Geekbench ML Score

189
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 13 2023 11:44 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 220333QL
Model IDXiaomi 220333QL
Motherboard wind
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 2.58 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 113
12.1 IPS
 
Image Classification (F16)
100% 128
13.7 IPS
 
Image Classification (I8)
81% 258
27.6 IPS
 
Image Segmentation (F32)
100% 229
1.41 IPS
 
Image Segmentation (F16)
100% 237
1.46 IPS
 
Image Segmentation (I8)
89% 571
3.53 IPS
 
Pose Estimation (F32)
100% 103
0.42 IPS
 
Pose Estimation (F16)
100% 104
0.42 IPS
 
Pose Estimation (I8)
80% 167
0.68 IPS
 
Object Detection (F32)
100% 190
6.67 IPS
 
Object Detection (F16)
100% 178
6.24 IPS
 
Object Detection (I8)
52% 275
9.65 IPS
 
Face Detection (F32)
100% 223
2.56 IPS
 
Face Detection (F16)
100% 230
2.65 IPS
 
Face Detection (I8)
75% 459
5.27 IPS
 
Text Classification (F32)
100% 141
55.6 IPS
 
Text Classification (F16)
100% 141
55.9 IPS
 
Machine Translation (F32)
100% 148
22.9 IPS
 
Machine Translation (F16)
100% 147
22.7 IPS
 

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