Geekbench ML Score

496
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 11:05 PM
Views 2

System Information

System Information
Operating System Android 14
Model samsung SCG25
Model IDsamsung SCG25
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 6.93 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 288
53.9 IPS
 
Image Classification (F16)
100% 282
52.7 IPS
 
Image Classification (I8)
97% 736
137.7 IPS
 
Image Segmentation (F32)
100% 338
5.64 IPS
 
Image Segmentation (F16)
100% 336
5.61 IPS
 
Image Segmentation (I8)
98% 715
11.9 IPS
 
Pose Estimation (F32)
100% 457
0.55 IPS
 
Pose Estimation (F16)
100% 457
0.55 IPS
 
Pose Estimation (I8)
100% 1867
2.26 IPS
 
Object Detection (F32)
100% 284
21.2 IPS
 
Object Detection (F16)
100% 284
21.2 IPS
 
Object Detection (I8)
61% 698
52.1 IPS
 
Face Detection (F32)
100% 634
7.53 IPS
 
Face Detection (F16)
100% 600
7.13 IPS
 
Face Detection (I8)
86% 1228
14.6 IPS
 
Depth Estimation (F32)
100% 471
3.65 IPS
 
Depth Estimation (F16)
100% 428
3.32 IPS
 
Depth Estimation (I8)
95% 1074
8.33 IPS
 
Style Transfer (F32)
100% 629
0.83 IPS
 
Style Transfer (F16)
100% 549
0.72 IPS
 
Style Transfer (I8)
98% 1389
1.83 IPS
 
Image Super-Resolution (F32)
100% 197
7.02 IPS
 
Image Super-Resolution (F16)
100% 225
8.02 IPS
 
Image Super-Resolution (I8)
98% 734
26.2 IPS
 
Text Classification (F32)
100% 243
348.6 IPS
 
Text Classification (F16)
100% 243
348.9 IPS
 
Text Classification (I8)
92% 425
611.4 IPS
 
Machine Translation (F32)
100% 522
9.60 IPS
 
Machine Translation (F16)
100% 546
10.0 IPS
 
Machine Translation (I8)
64% 617
11.4 IPS
 

Compare

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