Geekbench ML Score

1055
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 11 2024 01:43 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S918U
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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 659
123.2 IPS
 
Image Classification (F16)
100% 855
160.0 IPS
 
Image Classification (I8)
99% 736
137.7 IPS
 
Image Segmentation (F32)
100% 910
15.2 IPS
 
Image Segmentation (F16)
100% 1152
19.2 IPS
 
Image Segmentation (I8)
98% 960
16.0 IPS
 
Pose Estimation (F32)
100% 961
1.16 IPS
 
Pose Estimation (F16)
100% 1386
1.68 IPS
 
Pose Estimation (I8)
100% 1388
1.68 IPS
 
Object Detection (F32)
100% 268
20.0 IPS
 
Object Detection (F16)
100% 432
32.3 IPS
 
Object Detection (I8)
62% 408
30.5 IPS
 
Face Detection (F32)
100% 2204
26.2 IPS
 
Face Detection (F16)
97% 3064
36.4 IPS
 
Face Detection (I8)
86% 2809
33.4 IPS
 
Depth Estimation (F32)
100% 1492
11.6 IPS
 
Depth Estimation (F16)
100% 2903
22.5 IPS
 
Depth Estimation (I8)
95% 2882
22.3 IPS
 
Style Transfer (F32)
100% 3803
5.00 IPS
 
Style Transfer (F16)
100% 8483
11.2 IPS
 
Style Transfer (I8)
98% 8537
11.2 IPS
 
Image Super-Resolution (F32)
100% 467
16.7 IPS
 
Image Super-Resolution (F16)
100% 386
13.8 IPS
 
Image Super-Resolution (I8)
98% 390
13.9 IPS
 
Text Classification (F32)
100% 407
585.3 IPS
 
Text Classification (F16)
100% 412
592.0 IPS
 
Text Classification (I8)
92% 652
937.5 IPS
 
Machine Translation (F32)
100% 652
12.0 IPS
 
Machine Translation (F16)
100% 625
11.5 IPS
 
Machine Translation (I8)
64% 676
12.4 IPS
 

Compare

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