Geekbench ML Score

155
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date June 11 2024 07:41 PM
Views 1

System Information

System Information
Operating System Ubuntu 22.04.4 LTS
Model Vultr VCG
Motherboard N/A
CPU Information
Name Intel Xeon Processor (Cascadelake)
Topology 1 Processor, 1 Core
Identifier GenuineIntel Family 6 Model 85 Stepping 6
Base Frequency 2.99 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache4.00 MB x 1
L3 Cache16.0 MB x 1
Memory Information
Size 11.67 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 99
18.5 IPS
 
Image Classification (F16)
100% 100
18.7 IPS
 
Image Classification (I8)
99% 63
11.8 IPS
 
Image Segmentation (F32)
100% 125
2.09 IPS
 
Image Segmentation (F16)
100% 130
2.18 IPS
 
Image Segmentation (I8)
98% 80
1.33 IPS
 
Pose Estimation (F32)
100% 148
0.18 IPS
 
Pose Estimation (F16)
100% 152
0.18 IPS
 
Pose Estimation (I8)
100% 142
0.17 IPS
 
Object Detection (F32)
100% 120
8.95 IPS
 
Object Detection (F16)
100% 119
8.89 IPS
 
Object Detection (I8)
65% 75
5.58 IPS
 
Face Detection (F32)
100% 208
2.48 IPS
 
Face Detection (F16)
100% 222
2.64 IPS
 
Face Detection (I8)
87% 159
1.89 IPS
 
Depth Estimation (F32)
100% 213
1.65 IPS
 
Depth Estimation (F16)
100% 203
1.58 IPS
 
Depth Estimation (I8)
95% 175
1.36 IPS
 
Style Transfer (F32)
100% 283
0.37 IPS
 
Style Transfer (F16)
100% 277
0.36 IPS
 
Style Transfer (I8)
98% 309
0.41 IPS
 
Image Super-Resolution (F32)
100% 142
5.06 IPS
 
Image Super-Resolution (F16)
100% 145
5.17 IPS
 
Image Super-Resolution (I8)
98% 108
3.85 IPS
 
Text Classification (F32)
100% 309
444.3 IPS
 
Text Classification (F16)
100% 324
465.5 IPS
 
Text Classification (I8)
92% 142
204.6 IPS
 
Machine Translation (F32)
100% 194
3.56 IPS
 
Machine Translation (F16)
100% 200
3.69 IPS
 
Machine Translation (I8)
62% 125
2.30 IPS
 

Compare

Set Baseline Geekbench 6 now available