Geekbench ML Score

667
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 19 2024 08:28 AM
Views 2

System Information

System Information
Operating System Android 14
Model samsung SM-S928B
Model IDsamsung SM-S928B
Motherboard pineapple
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.40 GHz
Memory Information
Size 10.81 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 306
57.3 IPS
 
Image Classification (F16)
100% 303
56.7 IPS
 
Image Classification (I8)
97% 784
146.7 IPS
 
Image Segmentation (F32)
100% 376
6.28 IPS
 
Image Segmentation (F16)
100% 373
6.23 IPS
 
Image Segmentation (I8)
98% 764
12.8 IPS
 
Pose Estimation (F32)
100% 504
0.61 IPS
 
Pose Estimation (F16)
100% 495
0.60 IPS
 
Pose Estimation (I8)
100% 2056
2.49 IPS
 
Object Detection (F32)
100% 317
23.7 IPS
 
Object Detection (F16)
100% 315
23.5 IPS
 
Object Detection (I8)
61% 847
63.3 IPS
 
Face Detection (F32)
100% 743
8.84 IPS
 
Face Detection (F16)
100% 737
8.77 IPS
 
Face Detection (I8)
86% 1734
20.6 IPS
 
Depth Estimation (F32)
100% 644
4.99 IPS
 
Depth Estimation (F16)
100% 642
4.98 IPS
 
Depth Estimation (I8)
95% 1811
14.0 IPS
 
Style Transfer (F32)
100% 1015
1.33 IPS
 
Style Transfer (F16)
100% 1007
1.32 IPS
 
Style Transfer (I8)
98% 2515
3.31 IPS
 
Image Super-Resolution (F32)
100% 358
12.8 IPS
 
Image Super-Resolution (F16)
100% 361
12.9 IPS
 
Image Super-Resolution (I8)
98% 1239
44.3 IPS
 
Text Classification (F32)
100% 429
617.2 IPS
 
Text Classification (F16)
100% 433
622.7 IPS
 
Text Classification (I8)
92% 710
1.02 KIPS
 
Machine Translation (F32)
100% 718
13.2 IPS
 
Machine Translation (F16)
100% 708
13.0 IPS
 
Machine Translation (I8)
64% 813
15.0 IPS
 

Compare

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