Geekbench ML Score

225
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for Android AArch64

Result Information

Upload Date August 27 2024 12:51 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% 138
14.8 IPS
 
Image Classification (F16)
100% 126
13.5 IPS
 
Image Classification (I8)
81% 228
24.4 IPS
 
Image Segmentation (F32)
100% 336
2.08 IPS
 
Image Segmentation (F16)
100% 347
2.14 IPS
 
Image Segmentation (I8)
89% 572
3.53 IPS
 
Pose Estimation (F32)
100% 123
0.50 IPS
 
Pose Estimation (F16)
100% 113
0.46 IPS
 
Pose Estimation (I8)
80% 117
0.47 IPS
 
Object Detection (F32)
100% 176
6.19 IPS
 
Object Detection (F16)
100% 202
7.08 IPS
 
Object Detection (I8)
52% 353
12.4 IPS
 
Face Detection (F32)
100% 294
3.37 IPS
 
Face Detection (F16)
100% 299
3.43 IPS
 
Face Detection (I8)
75% 430
4.93 IPS
 
Text Classification (F32)
100% 255
100.7 IPS
 
Text Classification (F16)
100% 252
99.8 IPS
 
Machine Translation (F32)
100% 199
30.7 IPS
 
Machine Translation (F16)
100% 189
29.2 IPS
 

Compare

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