Geekbench ML Score

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

Result Information

Upload Date October 31 2024 10:08 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23
Model IDsamsung SM-S911N
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% 294
55.0 IPS
 
Image Classification (F16)
100% 288
53.9 IPS
 
Image Classification (I8)
97% 720
134.7 IPS
 
Image Segmentation (F32)
100% 355
5.93 IPS
 
Image Segmentation (F16)
100% 355
5.93 IPS
 
Image Segmentation (I8)
98% 728
12.2 IPS
 
Pose Estimation (F32)
100% 486
0.59 IPS
 
Pose Estimation (F16)
100% 482
0.58 IPS
 
Pose Estimation (I8)
100% 2030
2.46 IPS
 
Object Detection (F32)
100% 298
22.2 IPS
 
Object Detection (F16)
100% 301
22.5 IPS
 
Object Detection (I8)
61% 836
62.4 IPS
 
Face Detection (F32)
100% 689
8.19 IPS
 
Face Detection (F16)
100% 678
8.07 IPS
 
Face Detection (I8)
86% 1560
18.5 IPS
 
Depth Estimation (F32)
100% 601
4.66 IPS
 
Depth Estimation (F16)
100% 606
4.70 IPS
 
Depth Estimation (I8)
95% 1724
13.4 IPS
 
Style Transfer (F32)
100% 950
1.25 IPS
 
Style Transfer (F16)
100% 962
1.27 IPS
 
Style Transfer (I8)
98% 2382
3.13 IPS
 
Image Super-Resolution (F32)
100% 343
12.3 IPS
 
Image Super-Resolution (F16)
100% 315
11.2 IPS
 
Image Super-Resolution (I8)
98% 1246
44.5 IPS
 
Text Classification (F32)
100% 423
607.5 IPS
 
Text Classification (F16)
100% 422
606.9 IPS
 
Text Classification (I8)
92% 579
831.7 IPS
 
Machine Translation (F32)
100% 655
12.1 IPS
 
Machine Translation (F16)
100% 671
12.3 IPS
 
Machine Translation (I8)
64% 673
12.4 IPS
 

Compare

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