Geekbench ML Score

1042
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 01 2024 07:44 AM
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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 513
95.9 IPS
 
Image Classification (F16)
100% 773
144.7 IPS
 
Image Classification (I8)
99% 803
150.3 IPS
 
Image Segmentation (F32)
100% 1018
17.0 IPS
 
Image Segmentation (F16)
100% 1459
24.4 IPS
 
Image Segmentation (I8)
98% 1377
23.0 IPS
 
Pose Estimation (F32)
100% 791
0.96 IPS
 
Pose Estimation (F16)
100% 1119
1.35 IPS
 
Pose Estimation (I8)
100% 1183
1.43 IPS
 
Object Detection (F32)
100% 357
26.6 IPS
 
Object Detection (F16)
100% 395
29.5 IPS
 
Object Detection (I8)
62% 332
24.8 IPS
 
Face Detection (F32)
100% 2273
27.0 IPS
 
Face Detection (F16)
97% 2972
35.3 IPS
 
Face Detection (I8)
86% 2374
28.2 IPS
 
Depth Estimation (F32)
100% 1486
11.5 IPS
 
Depth Estimation (F16)
100% 2879
22.3 IPS
 
Depth Estimation (I8)
95% 2838
22.0 IPS
 
Style Transfer (F32)
100% 3766
4.95 IPS
 
Style Transfer (F16)
100% 8516
11.2 IPS
 
Style Transfer (I8)
98% 8531
11.2 IPS
 
Image Super-Resolution (F32)
100% 455
16.3 IPS
 
Image Super-Resolution (F16)
100% 385
13.8 IPS
 
Image Super-Resolution (I8)
98% 385
13.7 IPS
 
Text Classification (F32)
100% 414
595.7 IPS
 
Text Classification (F16)
100% 419
602.5 IPS
 
Text Classification (I8)
92% 656
942.8 IPS
 
Machine Translation (F32)
100% 640
11.8 IPS
 
Machine Translation (F16)
100% 622
11.4 IPS
 
Machine Translation (I8)
64% 674
12.4 IPS
 

Compare

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