Geekbench ML Score

911
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 16 2024 06:37 PM
Views 1

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% 1150
215.2 IPS
 
Image Classification (F16)
100% 1079
202.0 IPS
 
Image Classification (I8)
99% 760
142.1 IPS
 
Image Segmentation (F32)
100% 1834
30.6 IPS
 
Image Segmentation (F16)
100% 1845
30.8 IPS
 
Image Segmentation (I8)
98% 679
11.3 IPS
 
Pose Estimation (F32)
100% 1626
1.97 IPS
 
Pose Estimation (F16)
100% 2023
2.45 IPS
 
Pose Estimation (I8)
100% 2615
3.17 IPS
 
Object Detection (F32)
100% 860
64.2 IPS
 
Object Detection (F16)
100% 943
70.4 IPS
 
Object Detection (I8)
65% 625
46.7 IPS
 
Face Detection (F32)
100% 2101
25.0 IPS
 
Face Detection (F16)
100% 1053
12.5 IPS
 
Face Detection (I8)
87% 1290
15.3 IPS
 
Depth Estimation (F32)
100% 1110
8.60 IPS
 
Depth Estimation (F16)
100% 784
6.08 IPS
 
Depth Estimation (I8)
95% 827
6.42 IPS
 
Style Transfer (F32)
100% 1869
2.46 IPS
 
Style Transfer (F16)
100% 1789
2.35 IPS
 
Style Transfer (I8)
98% 3222
4.24 IPS
 
Image Super-Resolution (F32)
100% 1058
37.8 IPS
 
Image Super-Resolution (F16)
100% 375
13.4 IPS
 
Image Super-Resolution (I8)
98% 703
25.1 IPS
 
Text Classification (F32)
100% 421
604.7 IPS
 
Text Classification (F16)
100% 779
1.12 KIPS
 
Text Classification (I8)
92% 238
342.5 IPS
 
Machine Translation (F32)
100% 556
10.2 IPS
 
Machine Translation (F16)
100% 420
7.73 IPS
 
Machine Translation (I8)
62% 58
1.06 IPS
 

Compare

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