Libxsmm is an open-source library for specialized dense and sparse matrix operations and deep learning primitives. Libxsmm supports making use of Intel AMX, AVX-512, and other modern CPU instruction set capabilities.
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
GFLOPS/s (Average)
Zen 4 [192 Cores / 384 Threads]
100th
7
5327 +/- 274
Granite Rapids [256 Cores / 512 Threads]
99th
8
3382 +/- 333
Zen 4 [64 Cores / 128 Threads]
98th
7
2364 +/- 9
Zen 4 [192 Cores / 384 Threads]
97th
7
1641 +/- 152
Zen 4 [256 Cores / 512 Threads]
96th
5
1489 +/- 9
Zen 4 [32 Cores / 64 Threads]
95th
4
1428 +/- 5
Zen 4 [128 Cores / 256 Threads]
94th
7
1404 +/- 5
Zen 3 [128 Cores / 256 Threads]
93rd
8
1344 +/- 100
Zen 4 [32 Cores / 64 Threads]
91st
4
974 +/- 8
Sapphire Rapids [120 Cores / 240 Threads]
90th
9
953 +/- 14
Zen 4 [128 Cores / 256 Threads]
89th
7
759 +/- 3
Ice Lake [80 Cores / 160 Threads]
87th
11
623 +/- 14
Zen 4 [96 Cores / 192 Threads]
86th
7
556 +/- 2
Zen 3 [128 Cores / 256 Threads]
84th
6
493 +/- 37
Sapphire Rapids [52 Cores / 104 Threads]
84th
3
489 +/- 1
Zen 3 [32 Cores / 64 Threads]
83rd
3
480 +/- 8
Arrow Lake [24 Cores / 24 Threads]
74th
16
180 +/- 20
Arrow Lake [14 Cores / 14 Threads]
74th
5
175 +/- 6
Zen 3 [24 Cores / 48 Threads]
74th
6
169 +/- 13
Zen 2 [32 Cores / 64 Threads]
73rd
4
161
Raptor Lake [24 Cores / 32 Threads]
70th
8
159
Raptor Lake [14 Cores / 20 Threads]
69th
7
158
Raptor Lake [24 Cores / 32 Threads]
69th
8
158 +/- 2
Raptor Lake [10 Cores / 16 Threads]
68th
3
155
Raptor Lake [14 Cores / 20 Threads]
67th
3
145
Raptor Lake [14 Cores / 20 Threads]
66th
7
140 +/- 10
Raptor Lake [10 Cores / 16 Threads]
65th
5
133
Zen 4 [6 Cores / 12 Threads]
65th
4
133
Raptor Lake [4 Cores / 8 Threads]
64th
8
132
Zen 4 [6 Cores / 12 Threads]
61st
9
128 +/- 5
Zen 4 [8 Cores / 16 Threads]
61st
7
127 +/- 2
Zen 5 [8 Cores / 16 Threads]
60th
9
126 +/- 2
Zen 5 [10 Cores / 20 Threads]
59th
7
124
Zen 5 [16 Cores / 32 Threads]
57th
17
123 +/- 4
Meteor Lake [16 Cores / 22 Threads]
55th
6
122 +/- 8
Zen 5 [12 Cores / 24 Threads]
47th
14
120 +/- 1
Zen 5 [12 Cores / 24 Threads]
47th
7
120
Zen 5 [8 Cores / 16 Threads]
47th
10
120 +/- 1
Zen 4 [6 Cores / 12 Threads]
44th
6
119 +/- 7
Zen 2 [64 Cores / 128 Threads]
43rd
3
118 +/- 2
Zen 5 [6 Cores / 12 Threads]
43rd
10
118 +/- 2
Zen 4 [8 Cores / 16 Threads]
42nd
11
116 +/- 7
Zen 4 [12 Cores / 24 Threads]
42nd
13
115 +/- 7
Zen 4 [16 Cores / 32 Threads]
41st
15
114 +/- 8
Zen 4 [16 Cores / 32 Threads]
41st
13
113 +/- 7
Zen 4 [8 Cores / 16 Threads]
41st
12
113 +/- 6
Zen 4 [8 Cores / 16 Threads]
40th
12
112 +/- 7
Zen 4 [6 Cores / 12 Threads]
40th
12
111 +/- 9
Zen 4 [12 Cores / 24 Threads]
40th
18
110 +/- 7
Zen 4 [12 Cores / 24 Threads]
40th
20
110 +/- 7
Lunar Lake [8 Cores / 8 Threads]
30th
4
107 +/- 15
Zen 4 [8 Cores / 16 Threads]
30th
6
107
Cascade Lake [18 Cores / 36 Threads]
30th
6
107
Zen 4 [8 Cores / 16 Threads]
26th
15
101 +/- 6
Tiger Lake [4 Cores / 8 Threads]
24th
9
99
Tiger Lake [4 Cores / 8 Threads]
24th
9
99 +/- 1
Alder Lake [10 Cores / 16 Threads]
22nd
4
96
Zen 4 [8 Cores / 16 Threads]
20th
3
84
Zen 4 [8 Cores / 16 Threads]
20th
11
83 +/- 1
Ice Lake [4 Cores / 8 Threads]
16th
4
71 +/- 1
Zen 3 [8 Cores / 16 Threads]
16th
10
71
Zen 3 [6 Cores / 12 Threads]
15th
6
68 +/- 2
Zen 3 [6 Cores / 12 Threads]
14th
5
65 +/- 4
Zen 3 [8 Cores / 16 Threads]
14th
8
63 +/- 6
Zen 3 [8 Cores / 16 Threads]
14th
11
63 +/- 7
Zen 3 [12 Cores / 24 Threads]
13th
7
59 +/- 7
Zen 2 [6 Cores / 12 Threads]
11th
6
57
Rocket Lake [6 Cores / 12 Threads]
10th
7
57
Rocket Lake [8 Cores / 16 Threads]
8th
10
56
Zen 2 [12 Cores / 24 Threads]
7th
4
55
Zen 3 [8 Cores / 16 Threads]
5th
9
51 +/- 1
Zen 2 [6 Cores / 6 Threads]
4th
4
50 +/- 1
Zen 2 [8 Cores / 8 Threads]
3rd
5
48
Kaby/Coffee/Whiskey Lake [2 Cores / 8 Threads]
3rd
4
48
Zen 3 [8 Cores / 16 Threads]
2nd
5
40 +/- 1
