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Code Issues Projects Releases Wiki Activity

new traces

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itaicaspi-intel
2018-09-12 15:29:42 +03:00
parent 673911ff7f
commit fa4895f840
76 changed files with 12786 additions and 12606 deletions
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rl_coach/traces/InvertedPendulum_PG/trace.csv
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@@ -1,351 +1,261 @@
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,Returns Mean/Mean,Returns Mean/Stdev,Returns Mean/Max,Returns Mean/Min,Returns Variance/Mean,Returns Variance/Stdev,Returns Variance/Max,Returns Variance/Min
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181,0.0,1.0,3.0,1.0,3.0,1025.0,0.1,,,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
182,0.0,0.0,9.0,1.0,9.0,1034.0,0.1,0.45,9.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
183,1.0,0.0,14.0,1.0,14.0,1048.0,0.1,0.7000000000000001,14.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
184,2.0,0.0,5.0,1.0,5.0,1053.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
185,3.0,0.0,7.0,1.0,7.0,1060.0,0.1,0.35,7.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
186,4.0,0.0,30.0,1.0,30.0,1090.0,0.1,1.5000000000000009,30.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
187,5.0,0.0,11.0,1.0,11.0,1101.0,0.1,0.5499999999999999,11.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
188,6.0,0.0,6.0,1.0,6.0,1107.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
189,7.0,0.0,12.0,1.0,12.0,1119.0,0.1,0.6,12.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
190,8.0,0.0,6.0,1.0,6.0,1125.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
191,9.0,0.0,12.0,1.0,12.0,1137.0,0.1,0.6,12.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
192,10.0,0.0,6.0,1.0,6.0,1143.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
193,11.0,0.0,9.0,1.0,9.0,1152.0,0.1,0.45,9.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
194,12.0,0.0,10.0,1.0,10.0,1162.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
195,13.0,0.0,11.0,1.0,11.0,1173.0,0.1,0.5499999999999999,11.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
196,14.0,0.0,8.0,1.0,8.0,1181.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
197,15.0,0.0,7.0,1.0,7.0,1188.0,0.1,0.35,7.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
198,16.0,0.0,6.0,1.0,6.0,1194.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
199,17.0,0.0,24.0,1.0,24.0,1218.0,0.1,1.2000000000000004,24.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
200,18.0,0.0,8.0,1.0,8.0,1226.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
201,19.0,0.0,18.0,1.0,18.0,1244.0,0.1,0.9000000000000002,18.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
202,20.0,0.0,5.0,1.0,5.0,1249.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
203,21.0,0.0,5.0,1.0,5.0,1254.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
204,22.0,0.0,6.0,1.0,6.0,1260.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
205,23.0,0.0,8.0,1.0,8.0,1268.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
206,24.0,0.0,15.0,1.0,15.0,1283.0,0.1,0.7500000000000001,15.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
207,25.0,0.0,34.0,1.0,34.0,1317.0,0.1,1.7000000000000008,34.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
208,26.0,0.0,21.0,1.0,21.0,1338.0,0.1,1.0500000000000005,21.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
209,27.0,0.0,7.0,1.0,7.0,1345.0,0.1,0.35,7.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
210,28.0,0.0,5.0,1.0,5.0,1350.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
211,29.0,0.0,10.0,1.0,10.0,1360.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
212,30.0,0.0,7.0,1.0,7.0,1367.0,0.1,0.35,7.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
213,31.0,0.0,5.0,1.0,5.0,1372.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
214,32.0,0.0,10.0,1.0,10.0,1382.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
215,33.0,0.0,13.0,1.0,13.0,1395.0,0.1,0.65,13.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
216,34.0,0.0,6.0,1.0,6.0,1401.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
217,35.0,0.0,26.0,1.0,26.0,1427.0,0.1,1.3000000000000005,26.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
218,36.0,0.0,9.0,1.0,9.0,1436.0,0.1,0.45,9.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
219,37.0,0.0,11.0,1.0,11.0,1447.0,0.1,0.5499999999999999,11.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
220,38.0,0.0,8.0,1.0,8.0,1455.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
221,39.0,0.0,6.0,1.0,6.0,1461.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
222,40.0,0.0,28.0,1.0,28.0,1489.0,0.1,1.4000000000000006,28.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
223,41.0,0.0,8.0,1.0,8.0,1497.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
224,42.0,0.0,6.0,1.0,6.0,1503.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
225,43.0,0.0,7.0,1.0,7.0,1510.0,0.1,0.35,7.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
