003,0.007301308,1.293552101139072,0.7013339963063067,2.554099196724468,0.0,0.03972743,0.04288953,0.102922745,-0.036514793
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 63.0 0.0 1310.0 1310.0 253.0 1310.0 0.9997495300000054 4.0 50.0 0.0 0.004012163915961407 0.005638947807061153 0.006262272993724664 0.00736028460469175 0.04764580726623535 0.049257375299930566 8.1564921856625e-06 3.966626536566764e-05 6.25e-05 0.0 6.25e-05 6.25e-05 0.010623638999999999 0.018265875 0.014628718999999998 0.019148959 0.11750877 0.13987061 0.0006018049299999999 0.0021359079999999997 1.222244018436626 0.936837542398956 3.1882608013105234 0.0
7 6 191.0 0.0 1821.0 1821.0 511.0 1821.0 0.9992436400000164 12.0 185.0 0.0 0.004986882026675779 0.006359597019975872 0.0024525258547375595 0.0032750384956195078 0.01212594285607338 0.015190557576715946 0.00019069857080467043 0.0005446599097922443 6.250000000000003e-05 2.7105054312137605e-20 6.25e-05 6.25e-05 0.012066028999999999 0.022199612 0.004054811 0.006537195 0.023936076 0.047647014 0.0052656345 0.011867657 2.2788441379494553 1.4480347036158143 5.334774783194502 0.0
8 7 296.0 0.0 2240.0 2240.0 419.0 2240.0 0.9988288300000254 5.0 100.0 0.0 0.002852302261384293 0.005319344124845451 0.001423902026771749 0.002739881493080945 0.006419077049940825 0.012068863958120346 0.00032718142028898 0.0004466708633117378 6.250000000000003e-05 2.7105054312137605e-20 6.25e-05 6.25e-05 0.008651931 0.019643058999999997 0.0021564893 0.004994151 0.015036376 0.03737359 0.005514461 0.01108815 0.8555964976400694 1.0053707470132562 3.3749244373511424 0.0 0.045712102000000004 0.059031185 0.0046962714 0.009158045 0.051285498 0.07205543 0.037267745 0.048000854
9 8 339.0 0.0 2414.0 2414.0 174.0 2414.0 0.9986565700000292 1.0 5.0 0.0 0.0022072479261496906 0.0044498442236312425 0.0011851067892783525 0.002587039734878152 0.005776813253760339 0.01441117562353611 0.0002716210437938571 0.0004946675035171211 6.25e-05 0.0 6.25e-05 6.25e-05 0.007669631999999999 0.019043412 0.0017825919000000001 0.004693851 0.013650602 0.041251473 0.004986409 0.012023033999999998 0.3973882352674416 0.32154192970544776 1.0 0.0 0.10220742 0.08831626 0.033463497 0.04935319 0.153544 0.17049119 0.06425184 0.03392252
10 9 368.0 0.0 2529.0 2529.0 115.0 2529.0 0.9985427200000316 3.0 30.0 0.0 0.0022113858742938775 0.00478079219880913 0.0011680986343581435 0.002137268631635991 0.004550112411379814 0.007956942543387413 0.00028897859738208354 0.0006825684104114772 6.250000000000001e-05 1.3552527156068802e-20 6.25e-05 6.25e-05 0.0072303605000000005 0.01904166 0.0016598894 0.003777747 0.010692931999999999 0.026962839 0.0048725903 0.012916523000000001 0.6324934579648669 0.8584618010459154 2.5898325667156983 0.0
11 10 411.0 0.0 2702.0 2702.0 173.0 2702.0 0.9983714500000354 3.0 75.0 0.0 0.002077218892694408 0.0049038673561542885 0.0010814756493981728 0.0022953495032018143 0.004706204403191805 0.010088913142681122 0.0002305081870872528 0.0004960680380463599 6.25e-05 0.0 6.25e-05 6.25e-05 0.007076809599999999 0.020632368 0.001648983 0.0056345946999999995 0.013651845 0.03592469 0.0049567529999999995 0.013474358999999998 1.0608731055181009 0.7741962088105712 2.3536752936697938 0.0
12 11 465.0 0.0 2915.0 2915.0 213.0 2915.0 0.99816058000004 3.0 20.0 0.0 0.002422780042320912 0.0052998198771779 0.0012927514366501244 0.0024697841876984692 0.005057375878095628 0.010543045587837696 0.0002319362247362733 0.0005844403640367091 6.25e-05 0.0 6.25e-05 6.25e-05 0.007722950500000001 0.021514408 0.0019650976 0.005644021 0.013632878000000001 0.04045274 0.004534565999999999 0.012483823 0.9256049353481748 0.5663397851070973 1.7696505901309243 0.0
