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feat(cache-simulation): add avg_age metric and update TTL experiment name

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- Introduced `avg_age` metric to track the average age of cached objects during simulation.
- Updated experiment configuration name from "No Refresh (0.5s ttl)" to "No Refresh (5.0s ttl)".
- Updated Jupyter notebooks and related files to incorporate new metrics and change experiment labels.
- Modified experiment output CSV and PDF files to reflect the new `avg_age` metric and updated experiment details.

Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
This commit is contained in:
Tuan-Dat Tran
2024-11-27 17:34:04 +01:00
parent b540aafc61
commit dea6004160
20 changed files with 798 additions and 764 deletions
Download Patch File Download Diff File Expand all files Collapse all files

19
aoi_cache_experiment_eval.ipynb
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@@ -2,17 +2,20 @@
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 1,
"id": "ae430903-55a2-47ed-87c6-677b1fb44198",
"metadata": {},
"outputs": [],
"source": [
"from enum import Enum"
"from enum import Enum\n",
"import os\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 2,
"id": "9d6920fc-8633-4754-a762-ece23af18877",
"metadata": {},
"outputs": [],
@@ -23,12 +26,12 @@
" RANDOM_EVICTION = 2\n",
"\n",
"\n",
"DATABASE_OBJECTS = 100 # Number of objects in the database\n"
"DATABASE_OBJECTS = 100 # Number of objects in the database"
]
},
{
"cell_type": "code",
"execution_count": 33,
"execution_count": 3,
"id": "9b8c0686-1bab-47a4-9f9f-e5a11167ea8c",
"metadata": {},
"outputs": [],
@@ -54,7 +57,7 @@
},
{
"cell_type": "code",
"execution_count": 49,
"execution_count": 4,
"id": "5be1df01-5dc8-43fe-a597-72ba76eefc0f",
"metadata": {},
"outputs": [
@@ -75,7 +78,7 @@
" 'data': {'hit_rate': 0.7175225869007572, 'avg_age': 2.4791552890507336}}]"
]
},
"execution_count": 49,
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -93,7 +96,7 @@
},
{
"cell_type": "code",
"execution_count": 52,
"execution_count": 5,
"id": "26030d03-b970-4e88-9c9a-e96ef79181c6",
"metadata": {},
"outputs": [

343
aoi_cache_simulation.ipynb
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200
experiments/No_Refresh_0_5s_ttl/details.csv
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@@ -1,100 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,224,440,0,1,10.38
2,212,22,190,0,3,32.39
3,673,218,455,0,1,34.6
4,711,246,465,0,1,19.13
5,345,66,279,0,2,31.74
6,649,206,443,0,1,10.22
7,137,14,123,0,5,32.45
8,681,221,460,0,1,34.4
9,689,237,452,0,1,34.18
10,667,228,439,0,1,21.95
11,328,72,256,0,2,34.97
12,692,242,450,0,1,32.21
13,683,220,463,0,1,33.62
14,696,234,462,0,1,20.35
15,344,70,274,0,2,18.4
16,326,60,266,0,2,29.9
17,689,206,483,0,1,32.85
18,691,227,464,0,1,11.87
19,219,26,193,0,3,34.84
20,732,255,477,0,1,35.05
21,739,259,480,0,1,34.55
22,683,236,447,0,1,35.22
23,670,236,434,0,1,19.94
24,331,66,265,0,2,34.67
25,724,251,473,0,1,32.08
26,692,222,470,0,1,34.18
27,705,241,464,0,1,8.76
28,137,12,125,0,5,34.23
29,672,230,442,0,1,31.7
30,694,220,474,0,1,33.09
31,674,223,451,0,1,9.03
32,144,13,131,0,4,34.63
33,670,232,438,0,1,7.09
34,141,10,131,0,4,32.78
35,659,216,443,0,1,32.27
36,691,223,468,0,1,36.91
37,737,272,465,0,1,14.16
38,219,31,188,0,3,5.0
39,100,5,95,0,8,32.77
40,714,234,480,0,1,12.5
41,184,23,161,0,4,7.45
42,161,12,149,0,4,21.55
43,362,78,284,0,2,32.61
44,696,227,469,0,1,29.98
45,627,188,439,0,1,32.56
46,648,211,437,0,1,1.89
47,53,1,52,0,10,31.51
48,676,213,463,0,1,31.35
49,638,200,438,0,1,32.69
50,673,220,453,0,1,12.5
51,128,16,112,0,5,3.53
52,85,3,82,0,9,33.33
53,747,249,498,0,1,33.0
54,700,231,469,0,1,35.08
55,687,241,446,0,1,37.5
56,720,270,450,0,1,31.3
57,690,216,474,0,1,0.0
58,40,0,40,0,17,19.18
59,318,61,257,0,2,31.31
60,674,211,463,0,1,13.04
61,23,3,20,0,26,35.22
62,724,255,469,0,1,32.32
63,628,203,425,0,1,24.93
64,345,86,259,0,2,35.1
65,681,239,442,0,1,4.11
66,73,3,70,0,10,33.79
67,651,220,431,0,1,0.0
68,10,0,10,0,69,33.02
69,636,210,426,0,1,32.77
70,656,215,441,0,1,22.58
71,372,84,288,0,2,33.48
72,678,227,451,0,1,33.7
73,638,215,423,0,1,33.28
74,685,228,457,0,1,10.45
75,201,21,180,0,3,20.35
76,344,70,274,0,2,21.16
77,345,73,272,0,2,17.24
78,261,45,216,0,3,4.26
79,47,2,45,0,15,33.79
80,660,223,437,0,1,30.28
81,634,192,442,0,1,5.84
82,137,8,129,0,5,18.45
83,309,57,252,0,2,34.11
84,686,234,452,0,1,32.99
85,682,225,457,0,1,19.25
86,322,62,260,0,2,32.99
87,676,223,453,0,1,20.92
88,325,68,257,0,2,35.27
89,689,243,446,0,1,32.95
90,695,229,466,0,1,21.91
91,324,71,253,0,2,20.47
92,337,69,268,0,2,13.96
93,222,31,191,0,3,31.78
94,686,218,468,0,1,19.94
95,351,70,281,0,2,33.89
96,717,243,474,0,1,32.53
97,664,216,448,0,1,0.0
98,23,0,23,0,37,11.6
99,181,21,160,0,4,22.85
,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,664,224,440,0,1,10.38,0.25892857142857145
2,212,22,190,0,3,32.39,0.36363636363636365
3,673,218,455,0,1,34.6,0.24311926605504589
4,711,246,465,0,1,19.13,0.25609756097560976
5,345,66,279,0,2,31.74,0.24242424242424243
6,649,206,443,0,1,10.22,0.24757281553398058
7,137,14,123,0,5,32.45,0.21428571428571427
8,681,221,460,0,1,34.4,0.2579185520361991
9,689,237,452,0,1,34.18,0.23628691983122363
10,667,228,439,0,1,21.95,0.2236842105263158
11,328,72,256,0,2,34.97,0.2361111111111111
12,692,242,450,0,1,32.21,0.30578512396694213
13,683,220,463,0,1,33.62,0.22727272727272727
14,696,234,462,0,1,20.35,0.2692307692307692
15,344,70,274,0,2,18.4,0.2
16,326,60,266,0,2,29.9,0.2
17,689,206,483,0,1,32.85,0.2524271844660194
18,691,227,464,0,1,11.87,0.24669603524229075
19,219,26,193,0,3,34.84,0.2692307692307692
20,732,255,477,0,1,35.05,0.25882352941176473
21,739,259,480,0,1,34.55,0.21235521235521235
22,683,236,447,0,1,35.22,0.288135593220339
23,670,236,434,0,1,19.94,0.19915254237288135
24,331,66,265,0,2,34.67,0.18181818181818182
25,724,251,473,0,1,32.08,0.2589641434262948
26,692,222,470,0,1,34.18,0.2072072072072072
27,705,241,464,0,1,8.76,0.23651452282157676
28,137,12,125,0,5,34.23,0.16666666666666666
29,672,230,442,0,1,31.7,0.24782608695652175
30,694,220,474,0,1,33.09,0.2818181818181818
31,674,223,451,0,1,9.03,0.2600896860986547
32,144,13,131,0,4,34.63,0.3076923076923077
33,670,232,438,0,1,7.09,0.24568965517241378
34,141,10,131,0,4,32.78,0.3
35,659,216,443,0,1,32.27,0.2638888888888889
36,691,223,468,0,1,36.91,0.29596412556053814
37,737,272,465,0,1,14.16,0.22058823529411764
38,219,31,188,0,3,5.0,0.3870967741935484
39,100,5,95,0,8,32.77,0.2
40,714,234,480,0,1,12.5,0.27350427350427353
41,184,23,161,0,4,7.45,0.30434782608695654
42,161,12,149,0,4,21.55,0.25
43,362,78,284,0,2,32.61,0.32051282051282054
44,696,227,469,0,1,29.98,0.24669603524229075
45,627,188,439,0,1,32.56,0.3404255319148936
46,648,211,437,0,1,1.89,0.27014218009478674
47,53,1,52,0,10,31.51,0.0
48,676,213,463,0,1,31.35,0.23943661971830985
49,638,200,438,0,1,32.69,0.27
50,673,220,453,0,1,12.5,0.22727272727272727
51,128,16,112,0,5,3.53,0.25
52,85,3,82,0,9,33.33,0.3333333333333333
53,747,249,498,0,1,33.0,0.26506024096385544
54,700,231,469,0,1,35.08,0.24675324675324675
55,687,241,446,0,1,37.5,0.24481327800829875
56,720,270,450,0,1,31.3,0.25925925925925924
57,690,216,474,0,1,0.0,0.2638888888888889
58,40,0,40,0,17,19.18,0.0
59,318,61,257,0,2,31.31,0.14754098360655737
60,674,211,463,0,1,13.04,0.1990521327014218
61,23,3,20,0,26,35.22,0.0
62,724,255,469,0,1,32.32,0.2549019607843137
63,628,203,425,0,1,24.93,0.2315270935960591
64,345,86,259,0,2,35.1,0.3372093023255814
65,681,239,442,0,1,4.11,0.2803347280334728
66,73,3,70,0,10,33.79,0.3333333333333333
67,651,220,431,0,1,0.0,0.20909090909090908
68,10,0,10,0,69,33.02,0.0
69,636,210,426,0,1,32.77,0.32857142857142857
70,656,215,441,0,1,22.58,0.26046511627906976
71,372,84,288,0,2,33.48,0.2261904761904762
72,678,227,451,0,1,33.7,0.2422907488986784
73,638,215,423,0,1,33.28,0.2930232558139535
74,685,228,457,0,1,10.45,0.19736842105263158
75,201,21,180,0,3,20.35,0.2857142857142857
76,344,70,274,0,2,21.16,0.3
77,345,73,272,0,2,17.24,0.2054794520547945
78,261,45,216,0,3,4.26,0.2
79,47,2,45,0,15,33.79,0.0
80,660,223,437,0,1,30.28,0.27802690582959644
81,634,192,442,0,1,5.84,0.2604166666666667
82,137,8,129,0,5,18.45,0.125
83,309,57,252,0,2,34.11,0.24561403508771928
84,686,234,452,0,1,32.99,0.2905982905982906
85,682,225,457,0,1,19.25,0.26222222222222225
86,322,62,260,0,2,32.99,0.3064516129032258
87,676,223,453,0,1,20.92,0.20179372197309417
88,325,68,257,0,2,35.27,0.25
89,689,243,446,0,1,32.95,0.22633744855967078
90,695,229,466,0,1,21.91,0.2794759825327511
91,324,71,253,0,2,20.47,0.30985915492957744
92,337,69,268,0,2,13.96,0.21739130434782608
93,222,31,191,0,3,31.78,0.25806451612903225
