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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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324
rl_coach/traces/Atari_DQN_with_PER_breakout/trace.csv
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@@ -36,166 +36,166 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
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161,933.0,0.0,4761.0,4761.0,24.0,4761.0,0.9966403000001106,0.0,0.0,0.0,,,,0.004274721379624679,0.0025193359670232034,0.008074253797531128,0.00012563788914121687,0.00025,0.0,0.00025,0.00025,0.012314226000000001,0.0037690296000000003,0.019358702,0.007965465,0.0,0.0,0.0,0.0,,,,
162,939.0,0.0,4785.0,4785.0,24.0,4785.0,0.9966187000001112,0.0,0.0,0.0,,,,0.002846073085675016,0.003125376157663053,0.006934644654393196,0.0002769357815850526,0.00025,0.0,0.00025,0.00025,0.013825003999999998,0.0017927459,0.016116334,0.01176669,0.0,0.0,0.0,0.0,,,,
163,945.0,0.0,4806.0,4806.0,21.0,4806.0,0.9965998000001121,1.0,1.0,0.0,,,,0.002587371197296307,0.0017124467219426884,0.005239281803369522,0.00018793143681250515,0.00025,0.0,0.00025,0.00025,0.011272176,0.0031460572,0.0159884,0.0069273780000000005,0.047619047619047616,0.21295885499998,1.0,0.0,,,,
164,951.0,0.0,4830.0,4830.0,24.0,4830.0,0.9965782000001128,0.0,0.0,0.0,,,,0.003003393784941485,0.0013221526847052053,0.005368926562368871,0.001744014210999012,0.00025,0.0,0.00025,0.00025,0.009809995,0.004281315,0.018529768999999998,0.0060135513,0.0,0.0,0.0,0.0,0.09231353,0.026037373,0.1311934,0.057852454000000005
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166,970.0,0.0,4906.0,4906.0,24.0,4906.0,0.9965098000001148,0.0,0.0,0.0,,,,0.0021653796235720315,0.001083088327229128,0.003486869391053915,0.00031380797736346716,0.00025,0.0,0.00025,0.00025,0.009867498,0.0019472012,0.012590128,0.0077093084999999995,0.0,0.0,0.0,0.0,,,,
167,983.0,0.0,4960.0,4960.0,54.0,4960.0,0.9964612000001164,1.0,1.0,0.0,,,,0.0027643367043660525,0.0018740313916772102,0.006177311297506094,0.0001417021849192679,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.010565048999999998,0.0028082859999999997,0.017481329,0.007095661,0.5092956741521227,0.4267174441531693,1.0,0.0,0.118292265,0.007893114,0.13188198,0.112871505
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169,995.0,0.0,5008.0,5008.0,24.0,5008.0,0.996418000000118,0.0,0.0,0.0,,,,0.002682657369102041,0.0018914835893030085,0.006909377872943878,0.0017327370587736368,0.00025,0.0,0.00025,0.00025,0.008224809,0.0044692974,0.017340078999999998,0.0036598246,0.0,0.0,0.0,0.0,0.07624294,0.01435332,0.10059407,0.06356842
170,1001.0,0.0,5032.0,5032.0,24.0,5032.0,0.9963964000001186,0.0,0.0,0.0,,,,0.0034135277722574147,0.0026287843816366553,0.008045610040426254,0.00013118059723637998,0.00025,0.0,0.00025,0.00025,0.011266786,0.0057432703000000005,0.022185382000000003,0.004682703,0.0,0.0,0.0,0.0,,,,
