Geekbench ML Score

975
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 20 2024 04:56 AM
Views 3

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S9180
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.36 GHz
Memory Information
Size 10.77 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 511
95.7 IPS
 
Image Classification (F16)
100% 480
89.8 IPS
 
Image Classification (I8)
97% 851
159.3 IPS
 
Image Segmentation (F32)
100% 623
10.4 IPS
 
Image Segmentation (F16)
100% 614
10.3 IPS
 
Image Segmentation (I8)
98% 775
12.9 IPS
 
Pose Estimation (F32)
100% 1079
1.31 IPS
 
Pose Estimation (F16)
100% 918
1.11 IPS
 
Pose Estimation (I8)
100% 4442
5.38 IPS
 
Object Detection (F32)
100% 524
39.1 IPS
 
Object Detection (F16)
100% 498
37.2 IPS
 
Object Detection (I8)
61% 1074
80.2 IPS
 
Face Detection (F32)
100% 1117
13.3 IPS
 
Face Detection (F16)
100% 1051
12.5 IPS
 
Face Detection (I8)
86% 1753
20.8 IPS
 
Depth Estimation (F32)
100% 1069
8.29 IPS
 
Depth Estimation (F16)
100% 1060
8.22 IPS
 
Depth Estimation (I8)
95% 2175
16.9 IPS
 
Style Transfer (F32)
100% 1804
2.37 IPS
 
Style Transfer (F16)
100% 1805
2.37 IPS
 
Style Transfer (I8)
98% 4275
5.62 IPS
 
Image Super-Resolution (F32)
100% 709
25.3 IPS
 
Image Super-Resolution (F16)
100% 717
25.6 IPS
 
Image Super-Resolution (I8)
98% 2052
73.3 IPS
 
Text Classification (F32)
100% 623
894.9 IPS
 
Text Classification (F16)
100% 631
907.2 IPS
 
Text Classification (I8)
92% 394
566.9 IPS
 
Machine Translation (F32)
100% 1084
19.9 IPS
 
Machine Translation (F16)
100% 1053
19.4 IPS
 
Machine Translation (I8)
64% 480
8.83 IPS
 

Compare

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