94,686,218,468,0,1,19.94,0.2889908256880734
95,351,70,281,0,2,33.89,0.3142857142857143
96,717,243,474,0,1,32.53,0.2139917695473251
97,664,216,448,0,1,0.0,0.26851851851851855
98,23,0,23,0,37,11.6,0.0
99,181,21,160,0,4,22.85,0.3333333333333333
1 access_count hits misses mu lambda hit_rate avg_age
2 1 664 224 440 0 1 10.38 0.25892857142857145
3 2 212 22 190 0 3 32.39 0.36363636363636365
4 3 673 218 455 0 1 34.6 0.24311926605504589
5 4 711 246 465 0 1 19.13 0.25609756097560976
6 5 345 66 279 0 2 31.74 0.24242424242424243
7 6 649 206 443 0 1 10.22 0.24757281553398058
8 7 137 14 123 0 5 32.45 0.21428571428571427
9 8 681 221 460 0 1 34.4 0.2579185520361991
10 9 689 237 452 0 1 34.18 0.23628691983122363
11 10 667 228 439 0 1 21.95 0.2236842105263158
12 11 328 72 256 0 2 34.97 0.2361111111111111
13 12 692 242 450 0 1 32.21 0.30578512396694213
14 13 683 220 463 0 1 33.62 0.22727272727272727
15 14 696 234 462 0 1 20.35 0.2692307692307692
16 15 344 70 274 0 2 18.4 0.2
17 16 326 60 266 0 2 29.9 0.2
18 17 689 206 483 0 1 32.85 0.2524271844660194
19 18 691 227 464 0 1 11.87 0.24669603524229075
20 19 219 26 193 0 3 34.84 0.2692307692307692
21 20 732 255 477 0 1 35.05 0.25882352941176473
22 21 739 259 480 0 1 34.55 0.21235521235521235
23 22 683 236 447 0 1 35.22 0.288135593220339
24 23 670 236 434 0 1 19.94 0.19915254237288135
25 24 331 66 265 0 2 34.67 0.18181818181818182
26 25 724 251 473 0 1 32.08 0.2589641434262948
27 26 692 222 470 0 1 34.18 0.2072072072072072
28 27 705 241 464 0 1 8.76 0.23651452282157676
29 28 137 12 125 0 5 34.23 0.16666666666666666
30 29 672 230 442 0 1 31.7 0.24782608695652175
31 30 694 220 474 0 1 33.09 0.2818181818181818
32 31 674 223 451 0 1 9.03 0.2600896860986547
33 32 144 13 131 0 4 34.63 0.3076923076923077
34 33 670 232 438 0 1 7.09 0.24568965517241378
35 34 141 10 131 0 4 32.78 0.3
36 35 659 216 443 0 1 32.27 0.2638888888888889
37 36 691 223 468 0 1 36.91 0.29596412556053814
38 37 737 272 465 0 1 14.16 0.22058823529411764
39 38 219 31 188 0 3 5.0 0.3870967741935484
40 39 100 5 95 0 8 32.77 0.2
41 40 714 234 480 0 1 12.5 0.27350427350427353
42 41 184 23 161 0 4 7.45 0.30434782608695654
43 42 161 12 149 0 4 21.55 0.25
44 43 362 78 284 0 2 32.61 0.32051282051282054
45 44 696 227 469 0 1 29.98 0.24669603524229075
46 45 627 188 439 0 1 32.56 0.3404255319148936
47 46 648 211 437 0 1 1.89 0.27014218009478674
48 47 53 1 52 0 10 31.51 0.0
49 48 676 213 463 0 1 31.35 0.23943661971830985
50 49 638 200 438 0 1 32.69 0.27
51 50 673 220 453 0 1 12.5 0.22727272727272727
52 51 128 16 112 0 5 3.53 0.25
53 52 85 3 82 0 9 33.33 0.3333333333333333
54 53 747 249 498 0 1 33.0 0.26506024096385544
55 54 700 231 469 0 1 35.08 0.24675324675324675
56 55 687 241 446 0 1 37.5 0.24481327800829875
57 56 720 270 450 0 1 31.3 0.25925925925925924
58 57 690 216 474 0 1 0.0 0.2638888888888889
59 58 40 0 40 0 17 19.18 0.0
60 59 318 61 257 0 2 31.31 0.14754098360655737
61 60 674 211 463 0 1 13.04 0.1990521327014218
62 61 23 3 20 0 26 35.22 0.0
63 62 724 255 469 0 1 32.32 0.2549019607843137
64 63 628 203 425 0 1 24.93 0.2315270935960591
65 64 345 86 259 0 2 35.1 0.3372093023255814
66 65 681 239 442 0 1 4.11 0.2803347280334728
67 66 73 3 70 0 10 33.79 0.3333333333333333
68 67 651 220 431 0 1 0.0 0.20909090909090908
69 68 10 0 10 0 69 33.02 0.0
70 69 636 210 426 0 1 32.77 0.32857142857142857
71 70 656 215 441 0 1 22.58 0.26046511627906976
72 71 372 84 288 0 2 33.48 0.2261904761904762
73 72 678 227 451 0 1 33.7 0.2422907488986784
74 73 638 215 423 0 1 33.28 0.2930232558139535
75 74 685 228 457 0 1 10.45 0.19736842105263158
76 75 201 21 180 0 3 20.35 0.2857142857142857
77 76 344 70 274 0 2 21.16 0.3
78 77 345 73 272 0 2 17.24 0.2054794520547945
79 78 261 45 216 0 3 4.26 0.2
80 79 47 2 45 0 15 33.79 0.0
81 80 660 223 437 0 1 30.28 0.27802690582959644
82 81 634 192 442 0 1 5.84 0.2604166666666667
83 82 137 8 129 0 5 18.45 0.125
84 83 309 57 252 0 2 34.11 0.24561403508771928
85 84 686 234 452 0 1 32.99 0.2905982905982906
86 85 682 225 457 0 1 19.25 0.26222222222222225
87 86 322 62 260 0 2 32.99 0.3064516129032258
88 87 676 223 453 0 1 20.92 0.20179372197309417
89 88 325 68 257 0 2 35.27 0.25
90 89 689 243 446 0 1 32.95 0.22633744855967078
91 90 695 229 466 0 1 21.91 0.2794759825327511
92 91 324 71 253 0 2 20.47 0.30985915492957744
93 92 337 69 268 0 2 13.96 0.21739130434782608
94 93 222 31 191 0 3 31.78 0.25806451612903225
95 94 686 218 468 0 1 19.94 0.2889908256880734
96 95 351 70 281 0 2 33.89 0.3142857142857143
97 96 717 243 474 0 1 32.53 0.2139917695473251
98 97 664 216 448 0 1 0.0 0.26851851851851855
99 98 23 0 23 0 37 11.6 0.0
100 99 181 21 160 0 4 22.85 0.3333333333333333

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experiments/No_Refresh_1_0s_ttl/details.csv
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@@ -1,100 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,328,336,0,1,22.17
2,212,47,165,0,3,50.07
3,673,337,336,0,1,50.63
4,711,360,351,0,1,32.75
5,345,113,232,0,2,49.46
6,649,321,328,0,1,18.98
7,137,26,111,0,5,49.63
8,681,338,343,0,1,50.22
9,689,346,343,0,1,49.33
10,667,329,338,0,1,37.8
11,328,124,204,0,2,52.31
12,692,362,330,0,1,48.46
13,683,331,352,0,1,49.86
14,696,347,349,0,1,31.98
15,344,110,234,0,2,29.14
16,326,95,231,0,2,48.48
17,689,334,355,0,1,49.93
18,691,345,346,0,1,22.83
19,219,50,169,0,3,51.09
20,732,374,358,0,1,52.77
21,739,390,349,0,1,51.1
22,683,349,334,0,1,49.55
23,670,332,338,0,1,32.02
24,331,106,225,0,2,50.97
25,724,369,355,0,1,50.58
26,692,350,342,0,1,51.49
27,705,363,342,0,1,15.33
28,137,21,116,0,5,49.55
29,672,333,339,0,1,48.56
30,694,337,357,0,1,50.3
31,674,339,335,0,1,17.36
32,144,25,119,0,4,51.19
33,670,343,327,0,1,12.77
34,141,18,123,0,4,50.99
35,659,336,323,0,1,50.36
36,691,348,343,0,1,53.05
37,737,391,346,0,1,24.66
38,219,54,165,0,3,9.0
39,100,9,91,0,8,49.72
40,714,355,359,0,1,22.28
41,184,41,143,0,4,18.63
42,161,30,131,0,4,37.57
43,362,136,226,0,2,49.57
44,696,345,351,0,1,47.05
45,627,295,332,0,1,48.77
46,648,316,332,0,1,5.66
47,53,3,50,0,10,48.22
48,676,326,350,0,1,48.12
49,638,307,331,0,1,49.93
50,673,336,337,0,1,18.75
51,128,24,104,0,5,9.41
52,85,8,77,0,9,51.54
53,747,385,362,0,1,49.86
54,700,349,351,0,1,51.24
55,687,352,335,0,1,53.75
56,720,387,333,0,1,50.43
57,690,348,342,0,1,2.5
58,40,1,39,0,17,32.08
59,318,102,216,0,2,47.92
60,674,323,351,0,1,17.39
61,23,4,19,0,26,50.97
62,724,369,355,0,1,49.2
63,628,309,319,0,1,36.52
64,345,126,219,0,2,50.66
65,681,345,336,0,1,6.85
66,73,5,68,0,10,50.23
67,651,327,324,0,1,0.0
68,10,0,10,0,69,49.06
69,636,312,324,0,1,48.17
70,656,316,340,0,1,34.95
71,372,130,242,0,2,51.33
72,678,348,330,0,1,49.69
73,638,317,321,0,1,50.95
74,685,349,336,0,1,20.9
75,201,42,159,0,3,35.76
76,344,123,221,0,2,36.23
77,345,125,220,0,2,27.2
78,261,71,190,0,3,8.51
79,47,4,43,0,15,50.3
80,660,332,328,0,1,49.53
81,634,314,320,0,1,13.87
82,137,19,118,0,5,30.74
83,309,95,214,0,2,50.44
84,686,346,340,0,1,49.41
85,682,337,345,0,1,32.61
86,322,105,217,0,2,50.0
87,676,338,338,0,1,31.69
88,325,103,222,0,2,49.93
89,689,344,345,0,1,49.06
90,695,341,354,0,1,36.73
91,324,119,205,0,2,33.53
92,337,113,224,0,2,26.13
93,222,58,164,0,3,49.85
94,686,342,344,0,1,35.61
95,351,125,226,0,2,52.44
96,717,376,341,0,1,49.25
97,664,327,337,0,1,0.0
98,23,0,23,0,37,21.55
99,181,39,142,0,4,35.31
,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,664,328,336,0,1,22.17,0.45426829268292684
2,212,47,165,0,3,50.07,0.5106382978723404
3,673,337,336,0,1,50.63,0.5133531157270029
4,711,360,351,0,1,32.75,0.5166666666666667
5,345,113,232,0,2,49.46,0.4247787610619469
6,649,321,328,0,1,18.98,0.5171339563862928
7,137,26,111,0,5,49.63,0.46153846153846156
8,681,338,343,0,1,50.22,0.4556213017751479
9,689,346,343,0,1,49.33,0.476878612716763
10,667,329,338,0,1,37.8,0.44376899696048633
11,328,124,204,0,2,52.31,0.5483870967741935
12,692,362,330,0,1,48.46,0.5
13,683,331,352,0,1,49.86,0.4743202416918429
14,696,347,349,0,1,31.98,0.49279538904899134
15,344,110,234,0,2,29.14,0.4727272727272727
16,326,95,231,0,2,48.48,0.4421052631578947
17,689,334,355,0,1,49.93,0.5988023952095808
18,691,345,346,0,1,22.83,0.4927536231884058
19,219,50,169,0,3,51.09,0.52
20,732,374,358,0,1,52.77,0.5053475935828877
21,739,390,349,0,1,51.1,0.4897435897435897
22,683,349,334,0,1,49.55,0.49283667621776506
23,670,332,338,0,1,32.02,0.43373493975903615
24,331,106,225,0,2,50.97,0.3867924528301887
25,724,369,355,0,1,50.58,0.5013550135501355
26,692,350,342,0,1,51.49,0.5057142857142857
27,705,363,342,0,1,15.33,0.49586776859504134
28,137,21,116,0,5,49.55,0.42857142857142855
29,672,333,339,0,1,48.56,0.45645645645645644
30,694,337,357,0,1,50.3,0.5608308605341247
31,674,339,335,0,1,17.36,0.49557522123893805
32,144,25,119,0,4,51.19,0.6
