The CANDLE benchmark codes implement deep learning architectures relevant to problems in cancer. These architectures address problems at different biological scales, specifically problems at the molecular, cellular and population scales.
Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.
Component
Details
Percentile Rank
# Compatible Public Results
Seconds (Average)
Zen 3 [16 Cores / 32 Threads]
95th
5
28
Rocket Lake [8 Cores / 16 Threads]
91st
5
29
Alder Lake [12 Cores / 20 Threads]
90th
4
29 +/- 2
Zen 3 [8 Cores / 16 Threads]
89th
5
29 +/- 1
Zen 3 [32 Cores / 64 Threads]
86th
12
30 +/- 3
Zen 3 [12 Cores / 24 Threads]
81st
6
31 +/- 1
Zen 3 [8 Cores / 16 Threads]
80th
3
31 +/- 1
Tiger Lake [4 Cores / 8 Threads]
74th
3
32 +/- 2
Zen 3 [32 Cores / 64 Threads]
74th
6
32
Zen 3 [64 Cores / 128 Threads]
71st
16
33 +/- 2
Zen 2 [32 Cores / 64 Threads]
69th
3
34 +/- 1
Zen 3 [32 Cores / 64 Threads]
68th
4
34
Zen 3 [8 Cores / 16 Threads]
65th
3
35
Ice Lake [4 Cores / 8 Threads]
61st
4
36 +/- 1
Zen 2 [64 Cores / 128 Threads]
61st
6
36
Comet Lake [6 Cores / 12 Threads]
53rd
3
37
Zen 2 [16 Cores / 32 Threads]
52nd
4
38
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
49th
3
38
Kaby/Coffee/Whiskey Lake [6 Cores / 12 Threads]
48th
3
38 +/- 1
Kaby/Coffee/Whiskey Lake [8 Cores / 16 Threads]
48th
4
38
Zen 2 [24 Cores / 48 Threads]
47th
3
38 +/- 4
Zen 3 [8 Cores / 16 Threads]
46th
6
39 +/- 2
Zen 3 [128 Cores / 256 Threads]
45th
8
40 +/- 3
Cascade Lake [18 Cores / 36 Threads]
45th
4
40 +/- 2
Zen 3 [128 Cores / 256 Threads]
42nd
3
41 +/- 1
Zen 2 [6 Cores / 12 Threads]
37th
4
42 +/- 1
Zen+ [24 Cores / 48 Threads]
33rd
3
43 +/- 1
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
33rd
3
43 +/- 1
Ice Lake [80 Cores / 160 Threads]
33rd
4
44 +/- 3
Zen 2 [64 Cores / 128 Threads]
31st
6
44
Cascade Lake [16 Cores / 32 Threads]
29th
3
44
Zen 2 [8 Cores / 16 Threads]
25th
3
45 +/- 1
Kaby/Coffee/Whiskey Lake [6 Cores / 6 Threads]
24th
4
45 +/- 1
Zen 2 [8 Cores / 8 Threads]
23rd
3
46 +/- 1
Skylake [8 Cores / 8 Threads]
23rd
3
46 +/- 1
Cascade Lake [56 Cores / 112 Threads]
20th
3
46
Comet Lake [8 Cores / 16 Threads]
18th
3
47 +/- 1
Zen 2 [6 Cores / 6 Threads]
17th
3
47 +/- 1
Zen 2 [6 Cores / 12 Threads]
16th
4
48 +/- 1
Zen 2 [128 Cores / 256 Threads]
15th
4
48
Cascade Lake [48 Cores / 96 Threads]
13th
3
48 +/- 1
Kaby/Coffee/Whiskey Lake [2 Cores / 8 Threads]
10th
3
51
Broadwell [12 Cores / 12 Threads]
8th
3
52
Kaby/Coffee/Whiskey Lake [4 Cores / 8 Threads]
6th
3
53 +/- 2
Skylake [4 Cores / 4 Threads]
5th
3
60
Broadwell [8 Cores / 8 Threads]
4th
3
94 +/- 4
Bulldozer [8 Cores / 8 Threads]
2nd
3
131 +/- 3