Geekbench ML Score

570
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 02:50 PM
Views 2

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23
Model IDsamsung SM-S911B
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.36 GHz
Memory Information
Size 6.89 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 283
53.0 IPS
 
Image Classification (F16)
100% 268
50.2 IPS
 
Image Classification (I8)
97% 681
127.4 IPS
 
Image Segmentation (F32)
100% 331
5.52 IPS
 
Image Segmentation (F16)
100% 326
5.44 IPS
 
Image Segmentation (I8)
98% 695
11.6 IPS
 
Pose Estimation (F32)
100% 454
0.55 IPS
 
Pose Estimation (F16)
100% 449
0.54 IPS
 
Pose Estimation (I8)
100% 1872
2.27 IPS
 
Object Detection (F32)
100% 286
21.3 IPS
 
Object Detection (F16)
100% 292
21.8 IPS
 
Object Detection (I8)
61% 824
61.5 IPS
 
Face Detection (F32)
100% 659
7.83 IPS
 
Face Detection (F16)
100% 648
7.71 IPS
 
Face Detection (I8)
86% 1476
17.6 IPS
 
Depth Estimation (F32)
100% 570
4.42 IPS
 
Depth Estimation (F16)
100% 567
4.39 IPS
 
Depth Estimation (I8)
95% 1659
12.9 IPS
 
Style Transfer (F32)
100% 913
1.20 IPS
 
Style Transfer (F16)
100% 895
1.18 IPS
 
Style Transfer (I8)
98% 2065
2.72 IPS
 
Image Super-Resolution (F32)
100% 301
10.7 IPS
 
Image Super-Resolution (F16)
100% 301
10.7 IPS
 
Image Super-Resolution (I8)
98% 997
35.6 IPS
 
Text Classification (F32)
100% 328
471.9 IPS
 
Text Classification (F16)
100% 328
471.3 IPS
 
Text Classification (I8)
92% 475
682.0 IPS
 
Machine Translation (F32)
100% 583
10.7 IPS
 
Machine Translation (F16)
100% 560
10.3 IPS
 
Machine Translation (I8)
64% 548
10.1 IPS
 

Compare

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