Geekbench ML Score

128
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date June 13 2021 04:37 AM
Views 1

System Information

System Information
Operating System Android 10
Model OPPO CPH1933
Model IDOPPO CPH1933
Motherboard trinket
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 10 part 2048 revision 2
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.02 GHz
Memory Information
Size 3.56 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 86
9.25 IPS
 
Image Classification (F16)
100% 85
9.16 IPS
 
Image Classification (I8)
81% 247
26.5 IPS
 
Image Segmentation (F32)
100% 161
0.99 IPS
 
Image Segmentation (F16)
100% 165
1.02 IPS
 
Image Segmentation (I8)
89% 422
2.61 IPS
 
Pose Estimation (F32)
100% 79
0.32 IPS
 
Pose Estimation (F16)
100% 76
0.31 IPS
 
Pose Estimation (I8)
80% 129
0.52 IPS
 
Object Detection (F32)
100% 104
3.65 IPS
 
Object Detection (F16)
100% 99
3.48 IPS
 
Object Detection (I8)
52% 187
6.56 IPS
 
Face Detection (F32)
100% 142
1.63 IPS
 
Face Detection (F16)
100% 136
1.57 IPS
 
Face Detection (I8)
75% 386
4.43 IPS
 
Text Classification (F32)
100% 86
34.2 IPS
 
Text Classification (F16)
100% 85
33.7 IPS
 
Machine Translation (F32)
100% 82
12.6 IPS
 
Machine Translation (F16)
100% 82
12.7 IPS
 

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