Geekbench ML Score

1014
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date December 23 2024 10:47 AM
Views 3

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% 492
92.1 IPS
 
Image Classification (F16)
100% 488
91.3 IPS
 
Image Classification (I8)
97% 833
155.9 IPS
 
Image Segmentation (F32)
100% 644
10.8 IPS
 
Image Segmentation (F16)
100% 582
9.71 IPS
 
Image Segmentation (I8)
98% 773
12.9 IPS
 
Pose Estimation (F32)
100% 1093
1.32 IPS
 
Pose Estimation (F16)
100% 1108
1.34 IPS
 
Pose Estimation (I8)
100% 4785
5.79 IPS
 
Object Detection (F32)
100% 531
39.6 IPS
 
Object Detection (F16)
100% 553
41.3 IPS
 
Object Detection (I8)
61% 1168
87.2 IPS
 
Face Detection (F32)
100% 1089
13.0 IPS
 
Face Detection (F16)
100% 1123
13.3 IPS
 
Face Detection (I8)
86% 1898
22.6 IPS
 
Depth Estimation (F32)
100% 826
6.40 IPS
 
Depth Estimation (F16)
100% 977
7.58 IPS
 
Depth Estimation (I8)
95% 2232
17.3 IPS
 
Style Transfer (F32)
100% 1907
2.51 IPS
 
Style Transfer (F16)
100% 1545
2.03 IPS
 
Style Transfer (I8)
98% 4285
5.64 IPS
 
Image Super-Resolution (F32)
100% 769
27.5 IPS
 
Image Super-Resolution (F16)
100% 734
26.2 IPS
 
Image Super-Resolution (I8)
98% 2420
86.4 IPS
 
Text Classification (F32)
100% 699
1.00 KIPS
 
Text Classification (F16)
100% 690
991.8 IPS
 
Text Classification (I8)
92% 532
764.0 IPS
 
Machine Translation (F32)
100% 1240
22.8 IPS
 
Machine Translation (F16)
100% 1204
22.2 IPS
 
Machine Translation (I8)
64% 488
8.98 IPS
 

Compare

Set Baseline Geekbench 6 now available