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themighty1heeckhau
andauthored
added alpha.14 performance improvements blog post (#38)
Co-authored-by: Hendrik Eeckhaut <hendrik@eeckhaut.org>
1 parent b222473 commit db190f4

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blog/2026-01-19-alpha14-performance/data/bandwidth.ipynb

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blog/2026-01-19-alpha14-performance/data/bandwidth_dark.svg

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blog/2026-01-19-alpha14-performance/data/bandwidth_light.svg

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group,name,latency,bandwidth,upload_size,download_size,defer_decryption,time_preprocess,time_online,time_total,uploaded_preprocess,downloaded_preprocess,uploaded_online,downloaded_online,uploaded_total,downloaded_total,heap_max_bytes
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3+
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4+
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5+
bandwidth_sweep,,25,5,1024,2048,True,59562,2753,62344,33562168,3425425,903950,21113,34477785,3446538,
6+
bandwidth_sweep,,25,5,1024,2048,True,59557,2674,62267,33562168,3425557,903938,21101,34477773,3446658,
7+
bandwidth_sweep,,25,5,1024,2048,True,59383,2688,62092,33562312,3425473,903962,21113,34477941,3446586,
8+
bandwidth_sweep,,25,5,1024,2048,True,59570,2731,62328,33562252,3425569,903962,21137,34477881,3446706,
9+
bandwidth_sweep,,25,5,1024,2048,True,59456,2704,62199,33562168,3425413,903938,21113,34477773,3446526,
10+
bandwidth_sweep,,25,5,1024,2048,True,59540,2664,62245,33562324,3425725,903938,21101,34477929,3446826,
11+
bandwidth_sweep,,25,5,1024,2048,True,59514,2810,62372,33562156,3425425,903938,21101,34477761,3446526,
12+
bandwidth_sweep,,25,5,1024,2048,True,59571,2639,62245,33562252,3425569,903950,21113,34477869,3446682,
13+
bandwidth_sweep,,25,5,1024,2048,True,59409,2635,62071,33562312,3425473,903950,21113,34477929,3446586,
14+
bandwidth_sweep,,25,5,1024,2048,True,59564,2669,62257,33562504,3425917,903950,21113,34478121,3447030,
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bandwidth_sweep,,25,10,1024,2048,True,31320,2231,33570,33562132,3425509,903950,21125,34477749,3446634,
16+
bandwidth_sweep,,25,10,1024,2048,True,31324,2273,33614,33562216,3425629,903950,21125,34477833,3446754,
17+
bandwidth_sweep,,25,10,1024,2048,True,31370,2262,33649,33562216,3425701,903950,21125,34477833,3446826,
18+
bandwidth_sweep,,25,10,1024,2048,True,31260,2251,33529,33562156,3425341,903938,21113,34477761,3446454,
19+
bandwidth_sweep,,25,10,1024,2048,True,31326,2244,33589,33562204,3425533,903938,21113,34477809,3446646,
20+
bandwidth_sweep,,25,10,1024,2048,True,31328,2318,33664,33562228,3425605,903950,21125,34477845,3446730,
21+
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22+
bandwidth_sweep,,25,10,1024,2048,True,31249,2238,33507,33562288,3425617,903950,21113,34477905,3446730,
23+
bandwidth_sweep,,25,10,1024,2048,True,31309,2207,33536,33562228,3425593,903938,21113,34477833,3446706,
24+
bandwidth_sweep,,25,10,1024,2048,True,31332,2266,33617,33562216,3425629,903950,21125,34477833,3446754,
25+
