Geekbench ML Score

196
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 11:34 PM
Views 1

System Information

System Information
Operating System Android 12
Model samsung SM-A035M
Model IDsamsung SM-A035M
Motherboard ums9230_25c10
Governorschedutil
CPU Information
Name ARM UNISOC
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 3 part 3338 revision 1
Base Frequency 1.61 GHz
Cluster 18 Cores @ 1.61 GHz
Memory Information
Size 3.47 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 99
10.6 IPS
 
Image Classification (F16)
100% 206
22.0 IPS
 
Image Classification (I8)
80% 193
20.7 IPS
 
Image Segmentation (F32)
100% 191
1.18 IPS
 
Image Segmentation (F16)
100% 379
2.34 IPS
 
Image Segmentation (I8)
89% 367
2.27 IPS
 
Pose Estimation (F32)
100% 77
0.31 IPS
 
Pose Estimation (F16)
100% 181
0.73 IPS
 
Pose Estimation (I8)
80% 181
0.73 IPS
 
Object Detection (F32)
100% 112
3.94 IPS
 
Object Detection (F16)
100% 201
7.05 IPS
 
Object Detection (I8)
54% 197
6.91 IPS
 
Face Detection (F32)
100% 223
2.56 IPS
 
Face Detection (F16)
97% 465
5.34 IPS
 
Face Detection (I8)
75% 430
4.93 IPS
 
Text Classification (F32)
100% 184
72.8 IPS
 
Text Classification (F16)
98% 313
123.8 IPS
 
Machine Translation (F32)
100% 117
18.0 IPS
 
Machine Translation (F16)
100% 111
17.0 IPS
 

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