Geekbench ML Score

361
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 14 2023 10:38 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi M2012K11AG
Model IDXiaomi M2012K11AG
Motherboard alioth
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 5.48 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 304
32.6 IPS
 
Image Classification (F16)
100% 232
24.8 IPS
 
Image Classification (I8)
81% 199
21.3 IPS
 
Image Segmentation (F32)
100% 528
3.26 IPS
 
Image Segmentation (F16)
100% 551
3.41 IPS
 
Image Segmentation (I8)
89% 741
4.58 IPS
 
Pose Estimation (F32)
100% 247
1.00 IPS
 
Pose Estimation (F16)
100% 249
1.01 IPS
 
Pose Estimation (I8)
80% 220
0.89 IPS
 
Object Detection (F32)
100% 353
12.4 IPS
 
Object Detection (F16)
100% 326
11.5 IPS
 
Object Detection (I8)
52% 284
9.96 IPS
 
Face Detection (F32)
100% 549
6.31 IPS
 
Face Detection (F16)
100% 544
6.25 IPS
 
Face Detection (I8)
75% 464
5.33 IPS
 
Text Classification (F32)
100% 317
125.5 IPS
 
Text Classification (F16)
100% 329
130.3 IPS
 
Machine Translation (F32)
100% 458
70.6 IPS
 
Machine Translation (F16)
100% 457
70.5 IPS
 

Compare

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