bandwidth_sweep,,25,20,1024,2048,True,17277,2060,19356,33562264,3425665,903938,21113,34477869,3446778,
26+
bandwidth_sweep,,25,20,1024,2048,True,17190,2078,19286,33562192,3425437,903938,21101,34477797,3446538,
27+
bandwidth_sweep,,25,20,1024,2048,True,17238,2053,19312,33562192,3425437,903938,21113,34477797,3446550,
28+
bandwidth_sweep,,25,20,1024,2048,True,17310,2160,19489,33562528,3426409,903950,21113,34478145,3447522,
29+
bandwidth_sweep,,25,20,1024,2048,True,17204,2061,19282,33562348,3425953,903938,21113,34477953,3447066,
30+
bandwidth_sweep,,25,20,1024,2048,True,17227,2155,19400,33562372,3426073,903938,21101,34477977,3447174,
31+
bandwidth_sweep,,25,20,1024,2048,True,17312,2087,19418,33562528,3426409,903950,21113,34478145,3447522,
32+
bandwidth_sweep,,25,20,1024,2048,True,17173,2042,19234,33562192,3425449,903938,21113,34477797,3446562,
33+
bandwidth_sweep,,25,20,1024,2048,True,17290,2218,19527,33562252,3425665,903938,21113,34477857,3446778,
34+
bandwidth_sweep,,25,20,1024,2048,True,17206,2074,19300,33562252,3425737,903938,21113,34477857,3446850,
35+
bandwidth_sweep,,25,50,1024,2048,True,8888,2271,11177,33561976,3425065,903974,21137,34477617,3446202,
36+
bandwidth_sweep,,25,50,1024,2048,True,8854,1946,10819,33562000,3425209,903974,21137,34477641,3446346,
37+
bandwidth_sweep,,25,50,1024,2048,True,8804,1903,10724,33562000,3425113,903974,21137,34477641,3446250,
38+
bandwidth_sweep,,25,50,1024,2048,True,8829,1979,10827,33562024,3425257,903974,21137,34477665,3446394,
39+
bandwidth_sweep,,25,50,1024,2048,True,8818,2015,10852,33561988,3425137,903974,21137,34477629,3446274,
40+
bandwidth_sweep,,25,50,1024,2048,True,8765,1910,10694,33561964,3425125,903974,21137,34477605,3446262,
41+
bandwidth_sweep,,25,50,1024,2048,True,8829,1885,10733,33562036,3425173,903974,21125,34477677,3446298,
42+
bandwidth_sweep,,25,50,1024,2048,True,8788,2076,10883,33562072,3425293,903974,21125,34477713,3446418,
43+
bandwidth_sweep,,25,50,1024,2048,True,8672,2037,10726,33562084,3425257,903974,21137,34477725,3446394,
44+
bandwidth_sweep,,25,50,1024,2048,True,8734,1895,10646,33561976,3425077,903974,21137,34477617,3446214,
45+
bandwidth_sweep,,25,100,1024,2048,True,6073,1995,8087,33561964,3425041,903950,21101,34477581,3446142,
46+
bandwidth_sweep,,25,100,1024,2048,True,6079,1951,8049,33561964,3425041,903950,21113,34477581,3446154,
47+
bandwidth_sweep,,25,100,1024,2048,True,6071,1984,8074,33561964,3425041,903950,21113,34477581,3446154,
48+
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49+
bandwidth_sweep,,25,100,1024,2048,True,5987,2052,8056,33561964,3425041,903950,21113,34477581,3446154,
50+
bandwidth_sweep,,25,100,1024,2048,True,6104,2225,8347,33561964,3425041,903950,21113,34477581,3446154,
51+
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52+
bandwidth_sweep,,25,100,1024,2048,True,5973,2006,7998,33561916,3424861,903950,21113,34477533,3445974,
53+
bandwidth_sweep,,25,100,1024,2048,True,6039,2064,8121,33561964,3425017,903950,21113,34477581,3446130,
54+
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55+
bandwidth_sweep,,25,250,1024,2048,True,4257,1963,6239,33561868,3424765,903950,21101,34477485,3445866,
56+