226,44.0,0.0,12.0,1.0,12.0,1522.0,0.1,0.6,12.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
227,45.0,0.0,11.0,1.0,11.0,1533.0,0.1,0.5499999999999999,11.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
228,46.0,0.0,14.0,1.0,14.0,1547.0,0.1,0.7000000000000001,14.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
229,47.0,0.0,10.0,1.0,10.0,1557.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
230,48.0,0.0,26.0,1.0,26.0,1583.0,0.1,1.3000000000000005,26.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
231,49.0,0.0,6.0,1.0,6.0,1589.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
232,50.0,0.0,19.0,1.0,19.0,1608.0,0.1,0.9500000000000004,19.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
233,51.0,0.0,12.0,1.0,12.0,1620.0,0.1,0.6,12.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
234,52.0,0.0,10.0,1.0,10.0,1630.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
235,53.0,0.0,12.0,1.0,12.0,1642.0,0.1,0.6,12.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
236,54.0,0.0,10.0,1.0,10.0,1652.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
237,55.0,0.0,5.0,1.0,5.0,1657.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
238,56.0,0.0,21.0,1.0,21.0,1678.0,0.1,1.0500000000000005,21.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
239,57.0,0.0,10.0,1.0,10.0,1688.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
240,58.0,0.0,7.0,1.0,7.0,1695.0,0.1,0.35,7.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
241,59.0,0.0,5.0,1.0,5.0,1700.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
242,60.0,0.0,10.0,1.0,10.0,1710.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
243,61.0,0.0,11.0,1.0,11.0,1721.0,0.1,0.5499999999999999,11.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
244,62.0,0.0,8.0,1.0,8.0,1729.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
245,63.0,0.0,8.0,1.0,8.0,1737.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
246,64.0,0.0,5.0,1.0,5.0,1742.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
247,65.0,0.0,5.0,1.0,5.0,1747.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
248,66.0,0.0,17.0,1.0,17.0,1764.0,0.1,0.8500000000000002,17.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
249,67.0,0.0,20.0,1.0,20.0,1784.0,0.1,1.0000000000000002,20.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
250,68.0,0.0,8.0,1.0,8.0,1792.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
251,69.0,0.0,30.0,1.0,30.0,1822.0,0.1,1.5000000000000009,30.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
252,70.0,0.0,10.0,1.0,10.0,1832.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
253,71.0,0.0,9.0,1.0,9.0,1841.0,0.1,0.45,9.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
254,72.0,0.0,30.0,1.0,30.0,1871.0,0.1,1.5000000000000009,30.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
255,73.0,0.0,5.0,1.0,5.0,1876.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
256,74.0,0.0,29.0,1.0,29.0,1905.0,0.1,1.4500000000000006,29.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
257,75.0,0.0,6.0,1.0,6.0,1911.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
258,76.0,0.0,7.0,1.0,7.0,1918.0,0.1,0.35,7.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
259,77.0,0.0,21.0,1.0,21.0,1939.0,0.1,1.0500000000000005,21.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
260,78.0,0.0,11.0,1.0,11.0,1950.0,0.1,0.5499999999999999,11.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
261,79.0,0.0,11.0,1.0,11.0,1961.0,0.1,0.5499999999999999,11.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
262,80.0,0.0,21.0,1.0,21.0,1982.0,0.1,1.0500000000000005,21.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
263,81.0,0.0,8.0,1.0,8.0,1990.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
264,82.0,0.0,15.0,1.0,15.0,2005.0,0.1,0.7500000000000001,15.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
265,83.0,0.0,6.0,1.0,6.0,2011.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
266,84.0,0.0,8.0,1.0,8.0,2019.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
267,85.0,0.0,5.0,1.0,5.0,2024.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
268,86.0,0.0,6.0,1.0,6.0,2030.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
269,87.0,0.0,21.0,1.0,21.0,2051.0,0.1,1.0500000000000005,21.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
270,88.0,0.0,15.0,1.0,15.0,2066.0,0.1,0.7500000000000001,15.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
271,89.0,0.0,12.0,1.0,12.0,2078.0,0.1,0.6,12.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
272,90.0,0.0,22.0,1.0,22.0,2100.0,0.1,1.1000000000000003,22.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
273,91.0,0.0,15.0,1.0,15.0,2115.0,0.1,0.7500000000000001,15.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
274,92.0,0.0,17.0,1.0,17.0,2132.0,0.1,0.8500000000000002,17.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
275,93.0,0.0,10.0,1.0,10.0,2142.0,0.1,0.5,10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
