Geekbench ML Score

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

Result Information

Upload Date May 08 2024 10:56 AM
Views 2

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% 540
101.1 IPS
 
Image Classification (F16)
100% 519
97.1 IPS
 
Image Classification (I8)
97% 866
162.0 IPS
 
Image Segmentation (F32)
100% 656
11.0 IPS
 
Image Segmentation (F16)
100% 682
11.4 IPS
 
Image Segmentation (I8)
98% 809
13.5 IPS
 
Pose Estimation (F32)
100% 1254
1.52 IPS
 
Pose Estimation (F16)
100% 1203
1.46 IPS
 
Pose Estimation (I8)
100% 5096
6.17 IPS
 
Object Detection (F32)
100% 536
40.0 IPS
 
Object Detection (F16)
100% 532
39.7 IPS
 
Object Detection (I8)
61% 1144
85.4 IPS
 
Face Detection (F32)
100% 1145
13.6 IPS
 
Face Detection (F16)
100% 1098
13.1 IPS
 
Face Detection (I8)
86% 1956
23.3 IPS
 
Depth Estimation (F32)
100% 1207
9.36 IPS
 
Depth Estimation (F16)
100% 1057
8.20 IPS
 
Depth Estimation (I8)
95% 2164
16.8 IPS
 
Style Transfer (F32)
100% 2158
2.84 IPS
 
Style Transfer (F16)
100% 2242
2.95 IPS
 
Style Transfer (I8)
98% 4393
5.78 IPS
 
Image Super-Resolution (F32)
100% 758
27.1 IPS
 
Image Super-Resolution (F16)
100% 755
27.0 IPS
 
Image Super-Resolution (I8)
98% 2194
78.4 IPS
 
Text Classification (F32)
100% 582
835.8 IPS
 
Text Classification (F16)
100% 582
836.9 IPS
 
Text Classification (I8)
92% 459
659.4 IPS
 
Machine Translation (F32)
100% 1184
21.8 IPS
 
Machine Translation (F16)
100% 1173
21.6 IPS
 
Machine Translation (I8)
64% 459
8.45 IPS
 

Compare

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