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57+
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58+
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59+
bandwidth_sweep,,25,100,1024,2048,True,6071,2149,8238,33561964,3425041,903950,21113,34477581,3446154,
60+
bandwidth_sweep,,25,100,1024,2048,True,6050,1966,8034,33561964,3425041,903950,21113,34477581,3446154,
61+
bandwidth_sweep,,25,100,1024,2048,True,5927,1944,7889,33561964,3425017,903950,21113,34477581,3446130,
62+
bandwidth_sweep,,25,100,1024,2048,True,5975,1981,7973,33561940,3424873,903950,21101,34477557,3445974,
63+
bandwidth_sweep,,25,100,1024,2048,True,6072,1969,8061,33561964,3425041,903950,21113,34477581,3446154,
64+
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65+
bandwidth_sweep,,25,100,1024,2048,True,6011,2003,8032,33561964,3425041,903950,21113,34477581,3446154,
66+
bandwidth_sweep,,25,100,1024,2048,True,6040,1965,8022,33561964,3425017,903950,21113,34477581,3446130,
67+
bandwidth_sweep,,25,100,1024,2048,True,6001,1944,7964,33561964,3425041,903950,21113,34477581,3446154,
68+
bandwidth_sweep,,25,100,1024,2048,True,5983,1973,7974,33561964,3425029,903950,21113,34477581,3446142,
69+
bandwidth_sweep,,25,250,1024,2048,True,4274,1946,6239,33561868,3424765,903950,21101,34477485,3445866,
70+
bandwidth_sweep,,25,250,1024,2048,True,4335,1956,6310,33561868,3424777,903950,21101,34477485,3445878,
71+
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72+
bandwidth_sweep,,25,250,1024,2048,True,4330,1956,6304,33561868,3424777,903950,21101,34477485,3445878,
73+
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74+
bandwidth_sweep,,25,250,1024,2048,True,4282,1997,6298,33561868,3424765,903950,21101,34477485,3445866,
75+
bandwidth_sweep,,25,250,1024,2048,True,4332,1964,6313,33561880,3424789,903950,21101,34477497,3445890,
76+
bandwidth_sweep,,25,250,1024,2048,True,4269,1964,6252,33561868,3424765,903950,21101,34477485,3445866,
77+
bandwidth_sweep,,25,250,1024,2048,True,4226,2015,6260,33561868,3424765,903950,21101,34477485,3445866,
78+
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79+
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80+
bandwidth_sweep,,25,500,1024,2048,True,3874,2033,5926,33561844,3424729,903950,21101,34477461,3445830,
81+
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82+
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83+
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86+
bandwidth_sweep,,25,500,1024,2048,True,3964,1972,5957,33561844,3424729,903950,21113,34477461,3445842,
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88+
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89+
bandwidth_sweep,,25,1000,1024,2048,True,3737,2003,5759,33561844,3424717,903950,21101,34477461,3445818,
90+
bandwidth_sweep,,25,1000,1024,2048,True,3765,2010,5794,33561844,3424741,903950,21101,34477461,3445842,
91+
bandwidth_sweep,,25,1000,1024,2048,True,3765,1956,5739,33561844,3424717,903950,21113,34477461,3445830,
92+
bandwidth_sweep,,25,1000,1024,2048,True,3697,2107,5822,33561844,3424717,903950,21101,34477461,3445818,
93+
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94+
