Kaushal Bora commited on
Commit
8ffec77
1 Parent(s): ec5e975

Upload folder using huggingface_hub

Browse files
https:/huggingface.co/AceDrink/dqn-SpaceInvadersNoFrameskip-v4/dqn/SpaceInvadersNoFrameskip-v4_1/0.monitor.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ #{"t_start": 1706476893.0423706, "env_id": "SpaceInvadersNoFrameskip-v4"}
2
+ r,l,t
https:/huggingface.co/AceDrink/dqn-SpaceInvadersNoFrameskip-v4/dqn/SpaceInvadersNoFrameskip-v4_2/0.monitor.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ #{"t_start": 1706476958.7304707, "env_id": "SpaceInvadersNoFrameskip-v4"}
2
+ r,l,t
https:/huggingface.co/AceDrink/dqn-SpaceInvadersNoFrameskip-v4/dqn/SpaceInvadersNoFrameskip-v4_3/0.monitor.csv ADDED
@@ -0,0 +1,1332 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #{"t_start": 1706477561.143264, "env_id": "SpaceInvadersNoFrameskip-v4"}
2
+ r,l,t
3
+ 135.0,2027,1.066729
4
+ 175.0,2085,1.510218
5
+ 210.0,2385,2.016945
6
+ 110.0,1985,2.416042
7
+ 55.0,1883,2.817619
8
+ 40.0,1483,3.117831
9
+ 340.0,2653,3.661058
10
+ 90.0,1293,3.912192
11
+ 60.0,1181,4.167613
12
+ 125.0,1367,4.47026
13
+ 80.0,1985,4.883347
14
+ 150.0,2645,5.436675
15
+ 120.0,2425,5.91771
16
+ 120.0,1747,6.248659
17
+ 125.0,1915,6.644194
18
+ 180.0,2307,7.119805
19
+ 75.0,1773,7.486016
20
+ 415.0,3461,8.161117
21
+ 135.0,1809,8.517605
22
+ 380.0,3523,9.213969
23
+ 210.0,2173,9.632055
24
+ 60.0,1161,9.858903
25
+ 145.0,2799,10.410467
26
+ 50.0,1911,10.803423
27
+ 135.0,1985,11.20191
28
+ 410.0,2749,11.754645
29
+ 35.0,1397,12.033309
30
+ 80.0,2017,12.453264
31
+ 80.0,1935,12.852324
32
+ 110.0,1859,13.212741
33
+ 105.0,1927,13.599916
34
+ 120.0,2105,14.024887
35
+ 55.0,1535,14.337212
36
+ 35.0,1635,14.647428
37
+ 155.0,1879,15.046836
38
+ 120.0,2231,15.476651
39
+ 20.0,1845,15.862129
40
+ 35.0,1161,16.09433
41
+ 120.0,2063,16.501564
42
+ 130.0,2539,17.028016
43
+ 50.0,1873,17.451562
44
+ 145.0,2473,17.922705
45
+ 155.0,1841,18.325932
46
+ 245.0,3119,18.92482
47
+ 105.0,1779,19.301359
48
+ 155.0,2257,19.739277
49
+ 210.0,2121,20.186202
50
+ 85.0,1161,20.419904
51
+ 185.0,2093,20.869417
52
+ 245.0,2533,21.373751
53
+ 155.0,1691,25.105729
54
+ 215.0,2685,25.655918
55
+ 45.0,1447,25.980533
56
+ 20.0,1441,26.274647
57
+ 120.0,2499,26.797227
58
+ 105.0,1817,27.151079
59
+ 415.0,3053,27.77983
60
+ 110.0,1831,28.144242
61
+ 440.0,3671,28.898722
62
+ 430.0,3477,29.651803
63
+ 50.0,1531,29.995138
64
+ 105.0,1245,30.280687
65
+ 45.0,1063,30.486385
66
+ 180.0,2253,30.958898
67
+ 50.0,1775,31.334848
68
+ 120.0,1807,31.740667
69
+ 185.0,2117,32.193291
70
+ 75.0,1693,32.554743
71
+ 170.0,2357,33.076408
72
+ 180.0,2503,33.636709
73
+ 470.0,3308,34.339767
74
+ 105.0,1551,34.715258
75
+ 235.0,2509,35.197634
76
+ 330.0,4067,36.08024
77
+ 120.0,1507,36.457629
78
+ 90.0,1171,36.710718
79
+ 180.0,1923,37.110851
80
+ 30.0,1027,37.347423
81
+ 20.0,1345,37.639764
82
+ 105.0,1231,37.90854
83
+ 390.0,4055,38.817835
84
+ 320.0,2073,39.308968
85
+ 155.0,1687,39.716681
86
+ 110.0,1963,40.188005
87
+ 230.0,2711,40.77088
88
+ 95.0,1561,41.112771
89
+ 210.0,2119,41.833039
90
+ 180.0,2345,42.759032
91
+ 60.0,1145,43.187393
92
+ 90.0,1483,43.661713
93
+ 310.0,2393,44.312554
94
+ 150.0,1999,44.757466
95
+ 80.0,1717,45.113734
96
+ 335.0,3473,45.815279
97
+ 210.0,2197,46.232082
98
+ 60.0,1121,46.485667
99
+ 320.0,3045,47.071049
100
+ 80.0,1865,47.463914
101
+ 120.0,2019,47.898495
102
+ 135.0,1717,52.812841
103
+ 135.0,1567,53.126236
104
+ 105.0,1937,53.614545
105
+ 155.0,1827,54.518181
106
+ 180.0,1849,55.022334
107
+ 90.0,1923,55.445386
108
+ 135.0,1703,55.790941
109
+ 80.0,1503,56.151507
110
+ 350.0,1989,56.581856
111
+ 210.0,1911,56.995573
112
+ 180.0,2285,57.451525
113
+ 55.0,1369,57.755669
114
+ 35.0,1189,58.011974
115
+ 105.0,2307,58.472934
116
+ 145.0,1929,58.858369
117
+ 410.0,2515,59.374261
118
+ 135.0,2077,59.779217
119
+ 120.0,2345,60.298662
120
+ 155.0,2143,60.727996
121
+ 65.0,1389,61.006322
122
+ 105.0,1691,61.349061
123
+ 180.0,1873,61.722756
124
+ 125.0,1965,62.12434
125
+ 35.0,1549,62.43741
126
+ 165.0,2433,62.94791
127
+ 125.0,1723,63.266307
128
+ 80.0,1139,63.504026
129
+ 195.0,2683,64.040666
130
+ 155.0,2041,64.472846
131
+ 110.0,2027,64.866309
132
+ 60.0,1181,65.087904
133
+ 195.0,2119,65.514061
134
+ 180.0,1927,65.890248
135
+ 50.0,1227,66.149098
136
+ 170.0,3193,66.780124
137
+ 75.0,1109,67.009345
138
+ 215.0,2797,67.54974
139
+ 105.0,1599,67.884655
140
+ 35.0,1165,68.10306
141
+ 215.0,2633,68.62524
142
+ 110.0,1961,69.005615
143
+ 150.0,2193,69.465663
144
+ 205.0,2403,69.933896
145
+ 85.0,1799,70.300928
146
+ 215.0,2935,70.912761
147
+ 210.0,3475,71.597638
148
+ 120.0,1955,71.993862
149
+ 55.0,1627,72.30362
150
+ 75.0,1867,72.706528
151
+ 180.0,1905,73.099575
152
+ 135.0,2229,73.557211
153
+ 180.0,2201,73.995928
154
+ 290.0,3579,80.569736
155
+ 180.0,1907,80.979576
156
+ 180.0,2181,81.404721
157
+ 180.0,1979,81.830335
158
+ 210.0,2033,82.264201
159
+ 50.0,1205,82.514706
160
+ 35.0,1077,82.781332
161
+ 110.0,1463,83.097428
162
+ 650.0,3409,83.78304
163
+ 125.0,1363,84.066322
164
+ 65.0,1519,84.397738
165
+ 55.0,1765,84.760574
166
+ 205.0,2427,85.287113
167
+ 100.0,1941,85.660484
168
+ 210.0,2271,86.146047
169
+ 375.0,2799,86.703658
170
+ 260.0,2965,87.305229
171
+ 120.0,1689,87.652472
172
+ 105.0,1995,88.064769
173
