Geekbench ML Score

559
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 04 2024 07:34 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% 267
50.0 IPS
 
Image Classification (F16)
100% 264
49.5 IPS
 
Image Classification (I8)
97% 652
122.0 IPS
 
Image Segmentation (F32)
100% 360
6.02 IPS
 
Image Segmentation (F16)
100% 354
5.91 IPS
 
Image Segmentation (I8)
98% 514
8.58 IPS
 
Pose Estimation (F32)
100% 522
0.63 IPS
 
Pose Estimation (F16)
100% 511
0.62 IPS
 
Pose Estimation (I8)
100% 2639
3.20 IPS
 
Object Detection (F32)
100% 291
21.7 IPS
 
Object Detection (F16)
100% 284
21.2 IPS
 
Object Detection (I8)
61% 746
55.7 IPS
 
Face Detection (F32)
100% 510
6.07 IPS
 
Face Detection (F16)
100% 525
6.24 IPS
 
Face Detection (I8)
86% 1464
17.4 IPS
 
Depth Estimation (F32)
100% 536
4.16 IPS
 
Depth Estimation (F16)
100% 538
4.17 IPS
 
Depth Estimation (I8)
95% 1401
10.9 IPS
 
Style Transfer (F32)
100% 929
1.22 IPS
 
Style Transfer (F16)
100% 920
1.21 IPS
 
Style Transfer (I8)
98% 2510
3.30 IPS
 
Image Super-Resolution (F32)
100% 359
12.8 IPS
 
Image Super-Resolution (F16)
100% 356
12.7 IPS
 
Image Super-Resolution (I8)
98% 1149
41.0 IPS
 
Text Classification (F32)
100% 341
489.6 IPS
 
Text Classification (F16)
100% 347
498.3 IPS
 
Text Classification (I8)
92% 306
439.7 IPS
 
Machine Translation (F32)
100% 622
11.4 IPS
 
Machine Translation (F16)
100% 626
11.5 IPS
 
Machine Translation (I8)
64% 292
5.38 IPS
 

Compare

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