bandwidth_sweep,,25,1000,1024,2048,True,3804,2148,5970,33561844,3424729,903950,21101,34477461,3445830,
95+
bandwidth_sweep,,25,1000,1024,2048,True,3871,2080,5971,33561844,3424753,903950,21101,34477461,3445854,
96+
bandwidth_sweep,,25,1000,1024,2048,True,3754,2012,5782,33561844,3424717,903950,21113,34477461,3445830,
97+
bandwidth_sweep,,25,1000,1024,2048,True,3702,2259,5977,33561844,3424717,903950,21113,34477461,3445830,
98+
bandwidth_sweep,,25,1000,1024,2048,True,3731,1941,5691,33561844,3424717,903950,21113,34477461,3445830,
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group,name,latency,bandwidth,upload_size,download_size,defer_decryption,time_preprocess,time_online,time_total,uploaded_preprocess,downloaded_preprocess,uploaded_online,downloaded_online,uploaded_total,downloaded_total,heap_max_bytes
2+
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4+
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5+
bandwidth_sweep,,25,5,1024,2048,true,51684,2244,55551,29872436,3298117,716092,21229,30770063,3992040,
6+
bandwidth_sweep,,25,5,1024,2048,true,51665,2164,55353,29872422,3298313,716078,21201,30770035,3992208,
7+
bandwidth_sweep,,25,5,1024,2048,true,51651,2146,55325,29872450,3298243,716078,21215,30770063,3992152,
8+
bandwidth_sweep,,25,5,1024,2048,true,51676,2200,55420,29872450,3298313,716064,21201,30770049,3992208,
9+
bandwidth_sweep,,25,5,1024,2048,true,51665,2166,55352,29872436,3298313,716064,21201,30770035,3992208,
10+
bandwidth_sweep,,25,5,1024,2048,true,51620,2165,55307,29872394,3298159,716078,21229,30770007,3992082,
11+
bandwidth_sweep,,25,5,1024,2048,true,51647,2157,55337,29872464,3298201,716064,21215,30770063,3992110,
12+
bandwidth_sweep,,25,5,1024,2048,true,51673,2124,55363,29872450,3298229,716078,21215,30770063,3992138,
13+
bandwidth_sweep,,25,5,1024,2048,true,51640,2155,55385,29872436,3298313,716064,21201,30770021,3992208,
14+
bandwidth_sweep,,25,5,1024,2048,true,51677,2163,55356,29872408,3298103,716078,21229,30770021,3992026,
15+
bandwidth_sweep,,25,10,1024,2048,true,26507,1713,29666,29872436,3298509,716078,21215,30770049,3992418,
16+
bandwidth_sweep,,25,10,1024,2048,true,26547,1729,29759,29872380,3298243,716078,21215,30769993,3992152,
17+
bandwidth_sweep,,25,10,1024,2048,true,26510,1775,29767,29872366,3298257,716078,21215,30769979,3992166,
18+
bandwidth_sweep,,25,10,1024,2048,true,26492,1846,29768,29872436,3298243,716078,21229,30770049,3992166,
19+
bandwidth_sweep,,25,10,1024,2048,true,26536,1946,29963,29872380,3298229,716078,21229,30769979,3992152,
20+
bandwidth_sweep,,25,10,1024,2048,true,26558,1769,29800,29872394,3298285,716078,21215,30770007,3992194,
21+
bandwidth_sweep,,25,10,1024,2048,true,26548,1715,29701,29872380,3298229,716078,21229,30769993,3992152,
22+
bandwidth_sweep,,25,10,1024,2048,true,26418,1731,29592,29872506,3298173,716078,21215,30770119,3992082,
23+
bandwidth_sweep,,25,10,1024,2048,true,26591,1730,29797,29872576,3298467,716078,21229,30770175,3992390,
24+
bandwidth_sweep,,25,10,1024,2048,true,26465,1800,29739,29872394,3298313,716078,21229,30769993,3992236,
25+
bandwidth_sweep,,25,20,1024,2048,true,14009,1573,17083,29872730,3298635,716078,21215,30770329,3992544,
26+
