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
8
5929 +/- 524
Granite Rapids [256 Cores / 512 Threads]
99th
10
5298 +/- 520
Zen 4 [192 Cores / 384 Threads]
97th
7
2894 +/- 276
Zen 4 [256 Cores / 512 Threads]
97th
5
2832 +/- 13
Zen 4 [128 Cores / 256 Threads]
96th
7
2669 +/- 14
Zen 4 [64 Cores / 128 Threads]
95th
7
2600 +/- 27
Zen 3 [128 Cores / 256 Threads]
94th
8
2529 +/- 90
Sapphire Rapids [120 Cores / 240 Threads]
91st
11
1799 +/- 37
Zen 4 [32 Cores / 64 Threads]
90th
4
1490 +/- 4
Zen 4 [128 Cores / 256 Threads]
89th
11
1461 +/- 5
Zen 4 [32 Cores / 64 Threads]
87th
4
1245 +/- 2
Ice Lake [80 Cores / 160 Threads]
86th
11
1173 +/- 47
Zen 4 [96 Cores / 192 Threads]
85th
7
1057 +/- 3
Sapphire Rapids [60 Cores / 120 Threads]
84th
3
973 +/- 11
Sapphire Rapids [52 Cores / 104 Threads]
83rd
3
959 +/- 1
Zen 3 [128 Cores / 256 Threads]
83rd
6
942 +/- 30
Zen 3 [32 Cores / 64 Threads]
80th
3
729 +/- 7
Arrow Lake [24 Cores / 24 Threads]
75th
16
347 +/- 37
Zen 3 [24 Cores / 48 Threads]
74th
6
328 +/- 29
Arrow Lake [14 Cores / 14 Threads]
74th
5
327 +/- 8
Zen 2 [32 Cores / 64 Threads]
73rd
4
319
Raptor Lake [24 Cores / 32 Threads]
71st
8
302 +/- 1
Raptor Lake [24 Cores / 32 Threads]
69th
8
292 +/- 10
Raptor Lake [14 Cores / 20 Threads]
68th
7
274 +/- 2
Raptor Lake [14 Cores / 20 Threads]
67th
3
264
Zen 4 [8 Cores / 16 Threads]
66th
7
260 +/- 6
Raptor Lake [10 Cores / 16 Threads]
65th
3
259
Zen 4 [6 Cores / 12 Threads]
65th
4
259
Raptor Lake [14 Cores / 20 Threads]
64th
7
253 +/- 21
Zen 4 [6 Cores / 12 Threads]
62nd
9
248 +/- 13
Zen 5 [8 Cores / 16 Threads]
59th
9
243 +/- 8
Zen 5 [16 Cores / 32 Threads]
59th
17
242 +/- 9
Zen 5 [8 Cores / 16 Threads]
54th
10
237
Zen 2 [64 Cores / 128 Threads]
51st
3
235 +/- 1
Zen 5 [12 Cores / 24 Threads]
51st
7
235 +/- 2
Zen 5 [6 Cores / 12 Threads]
49th
10
232 +/- 3
Zen 4 [16 Cores / 32 Threads]
48th
15
230 +/- 17
Zen 4 [12 Cores / 24 Threads]
48th
13
230 +/- 15
Zen 4 [8 Cores / 16 Threads]
48th
11
229 +/- 13
Zen 4 [16 Cores / 32 Threads]
48th
13
229 +/- 15
Zen 5 [10 Cores / 20 Threads]
46th
7
224
Cascade Lake [18 Cores / 36 Threads]
45th
6
223
Zen 4 [8 Cores / 16 Threads]
45th
12
223 +/- 12
Zen 5 [12 Cores / 24 Threads]
45th
14
223 +/- 14
Zen 4 [8 Cores / 16 Threads]
44th
12
222 +/- 13
Zen 4 [12 Cores / 24 Threads]
44th
15
222 +/- 16
Raptor Lake [10 Cores / 16 Threads]
44th
5
221
Zen 4 [12 Cores / 24 Threads]
44th
20
221 +/- 14
Zen 4 [6 Cores / 12 Threads]
42nd
6
218 +/- 11
Raptor Lake [4 Cores / 8 Threads]
41st
8
217 +/- 6
Zen 4 [6 Cores / 12 Threads]
32nd
12
206 +/- 16
Zen 4 [8 Cores / 16 Threads]
30th
6
201 +/- 8
Meteor Lake [16 Cores / 22 Threads]
27th
6
180 +/- 13
Zen 4 [8 Cores / 16 Threads]
26th
3
177
Zen 4 [8 Cores / 16 Threads]
26th
16
168 +/- 7
Alder Lake [10 Cores / 16 Threads]
25th
4
167 +/- 1
Zen 3 [8 Cores / 16 Threads]
19th
10
140 +/- 4
Tiger Lake [4 Cores / 8 Threads]
18th
9
138
Zen 3 [6 Cores / 12 Threads]
17th
6
136 +/- 2
Zen 3 [6 Cores / 12 Threads]
17th
5
136 +/- 5
Tiger Lake [4 Cores / 8 Threads]
15th
12
135 +/- 2
Zen 3 [8 Cores / 16 Threads]
14th
8
130 +/- 9
Zen 3 [8 Cores / 16 Threads]
14th
11
129 +/- 11
Zen 3 [16 Cores / 32 Threads]
14th
9
129 +/- 19
Zen 3 [12 Cores / 24 Threads]
14th
7
127 +/- 11
Zen 2 [12 Cores / 24 Threads]
10th
4
113
Rocket Lake [6 Cores / 12 Threads]
9th
7
110
Rocket Lake [8 Cores / 16 Threads]
9th
10
110
Zen 2 [6 Cores / 12 Threads]
7th
6
104
Zen 3 [8 Cores / 16 Threads]
6th
9
97 +/- 3
Kaby/Coffee/Whiskey Lake [2 Cores / 8 Threads]
5th
4
91
Zen 2 [8 Cores / 8 Threads]
5th
5
91
Zen 2 [6 Cores / 6 Threads]
4th
4
90
Ice Lake [4 Cores / 8 Threads]
3rd
6
88 +/- 2
Zen 3 [8 Cores / 16 Threads]
2nd
5
77
