Geekbench ML Score

495
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 26 2024 09:21 AM
Views 2

System Information

System Information
Operating System Android 14
Model samsung SM-S926B
Model IDsamsung SM-S926B
Motherboard s5e9945
Governorenergy_aware
CPU Information
Name ARM ARMv8
Topology 1 Processor, 10 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 1.96 GHz
Cluster 14 Cores @ 1.96 GHz
Cluster 23 Cores @ 2.59 GHz
Cluster 32 Cores @ 2.90 GHz
Cluster 41 Core @ 3.21 GHz
Memory Information
Size 10.95 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 290
54.3 IPS
 
Image Classification (F16)
100% 273
51.1 IPS
 
Image Classification (I8)
97% 732
137.0 IPS
 
Image Segmentation (F32)
100% 857
14.3 IPS
 
Image Segmentation (F16)
100% 1278
21.3 IPS
 
Image Segmentation (I8)
98% 737
12.3 IPS
 
Pose Estimation (F32)
0
 
Pose Estimation (F16)
0
 
Pose Estimation (I8)
100% 1950
2.36 IPS
 
Object Detection (F32)
100% 292
21.8 IPS
 
Object Detection (F16)
100% 291
21.7 IPS
 
Object Detection (I8)
61% 797
59.5 IPS
 
Face Detection (F32)
100% 678
8.06 IPS
 
Face Detection (F16)
100% 664
7.90 IPS
 
Face Detection (I8)
86% 1563
18.6 IPS
 
Depth Estimation (F32)
100% 575
4.46 IPS
 
Depth Estimation (F16)
100% 553
4.29 IPS
 
Depth Estimation (I8)
95% 1690
13.1 IPS
 
Style Transfer (F32)
100% 890
1.17 IPS
 
Style Transfer (F16)
100% 896
1.18 IPS
 
Style Transfer (I8)
98% 2314
3.04 IPS
 
Image Super-Resolution (F32)
100% 1818
64.9 IPS
 
Image Super-Resolution (F16)
100% 2122
75.8 IPS
 
Image Super-Resolution (I8)
98% 1200
42.9 IPS
 
Text Classification (F32)
100% 419
602.7 IPS
 
Text Classification (F16)
100% 417
599.7 IPS
 
Text Classification (I8)
92% 678
974.6 IPS
 
Machine Translation (F32)
100% 645
11.9 IPS
 
Machine Translation (F16)
100% 614
11.3 IPS
 
Machine Translation (I8)
64% 743
13.7 IPS
 

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