Geekbench ML Score

155
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 09 2022 07:24 AM
Views 8

System Information

System Information
Operating System Android 10
Model samsung SM-T835N
Model IDsamsung SM-T835N
Motherboard msm8998
Governorinteractive
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 10 part 2048 revision 1
Base Frequency 1.90 GHz
Cluster 14 Cores @ 1.90 GHz
Cluster 24 Cores @ 2.36 GHz
Memory Information
Size 5.46 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 88
9.44 IPS
 
Image Classification (F16)
100% 86
9.18 IPS
 
Image Classification (I8)
81% 141
15.2 IPS
 
Image Segmentation (F32)
100% 216
1.34 IPS
 
Image Segmentation (F16)
100% 223
1.38 IPS
 
Image Segmentation (I8)
89% 510
3.15 IPS
 
Pose Estimation (F32)
100% 95
0.39 IPS
 
Pose Estimation (F16)
100% 93
0.38 IPS
 
Pose Estimation (I8)
80% 136
0.55 IPS
 
Object Detection (F32)
100% 144
5.04 IPS
 
Object Detection (F16)
100% 146
5.13 IPS
 
Object Detection (I8)
52% 205
7.20 IPS
 
Face Detection (F32)
100% 213
2.45 IPS
 
Face Detection (F16)
100% 208
2.39 IPS
 
Face Detection (I8)
75% 323
3.71 IPS
 
Text Classification (F32)
100% 115
45.4 IPS
 
Text Classification (F16)
100% 110
43.4 IPS
 
Machine Translation (F32)
100% 133
20.5 IPS
 
Machine Translation (F16)
100% 139
21.5 IPS
 

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