Geekbench ML Score

218
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 02 2024 09:43 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy A52S 5G
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 5.25 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 93
17.3 IPS
 
Image Classification (F16)
100% 93
17.4 IPS
 
Image Classification (I8)
97% 279
52.2 IPS
 
Image Segmentation (F32)
100% 124
2.07 IPS
 
Image Segmentation (F16)
100% 121
2.02 IPS
 
Image Segmentation (I8)
98% 268
4.47 IPS
 
Pose Estimation (F32)
100% 165
0.20 IPS
 
Pose Estimation (F16)
100% 165
0.20 IPS
 
Pose Estimation (I8)
100% 611
0.74 IPS
 
Object Detection (F32)
100% 96
7.16 IPS
 
Object Detection (F16)
100% 95
7.11 IPS
 
Object Detection (I8)
61% 270
20.2 IPS
 
Face Detection (F32)
100% 245
2.91 IPS
 
Face Detection (F16)
100% 245
2.91 IPS
 
Face Detection (I8)
86% 560
6.65 IPS
 
Depth Estimation (F32)
100% 211
1.63 IPS
 
Depth Estimation (F16)
100% 209
1.62 IPS
 
Depth Estimation (I8)
95% 595
4.62 IPS
 
Style Transfer (F32)
100% 362
0.48 IPS
 
Style Transfer (F16)
100% 365
0.48 IPS
 
Style Transfer (I8)
98% 959
1.26 IPS
 
Image Super-Resolution (F32)
100% 113
4.05 IPS
 
Image Super-Resolution (F16)
100% 109
3.89 IPS
 
Image Super-Resolution (I8)
98% 379
13.5 IPS
 
Text Classification (F32)
100% 133
190.6 IPS
 
Text Classification (F16)
100% 132
189.8 IPS
 
Text Classification (I8)
92% 260
373.1 IPS
 
Machine Translation (F32)
100% 232
4.26 IPS
 
Machine Translation (F16)
100% 231
4.26 IPS
 
Machine Translation (I8)
64% 292
5.37 IPS
 

Compare

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