Geekbench ML Score

1056
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date February 23 2024 01:06 AM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-X810
Model IDsamsung SM-X810
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 10.91 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 536
100.3 IPS
 
Image Classification (F16)
100% 520
97.3 IPS
 
Image Classification (I8)
97% 878
164.3 IPS
 
Image Segmentation (F32)
100% 663
11.1 IPS
 
Image Segmentation (F16)
100% 664
11.1 IPS
 
Image Segmentation (I8)
98% 759
12.7 IPS
 
Pose Estimation (F32)
100% 1260
1.53 IPS
 
Pose Estimation (F16)
100% 1246
1.51 IPS
 
Pose Estimation (I8)
100% 5127
6.21 IPS
 
Object Detection (F32)
100% 555
41.5 IPS
 
Object Detection (F16)
100% 555
41.4 IPS
 
Object Detection (I8)
61% 1097
81.9 IPS
 
Face Detection (F32)
100% 1185
14.1 IPS
 
Face Detection (F16)
100% 1113
13.2 IPS
 
Face Detection (I8)
86% 1891
22.5 IPS
 
Depth Estimation (F32)
100% 1196
9.27 IPS
 
Depth Estimation (F16)
100% 1190
9.23 IPS
 
Depth Estimation (I8)
95% 2174
16.9 IPS
 
Style Transfer (F32)
100% 2172
2.86 IPS
 
Style Transfer (F16)
100% 2244
2.95 IPS
 
Style Transfer (I8)
98% 4724
6.21 IPS
 
Image Super-Resolution (F32)
100% 791
28.2 IPS
 
Image Super-Resolution (F16)
100% 799
28.5 IPS
 
Image Super-Resolution (I8)
98% 2153
76.9 IPS
 
Text Classification (F32)
100% 623
895.9 IPS
 
Text Classification (F16)
100% 600
862.9 IPS
 
Text Classification (I8)
92% 405
581.4 IPS
 
Machine Translation (F32)
100% 1189
21.9 IPS
 
Machine Translation (F16)
100% 1184
21.8 IPS
 
Machine Translation (I8)
64% 453
8.34 IPS
 

Compare

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