Geekbench ML Score

966
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 11 2024 01:40 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S918U
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 6.89 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 496
92.8 IPS
 
Image Classification (F16)
100% 473
88.5 IPS
 
Image Classification (I8)
97% 867
162.3 IPS
 
Image Segmentation (F32)
100% 611
10.2 IPS
 
Image Segmentation (F16)
100% 597
9.97 IPS
 
Image Segmentation (I8)
98% 725
12.1 IPS
 
Pose Estimation (F32)
100% 1123
1.36 IPS
 
Pose Estimation (F16)
100% 1027
1.24 IPS
 
Pose Estimation (I8)
100% 4607
5.58 IPS
 
Object Detection (F32)
100% 471
35.2 IPS
 
Object Detection (F16)
100% 526
39.2 IPS
 
Object Detection (I8)
61% 893
66.6 IPS
 
Face Detection (F32)
100% 1088
12.9 IPS
 
Face Detection (F16)
100% 1053
12.5 IPS
 
Face Detection (I8)
86% 1842
21.9 IPS
 
Depth Estimation (F32)
100% 1089
8.44 IPS
 
Depth Estimation (F16)
100% 1088
8.44 IPS
 
Depth Estimation (I8)
95% 2047
15.9 IPS
 
Style Transfer (F32)
100% 1880
2.47 IPS
 
Style Transfer (F16)
100% 1819
2.39 IPS
 
Style Transfer (I8)
98% 4043
5.32 IPS
 
Image Super-Resolution (F32)
100% 701
25.0 IPS
 
Image Super-Resolution (F16)
100% 678
24.2 IPS
 
Image Super-Resolution (I8)
98% 1936
69.1 IPS
 
Text Classification (F32)
100% 599
860.5 IPS
 
Text Classification (F16)
100% 619
889.3 IPS
 
Text Classification (I8)
92% 439
631.5 IPS
 
Machine Translation (F32)
100% 1092
20.1 IPS
 
Machine Translation (F16)
100% 1019
18.7 IPS
 
Machine Translation (I8)
64% 478
8.79 IPS
 

Compare

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