33,670,343,327,0,1,12.77,0.44314868804664725
34,141,18,123,0,4,50.99,0.5
35,659,336,323,0,1,50.36,0.5297619047619048
36,691,348,343,0,1,53.05,0.5
37,737,391,346,0,1,24.66,0.4961636828644501
38,219,54,165,0,3,9.0,0.6296296296296297
39,100,9,91,0,8,49.72,0.4444444444444444
40,714,355,359,0,1,22.28,0.5014084507042254
41,184,41,143,0,4,18.63,0.5853658536585366
42,161,30,131,0,4,37.57,0.6666666666666666
43,362,136,226,0,2,49.57,0.47794117647058826
44,696,345,351,0,1,47.05,0.4956521739130435
45,627,295,332,0,1,48.77,0.535593220338983
46,648,316,332,0,1,5.66,0.4810126582278481
47,53,3,50,0,10,48.22,0.3333333333333333
48,676,326,350,0,1,48.12,0.4263803680981595
49,638,307,331,0,1,49.93,0.50814332247557
50,673,336,337,0,1,18.75,0.4523809523809524
51,128,24,104,0,5,9.41,0.5
52,85,8,77,0,9,51.54,0.5
53,747,385,362,0,1,49.86,0.535064935064935
54,700,349,351,0,1,51.24,0.5358166189111748
55,687,352,335,0,1,53.75,0.4943181818181818
56,720,387,333,0,1,50.43,0.4728682170542636
57,690,348,342,0,1,2.5,0.5431034482758621
58,40,1,39,0,17,32.08,1.0
59,318,102,216,0,2,47.92,0.5196078431372549
60,674,323,351,0,1,17.39,0.47678018575851394
61,23,4,19,0,26,50.97,0.25
62,724,369,355,0,1,49.2,0.46883468834688347
63,628,309,319,0,1,36.52,0.47896440129449835
64,345,126,219,0,2,50.66,0.5476190476190477
65,681,345,336,0,1,6.85,0.5594202898550724
66,73,5,68,0,10,50.23,0.6
67,651,327,324,0,1,0.0,0.40978593272171254
68,10,0,10,0,69,49.06,0.0
69,636,312,324,0,1,48.17,0.5416666666666666
70,656,316,340,0,1,34.95,0.5
71,372,130,242,0,2,51.33,0.5615384615384615
72,678,348,330,0,1,49.69,0.49137931034482757
73,638,317,321,0,1,50.95,0.5362776025236593
74,685,349,336,0,1,20.9,0.4813753581661891
75,201,42,159,0,3,35.76,0.5238095238095238
76,344,123,221,0,2,36.23,0.5853658536585366
77,345,125,220,0,2,27.2,0.488
78,261,71,190,0,3,8.51,0.4647887323943662
79,47,4,43,0,15,50.3,0.5
80,660,332,328,0,1,49.53,0.5180722891566265
81,634,314,320,0,1,13.87,0.49044585987261147
82,137,19,118,0,5,30.74,0.47368421052631576
83,309,95,214,0,2,50.44,0.5368421052631579
84,686,346,340,0,1,49.41,0.5028901734104047
85,682,337,345,0,1,32.61,0.5014836795252225
86,322,105,217,0,2,50.0,0.5428571428571428
87,676,338,338,0,1,31.69,0.5029585798816568
88,325,103,222,0,2,49.93,0.4368932038834951
89,689,344,345,0,1,49.06,0.45058139534883723
90,695,341,354,0,1,36.73,0.49266862170087977
91,324,119,205,0,2,33.53,0.5630252100840336
92,337,113,224,0,2,26.13,0.415929203539823
93,222,58,164,0,3,49.85,0.4827586206896552
94,686,342,344,0,1,35.61,0.52046783625731
95,351,125,226,0,2,52.44,0.536
96,717,376,341,0,1,49.25,0.4627659574468085
97,664,327,337,0,1,0.0,0.5015290519877675
98,23,0,23,0,37,21.55,0.0
99,181,39,142,0,4,35.31,0.5384615384615384
1 access_count hits misses mu lambda hit_rate avg_age
2 1 664 328 336 0 1 22.17 0.45426829268292684
3 2 212 47 165 0 3 50.07 0.5106382978723404
4 3 673 337 336 0 1 50.63 0.5133531157270029
5 4 711 360 351 0 1 32.75 0.5166666666666667
6 5 345 113 232 0 2 49.46 0.4247787610619469
7 6 649 321 328 0 1 18.98 0.5171339563862928
8 7 137 26 111 0 5 49.63 0.46153846153846156
9 8 681 338 343 0 1 50.22 0.4556213017751479
10 9 689 346 343 0 1 49.33 0.476878612716763
11 10 667 329 338 0 1 37.8 0.44376899696048633
12 11 328 124 204 0 2 52.31 0.5483870967741935
13 12 692 362 330 0 1 48.46 0.5
14 13 683 331 352 0 1 49.86 0.4743202416918429
15 14 696 347 349 0 1 31.98 0.49279538904899134
16 15 344 110 234 0 2 29.14 0.4727272727272727
17 16 326 95 231 0 2 48.48 0.4421052631578947
18 17 689 334 355 0 1 49.93 0.5988023952095808
19 18 691 345 346 0 1 22.83 0.4927536231884058
20 19 219 50 169 0 3 51.09 0.52
21 20 732 374 358 0 1 52.77 0.5053475935828877
22 21 739 390 349 0 1 51.1 0.4897435897435897
23 22 683 349 334 0 1 49.55 0.49283667621776506
24 23 670 332 338 0 1 32.02 0.43373493975903615
25 24 331 106 225 0 2 50.97 0.3867924528301887
26 25 724 369 355 0 1 50.58 0.5013550135501355
27 26 692 350 342 0 1 51.49 0.5057142857142857
28 27 705 363 342 0 1 15.33 0.49586776859504134
29 28 137 21 116 0 5 49.55 0.42857142857142855
30 29 672 333 339 0 1 48.56 0.45645645645645644
31 30 694 337 357 0 1 50.3 0.5608308605341247
32 31 674 339 335 0 1 17.36 0.49557522123893805
33 32 144 25 119 0 4 51.19 0.6
34 33 670 343 327 0 1 12.77 0.44314868804664725
35 34 141 18 123 0 4 50.99 0.5
36 35 659 336 323 0 1 50.36 0.5297619047619048
37 36 691 348 343 0 1 53.05 0.5
38 37 737 391 346 0 1 24.66 0.4961636828644501
39 38 219 54 165 0 3 9.0 0.6296296296296297
40 39 100 9 91 0 8 49.72 0.4444444444444444
41 40 714 355 359 0 1 22.28 0.5014084507042254
42 41 184 41 143 0 4 18.63 0.5853658536585366
43 42 161 30 131 0 4 37.57 0.6666666666666666
44 43 362 136 226 0 2 49.57 0.47794117647058826
45 44 696 345 351 0 1 47.05 0.4956521739130435
46 45 627 295 332 0 1 48.77 0.535593220338983
47 46 648 316 332 0 1 5.66 0.4810126582278481
48 47 53 3 50 0 10 48.22 0.3333333333333333
49 48 676 326 350 0 1 48.12 0.4263803680981595
50 49 638 307 331 0 1 49.93 0.50814332247557
51 50 673 336 337 0 1 18.75 0.4523809523809524
52 51 128 24 104 0 5 9.41 0.5
53 52 85 8 77 0 9 51.54 0.5
54 53 747 385 362 0 1 49.86 0.535064935064935
55 54 700 349 351 0 1 51.24 0.5358166189111748
56 55 687 352 335 0 1 53.75 0.4943181818181818
57 56 720 387 333 0 1 50.43 0.4728682170542636
58 57 690 348 342 0 1 2.5 0.5431034482758621
59 58 40 1 39 0 17 32.08 1.0
60 59 318 102 216 0 2 47.92 0.5196078431372549
61 60 674 323 351 0 1 17.39 0.47678018575851394
62 61 23 4 19 0 26 50.97 0.25
63 62 724 369 355 0 1 49.2 0.46883468834688347
64 63 628 309 319 0 1 36.52 0.47896440129449835
65 64 345 126 219 0 2 50.66 0.5476190476190477
66 65 681 345 336 0 1 6.85 0.5594202898550724
67 66 73 5 68 0 10 50.23 0.6
68 67 651 327 324 0 1 0.0 0.40978593272171254
69 68 10 0 10 0 69 49.06 0.0
70 69 636 312 324 0 1 48.17 0.5416666666666666
71 70 656 316 340 0 1 34.95 0.5
72 71 372 130 242 0 2 51.33 0.5615384615384615
73 72 678 348 330 0 1 49.69 0.49137931034482757
74 73 638 317 321 0 1 50.95 0.5362776025236593
75 74 685 349 336 0 1 20.9 0.4813753581661891
76 75 201 42 159 0 3 35.76 0.5238095238095238
77 76 344 123 221 0 2 36.23 0.5853658536585366
78 77 345 125 220 0 2 27.2 0.488
79 78 261 71 190 0 3 8.51 0.4647887323943662
80 79 47 4 43 0 15 50.3 0.5
81 80 660 332 328 0 1 49.53 0.5180722891566265
82 81 634 314 320 0 1 13.87 0.49044585987261147
83 82 137 19 118 0 5 30.74 0.47368421052631576
84 83 309 95 214 0 2 50.44 0.5368421052631579
85 84 686 346 340 0 1 49.41 0.5028901734104047
86 85 682 337 345 0 1 32.61 0.5014836795252225
87 86 322 105 217 0 2 50.0 0.5428571428571428
88 87 676 338 338 0 1 31.69 0.5029585798816568
89 88 325 103 222 0 2 49.93 0.4368932038834951
90 89 689 344 345 0 1 49.06 0.45058139534883723
91 90 695 341 354 0 1 36.73 0.49266862170087977
92 91 324 119 205 0 2 33.53 0.5630252100840336
93 92 337 113 224 0 2 26.13 0.415929203539823
94 93 222 58 164 0 3 49.85 0.4827586206896552
95 94 686 342 344 0 1 35.61 0.52046783625731
96 95 351 125 226 0 2 52.44 0.536
97 96 717 376 341 0 1 49.25 0.4627659574468085
98 97 664 327 337 0 1 0.0 0.5015290519877675
99 98 23 0 23 0 37 21.55 0.0
100 99 181 39 142 0 4 35.31 0.5384615384615384

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@@ -1,100 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,445,219,0,1,37.74
2,212,80,132,0,3,66.42
3,673,447,226,0,1,67.37
4,711,479,232,0,1,51.01
5,345,176,169,0,2,64.56
6,649,419,230,0,1,29.2
7,137,40,97,0,5,66.37
8,681,452,229,0,1,66.76
9,689,460,229,0,1,66.57
10,667,444,223,0,1,52.13
11,328,171,157,0,2,67.92
12,692,470,222,0,1,66.03
13,683,451,232,0,1,66.67
14,696,464,232,0,1,48.55
15,344,167,177,0,2,48.47
16,326,158,168,0,2,66.33
17,689,457,232,0,1,65.99
18,691,456,235,0,1,41.1
19,219,90,129,0,3,68.58
20,732,502,230,0,1,68.88
21,739,509,230,0,1,66.76
22,683,456,227,0,1,66.57
23,670,446,224,0,1,49.85
24,331,165,166,0,2,68.09
25,724,493,231,0,1,66.91
26,692,463,229,0,1,68.09
27,705,480,225,0,1,28.47
28,137,39,98,0,5,65.92
29,672,443,229,0,1,66.28
30,694,460,234,0,1,66.62
31,674,449,225,0,1,29.17
32,144,42,102,0,4,66.72
33,670,447,223,0,1,26.95
34,141,38,103,0,4,66.77
35,659,440,219,0,1,67.15
36,691,464,227,0,1,69.06
37,737,509,228,0,1,39.27
38,219,86,133,0,3,21.0
39,100,21,79,0,8,66.81
40,714,477,237,0,1,32.07
41,184,59,125,0,4,34.78
42,161,56,105,0,4,53.87
43,362,195,167,0,2,66.52
44,696,463,233,0,1,64.59
45,627,405,222,0,1,64.97
46,648,421,227,0,1,9.43
47,53,5,48,0,10,64.79
48,676,438,238,0,1,65.52
49,638,418,220,0,1,66.12
50,673,445,228,0,1,29.69
51,128,38,90,0,5,16.47
52,85,14,71,0,9,68.14
53,747,509,238,0,1,67.71
54,700,474,226,0,1,66.67
55,687,458,229,0,1,68.89
56,720,496,224,0,1,67.25
57,690,464,226,0,1,5.0
58,40,2,38,0,17,48.11