13 12 510.0 0.0 3097.0 3097.0 182.0 3097.0 0.9979804000000438 4.0 60.0 0.0 0.002710532541580809 0.004755619878415019 0.001212259293564437 0.002387951469036156 0.005337233189493418 0.010826455429196358 0.00020097008382435888 0.0004945542896166444 6.25e-05 0.0 6.25e-05 6.25e-05 0.008514446 0.02038452 0.0022909213 0.004990629 0.014541608000000001 0.031968046 0.0045710043 0.009071842 1.3110499512651883 0.7061102045075827 2.617221396387248 0.0
14 13 550.0 0.0 3258.0 3258.0 161.0 3258.0 0.9978210100000472 3.0 75.0 0.0 0.002600164190880605 0.004811445248196833 0.0014034534888808146 0.002106892289659191 0.006483706180006266 0.00975329987704754 0.00019826518837362528 0.0006329101743176581 6.25e-05 0.0 6.25e-05 6.25e-05 0.008385532 0.021017413999999998 0.002349005 0.0057929233 0.016131336 0.03913343 0.005278410999999999 0.012266823 1.0703466266135009 0.8490488659932097 2.503485520019768 0.0
15 14 594.0 0.0 3433.0 3433.0 175.0 3433.0 0.9976477600000512 4.0 50.0 0.0 0.0022486129387817885 0.005987836181343165 0.0011733820626057582 0.003031148828750755 0.004828908480703832 0.01317210029810667 0.0002223936462542042 0.0004170610045548528 6.25e-05 0.0 6.25e-05 6.25e-05 0.008088347 0.022657162 0.0021400757 0.0067554777 0.01399398 0.040839112999999996 0.0054029343 0.01429729 1.3808433281553778 0.7416611931247653 2.5777888872395627 0.0
16 15 630.0 0.0 3578.0 3578.0 145.0 3578.0 0.9975042100000542 2.0 25.0 0.0 0.002595809635952012 0.005986261744207392 0.0011731639916013946 0.003074765951340241 0.004997591953724623 0.01372828520834446 0.0002623785985633731 0.0009165972005575896 6.25e-05 0.0 6.25e-05 6.25e-05 0.008864019 0.024248052000000003 0.0025098345 0.007935058 0.015585932 0.051393985999999996 0.0048996774 0.014689848 0.3767929397358389 0.4664994895961535 1.5753547499769285 0.0
17 16 675.0 0.0 3756.0 3756.0 178.0 3756.0 0.997327990000058 0.0 0.0 0.0 0.0026418176857987423 0.004967787710484117 0.0013215013550629145 0.002607431510672052 0.007002991624176502 0.01164051704108715 0.0002453049528412521 0.0006770744803361595 6.25e-05 0.0 6.25e-05 6.25e-05 0.009046442 0.022055104 0.0025474594 0.005518768 0.016441913 0.039643973 0.005280598 0.013688711000000001 0.0 0.0 0.0 0.0
18 17 779.0 0.0 4171.0 4171.0 415.0 4171.0 0.9969171400000668 6.0 80.0 0.0 0.0023643675442424584 0.005066995680233679 0.001207029356730382 0.002212378575007752 0.005960710346698761 0.011440164409577848 0.00019269902259111404 0.0004939883947372437 6.250000000000003e-05 2.7105054312137605e-20 6.25e-05 6.25e-05 0.0085099405 0.021345679 0.002143361 0.0051764464000000005 0.016746926999999998 0.03733264 0.0045285644 0.011775388999999999 1.2064564511640037 0.9581523932003888 3.7053456169634456 0.0 0.037320096000000004 0.062174723 0.03258535 0.01729818 0.10248235 0.09677199 0.008374133 0.04248609
19 18 802.0 0.0 4265.0 4265.0 94.0 4265.0 0.9968240800000692 1.0 30.0 0.0 0.0026463923555717843 0.0043823964154833675 0.0013860409596273074 0.0026451318186565364 0.005166415125131607 0.009314954280853271 0.0002855767379514873 0.0003632378648035228 6.250000000000001e-05 1.3552527156068802e-20 6.25e-05 6.25e-05 0.008782689 0.02049633 0.0024150796 0.0054501165 0.0153460745 0.032999272999999996 0.005183509 0.012237383999999999 0.4758686413166112 0.3805813846183533 1.0 0.0
