Geekbench ML Score

197
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 09 2022 05:02 AM
Views 1

System Information

System Information
Operating System Android 13
Model samsung SM-M536B
Model IDsamsung SM-M536B
Motherboard m53x
CPU Information
Name ARM MT6877V/ZA
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 0
Base Frequency 2.00 GHz
Cluster 16 Cores @ 2.00 GHz
Cluster 22 Cores @ 2.40 GHz
Memory Information
Size 7.36 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 100
10.7 IPS
 
Image Classification (F16)
100% 85
9.16 IPS
 
Image Classification (I8)
81% 215
23.0 IPS
 
Image Segmentation (F32)
100% 263
1.62 IPS
 
Image Segmentation (F16)
100% 253
1.56 IPS
 
Image Segmentation (I8)
89% 605
3.74 IPS
 
Pose Estimation (F32)
100% 129
0.52 IPS
 
Pose Estimation (F16)
100% 133
0.54 IPS
 
Pose Estimation (I8)
80% 160
0.65 IPS
 
Object Detection (F32)
100% 123
4.33 IPS
 
Object Detection (F16)
100% 124
4.36 IPS
 
Object Detection (I8)
52% 252
8.84 IPS
 
Face Detection (F32)
100% 287
3.30 IPS
 
Face Detection (F16)
100% 220
2.52 IPS
 
Face Detection (I8)
75% 411
4.72 IPS
 
Text Classification (F32)
100% 203
80.3 IPS
 
Text Classification (F16)
100% 191
75.6 IPS
 
Machine Translation (F32)
100% 228
35.2 IPS
 
Machine Translation (F16)
100% 234
36.0 IPS
 

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