Geekbench ML Score

682
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 20 2024 01:44 PM
Views 1

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% 309
57.9 IPS
 
Image Classification (F16)
100% 308
57.6 IPS
 
Image Classification (I8)
97% 796
149.0 IPS
 
Image Segmentation (F32)
100% 384
6.42 IPS
 
Image Segmentation (F16)
100% 382
6.38 IPS
 
Image Segmentation (I8)
98% 778
13.0 IPS
 
Pose Estimation (F32)
100% 542
0.66 IPS
 
Pose Estimation (F16)
100% 535
0.65 IPS
 
Pose Estimation (I8)
100% 2078
2.52 IPS
 
Object Detection (F32)
100% 321
24.0 IPS
 
Object Detection (F16)
100% 319
23.8 IPS
 
Object Detection (I8)
61% 865
64.6 IPS
 
Face Detection (F32)
100% 762
9.06 IPS
 
Face Detection (F16)
100% 754
8.97 IPS
 
Face Detection (I8)
86% 1765
21.0 IPS
 
Depth Estimation (F32)
100% 668
5.18 IPS
 
Depth Estimation (F16)
100% 666
5.16 IPS
 
Depth Estimation (I8)
95% 1849
14.3 IPS
 
Style Transfer (F32)
100% 1038
1.37 IPS
 
Style Transfer (F16)
100% 1031
1.36 IPS
 
Style Transfer (I8)
98% 2589
3.41 IPS
 
Image Super-Resolution (F32)
100% 366
13.1 IPS
 
Image Super-Resolution (F16)
100% 368
13.1 IPS
 
Image Super-Resolution (I8)
98% 1254
44.8 IPS
 
Text Classification (F32)
100% 435
624.5 IPS
 
Text Classification (F16)
100% 437
628.4 IPS
 
Text Classification (I8)
92% 719
1.03 KIPS
 
Machine Translation (F32)
100% 726
13.4 IPS
 
Machine Translation (F16)
100% 715
13.2 IPS
 
Machine Translation (I8)
64% 832
15.3 IPS
 

Compare

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