Geekbench ML Score

938
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date October 21 2024 10:27 PM
Views 1

System Information

System Information
Operating System Gentoo Linux
Model Giga Computing MZ73-LM0-000
Motherboard Giga Computing MZ73-LM0-000
CPU Information
Name AMD EPYC 9654
Topology 2 Processors, 192 Cores, 384 Threads
Identifier AuthenticAMD Family 25 Model 17 Stepping 1
Base Frequency 3.71 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 96
L1 Data Cache32.0 KB x 96
L2 Cache1.00 MB x 96
L3 Cache16.0 MB x 12
Memory Information
Size 125.46 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 444
83.0 IPS
 
Image Classification (F16)
100% 430
80.5 IPS
 
Image Classification (I8)
99% 507
95.0 IPS
 
Image Segmentation (F32)
100% 1600
26.7 IPS
 
Image Segmentation (F16)
100% 1612
26.9 IPS
 
Image Segmentation (I8)
98% 1142
19.1 IPS
 
Pose Estimation (F32)
100% 1571
1.90 IPS
 
Pose Estimation (F16)
100% 1642
1.99 IPS
 
Pose Estimation (I8)
100% 3464
4.19 IPS
 
Object Detection (F32)
100% 737
55.0 IPS
 
Object Detection (F16)
100% 740
55.3 IPS
 
Object Detection (I8)
65% 963
71.9 IPS
 
Face Detection (F32)
100% 901
10.7 IPS
 
Face Detection (F16)
100% 921
10.9 IPS
 
Face Detection (I8)
87% 1565
18.6 IPS
 
Depth Estimation (F32)
100% 835
6.47 IPS
 
Depth Estimation (F16)
100% 791
6.13 IPS
 
Depth Estimation (I8)
95% 1367
10.6 IPS
 
Style Transfer (F32)
100% 1488
1.96 IPS
 
Style Transfer (F16)
100% 1857
2.44 IPS
 
Style Transfer (I8)
98% 4103
5.40 IPS
 
Image Super-Resolution (F32)
100% 408
14.6 IPS
 
Image Super-Resolution (F16)
100% 392
14.0 IPS
 
Image Super-Resolution (I8)
98% 756
27.0 IPS
 
Text Classification (F32)
100% 445
639.3 IPS
 
Text Classification (F16)
100% 435
625.5 IPS
 
Text Classification (I8)
92% 311
447.1 IPS
 
Machine Translation (F32)
100% 1398
25.7 IPS
 
Machine Translation (F16)
100% 1290
23.7 IPS
 
Machine Translation (I8)
62% 646
11.9 IPS
 

Compare

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