Geekbench ML Score

501
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 30 2024 10:48 PM
Views 2

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 10.27 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 316
59.1 IPS
 
Image Classification (F16)
100% 323
60.5 IPS
 
Image Classification (I8)
97% 341
63.9 IPS
 
Image Segmentation (F32)
100% 282
4.70 IPS
 
Image Segmentation (F16)
100% 263
4.39 IPS
 
Image Segmentation (I8)
98% 299
5.00 IPS
 
Pose Estimation (F32)
100% 759
0.92 IPS
 
Pose Estimation (F16)
100% 764
0.92 IPS
 
Pose Estimation (I8)
100% 3054
3.70 IPS
 
Object Detection (F32)
100% 186
13.9 IPS
 
Object Detection (F16)
100% 188
14.1 IPS
 
Object Detection (I8)
61% 546
40.7 IPS
 
Face Detection (F32)
100% 391
4.65 IPS
 
Face Detection (F16)
100% 409
4.86 IPS
 
Face Detection (I8)
86% 556
6.61 IPS
 
Depth Estimation (F32)
100% 458
3.55 IPS
 
Depth Estimation (F16)
100% 487
3.78 IPS
 
Depth Estimation (I8)
95% 790
6.13 IPS
 
Style Transfer (F32)
100% 1350
1.78 IPS
 
Style Transfer (F16)
100% 1312
1.73 IPS
 
Style Transfer (I8)
98% 2665
3.51 IPS
 
Image Super-Resolution (F32)
100% 353
12.6 IPS
 
Image Super-Resolution (F16)
100% 586
20.9 IPS
 
Image Super-Resolution (I8)
98% 741
26.5 IPS
 
Text Classification (F32)
100% 519
745.5 IPS
 
Text Classification (F16)
100% 531
763.2 IPS
 
Text Classification (I8)
92% 429
616.0 IPS
 
Machine Translation (F32)
100% 325
5.99 IPS
 
Machine Translation (F16)
100% 315
5.79 IPS
 
Machine Translation (I8)
64% 282
5.19 IPS
 

Compare

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