bandwidth_sweep,,25,20,1024,2048,true,13991,1508,16977,29872660,3298761,716078,21215,30770273,3992670,
27+
bandwidth_sweep,,25,20,1024,2048,true,13993,1652,17083,29872660,3298761,716064,21215,30770259,3992670,
28+
bandwidth_sweep,,25,20,1024,2048,true,14040,1567,17110,29872702,3298803,716078,21215,30770315,3992712,
29+
bandwidth_sweep,,25,20,1024,2048,true,14036,1602,17082,29872688,3298817,716078,21215,30770301,3992726,
30+
bandwidth_sweep,,25,20,1024,2048,true,14045,1559,17046,29872702,3298803,716078,21215,30770315,3992712,
31+
bandwidth_sweep,,25,20,1024,2048,true,14051,1562,17040,29872772,3299125,716092,21215,30770399,3993034,
32+
bandwidth_sweep,,25,20,1024,2048,true,13927,1608,16991,29872730,3298677,716092,21215,30770357,3992586,
33+
bandwidth_sweep,,25,20,1024,2048,true,13954,1523,16936,29872716,3298467,716078,21201,30770329,3992362,
34+
bandwidth_sweep,,25,20,1024,2048,true,14054,1629,17157,29872772,3299125,716092,21215,30770385,3993034,
35+
bandwidth_sweep,,25,50,1024,2048,true,6462,1471,9352,29872338,3297949,716078,21201,30769951,3991844,
36+
bandwidth_sweep,,25,50,1024,2048,true,6432,1469,9335,29872310,3297949,716078,21201,30769923,3991844,
37+
bandwidth_sweep,,25,50,1024,2048,true,6420,1444,9345,29872352,3297949,716092,21201,30769965,3991844,
38+
bandwidth_sweep,,25,50,1024,2048,true,6413,1461,9361,29872422,3297991,716078,21215,30770021,3991900,
39+
bandwidth_sweep,,25,50,1024,2048,true,6435,1469,9349,29872366,3298005,716092,21215,30769993,3991914,
40+
bandwidth_sweep,,25,50,1024,2048,true,6437,1434,9360,29872366,3297935,713983,21215,30769979,3991844,
41+
bandwidth_sweep,,25,50,1024,2048,true,6469,1506,9405,29872338,3297949,716092,21201,30769965,3991844,
42+
bandwidth_sweep,,25,50,1024,2048,true,6437,1552,9421,29872310,3297935,716078,21201,30769923,3991830,
43+
bandwidth_sweep,,25,50,1024,2048,true,6442,1470,9372,29872506,3298369,716092,21215,30770119,3992278,
44+
bandwidth_sweep,,25,50,1024,2048,true,6462,1435,9319,29872338,3297949,716092,21201,30769965,3991844,
45+
bandwidth_sweep,,25,100,1024,2048,true,3987,1359,6763,29872170,3297529,716078,21229,30769783,3991452,
46+
bandwidth_sweep,,25,100,1024,2048,true,4020,1546,7049,29872212,3297739,716078,21215,30769825,3991648,
47+
bandwidth_sweep,,25,100,1024,2048,true,3978,1555,6973,29872170,3297627,716092,21215,30769797,3991536,
48+
bandwidth_sweep,,25,100,1024,2048,true,3916,1369,6741,29872212,3297599,716078,21201,30769825,3991494,
49+
bandwidth_sweep,,25,100,1024,2048,true,3941,1398,6819,29872240,3297697,716078,21215,30769839,3991606,
50+
bandwidth_sweep,,25,100,1024,2048,true,3983,1371,6814,29872198,3297697,716078,21215,30769811,3991606,
51+
bandwidth_sweep,,25,100,1024,2048,true,4029,1582,7078,29872198,3297697,716078,21215,30769797,3991606,
52+
bandwidth_sweep,,25,100,1024,2048,true,4015,1368,6821,29872198,3297683,716078,21215,30769811,3991592,
53+
bandwidth_sweep,,25,100,1024,2048,true,3984,1433,6842,29872156,3297585,716078,21201,30769769,3991480,
54+
bandwidth_sweep,,25,100,1024,2048,true,3978,1449,6900,29872198,3297697,716078,21215,30769811,3991606,
55+
bandwidth_sweep,,25,250,1024,2048,true,2422,1369,5230,29872086,3297403,716078,21201,30769699,3991298,