+ 180.0,2435,88.588308
174
+ 430.0,4029,89.392298
175
+ 50.0,1203,89.64402
176
+ 95.0,1171,89.880009
177
+ 20.0,1667,90.224076
178
+ 210.0,2193,90.654704
179
+ 140.0,3049,91.274682
180
+ 155.0,2367,91.716051
181
+ 100.0,1545,92.059616
182
+ 180.0,1917,92.417589
183
+ 20.0,1305,92.684953
184
+ 190.0,1973,93.077737
185
+ 130.0,1757,93.406256
186
+ 135.0,1675,93.747916
187
+ 45.0,1473,94.031229
188
+ 380.0,2973,94.629656
189
+ 125.0,2039,95.024944
190
+ 120.0,2023,95.432288
191
+ 105.0,1177,95.677951
192
+ 100.0,2043,96.081943
193
+ 45.0,1003,96.280339
194
+ 110.0,2035,96.681202
195
+ 20.0,1753,97.03237
196
+ 80.0,1273,97.279028
197
+ 210.0,2023,97.708218
198
+ 120.0,1779,98.094379
199
+ 135.0,1571,98.47156
200
+ 260.0,4555,99.412834
201
+ 135.0,2353,99.855833
202
+ 155.0,1941,100.248623
203
+ 110.0,1671,100.572824
204
+ 420.0,2927,109.494964
205
+ 330.0,3335,119.059309
206
+ 115.0,2027,125.931351
207
+ 105.0,1583,131.157649
208
+ 75.0,1923,136.931648
209
+ 115.0,1979,143.146867
210
+ 100.0,2069,149.707868
211
+ 260.0,4049,162.85953
212
+ 90.0,1917,170.251606
213
+ 315.0,4571,213.434774
214
+ 80.0,1189,219.522719
215
+ 195.0,3855,234.199081
216
+ 240.0,2419,244.042446
217
+ 470.0,5111,263.856189
218
+ 400.0,3539,277.277663
219
+ 125.0,1887,284.843794
220
+ 155.0,1859,291.233498
221
+ 555.0,3933,304.152766
222
+ 205.0,3611,315.914559
223
+ 30.0,1531,320.89325
224
+ 40.0,1979,327.167919
225
+ 195.0,2349,334.645962
226
+ 135.0,2135,341.604147
227
+ 110.0,2005,348.225344
228
+ 160.0,3099,358.163785
229
+ 415.0,3209,368.24816
230
+ 295.0,3587,379.587148
231
+ 65.0,1927,386.451452
232
+ 80.0,1523,391.525304
233
+ 350.0,3515,402.840926
234
+ 55.0,1555,407.795472
235
+ 55.0,1511,413.445575
236
+ 125.0,1959,419.916611
237
+ 275.0,3163,430.047411
238
+ 50.0,1179,433.606158
239
+ 475.0,3157,443.572207
240
+ 185.0,2005,449.875791
241
+ 235.0,3239,460.617665
242
+ 160.0,1947,467.773666
243
+ 135.0,2405,477.550672
244
+ 170.0,2087,493.842206
245
+ 240.0,2521,503.998589
246
+ 530.0,3531,517.589817
247
+ 205.0,2211,525.657052
248
+ 245.0,3507,539.301868
249
+ 85.0,1587,545.540819
250
+ 105.0,1957,552.914074
251
+ 105.0,1937,559.989867
252
+ 165.0,1919,566.620755
253
+ 60.0,1113,570.312375
254
+ 395.0,5623,592.14853
255
+ 155.0,2055,599.858443
256
+ 125.0,1959,607.160809
257
+ 140.0,3755,621.244751
258
+ 130.0,2321,629.788769
259
+ 130.0,1991,637.198067
260
+ 230.0,2437,645.485247
261
+ 20.0,1355,649.808235
262
+ 205.0,2649,658.379303
263
+ 470.0,3705,670.498031
264
+ 260.0,4085,683.836864
265
+ 380.0,4819,699.235912
266
+ 330.0,3367,710.068824
267
+ 145.0,1587,715.090757
268
+ 195.0,1953,721.482347
269
+ 190.0,1887,727.553517
270
+ 105.0,1849,733.456213
271
+ 105.0,1977,739.751415
272
+ 125.0,2893,748.988867
273
+ 115.0,3149,759.107858
274
+ 170.0,2013,765.876753
275
+ 310.0,3199,776.473624
276
+ 35.0,1195,780.897995
277
+ 5.0,1549,786.490522
278
+ 160.0,2003,792.912833
279
+ 155.0,1947,799.158932
280
+ 90.0,1467,803.804445
281
+ 280.0,2843,813.063196
282
+ 260.0,2963,822.822385
283
+ 265.0,3091,832.97822
284
+ 500.0,3671,850.774944
285
+ 555.0,2584,859.238088
286
+ 155.0,2015,866.69361
287
+ 175.0,2415,874.412476
288
+ 500.0,4749,889.948377
289
+ 355.0,2015,896.483201
290
+ 80.0,1161,900.219217
291
+ 80.0,1135,903.784084
292
+ 30.0,1025,907.018521
293
+ 105.0,1609,912.109351
294
+ 305.0,3167,922.297185
295
+ 250.0,2117,929.117898
296
+ 125.0,3733,941.252426
297
+ 95.0,1995,947.577425
298
+ 275.0,2821,956.600743
299
+ 205.0,1973,962.977807
300
+ 415.0,2875,972.158068
301
+ 200.0,1741,977.615421
302
+ 220.0,1967,983.846718
303
+ 215.0,3341,994.604877
304
+ 120.0,3059,1004.406343
305
+ 345.0,3671,1016.087935
306
+ 180.0,1993,1022.477743
307
+ 175.0,2081,1029.165498
308
+ 220.0,2405,1036.986158
309
+ 125.0,1507,1041.778046
310
+ 275.0,3620,1053.267797
311
+ 105.0,1987,1059.653393
312
+ 395.0,5077,1076.000518
313
+ 290.0,3037,1085.79458
314
+ 140.0,3251,1096.300745
315
+ 505.0,3341,1107.126908
316
+ 160.0,1791,1113.555943
317
+ 135.0,2109,1120.415857
318
+ 110.0,1535,1125.300103
319
+ 235.0,2215,1132.486853
320
+ 105.0,1297,1136.66577
321
+ 190.0,2435,1144.513114
322
+ 685.0,3883,1157.192831
323
+ 185.0,1971,1163.588619
324
+ 435.0,3389,1174.596764
325
+ 175.0,2417,1186.97575
326
+ 195.0,2009,1193.337278
327
+ 250.0,2421,1200.994673
328
+ 215.0,2939,1210.347236
329
+ 260.0,3363,1221.164023
330
+ 385.0,2939,1230.628835
331
+ 420.0,2735,1239.568041
332
+ 110.0,1375,1243.848589
333
+ 350.0,3107,1253.704818
334
+ 105.0,2003,1260.12076
335
+ 245.0,2869,1269.379705
336
+ 230.0,1967,1275.746556
337
+ 205.0,1963,1282.071706
338
+ 180.0,3243,1292.458045
339
+ 310.0,2129,1299.314498
340
+ 885.0,4127,1312.849671
341
+ 145.0,2099,1319.474362
342
+ 90.0,1059,1322.794148
343
+ 240.0,2617,1331.191271
344
+ 290.0,2721,1340.058303
345
+ 165.0,1967,1346.245043
346
+ 320.0,2649,1354.705199
347
+ 95.0,1127,1358.275926
348
+ 335.0,4073,1371.538853
349
+ 165.0,2121,1378.414824
350
+ 290.0,3093,1388.346807
351
+ 105.0,1757,1393.884864
352
+ 160.0,1991,1400.21862
353
+ 320.0,3197,1410.562186
354
+ 195.0,1963,1416.823042
355
+ 345.0,3223,1427.182672
356
+ 325.0,3493,1438.480687
357
+ 255.0,2005,1444.868861
358
+ 405.0,4527,1459.611657
359
+ 430.0,3063,1469.511801
360
+ 150.0,3501,1480.722765
361
+ 120.0,1957,1487.03278
362
