Geekbench ML Score

93
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux x86 (64-bit)

Result Information

Upload Date July 06 2024 09:53 PM
Views 2

System Information

System Information
Operating System Ubuntu 24.04 LTS
Model Supermicro X9DRE-TF+/X9DR7-TF+
Motherboard Supermicro X9DRE-TF+/X9DR7-TF+
CPU Information
Name Intel Xeon E5-2680 v2
Topology 2 Processors, 20 Cores, 40 Threads
Identifier GenuineIntel Family 6 Model 62 Stepping 4
Base Frequency 3.60 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 10
L1 Data Cache32.0 KB x 10
L2 Cache256 KB x 10
L3 Cache25.0 MB x 1
Memory Information
Size 125.84 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 61
11.3 IPS
 
Image Classification (F16)
100% 61
11.3 IPS
 
Image Classification (I8)
97% 46
8.55 IPS
 
Image Segmentation (F32)
100% 84
1.41 IPS
 
Image Segmentation (F16)
100% 84
1.40 IPS
 
Image Segmentation (I8)
98% 59
0.99 IPS
 
Pose Estimation (F32)
100% 99
0.12 IPS
 
Pose Estimation (F16)
100% 99
0.12 IPS
 
Pose Estimation (I8)
100% 80
0.10 IPS
 
Object Detection (F32)
100% 64
4.75 IPS
 
Object Detection (F16)
100% 63
4.73 IPS
 
Object Detection (I8)
68% 49
3.63 IPS
 
Face Detection (F32)
100% 197
2.35 IPS
 
Face Detection (F16)
100% 198
2.35 IPS
 
Face Detection (I8)
87% 145
1.73 IPS
 
Depth Estimation (F32)
100% 145
1.12 IPS
 
Depth Estimation (F16)
100% 144
1.12 IPS
 
Depth Estimation (I8)
95% 110
0.85 IPS
 
Style Transfer (F32)
100% 295
0.39 IPS
 
Style Transfer (F16)
100% 295
0.39 IPS
 
Style Transfer (I8)
98% 241
0.32 IPS
 
Image Super-Resolution (F32)
100% 68
2.45 IPS
 
Image Super-Resolution (F16)
100% 68
2.44 IPS
 
Image Super-Resolution (I8)
98% 51
1.82 IPS
 
Text Classification (F32)
100% 62
88.9 IPS
 
Text Classification (F16)
100% 61
88.2 IPS
 
Text Classification (I8)
92% 41
58.4 IPS
 
Machine Translation (F32)
100% 131
2.42 IPS
 
Machine Translation (F16)
100% 132
2.43 IPS
 
Machine Translation (I8)
62% 80
1.47 IPS
 

Compare

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