Geekbench ML Score

1022
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 07 2024 07:02 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% 493
92.3 IPS
 
Image Classification (F16)
100% 478
89.4 IPS
 
Image Classification (I8)
97% 855
160.0 IPS
 
Image Segmentation (F32)
100% 651
10.9 IPS
 
Image Segmentation (F16)
100% 662
11.1 IPS
 
Image Segmentation (I8)
98% 702
11.7 IPS
 
Pose Estimation (F32)
100% 1143
1.38 IPS
 
Pose Estimation (F16)
100% 1156
1.40 IPS
 
Pose Estimation (I8)
100% 4433
5.37 IPS
 
Object Detection (F32)
100% 517
38.6 IPS
 
Object Detection (F16)
100% 528
39.4 IPS
 
Object Detection (I8)
61% 1148
85.7 IPS
 
Face Detection (F32)
100% 1075
12.8 IPS
 
Face Detection (F16)
100% 1093
13.0 IPS
 
Face Detection (I8)
86% 1884
22.4 IPS
 
Depth Estimation (F32)
100% 1190
9.23 IPS
 
Depth Estimation (F16)
100% 1172
9.09 IPS
 
Depth Estimation (I8)
95% 2151
16.7 IPS
 
Style Transfer (F32)
100% 2052
2.70 IPS
 
Style Transfer (F16)
100% 2032
2.67 IPS
 
Style Transfer (I8)
98% 4365
5.74 IPS
 
Image Super-Resolution (F32)
100% 806
28.8 IPS
 
Image Super-Resolution (F16)
100% 770
27.5 IPS
 
Image Super-Resolution (I8)
98% 2122
75.8 IPS
 
Text Classification (F32)
100% 606
871.3 IPS
 
Text Classification (F16)
100% 615
884.0 IPS
 
Text Classification (I8)
92% 460
661.4 IPS
 
Machine Translation (F32)
100% 1177
21.7 IPS
 
Machine Translation (F16)
100% 1147
21.1 IPS
 
Machine Translation (I8)
64% 475
8.74 IPS
 

Compare

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