+ 100.0,2137,1493.964965
363
+ 325.0,3013,1503.628138
364
+ 105.0,1817,1517.720191
365
+ 220.0,2455,1525.689768
366
+ 265.0,2299,1532.974697
367
+ 270.0,2151,1539.938575
368
+ 105.0,1855,1545.841595
369
+ 210.0,1939,1551.995148
370
+ 200.0,1585,1557.061259
371
+ 310.0,2395,1564.811943
372
+ 115.0,2685,1573.498651
373
+ 190.0,2163,1580.515217
374
+ 305.0,2835,1589.56839
375
+ 215.0,1939,1595.758681
376
+ 205.0,2703,1604.75187
377
+ 615.0,4497,1619.258502
378
+ 195.0,2133,1626.100055
379
+ 120.0,2083,1632.740898
380
+ 250.0,2941,1642.212278
381
+ 210.0,2801,1651.187701
382
+ 490.0,4243,1665.034997
383
+ 190.0,2081,1671.730977
384
+ 445.0,4299,1685.788325
385
+ 125.0,1235,1690.198222
386
+ 195.0,1871,1696.779741
387
+ 270.0,2181,1703.825989
388
+ 300.0,2917,1713.259426
389
+ 440.0,3987,1726.410508
390
+ 315.0,2845,1735.572941
391
+ 310.0,3437,1746.786509
392
+ 210.0,2055,1753.510877
393
+ 335.0,2391,1761.293786
394
+ 270.0,2639,1769.827679
395
+ 140.0,1977,1776.163129
396
+ 200.0,2307,1783.733077
397
+ 75.0,1661,1789.023484
398
+ 165.0,2385,1796.836254
399
+ 165.0,2967,1806.561929
400
+ 405.0,3863,1819.207993
401
+ 190.0,2031,1825.676055
402
+ 350.0,3397,1836.641274
403
+ 330.0,2305,1844.262692
404
+ 385.0,4065,1862.309431
405
+ 290.0,3005,1871.978365
406
+ 430.0,3646,1883.851739
407
+ 320.0,3332,1894.787657
408
+ 195.0,1973,1901.266079
409
+ 600.0,5001,1917.639607
410
+ 105.0,2483,1925.656884
411
+ 265.0,2419,1933.551553
412
+ 165.0,2043,1940.132942
413
+ 225.0,2519,1948.265922
414
+ 205.0,2649,1956.761704
415
+ 235.0,2547,1965.055266
416
+ 80.0,1597,1970.142561
417
+ 220.0,2083,1976.797723
418
+ 475.0,4747,1992.198511
419
+ 240.0,2661,2000.73652
420
+ 150.0,2429,2008.618137
421
+ 50.0,1203,2012.606794
422
+ 145.0,2267,2020.50388
423
+ 260.0,2657,2029.409639
424
+ 250.0,2861,2038.66177
425
+ 685.0,4053,2051.831721
426
+ 140.0,1923,2058.106605
427
+ 425.0,2441,2065.993761
428
+ 175.0,2427,2073.786272
429
+ 220.0,2445,2081.747292
430
+ 185.0,1945,2087.916256
431
+ 345.0,2779,2096.853879
432
+ 145.0,2735,2105.735347
433
+ 90.0,1043,2109.112251
434
+ 200.0,2517,2117.231092
435
+ 260.0,2631,2125.795707
436
+ 190.0,1943,2132.125143
437
+ 100.0,1287,2136.237906
438
+ 160.0,1897,2142.446702
439
+ 225.0,1985,2148.851595
440
+ 285.0,2647,2157.571016
441
+ 105.0,1481,2162.264075
442
+ 150.0,2983,2171.932009
443
+ 230.0,3783,2190.402664
444
+ 250.0,2791,2199.478245
445
+ 375.0,2777,2208.487915
446
+ 325.0,2399,2216.266886
447
+ 320.0,3289,2226.956051
448
+ 265.0,2857,2236.31163
449
+ 165.0,1819,2242.198362
450
+ 510.0,2907,2251.564656
451
+ 170.0,2051,2258.183
452
+ 140.0,1929,2264.576491
453
+ 155.0,2455,2272.743689
454
+ 125.0,1491,2277.547618
455
+ 120.0,2193,2284.621853
456
+ 105.0,1833,2290.550194
457
+ 265.0,2927,2300.218387
458
+ 305.0,2833,2309.550599
459
+ 160.0,1977,2315.995164
460
+ 315.0,3443,2327.325741
461
+ 65.0,1987,2333.682956
462
+ 120.0,2009,2340.162044
463
+ 375.0,3199,2350.442746
464
+ 270.0,2837,2359.808586
465
+ 175.0,2125,2366.763561
466
+ 345.0,2999,2376.644862
467
+ 145.0,2255,2384.122605
468
+ 245.0,2649,2392.636833
469
+ 190.0,1791,2398.444681
470
+ 270.0,2531,2406.589245
471
+ 525.0,4823,2422.203355
472
+ 80.0,1711,2427.758554
473
+ 520.0,2935,2437.192625
474
+ 135.0,1799,2443.060098
475
+ 480.0,3219,2453.869582
476
+ 250.0,3075,2463.818496
477
+ 240.0,2853,2473.112467
478
+ 605.0,3215,2483.594739
479
+ 155.0,2055,2490.210342
480
+ 245.0,2939,2499.625471
481
+ 375.0,2427,2507.440642
482
+ 75.0,1957,2513.683049
483
+ 160.0,2029,2525.507009
484
+ 190.0,2817,2534.81709
485
+ 685.0,4471,2549.400658
486
+ 215.0,2591,2557.882102
487
+ 575.0,3481,2569.471483
488
+ 445.0,3271,2580.051541
489
+ 310.0,3477,2591.354283
490
+ 205.0,1931,2597.633222
491
+ 195.0,2823,2606.880528
492
+ 140.0,1759,2612.491989
493
+ 285.0,2755,2621.391727
494
+ 50.0,1071,2624.778317
495
+ 205.0,1691,2630.227476
496
+ 155.0,1893,2636.442648
497
+ 115.0,1437,2640.99088
498
+ 130.0,1075,2644.407202
499
+ 430.0,2451,2652.383418
500
+ 320.0,2697,2661.229273
501
+ 290.0,2025,2667.727147
502
+ 180.0,2079,2674.545566
503
+ 40.0,1777,2680.34444
504
+ 130.0,2065,2687.022557
505
+ 145.0,2075,2693.757618
506
+ 225.0,3029,2703.599854
507
+ 265.0,2019,2710.036033
508
+ 145.0,2033,2716.674476
509
+ 205.0,1807,2722.511599
510
+ 320.0,2485,2730.584873
511
+ 365.0,3865,2743.394629
512
+ 300.0,2827,2752.723053
513
+ 195.0,1985,2759.268536
514
+ 275.0,3471,2770.519627
515
+ 375.0,3061,2780.52966
516
+ 315.0,3119,2790.856843
517
+ 295.0,3235,2801.53223
518
+ 350.0,3379,2812.503948
519
+ 50.0,1101,2816.003813
520
+ 285.0,2905,2825.590705
521
+ 190.0,1813,2831.305285
522
+ 190.0,2041,2838.04696
523
+ 275.0,2141,2845.001064
524
+ 245.0,2555,2853.182547
525
+ 200.0,2059,2864.741157
526
+ 245.0,2179,2871.858292
527
+ 395.0,3713,2884.046077
528
+ 305.0,3734,2896.222656
529
+ 265.0,3605,2908.1212
530
+ 180.0,2047,2914.755068
531
+ 120.0,1625,2920.766763
532
+ 295.0,2717,2929.734125
533
+ 300.0,2601,2938.258811
534
+ 275.0,2713,2947.005913
535
+ 210.0,2055,2953.654359
536
+ 140.0,1913,2959.964046
537
+ 330.0,3141,2970.135102
538
+ 395.0,4243,2984.114341
539
+ 195.0,1875,2990.057189
540
+ 380.0,2901,2999.544349
541
+ 180.0,1843,3005.5717
542
+ 450.0,3087,3015.718671
543
+ 455.0,3935,3028.463584
544
+ 85.0,1441,3033.139192
545
