Geekbench ML Score

1015
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 15 2024 02:03 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 10.77 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 510
95.4 IPS
 
Image Classification (F16)
100% 498
93.2 IPS
 
Image Classification (I8)
97% 851
159.3 IPS
 
Image Segmentation (F32)
100% 632
10.5 IPS
 
Image Segmentation (F16)
100% 642
10.7 IPS
 
Image Segmentation (I8)
98% 803
13.4 IPS
 
Pose Estimation (F32)
100% 1022
1.24 IPS
 
Pose Estimation (F16)
100% 1112
1.35 IPS
 
Pose Estimation (I8)
100% 5171
6.26 IPS
 
Object Detection (F32)
100% 522
38.9 IPS
 
Object Detection (F16)
100% 512
38.2 IPS
 
Object Detection (I8)
61% 1088
81.2 IPS
 
Face Detection (F32)
100% 1110
13.2 IPS
 
Face Detection (F16)
100% 1080
12.8 IPS
 
Face Detection (I8)
86% 1881
22.4 IPS
 
Depth Estimation (F32)
100% 1126
8.73 IPS
 
Depth Estimation (F16)
100% 1116
8.66 IPS
 
Depth Estimation (I8)
95% 2199
17.1 IPS
 
Style Transfer (F32)
100% 1932
2.54 IPS
 
Style Transfer (F16)
100% 1965
2.58 IPS
 
Style Transfer (I8)
98% 4447
5.85 IPS
 
Image Super-Resolution (F32)
100% 769
27.5 IPS
 
Image Super-Resolution (F16)
100% 741
26.4 IPS
 
Image Super-Resolution (I8)
98% 2082
74.3 IPS
 
Text Classification (F32)
100% 607
871.8 IPS
 
Text Classification (F16)
100% 625
898.7 IPS
 
Text Classification (I8)
92% 471
677.0 IPS
 
Machine Translation (F32)
100% 1107
20.4 IPS
 
Machine Translation (F16)
100% 1086
20.0 IPS
 
Machine Translation (I8)
64% 488
8.99 IPS
 

Compare

Set Baseline Geekbench 6 now available