59,318,153,165,0,2,66.32
60,674,447,227,0,1,17.39
61,23,4,19,0,26,68.09
62,724,493,231,0,1,64.49
63,628,405,223,0,1,52.46
64,345,181,164,0,2,67.11
65,681,457,224,0,1,16.44
66,73,12,61,0,10,66.36
67,651,432,219,0,1,0.0
68,10,0,10,0,69,65.41
69,636,416,220,0,1,65.7
70,656,431,225,0,1,50.81
71,372,189,183,0,2,67.7
72,678,459,219,0,1,66.14
73,638,422,216,0,1,65.69
74,685,450,235,0,1,32.84
75,201,66,135,0,3,52.33
76,344,180,164,0,2,51.88
77,345,179,166,0,2,41.76
78,261,109,152,0,3,10.64
79,47,5,42,0,15,66.52
80,660,439,221,0,1,65.3
81,634,414,220,0,1,29.2
82,137,40,97,0,5,46.93
83,309,145,164,0,2,67.49
84,686,463,223,0,1,66.72
85,682,455,227,0,1,49.07
86,322,158,164,0,2,64.94
87,676,439,237,0,1,48.92
88,325,159,166,0,2,66.62
89,689,459,230,0,1,67.05
90,695,466,229,0,1,51.23
91,324,166,158,0,2,51.63
92,337,174,163,0,2,39.64
93,222,88,134,0,3,66.18
94,686,454,232,0,1,50.71
95,351,178,173,0,2,67.78
96,717,486,231,0,1,66.72
97,664,443,221,0,1,0.0
98,23,0,23,0,37,38.12
99,181,69,112,0,4,50.15
,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,664,445,219,0,1,37.74,1.0269662921348315
2,212,80,132,0,3,66.42,1.2375
3,673,447,226,0,1,67.37,0.9574944071588367
4,711,479,232,0,1,51.01,1.0041753653444676
5,345,176,169,0,2,64.56,0.9829545454545454
6,649,419,230,0,1,29.2,0.9260143198090692
7,137,40,97,0,5,66.37,1.125
8,681,452,229,0,1,66.76,0.9867256637168141
9,689,460,229,0,1,66.57,0.9760869565217392
10,667,444,223,0,1,52.13,0.9954954954954955
11,328,171,157,0,2,67.92,0.9883040935672515
12,692,470,222,0,1,66.03,0.9702127659574468
13,683,451,232,0,1,66.67,1.0532150776053215
14,696,464,232,0,1,48.55,1.0668103448275863
15,344,167,177,0,2,48.47,1.0658682634730539
16,326,158,168,0,2,66.33,1.0253164556962024
17,689,457,232,0,1,65.99,1.0284463894967177
18,691,456,235,0,1,41.1,0.9912280701754386
19,219,90,129,0,3,68.58,1.0
20,732,502,230,0,1,68.88,1.00199203187251
21,739,509,230,0,1,66.76,0.9194499017681729
22,683,456,227,0,1,66.57,0.9780701754385965
23,670,446,224,0,1,49.85,0.9618834080717489
24,331,165,166,0,2,68.09,0.9939393939393939
25,724,493,231,0,1,66.91,1.028397565922921
26,692,463,229,0,1,68.09,1.0172786177105833
27,705,480,225,0,1,28.47,0.9458333333333333
28,137,39,98,0,5,65.92,1.1538461538461537
29,672,443,229,0,1,66.28,0.9616252821670429
30,694,460,234,0,1,66.62,1.0456521739130435
31,674,449,225,0,1,29.17,1.0311804008908685
32,144,42,102,0,4,66.72,0.9523809523809523
33,670,447,223,0,1,26.95,1.0067114093959733
34,141,38,103,0,4,66.77,1.105263157894737
35,659,440,219,0,1,67.15,1.0
36,691,464,227,0,1,69.06,1.0581896551724137
37,737,509,228,0,1,39.27,0.9823182711198428
38,219,86,133,0,3,21.0,1.1162790697674418
39,100,21,79,0,8,66.81,1.1904761904761905
40,714,477,237,0,1,32.07,1.0377358490566038
41,184,59,125,0,4,34.78,0.8983050847457628
42,161,56,105,0,4,53.87,1.0892857142857142
43,362,195,167,0,2,66.52,0.958974358974359
44,696,463,233,0,1,64.59,0.9395248380129589
45,627,405,222,0,1,64.97,1.0148148148148148
46,648,421,227,0,1,9.43,1.0332541567695963
47,53,5,48,0,10,64.79,0.6
48,676,438,238,0,1,65.52,0.8972602739726028
49,638,418,220,0,1,66.12,0.9497607655502392
50,673,445,228,0,1,29.69,0.9775280898876404
51,128,38,90,0,5,16.47,0.8947368421052632
52,85,14,71,0,9,68.14,0.7857142857142857
53,747,509,238,0,1,67.71,0.9960707269155207
54,700,474,226,0,1,66.67,1.0168776371308017
55,687,458,229,0,1,68.89,0.9541484716157205
56,720,496,224,0,1,67.25,1.002016129032258
57,690,464,226,0,1,5.0,0.9612068965517241
58,40,2,38,0,17,48.11,1.0
59,318,153,165,0,2,66.32,1.0065359477124183
60,674,447,227,0,1,17.39,0.9798657718120806
61,23,4,19,0,26,68.09,0.25
62,724,493,231,0,1,64.49,1.026369168356998
63,628,405,223,0,1,52.46,0.945679012345679
64,345,181,164,0,2,67.11,1.0165745856353592
65,681,457,224,0,1,16.44,1.0087527352297594
66,73,12,61,0,10,66.36,1.0833333333333333
67,651,432,219,0,1,0.0,0.9652777777777778
68,10,0,10,0,69,65.41,0.0
69,636,416,220,0,1,65.7,0.9447115384615384
70,656,431,225,0,1,50.81,1.0092807424593968
71,372,189,183,0,2,67.7,1.0052910052910053
72,678,459,219,0,1,66.14,0.9368191721132898
73,638,422,216,0,1,65.69,0.9881516587677726
74,685,450,235,0,1,32.84,0.94
75,201,66,135,0,3,52.33,0.9393939393939394
76,344,180,164,0,2,51.88,1.0055555555555555
77,345,179,166,0,2,41.76,0.994413407821229
78,261,109,152,0,3,10.64,0.9724770642201835
79,47,5,42,0,15,66.52,0.8
80,660,439,221,0,1,65.3,1.0227790432801822
81,634,414,220,0,1,29.2,0.9154589371980676
82,137,40,97,0,5,46.93,1.1
83,309,145,164,0,2,67.49,1.0689655172413792
84,686,463,223,0,1,66.72,0.9848812095032398
85,682,455,227,0,1,49.07,0.9956043956043956
86,322,158,164,0,2,64.94,1.0949367088607596
87,676,439,237,0,1,48.92,1.0501138952164009
88,325,159,166,0,2,66.62,0.9748427672955975
89,689,459,230,0,1,67.05,0.9564270152505446
90,695,466,229,0,1,51.23,0.9463519313304721
91,324,166,158,0,2,51.63,1.0602409638554218
92,337,174,163,0,2,39.64,1.0
93,222,88,134,0,3,66.18,0.9204545454545454
94,686,454,232,0,1,50.71,1.002202643171806
95,351,178,173,0,2,67.78,0.9157303370786517
96,717,486,231,0,1,66.72,0.9732510288065843
97,664,443,221,0,1,0.0,0.9977426636568849
98,23,0,23,0,37,38.12,0.0
99,181,69,112,0,4,50.15,1.0289855072463767
1 access_count hits misses mu lambda hit_rate avg_age
2 1 664 445 219 0 1 37.74 1.0269662921348315
3 2 212 80 132 0 3 66.42 1.2375
4 3 673 447 226 0 1 67.37 0.9574944071588367
5 4 711 479 232 0 1 51.01 1.0041753653444676
6 5 345 176 169 0 2 64.56 0.9829545454545454
7 6 649 419 230 0 1 29.2 0.9260143198090692
8 7 137 40 97 0 5 66.37 1.125
9 8 681 452 229 0 1 66.76 0.9867256637168141
10 9 689 460 229 0 1 66.57 0.9760869565217392
11 10 667 444 223 0 1 52.13 0.9954954954954955
12 11 328 171 157 0 2 67.92 0.9883040935672515
13 12 692 470 222 0 1 66.03 0.9702127659574468
14 13 683 451 232 0 1 66.67 1.0532150776053215
15 14 696 464 232 0 1 48.55 1.0668103448275863
16 15 344 167 177 0 2 48.47 1.0658682634730539
17 16 326 158 168 0 2 66.33 1.0253164556962024
18 17 689 457 232 0 1 65.99 1.0284463894967177
19 18 691 456 235 0 1 41.1 0.9912280701754386
20 19 219 90 129 0 3 68.58 1.0
21 20 732 502 230 0 1 68.88 1.00199203187251
22 21 739 509 230 0 1 66.76 0.9194499017681729
23 22 683 456 227 0 1 66.57 0.9780701754385965
24 23 670 446 224 0 1 49.85 0.9618834080717489
25 24 331 165 166 0 2 68.09 0.9939393939393939
26 25 724 493 231 0 1 66.91 1.028397565922921
27 26 692 463 229 0 1 68.09 1.0172786177105833
28 27 705 480 225 0 1 28.47 0.9458333333333333
29 28 137 39 98 0 5 65.92 1.1538461538461537
30 29 672 443 229 0 1 66.28 0.9616252821670429
31 30 694 460 234 0 1 66.62 1.0456521739130435
32 31 674 449 225 0 1 29.17 1.0311804008908685
33 32 144 42 102 0 4 66.72 0.9523809523809523
34 33 670 447 223 0 1 26.95 1.0067114093959733
35 34 141 38 103 0 4 66.77 1.105263157894737
36 35 659 440 219 0 1 67.15 1.0
37 36 691 464 227 0 1 69.06 1.0581896551724137
38 37 737 509 228 0 1 39.27 0.9823182711198428
39 38 219 86 133 0 3 21.0 1.1162790697674418
40 39 100 21 79 0 8 66.81 1.1904761904761905
41 40 714 477 237 0 1 32.07 1.0377358490566038
42 41 184 59 125 0 4 34.78 0.8983050847457628
43 42 161 56 105 0 4 53.87 1.0892857142857142
44 43 362 195 167 0 2 66.52 0.958974358974359
45 44 696 463 233 0 1 64.59 0.9395248380129589
46 45 627 405 222 0 1 64.97 1.0148148148148148
47 46 648 421 227 0 1 9.43 1.0332541567695963
48 47 53 5 48 0 10 64.79 0.6
49 48 676 438 238 0 1 65.52 0.8972602739726028
50 49 638 418 220 0 1 66.12 0.9497607655502392
51 50 673 445 228 0 1 29.69 0.9775280898876404
52 51 128 38 90 0 5 16.47 0.8947368421052632
53 52 85 14 71 0 9 68.14 0.7857142857142857
54 53 747 509 238 0 1 67.71 0.9960707269155207
55 54 700 474 226 0 1 66.67 1.0168776371308017
56 55 687 458 229 0 1 68.89 0.9541484716157205
57 56 720 496 224 0 1 67.25 1.002016129032258
58 57 690 464 226 0 1 5.0 0.9612068965517241
59 58 40 2 38 0 17 48.11 1.0
60 59 318 153 165 0 2 66.32 1.0065359477124183
61 60 674 447 227 0 1 17.39 0.9798657718120806
62 61 23 4 19 0 26 68.09 0.25
63 62 724 493 231 0 1 64.49 1.026369168356998
64 63 628 405 223 0 1 52.46 0.945679012345679
65 64 345 181 164 0 2 67.11 1.0165745856353592
66 65 681 457 224 0 1 16.44 1.0087527352297594
67 66 73 12 61 0 10 66.36 1.0833333333333333
68 67 651 432 219 0 1 0.0 0.9652777777777778
69 68 10 0 10 0 69 65.41 0.0
70 69 636 416 220 0 1 65.7 0.9447115384615384
71 70 656 431 225 0 1 50.81 1.0092807424593968
72 71 372 189 183 0 2 67.7 1.0052910052910053
73 72 678 459 219 0 1 66.14 0.9368191721132898
74 73 638 422 216 0 1 65.69 0.9881516587677726
75 74 685 450 235 0 1 32.84 0.94
76 75 201 66 135 0 3 52.33 0.9393939393939394
77 76 344 180 164 0 2 51.88 1.0055555555555555
78 77 345 179 166 0 2 41.76 0.994413407821229
