Geekbench ML Score

556
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 22 2024 06:53 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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 265
49.6 IPS
 
Image Classification (F16)
100% 260
48.7 IPS
 
Image Classification (I8)
97% 644
120.4 IPS
 
Image Segmentation (F32)
100% 349
5.83 IPS
 
Image Segmentation (F16)
100% 355
5.92 IPS
 
Image Segmentation (I8)
98% 502
8.39 IPS
 
Pose Estimation (F32)
100% 518
0.63 IPS
 
Pose Estimation (F16)
100% 511
0.62 IPS
 
Pose Estimation (I8)
100% 2660
3.22 IPS
 
Object Detection (F32)
100% 279
20.8 IPS
 
Object Detection (F16)
100% 286
21.3 IPS
 
Object Detection (I8)
61% 745
55.6 IPS
 
Face Detection (F32)
100% 520
6.18 IPS
 
Face Detection (F16)
100% 518
6.16 IPS
 
Face Detection (I8)
86% 1450
17.2 IPS
 
Depth Estimation (F32)
100% 541
4.20 IPS
 
Depth Estimation (F16)
100% 530
4.11 IPS
 
Depth Estimation (I8)
95% 1375
10.7 IPS
 
Style Transfer (F32)
100% 928
1.22 IPS
 
Style Transfer (F16)
100% 919
1.21 IPS
 
Style Transfer (I8)
98% 2531
3.33 IPS
 
Image Super-Resolution (F32)
100% 362
12.9 IPS
 
Image Super-Resolution (F16)
100% 353
12.6 IPS
 
Image Super-Resolution (I8)
98% 1249
44.6 IPS
 
Text Classification (F32)
100% 345
496.2 IPS
 
Text Classification (F16)
100% 342
491.5 IPS
 
Text Classification (I8)
92% 288
414.0 IPS
 
Machine Translation (F32)
100% 625
11.5 IPS
 
Machine Translation (F16)
100% 635
11.7 IPS
 
Machine Translation (I8)
64% 280
5.14 IPS
 

Compare

Set Baseline Geekbench 6 now available