Geekbench ML Score

1337
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.2 for Android AArch64

Result Information

Upload Date August 17 2024 02:42 AM
Views 1

System Information

System Information
Operating System Android 11
Model Sony Xperia 5 II
Model IDSony A002SO
Motherboard kona
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 7.52 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 914
98.0 IPS
 
Image Classification (F16)
100% 1375
147.3 IPS
 
Image Classification (I8)
80% 1226
131.4 IPS
 
Image Segmentation (F32)
100% 2377
14.7 IPS
 
Image Segmentation (F16)
100% 4015
24.8 IPS
 
Image Segmentation (I8)
89% 3650
22.5 IPS
 
Pose Estimation (F32)
100% 1207
4.88 IPS
 
Pose Estimation (F16)
100% 2070
8.37 IPS
 
Pose Estimation (I8)
80% 2055
8.31 IPS
 
Object Detection (F32)
100% 823
28.9 IPS
 
Object Detection (F16)
99% 1126
39.5 IPS
 
Object Detection (I8)
53% 1070
37.5 IPS
 
Face Detection (F32)
100% 1702
19.6 IPS
 
Face Detection (F16)
97% 2807
32.2 IPS
 
Face Detection (I8)
76% 2584
29.7 IPS
 
Text Classification (F32)
100% 473
186.9 IPS
 
Text Classification (F16)
98% 505
199.6 IPS
 
Machine Translation (F32)
100% 556
85.7 IPS
 
Machine Translation (F16)
100% 557
85.8 IPS
 

Compare

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