Geekbench ML Score

1003
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 21 2024 04:00 PM
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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 478
89.4 IPS
 
Image Classification (F16)
100% 435
81.5 IPS
 
Image Classification (I8)
97% 813
152.1 IPS
 
Image Segmentation (F32)
100% 626
10.4 IPS
 
Image Segmentation (F16)
100% 620
10.4 IPS
 
Image Segmentation (I8)
98% 777
13.0 IPS
 
Pose Estimation (F32)
100% 1199
1.45 IPS
 
Pose Estimation (F16)
100% 1168
1.41 IPS
 
Pose Estimation (I8)
100% 4900
5.93 IPS
 
Object Detection (F32)
100% 554
41.3 IPS
 
Object Detection (F16)
100% 552
41.2 IPS
 
Object Detection (I8)
61% 1130
84.4 IPS
 
Face Detection (F32)
100% 1095
13.0 IPS
 
Face Detection (F16)
100% 1056
12.6 IPS
 
Face Detection (I8)
86% 1829
21.7 IPS
 
Depth Estimation (F32)
100% 1145
8.88 IPS
 
Depth Estimation (F16)
100% 1160
8.99 IPS
 
Depth Estimation (I8)
95% 2197
17.0 IPS
 
Style Transfer (F32)
100% 2047
2.69 IPS
 
Style Transfer (F16)
100% 2016
2.65 IPS
 
Style Transfer (I8)
98% 4133
5.44 IPS
 
Image Super-Resolution (F32)
100% 727
26.0 IPS
 
Image Super-Resolution (F16)
100% 760
27.2 IPS
 
Image Super-Resolution (I8)
98% 2065
73.8 IPS
 
Text Classification (F32)
100% 606
870.3 IPS
 
Text Classification (F16)
100% 578
830.5 IPS
 
Text Classification (I8)
92% 416
597.7 IPS
 
Machine Translation (F32)
100% 1096
20.2 IPS
 
Machine Translation (F16)
100% 1067
19.6 IPS
 
Machine Translation (I8)
64% 452
8.32 IPS
 

Compare

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