Geekbench ML Score

168
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date June 11 2024 07:26 PM
Views 1

System Information

System Information
Operating System Ubuntu 22.04.4 LTS
Model Vultr VCG
Motherboard N/A
CPU Information
Name Intel Core Processor (Broadwell, no TSX, IBRS)
Topology 1 Processor, 3 Cores
Identifier GenuineIntel Family 6 Model 61 Stepping 2
Base Frequency 2.79 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 3
L1 Data Cache32.0 KB x 3
L2 Cache4.00 MB x 3
L3 Cache16.0 MB x 1
Memory Information
Size 31.33 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 75
14.0 IPS
 
Image Classification (F16)
100% 75
14.1 IPS
 
Image Classification (I8)
99% 68
12.7 IPS
 
Image Segmentation (F32)
100% 243
4.06 IPS
 
Image Segmentation (F16)
100% 250
4.17 IPS
 
Image Segmentation (I8)
98% 165
2.75 IPS
 
Pose Estimation (F32)
100% 616
0.75 IPS
 
Pose Estimation (F16)
100% 646
0.78 IPS
 
Pose Estimation (I8)
100% 478
0.58 IPS
 
Object Detection (F32)
100% 106
7.93 IPS
 
Object Detection (F16)
100% 104
7.77 IPS
 
Object Detection (I8)
65% 86
6.41 IPS
 
Face Detection (F32)
100% 321
3.81 IPS
 
Face Detection (F16)
100% 315
3.74 IPS
 
Face Detection (I8)
87% 243
2.89 IPS
 
Depth Estimation (F32)
100% 322
2.49 IPS
 
Depth Estimation (F16)
100% 360
2.79 IPS
 
Depth Estimation (I8)
95% 297
2.30 IPS
 
Style Transfer (F32)
100% 1079
1.42 IPS
 
Style Transfer (F16)
100% 1069
1.41 IPS
 
Style Transfer (I8)
98% 1132
1.49 IPS
 
Image Super-Resolution (F32)
100% 186
6.66 IPS
 
Image Super-Resolution (F16)
100% 192
6.87 IPS
 
Image Super-Resolution (I8)
98% 167
5.95 IPS
 
Text Classification (F32)
100% 15
21.5 IPS
 
Text Classification (F16)
100% 15
21.4 IPS
 
Text Classification (I8)
92% 16
22.4 IPS
 
Machine Translation (F32)
100% 75
1.38 IPS
 
Machine Translation (F16)
100% 76
1.39 IPS
 
Machine Translation (I8)
62% 72
1.32 IPS
 

Compare

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