+ 230.0,2243,3040.500765
546
+ 375.0,3457,3051.841704
547
+ 50.0,1047,3055.126013
548
+ 200.0,2551,3063.455216
549
+ 240.0,2699,3072.150168
550
+ 335.0,3077,3082.289401
551
+ 145.0,1969,3088.855281
552
+ 455.0,3177,3099.089516
553
+ 315.0,2781,3108.27365
554
+ 135.0,1951,3114.680223
555
+ 75.0,1419,3119.195647
556
+ 305.0,2889,3128.697304
557
+ 210.0,2589,3137.109592
558
+ 65.0,1955,3143.575258
559
+ 110.0,1641,3148.954191
560
+ 205.0,2487,3157.142126
561
+ 185.0,2461,3165.272214
562
+ 225.0,3071,3175.413884
563
+ 160.0,2675,3184.148713
564
+ 85.0,1505,3189.030576
565
+ 150.0,2627,3203.635929
566
+ 300.0,2427,3211.54965
567
+ 135.0,2065,3218.389973
568
+ 295.0,2467,3226.518589
569
+ 95.0,1953,3232.923794
570
+ 115.0,1393,3237.475812
571
+ 215.0,1595,3242.546885
572
+ 255.0,2679,3251.505518
573
+ 215.0,1837,3257.552134
574
+ 130.0,2187,3264.766334
575
+ 95.0,1261,3268.686473
576
+ 560.0,3329,3279.680769
577
+ 145.0,1825,3285.64631
578
+ 600.0,3155,3295.999466
579
+ 195.0,2813,3305.257606
580
+ 335.0,3085,3315.453964
581
+ 135.0,2033,3322.109362
582
+ 290.0,3521,3333.643665
583
+ 140.0,1883,3339.885365
584
+ 190.0,1867,3346.034074
585
+ 245.0,1653,3351.339782
586
+ 260.0,2427,3359.358004
587
+ 70.0,1061,3362.678439
588
+ 240.0,1967,3369.045215
589
+ 60.0,1229,3373.015955
590
+ 160.0,2501,3381.340586
591
+ 205.0,1899,3387.611966
592
+ 330.0,2737,3396.7271
593
+ 135.0,3203,3407.478499
594
+ 130.0,1871,3413.655221
595
+ 360.0,3749,3426.19586
596
+ 290.0,2643,3434.93157
597
+ 330.0,2819,3444.385803
598
+ 140.0,1869,3450.507941
599
+ 230.0,2141,3457.67055
600
+ 405.0,2805,3467.162003
601
+ 240.0,2541,3475.56793
602
+ 160.0,1933,3482.084115
603
+ 205.0,1983,3488.572615
604
+ 270.0,2567,3497.097744
605
+ 365.0,2877,3506.991508
606
+ 370.0,4153,3520.859309
607
+ 285.0,2485,3529.127536
608
+ 290.0,2625,3538.012864
609
+ 235.0,2129,3551.246997
610
+ 605.0,4749,3567.351403
611
+ 100.0,1189,3571.172041
612
+ 135.0,1905,3577.480034
613
+ 260.0,3333,3588.707184
614
+ 135.0,1725,3594.439726
615
+ 195.0,2271,3601.925174
616
+ 305.0,3009,3611.831323
617
+ 215.0,2357,3619.789237
618
+ 365.0,2817,3629.150105
619
+ 320.0,2633,3637.929605
620
+ 30.0,995,3641.256613
621
+ 45.0,1201,3645.254099
622
+ 125.0,1871,3651.424456
623
+ 265.0,1991,3658.023221
624
+ 295.0,2293,3665.557518
625
+ 280.0,2281,3673.068807
626
+ 95.0,2967,3682.93007
627
+ 165.0,2189,3690.325726
628
+ 105.0,1171,3694.0295
629
+ 315.0,2765,3703.226333
630
+ 270.0,2307,3710.879066
631
+ 375.0,2749,3719.999731
632
+ 395.0,3395,3731.213508
633
+ 150.0,2013,3737.791608
634
+ 485.0,3531,3749.661285
635
+ 320.0,2903,3759.234272
636
+ 55.0,1159,3763.125756
637
+ 245.0,2043,3770.006458
638
+ 40.0,1707,3775.745993
639
+ 165.0,1967,3782.277488
640
+ 230.0,2371,3790.189011
641
+ 250.0,2471,3798.480588
642
+ 185.0,2101,3805.521293
643
+ 225.0,1925,3811.810622
644
+ 185.0,2763,3821.368045
645
+ 195.0,2041,3828.647058
646
+ 370.0,3807,3841.472156
647
+ 160.0,1727,3847.185714
648
+ 145.0,1975,3853.682039
649
+ 340.0,2661,3862.685388
650
+ 395.0,3057,3872.991884
651
+ 715.0,5169,3897.49488
652
+ 360.0,2577,3905.862731
653
+ 290.0,1991,3912.481856
654
+ 95.0,1505,3917.400393
655
+ 445.0,3723,3929.979335
656
+ 295.0,2563,3938.607248
657
+ 400.0,3561,3950.742958
658
+ 805.0,3678,3963.121172
659
+ 135.0,1467,3967.912417
660
+ 125.0,1387,3972.578942
661
+ 475.0,3585,3984.606177
662
+ 135.0,1569,3989.693936
663
+ 185.0,2751,3999.041936
664
+ 370.0,2845,4008.648374
665
+ 60.0,2049,4015.469248
666
+ 545.0,3712,4027.749939
667
+ 120.0,1907,4034.248542
668
+ 195.0,1939,4040.715288
669
+ 295.0,2935,4050.73762
670
+ 475.0,3875,4063.732769
671
+ 290.0,2341,4071.485744
672
+ 380.0,3861,4084.357561
673
+ 190.0,2219,4091.755923
674
+ 320.0,2429,4099.884933
675
+ 350.0,3553,4111.655538
676
+ 450.0,3405,4123.06673
677
+ 90.0,1655,4128.597456
678
+ 250.0,3237,4139.626506
679
+ 270.0,2517,4147.970488
680
+ 300.0,2845,4157.546057
681
+ 335.0,2959,4167.641641
682
+ 205.0,2051,4174.351115
683
+ 295.0,2833,4183.83353
684
+ 85.0,1943,4190.159813
685
+ 415.0,2419,4198.255625
686
+ 345.0,2875,4207.854087
687
+ 230.0,3314,4219.061547
688
+ 160.0,2183,4226.151198
689
+ 160.0,2043,4238.077087
690
+ 170.0,2037,4244.904859
691
+ 310.0,3486,4256.679237
692
+ 230.0,3311,4267.795302
693
+ 115.0,2023,4274.674866
694
+ 450.0,4197,4288.941839
695
+ 345.0,3687,4301.200453
696
+ 470.0,3101,4311.525374
697
+ 115.0,1487,4316.439509
698
+ 625.0,3526,4328.317695
699
+ 310.0,2955,4338.29345
700
+ 255.0,2263,4345.905289
701
+ 620.0,4041,4359.4293
702
+ 440.0,3049,4369.751705
703
+ 275.0,2691,4378.789333
704
+ 385.0,3387,4390.107188
705
+ 110.0,1465,4394.872367
706
+ 180.0,2455,4403.241951
707
+ 135.0,2175,4410.527631
708
+ 30.0,1645,4416.067619
709
+ 560.0,3321,4427.182557
710
+ 435.0,3547,4439.16422
711
+ 150.0,1505,4444.138553
712
+ 305.0,3353,4455.281486
713
+ 425.0,2649,4464.238365
714
+ 145.0,2035,4471.008861
715
+ 120.0,2351,4478.872494
716
+ 370.0,3179,4489.663061
717
+ 120.0,1973,4496.193048
718
+ 190.0,1897,4502.532025
719
+ 95.0,1711,4508.151802
720
+ 120.0,1579,4513.347196
721
+ 220.0,3299,4524.412136
722
+ 200.0,2869,4533.991427
723
+ 285.0,3375,4545.399341
724
+ 315.0,2999,4555.477807
725
+ 155.0,1981,4561.97892
726
+ 165.0,1901,4568.39566
727
+ 355.0,2689,4577.325749
728
