Geekbench ML Score

1046
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 21 2024 04:19 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% 524
98.1 IPS
 
Image Classification (F16)
100% 509
95.3 IPS
 
Image Classification (I8)
97% 891
166.7 IPS
 
Image Segmentation (F32)
100% 653
10.9 IPS
 
Image Segmentation (F16)
100% 659
11.0 IPS
 
Image Segmentation (I8)
98% 786
13.1 IPS
 
Pose Estimation (F32)
100% 1221
1.48 IPS
 
Pose Estimation (F16)
100% 1219
1.48 IPS
 
Pose Estimation (I8)
100% 5177
6.27 IPS
 
Object Detection (F32)
100% 540
40.3 IPS
 
Object Detection (F16)
100% 552
41.2 IPS
 
Object Detection (I8)
61% 1208
90.2 IPS
 
Face Detection (F32)
100% 1096
13.0 IPS
 
Face Detection (F16)
100% 1116
13.3 IPS
 
Face Detection (I8)
86% 1876
22.3 IPS
 
Depth Estimation (F32)
100% 1168
9.06 IPS
 
Depth Estimation (F16)
100% 1177
9.12 IPS
 
Depth Estimation (I8)
95% 2177
16.9 IPS
 
Style Transfer (F32)
100% 2110
2.78 IPS
 
Style Transfer (F16)
100% 2129
2.80 IPS
 
Style Transfer (I8)
98% 4270
5.62 IPS
 
Image Super-Resolution (F32)
100% 781
27.9 IPS
 
Image Super-Resolution (F16)
100% 804
28.7 IPS
 
Image Super-Resolution (I8)
98% 1975
70.5 IPS
 
Text Classification (F32)
100% 612
880.1 IPS
 
Text Classification (F16)
100% 631
907.4 IPS
 
Text Classification (I8)
92% 439
631.1 IPS
 
Machine Translation (F32)
100% 1229
22.6 IPS
 
Machine Translation (F16)
100% 1185
21.8 IPS
 
Machine Translation (I8)
64% 431
7.92 IPS
 

Compare

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