Geekbench ML Score

467
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 04:15 PM
Views 2

System Information

System Information
Operating System Android 12
Model Xiaomi 22081212UG
Model IDXiaomi 22081212UG
Motherboard diting
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 2.02 GHz
Cluster 14 Cores @ 2.02 GHz
Cluster 23 Cores @ 2.75 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 10.91 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 484
51.9 IPS
 
Image Classification (F16)
100% 481
51.5 IPS
 
Image Classification (I8)
81% 206
22.0 IPS
 
Image Segmentation (F32)
100% 693
4.28 IPS
 
Image Segmentation (F16)
100% 684
4.22 IPS
 
Image Segmentation (I8)
89% 883
5.45 IPS
 
Pose Estimation (F32)
100% 334
1.35 IPS
 
Pose Estimation (F16)
100% 332
1.34 IPS
 
Pose Estimation (I8)
80% 236
0.96 IPS
 
Object Detection (F32)
100% 504
17.7 IPS
 
Object Detection (F16)
100% 502
17.6 IPS
 
Object Detection (I8)
52% 316
11.1 IPS
 
Face Detection (F32)
100% 774
8.89 IPS
 
Face Detection (F16)
100% 778
8.93 IPS
 
Face Detection (I8)
75% 535
6.15 IPS
 
Text Classification (F32)
100% 335
132.5 IPS
 
Text Classification (F16)
100% 333
131.9 IPS
 
Machine Translation (F32)
100% 600
92.5 IPS
 
Machine Translation (F16)
100% 591
91.1 IPS
 

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