Geekbench ML Score

436
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 09 2024 08:05 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% 283
52.9 IPS
 
Image Classification (F16)
100% 279
52.3 IPS
 
Image Classification (I8)
97% 719
134.5 IPS
 
Image Segmentation (F32)
100% 304
5.08 IPS
 
Image Segmentation (F16)
100% 298
4.98 IPS
 
Image Segmentation (I8)
98% 546
9.13 IPS
 
Pose Estimation (F32)
100% 351
0.43 IPS
 
Pose Estimation (F16)
100% 335
0.41 IPS
 
Pose Estimation (I8)
100% 1175
1.42 IPS
 
Object Detection (F32)
100% 184
13.7 IPS
 
Object Detection (F16)
100% 184
13.7 IPS
 
Object Detection (I8)
61% 487
36.4 IPS
 
Face Detection (F32)
100% 460
5.47 IPS
 
Face Detection (F16)
100% 466
5.54 IPS
 
Face Detection (I8)
86% 1014
12.1 IPS
 
Depth Estimation (F32)
100% 413
3.20 IPS
 
Depth Estimation (F16)
100% 416
3.23 IPS
 
Depth Estimation (I8)
95% 1088
8.44 IPS
 
Style Transfer (F32)
100% 666
0.88 IPS
 
Style Transfer (F16)
100% 660
0.87 IPS
 
Style Transfer (I8)
98% 1573
2.07 IPS
 
Image Super-Resolution (F32)
100% 221
7.88 IPS
 
Image Super-Resolution (F16)
100% 221
7.91 IPS
 
Image Super-Resolution (I8)
98% 735
26.2 IPS
 
Text Classification (F32)
100% 245
352.8 IPS
 
Text Classification (F16)
100% 246
354.1 IPS
 
Text Classification (I8)
92% 401
577.0 IPS
 
Machine Translation (F32)
100% 473
8.70 IPS
 
Machine Translation (F16)
100% 455
8.37 IPS
 
Machine Translation (I8)
64% 474
8.72 IPS
 

Compare

Set Baseline Geekbench 6 now available