+ 285.0,2790,4594.446248
729
+ 265.0,2579,4603.189207
730
+ 300.0,3732,4615.809235
731
+ 635.0,4211,4629.968252
732
+ 575.0,4581,4645.477674
733
+ 160.0,2081,4652.448398
734
+ 765.0,4009,4666.131305
735
+ 205.0,2833,4675.611435
736
+ 475.0,4029,4689.09619
737
+ 445.0,3531,4701.022141
738
+ 125.0,1643,4706.442417
739
+ 590.0,3261,4717.576217
740
+ 285.0,4388,4733.211516
741
+ 495.0,4210,4747.603729
742
+ 195.0,2723,4756.884701
743
+ 445.0,2813,4766.549492
744
+ 130.0,3229,4777.50598
745
+ 295.0,3555,4789.701549
746
+ 520.0,3287,4800.754053
747
+ 180.0,2487,4809.1326
748
+ 575.0,3808,4821.970198
749
+ 290.0,2827,4831.515647
750
+ 295.0,2729,4840.806077
751
+ 370.0,2553,4849.367221
752
+ 365.0,4327,4863.900079
753
+ 240.0,3139,4874.425286
754
+ 365.0,3221,4885.295797
755
+ 295.0,3341,4896.421093
756
+ 160.0,1857,4902.637703
757
+ 520.0,4267,4917.001709
758
+ 450.0,3617,4929.152894
759
+ 450.0,3629,4948.853536
760
+ 530.0,3773,4961.723014
761
+ 545.0,3503,4973.477528
762
+ 550.0,3949,4986.848978
763
+ 390.0,3521,4998.551152
764
+ 715.0,4495,5013.759932
765
+ 355.0,2981,5023.94247
766
+ 290.0,3025,5034.278652
767
+ 435.0,4107,5048.019203
768
+ 280.0,2887,5057.766047
769
+ 590.0,3431,5069.524731
770
+ 515.0,3759,5082.251747
771
+ 370.0,3331,5093.571129
772
+ 300.0,2677,5102.596914
773
+ 210.0,2523,5111.124696
774
+ 550.0,2960,5121.109774
775
+ 325.0,3131,5131.862012
776
+ 310.0,2431,5139.82709
777
+ 170.0,2651,5148.755605
778
+ 330.0,3587,5160.888061
779
+ 520.0,3259,5171.734595
780
+ 280.0,2629,5180.461306
781
+ 385.0,3193,5191.147425
782
+ 320.0,2669,5200.231089
783
+ 205.0,2979,5210.105998
784
+ 455.0,3711,5222.560832
785
+ 290.0,2509,5230.854654
786
+ 95.0,1637,5236.207226
787
+ 365.0,2455,5244.495116
788
+ 725.0,3627,5256.711083
789
+ 130.0,2205,5264.244842
790
+ 185.0,2239,5271.799297
791
+ 470.0,3041,5289.819391
792
+ 485.0,2447,5298.087405
793
+ 645.0,4243,5312.122044
794
+ 235.0,2165,5319.380802
795
+ 160.0,2493,5327.722637
796
+ 375.0,3635,5339.87616
797
+ 215.0,2417,5347.914715
798
+ 420.0,3871,5361.154175
799
+ 295.0,2813,5370.562154
800
+ 485.0,3721,5383.058155
801
+ 300.0,2633,5391.912217
802
+ 405.0,2927,5401.738704
803
+ 380.0,3471,5413.262864
804
+ 405.0,2873,5422.786774
805
+ 315.0,3065,5432.980938
806
+ 575.0,4333,5447.540315
807
+ 120.0,1575,5452.851307
808
+ 245.0,2209,5460.32209
809
+ 210.0,2567,5468.896603
810
+ 665.0,3345,5480.121088
811
+ 245.0,2797,5489.530462
812
+ 575.0,4091,5504.52824
813
+ 690.0,3899,5519.385956
814
+ 135.0,2067,5526.458663
815
+ 280.0,2907,5536.2744
816
+ 435.0,3925,5549.523903
817
+ 715.0,3803,5562.60324
818
+ 490.0,4177,5577.011569
819
+ 595.0,3615,5589.31975
820
+ 85.0,2249,5596.893499
821
+ 300.0,3309,5608.276804
822
+ 420.0,4143,5622.608622
823
+ 195.0,2837,5640.29676
824
+ 395.0,3245,5651.288269
825
+ 675.0,3879,5664.600646
826
+ 465.0,3789,5677.521292
827
+ 775.0,5063,5694.941273
828
+ 480.0,4615,5710.778223
829
+ 145.0,2057,5717.74077
830
+ 145.0,1601,5723.21089
831
+ 490.0,2912,5733.138625
832
+ 510.0,4173,5747.376674
833
+ 335.0,4063,5761.802042
834
+ 500.0,4099,5775.758724
835
+ 480.0,3901,5788.987785
836
+ 290.0,3025,5799.402843
837
+ 540.0,4369,5815.146865
838
+ 655.0,3783,5828.254463
839
+ 285.0,3069,5838.759552
840
+ 415.0,4009,5852.482247
841
+ 400.0,3639,5865.118017
842
+ 285.0,3207,5876.0629
843
+ 320.0,2667,5885.189095
844
+ 200.0,2713,5894.440574
845
+ 285.0,4085,5908.426272
846
+ 230.0,2771,5917.804331
847
+ 240.0,2273,5925.784505
848
+ 345.0,2940,5935.83627
849
+ 410.0,3955,5949.447583
850
+ 695.0,3777,5962.572147
851
+ 200.0,1983,5969.473914
852
+ 335.0,4095,5983.597717
853
+ 485.0,4279,6006.537683
854
+ 310.0,2714,6015.789764
855
+ 545.0,4835,6032.363086
856
+ 240.0,2515,6040.925517
857
+ 295.0,3429,6052.590636
858
+ 360.0,2693,6061.747767
859
+ 545.0,4033,6075.514172
860
+ 465.0,3961,6089.282073
861
+ 520.0,3791,6102.327964
862
+ 105.0,1445,6107.15779
863
+ 385.0,3063,6117.599954
864
+ 290.0,2845,6127.526068
865
+ 605.0,5279,6145.526823
866
+ 720.0,4967,6162.461542
867
+ 365.0,2412,6170.602213
868
+ 305.0,3011,6180.885517
869
+ 500.0,2863,6190.748545
870
+ 385.0,3275,6201.991908
871
+ 665.0,3993,6215.680124
872
+ 425.0,3227,6226.828356
873
+ 655.0,3919,6240.579712
874
+ 260.0,3105,6251.148322
875
+ 145.0,1935,6257.764695
876
+ 345.0,2987,6268.114524
877
+ 440.0,3025,6278.479271
878
+ 430.0,3463,6290.41098
879
+ 520.0,4737,6306.793984
880
+ 345.0,2732,6316.143188
881
+ 590.0,4372,6330.945217
882
+ 415.0,3073,6341.655216
883
+ 515.0,4103,6363.638091
884
+ 100.0,1481,6368.780988
885
+ 490.0,4115,6382.988073
886
+ 680.0,3961,6396.409376
887
+ 285.0,3143,6407.213119
888
+ 590.0,4731,6423.710322
889
+ 525.0,3563,6435.986274
890
+ 330.0,3775,6448.87604
891
+ 500.0,4977,6466.076519
892
+ 415.0,2897,6475.955589
893
+ 440.0,3141,6486.539468
894
+ 575.0,4247,6500.949512
895
+ 695.0,5619,6520.220047
896
+ 285.0,3088,6531.057477
897
+ 310.0,2459,6539.413549
898
+ 675.0,4213,6553.806144
899
+ 340.0,2851,6563.544198
900
+ 195.0,2797,6572.960688
901
+ 575.0,3903,6586.265408
902
+ 520.0,4537,6601.975899
903
+ 555.0,4040,6615.655247
904
+ 345.0,3677,6628.304031
905
+ 375.0,3353,6639.766188
906
+ 470.0,3759,6652.816928
907
+ 380.0,3331,6664.211576
908
+ 385.0,3368,6675.582928
909
+ 555.0,4635,6691.385522
910
+ 745.0,4154,6713.164319
911
