Geekbench ML Score

1030
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 24 2024 02:59 PM
Views 1

System Information

System Information
Operating System Android 13
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 10.80 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 530
99.1 IPS
 
Image Classification (F16)
100% 520
97.4 IPS
 
Image Classification (I8)
97% 853
159.6 IPS
 
Image Segmentation (F32)
100% 645
10.8 IPS
 
Image Segmentation (F16)
100% 657
11.0 IPS
 
Image Segmentation (I8)
98% 814
13.6 IPS
 
Pose Estimation (F32)
100% 1249
1.51 IPS
 
Pose Estimation (F16)
100% 1193
1.44 IPS
 
Pose Estimation (I8)
100% 5130
6.21 IPS
 
Object Detection (F32)
100% 552
41.2 IPS
 
Object Detection (F16)
100% 537
40.1 IPS
 
Object Detection (I8)
61% 1203
89.8 IPS
 
Face Detection (F32)
100% 1110
13.2 IPS
 
Face Detection (F16)
100% 1090
13.0 IPS
 
Face Detection (I8)
86% 1942
23.1 IPS
 
Depth Estimation (F32)
100% 1119
8.68 IPS
 
Depth Estimation (F16)
100% 1132
8.78 IPS
 
Depth Estimation (I8)
95% 2172
16.8 IPS
 
Style Transfer (F32)
100% 2012
2.65 IPS
 
Style Transfer (F16)
100% 2035
2.68 IPS
 
Style Transfer (I8)
98% 5118
6.73 IPS
 
Image Super-Resolution (F32)
100% 685
24.5 IPS
 
Image Super-Resolution (F16)
100% 708
25.3 IPS
 
Image Super-Resolution (I8)
98% 2158
77.1 IPS
 
Text Classification (F32)
100% 599
860.4 IPS
 
Text Classification (F16)
100% 575
826.5 IPS
 
Text Classification (I8)
92% 434
624.3 IPS
 
Machine Translation (F32)
100% 1087
20.0 IPS
 
Machine Translation (F16)
100% 1075
19.8 IPS
 
Machine Translation (I8)
64% 445
8.19 IPS
 

Compare

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