Geekbench ML Score

192
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date February 14 2023 06:30 PM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi 2201117TL
Model IDXiaomi 2201117TL
Motherboard spes
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3337 revision 0
Base Frequency 1.90 GHz
Cluster 14 Cores @ 1.90 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 3.56 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 144
15.4 IPS
 
Image Classification (F16)
100% 178
19.1 IPS
 
Image Classification (I8)
80% 890
95.3 IPS
 
Image Segmentation (F32)
100% 231
1.43 IPS
 
Image Segmentation (F16)
100% 272
1.68 IPS
 
Image Segmentation (I8)
89% 1773
10.9 IPS
 
Pose Estimation (F32)
100% 51
0.21 IPS
 
Pose Estimation (F16)
100% 97
0.39 IPS
 
Pose Estimation (I8)
80% 963
3.90 IPS
 
Object Detection (F32)
100% 152
5.32 IPS
 
Object Detection (F16)
100% 174
6.11 IPS
 
Object Detection (I8)
52% 604
21.2 IPS
 
Face Detection (F32)
100% 214
2.46 IPS
 
Face Detection (F16)
97% 263
3.02 IPS
 
Face Detection (I8)
75% 1538
17.7 IPS
 
Text Classification (F32)
54% 8
3.33 IPS
 
Text Classification (F16)
54% 8
3.22 IPS
 
Machine Translation (F32)
100% 156
24.0 IPS
 
Machine Translation (F16)
100% 150
23.2 IPS
 

Compare

Set Baseline Geekbench 6 now available