Geekbench ML Score

554
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 01 2024 07:39 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S918B
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 10.77 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 254
47.5 IPS
 
Image Classification (F16)
100% 255
47.7 IPS
 
Image Classification (I8)
97% 607
113.7 IPS
 
Image Segmentation (F32)
100% 320
5.35 IPS
 
Image Segmentation (F16)
100% 320
5.34 IPS
 
Image Segmentation (I8)
98% 620
10.4 IPS
 
Pose Estimation (F32)
100% 454
0.55 IPS
 
Pose Estimation (F16)
100% 454
0.55 IPS
 
Pose Estimation (I8)
100% 1726
2.09 IPS
 
Object Detection (F32)
100% 265
19.8 IPS
 
Object Detection (F16)
100% 266
19.9 IPS
 
Object Detection (I8)
61% 695
51.9 IPS
 
Face Detection (F32)
100% 625
7.43 IPS
 
Face Detection (F16)
100% 628
7.46 IPS
 
Face Detection (I8)
86% 1297
15.4 IPS
 
Depth Estimation (F32)
100% 554
4.29 IPS
 
Depth Estimation (F16)
100% 556
4.31 IPS
 
Depth Estimation (I8)
95% 1486
11.5 IPS
 
Style Transfer (F32)
100% 867
1.14 IPS
 
Style Transfer (F16)
100% 873
1.15 IPS
 
Style Transfer (I8)
98% 2073
2.73 IPS
 
Image Super-Resolution (F32)
100% 306
10.9 IPS
 
Image Super-Resolution (F16)
100% 307
11.0 IPS
 
Image Super-Resolution (I8)
98% 1064
38.0 IPS
 
Text Classification (F32)
100% 354
509.2 IPS
 
Text Classification (F16)
100% 355
510.4 IPS
 
Text Classification (I8)
92% 504
724.6 IPS
 
Machine Translation (F32)
100% 588
10.8 IPS
 
Machine Translation (F16)
100% 587
10.8 IPS
 
Machine Translation (I8)
64% 594
10.9 IPS
 

Compare

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