56+
bandwidth_sweep,,25,250,1024,2048,true,2530,1351,5324,29872100,3297459,716078,21201,30769713,3991354,
57+
bandwidth_sweep,,25,250,1024,2048,true,2522,1410,5365,29872100,3297459,716078,21201,30769713,3991354,
58+
bandwidth_sweep,,25,250,1024,2048,true,2419,1376,5238,29872100,3297417,716078,21215,30769713,3991326,
59+
bandwidth_sweep,,25,250,1024,2048,true,2490,1614,5544,29872058,3297417,716078,21215,30769671,3991326,
60+
bandwidth_sweep,,25,250,1024,2048,true,2542,1365,5333,29872086,3297459,716078,21201,30769699,3991354,
61+
bandwidth_sweep,,25,250,1024,2048,true,2337,1368,5136,29872100,3297403,716078,21215,30769713,3991312,
62+
bandwidth_sweep,,25,250,1024,2048,true,2555,1368,5420,29872072,3297445,716078,21215,30769671,3991354,
63+
bandwidth_sweep,,25,250,1024,2048,true,2439,1367,5289,29872086,3297403,716078,21201,30769699,3991298,
64+
bandwidth_sweep,,25,250,1024,2048,true,2475,1346,5263,29872058,3297459,716078,21201,30769671,3991354,
65+
bandwidth_sweep,,25,500,1024,2048,true,2107,1434,4994,29872030,3297319,716078,21229,30769629,3991242,
66+
bandwidth_sweep,,25,500,1024,2048,true,2118,1358,4935,29872030,3297333,716078,21215,30769643,3991242,
67+
bandwidth_sweep,,25,500,1024,2048,true,2137,1366,4914,29872030,3297333,716078,21215,30769643,3991242,
68+
bandwidth_sweep,,25,500,1024,2048,true,2098,1347,4912,29872030,3297347,716078,21215,30769629,3991256,
69+
bandwidth_sweep,,25,500,1024,2048,true,2106,1418,5017,29872030,3297319,716078,21215,30769643,3991228,
70+
bandwidth_sweep,,25,500,1024,2048,true,2069,1372,4880,29872030,3297319,716078,21229,30769643,3991242,
71+
bandwidth_sweep,,25,500,1024,2048,true,2144,1596,5202,29872016,3297319,716078,21215,30769629,3991228,
72+
bandwidth_sweep,,25,500,1024,2048,true,2040,1415,4900,29872044,3297333,716078,21201,30769657,3991228,
73+
bandwidth_sweep,,25,500,1024,2048,true,2031,1453,4962,29872016,3297319,716078,21201,30769629,3991214,
74+
bandwidth_sweep,,25,500,1024,2048,true,2101,1570,5101,29872058,3297319,716078,21215,30769671,3991228,
75+
bandwidth_sweep,,25,1000,1024,2048,true,1988,1409,4838,29872016,3297319,716064,21215,30769615,3991228,
76+
bandwidth_sweep,,25,1000,1024,2048,true,1994,1420,4893,29872044,3297319,716078,21201,30769643,3991214,
77+
bandwidth_sweep,,25,1000,1024,2048,true,2198,1368,4990,29872030,3297347,716078,21215,30769643,3991256,
78+
bandwidth_sweep,,25,1000,1024,2048,true,2061,1363,4906,29872030,3297333,716078,21215,30769643,3991242,
79+
bandwidth_sweep,,25,1000,1024,2048,true,2015,1459,4918,29872044,3297305,716078,21215,30769657,3991214,
80+
bandwidth_sweep,,25,1000,1024,2048,true,2167,1496,5131,29872016,3297333,716092,21215,30769629,3991242,
81+
bandwidth_sweep,,25,1000,1024,2048,true,2099,1421,4999,29872016,3297333,716078,21215,30769615,3991242,
82+
bandwidth_sweep,,25,1000,1024,2048,true,2020,1457,4921,29872044,3297347,716078,21201,30769657,3991242,
83+
bandwidth_sweep,,25,1000,1024,2048,true,2077,1440,4942,29872030,3297333,716078,21215,30769643,3991242,
84+
bandwidth_sweep,,25,1000,1024,2048,true,2197,1370,5037,29872030,3297361,716078,21215,30769629,3991270,

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