Geekbench ML Score

135
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date July 16 2022 03:10 PM
Views 1

System Information

System Information
Operating System Android 10
Model vivo V2029
Model IDvivo V2029
Motherboard bengal
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 @ 1.61 GHz
Cluster 24 Cores @ 1.80 GHz
Memory Information
Size 3.62 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 87
9.30 IPS
 
Image Classification (F16)
100% 87
9.27 IPS
 
Image Classification (I8)
81% 240
25.8 IPS
 
Image Segmentation (F32)
100% 165
1.02 IPS
 
Image Segmentation (F16)
100% 162
1.00 IPS
 
Image Segmentation (I8)
89% 421
2.60 IPS
 
Pose Estimation (F32)
100% 83
0.33 IPS
 
Pose Estimation (F16)
100% 82
0.33 IPS
 
Pose Estimation (I8)
80% 129
0.52 IPS
 
Object Detection (F32)
100% 110
3.84 IPS
 
Object Detection (F16)
100% 106
3.73 IPS
 
Object Detection (I8)
52% 215
7.55 IPS
 
Face Detection (F32)
100% 160
1.83 IPS
 
Face Detection (F16)
100% 161
1.85 IPS
 
Face Detection (I8)
75% 397
4.56 IPS
 
Text Classification (F32)
100% 91
36.1 IPS
 
Text Classification (F16)
100% 91
36.1 IPS
 
Machine Translation (F32)
100% 89
13.7 IPS
 
Machine Translation (F16)
100% 89
13.7 IPS
 

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