Geekbench ML Score

765
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 02:13 PM
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 5.24 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 581
62.3 IPS
 
Image Classification (F16)
100% 860
92.1 IPS
 
Image Classification (I8)
80% 720
77.2 IPS
 
Image Segmentation (F32)
100% 1319
8.15 IPS
 
Image Segmentation (F16)
100% 2230
13.8 IPS
 
Image Segmentation (I8)
89% 1993
12.3 IPS
 
Pose Estimation (F32)
100% 612
2.48 IPS
 
Pose Estimation (F16)
100% 1172
4.74 IPS
 
Pose Estimation (I8)
80% 1161
4.70 IPS
 
Object Detection (F32)
100% 345
12.1 IPS
 
Object Detection (F16)
99% 490
17.2 IPS
 
Object Detection (I8)
53% 485
17.0 IPS
 
Face Detection (F32)
100% 1048
12.0 IPS
 
Face Detection (F16)
97% 1782
20.5 IPS
 
Face Detection (I8)
75% 1489
17.1 IPS
 
Text Classification (F32)
100% 313
123.8 IPS
 
Text Classification (F16)
98% 367
145.1 IPS
 
Machine Translation (F32)
100% 369
56.9 IPS
 
Machine Translation (F16)
100% 372
57.3 IPS
 

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