276,94.0,0.0,11.0,1.0,11.0,2153.0,0.1,0.5499999999999999,11.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
277,95.0,0.0,33.0,1.0,33.0,2186.0,0.1,1.6500000000000008,33.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
278,96.0,0.0,12.0,1.0,12.0,2198.0,0.1,0.6,12.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
279,97.0,0.0,8.0,1.0,8.0,2206.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
280,98.0,0.0,22.0,1.0,22.0,2228.0,0.1,1.1000000000000003,22.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
281,99.0,0.0,36.0,1.0,36.0,2264.0,0.1,1.800000000000001,36.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
282,100.0,0.0,32.0,1.0,32.0,2296.0,0.1,1.6000000000000008,32.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
283,101.0,0.0,15.0,1.0,15.0,2311.0,0.1,0.7500000000000001,15.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
284,102.0,0.0,18.0,1.0,18.0,2329.0,0.1,0.9000000000000002,18.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
285,103.0,0.0,8.0,1.0,8.0,2337.0,0.1,0.4,8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
286,104.0,0.0,5.0,1.0,5.0,2342.0,0.1,0.25,5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
287,105.0,0.0,18.0,1.0,18.0,2360.0,0.1,0.9000000000000002,18.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
288,106.0,0.0,29.0,1.0,29.0,2389.0,0.1,1.4500000000000006,29.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
289,107.0,0.0,34.0,1.0,34.0,2423.0,0.1,1.7000000000000008,34.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
290,108.0,0.0,29.0,1.0,29.0,2452.0,0.1,1.4500000000000006,29.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
291,109.0,0.0,26.0,1.0,26.0,2478.0,0.1,1.3000000000000005,26.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
292,110.0,0.0,6.0,1.0,6.0,2484.0,0.1,0.3,6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
293,111.0,0.0,21.0,1.0,21.0,2505.0,0.1,1.0500000000000005,21.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
294,112.0,0.0,28.0,1.0,28.0,2533.0,0.1,1.4000000000000006,28.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
295,113.0,0.0,34.0,1.0,34.0,2567.0,0.1,1.7000000000000008,34.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
296,114.0,0.0,35.0,1.0,35.0,2602.0,0.1,1.7500000000000009,35.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
297,115.0,0.0,29.0,1.0,29.0,2631.0,0.1,1.4500000000000006,29.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
298,116.0,0.0,33.0,1.0,33.0,2664.0,0.1,1.6500000000000008,33.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
299,117.0,0.0,18.0,1.0,18.0,2682.0,0.1,0.9000000000000002,18.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
300,118.0,0.0,50.0,1.0,50.0,2732.0,0.1,2.499999999999999,50.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
301,119.0,0.0,45.0,1.0,45.0,2777.0,0.1,2.25,45.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
302,120.0,0.0,35.0,1.0,35.0,2812.0,0.1,1.7500000000000009,35.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
303,121.0,0.0,18.0,1.0,18.0,2830.0,0.1,0.9000000000000002,18.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
304,122.0,0.0,21.0,1.0,21.0,2851.0,0.1,1.0500000000000005,21.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
305,123.0,0.0,36.0,1.0,36.0,2887.0,0.1,1.800000000000001,36.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
306,124.0,0.0,31.0,1.0,31.0,2918.0,0.1,1.5500000000000007,31.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
307,125.0,0.0,38.0,1.0,38.0,2956.0,0.1,1.9000000000000008,38.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
308,126.0,0.0,67.0,1.0,67.0,3023.0,0.1,3.3499999999999956,67.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
309,127.0,0.0,61.0,1.0,61.0,3084.0,0.1,3.049999999999997,61.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
310,128.0,0.0,55.0,1.0,55.0,3139.0,0.1,2.7499999999999982,55.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
311,129.0,0.0,52.0,1.0,52.0,3191.0,0.1,2.5999999999999988,52.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
312,130.0,0.0,54.0,1.0,54.0,3245.0,0.1,2.6999999999999984,54.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
313,131.0,0.0,56.0,1.0,56.0,3301.0,0.1,2.799999999999998,56.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
314,132.0,0.0,55.0,1.0,55.0,3356.0,0.1,2.7499999999999982,55.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
315,133.0,0.0,51.0,1.0,51.0,3407.0,0.1,2.549999999999999,51.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
316,134.0,0.0,113.0,1.0,113.0,3520.0,0.1,5.649999999999987,113.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
317,135.0,0.0,52.0,1.0,52.0,3572.0,0.1,2.5999999999999988,52.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
318,136.0,0.0,44.0,1.0,44.0,3616.0,0.1,2.2,44.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
319,137.0,0.0,107.0,1.0,107.0,3723.0,0.1,5.349999999999988,107.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
320,138.0,0.0,56.0,1.0,56.0,3779.0,0.1,2.799999999999998,56.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
