Geekbench ML Score

1004
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 02:46 PM
Views 2

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23
Model IDsamsung SM-S911B
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% 661
123.8 IPS
 
Image Classification (F16)
100% 858
160.6 IPS
 
Image Classification (I8)
99% 574
107.5 IPS
 
Image Segmentation (F32)
100% 820
13.7 IPS
 
Image Segmentation (F16)
100% 1043
17.4 IPS
 
Image Segmentation (I8)
98% 1221
20.4 IPS
 
Pose Estimation (F32)
100% 968
1.17 IPS
 
Pose Estimation (F16)
100% 1388
1.68 IPS
 
Pose Estimation (I8)
100% 1379
1.67 IPS
 
Object Detection (F32)
100% 265
19.8 IPS
 
Object Detection (F16)
100% 265
19.8 IPS
 
Object Detection (I8)
62% 280
20.9 IPS
 
Face Detection (F32)
100% 2228
26.5 IPS
 
Face Detection (F16)
97% 2970
35.3 IPS
 
Face Detection (I8)
86% 2564
30.5 IPS
 
Depth Estimation (F32)
100% 1487
11.5 IPS
 
Depth Estimation (F16)
100% 2883
22.4 IPS
 
Depth Estimation (I8)
95% 2855
22.1 IPS
 
Style Transfer (F32)
100% 3785
4.98 IPS
 
Style Transfer (F16)
100% 8510
11.2 IPS
 
Style Transfer (I8)
98% 8017
10.5 IPS
 
Image Super-Resolution (F32)
100% 401
14.3 IPS
 
Image Super-Resolution (F16)
100% 327
11.7 IPS
 
Image Super-Resolution (I8)
98% 390
13.9 IPS
 
Text Classification (F32)
100% 420
603.8 IPS
 
Text Classification (F16)
100% 419
602.3 IPS
 
Text Classification (I8)
92% 666
957.6 IPS
 
Machine Translation (F32)
100% 661
12.2 IPS
 
Machine Translation (F16)
100% 636
11.7 IPS
 
Machine Translation (I8)
64% 684
12.6 IPS
 

Compare

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