+ 910.0,4503,6729.346868
912
+ 950.0,4336,6744.211703
913
+ 510.0,2985,6754.33956
914
+ 465.0,3767,6767.339729
915
+ 270.0,2497,6775.884913
916
+ 550.0,3477,6787.833213
917
+ 565.0,3505,6799.813223
918
+ 470.0,4419,6815.022565
919
+ 425.0,3455,6826.893538
920
+ 270.0,2543,6835.642721
921
+ 470.0,4079,6849.409778
922
+ 560.0,2497,6858.065271
923
+ 395.0,2893,6867.944376
924
+ 1100.0,8291,6896.559576
925
+ 745.0,4630,6912.26982
926
+ 410.0,4431,6927.402722
927
+ 570.0,3786,6940.307393
928
+ 470.0,3673,6953.008568
929
+ 510.0,3409,6964.51794
930
+ 480.0,2711,6973.706484
931
+ 250.0,2881,6983.647223
932
+ 170.0,2021,6990.311993
933
+ 515.0,2257,6997.994715
934
+ 395.0,3213,7009.06524
935
+ 360.0,3491,7021.09217
936
+ 610.0,3991,7034.860707
937
+ 715.0,3421,7046.462497
938
+ 495.0,3795,7067.348264
939
+ 570.0,4689,7083.373493
940
+ 680.0,3353,7094.898593
941
+ 390.0,3169,7105.654469
942
+ 1000.0,4089,7119.626464
943
+ 500.0,4151,7134.129501
944
+ 255.0,2670,7143.413464
945
+ 220.0,2315,7151.284141
946
+ 285.0,2855,7161.085674
947
+ 375.0,2999,7171.260312
948
+ 745.0,3811,7184.61984
949
+ 585.0,2156,7192.225034
950
+ 370.0,2709,7201.272893
951
+ 560.0,2722,7210.537709
952
+ 745.0,4923,7227.475864
953
+ 130.0,1971,7234.16998
954
+ 575.0,4531,7249.849191
955
+ 515.0,2369,7257.957124
956
+ 480.0,3281,7269.08945
957
+ 365.0,3677,7281.555065
958
+ 545.0,4113,7295.697407
959
+ 685.0,4307,7310.689678
960
+ 330.0,3065,7321.022533
961
+ 455.0,3599,7333.410029
962
+ 485.0,4091,7347.568522
963
+ 585.0,3827,7360.646137
964
+ 600.0,4325,7375.745747
965
+ 545.0,3258,7386.894557
966
+ 570.0,3332,7398.347105
967
+ 600.0,4867,7423.459866
968
+ 380.0,3242,7434.797101
969
+ 340.0,2663,7443.970625
970
+ 440.0,3621,7456.498796
971
+ 600.0,4873,7473.275634
972
+ 545.0,4655,7489.160217
973
+ 1030.0,5723,7508.777928
974
+ 535.0,4287,7523.453896
975
+ 530.0,3964,7537.095366
976
+ 725.0,4231,7551.739706
977
+ 700.0,4529,7567.203236
978
+ 605.0,4551,7582.708187
979
+ 575.0,4282,7597.227489
980
+ 600.0,4373,7612.217849
981
+ 80.0,2125,7620.072344
982
+ 850.0,3945,7633.827425
983
+ 575.0,3294,7645.131479
984
+ 630.0,4369,7660.528661
985
+ 370.0,2908,7670.500695
986
+ 380.0,3243,7681.618579
987
+ 580.0,4163,7695.918672
988
+ 360.0,2917,7706.063848
989
+ 410.0,3859,7719.313587
990
+ 510.0,3185,7730.353365
991
+ 455.0,3505,7742.537117
992
+ 575.0,4089,7756.508712
993
+ 575.0,4255,7781.798901
994
+ 525.0,3507,7793.967167
995
+ 545.0,4358,7808.917635
996
+ 140.0,2095,7815.966709
997
+ 590.0,3536,7828.102885
998
+ 600.0,4653,7844.091687
999
+ 390.0,4037,7857.910514
1000
+ 305.0,2891,7867.898759
1001
+ 475.0,4431,7883.093348
1002
+ 535.0,3308,7894.429584
1003
+ 655.0,4743,7910.863537
1004
+ 715.0,4140,7924.849581
1005
+ 320.0,2455,7933.410203
1006
+ 415.0,3433,7945.280792
1007
+ 730.0,4181,7959.580902
1008
+ 395.0,3757,7972.564021
1009
+ 950.0,5879,7992.948786
1010
+ 1355.0,7921,8020.40464
1011
+ 755.0,4403,8035.755347
1012
+ 425.0,3779,8048.738717
1013
+ 415.0,3221,8059.73054
1014
+ 730.0,4371,8075.223548
1015
+ 380.0,3309,8086.81095
1016
+ 300.0,3315,8098.287079
1017
+ 490.0,4069,8112.337367
1018
+ 1325.0,7399,8147.366676
1019
+ 585.0,4995,8164.39616
1020
+ 560.0,3536,8176.469467
1021
+ 455.0,3659,8189.044427
1022
+ 570.0,4385,8204.136601
1023
+ 600.0,4489,8219.668346
1024
+ 290.0,2677,8228.950357
1025
+ 545.0,3698,8241.823121
1026
+ 600.0,4131,8255.810695
1027
+ 580.0,3943,8269.578121
1028
+ 800.0,4901,8286.497552
1029
+ 405.0,3685,8298.947486
1030
+ 555.0,3785,8311.898487
1031
+ 1135.0,8153,8340.04376
1032
+ 580.0,4232,8354.486164
1033
+ 1030.0,8391,8383.305512
1034
+ 605.0,3349,8394.941331
1035
+ 580.0,4087,8408.818
1036
+ 400.0,3899,8422.193195
1037
+ 570.0,4100,8436.320549
1038
+ 640.0,4989,8453.443968
1039
+ 570.0,3309,8464.718037
1040
+ 600.0,3857,8477.76394
1041
+ 1290.0,6435,8507.461172
1042
+ 600.0,4185,8522.68699
1043
+ 1345.0,7485,8549.234237
1044
+ 685.0,4771,8565.729894
1045
+ 305.0,3189,8576.767619
1046
+ 600.0,3609,8589.155361
1047
+ 630.0,4497,8604.605729
1048
+ 575.0,3535,8616.629149
1049
+ 515.0,4213,8631.083973
1050
+ 515.0,4191,8645.46303
1051
+ 715.0,3702,8658.258402
1052
+ 545.0,4203,8672.730272
1053
+ 890.0,3795,8685.824249
1054
+ 805.0,3749,8698.701367
1055
+ 525.0,4496,8713.907508
1056
+ 455.0,4127,8728.144529
1057
+ 395.0,3477,8739.920423
1058
+ 515.0,3467,8751.8843
1059
+ 715.0,4235,8766.387849
1060
+ 670.0,3489,8778.430626
1061
+ 555.0,4465,8793.977943
1062
+ 690.0,4397,8809.05389
1063
+ 605.0,4073,8823.135029
1064
+ 745.0,4183,8849.430525
1065
+ 380.0,4175,8864.216613
1066
+ 410.0,3141,8875.349361
1067
+ 575.0,4611,8891.50651
1068
+ 520.0,4358,8910.190348
1069
+ 775.0,3379,8924.680034
1070
+ 540.0,3457,8938.77571
1071
+ 260.0,2231,8946.42799
1072
+ 225.0,2585,8955.444598
1073
+ 310.0,2391,8963.801912
1074
+ 480.0,3977,8977.506242
1075
+ 825.0,3449,8989.438405
1076
+ 260.0,2753,8999.035913
1077
+ 540.0,4507,9014.683686
1078
+ 765.0,5723,9034.456632
1079
+ 540.0,5635,9053.949086
1080
+ 505.0,2977,9064.172665
1081
+ 800.0,4755,9080.650076
1082
+ 690.0,4457,9096.016556
1083
+ 410.0,3123,9106.820679
1084
+ 570.0,3593,9119.301518
1085
+ 440.0,3031,9129.885323
1086
+ 390.0,2841,9139.717458
1087
+ 545.0,4903,9156.511888
1088
+ 770.0,7463,9182.352864
1089
+ 510.0,3855,9195.617146
1090
+ 480.0,4117,9218.510558