79 78 261 109 152 0 3 10.64 0.9724770642201835
80 79 47 5 42 0 15 66.52 0.8
81 80 660 439 221 0 1 65.3 1.0227790432801822
82 81 634 414 220 0 1 29.2 0.9154589371980676
83 82 137 40 97 0 5 46.93 1.1
84 83 309 145 164 0 2 67.49 1.0689655172413792
85 84 686 463 223 0 1 66.72 0.9848812095032398
86 85 682 455 227 0 1 49.07 0.9956043956043956
87 86 322 158 164 0 2 64.94 1.0949367088607596
88 87 676 439 237 0 1 48.92 1.0501138952164009
89 88 325 159 166 0 2 66.62 0.9748427672955975
90 89 689 459 230 0 1 67.05 0.9564270152505446
91 90 695 466 229 0 1 51.23 0.9463519313304721
92 91 324 166 158 0 2 51.63 1.0602409638554218
93 92 337 174 163 0 2 39.64 1.0
94 93 222 88 134 0 3 66.18 0.9204545454545454
95 94 686 454 232 0 1 50.71 1.002202643171806
96 95 351 178 173 0 2 67.78 0.9157303370786517
97 96 717 486 231 0 1 66.72 0.9732510288065843
98 97 664 443 221 0 1 0.0 0.9977426636568849
99 98 23 0 23 0 37 38.12 0.0
100 99 181 69 112 0 4 50.15 1.0289855072463767

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@@ -1,100 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,494,170,0,1,45.28
2,212,96,116,0,3,74.15
3,673,499,174,0,1,76.65
4,711,545,166,0,1,60.0
5,345,207,138,0,2,73.96
6,649,480,169,0,1,38.69
7,137,53,84,0,5,74.3
8,681,506,175,0,1,74.6
9,689,514,175,0,1,74.66
10,667,498,169,0,1,60.37
11,328,198,130,0,2,75.29
12,692,521,171,0,1,74.96
13,683,512,171,0,1,74.71
14,696,520,176,0,1,60.76
15,344,209,135,0,2,59.2
16,326,193,133,0,2,75.47
17,689,520,169,0,1,75.11
18,691,519,172,0,1,51.6
19,219,113,106,0,3,75.96
20,732,556,176,0,1,76.32
21,739,564,175,0,1,75.26
22,683,514,169,0,1,74.78
23,670,501,169,0,1,57.4
24,331,190,141,0,2,75.83
25,724,549,175,0,1,74.86
26,692,518,174,0,1,75.74
27,705,534,171,0,1,37.23
28,137,51,86,0,5,75.15
29,672,505,167,0,1,74.64
30,694,518,176,0,1,74.78
31,674,504,170,0,1,38.89
32,144,56,88,0,4,74.93
33,670,502,168,0,1,31.91
34,141,45,96,0,4,74.66
35,659,492,167,0,1,75.4
36,691,521,170,0,1,76.12
37,737,561,176,0,1,48.86
38,219,107,112,0,3,28.0
39,100,28,72,0,8,75.91
40,714,542,172,0,1,42.39
41,184,78,106,0,4,43.48
42,161,70,91,0,4,61.88
43,362,224,138,0,2,75.43
44,696,525,171,0,1,73.21
45,627,459,168,0,1,75.15
46,648,487,161,0,1,22.64
47,53,12,41,0,10,74.85
48,676,506,170,0,1,73.98
49,638,472,166,0,1,74.59
50,673,502,171,0,1,39.06
51,128,50,78,0,5,21.18
52,85,18,67,0,9,76.57
53,747,572,175,0,1,76.0
54,700,532,168,0,1,75.25
55,687,517,170,0,1,75.42
56,720,543,177,0,1,75.36
57,690,520,170,0,1,10.0
58,40,4,36,0,17,60.69
59,318,193,125,0,2,74.93
60,674,505,169,0,1,21.74
61,23,5,18,0,26,75.55
62,724,547,177,0,1,74.2
63,628,466,162,0,1,60.29
64,345,208,137,0,2,74.89
65,681,510,171,0,1,23.29
66,73,17,56,0,10,74.35
67,651,484,167,0,1,0.0
68,10,0,10,0,69,73.9
69,636,470,166,0,1,74.7
70,656,490,166,0,1,61.56
71,372,229,143,0,2,75.52
72,678,512,166,0,1,73.51
73,638,469,169,0,1,74.89
74,685,513,172,0,1,44.28
75,201,89,112,0,3,59.88
76,344,206,138,0,2,61.45
77,345,212,133,0,2,50.19
78,261,131,130,0,3,10.64
79,47,5,42,0,15,75.3
80,660,497,163,0,1,74.29
81,634,471,163,0,1,37.96
82,137,52,85,0,5,57.28
83,309,177,132,0,2,75.51
84,686,518,168,0,1,74.63
85,682,509,173,0,1,58.39
86,322,188,134,0,2,74.7
87,676,505,171,0,1,58.15
88,325,189,136,0,2,75.62
89,689,521,168,0,1,75.11
90,695,522,173,0,1,62.35
91,324,202,122,0,2,60.53
92,337,204,133,0,2,47.75
93,222,106,116,0,3,75.07
94,686,515,171,0,1,62.39
95,351,219,132,0,2,76.29
96,717,547,170,0,1,74.4
97,664,494,170,0,1,8.7
98,23,2,21,0,37,46.96
99,181,85,96,0,4,59.64
,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,664,494,170,0,1,45.28,1.45748987854251
2,212,96,116,0,3,74.15,1.5416666666666667
3,673,499,174,0,1,76.65,1.4909819639278556
4,711,545,166,0,1,60.0,1.6018348623853211
5,345,207,138,0,2,73.96,1.5507246376811594
6,649,480,169,0,1,38.69,1.5833333333333333
7,137,53,84,0,5,74.3,1.6603773584905661
8,681,506,175,0,1,74.6,1.4703557312252964
9,689,514,175,0,1,74.66,1.461089494163424
10,667,498,169,0,1,60.37,1.4759036144578312
11,328,198,130,0,2,75.29,1.4444444444444444
12,692,521,171,0,1,74.96,1.4491362763915547
13,683,512,171,0,1,74.71,1.537109375
14,696,520,176,0,1,60.76,1.5596153846153846
15,344,209,135,0,2,59.2,1.5023923444976077
16,326,193,133,0,2,75.47,1.5803108808290156
17,689,520,169,0,1,75.11,1.6423076923076922
18,691,519,172,0,1,51.6,1.5260115606936415
19,219,113,106,0,3,75.96,1.6106194690265487
20,732,556,176,0,1,76.32,1.4460431654676258
21,739,564,175,0,1,75.26,1.5088652482269505
22,683,514,169,0,1,74.78,1.5291828793774318
23,670,501,169,0,1,57.4,1.403193612774451
24,331,190,141,0,2,75.83,1.563157894736842
25,724,549,175,0,1,74.86,1.5136612021857923
26,692,518,174,0,1,75.74,1.5347490347490347
27,705,534,171,0,1,37.23,1.4138576779026217
28,137,51,86,0,5,75.15,1.5098039215686274
29,672,505,167,0,1,74.64,1.506930693069307
30,694,518,176,0,1,74.78,1.555984555984556
31,674,504,170,0,1,38.89,1.5297619047619047
32,144,56,88,0,4,74.93,1.5
33,670,502,168,0,1,31.91,1.4302788844621515
34,141,45,96,0,4,74.66,1.3777777777777778
35,659,492,167,0,1,75.4,1.5142276422764227
36,691,521,170,0,1,76.12,1.5009596928982725
37,737,561,176,0,1,48.86,1.5080213903743316
38,219,107,112,0,3,28.0,1.5794392523364487
39,100,28,72,0,8,75.91,1.6785714285714286
40,714,542,172,0,1,42.39,1.6199261992619927
41,184,78,106,0,4,43.48,1.7179487179487178
42,161,70,91,0,4,61.88,1.6857142857142857
43,362,224,138,0,2,75.43,1.3392857142857142
44,696,525,171,0,1,73.21,1.5447619047619048
45,627,459,168,0,1,75.15,1.5359477124183007
46,648,487,161,0,1,22.64,1.5010266940451746
47,53,12,41,0,10,74.85,1.9166666666666667
48,676,506,170,0,1,73.98,1.5118577075098814
49,638,472,166,0,1,74.59,1.4406779661016949
50,673,502,171,0,1,39.06,1.4760956175298805
51,128,50,78,0,5,21.18,1.44
52,85,18,67,0,9,76.57,1.2777777777777777
53,747,572,175,0,1,76.0,1.4912587412587412
54,700,532,168,0,1,75.25,1.5432330827067668
55,687,517,170,0,1,75.42,1.4700193423597678
56,720,543,177,0,1,75.36,1.3922651933701657
57,690,520,170,0,1,10.0,1.5288461538461537
58,40,4,36,0,17,60.69,1.5
59,318,193,125,0,2,74.93,1.5025906735751295
60,674,505,169,0,1,21.74,1.508910891089109
61,23,5,18,0,26,75.55,0.6
62,724,547,177,0,1,74.2,1.5045703839122486
63,628,466,162,0,1,60.29,1.4785407725321889
64,345,208,137,0,2,74.89,1.4519230769230769
65,681,510,171,0,1,23.29,1.4843137254901961
66,73,17,56,0,10,74.35,1.588235294117647
67,651,484,167,0,1,0.0,1.493801652892562
68,10,0,10,0,69,73.9,0.0
69,636,470,166,0,1,74.7,1.553191489361702
70,656,490,166,0,1,61.56,1.530612244897959
71,372,229,143,0,2,75.52,1.5327510917030567
72,678,512,166,0,1,73.51,1.484375
73,638,469,169,0,1,74.89,1.4179104477611941
74,685,513,172,0,1,44.28,1.557504873294347
75,201,89,112,0,3,59.88,1.5056179775280898
76,344,206,138,0,2,61.45,1.441747572815534
77,345,212,133,0,2,50.19,1.4433962264150944
78,261,131,130,0,3,10.64,1.4885496183206106
79,47,5,42,0,15,75.3,0.8
80,660,497,163,0,1,74.29,1.5070422535211268
81,634,471,163,0,1,37.96,1.4692144373673035
82,137,52,85,0,5,57.28,1.5192307692307692
83,309,177,132,0,2,75.51,1.5197740112994351
84,686,518,168,0,1,74.63,1.494208494208494
85,682,509,173,0,1,58.39,1.3889980353634577
86,322,188,134,0,2,74.7,1.5106382978723405
87,676,505,171,0,1,58.15,1.4792079207920792
88,325,189,136,0,2,75.62,1.3915343915343916
89,689,521,168,0,1,75.11,1.5335892514395393
90,695,522,173,0,1,62.35,1.496168582375479
91,324,202,122,0,2,60.53,1.5792079207920793
92,337,204,133,0,2,47.75,1.392156862745098
93,222,106,116,0,3,75.07,1.4622641509433962
94,686,515,171,0,1,62.39,1.5728155339805825
95,351,219,132,0,2,76.29,1.5342465753424657
96,717,547,170,0,1,74.4,1.4204753199268738
97,664,494,170,0,1,8.7,1.4412955465587045
98,23,2,21,0,37,46.96,3.0
99,181,85,96,0,4,59.64,1.411764705882353
1 access_count hits misses mu lambda hit_rate avg_age
2 1 664 494 170 0 1 45.28 1.45748987854251
3 2 212 96 116 0 3 74.15 1.5416666666666667
4 3 673 499 174 0 1 76.65 1.4909819639278556
5 4 711 545 166 0 1 60.0 1.6018348623853211
6 5 345 207 138 0 2 73.96 1.5507246376811594
7 6 649 480 169 0 1 38.69 1.5833333333333333
8 7 137 53 84 0 5 74.3 1.6603773584905661
9 8 681 506 175 0 1 74.6 1.4703557312252964
10 9 689 514 175 0 1 74.66 1.461089494163424
11 10 667 498 169 0 1 60.37 1.4759036144578312
12 11 328 198 130 0 2 75.29 1.4444444444444444
13 12 692 521 171 0 1 74.96 1.4491362763915547
14 13 683 512 171 0 1 74.71 1.537109375
15 14 696 520 176 0 1 60.76 1.5596153846153846
16 15 344 209 135 0 2 59.2 1.5023923444976077
17 16 326 193 133 0 2 75.47 1.5803108808290156
18 17 689 520 169 0 1 75.11 1.6423076923076922
19 18 691 519 172 0 1 51.6 1.5260115606936415
20 19 219 113 106 0 3 75.96 1.6106194690265487
21 20 732 556 176 0 1 76.32 1.4460431654676258
22 21 739 564 175 0 1 75.26 1.5088652482269505
