Geekbench ML Score

1036
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 02 2024 02:07 PM
Views 1

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 6.89 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 486
91.0 IPS
 
Image Classification (F16)
100% 509
95.3 IPS
 
Image Classification (I8)
97% 865
161.9 IPS
 
Image Segmentation (F32)
100% 665
11.1 IPS
 
Image Segmentation (F16)
100% 665
11.1 IPS
 
Image Segmentation (I8)
98% 799
13.3 IPS
 
Pose Estimation (F32)
100% 1121
1.36 IPS
 
Pose Estimation (F16)
100% 1162
1.41 IPS
 
Pose Estimation (I8)
100% 4944
5.99 IPS
 
Object Detection (F32)
100% 538
40.2 IPS
 
Object Detection (F16)
100% 548
40.9 IPS
 
Object Detection (I8)
61% 1211
90.4 IPS
 
Face Detection (F32)
100% 1158
13.8 IPS
 
Face Detection (F16)
100% 1130
13.4 IPS
 
Face Detection (I8)
86% 1985
23.6 IPS
 
Depth Estimation (F32)
100% 1242
9.63 IPS
 
Depth Estimation (F16)
100% 1197
9.28 IPS
 
Depth Estimation (I8)
95% 2271
17.6 IPS
 
Style Transfer (F32)
100% 2076
2.73 IPS
 
Style Transfer (F16)
100% 2061
2.71 IPS
 
Style Transfer (I8)
98% 4418
5.81 IPS
 
Image Super-Resolution (F32)
100% 695
24.8 IPS
 
Image Super-Resolution (F16)
100% 781
27.9 IPS
 
Image Super-Resolution (I8)
98% 2195
78.4 IPS
 
Text Classification (F32)
100% 599
860.6 IPS
 
Text Classification (F16)
100% 595
854.6 IPS
 
Text Classification (I8)
92% 454
653.1 IPS
 
Machine Translation (F32)
100% 1136
20.9 IPS
 
Machine Translation (F16)
100% 1098
20.2 IPS
 
Machine Translation (I8)
64% 427
7.86 IPS
 

Compare

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