321,139.0,0.0,114.0,1.0,114.0,3893.0,0.1,5.699999999999987,114.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
322,140.0,0.0,63.0,1.0,63.0,3956.0,0.1,3.149999999999997,63.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
323,141.0,0.0,47.0,1.0,47.0,4003.0,0.1,2.35,47.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
324,142.0,0.0,48.0,1.0,48.0,4051.0,0.1,2.3999999999999995,48.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
325,143.0,0.0,59.0,1.0,59.0,4110.0,0.1,2.949999999999997,59.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
326,144.0,0.0,142.0,1.0,142.0,4252.0,0.1,7.099999999999982,142.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
327,145.0,0.0,83.0,1.0,83.0,4335.0,0.1,4.149999999999993,83.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
328,146.0,0.0,57.0,1.0,57.0,4392.0,0.1,2.8499999999999983,57.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
329,147.0,0.0,55.0,1.0,55.0,4447.0,0.1,2.7499999999999982,55.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
330,148.0,0.0,47.0,1.0,47.0,4494.0,0.1,2.35,47.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
331,149.0,0.0,57.0,1.0,57.0,4551.0,0.1,2.8499999999999983,57.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
332,150.0,0.0,61.0,1.0,61.0,4612.0,0.1,3.049999999999997,61.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
333,151.0,0.0,80.0,1.0,80.0,4692.0,0.1,3.9999999999999933,80.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
334,152.0,0.0,59.0,1.0,59.0,4751.0,0.1,2.949999999999997,59.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
335,153.0,0.0,58.0,1.0,58.0,4809.0,0.1,2.8999999999999977,58.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
336,154.0,0.0,87.0,1.0,87.0,4896.0,0.1,4.3499999999999925,87.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
337,155.0,0.0,86.0,1.0,86.0,4982.0,0.1,4.299999999999994,86.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
338,156.0,0.0,57.0,1.0,57.0,5039.0,0.1,2.8499999999999983,57.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
339,157.0,0.0,67.0,1.0,67.0,5106.0,0.1,3.3499999999999956,67.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
340,158.0,0.0,57.0,1.0,57.0,5163.0,0.1,2.8499999999999983,57.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
341,159.0,0.0,102.0,1.0,102.0,5265.0,0.1,5.099999999999991,102.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
342,160.0,0.0,59.0,1.0,59.0,5324.0,0.1,2.949999999999997,59.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
343,161.0,0.0,68.0,1.0,68.0,5392.0,0.1,3.399999999999996,68.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
344,162.0,0.0,55.0,1.0,55.0,5447.0,0.1,2.7499999999999982,55.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
345,163.0,0.0,65.0,1.0,65.0,5512.0,0.1,3.2499999999999964,65.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
346,164.0,0.0,68.0,1.0,68.0,5580.0,0.1,3.399999999999996,68.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
347,165.0,0.0,47.0,1.0,47.0,5627.0,0.1,2.35,47.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
348,166.0,0.0,42.0,1.0,42.0,5669.0,0.1,2.1000000000000005,42.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
349,167.0,0.0,56.0,1.0,56.0,5725.0,0.1,2.799999999999998,56.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
350,168.0,0.0,67.0,1.0,67.0,5792.0,0.1,3.3499999999999956,67.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,
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,Returns Mean/Mean,Returns Mean/Stdev,Returns Mean/Max,Returns Mean/Min,Returns Variance/Mean,Returns Variance/Stdev,Returns Variance/Max,Returns Variance/Min
1,0.0,1.0,4.0,1.0,4.0,4.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
2,0.0,1.0,3.0,1.0,3.0,7.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
3,0.0,1.0,3.0,1.0,3.0,10.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
4,0.0,1.0,7.0,1.0,7.0,17.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.19604960199429286,0.09655815980645327,0.33967326046505,0.05,,,,,,,,,,,,
5,0.0,1.0,6.0,1.0,6.0,23.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.17211232558249998,0.08286397799189531,0.292599252995,0.05,,,,,,,,,,,,
6,0.0,1.0,8.0,1.0,8.0,31.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.2198279677275562,0.11007233160822624,0.38627652786039945,0.05,,,,,,,,,,,,
7,0.0,1.0,3.0,1.0,3.0,34.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
8,0.0,1.0,3.0,1.0,3.0,37.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
9,0.0,1.0,4.0,1.0,4.0,41.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
10,0.0,1.0,6.0,1.0,6.0,47.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.17211232558249998,0.08286397799189531,0.292599252995,0.05,,,,,,,,,,,,
11,0.0,1.0,6.0,1.0,6.0,53.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.17211232558249998,0.08286397799189531,0.292599252995,0.05,,,,,,,,,,,,
12,0.0,1.0,3.0,1.0,3.0,56.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
13,0.0,1.0,3.0,1.0,3.0,59.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
14,0.0,1.0,4.0,1.0,4.0,63.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
