Geekbench ML Score

183
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 09 2022 05:16 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% 79
8.42 IPS
 
Image Classification (F16)
100% 75
8.04 IPS
 
Image Classification (I8)
81% 220
23.5 IPS
 
Image Segmentation (F32)
100% 260
1.61 IPS
 
Image Segmentation (F16)
100% 247
1.53 IPS
 
Image Segmentation (I8)
89% 606
3.75 IPS
 
Pose Estimation (F32)
100% 132
0.53 IPS
 
Pose Estimation (F16)
100% 129
0.52 IPS
 
Pose Estimation (I8)
80% 158
0.64 IPS
 
Object Detection (F32)
100% 121
4.23 IPS
 
Object Detection (F16)
100% 120
4.20 IPS
 
Object Detection (I8)
52% 258
9.07 IPS
 
Face Detection (F32)
100% 217
2.49 IPS
 
Face Detection (F16)
100% 212
2.44 IPS
 
Face Detection (I8)
75% 416
4.78 IPS
 
Text Classification (F32)
100% 138
54.7 IPS
 
Text Classification (F16)
100% 142
56.3 IPS
 
Machine Translation (F32)
100% 230
35.4 IPS
 
Machine Translation (F16)
100% 237
36.6 IPS
 

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