Geekbench ML Score

235
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date March 27 2024 07:10 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy A52
Model IDsamsung SM-A525F
Motherboard atoll
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 15
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.32 GHz
Memory Information
Size 5.37 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 102
19.1 IPS
 
Image Classification (F16)
100% 165
30.8 IPS
 
Image Classification (I8)
97% 171
32.0 IPS
 
Image Segmentation (F32)
100% 121
2.03 IPS
 
Image Segmentation (F16)
100% 209
3.50 IPS
 
Image Segmentation (I8)
98% 209
3.49 IPS
 
Pose Estimation (F32)
100% 191
0.23 IPS
 
Pose Estimation (F16)
100% 259
0.31 IPS
 
Pose Estimation (I8)
100% 262
0.32 IPS
 
Object Detection (F32)
100% 93
6.92 IPS
 
Object Detection (F16)
100% 133
9.95 IPS
 
Object Detection (I8)
62% 138
10.3 IPS
 
Face Detection (F32)
100% 240
2.85 IPS
 
Face Detection (F16)
97% 444
5.28 IPS
 
Face Detection (I8)
87% 459
5.46 IPS
 
Depth Estimation (F32)
100% 239
1.85 IPS
 
Depth Estimation (F16)
100% 407
3.16 IPS
 
Depth Estimation (I8)
95% 410
3.18 IPS
 
Style Transfer (F32)
100% 464
0.61 IPS
 
Style Transfer (F16)
100% 975
1.28 IPS
 
Style Transfer (I8)
98% 971
1.28 IPS
 
Image Super-Resolution (F32)
100% 119
4.23 IPS
 
Image Super-Resolution (F16)
100% 192
6.86 IPS
 
Image Super-Resolution (I8)
98% 191
6.83 IPS
 
Text Classification (F32)
100% 147
210.6 IPS
 
Text Classification (F16)
100% 147
210.7 IPS
 
Text Classification (I8)
92% 250
360.0 IPS
 
Machine Translation (F32)
100% 262
4.83 IPS
 
Machine Translation (F16)
100% 266
4.89 IPS
 
Machine Translation (I8)
64% 291
5.36 IPS
 

Compare

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