Geekbench ML Score

1167
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 04 2024 08:07 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22 Ultra
Model IDsamsung SM-S908B
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% 425
79.5 IPS
 
Image Classification (F16)
100% 492
92.1 IPS
 
Image Classification (I8)
99% 532
99.5 IPS
 
Image Segmentation (F32)
100% 1205
20.1 IPS
 
Image Segmentation (F16)
100% 1480
24.7 IPS
 
Image Segmentation (I8)
98% 1440
24.1 IPS
 
Pose Estimation (F32)
100% 1889
2.29 IPS
 
Pose Estimation (F16)
100% 2536
3.07 IPS
 
Pose Estimation (I8)
100% 2729
3.30 IPS
 
Object Detection (F32)
100% 504
37.6 IPS
 
Object Detection (F16)
100% 542
40.5 IPS
 
Object Detection (I8)
58% 479
35.8 IPS
 
Face Detection (F32)
100% 2098
24.9 IPS
 
Face Detection (F16)
97% 2316
27.5 IPS
 
Face Detection (I8)
86% 2127
25.3 IPS
 
Depth Estimation (F32)
100% 2196
17.0 IPS
 
Depth Estimation (F16)
100% 2740
21.2 IPS
 
Depth Estimation (I8)
95% 2780
21.6 IPS
 
Style Transfer (F32)
100% 5957
7.84 IPS
 
Style Transfer (F16)
100% 8508
11.2 IPS
 
Style Transfer (I8)
98% 8632
11.4 IPS
 
Image Super-Resolution (F32)
100% 952
34.0 IPS
 
Image Super-Resolution (F16)
100% 1227
43.8 IPS
 
Image Super-Resolution (I8)
98% 1144
40.9 IPS
 
Text Classification (F32)
100% 237
341.1 IPS
 
Text Classification (F16)
100% 238
341.6 IPS
 
Text Classification (I8)
92% 456
655.5 IPS
 
Machine Translation (F32)
100% 406
7.47 IPS
 
Machine Translation (F16)
100% 395
7.26 IPS
 
Machine Translation (I8)
64% 516
9.49 IPS
 

Compare

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