1091
+ 1000.0,4553,9234.221163
1092
+ 520.0,4209,9248.522798
1093
+ 605.0,4493,9263.888628
1094
+ 455.0,4255,9278.441134
1095
+ 950.0,4343,9293.413552
1096
+ 545.0,3557,9305.738765
1097
+ 570.0,3009,9316.087162
1098
+ 480.0,3503,9328.140645
1099
+ 800.0,4279,9342.697
1100
+ 530.0,3609,9355.476908
1101
+ 550.0,3095,9367.048156
1102
+ 425.0,4311,9381.928973
1103
+ 510.0,3361,9393.642037
1104
+ 520.0,4417,9408.820091
1105
+ 1015.0,7155,9434.14437
1106
+ 525.0,3894,9447.848455
1107
+ 745.0,4072,9461.912726
1108
+ 445.0,4161,9476.197749
1109
+ 490.0,4351,9490.985576
1110
+ 340.0,2789,9500.580799
1111
+ 670.0,3425,9512.387585
1112
+ 720.0,4801,9529.055957
1113
+ 310.0,2602,9537.986184
1114
+ 575.0,4358,9552.981429
1115
+ 700.0,4115,9576.068355
1116
+ 575.0,4261,9590.804593
1117
+ 605.0,3369,9602.407379
1118
+ 600.0,4745,9618.591193
1119
+ 1100.0,7141,9643.239095
1120
+ 605.0,4025,9657.146617
1121
+ 470.0,3601,9669.58145
1122
+ 950.0,5555,9688.664235
1123
+ 545.0,3962,9702.32187
1124
+ 305.0,3165,9713.297914
1125
+ 600.0,5333,9731.64336
1126
+ 580.0,3705,9744.344517
1127
+ 550.0,4468,9759.633357
1128
+ 600.0,4525,9775.250399
1129
+ 515.0,3413,9787.057035
1130
+ 225.0,2769,9796.544033
1131
+ 105.0,1843,9802.815432
1132
+ 800.0,4627,9818.686341
1133
+ 1100.0,8071,9846.783715
1134
+ 745.0,4294,9861.53825
1135
+ 505.0,4187,9875.839643
1136
+ 480.0,4263,9890.498195
1137
+ 600.0,4945,9907.551131
1138
+ 600.0,4029,9921.222149
1139
+ 85.0,1679,9940.001662
1140
+ 555.0,4363,9955.352849
1141
+ 800.0,3779,9968.289198
1142
+ 545.0,3993,9982.322448
1143
+ 700.0,5525,10001.703768
1144
+ 515.0,3824,10014.875377
1145
+ 600.0,4729,10031.44851
1146
+ 575.0,5104,10049.067922
1147
+ 775.0,4626,10065.207909
1148
+ 515.0,4033,10079.193881
1149
+ 600.0,4159,10093.432275
1150
+ 1115.0,7697,10120.10384
1151
+ 695.0,3825,10133.307821
1152
+ 720.0,3912,10146.839326
1153
+ 495.0,3585,10159.258126
1154
+ 600.0,3877,10172.475779
1155
+ 600.0,4369,10187.545229
1156
+ 1430.0,8331,10216.239813
1157
+ 1315.0,7003,10240.340041
1158
+ 605.0,3911,10253.761879
1159
+ 570.0,4154,10267.999186
1160
+ 575.0,4511,10292.397535
1161
+ 1080.0,7625,10318.771089
1162
+ 685.0,3921,10332.8372
1163
+ 600.0,4749,10349.222733
1164
+ 645.0,4667,10365.358396
1165
+ 1025.0,6868,10389.191515
1166
+ 690.0,4331,10404.072522
1167
+ 525.0,3603,10416.615284
1168
+ 715.0,4287,10431.575206
1169
+ 690.0,4249,10446.110148
1170
+ 545.0,4012,10459.909571
1171
+ 515.0,3677,10472.458266
1172
+ 770.0,4159,10486.811138
1173
+ 515.0,3707,10499.720668
1174
+ 1235.0,6851,10523.303463
1175
+ 850.0,4835,10539.725386
1176
+ 350.0,2749,10549.255177
1177
+ 600.0,3957,10563.052236
1178
+ 600.0,4069,10576.960964
1179
+ 700.0,4293,10591.77883
1180
+ 525.0,3895,10605.232145
1181
+ 520.0,4075,10619.204026
1182
+ 570.0,4645,10635.214288
1183
+ 805.0,4297,10657.949489
1184
+ 600.0,3719,10670.838649
1185
+ 600.0,3841,10684.292874
1186
+ 675.0,3613,10696.726655
1187
+ 600.0,3981,10710.571892
1188
+ 775.0,4045,10724.449404
1189
+ 550.0,2476,10733.104241
1190
+ 800.0,4343,10748.112579
1191
+ 600.0,4767,10764.919319
1192
+ 795.0,5307,10783.410363
1193
+ 275.0,2355,10791.591455
1194
+ 745.0,3357,10803.10151
1195
+ 380.0,2497,10811.740948
1196
+ 515.0,3457,10823.751531
1197
+ 710.0,3775,10836.516642
1198
+ 550.0,4097,10850.816407
1199
+ 430.0,2412,10859.062985
1200
+ 575.0,4157,10873.348756
1201
+ 775.0,3792,10886.426303
1202
+ 575.0,4045,10900.420411
1203
+ 475.0,3687,10913.034975
1204
+ 775.0,4485,10928.416558
1205
+ 615.0,3959,10942.246486
1206
+ 690.0,3847,10955.402198
1207
+ 515.0,4251,10970.251359
1208
+ 520.0,4087,10984.458419
1209
+ 450.0,2839,10994.132293
1210
+ 575.0,3888,11016.143795
1211
+ 290.0,2197,11023.727931
1212
+ 575.0,4133,11037.990522
1213
+ 575.0,3943,11051.663448
1214
+ 575.0,2726,11061.070538
1215
+ 690.0,4061,11075.198678
1216
+ 925.0,5991,11095.787823
1217
+ 600.0,4351,11110.918083
1218
+ 800.0,4431,11126.159953
1219
+ 490.0,3739,11138.985954
1220
+ 480.0,4073,11153.191126
1221
+ 610.0,4547,11168.526253
1222
+ 680.0,3721,11181.385172
1223
+ 555.0,4171,11195.4648
1224
+ 605.0,4785,11212.023225
1225
+ 545.0,3987,11225.60301
1226
+ 605.0,4623,11242.146933
1227
+ 725.0,4159,11256.273113
1228
+ 140.0,1359,11260.994276
1229
+ 575.0,3691,11273.694055
1230
+ 285.0,2761,11283.118474
1231
+ 515.0,3457,11295.112685
1232
+ 580.0,3971,11308.785961
1233
+ 545.0,3241,11319.872036
1234
+ 600.0,4091,11334.10896
1235
+ 545.0,3657,11346.842687
1236
+ 440.0,3509,11368.401749
1237
+ 765.0,3294,11379.740004
1238
+ 600.0,3671,11392.378013
1239
+ 575.0,3893,11405.595823
1240
+ 780.0,4090,11419.615619
1241
+ 530.0,3973,11433.082712
1242
+ 675.0,3409,11445.000249
1243
+ 860.0,6969,11469.210903
1244
+ 675.0,4225,11483.777106
1245
+ 455.0,4203,11498.030066
1246
+ 480.0,3597,11510.416994
1247
+ 555.0,3898,11523.903015
1248
+ 605.0,3611,11536.367753
1249
+ 600.0,4077,11550.354558
1250
+ 515.0,4575,11566.144848
1251
+ 830.0,5157,11583.941485
1252
+ 1010.0,6609,11606.75623
1253
+ 380.0,3881,11620.163576
1254
+ 600.0,4343,11634.996541
1255
+ 310.0,2583,11643.793206
1256
+ 660.0,5315,11662.233065
1257
+ 310.0,2989,11672.393906
1258
+ 545.0,3877,11685.84718
1259
+ 555.0,4536,11701.558974
1260
+ 470.0,3471,11721.210368
1261
+ 775.0,3486,11733.169997
1262
+ 545.0,3941,11747.0469