15,0.0,1.0,4.0,1.0,4.0,67.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
16,0.0,1.0,5.0,1.0,5.0,72.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1480149401,0.06896102301892251,0.2450497505,0.05,,,,,,,,,,,,
17,0.0,1.0,10.0,1.0,10.0,82.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.2669127129358222,0.13661969731348275,0.4780896249559775,0.05,,,,,,,,,,,,
18,0.0,1.0,3.0,1.0,3.0,85.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
19,0.0,1.0,6.0,1.0,6.0,91.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.17211232558249998,0.08286397799189531,0.292599252995,0.05,,,,,,,,,,,,
20,0.0,1.0,4.0,1.0,4.0,95.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
21,0.0,1.0,5.0,1.0,5.0,100.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1480149401,0.06896102301892251,0.2450497505,0.05,,,,,,,,,,,,
22,0.0,1.0,3.0,1.0,3.0,103.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
23,0.0,1.0,15.0,1.0,15.0,118.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.3819257031625212,0.20048895872248507,0.6997082267935573,0.05,,,,,,,,,,,,
24,0.0,1.0,3.0,1.0,3.0,121.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
25,0.0,1.0,10.0,1.0,10.0,131.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.2669127129358222,0.13661969731348275,0.4780896249559775,0.05,,,,,,,,,,,,
26,0.0,1.0,3.0,1.0,3.0,134.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
27,0.0,1.0,4.0,1.0,4.0,138.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
28,0.0,1.0,4.0,1.0,4.0,142.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
29,0.0,1.0,4.0,1.0,4.0,146.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
30,0.0,1.0,6.0,1.0,6.0,152.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.17211232558249998,0.08286397799189531,0.292599252995,0.05,,,,,,,,,,,,
31,0.0,1.0,16.0,1.0,16.0,168.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.404474793247715,0.21286264494757515,0.7427111445256217,0.05,,,,,,,,,,,,
32,0.0,1.0,4.0,1.0,4.0,172.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
33,0.0,1.0,6.0,1.0,6.0,178.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.17211232558249998,0.08286397799189531,0.292599252995,0.05,,,,,,,,,,,,
34,0.0,1.0,9.0,1.0,9.0,187.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.2434486116002494,0.12342278391615898,0.4324137625817954,0.05,,,,,,,,,,,,
35,0.0,1.0,12.0,1.0,12.0,199.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.3133759582903328,0.1625785567322269,0.5680756414193535,0.05,,,,,,,,,,,,
36,0.0,1.0,11.0,1.0,11.0,210.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.29022144164224,0.14966996075313924,0.5233087287064176,0.05,,,,,,,,,,,,
37,0.0,1.0,6.0,1.0,6.0,216.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.17211232558249998,0.08286397799189531,0.292599252995,0.05,,,,,,,,,,,,
38,0.0,1.0,5.0,1.0,5.0,221.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1480149401,0.06896102301892251,0.2450497505,0.05,,,,,,,,,,,,
39,0.0,1.0,4.0,1.0,4.0,225.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
40,0.0,1.0,6.0,1.0,6.0,231.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.17211232558249998,0.08286397799189531,0.292599252995,0.05,,,,,,,,,,,,
41,0.0,1.0,8.0,1.0,8.0,239.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.2198279677275562,0.11007233160822624,0.38627652786039945,0.05,,,,,,,,,,,,
42,0.0,1.0,5.0,1.0,5.0,244.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1480149401,0.06896102301892251,0.2450497505,0.05,,,,,,,,,,,,
43,0.0,1.0,7.0,1.0,7.0,251.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.19604960199429286,0.09655815980645327,0.33967326046505,0.05,,,,,,,,,,,,
44,0.0,1.0,11.0,1.0,11.0,262.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.29022144164224,0.14966996075313924,0.5233087287064176,0.05,,,,,,,,,,,,
45,0.0,1.0,8.0,1.0,8.0,270.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.2198279677275562,0.11007233160822624,0.38627652786039945,0.05,,,,,,,,,,,,
46,0.0,1.0,3.0,1.0,3.0,273.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
47,0.0,1.0,3.0,1.0,3.0,276.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
48,0.0,1.0,3.0,1.0,3.0,279.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
49,0.0,1.0,3.0,1.0,3.0,282.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
50,0.0,1.0,4.0,1.0,4.0,286.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
51,0.0,1.0,6.0,1.0,6.0,292.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.17211232558249998,0.08286397799189531,0.292599252995,0.05,,,,,,,,,,,,
52,0.0,1.0,10.0,1.0,10.0,302.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.2669127129358222,0.13661969731348275,0.4780896249559775,0.05,,,,,,,,,,,,
53,0.0,1.0,4.0,1.0,4.0,306.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
54,0.0,1.0,7.0,1.0,7.0,313.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.19604960199429286,0.09655815980645327,0.33967326046505,0.05,,,,,,,,,,,,
55,0.0,1.0,3.0,1.0,3.0,316.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.099335,0.040214667100449804,0.148505,0.05,,,,,,,,,,,,
