Geekbench ML Score

931
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 20 2024 04:53 AM
Views 1

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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 654
122.4 IPS
 
Image Classification (F16)
100% 722
135.2 IPS
 
Image Classification (I8)
99% 683
127.8 IPS
 
Image Segmentation (F32)
100% 832
13.9 IPS
 
Image Segmentation (F16)
100% 971
16.2 IPS
 
Image Segmentation (I8)
98% 937
15.7 IPS
 
Pose Estimation (F32)
100% 690
0.84 IPS
 
Pose Estimation (F16)
100% 1131
1.37 IPS
 
Pose Estimation (I8)
100% 1119
1.36 IPS
 
Object Detection (F32)
100% 265
19.8 IPS
 
Object Detection (F16)
100% 390
29.1 IPS
 
Object Detection (I8)
62% 460
34.3 IPS
 
Face Detection (F32)
100% 2084
24.8 IPS
 
Face Detection (F16)
97% 1635
19.4 IPS
 
Face Detection (I8)
86% 1671
19.9 IPS
 
Depth Estimation (F32)
100% 1271
9.86 IPS
 
Depth Estimation (F16)
100% 2697
20.9 IPS
 
Depth Estimation (I8)
95% 2681
20.8 IPS
 
Style Transfer (F32)
100% 3448
4.54 IPS
 
Style Transfer (F16)
100% 6418
8.44 IPS
 
Style Transfer (I8)
98% 7600
10.00 IPS
 
Image Super-Resolution (F32)
100% 385
13.8 IPS
 
Image Super-Resolution (F16)
100% 256
9.14 IPS
 
Image Super-Resolution (I8)
98% 366
13.1 IPS
 
Text Classification (F32)
100% 429
616.5 IPS
 
Text Classification (F16)
100% 438
629.1 IPS
 
Text Classification (I8)
92% 684
983.2 IPS
 
Machine Translation (F32)
100% 662
12.2 IPS
 
Machine Translation (F16)
100% 638
11.7 IPS
 
Machine Translation (I8)
64% 686
12.6 IPS
 

Compare

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