Geekbench ML Score

663
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 27 2024 11:37 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% 308
57.7 IPS
 
Image Classification (F16)
100% 302
56.5 IPS
 
Image Classification (I8)
97% 783
146.6 IPS
 
Image Segmentation (F32)
100% 377
6.30 IPS
 
Image Segmentation (F16)
100% 372
6.22 IPS
 
Image Segmentation (I8)
98% 757
12.6 IPS
 
Pose Estimation (F32)
100% 508
0.61 IPS
 
Pose Estimation (F16)
100% 502
0.61 IPS
 
Pose Estimation (I8)
100% 1964
2.38 IPS
 
Object Detection (F32)
100% 310
23.2 IPS
 
Object Detection (F16)
100% 309
23.1 IPS
 
Object Detection (I8)
61% 836
62.4 IPS
 
Face Detection (F32)
100% 736
8.75 IPS
 
Face Detection (F16)
100% 730
8.68 IPS
 
Face Detection (I8)
86% 1734
20.6 IPS
 
Depth Estimation (F32)
100% 658
5.10 IPS
 
Depth Estimation (F16)
100% 656
5.09 IPS
 
Depth Estimation (I8)
95% 1807
14.0 IPS
 
Style Transfer (F32)
100% 1015
1.33 IPS
 
Style Transfer (F16)
100% 1009
1.33 IPS
 
Style Transfer (I8)
98% 2528
3.33 IPS
 
Image Super-Resolution (F32)
100% 361
12.9 IPS
 
Image Super-Resolution (F16)
100% 363
12.9 IPS
 
Image Super-Resolution (I8)
98% 1217
43.5 IPS
 
Text Classification (F32)
100% 424
608.8 IPS
 
Text Classification (F16)
100% 426
611.9 IPS
 
Text Classification (I8)
92% 698
1.00 KIPS
 
Machine Translation (F32)
100% 699
12.9 IPS
 
Machine Translation (F16)
100% 688
12.7 IPS
 
Machine Translation (I8)
64% 805
14.8 IPS
 

Compare

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