Geekbench ML Score

198
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date February 14 2023 05:25 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 CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 138
14.8 IPS
 
Image Classification (F16)
100% 132
14.1 IPS
 
Image Classification (I8)
81% 278
29.8 IPS
 
Image Segmentation (F32)
100% 241
1.49 IPS
 
Image Segmentation (F16)
100% 243
1.50 IPS
 
Image Segmentation (I8)
89% 584
3.61 IPS
 
Pose Estimation (F32)
100% 108
0.44 IPS
 
Pose Estimation (F16)
100% 108
0.44 IPS
 
Pose Estimation (I8)
80% 168
0.68 IPS
 
Object Detection (F32)
100% 196
6.87 IPS
 
Object Detection (F16)
100% 195
6.84 IPS
 
Object Detection (I8)
52% 281
9.87 IPS
 
Face Detection (F32)
100% 237
2.72 IPS
 
Face Detection (F16)
100% 242
2.78 IPS
 
Face Detection (I8)
75% 470
5.40 IPS
 
Text Classification (F32)
100% 140
55.6 IPS
 
Text Classification (F16)
100% 142
56.1 IPS
 
Machine Translation (F32)
100% 153
23.6 IPS
 
Machine Translation (F16)
100% 152
23.4 IPS
 

Compare

Set Baseline Geekbench 6 now available