Geekbench ML Score

428
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 20 2021 08:58 AM
Views 37

System Information

System Information
Operating System Android 11
Model asus ASUS_I007D
Model IDasus ASUS_I007D
Motherboard lahaina
Governorschedutil
CPU Information
Name ARM ARMv8
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 @ 2.84 GHz
Memory Information
Size 14.84 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 314
33.6 IPS
 
Image Classification (F16)
100% 318
34.1 IPS
 
Image Classification (I8)
81% 203
21.7 IPS
 
Image Segmentation (F32)
100% 661
4.08 IPS
 
Image Segmentation (F16)
100% 648
4.00 IPS
 
Image Segmentation (I8)
89% 896
5.54 IPS
 
Pose Estimation (F32)
100% 267
1.08 IPS
 
Pose Estimation (F16)
100% 233
0.94 IPS
 
Pose Estimation (I8)
80% 240
0.97 IPS
 
Object Detection (F32)
100% 439
15.4 IPS
 
Object Detection (F16)
100% 454
15.9 IPS
 
Object Detection (I8)
52% 308
10.8 IPS
 
Face Detection (F32)
100% 656
7.54 IPS
 
Face Detection (F16)
100% 660
7.58 IPS
 
Face Detection (I8)
75% 524
6.03 IPS
 
Text Classification (F32)
100% 329
130.3 IPS
 
Text Classification (F16)
100% 335
132.6 IPS
 
Machine Translation (F32)
100% 760
117.1 IPS
 
Machine Translation (F16)
100% 758
116.9 IPS
 

Compare

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