1263
+ 535.0,3764,11759.900103
1264
+ 600.0,4055,11773.876863
1265
+ 800.0,5169,11791.594076
1266
+ 770.0,6231,11813.311057
1267
+ 1225.0,6703,11836.564786
1268
+ 200.0,2339,11844.780996
1269
+ 340.0,2757,11854.160235
1270
+ 605.0,3703,11867.220423
1271
+ 515.0,4075,11881.5351
1272
+ 620.0,2199,11889.156811
1273
+ 725.0,4511,11904.837347
1274
+ 570.0,3904,11918.337379
1275
+ 605.0,3577,11930.911766
1276
+ 575.0,4381,11945.996535
1277
+ 570.0,4111,11960.014729
1278
+ 665.0,4043,11974.016662
1279
+ 720.0,5497,11993.022551
1280
+ 600.0,3609,12005.346662
1281
+ 515.0,4067,12019.207525
1282
+ 660.0,3845,12032.42626
1283
+ 755.0,4650,12048.514913
1284
+ 575.0,5862,12079.121343
1285
+ 480.0,3875,12092.60587
1286
+ 560.0,4556,12108.396564
1287
+ 555.0,4543,12124.280086
1288
+ 545.0,4473,12140.461808
1289
+ 580.0,4599,12156.408809
1290
+ 650.0,4115,12170.693693
1291
+ 600.0,4835,12187.377055
1292
+ 610.0,3637,12199.921419
1293
+ 675.0,4577,12215.61725
1294
+ 800.0,4153,12229.948931
1295
+ 585.0,3975,12243.684857
1296
+ 900.0,4629,12259.709877
1297
+ 335.0,3139,12270.669707
1298
+ 500.0,3457,12282.665994
1299
+ 605.0,3655,12295.303845
1300
+ 555.0,4008,12309.212218
1301
+ 520.0,3811,12322.320859
1302
+ 720.0,3399,12334.017734
1303
+ 545.0,4577,12349.762307
1304
+ 770.0,4289,12364.642049
1305
+ 665.0,4167,12378.944851
1306
+ 895.0,5814,12399.138252
1307
+ 495.0,3425,12411.054121
1308
+ 490.0,4179,12425.371798
1309
+ 575.0,3694,12448.325958
1310
+ 1205.0,7513,12474.263681
1311
+ 715.0,3905,12487.730746
1312
+ 550.0,4562,12503.511395
1313
+ 800.0,4419,12518.557498
1314
+ 300.0,2982,12528.938606
1315
+ 545.0,4237,12543.614698
1316
+ 1145.0,5550,12562.870115
1317
+ 510.0,3665,12575.563826
1318
+ 1080.0,5800,12595.720744
1319
+ 800.0,4575,12611.341685
1320
+ 575.0,3363,12622.722657
1321
+ 775.0,3763,12635.516868
1322
+ 355.0,2547,12644.31322
1323
+ 580.0,4440,12659.664304
1324
+ 475.0,3719,12672.286605
1325
+ 525.0,4077,12686.178699
1326
+ 525.0,3929,12699.554701
1327
+ 360.0,2563,12708.429561
1328
+ 555.0,3685,12721.13077
1329
+ 570.0,3590,12733.454803
1330
+ 600.0,4355,12748.491862
1331
+ 330.0,2807,12758.056499
1332
+ 525.0,4393,12773.235447
https:/huggingface.co/AceDrink/dqn-SpaceInvadersNoFrameskip-v4/dqn/SpaceInvadersNoFrameskip-v4_3/SpaceInvadersNoFrameskip-v4.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:643e872a15c18b11a5f8489c28578afd9ac365c516c9c037f12e2ac7f07f3af6
3
+ size 27257385
https:/huggingface.co/AceDrink/dqn-SpaceInvadersNoFrameskip-v4/dqn/SpaceInvadersNoFrameskip-v4_3/SpaceInvadersNoFrameskip-v4/args.yml ADDED
@@ -0,0 +1,81 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ !!python/object/apply:collections.OrderedDict
2
+ - - - algo
3
+ - dqn
4
+ - - conf_file
5
+ - dqn.yml
6
+ - - device
7
+ - auto
8
+ - - env
9
+ - SpaceInvadersNoFrameskip-v4
10
+ - - env_kwargs
11
+ - null
12
+ - - eval_episodes
13
+ - 5
14
+ - - eval_freq
15
+ - 25000
16
+ - - gym_packages
17
+ - []
18
+ - - hyperparams
19
+ - null
20
+ - - log_folder
21
+ - logs/
22
+ - - log_interval
23
+ - -1
24
+ - - max_total_trials
25
+ - null
26
+ - - n_eval_envs
27
+ - 1
28
+ - - n_evaluations
29
+ - null
30
+ - - n_jobs
31
+ - 1
32
+ - - n_startup_trials
33
+ - 10
34
+ - - n_timesteps
35
+ - -1
36
+ - - n_trials
37
+ - 500
38
+ - - no_optim_plots
39
+ - false
40
+ - - num_threads
41
+ - -1
42
+ - - optimization_log_path
43
+ - null
44
+ - - optimize_hyperparameters
45
+ - false
46
+ - - progress
47
+ - false
48
+ - - pruner
49
+ - median
50
+ - - sampler
51
+ - tpe
52
+ - - save_freq
53
+ - -1
54
+ - - save_replay_buffer
55
+ - false
56
+ - - seed
57
+ - 49985011
58
+ - - storage
59
+ - null
60
+ - - study_name
61
+ - null
62
+ - - tensorboard_log
63
+ - ''
64
+ - - track
65
+ - false
66
+ - - trained_agent
67
+ - ''
68
+ - - truncate_last_trajectory
69
+ - true
70
+ - - uuid
71
+ - false
72
+ - - vec_env
73
+ - dummy
74
+ - - verbose
75
+ - 1
76
+ - - wandb_entity
77
+ - null
78
+ - - wandb_project_name
79
+ - sb3
80
+ - - wandb_tags
81
+ - []
https:/huggingface.co/AceDrink/dqn-SpaceInvadersNoFrameskip-v4/dqn/SpaceInvadersNoFrameskip-v4_3/SpaceInvadersNoFrameskip-v4/config.yml ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ !!python/object/apply:collections.OrderedDict
2
+ - - - batch_size
3
+ - 32
4
+ - - buffer_size
5
+ - 100000
6
+ - - env_wrapper
7
+ - - stable_baselines3.common.atari_wrappers.AtariWrapper
8
+ - - exploration_final_eps
9
+ - 0.01
10
+ - - exploration_fraction
11
+ - 0.1
12
+ - - frame_stack
13
+ - 4
14
+ - - gradient_steps
15
+ - 1
16
+ - - learning_rate
17
+ - 0.0001
18
+ - - learning_starts
19
+ - 100000
20
+ - - n_timesteps
21
+ - 1000000.0
22
+ - - optimize_memory_usage
23
+ - false
24
+ - - policy
25
+ - CnnPolicy
26
+ - - target_update_interval
27
+ - 1000
28
+ - - train_freq
29
+ - 4
https:/huggingface.co/AceDrink/dqn-SpaceInvadersNoFrameskip-v4/dqn/SpaceInvadersNoFrameskip-v4_3/best_model.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf1defc51b1cf411089bf185a6a02dc784c0d00af77172221a500c00d137455d
3
+ size 27257399
https:/huggingface.co/AceDrink/dqn-SpaceInvadersNoFrameskip-v4/dqn/SpaceInvadersNoFrameskip-v4_3/evaluations.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dd8ba5821410064b56a3bc8d445dc1c7c21031d34c6d9580fddc45c22fcb41fa
3
+ size 3330