Geekbench ML Score

579
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 22 2024 02:27 PM
Views 2

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S918B
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% 468
87.6 IPS
 
Image Classification (F16)
100% 463
86.7 IPS
 
Image Classification (I8)
97% 851
159.2 IPS
 
Image Segmentation (F32)
100% 594
9.92 IPS
 
Image Segmentation (F16)
100% 599
10.0 IPS
 
Image Segmentation (I8)
98% 746
12.5 IPS
 
Pose Estimation (F32)
100% 953
1.15 IPS
 
Pose Estimation (F16)
100% 1050
1.27 IPS
 
Pose Estimation (I8)
100% 4456
5.40 IPS
 
Object Detection (F32)
100% 485
36.2 IPS
 
Object Detection (F16)
100% 489
36.5 IPS
 
Object Detection (I8)
61% 1131
84.4 IPS
 
Face Detection (F32)
100% 1067
12.7 IPS
 
Face Detection (F16)
100% 1068
12.7 IPS
 
Face Detection (I8)
86% 1723
20.5 IPS
 
Depth Estimation (F32)
100% 1042
8.08 IPS
 
Depth Estimation (F16)
100% 1001
7.77 IPS
 
Depth Estimation (I8)
95% 1992
15.4 IPS
 
Style Transfer (F32)
100% 1811
2.38 IPS
 
Style Transfer (F16)
100% 1771
2.33 IPS
 
Style Transfer (I8)
98% 3639
4.79 IPS
 
Image Super-Resolution (F32)
100% 252
9.01 IPS
 
Image Super-Resolution (F16)
100% 263
9.40 IPS
 
Image Super-Resolution (I8)
98% 543
19.4 IPS
 
Text Classification (F32)
100% 29
41.2 IPS
 
Text Classification (F16)
100% 58
83.4 IPS
 
Text Classification (I8)
92% 25
35.3 IPS
 
Machine Translation (F32)
100% 42
0.78 IPS
 
Machine Translation (F16)
100% 1037
19.1 IPS
 
Machine Translation (I8)
64% 434
7.98 IPS
 

Compare

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