Geekbench ML Score

1015
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

User Mansur892
Upload Date December 08 2022 08:25 AM
Views 1

System Information

System Information
Operating System Android 13
Model samsung SM-A528B
Model IDsamsung SM-A528B
Motherboard lahaina
Governorschedutil
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 1
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 7.19 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 754
80.8 IPS
 
Image Classification (F16)
100% 1212
129.8 IPS
 
Image Classification (I8)
80% 1085
116.3 IPS
 
Image Segmentation (F32)
100% 1638
10.1 IPS
 
Image Segmentation (F16)
100% 2804
17.3 IPS
 
Image Segmentation (I8)
89% 2835
17.5 IPS
 
Pose Estimation (F32)
100% 711
2.88 IPS
 
Pose Estimation (F16)
100% 1368
5.53 IPS
 
Pose Estimation (I8)
80% 1362
5.51 IPS
 
Object Detection (F32)
100% 510
17.9 IPS
 
Object Detection (F16)
99% 596
20.9 IPS
 
Object Detection (I8)
53% 596
20.9 IPS
 
Face Detection (F32)
100% 1279
14.7 IPS
 
Face Detection (F16)
97% 2354
27.0 IPS
 
Face Detection (I8)
75% 2024
23.3 IPS
 
Text Classification (F32)
100% 536
211.9 IPS
 
Text Classification (F16)
98% 593
234.6 IPS
 
Machine Translation (F32)
100% 472
72.7 IPS
 
Machine Translation (F16)
100% 470
72.4 IPS
 

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