23 22 683 514 169 0 1 74.78 1.5291828793774318
24 23 670 501 169 0 1 57.4 1.403193612774451
25 24 331 190 141 0 2 75.83 1.563157894736842
26 25 724 549 175 0 1 74.86 1.5136612021857923
27 26 692 518 174 0 1 75.74 1.5347490347490347
28 27 705 534 171 0 1 37.23 1.4138576779026217
29 28 137 51 86 0 5 75.15 1.5098039215686274
30 29 672 505 167 0 1 74.64 1.506930693069307
31 30 694 518 176 0 1 74.78 1.555984555984556
32 31 674 504 170 0 1 38.89 1.5297619047619047
33 32 144 56 88 0 4 74.93 1.5
34 33 670 502 168 0 1 31.91 1.4302788844621515
35 34 141 45 96 0 4 74.66 1.3777777777777778
36 35 659 492 167 0 1 75.4 1.5142276422764227
37 36 691 521 170 0 1 76.12 1.5009596928982725
38 37 737 561 176 0 1 48.86 1.5080213903743316
39 38 219 107 112 0 3 28.0 1.5794392523364487
40 39 100 28 72 0 8 75.91 1.6785714285714286
41 40 714 542 172 0 1 42.39 1.6199261992619927
42 41 184 78 106 0 4 43.48 1.7179487179487178
43 42 161 70 91 0 4 61.88 1.6857142857142857
44 43 362 224 138 0 2 75.43 1.3392857142857142
45 44 696 525 171 0 1 73.21 1.5447619047619048
46 45 627 459 168 0 1 75.15 1.5359477124183007
47 46 648 487 161 0 1 22.64 1.5010266940451746
48 47 53 12 41 0 10 74.85 1.9166666666666667
49 48 676 506 170 0 1 73.98 1.5118577075098814
50 49 638 472 166 0 1 74.59 1.4406779661016949
51 50 673 502 171 0 1 39.06 1.4760956175298805
52 51 128 50 78 0 5 21.18 1.44
53 52 85 18 67 0 9 76.57 1.2777777777777777
54 53 747 572 175 0 1 76.0 1.4912587412587412
55 54 700 532 168 0 1 75.25 1.5432330827067668
56 55 687 517 170 0 1 75.42 1.4700193423597678
57 56 720 543 177 0 1 75.36 1.3922651933701657
58 57 690 520 170 0 1 10.0 1.5288461538461537
59 58 40 4 36 0 17 60.69 1.5
60 59 318 193 125 0 2 74.93 1.5025906735751295
61 60 674 505 169 0 1 21.74 1.508910891089109
62 61 23 5 18 0 26 75.55 0.6
63 62 724 547 177 0 1 74.2 1.5045703839122486
64 63 628 466 162 0 1 60.29 1.4785407725321889
65 64 345 208 137 0 2 74.89 1.4519230769230769
66 65 681 510 171 0 1 23.29 1.4843137254901961
67 66 73 17 56 0 10 74.35 1.588235294117647
68 67 651 484 167 0 1 0.0 1.493801652892562
69 68 10 0 10 0 69 73.9 0.0
70 69 636 470 166 0 1 74.7 1.553191489361702
71 70 656 490 166 0 1 61.56 1.530612244897959
72 71 372 229 143 0 2 75.52 1.5327510917030567
73 72 678 512 166 0 1 73.51 1.484375
74 73 638 469 169 0 1 74.89 1.4179104477611941
75 74 685 513 172 0 1 44.28 1.557504873294347
76 75 201 89 112 0 3 59.88 1.5056179775280898
77 76 344 206 138 0 2 61.45 1.441747572815534
78 77 345 212 133 0 2 50.19 1.4433962264150944
79 78 261 131 130 0 3 10.64 1.4885496183206106
80 79 47 5 42 0 15 75.3 0.8
81 80 660 497 163 0 1 74.29 1.5070422535211268
82 81 634 471 163 0 1 37.96 1.4692144373673035
83 82 137 52 85 0 5 57.28 1.5192307692307692
84 83 309 177 132 0 2 75.51 1.5197740112994351
85 84 686 518 168 0 1 74.63 1.494208494208494
86 85 682 509 173 0 1 58.39 1.3889980353634577
87 86 322 188 134 0 2 74.7 1.5106382978723405
88 87 676 505 171 0 1 58.15 1.4792079207920792
89 88 325 189 136 0 2 75.62 1.3915343915343916
90 89 689 521 168 0 1 75.11 1.5335892514395393
91 90 695 522 173 0 1 62.35 1.496168582375479
92 91 324 202 122 0 2 60.53 1.5792079207920793
93 92 337 204 133 0 2 47.75 1.392156862745098
94 93 222 106 116 0 3 75.07 1.4622641509433962
95 94 686 515 171 0 1 62.39 1.5728155339805825
96 95 351 219 132 0 2 76.29 1.5342465753424657
97 96 717 547 170 0 1 74.4 1.4204753199268738
98 97 664 494 170 0 1 8.7 1.4412955465587045
99 98 23 2 21 0 37 46.96 3.0
100 99 181 85 96 0 4 59.64 1.411764705882353

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@@ -1,100 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,527,137,0,1,52.83
2,212,112,100,0,3,79.79
3,673,537,136,0,1,80.87
4,711,575,136,0,1,68.99
5,345,238,107,0,2,79.35
6,649,515,134,0,1,43.8
7,137,60,77,0,5,80.32
8,681,547,134,0,1,79.97
9,689,551,138,0,1,79.31
10,667,529,138,0,1,68.29
11,328,224,104,0,2,80.2
12,692,555,137,0,1,80.09
13,683,547,136,0,1,80.6
14,696,561,135,0,1,67.15
15,344,231,113,0,2,65.64
16,326,214,112,0,2,80.12
17,689,552,137,0,1,80.32
18,691,555,136,0,1,55.71
19,219,122,97,0,3,80.87
20,732,592,140,0,1,81.33
21,739,601,138,0,1,79.8
22,683,545,138,0,1,79.85
23,670,535,135,0,1,67.07
24,331,222,109,0,2,80.66
25,724,584,140,0,1,80.35
26,692,556,136,0,1,80.85
27,705,570,135,0,1,43.8
28,137,60,77,0,5,79.76
29,672,536,136,0,1,79.83
30,694,554,140,0,1,79.82
31,674,538,136,0,1,47.92
32,144,69,75,0,4,79.55
33,670,533,137,0,1,43.26
34,141,61,80,0,4,79.51
35,659,524,135,0,1,80.03
36,691,553,138,0,1,80.73
37,737,595,142,0,1,57.08
38,219,125,94,0,3,37.0
39,100,37,63,0,8,80.39
40,714,574,140,0,1,50.54
41,184,93,91,0,4,47.83
42,161,77,84,0,4,68.51
43,362,248,114,0,2,80.6
44,696,561,135,0,1,78.63
45,627,493,134,0,1,79.63
46,648,516,132,0,1,24.53
47,53,13,40,0,10,79.73
48,676,539,137,0,1,78.68
49,638,502,136,0,1,79.35
50,673,534,139,0,1,42.97
51,128,55,73,0,5,30.59
52,85,26,59,0,9,81.12
53,747,606,141,0,1,81.0
54,700,567,133,0,1,80.2
55,687,551,136,0,1,81.25
56,720,585,135,0,1,79.57
57,690,549,141,0,1,12.5
58,40,5,35,0,17,65.72
59,318,209,109,0,2,79.82
60,674,538,136,0,1,21.74
61,23,5,18,0,26,80.94
62,724,586,138,0,1,78.34
63,628,492,136,0,1,66.96
64,345,231,114,0,2,80.62
65,681,549,132,0,1,28.77
66,73,21,52,0,10,79.57
67,651,518,133,0,1,0.0
68,10,0,10,0,69,78.46
69,636,499,137,0,1,79.73
70,656,523,133,0,1,67.74
71,372,252,120,0,2,80.38
72,678,545,133,0,1,79.31
73,638,506,132,0,1,79.85
74,685,547,138,0,1,52.24
75,201,105,96,0,3,65.99
76,344,227,117,0,2,68.41
77,345,236,109,0,2,59.0
78,261,154,107,0,3,14.89
79,47,7,40,0,15,79.7
80,660,526,134,0,1,79.02
81,634,501,133,0,1,43.07
82,137,59,78,0,5,65.05
83,309,201,108,0,2,80.47
84,686,552,134,0,1,79.47
85,682,542,140,0,1,64.91
86,322,209,113,0,2,79.14
87,676,535,141,0,1,65.23
88,325,212,113,0,2,80.41
89,689,554,135,0,1,80.43
90,695,559,136,0,1,67.59
91,324,219,105,0,2,67.36
92,337,227,110,0,2,56.76
93,222,126,96,0,3,79.74
94,686,547,139,0,1,68.38
95,351,240,111,0,2,80.61
96,717,578,139,0,1,79.52
97,664,528,136,0,1,17.39
98,23,4,19,0,37,53.04
99,181,96,85,0,4,68.25
,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,664,527,137,0,1,52.83,1.9316888045540797
2,212,112,100,0,3,79.79,2.080357142857143
3,673,537,136,0,1,80.87,2.0242085661080074
4,711,575,136,0,1,68.99,2.1339130434782607
5,345,238,107,0,2,79.35,2.168067226890756
6,649,515,134,0,1,43.8,1.9300970873786407
7,137,60,77,0,5,80.32,1.9333333333333333
8,681,547,134,0,1,79.97,2.03290676416819
9,689,551,138,0,1,79.31,1.9945553539019965
10,667,529,138,0,1,68.29,2.007561436672968
11,328,224,104,0,2,80.2,1.9866071428571428
12,692,555,137,0,1,80.09,1.936936936936937
13,683,547,136,0,1,80.6,2.113345521023766
14,696,561,135,0,1,67.15,1.9946524064171123
15,344,231,113,0,2,65.64,1.8874458874458875
16,326,214,112,0,2,80.12,2.046728971962617
17,689,552,137,0,1,80.32,1.9728260869565217
18,691,555,136,0,1,55.71,2.045045045045045
19,219,122,97,0,3,80.87,1.9344262295081966
20,732,592,140,0,1,81.33,2.0591216216216215
21,739,601,138,0,1,79.8,2.043261231281198
22,683,545,138,0,1,79.85,1.9064220183486238
23,670,535,135,0,1,67.07,1.97196261682243
24,331,222,109,0,2,80.66,2.1036036036036037
25,724,584,140,0,1,80.35,1.9777397260273972
26,692,556,136,0,1,80.85,2.1097122302158273
27,705,570,135,0,1,43.8,2.1070175438596492
28,137,60,77,0,5,79.76,2.1666666666666665
29,672,536,136,0,1,79.83,1.9011194029850746
30,694,554,140,0,1,79.82,1.96028880866426
31,674,538,136,0,1,47.92,2.0780669144981414
32,144,69,75,0,4,79.55,2.1594202898550723
33,670,533,137,0,1,43.26,1.8818011257035647
34,141,61,80,0,4,79.51,2.2131147540983607
35,659,524,135,0,1,80.03,2.068702290076336
36,691,553,138,0,1,80.73,1.9620253164556962
37,737,595,142,0,1,57.08,1.946218487394958
38,219,125,94,0,3,37.0,2.096
39,100,37,63,0,8,80.39,2.27027027027027
40,714,574,140,0,1,50.54,2.06794425087108
41,184,93,91,0,4,47.83,2.204301075268817
42,161,77,84,0,4,68.51,2.1948051948051948
43,362,248,114,0,2,80.6,1.8830645161290323
44,696,561,135,0,1,78.63,2.0089126559714794
45,627,493,134,0,1,79.63,1.997971602434077
46,648,516,132,0,1,24.53,2.0174418604651163
47,53,13,40,0,10,79.73,2.1538461538461537
48,676,539,137,0,1,78.68,1.9851576994434137
49,638,502,136,0,1,79.35,2.0358565737051793
50,673,534,139,0,1,42.97,1.9194756554307115
51,128,55,73,0,5,30.59,1.6363636363636365
52,85,26,59,0,9,81.12,1.8846153846153846
53,747,606,141,0,1,81.0,2.0132013201320134
54,700,567,133,0,1,80.2,2.0
55,687,551,136,0,1,81.25,1.9310344827586208
56,720,585,135,0,1,79.57,1.982905982905983
57,690,549,141,0,1,12.5,2.0491803278688523
58,40,5,35,0,17,65.72,2.2
59,318,209,109,0,2,79.82,1.9569377990430623
60,674,538,136,0,1,21.74,2.029739776951673
61,23,5,18,0,26,80.94,0.6