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172,1013.0,0.0,5080.0,5080.0,24.0,5080.0,0.99635320000012,0.0,0.0,0.0,,,,0.00271237453368182,0.0020139233075308067,0.005205351393669844,0.000307795824483037,0.00025,0.0,0.00025,0.00025,0.010583971999999999,0.0029033413,0.014844426,0.006834766999999999,0.0,0.0,0.0,0.0,,,,
173,1032.0,0.0,5154.0,5154.0,74.0,5154.0,0.9962866000001224,2.0,2.0,0.0,,,,0.0025085769754552623,0.0017318046260920011,0.005249752663075924,0.000143589946674183,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.01069705,0.0038356793,0.018547297,0.006084931,0.7354289260723472,0.5439348788324887,1.6757290490602832,0.0,,,,
174,1038.0,0.0,5178.0,5178.0,24.0,5178.0,0.996265000000123,0.0,0.0,0.0,,,,0.0029626178438775237,0.0008607372389301529,0.003845702623948455,0.001758636673912406,0.00025,0.0,0.00025,0.00025,0.0099993395,0.0019135139999999998,0.012480416000000001,0.0073112333,0.0,0.0,0.0,0.0,,,,
175,1044.0,0.0,5202.0,5202.0,24.0,5202.0,0.9962434000001236,0.0,0.0,0.0,,,,0.002838257452822291,0.0018082455335442762,0.005362475756555796,0.00015044028987176716,0.00025,0.0,0.00025,0.00025,0.010470833,0.0034216616999999997,0.015557008999999998,0.006179953,0.0,0.0,0.0,0.0,0.09275821,0.023161544,0.123204514,0.0657849
176,1050.0,0.0,5226.0,5226.0,24.0,5226.0,0.9962218000001244,0.0,0.0,0.0,,,,0.0025210519233951345,0.0013099481136215323,0.004085900727659464,0.00019880416220985356,0.00025,0.0,0.00025,0.00025,0.009659746,0.0011355175,0.011084517,0.007828515999999999,0.0,0.0,0.0,0.0,0.09505239,0.021299222000000003,0.12992887,0.07284817
177,1056.0,0.0,5250.0,5250.0,24.0,5250.0,0.9962002000001252,0.0,0.0,0.0,,,,0.0036807099046806493,0.0010822834609690594,0.005045343190431596,0.0018871475476771593,0.00025,0.0,0.00025,0.00025,0.010134734,0.0030152209,0.015780078,0.006907723399999999,0.0,0.0,0.0,0.0,,,,
178,1060.0,0.0,5267.0,5267.0,17.0,5267.0,0.9961849000001256,0.0,0.0,0.0,,,,0.003851399873383343,0.0017854733401730138,0.0067443475127220145,0.001885798526927829,0.00025,0.0,0.00025,0.00025,0.012359958,0.0047183987,0.020387514,0.00824215,0.0,0.0,0.0,0.0,,,,
179,1066.0,0.0,5291.0,5291.0,24.0,5291.0,0.9961633000001264,0.0,0.0,0.0,,,,0.002333417161329029,0.0024239229154531354,0.006106139160692692,0.00026059473748318846,0.00025,0.0,0.00025,0.00025,0.011669233000000001,0.0020531323,0.015034758999999998,0.008080961,0.0,0.0,0.0,0.0,,,,
180,1072.0,0.0,5315.0,5315.0,24.0,5315.0,0.9961417000001271,0.0,0.0,0.0,,,,0.0018467716242109122,0.00133145777896311,0.0035593877546489243,0.00019415744463913145,0.00025,0.0,0.00025,0.00025,0.00938867,0.001643275,0.011999238999999998,0.0068890452,0.0,0.0,0.0,0.0,,,,
181,1078.0,0.0,5339.0,5339.0,24.0,5339.0,0.9961201000001276,0.0,0.0,0.0,,,,0.0017259509186260402,0.0008914345295661788,0.0032277824357151985,0.00016944506205618382,0.00025,0.0,0.00025,0.00025,0.007883134,0.0011867619,0.009970665,0.006625124699999999,0.0,0.0,0.0,0.0,,,,