56,0.0,1.0,4.0,1.0,4.0,320.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1237562375,0.054791469323191344,0.19701995,0.05,,,,,,,,,,,,
57,0.0,1.0,5.0,1.0,5.0,325.0,0.1,,,0.0,,,,,,,,,,,,,,,,0.1480149401,0.06896102301892251,0.2450497505,0.05,,,,,,,,,,,,
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248,66.0,0.0,116.0,1.0,116.0,3521.0,0.1,5.7999999999999865,116.0,0.0,,,,,,,,,,,,,,,,2.0626916837700486,0.977599581789428,3.4416945927542844,0.05,,,,,,,,,,,,
249,67.0,0.0,50.0,1.0,50.0,3571.0,0.1,2.499999999999999,50.0,0.0,,,,,,,,,,,,,,,,1.0895600646616124,0.5659605367413824,1.974969664312316,0.05,,,,,,,,,,,,
250,68.0,0.0,55.0,1.0,55.0,3626.0,0.1,2.7499999999999982,55.0,0.0,,,,,,,,,,,,,,,,1.1781927497923583,0.6082005365516561,2.123226250115355,0.05,,,,,,,,,,,,
251,69.0,0.0,99.0,1.0,99.0,3725.0,0.1,4.94999999999999,99.0,0.0,,,,,,,,,,,,,,,,1.8486481882486332,0.8977774278687193,3.1513518117513644,0.05,,,,,,,,,,,,
252,70.0,0.0,115.0,1.0,115.0,3840.0,0.1,5.749999999999987,115.0,0.0,,,,,,,,,,,,,,,,2.0507003541267075,0.9733095678375632,3.4259541340952366,0.05,,,,,,,,,,,,
253,71.0,0.0,105.0,1.0,105.0,3945.0,0.1,5.2499999999999885,105.0,0.0,,,,,,,,,,,,,,,,1.9267246826072275,0.9276764255782896,3.2595344275377864,0.05,,,,,,,,,,,,
254,72.0,0.0,90.0,1.0,90.0,4035.0,0.1,4.499999999999992,90.0,0.0,,,,,,,,,,,,,,,,1.726025849730782,0.8490916277779322,2.9763401366083775,0.05,,,,,,,,,,,,
255,73.0,0.0,211.0,1.0,211.0,4246.0,0.1,10.550000000000015,211.0,0.0,,,,,,,,,,,,,,,,2.9354444476576833,1.2202855112179958,4.400214359032608,0.05,,,,,,,,,,,,
256,74.0,0.0,146.0,1.0,146.0,4392.0,0.1,7.299999999999982,146.0,0.0,,,,,,,,,,,,,,,,2.3912002059429467,1.0859964047355308,3.847320908407367,0.05,,,,,,,,,,,,
257,75.0,0.0,179.0,1.0,179.0,4571.0,0.1,8.949999999999992,179.0,0.0,,,,,,,,,,,,,,,,2.6922010327041543,1.1680786566112509,4.172687021676322,0.05,,,,,,,,,,,,
258,76.0,0.0,223.0,1.0,223.0,4794.0,0.1,11.150000000000023,223.0,0.0,,,,,,,,,,,,,,,,3.016289017597217,1.2344668332960158,4.468359081573941,0.05,,,,,,,,,,,,
259,77.0,0.0,260.0,1.0,260.0,5054.0,0.1,13.00000000000005,260.0,0.0,,,,,,,,,,,,,,,,3.2357207506797088,1.263948813624062,4.633460654780558,0.05,,,,,,,,,,,,
260,78.0,0.0,251.0,1.0,251.0,5305.0,0.1,12.550000000000045,251.0,0.0,,,,,,,,,,,,,,,,3.1861463181086718,1.2585103549356849,4.598760344997201,0.05,,,,,,,,,,,,
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 Returns Mean/Mean Returns Mean/Stdev Returns Mean/Max Returns Mean/Min Returns Variance/Mean Returns Variance/Stdev Returns Variance/Max Returns Variance/Min
2 1 0.0 1.0 4.0 1.0 4.0 4.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
3 2 0.0 1.0 3.0 1.0 3.0 7.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
4 3 0.0 1.0 3.0 1.0 3.0 10.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
5 4 0.0 1.0 7.0 1.0 7.0 17.0 0.1 0.0 0.19604960199429286 0.09655815980645327 0.33967326046505 0.05
6 5 0.0 1.0 6.0 1.0 6.0 23.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
7 6 0.0 1.0 8.0 1.0 8.0 31.0 0.1 0.0 0.2198279677275562 0.11007233160822624 0.38627652786039945 0.05
8 7 0.0 1.0 3.0 1.0 3.0 34.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
9 8 0.0 1.0 3.0 1.0 3.0 37.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
10 9 0.0 1.0 4.0 1.0 4.0 41.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
11 10 0.0 1.0 6.0 1.0 6.0 47.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
12 11 0.0 1.0 6.0 1.0 6.0 53.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
13 12 0.0 1.0 3.0 1.0 3.0 56.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
14 13 0.0 1.0 3.0 1.0 3.0 59.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
15 14 0.0 1.0 4.0 1.0 4.0 63.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
16 15 0.0 1.0 4.0 1.0 4.0 67.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
17 16 0.0 1.0 5.0 1.0 5.0 72.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
18 17 0.0 1.0 10.0 1.0 10.0 82.0 0.1 0.0 0.2669127129358222 0.13661969731348275 0.4780896249559775 0.05
19 18 0.0 1.0 3.0 1.0 3.0 85.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
20 19 0.0 1.0 6.0 1.0 6.0 91.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
21 20 0.0 1.0 4.0 1.0 4.0 95.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
22 21 0.0 1.0 5.0 1.0 5.0 100.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
23 22 0.0 1.0 3.0 1.0 3.0 103.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
24 23 0.0 1.0 15.0 1.0 15.0 118.0 0.1 0.0 0.3819257031625212 0.20048895872248507 0.6997082267935573 0.05
25 24 0.0 1.0 3.0 1.0 3.0 121.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
26 25 0.0 1.0 10.0 1.0 10.0 131.0 0.1 0.0 0.2669127129358222 0.13661969731348275 0.4780896249559775 0.05
27 26 0.0 1.0 3.0 1.0 3.0 134.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
28 27 0.0 1.0 4.0 1.0 4.0 138.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
29 28 0.0 1.0 4.0 1.0 4.0 142.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
30 29 0.0 1.0 4.0 1.0 4.0 146.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
