Geekbench ML Score

1092
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 26 2024 09:20 AM
Views 5

System Information

System Information
Operating System Android 14
Model Xiaomi 23127PN0CG
Model IDXiaomi 23127PN0CG
Motherboard houji
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.30 GHz
Memory Information
Size 10.94 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 524
98.0 IPS
 
Image Classification (F16)
100% 531
99.4 IPS
 
Image Classification (I8)
97% 838
156.8 IPS
 
Image Segmentation (F32)
100% 702
11.7 IPS
 
Image Segmentation (F16)
100% 708
11.8 IPS
 
Image Segmentation (I8)
98% 691
11.5 IPS
 
Pose Estimation (F32)
100% 1405
1.70 IPS
 
Pose Estimation (F16)
100% 1407
1.70 IPS
 
Pose Estimation (I8)
100% 5265
6.38 IPS
 
Object Detection (F32)
100% 559
41.8 IPS
 
Object Detection (F16)
100% 557
41.6 IPS
 
Object Detection (I8)
61% 1130
84.4 IPS
 
Face Detection (F32)
100% 1340
15.9 IPS
 
Face Detection (F16)
100% 1322
15.7 IPS
 
Face Detection (I8)
86% 1916
22.8 IPS
 
Depth Estimation (F32)
100% 1298
10.1 IPS
 
Depth Estimation (F16)
100% 1246
9.66 IPS
 
Depth Estimation (I8)
95% 2035
15.8 IPS
 
Style Transfer (F32)
100% 2470
3.25 IPS
 
Style Transfer (F16)
100% 2444
3.21 IPS
 
Style Transfer (I8)
98% 4982
6.55 IPS
 
Image Super-Resolution (F32)
100% 874
31.2 IPS
 
Image Super-Resolution (F16)
100% 818
29.2 IPS
 
Image Super-Resolution (I8)
98% 2092
74.7 IPS
 
Text Classification (F32)
100% 576
827.3 IPS
 
Text Classification (F16)
100% 574
825.2 IPS
 
Text Classification (I8)
92% 409
587.4 IPS
 
Machine Translation (F32)
100% 1320
24.3 IPS
 
Machine Translation (F16)
100% 1353
24.9 IPS
 
Machine Translation (I8)
64% 399
7.34 IPS
 

Compare

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