Geekbench ML Score

2062
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date July 16 2022 06:53 PM
Views 1

System Information

System Information
Operating System Android 12
Model asus ASUS_I005DA
Model IDasus ASUS_I005DA
Motherboard lahaina
Governorschedutil
CPU Information
Name ARM Venus
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 14.88 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1568
168.0 IPS
 
Image Classification (F16)
100% 2522
270.2 IPS
 
Image Classification (I8)
80% 2379
254.9 IPS
 
Image Segmentation (F32)
100% 3616
22.3 IPS
 
Image Segmentation (F16)
100% 6432
39.7 IPS
 
Image Segmentation (I8)
89% 6490
40.1 IPS
 
Pose Estimation (F32)
100% 1560
6.31 IPS
 
Pose Estimation (F16)
100% 2889
11.7 IPS
 
Pose Estimation (I8)
80% 2880
11.7 IPS
 
Object Detection (F32)
100% 976
34.2 IPS
 
Object Detection (F16)
99% 1180
41.4 IPS
 
Object Detection (I8)
53% 1157
40.6 IPS
 
Face Detection (F32)
100% 2738
31.5 IPS
 
Face Detection (F16)
97% 4982
57.2 IPS
 
Face Detection (I8)
75% 4368
50.2 IPS
 
Text Classification (F32)
100% 975
385.8 IPS
 
Text Classification (F16)
98% 1182
467.5 IPS
 
Machine Translation (F32)
100% 746
114.9 IPS
 
Machine Translation (F16)
100% 747
115.1 IPS
 

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