20 19 859.0 0.0 4494.0 4494.0 229.0 4494.0 0.996597370000074 5.0 100.0 0.0 0.002195212906052914 0.004287392179289702 0.0012138090083981426 0.0026299910964316803 0.00528534222394228 0.011526338756084442 0.00019210220489185306 0.0004524787364061922 6.25e-05 0.0 6.25e-05 6.25e-05 0.008517075 0.021016853 0.002382889 0.0065165516 0.017914765 0.039394036 0.005308585 0.013809836 1.7352332608258287 0.8915224300531083 3.1694045534542283 0.0 0.06356255 0.05112343 0.03258758 0.039256446 0.11672841 0.092913285 0.028774487 -0.0023257546
21 20 925.0 0.0 4758.0 4758.0 264.0 4758.0 0.9963360100000797 6.0 75.0 0.0 0.0025167439267254213 0.004503870681555082 0.0011864448561579714 0.002535279917274051 0.005621550604701042 0.012796664610505104 0.0002340352803003043 0.0003983881906606257 6.25e-05 0.0 6.25e-05 6.25e-05 0.008684341 0.020525299 0.0017787067000000001 0.0067017423 0.014223633999999999 0.04432023 0.0059472983999999994 0.01226346 1.689846122458243 1.273814066516635 3.9579986855743465 0.0 0.04556285 0.060027823 0.030785719 0.044662632 0.098121285 0.144535 0.012000842 0.0036385515999999996
22 21 952.0 0.0 4866.0 4866.0 108.0 4866.0 0.996229090000082 0.0 0.0 0.0 0.002560251447273633 0.0025037660346312733 0.0009665735161980654 0.001582571929281435 0.004035839810967445 0.0066721998155117035 0.00024799819220788777 0.00041323798359371716 6.25e-05 0.0 6.25e-05 6.25e-05 0.008927823 0.013111843 0.0020366234 0.0030817762 0.0152958 0.023268702999999998 0.005353358000000001 0.008531101999999999 0.0 0.0 0.0 0.0
23 22 989.0 0.0 5012.0 5012.0 146.0 5012.0 0.9960845500000849 2.0 45.0 0.0 0.002593663415205406 0.002909000318646172 0.0011781043455332306 0.0013651389622830175 0.0047058621421456346 0.005788008216768503 0.00024635010049678385 0.000316177261993289 6.25e-05 0.0 6.25e-05 6.25e-05 0.009508743 0.012779887 0.0019255057000000001 0.0032759416 0.01250373 0.020589486 0.006235984599999999 0.0074294159999999995 0.920688534667319 0.5000778477909199 1.8097278682212583 0.0
24 23 1032.0 0.0 5184.0 5184.0 172.0 5184.0 0.9959142700000888 0.0 0.0 0.0 0.002412760020761621 0.0023945890614752072 0.0012379089332650072 0.0012160875577915072 0.005492463242262603 0.0050101010128855705 0.00022076028108131143 0.00030268667615018785 6.25e-05 0.0 6.25e-05 6.25e-05 0.009503809 0.012442844 0.0025141584 0.002430308 0.017699867 0.023385942000000003 0.0062589524 0.009477487 0.0 0.0 0.0 0.0 0.10933289 0.123502195 0.032549884 0.033483833 0.16467445 0.16551192 0.07506848 0.06918741
25 24 1045.0 0.0 5236.0 5236.0 52.0 5236.0 0.9958627900000898 1.0 5.0 0.0 0.0026766185809929785 0.0026892842187617835 0.0012504540423699385 0.0015362188494354224 0.005386156961321832 0.005057504400610925 0.0011498613748699427 0.0003962868358939886 6.250000000000003e-05 2.7105054312137605e-20 6.25e-05 6.25e-05 0.009200559 0.014298469 0.0022626007000000003 0.00536734 0.013827433 0.023912141 0.00582417 0.008291231999999999 0.14856789533092288 0.3485317499642583 1.0 0.0 0.08756345 0.09478724 0.019930143 0.049457148 0.1093124 0.16060123 0.054611407 0.021754772999999998
26 25 1093.0 1099.0 0.0 5428.0 5451.0 5428.0 5451.0 192.0 215.0 5428.0 5451.0 0.995672710000094 0.9956499400000944 3.0 5.0 45.0 100.0 0.0 0.002222697652844848 0.0026540457119052807 0.0013756604614442107 0.0015491225082494696 0.005762553308159113 0.006914597470313311 0.0001781654136721045 0.0002424984413664788 6.25e-05 0.0 6.25e-05 6.25e-05 0.008849018 0.012599502 0.0021958454000000002 0.00394726 0.014359153999999999 0.025860537000000003 0.0046170973 0.007301308 0.59836742898907 1.293552101139072 0.5357145251150862 0.7013339963063067 2.130812614153282 2.554099196724468 0.0 0.03703947 0.03972743 0.028580425 0.04288953 0.07965194 0.102922745 -0.014937886000000001 -0.036514793