Geekbench ML Score

649
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

User aebrownleeiv
Upload Date August 16 2024 06:38 PM
Views 2

System Information

System Information
Operating System Debian GNU/Linux 12 (bookworm)
Model iXsystems RS520-E9-RS12-E-IXN
Motherboard ASUSTeK COMPUTER INC. Z11PR-D16 Series
CPU Information
Name Intel Xeon Gold 6226R
Topology 2 Processors, 32 Cores, 64 Threads
Identifier GenuineIntel Family 6 Model 85 Stepping 7
Base Frequency 3.90 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 16
L1 Data Cache32.0 KB x 16
L2 Cache1.00 MB x 16
L3 Cache22.0 MB x 1
Memory Information
Size 251.51 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1178
220.4 IPS
 
Image Classification (F16)
100% 1064
199.1 IPS
 
Image Classification (I8)
99% 351
65.8 IPS
 
Image Segmentation (F32)
100% 1269
21.2 IPS
 
Image Segmentation (F16)
100% 784
13.1 IPS
 
Image Segmentation (I8)
98% 619
10.3 IPS
 
Pose Estimation (F32)
100% 1592
1.93 IPS
 
Pose Estimation (F16)
100% 1558
1.89 IPS
 
Pose Estimation (I8)
100% 2311
2.80 IPS
 
Object Detection (F32)
100% 391
29.2 IPS
 
Object Detection (F16)
100% 241
18.0 IPS
 
Object Detection (I8)
65% 376
28.1 IPS
 
Face Detection (F32)
100% 875
10.4 IPS
 
Face Detection (F16)
100% 2030
24.1 IPS
 
Face Detection (I8)
87% 944
11.2 IPS
 
Depth Estimation (F32)
100% 1556
12.1 IPS
 
Depth Estimation (F16)
100% 1429
11.1 IPS
 
Depth Estimation (I8)
95% 835
6.48 IPS
 
Style Transfer (F32)
100% 1818
2.39 IPS
 
Style Transfer (F16)
100% 1778
2.34 IPS
 
Style Transfer (I8)
98% 3738
4.92 IPS
 
Image Super-Resolution (F32)
100% 441
15.7 IPS
 
Image Super-Resolution (F16)
100% 489
17.5 IPS
 
Image Super-Resolution (I8)
98% 352
12.6 IPS
 
Text Classification (F32)
100% 56
81.2 IPS
 
Text Classification (F16)
100% 713
1.02 KIPS
 
Text Classification (I8)
92% 60
85.9 IPS
 
Machine Translation (F32)
100% 152
2.81 IPS
 
Machine Translation (F16)
100% 161
2.96 IPS
 
Machine Translation (I8)
62% 259
4.76 IPS
 

Compare

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