Geekbench ML Score

96
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 16 2023 07:20 AM
Views 1

System Information

System Information
Operating System Android 10
Model Xiaomi Mi A2 Lite
Model IDXiaomi Mi A2 Lite
Motherboard msm8953
Governorinteractive
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3331 revision 4
Base Frequency 2.02 GHz
Cluster 18 Cores @ 2.02 GHz
Memory Information
Size 2.76 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 69
7.38 IPS
 
Image Classification (F16)
100% 69
7.38 IPS
 
Image Classification (I8)
81% 286
30.7 IPS
 
Image Segmentation (F32)
100% 122
0.75 IPS
 
Image Segmentation (F16)
100% 122
0.76 IPS
 
Image Segmentation (I8)
89% 530
3.28 IPS
 
Pose Estimation (F32)
100% 63
0.26 IPS
 
Pose Estimation (F16)
100% 59
0.24 IPS
 
Pose Estimation (I8)
80% 115
0.46 IPS
 
Object Detection (F32)
100% 88
3.08 IPS
 
Object Detection (F16)
100% 92
3.22 IPS
 
Object Detection (I8)
52% 247
8.67 IPS
 
Face Detection (F32)
100% 131
1.50 IPS
 
Face Detection (F16)
100% 125
1.44 IPS
 
Face Detection (I8)
75% 379
4.35 IPS
 
Text Classification (F32)
100% 60
23.8 IPS
 
Text Classification (F16)
100% 64
25.2 IPS
 
Machine Translation (F32)
100% 16
2.45 IPS
 
Machine Translation (F16)
100% 16
2.45 IPS
 

Compare

Set Baseline Geekbench 6 now available