182,1084.0,0.0,5363.0,5363.0,24.0,5363.0,0.9960985000001285,0.0,0.0,0.0,,,,0.002456665291295697,0.0008573885840623972,0.0038161831907927994,0.0017313434509560466,0.00025,0.0,0.00025,0.00025,0.008468094,0.0018601972,0.011942898,0.006083181,0.0,0.0,0.0,0.0,,,,
183,1090.0,0.0,5387.0,5387.0,24.0,5387.0,0.9960769000001292,0.0,0.0,0.0,,,,0.001728199262288399,0.0013081839866773215,0.0034688115119934078,8.798809722065927e-05,0.00025,0.0,0.00025,0.00025,0.0068804122999999995,0.0011003064,0.008239966,0.005436891,0.0,0.0,0.0,0.0,,,,
184,1096.0,0.0,5411.0,5411.0,24.0,5411.0,0.99605530000013,0.0,0.0,0.0,,,,0.002868102179490961,0.0014636722805690286,0.004598878789693117,9.029076318256557e-05,0.00025,0.0,0.00025,0.00025,0.010253716999999999,0.0035405182,0.01661411,0.0051905913,0.0,0.0,0.0,0.0,,,,
185,1098.0,0.0,5418.0,5418.0,7.0,5418.0,0.99604900000013,0.0,0.0,0.0,,,,0.002552500809542835,0.0006349760806187987,0.0031874768901616326,0.001917524728924036,0.00025,0.0,0.00025,0.00025,0.010820943000000001,0.0027152365000000004,0.013536178999999999,0.008105705999999999,0.0,0.0,0.0,0.0,,,,
186,1104.0,0.0,5442.0,5442.0,24.0,5442.0,0.9960274000001308,0.0,0.0,0.0,,,,0.002858542392156475,0.0015736541530547948,0.00516832247376442,0.0001115890991059132,0.00025,0.0,0.00025,0.00025,0.010396057,0.0020162875,0.01309859,0.0075155282,0.0,0.0,0.0,0.0,,,,
187,1110.0,0.0,5466.0,5466.0,24.0,5466.0,0.9960058000001316,0.0,0.0,0.0,,,,0.002523624381865375,0.0011626081175265454,0.0034652205649763346,0.0002118214324582368,0.00025,0.0,0.00025,0.00025,0.0074179466,0.0018537513,0.010012771,0.0047392994,0.0,0.0,0.0,0.0,,,,
188,1116.0,0.0,5490.0,5490.0,24.0,5490.0,0.9959842000001322,0.0,0.0,0.0,,,,0.0020740614733464704,0.0014237856758354628,0.003604884957894683,0.00020693089754786345,0.00025,0.0,0.00025,0.00025,0.0101849735,0.0026726725,0.013221098,0.004795293,0.0,0.0,0.0,0.0,,,,
189,1122.0,0.0,5514.0,5514.0,24.0,5514.0,0.9959626000001328,0.0,0.0,0.0,,,,0.0032398279678697386,0.0013990656883102655,0.005069853737950325,0.001787399058230221,0.00025,0.0,0.00025,0.00025,0.011119366,0.0022938442000000002,0.015842196,0.009165971,0.0,0.0,0.0,0.0,,,,
190,1132.0,0.0,5554.0,5554.0,40.0,5554.0,0.995926600000134,1.0,1.0,0.0,,,,0.0021447570252348673,0.0016368630455442772,0.005071608349680901,0.00011284227366559209,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.008089892,0.002276091,0.012514648,0.004386417,0.2162068812908977,0.4014372542414397,1.0,0.0,,,,
191,1149.0,0.0,5624.0,5624.0,70.0,5624.0,0.9958636000001362,1.0,1.0,0.0,,,,0.0030153069070793744,0.002198504633580636,0.0069657284766435614,9.484601469011976e-05,0.00025,0.0,0.00025,0.00025,0.010466555,0.0045552705,0.019514255,0.0037499854999999997,0.4632442156281665,0.4189166060043126,1.0,0.0,,,,
192,1152.0,0.0,5637.0,5637.0,13.0,5637.0,0.9958519000001366,0.0,0.0,0.0,,,,0.00299407592198501,0.0007751916230976912,0.003693601582199335,0.0019132994348183274,0.00025,0.0,0.00025,0.00025,0.010372734,0.00148983,0.012205094,0.00855587,0.0,0.0,0.0,0.0,,,,
