Geekbench ML Score

1010
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 20 2024 05:25 AM
Views 4

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S9180
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% 461
86.2 IPS
 
Image Classification (F16)
100% 492
92.0 IPS
 
Image Classification (I8)
97% 860
161.0 IPS
 
Image Segmentation (F32)
100% 639
10.7 IPS
 
Image Segmentation (F16)
100% 622
10.4 IPS
 
Image Segmentation (I8)
98% 767
12.8 IPS
 
Pose Estimation (F32)
100% 1139
1.38 IPS
 
Pose Estimation (F16)
100% 1083
1.31 IPS
 
Pose Estimation (I8)
100% 4752
5.75 IPS
 
Object Detection (F32)
100% 548
40.9 IPS
 
Object Detection (F16)
100% 555
41.4 IPS
 
Object Detection (I8)
61% 1199
89.5 IPS
 
Face Detection (F32)
100% 1113
13.2 IPS
 
Face Detection (F16)
100% 1078
12.8 IPS
 
Face Detection (I8)
86% 1826
21.7 IPS
 
Depth Estimation (F32)
100% 1082
8.39 IPS
 
Depth Estimation (F16)
100% 1131
8.77 IPS
 
Depth Estimation (I8)
95% 2150
16.7 IPS
 
Style Transfer (F32)
100% 1907
2.51 IPS
 
Style Transfer (F16)
100% 2040
2.68 IPS
 
Style Transfer (I8)
98% 4157
5.47 IPS
 
Image Super-Resolution (F32)
100% 742
26.5 IPS
 
Image Super-Resolution (F16)
100% 716
25.6 IPS
 
Image Super-Resolution (I8)
98% 1936
69.1 IPS
 
Text Classification (F32)
100% 612
879.4 IPS
 
Text Classification (F16)
100% 630
905.0 IPS
 
Text Classification (I8)
92% 463
664.9 IPS
 
Machine Translation (F32)
100% 1182
21.8 IPS
 
Machine Translation (F16)
100% 1065
19.6 IPS
 
Machine Translation (I8)
64% 502
9.23 IPS
 

Compare

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