31 30 0.0 1.0 6.0 1.0 6.0 152.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
32 31 0.0 1.0 16.0 1.0 16.0 168.0 0.1 0.0 0.404474793247715 0.21286264494757515 0.7427111445256217 0.05
33 32 0.0 1.0 4.0 1.0 4.0 172.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
34 33 0.0 1.0 6.0 1.0 6.0 178.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
35 34 0.0 1.0 9.0 1.0 9.0 187.0 0.1 0.0 0.2434486116002494 0.12342278391615898 0.4324137625817954 0.05
36 35 0.0 1.0 12.0 1.0 12.0 199.0 0.1 0.0 0.3133759582903328 0.1625785567322269 0.5680756414193535 0.05
37 36 0.0 1.0 11.0 1.0 11.0 210.0 0.1 0.0 0.29022144164224 0.14966996075313924 0.5233087287064176 0.05
38 37 0.0 1.0 6.0 1.0 6.0 216.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
39 38 0.0 1.0 5.0 1.0 5.0 221.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
40 39 0.0 1.0 4.0 1.0 4.0 225.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
41 40 0.0 1.0 6.0 1.0 6.0 231.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
42 41 0.0 1.0 8.0 1.0 8.0 239.0 0.1 0.0 0.2198279677275562 0.11007233160822624 0.38627652786039945 0.05
43 42 0.0 1.0 5.0 1.0 5.0 244.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
44 43 0.0 1.0 7.0 1.0 7.0 251.0 0.1 0.0 0.19604960199429286 0.09655815980645327 0.33967326046505 0.05
45 44 0.0 1.0 11.0 1.0 11.0 262.0 0.1 0.0 0.29022144164224 0.14966996075313924 0.5233087287064176 0.05
46 45 0.0 1.0 8.0 1.0 8.0 270.0 0.1 0.0 0.2198279677275562 0.11007233160822624 0.38627652786039945 0.05
47 46 0.0 1.0 3.0 1.0 3.0 273.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
48 47 0.0 1.0 3.0 1.0 3.0 276.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
49 48 0.0 1.0 3.0 1.0 3.0 279.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
50 49 0.0 1.0 3.0 1.0 3.0 282.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
51 50 0.0 1.0 4.0 1.0 4.0 286.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
52 51 0.0 1.0 6.0 1.0 6.0 292.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
53 52 0.0 1.0 10.0 1.0 10.0 302.0 0.1 0.0 0.2669127129358222 0.13661969731348275 0.4780896249559775 0.05
54 53 0.0 1.0 4.0 1.0 4.0 306.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
55 54 0.0 1.0 7.0 1.0 7.0 313.0 0.1 0.0 0.19604960199429286 0.09655815980645327 0.33967326046505 0.05
56 55 0.0 1.0 3.0 1.0 3.0 316.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
57 56 0.0 1.0 4.0 1.0 4.0 320.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
58 57 0.0 1.0 5.0 1.0 5.0 325.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
59 58 0.0 1.0 4.0 1.0 4.0 329.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
60 59 0.0 1.0 4.0 1.0 4.0 333.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
61 60 0.0 1.0 3.0 1.0 3.0 336.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
62 61 0.0 1.0 3.0 1.0 3.0 339.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
63 62 0.0 1.0 4.0 1.0 4.0 343.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
64 63 0.0 1.0 7.0 1.0 7.0 350.0 0.1 0.0 0.19604960199429286 0.09655815980645327 0.33967326046505 0.05
65 64 0.0 1.0 14.0 1.0 14.0 364.0 0.1 0.0 0.35922695147459 0.1879852463102243 0.6562709361551083 0.05
66 65 0.0 1.0 3.0 1.0 3.0 367.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
67 66 0.0 1.0 5.0 1.0 5.0 372.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
68 67 0.0 1.0 4.0 1.0 4.0 376.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
69 68 0.0 1.0 11.0 1.0 11.0 387.0 0.1 0.0 0.29022144164224 0.14966996075313924 0.5233087287064176 0.05
70 69 0.0 1.0 6.0 1.0 6.0 393.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
71 70 0.0 1.0 4.0 1.0 4.0 397.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
72 71 0.0 1.0 6.0 1.0 6.0 403.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
73 72 0.0 1.0 4.0 1.0 4.0 407.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
74 73 0.0 1.0 4.0 1.0 4.0 411.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
75 74 0.0 1.0 3.0 1.0 3.0 414.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
76 75 0.0 1.0 9.0 1.0 9.0 423.0 0.1 0.0 0.2434486116002494 0.12342278391615898 0.4324137625817954 0.05
77 76 0.0 1.0 4.0 1.0 4.0 427.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
78 77 0.0 1.0 8.0 1.0 8.0 435.0 0.1 0.0 0.2198279677275562 0.11007233160822624 0.38627652786039945 0.05
79 78 0.0 1.0 13.0 1.0 13.0 448.0 0.1 0.0 0.3363774141914733 0.17534929825633458 0.6123948850051599 0.05
80 79 0.0 1.0 5.0 1.0 5.0 453.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
81 80 0.0 1.0 7.0 1.0 7.0 460.0 0.1 0.0 0.19604960199429286 0.09655815980645327 0.33967326046505 0.05
82 81 0.0 1.0 9.0 1.0 9.0 469.0 0.1 0.0 0.2434486116002494 0.12342278391615898 0.4324137625817954 0.05
83 82 0.0 1.0 5.0 1.0 5.0 474.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
84 83 0.0 1.0 5.0 1.0 5.0 479.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
85 84 0.0 1.0 5.0 1.0 5.0 484.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
