Geekbench ML Score

1041
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 14 2024 10:06 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% 496
92.9 IPS
 
Image Classification (F16)
100% 507
94.8 IPS
 
Image Classification (I8)
97% 851
159.2 IPS
 
Image Segmentation (F32)
100% 671
11.2 IPS
 
Image Segmentation (F16)
100% 659
11.0 IPS
 
Image Segmentation (I8)
98% 785
13.1 IPS
 
Pose Estimation (F32)
100% 1230
1.49 IPS
 
Pose Estimation (F16)
100% 1170
1.42 IPS
 
Pose Estimation (I8)
100% 4786
5.80 IPS
 
Object Detection (F32)
100% 534
39.8 IPS
 
Object Detection (F16)
100% 545
40.7 IPS
 
Object Detection (I8)
61% 1123
83.9 IPS
 
Face Detection (F32)
100% 1134
13.5 IPS
 
Face Detection (F16)
100% 1141
13.6 IPS
 
Face Detection (I8)
86% 2032
24.2 IPS
 
Depth Estimation (F32)
100% 1210
9.38 IPS
 
Depth Estimation (F16)
100% 1186
9.20 IPS
 
Depth Estimation (I8)
95% 2220
17.2 IPS
 
Style Transfer (F32)
100% 2052
2.70 IPS
 
Style Transfer (F16)
100% 2078
2.73 IPS
 
Style Transfer (I8)
98% 4203
5.53 IPS
 
Image Super-Resolution (F32)
100% 767
27.4 IPS
 
Image Super-Resolution (F16)
100% 805
28.8 IPS
 
Image Super-Resolution (I8)
98% 2261
80.7 IPS
 
Text Classification (F32)
100% 596
856.8 IPS
 
Text Classification (F16)
100% 615
884.1 IPS
 
Text Classification (I8)
92% 445
639.2 IPS
 
Machine Translation (F32)
100% 1194
22.0 IPS
 
Machine Translation (F16)
100% 1136
20.9 IPS
 
Machine Translation (I8)
64% 439
8.08 IPS
 

Compare

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