193,1158.0,0.0,5661.0,5661.0,24.0,5661.0,0.9958303000001372,0.0,0.0,0.0,,,,0.004242719733156264,0.0019548124910683945,0.007619958370923995,0.001830626861192286,0.00025,0.0,0.00025,0.00025,0.012817761,0.0031800007,0.016383953,0.008332369000000001,0.0,0.0,0.0,0.0,,,,
194,1164.0,0.0,5685.0,5685.0,24.0,5685.0,0.995808700000138,0.0,0.0,0.0,,,,0.0035241663455963133,0.002058413487521168,0.006639037281274796,0.0016744975000619886,0.00025,0.0,0.00025,0.00025,0.015213167,0.0052486053000000005,0.024500636,0.008473267,0.0,0.0,0.0,0.0,,,,
195,1170.0,0.0,5709.0,5709.0,24.0,5709.0,0.9957871000001388,0.0,0.0,0.0,,,,0.0039307991042733205,0.0012163093888147155,0.005862144753336906,0.0022342063020914797,0.00025,0.0,0.00025,0.00025,0.014170384,0.0022049411,0.01724696,0.010859236000000001,0.0,0.0,0.0,0.0,,,,
196,1183.0,0.0,5761.0,5761.0,52.0,5761.0,0.9957403000001402,1.0,1.0,0.0,,,,0.0026667294817646807,0.0015626597618501085,0.005159053020179272,0.00014595150423701853,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.011616004,0.0040874592999999996,0.022303503,0.005612128399999999,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
197,1189.0,0.0,5785.0,5785.0,24.0,5785.0,0.995718700000141,0.0,0.0,0.0,,,,0.0028065226273611193,0.0014776595560545634,0.005613250657916069,0.0017682374455034735,0.00025,0.0,0.00025,0.00025,0.011264706000000001,0.0049893283,0.018959538999999997,0.005618835,0.0,0.0,0.0,0.0,,,,
198,1195.0,0.0,5809.0,5809.0,24.0,5809.0,0.9956971000001416,0.0,0.0,0.0,,,,0.0022740951506420967,0.0023006752893774945,0.006212499924004078,8.114708180073649e-05,0.00025,0.0,0.00025,0.00025,0.009000687,0.0047807186,0.018269459,0.0056331027,0.0,0.0,0.0,0.0,,,,
199,1201.0,0.0,5833.0,5833.0,24.0,5833.0,0.9956755000001424,0.0,0.0,0.0,,,,0.002904779196251184,0.0014203201475025613,0.003833131166175008,8.125026943162084e-05,0.00025,0.0,0.00025,0.00025,0.009039721,0.0011739838,0.010225509,0.007079121999999999,0.0,0.0,0.0,0.0,,,,
200,1225.0,0.0,5927.0,5927.0,94.0,5927.0,0.9955909000001452,2.0,2.0,0.0,,,,0.002711748300973103,0.0018315575318583624,0.006808510050177574,7.832780102035031e-05,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.010624169,0.0039456584000000005,0.024415264,0.005588955,0.8609631022939213,0.5408117143246456,1.6757290490602832,0.0,,,,
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
36 35 0.0 1.0 952.0 952.0 14.0 952.0 1.0 0.0 0.0 0.0 0.0 0.0
37 36 0.0 1.0 976.0 976.0 24.0 976.0 1.0 0.0 0.0 0.0 0.0 0.0
38 37 0.0 1.0 1028.0 1028.0 52.0 1028.0 1.0 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
39 38 6.0 0.0 1052.0 1052.0 24.0 1052.0 0.9999784000000008 0.0 0.0 0.0 0.001137488721118037 0.0014776150419493206 0.0015802049951794779 0.001494855242231688 0.004233837593346834 0.0038064736872911453 3.3983444154728204e-05 2.8705115255434063e-05 0.00025 0.0 0.00025 0.00025 0.03501395 0.041221100000000004 0.05771509 0.065964065 0.16362426 0.18786922 0.0029416026 0.003760667 0.0 0.0 0.0 0.0
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