Geekbench ML Score

229
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for Android AArch64

Result Information

Upload Date August 19 2024 01:34 AM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi Poco X3 NFC
Model IDXiaomi M2007J20CG
Motherboard surya
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.30 GHz
Memory Information
Size 5.50 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 149
15.9 IPS
 
Image Classification (F16)
100% 142
15.3 IPS
 
Image Classification (I8)
81% 197
21.1 IPS
 
Image Segmentation (F32)
100% 328
2.03 IPS
 
Image Segmentation (F16)
100% 332
2.05 IPS
 
Image Segmentation (I8)
89% 577
3.56 IPS
 
Pose Estimation (F32)
100% 134
0.54 IPS
 
Pose Estimation (F16)
100% 113
0.46 IPS
 
Pose Estimation (I8)
80% 142
0.58 IPS
 
Object Detection (F32)
100% 186
6.51 IPS
 
Object Detection (F16)
100% 182
6.38 IPS
 
Object Detection (I8)
52% 355
12.5 IPS
 
Face Detection (F32)
100% 300
3.45 IPS
 
Face Detection (F16)
100% 296
3.40 IPS
 
Face Detection (I8)
75% 425
4.88 IPS
 
Text Classification (F32)
100% 249
98.3 IPS
 
Text Classification (F16)
100% 250
98.8 IPS
 
Machine Translation (F32)
100% 210
32.4 IPS
 
Machine Translation (F16)
100% 210
32.4 IPS
 

Compare

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