Geekbench ML Score

328
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for Android AArch64

Result Information

Upload Date August 16 2024 08:02 PM
Views 1

System Information

System Information
Operating System Android 11
Model Xiaomi Mi 9
Model IDXiaomi MI 9
Motherboard cepheus
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 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 5.37 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 339
36.4 IPS
 
Image Classification (F16)
100% 265
28.4 IPS
 
Image Classification (I8)
81% 172
18.4 IPS
 
Image Segmentation (F32)
100% 488
3.01 IPS
 
Image Segmentation (F16)
100% 504
3.11 IPS
 
Image Segmentation (I8)
89% 651
4.02 IPS
 
Pose Estimation (F32)
100% 221
0.89 IPS
 
Pose Estimation (F16)
100% 221
0.89 IPS
 
Pose Estimation (I8)
80% 192
0.78 IPS
 
Object Detection (F32)
100% 379
13.3 IPS
 
Object Detection (F16)
100% 384
13.5 IPS
 
Object Detection (I8)
52% 320
11.2 IPS
 
Face Detection (F32)
100% 491
5.64 IPS
 
Face Detection (F16)
100% 493
5.66 IPS
 
Face Detection (I8)
75% 471
5.41 IPS
 
Text Classification (F32)
100% 252
99.7 IPS
 
Text Classification (F16)
100% 251
99.4 IPS
 
Machine Translation (F32)
100% 286
44.1 IPS
 
Machine Translation (F16)
100% 291
44.9 IPS
 

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