Geekbench ML Score

308
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 04 2024 07:51 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 7.19 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 167
31.3 IPS
 
Image Classification (F16)
100% 213
39.8 IPS
 
Image Classification (I8)
97% 205
38.4 IPS
 
Image Segmentation (F32)
100% 277
4.63 IPS
 
Image Segmentation (F16)
100% 336
5.61 IPS
 
Image Segmentation (I8)
98% 332
5.55 IPS
 
Pose Estimation (F32)
100% 255
0.31 IPS
 
Pose Estimation (F16)
100% 179
0.22 IPS
 
Pose Estimation (I8)
100% 179
0.22 IPS
 
Object Detection (F32)
100% 135
10.1 IPS
 
Object Detection (F16)
100% 160
11.9 IPS
 
Object Detection (I8)
62% 156
11.7 IPS
 
Face Detection (F32)
100% 571
6.79 IPS
 
Face Detection (F16)
97% 816
9.70 IPS
 
Face Detection (I8)
87% 773
9.19 IPS
 
Depth Estimation (F32)
100% 406
3.15 IPS
 
Depth Estimation (F16)
100% 598
4.64 IPS
 
Depth Estimation (I8)
95% 594
4.61 IPS
 
Style Transfer (F32)
100% 785
1.03 IPS
 
Style Transfer (F16)
100% 1356
1.78 IPS
 
Style Transfer (I8)
98% 1333
1.75 IPS
 
Image Super-Resolution (F32)
100% 178
6.36 IPS
 
Image Super-Resolution (F16)
100% 305
10.9 IPS
 
Image Super-Resolution (I8)
98% 322
11.5 IPS
 
Text Classification (F32)
100% 126
180.9 IPS
 
Text Classification (F16)
100% 126
181.6 IPS
 
Text Classification (I8)
92% 237
340.0 IPS
 
Machine Translation (F32)
100% 235
4.32 IPS
 
Machine Translation (F16)
100% 231
4.25 IPS
 
Machine Translation (I8)
64% 296
5.45 IPS
 

Compare

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