86 85 0.0 1.0 6.0 1.0 6.0 490.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
87 86 0.0 1.0 6.0 1.0 6.0 496.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
88 87 0.0 1.0 6.0 1.0 6.0 502.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
89 88 0.0 1.0 7.0 1.0 7.0 509.0 0.1 0.0 0.19604960199429286 0.09655815980645327 0.33967326046505 0.05
90 89 0.0 1.0 4.0 1.0 4.0 513.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
91 90 0.0 1.0 5.0 1.0 5.0 518.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
92 91 0.0 1.0 5.0 1.0 5.0 523.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
93 92 0.0 1.0 3.0 1.0 3.0 526.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
94 93 0.0 1.0 4.0 1.0 4.0 530.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
95 94 0.0 1.0 3.0 1.0 3.0 533.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
96 95 0.0 1.0 4.0 1.0 4.0 537.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
97 96 0.0 1.0 4.0 1.0 4.0 541.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
98 97 0.0 1.0 15.0 1.0 15.0 556.0 0.1 0.0 0.3819257031625212 0.20048895872248507 0.6997082267935573 0.05
99 98 0.0 1.0 3.0 1.0 3.0 559.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
100 99 0.0 1.0 6.0 1.0 6.0 565.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
101 100 0.0 1.0 7.0 1.0 7.0 572.0 0.1 0.0 0.19604960199429286 0.09655815980645327 0.33967326046505 0.05
102 101 0.0 1.0 5.0 1.0 5.0 577.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
103 102 0.0 1.0 4.0 1.0 4.0 581.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
104 103 0.0 1.0 3.0 1.0 3.0 584.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
105 104 0.0 1.0 5.0 1.0 5.0 589.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
106 105 0.0 1.0 3.0 1.0 3.0 592.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
107 106 0.0 1.0 6.0 1.0 6.0 598.0 0.1 0.0 0.17211232558249998 0.08286397799189531 0.292599252995 0.05
108 107 0.0 1.0 3.0 1.0 3.0 601.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
109 108 0.0 1.0 3.0 1.0 3.0 604.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
110 109 0.0 1.0 3.0 1.0 3.0 607.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
111 110 0.0 1.0 8.0 1.0 8.0 615.0 0.1 0.0 0.2198279677275562 0.11007233160822624 0.38627652786039945 0.05
112 111 0.0 1.0 12.0 1.0 12.0 627.0 0.1 0.0 0.3133759582903328 0.1625785567322269 0.5680756414193535 0.05
113 112 0.0 1.0 11.0 1.0 11.0 638.0 0.1 0.0 0.29022144164224 0.14966996075313924 0.5233087287064176 0.05
114 113 0.0 1.0 3.0 1.0 3.0 641.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
115 114 0.0 1.0 3.0 1.0 3.0 644.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
116 115 0.0 1.0 8.0 1.0 8.0 652.0 0.1 0.0 0.2198279677275562 0.11007233160822624 0.38627652786039945 0.05
117 116 0.0 1.0 14.0 1.0 14.0 666.0 0.1 0.0 0.35922695147459 0.1879852463102243 0.6562709361551083 0.05
118 117 0.0 1.0 3.0 1.0 3.0 669.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
119 118 0.0 1.0 4.0 1.0 4.0 673.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
120 119 0.0 1.0 7.0 1.0 7.0 680.0 0.1 0.0 0.19604960199429286 0.09655815980645327 0.33967326046505 0.05
121 120 0.0 1.0 7.0 1.0 7.0 687.0 0.1 0.0 0.19604960199429286 0.09655815980645327 0.33967326046505 0.05
122 121 0.0 1.0 5.0 1.0 5.0 692.0 0.1 0.0 0.1480149401 0.06896102301892251 0.2450497505 0.05
123 122 0.0 1.0 4.0 1.0 4.0 696.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
124 123 0.0 1.0 4.0 1.0 4.0 700.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
125 124 0.0 1.0 4.0 1.0 4.0 704.0 0.1 0.0 0.1237562375 0.054791469323191344 0.19701995 0.05
126 125 0.0 1.0 12.0 1.0 12.0 716.0 0.1 0.0 0.3133759582903328 0.1625785567322269 0.5680756414193535 0.05
127 126 0.0 1.0 3.0 1.0 3.0 719.0 0.1 0.0 0.099335 0.040214667100449804 0.148505 0.05
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225 224 42.0 0.0 6.0 85.0 1.0 6.0 85.0 1503.0 2253.0 0.1 0.3 4.249999999999994 6.0 85.0 0.0 1.6549071891456957 0.8199229139789623 2.872049383056724 0.05
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231 230 48.0 0.0 26.0 35.0 1.0 26.0 35.0 1583.0 2453.0 0.1 1.3000000000000005 1.7500000000000009 26.0 35.0 0.0 0.8059031149939104 0.4252751095672351 1.4827615250021522 0.05
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237 236 54.0 0.0 10.0 33.0 1.0 10.0 33.0 1652.0 2811.0 0.1 0.5 1.6500000000000008 10.0 33.0 0.0 0.7659579889741265 0.4048181219066749 1.4113473370086238 0.05
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239 238 56.0 0.0 21.0 34.0 1.0 21.0 34.0 1678.0 2888.0 0.1 1.0500000000000005 1.7000000000000008 21.0 34.0 0.0 0.7859955146995503 0.4150992165143678 1.4472338636385376 0.05
240 239 57.0 0.0 10.0 129.0 1.0 10.0 129.0 1688.0 3017.0 0.1 0.5 6.449999999999986 10.0 129.0 0.0 2.2122258120619924 1.0291817292594851 3.632554244888916 0.05
241 240 58.0 0.0 7.0 21.0 1.0 7.0 21.0 1695.0 3038.0 0.1 0.35 1.0500000000000005 7.0 21.0 0.0 0.5150140366439517 0.2728437953203353 0.9513606588937071 0.05
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