Geekbench ML Score

77
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 31 2023 01:45 AM
Views 1

System Information

System Information
Operating System Android 11
Model samsung SM-A207M
Model IDsamsung SM-A207M
Motherboard msm8953
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3331 revision 4
Base Frequency 1.80 GHz
Cluster 18 Cores @ 1.80 GHz
Memory Information
Size 2.72 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 53
5.70 IPS
 
Image Classification (F16)
100% 53
5.69 IPS
 
Image Classification (I8)
81% 150
16.1 IPS
 
Image Segmentation (F32)
100% 100
0.62 IPS
 
Image Segmentation (F16)
100% 99
0.61 IPS
 
Image Segmentation (I8)
89% 368
2.27 IPS
 
Pose Estimation (F32)
100% 52
0.21 IPS
 
Pose Estimation (F16)
100% 53
0.21 IPS
 
Pose Estimation (I8)
80% 99
0.40 IPS
 
Object Detection (F32)
100% 78
2.75 IPS
 
Object Detection (F16)
100% 78
2.75 IPS
 
Object Detection (I8)
52% 153
5.37 IPS
 
Face Detection (F32)
100% 110
1.27 IPS
 
Face Detection (F16)
100% 109
1.26 IPS
 
Face Detection (I8)
75% 274
3.15 IPS
 
Text Classification (F32)
100% 57
22.4 IPS
 
Text Classification (F16)
100% 56
22.3 IPS
 
Machine Translation (F32)
100% 14
2.19 IPS
 
Machine Translation (F16)
100% 15
2.28 IPS
 

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