Geekbench ML Score

626
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User korbs
Upload Date July 25 2024 09:13 PM
Views 3

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23
Model IDsamsung SM-S911U
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% 295
55.2 IPS
 
Image Classification (F16)
100% 293
54.9 IPS
 
Image Classification (I8)
97% 715
133.8 IPS
 
Image Segmentation (F32)
100% 355
5.92 IPS
 
Image Segmentation (F16)
100% 352
5.88 IPS
 
Image Segmentation (I8)
98% 735
12.3 IPS
 
Pose Estimation (F32)
100% 485
0.59 IPS
 
Pose Estimation (F16)
100% 477
0.58 IPS
 
Pose Estimation (I8)
100% 2052
2.49 IPS
 
Object Detection (F32)
100% 303
22.6 IPS
 
Object Detection (F16)
100% 302
22.6 IPS
 
Object Detection (I8)
61% 823
61.5 IPS
 
Face Detection (F32)
100% 671
7.98 IPS
 
Face Detection (F16)
100% 676
8.04 IPS
 
Face Detection (I8)
86% 1527
18.2 IPS
 
Depth Estimation (F32)
100% 589
4.56 IPS
 
Depth Estimation (F16)
100% 602
4.67 IPS
 
Depth Estimation (I8)
95% 1757
13.6 IPS
 
Style Transfer (F32)
100% 933
1.23 IPS
 
Style Transfer (F16)
100% 941
1.24 IPS
 
Style Transfer (I8)
98% 2334
3.07 IPS
 
Image Super-Resolution (F32)
100% 344
12.3 IPS
 
Image Super-Resolution (F16)
100% 334
11.9 IPS
 
Image Super-Resolution (I8)
98% 1231
44.0 IPS
 
Text Classification (F32)
100% 421
605.8 IPS
 
Text Classification (F16)
100% 421
604.9 IPS
 
Text Classification (I8)
92% 600
862.4 IPS
 
Machine Translation (F32)
100% 662
12.2 IPS
 
Machine Translation (F16)
100% 647
11.9 IPS
 
Machine Translation (I8)
64% 699
12.9 IPS
 

Compare

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