Geekbench ML Score

118
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date June 13 2021 07:04 AM
Views 3

System Information

System Information
Operating System Android 9
Model Asus Zenfone Max Pro (M1)
Model IDasus ASUS_X00TD
Motherboard sdm660
Governorinteractive
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 10 part 2048 revision 2
Base Frequency 1.61 GHz
Cluster 14 Cores @ 1.61 GHz
Cluster 24 Cores @ 1.80 GHz
Memory Information
Size 3.66 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 71
7.56 IPS
 
Image Classification (F16)
100% 72
7.74 IPS
 
Image Classification (I8)
81% 123
13.2 IPS
 
Image Segmentation (F32)
100% 164
1.02 IPS
 
Image Segmentation (F16)
100% 160
0.99 IPS
 
Image Segmentation (I8)
89% 377
2.33 IPS
 
Pose Estimation (F32)
100% 77
0.31 IPS
 
Pose Estimation (F16)
100% 65
0.26 IPS
 
Pose Estimation (I8)
80% 104
0.42 IPS
 
Object Detection (F32)
100% 108
3.80 IPS
 
Object Detection (F16)
100% 111
3.89 IPS
 
Object Detection (I8)
52% 164
5.77 IPS
 
Face Detection (F32)
100% 160
1.84 IPS
 
Face Detection (F16)
100% 163
1.87 IPS
 
Face Detection (I8)
75% 247
2.84 IPS
 
Text Classification (F32)
100% 101
39.9 IPS
 
Text Classification (F16)
100% 100
39.7 IPS
 
Machine Translation (F32)
100% 75
11.6 IPS
 
Machine Translation (F16)
100% 75
11.5 IPS
 

Compare

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