Geekbench ML Score

1120
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 03 2024 05:05 AM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-S711B
Model IDsamsung SM-S711B
Motherboard s5e9925
Governorenergy_aware
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.82 GHz
Cluster 14 Cores @ 1.82 GHz
Cluster 23 Cores @ 2.52 GHz
Cluster 31 Core @ 2.80 GHz
Memory Information
Size 7.12 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 379
71.0 IPS
 
Image Classification (F16)
100% 436
81.5 IPS
 
Image Classification (I8)
99% 407
76.3 IPS
 
Image Segmentation (F32)
100% 1210
20.2 IPS
 
Image Segmentation (F16)
100% 1500
25.0 IPS
 
Image Segmentation (I8)
98% 1472
24.6 IPS
 
Pose Estimation (F32)
100% 1969
2.38 IPS
 
Pose Estimation (F16)
100% 2612
3.16 IPS
 
Pose Estimation (I8)
100% 2797
3.39 IPS
 
Object Detection (F32)
100% 419
31.3 IPS
 
Object Detection (F16)
100% 274
20.5 IPS
 
Object Detection (I8)
58% 300
22.4 IPS
 
Face Detection (F32)
100% 1876
22.3 IPS
 
Face Detection (F16)
97% 1932
23.0 IPS
 
Face Detection (I8)
86% 1821
21.7 IPS
 
Depth Estimation (F32)
100% 2135
16.6 IPS
 
Depth Estimation (F16)
100% 2763
21.4 IPS
 
Depth Estimation (I8)
95% 2749
21.3 IPS
 
Style Transfer (F32)
100% 6012
7.91 IPS
 
Style Transfer (F16)
100% 8664
11.4 IPS
 
Style Transfer (I8)
98% 8814
11.6 IPS
 
Image Super-Resolution (F32)
100% 1149
41.0 IPS
 
Image Super-Resolution (F16)
100% 1429
51.0 IPS
 
Image Super-Resolution (I8)
98% 1452
51.9 IPS
 
Text Classification (F32)
100% 246
353.7 IPS
 
Text Classification (F16)
100% 246
353.1 IPS
 
Text Classification (I8)
92% 460
661.7 IPS
 
Machine Translation (F32)
100% 430
7.91 IPS
 
Machine Translation (F16)
100% 429
7.89 IPS
 
Machine Translation (I8)
64% 564
10.4 IPS
 

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