Geekbench ML Score

312
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 02:11 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 CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 270
28.9 IPS
 
Image Classification (F16)
100% 192
20.5 IPS
 
Image Classification (I8)
81% 196
21.0 IPS
 
Image Segmentation (F32)
100% 434
2.68 IPS
 
Image Segmentation (F16)
100% 434
2.68 IPS
 
Image Segmentation (I8)
89% 743
4.59 IPS
 
Pose Estimation (F32)
100% 232
0.94 IPS
 
Pose Estimation (F16)
100% 234
0.95 IPS
 
Pose Estimation (I8)
80% 189
0.76 IPS
 
Object Detection (F32)
100% 263
9.23 IPS
 
Object Detection (F16)
100% 266
9.33 IPS
 
Object Detection (I8)
52% 260
9.12 IPS
 
Face Detection (F32)
100% 437
5.02 IPS
 
Face Detection (F16)
100% 430
4.94 IPS
 
Face Detection (I8)
75% 420
4.83 IPS
 
Text Classification (F32)
100% 295
116.7 IPS
 
Text Classification (F16)
100% 295
116.5 IPS
 
Machine Translation (F32)
100% 372
57.3 IPS
 
Machine Translation (F16)
100% 373
57.5 IPS
 

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