Geekbench ML Score

1040
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 19 2024 05:39 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% 526
98.3 IPS
 
Image Classification (F16)
100% 510
95.4 IPS
 
Image Classification (I8)
97% 875
163.7 IPS
 
Image Segmentation (F32)
100% 642
10.7 IPS
 
Image Segmentation (F16)
100% 635
10.6 IPS
 
Image Segmentation (I8)
98% 786
13.1 IPS
 
Pose Estimation (F32)
100% 1190
1.44 IPS
 
Pose Estimation (F16)
100% 1157
1.40 IPS
 
Pose Estimation (I8)
100% 5005
6.06 IPS
 
Object Detection (F32)
100% 542
40.4 IPS
 
Object Detection (F16)
100% 545
40.7 IPS
 
Object Detection (I8)
61% 1196
89.3 IPS
 
Face Detection (F32)
100% 1099
13.1 IPS
 
Face Detection (F16)
100% 1114
13.2 IPS
 
Face Detection (I8)
86% 1906
22.7 IPS
 
Depth Estimation (F32)
100% 1165
9.03 IPS
 
Depth Estimation (F16)
100% 1138
8.83 IPS
 
Depth Estimation (I8)
95% 2205
17.1 IPS
 
Style Transfer (F32)
100% 2016
2.65 IPS
 
Style Transfer (F16)
100% 2112
2.78 IPS
 
Style Transfer (I8)
98% 4560
6.00 IPS
 
Image Super-Resolution (F32)
100% 768
27.4 IPS
 
Image Super-Resolution (F16)
100% 750
26.8 IPS
 
Image Super-Resolution (I8)
98% 2206
78.8 IPS
 
Text Classification (F32)
100% 621
892.8 IPS
 
Text Classification (F16)
100% 578
830.1 IPS
 
Text Classification (I8)
92% 467
670.9 IPS
 
Machine Translation (F32)
100% 1151
21.2 IPS
 
Machine Translation (F16)
100% 1116
20.5 IPS
 
Machine Translation (I8)
64% 502
9.23 IPS
 

Compare

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