62,724,586,138,0,1,78.34,1.9112627986348123
63,628,492,136,0,1,66.96,1.8333333333333333
64,345,231,114,0,2,80.62,1.948051948051948
65,681,549,132,0,1,28.77,2.034608378870674
66,73,21,52,0,10,79.57,2.0952380952380953
67,651,518,133,0,1,0.0,2.0656370656370657
68,10,0,10,0,69,78.46,0.0
69,636,499,137,0,1,79.73,1.9799599198396793
70,656,523,133,0,1,67.74,2.0095602294455066
71,372,252,120,0,2,80.38,1.9722222222222223
72,678,545,133,0,1,79.31,1.891743119266055
73,638,506,132,0,1,79.85,1.8893280632411067
74,685,547,138,0,1,52.24,2.043875685557587
75,201,105,96,0,3,65.99,2.2095238095238097
76,344,227,117,0,2,68.41,1.9955947136563876
77,345,236,109,0,2,59.0,2.0254237288135593
78,261,154,107,0,3,14.89,2.0064935064935066
79,47,7,40,0,15,79.7,1.5714285714285714
80,660,526,134,0,1,79.02,2.0
81,634,501,133,0,1,43.07,2.0339321357285427
82,137,59,78,0,5,65.05,1.8644067796610169
83,309,201,108,0,2,80.47,2.2487562189054726
84,686,552,134,0,1,79.47,1.9909420289855073
85,682,542,140,0,1,64.91,1.985239852398524
86,322,209,113,0,2,79.14,1.8229665071770336
87,676,535,141,0,1,65.23,2.0261682242990653
88,325,212,113,0,2,80.41,1.9575471698113207
89,689,554,135,0,1,80.43,1.94043321299639
90,695,559,136,0,1,67.59,2.0697674418604652
91,324,219,105,0,2,67.36,1.9680365296803652
92,337,227,110,0,2,56.76,1.9162995594713657
93,222,126,96,0,3,79.74,1.9523809523809523
94,686,547,139,0,1,68.38,2.1316270566727606
95,351,240,111,0,2,80.61,2.0208333333333335
96,717,578,139,0,1,79.52,2.0328719723183393
97,664,528,136,0,1,17.39,1.9109848484848484
98,23,4,19,0,37,53.04,3.0
99,181,96,85,0,4,68.25,1.8854166666666667
1 access_count hits misses mu lambda hit_rate avg_age
2 1 664 527 137 0 1 52.83 1.9316888045540797
3 2 212 112 100 0 3 79.79 2.080357142857143
4 3 673 537 136 0 1 80.87 2.0242085661080074
5 4 711 575 136 0 1 68.99 2.1339130434782607
6 5 345 238 107 0 2 79.35 2.168067226890756
7 6 649 515 134 0 1 43.8 1.9300970873786407
8 7 137 60 77 0 5 80.32 1.9333333333333333
9 8 681 547 134 0 1 79.97 2.03290676416819
10 9 689 551 138 0 1 79.31 1.9945553539019965
11 10 667 529 138 0 1 68.29 2.007561436672968
12 11 328 224 104 0 2 80.2 1.9866071428571428
13 12 692 555 137 0 1 80.09 1.936936936936937
14 13 683 547 136 0 1 80.6 2.113345521023766
15 14 696 561 135 0 1 67.15 1.9946524064171123
16 15 344 231 113 0 2 65.64 1.8874458874458875
17 16 326 214 112 0 2 80.12 2.046728971962617
18 17 689 552 137 0 1 80.32 1.9728260869565217
19 18 691 555 136 0 1 55.71 2.045045045045045
20 19 219 122 97 0 3 80.87 1.9344262295081966
21 20 732 592 140 0 1 81.33 2.0591216216216215
22 21 739 601 138 0 1 79.8 2.043261231281198
23 22 683 545 138 0 1 79.85 1.9064220183486238
24 23 670 535 135 0 1 67.07 1.97196261682243
25 24 331 222 109 0 2 80.66 2.1036036036036037
26 25 724 584 140 0 1 80.35 1.9777397260273972
27 26 692 556 136 0 1 80.85 2.1097122302158273
28 27 705 570 135 0 1 43.8 2.1070175438596492
29 28 137 60 77 0 5 79.76 2.1666666666666665
30 29 672 536 136 0 1 79.83 1.9011194029850746
31 30 694 554 140 0 1 79.82 1.96028880866426
32 31 674 538 136 0 1 47.92 2.0780669144981414
33 32 144 69 75 0 4 79.55 2.1594202898550723
34 33 670 533 137 0 1 43.26 1.8818011257035647
35 34 141 61 80 0 4 79.51 2.2131147540983607
36 35 659 524 135 0 1 80.03 2.068702290076336
37 36 691 553 138 0 1 80.73 1.9620253164556962
38 37 737 595 142 0 1 57.08 1.946218487394958
39 38 219 125 94 0 3 37.0 2.096
40 39 100 37 63 0 8 80.39 2.27027027027027
41 40 714 574 140 0 1 50.54 2.06794425087108
42 41 184 93 91 0 4 47.83 2.204301075268817
43 42 161 77 84 0 4 68.51 2.1948051948051948
44 43 362 248 114 0 2 80.6 1.8830645161290323
45 44 696 561 135 0 1 78.63 2.0089126559714794
46 45 627 493 134 0 1 79.63 1.997971602434077
47 46 648 516 132 0 1 24.53 2.0174418604651163
48 47 53 13 40 0 10 79.73 2.1538461538461537
49 48 676 539 137 0 1 78.68 1.9851576994434137
50 49 638 502 136 0 1 79.35 2.0358565737051793
51 50 673 534 139 0 1 42.97 1.9194756554307115
52 51 128 55 73 0 5 30.59 1.6363636363636365
53 52 85 26 59 0 9 81.12 1.8846153846153846
54 53 747 606 141 0 1 81.0 2.0132013201320134
55 54 700 567 133 0 1 80.2 2.0
56 55 687 551 136 0 1 81.25 1.9310344827586208
57 56 720 585 135 0 1 79.57 1.982905982905983
58 57 690 549 141 0 1 12.5 2.0491803278688523
59 58 40 5 35 0 17 65.72 2.2
60 59 318 209 109 0 2 79.82 1.9569377990430623
61 60 674 538 136 0 1 21.74 2.029739776951673
62 61 23 5 18 0 26 80.94 0.6
63 62 724 586 138 0 1 78.34 1.9112627986348123
64 63 628 492 136 0 1 66.96 1.8333333333333333
65 64 345 231 114 0 2 80.62 1.948051948051948
66 65 681 549 132 0 1 28.77 2.034608378870674
67 66 73 21 52 0 10 79.57 2.0952380952380953
68 67 651 518 133 0 1 0.0 2.0656370656370657
69 68 10 0 10 0 69 78.46 0.0
70 69 636 499 137 0 1 79.73 1.9799599198396793
71 70 656 523 133 0 1 67.74 2.0095602294455066
72 71 372 252 120 0 2 80.38 1.9722222222222223
73 72 678 545 133 0 1 79.31 1.891743119266055
74 73 638 506 132 0 1 79.85 1.8893280632411067
75 74 685 547 138 0 1 52.24 2.043875685557587
76 75 201 105 96 0 3 65.99 2.2095238095238097
77 76 344 227 117 0 2 68.41 1.9955947136563876
78 77 345 236 109 0 2 59.0 2.0254237288135593
79 78 261 154 107 0 3 14.89 2.0064935064935066
80 79 47 7 40 0 15 79.7 1.5714285714285714
81 80 660 526 134 0 1 79.02 2.0
82 81 634 501 133 0 1 43.07 2.0339321357285427
83 82 137 59 78 0 5 65.05 1.8644067796610169
84 83 309 201 108 0 2 80.47 2.2487562189054726
85 84 686 552 134 0 1 79.47 1.9909420289855073
86 85 682 542 140 0 1 64.91 1.985239852398524
87 86 322 209 113 0 2 79.14 1.8229665071770336
88 87 676 535 141 0 1 65.23 2.0261682242990653
89 88 325 212 113 0 2 80.41 1.9575471698113207
90 89 689 554 135 0 1 80.43 1.94043321299639
91 90 695 559 136 0 1 67.59 2.0697674418604652
92 91 324 219 105 0 2 67.36 1.9680365296803652
93 92 337 227 110 0 2 56.76 1.9162995594713657
94 93 222 126 96 0 3 79.74 1.9523809523809523
95 94 686 547 139 0 1 68.38 2.1316270566727606
96 95 351 240 111 0 2 80.61 2.0208333333333335
97 96 717 578 139 0 1 79.52 2.0328719723183393
98 97 664 528 136 0 1 17.39 1.9109848484848484
99 98 23 4 19 0 37 53.04 3.0
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@@ -1,100 +1,100 @@
,access_count,hits,misses,mu,lambda,hit_rate
1,664,550,114,0,1,58.49
2,212,124,88,0,3,83.21
3,673,560,113,0,1,84.11
4,711,598,113,0,1,72.17
5,345,249,96,0,2,82.43
6,649,535,114,0,1,50.36
7,137,69,68,0,5,83.41
8,681,568,113,0,1,83.74
9,689,577,112,0,1,82.91
10,667,553,114,0,1,71.34
11,328,234,94,0,2,83.67
12,692,579,113,0,1,83.46
13,683,570,113,0,1,83.48
14,696,581,115,0,1,70.64
15,344,243,101,0,2,71.78
16,326,234,92,0,2,83.45
17,689,575,114,0,1,83.65
18,691,578,113,0,1,62.56
19,219,137,82,0,3,84.29
20,732,617,115,0,1,84.44
21,739,624,115,0,1,83.31
22,683,569,114,0,1,83.13
23,670,557,113,0,1,71.3
24,331,236,95,0,2,83.84
25,724,607,117,0,1,83.38
26,692,577,115,0,1,83.69
27,705,590,115,0,1,48.18
28,137,66,71,0,5,83.04
29,672,558,114,0,1,83.43
30,694,579,115,0,1,83.23
31,674,561,113,0,1,51.39
32,144,74,70,0,4,83.13
33,670,557,113,0,1,48.94
34,141,69,72,0,4,83.0
35,659,547,112,0,1,83.36
36,691,576,115,0,1,84.67
37,737,624,113,0,1,62.56
38,219,137,82,0,3,41.0
39,100,41,59,0,8,83.61
40,714,597,117,0,1,55.98
41,184,103,81,0,4,57.14
42,161,92,69,0,4,73.76
43,362,267,95,0,2,83.91
44,696,584,112,0,1,82.46
45,627,517,110,0,1,82.72
46,648,536,112,0,1,30.19
47,53,16,37,0,10,83.14
48,676,562,114,0,1,82.29
49,638,525,113,0,1,83.06
50,673,559,114,0,1,49.22
51,128,63,65,0,5,34.12
52,85,29,56,0,9,84.34
53,747,630,117,0,1,83.86
54,700,587,113,0,1,83.41
55,687,573,114,0,1,83.75
56,720,603,117,0,1,83.33
57,690,575,115,0,1,17.5
58,40,7,33,0,17,70.13
59,318,223,95,0,2,82.94
60,674,559,115,0,1,21.74
61,23,5,18,0,26,83.84
62,724,607,117,0,1,82.17
63,628,516,112,0,1,71.59
64,345,247,98,0,2,83.11
65,681,566,115,0,1,31.51
66,73,23,50,0,10,83.1
67,651,541,110,0,1,0.0
68,10,0,10,0,69,82.55
69,636,525,111,0,1,82.62
70,656,542,114,0,1,73.12
71,372,272,100,0,2,83.48
72,678,566,112,0,1,82.13
73,638,524,114,0,1,82.92
74,685,568,117,0,1,57.71
75,201,116,85,0,3,72.67
76,344,250,94,0,2,72.17
77,345,249,96,0,2,64.75
78,261,169,92,0,3,19.15
79,47,9,38,0,15,83.48
80,660,551,109,0,1,82.18
81,634,521,113,0,1,51.09
82,137,70,67,0,5,69.58
83,309,215,94,0,2,83.53
84,686,573,113,0,1,82.84
85,682,565,117,0,1,71.12
86,322,229,93,0,2,83.28
87,676,563,113,0,1,68.62
88,325,223,102,0,2,83.16
89,689,573,116,0,1,83.31
90,695,579,116,0,1,73.15
91,324,237,87,0,2,72.11
92,337,243,94,0,2,63.51
93,222,141,81,0,3,83.09
94,686,570,116,0,1,71.79
95,351,252,99,0,2,84.66
96,717,607,110,0,1,83.28
97,664,553,111,0,1,21.74
98,23,5,18,0,37,56.91
99,181,103,78,0,4,70.62
,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,664,550,114,0,1,58.49,2.596363636363636
