Geekbench ML Score

233
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 10:31 PM
Views 1

System Information

System Information
Operating System Android 13
Model samsung SM-A525F
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 CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 160
17.1 IPS
 
Image Classification (F16)
100% 153
16.4 IPS
 
Image Classification (I8)
81% 184
19.7 IPS
 
Image Segmentation (F32)
100% 354
2.19 IPS
 
Image Segmentation (F16)
100% 355
2.20 IPS
 
Image Segmentation (I8)
89% 578
3.57 IPS
 
Pose Estimation (F32)
100% 137
0.55 IPS
 
Pose Estimation (F16)
100% 138
0.56 IPS
 
Pose Estimation (I8)
80% 143
0.58 IPS
 
Object Detection (F32)
100% 225
7.90 IPS
 
Object Detection (F16)
100% 220
7.72 IPS
 
Object Detection (I8)
52% 263
9.23 IPS
 
Face Detection (F32)
100% 322
3.70 IPS
 
Face Detection (F16)
100% 319
3.66 IPS
 
Face Detection (I8)
75% 409
4.70 IPS
 
Text Classification (F32)
100% 231
91.3 IPS
 
Text Classification (F16)
100% 223
88.2 IPS
 
Machine Translation (F32)
100% 200
30.8 IPS
 
Machine Translation (F16)
100% 197
30.4 IPS
 

Compare

Set Baseline