2,212,124,88,0,3,83.21,2.524193548387097
3,673,560,113,0,1,84.11,2.405357142857143
4,711,598,113,0,1,72.17,2.4013377926421406
5,345,249,96,0,2,82.43,2.4698795180722892
6,649,535,114,0,1,50.36,2.3906542056074764
7,137,69,68,0,5,83.41,2.739130434782609
8,681,568,113,0,1,83.74,2.433098591549296
9,689,577,112,0,1,82.91,2.5095320623916813
10,667,553,114,0,1,71.34,2.5750452079566
11,328,234,94,0,2,83.67,2.4188034188034186
12,692,579,113,0,1,83.46,2.5250431778929188
13,683,570,113,0,1,83.48,2.5526315789473686
14,696,581,115,0,1,70.64,2.495697074010327
15,344,243,101,0,2,71.78,2.522633744855967
16,326,234,92,0,2,83.45,2.7777777777777777
17,689,575,114,0,1,83.65,2.4991304347826087
18,691,578,113,0,1,62.56,2.48961937716263
19,219,137,82,0,3,84.29,2.562043795620438
20,732,617,115,0,1,84.44,2.521880064829822
21,739,624,115,0,1,83.31,2.4759615384615383
22,683,569,114,0,1,83.13,2.4938488576449913
23,670,557,113,0,1,71.3,2.466786355475763
24,331,236,95,0,2,83.84,2.5466101694915255
25,724,607,117,0,1,83.38,2.3789126853377267
26,692,577,115,0,1,83.69,2.5753899480069324
27,705,590,115,0,1,48.18,2.422033898305085
28,137,66,71,0,5,83.04,2.5757575757575757
29,672,558,114,0,1,83.43,2.4408602150537635
30,694,579,115,0,1,83.23,2.597582037996546
31,674,561,113,0,1,51.39,2.443850267379679
32,144,74,70,0,4,83.13,2.554054054054054
33,670,557,113,0,1,48.94,2.443447037701975
34,141,69,72,0,4,83.0,2.6231884057971016
35,659,547,112,0,1,83.36,2.409506398537477
36,691,576,115,0,1,84.67,2.4444444444444446
37,737,624,113,0,1,62.56,2.3846153846153846
38,219,137,82,0,3,41.0,2.81021897810219
39,100,41,59,0,8,83.61,2.5121951219512195
40,714,597,117,0,1,55.98,2.5008375209380236
41,184,103,81,0,4,57.14,2.5728155339805827
42,161,92,69,0,4,73.76,2.6847826086956523
43,362,267,95,0,2,83.91,2.397003745318352
44,696,584,112,0,1,82.46,2.4914383561643834
45,627,517,110,0,1,82.72,2.4545454545454546
46,648,536,112,0,1,30.19,2.5167910447761193
47,53,16,37,0,10,83.14,2.9375
48,676,562,114,0,1,82.29,2.597864768683274
49,638,525,113,0,1,83.06,2.5238095238095237
50,673,559,114,0,1,49.22,2.4991055456171734
51,128,63,65,0,5,34.12,2.3492063492063493
52,85,29,56,0,9,84.34,2.1724137931034484
53,747,630,117,0,1,83.86,2.5365079365079364
54,700,587,113,0,1,83.41,2.5792163543441227
55,687,573,114,0,1,83.75,2.4223385689354275
56,720,603,117,0,1,83.33,2.527363184079602
57,690,575,115,0,1,17.5,2.3756521739130436
58,40,7,33,0,17,70.13,3.0
59,318,223,95,0,2,82.94,2.506726457399103
60,674,559,115,0,1,21.74,2.4686940966010735
61,23,5,18,0,26,83.84,0.6
62,724,607,117,0,1,82.17,2.6227347611202636
63,628,516,112,0,1,71.59,2.4108527131782944
64,345,247,98,0,2,83.11,2.42914979757085
65,681,566,115,0,1,31.51,2.57773851590106
66,73,23,50,0,10,83.1,2.782608695652174
67,651,541,110,0,1,0.0,2.478743068391867
68,10,0,10,0,69,82.55,0.0
69,636,525,111,0,1,82.62,2.459047619047619
70,656,542,114,0,1,73.12,2.559040590405904
71,372,272,100,0,2,83.48,2.6544117647058822
72,678,566,112,0,1,82.13,2.487632508833922
73,638,524,114,0,1,82.92,2.427480916030534
74,685,568,117,0,1,57.71,2.482394366197183
75,201,116,85,0,3,72.67,2.7327586206896552
76,344,250,94,0,2,72.17,2.576
77,345,249,96,0,2,64.75,2.4859437751004014
78,261,169,92,0,3,19.15,2.5562130177514795
79,47,9,38,0,15,83.48,2.5555555555555554
80,660,551,109,0,1,82.18,2.6515426497277677
81,634,521,113,0,1,51.09,2.44721689059501
82,137,70,67,0,5,69.58,2.557142857142857
83,309,215,94,0,2,83.53,2.7209302325581395
84,686,573,113,0,1,82.84,2.4694589877835953
85,682,565,117,0,1,71.12,2.320353982300885
86,322,229,93,0,2,83.28,2.6026200873362444
87,676,563,113,0,1,68.62,2.644760213143872
88,325,223,102,0,2,83.16,2.4260089686098656
89,689,573,116,0,1,83.31,2.5095986038394416
90,695,579,116,0,1,73.15,2.542314335060449
91,324,237,87,0,2,72.11,2.261603375527426
92,337,243,94,0,2,63.51,2.316872427983539
93,222,141,81,0,3,83.09,2.5106382978723403
94,686,570,116,0,1,71.79,2.507017543859649
95,351,252,99,0,2,84.66,2.373015873015873
96,717,607,110,0,1,83.28,2.4365733113673804
97,664,553,111,0,1,21.74,2.54249547920434
98,23,5,18,0,37,56.91,3.4
99,181,103,78,0,4,70.62,2.320388349514563
1 access_count hits misses mu lambda hit_rate avg_age
2 1 664 550 114 0 1 58.49 2.596363636363636
3 2 212 124 88 0 3 83.21 2.524193548387097
4 3 673 560 113 0 1 84.11 2.405357142857143
5 4 711 598 113 0 1 72.17 2.4013377926421406
6 5 345 249 96 0 2 82.43 2.4698795180722892
7 6 649 535 114 0 1 50.36 2.3906542056074764
8 7 137 69 68 0 5 83.41 2.739130434782609
9 8 681 568 113 0 1 83.74 2.433098591549296
10 9 689 577 112 0 1 82.91 2.5095320623916813
11 10 667 553 114 0 1 71.34 2.5750452079566
12 11 328 234 94 0 2 83.67 2.4188034188034186
13 12 692 579 113 0 1 83.46 2.5250431778929188
14 13 683 570 113 0 1 83.48 2.5526315789473686
15 14 696 581 115 0 1 70.64 2.495697074010327
16 15 344 243 101 0 2 71.78 2.522633744855967
17 16 326 234 92 0 2 83.45 2.7777777777777777
18 17 689 575 114 0 1 83.65 2.4991304347826087
19 18 691 578 113 0 1 62.56 2.48961937716263
20 19 219 137 82 0 3 84.29 2.562043795620438
21 20 732 617 115 0 1 84.44 2.521880064829822
22 21 739 624 115 0 1 83.31 2.4759615384615383
23 22 683 569 114 0 1 83.13 2.4938488576449913
24 23 670 557 113 0 1 71.3 2.466786355475763
25 24 331 236 95 0 2 83.84 2.5466101694915255
26 25 724 607 117 0 1 83.38 2.3789126853377267
27 26 692 577 115 0 1 83.69 2.5753899480069324
28 27 705 590 115 0 1 48.18 2.422033898305085
29 28 137 66 71 0 5 83.04 2.5757575757575757
30 29 672 558 114 0 1 83.43 2.4408602150537635
31 30 694 579 115 0 1 83.23 2.597582037996546
32 31 674 561 113 0 1 51.39 2.443850267379679
33 32 144 74 70 0 4 83.13 2.554054054054054
34 33 670 557 113 0 1 48.94 2.443447037701975
35 34 141 69 72 0 4 83.0 2.6231884057971016
36 35 659 547 112 0 1 83.36 2.409506398537477
37 36 691 576 115 0 1 84.67 2.4444444444444446
38 37 737 624 113 0 1 62.56 2.3846153846153846
39 38 219 137 82 0 3 41.0 2.81021897810219
40 39 100 41 59 0 8 83.61 2.5121951219512195
41 40 714 597 117 0 1 55.98 2.5008375209380236
42 41 184 103 81 0 4 57.14 2.5728155339805827
43 42 161 92 69 0 4 73.76 2.6847826086956523
44 43 362 267 95 0 2 83.91 2.397003745318352
45 44 696 584 112 0 1 82.46 2.4914383561643834
46 45 627 517 110 0 1 82.72 2.4545454545454546
47 46 648 536 112 0 1 30.19 2.5167910447761193
48 47 53 16 37 0 10 83.14 2.9375
49 48 676 562 114 0 1 82.29 2.597864768683274
50 49 638 525 113 0 1 83.06 2.5238095238095237
51 50 673 559 114 0 1 49.22 2.4991055456171734
52 51 128 63 65 0 5 34.12 2.3492063492063493
53 52 85 29 56 0 9 84.34 2.1724137931034484
54 53 747 630 117 0 1 83.86 2.5365079365079364
55 54 700 587 113 0 1 83.41 2.5792163543441227
56 55 687 573 114 0 1 83.75 2.4223385689354275
57 56 720 603 117 0 1 83.33 2.527363184079602
58 57 690 575 115 0 1 17.5 2.3756521739130436
59 58 40 7 33 0 17 70.13 3.0
60 59 318 223 95 0 2 82.94 2.506726457399103
61 60 674 559 115 0 1 21.74 2.4686940966010735
62 61 23 5 18 0 26 83.84 0.6
63 62 724 607 117 0 1 82.17 2.6227347611202636
64 63 628 516 112 0 1 71.59 2.4108527131782944
65 64 345 247 98 0 2 83.11 2.42914979757085
66 65 681 566 115 0 1 31.51 2.57773851590106
67 66 73 23 50 0 10 83.1 2.782608695652174
68 67 651 541 110 0 1 0.0 2.478743068391867
69 68 10 0 10 0 69 82.55 0.0
70 69 636 525 111 0 1 82.62 2.459047619047619
71 70 656 542 114 0 1 73.12 2.559040590405904
72 71 372 272 100 0 2 83.48 2.6544117647058822
73 72 678 566 112 0 1 82.13 2.487632508833922
74 73 638 524 114 0 1 82.92 2.427480916030534
75 74 685 568 117 0 1 57.71 2.482394366197183
76 75 201 116 85 0 3 72.67 2.7327586206896552
77 76 344 250 94 0 2 72.17 2.576
78 77 345 249 96 0 2 64.75 2.4859437751004014
79 78 261 169 92 0 3 19.15 2.5562130177514795
80 79 47 9 38 0 15 83.48 2.5555555555555554
81 80 660 551 109 0 1 82.18 2.6515426497277677
82 81 634 521 113 0 1 51.09 2.44721689059501
83 82 137 70 67 0 5 69.58 2.557142857142857
84 83 309 215 94 0 2 83.53 2.7209302325581395
85 84 686 573 113 0 1 82.84 2.4694589877835953
86 85 682 565 117 0 1 71.12 2.320353982300885
87 86 322 229 93 0 2 83.28 2.6026200873362444
88 87 676 563 113 0 1 68.62 2.644760213143872
89 88 325 223 102 0 2 83.16 2.4260089686098656
90 89 689 573 116 0 1 83.31 2.5095986038394416
91 90 695 579 116 0 1 73.15 2.542314335060449
92 91 324 237 87 0 2 72.11 2.261603375527426
93 92 337 243 94 0 2 63.51 2.316872427983539
94 93 222 141 81 0 3 83.09 2.5106382978723403
95 94 686 570 116 0 1 71.79 2.507017543859649
96 95 351 252 99 0 2 84.66 2.373015873015873
97 96 717 607 110 0 1 83.28 2.4365733113673804
98 97 664 553 111 0 1 21.74 2.54249547920434
99 98 23 5 18 0 37 56.91 3.4
100 99 181 103 78 0 4 70.62 2.320388349514563

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