Geekbench ML Score

900
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 19 2024 08:05 AM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 24018RPACC
Model IDXiaomi 24018RPACC
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 11.19 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 430
80.5 IPS
 
Image Classification (F16)
100% 374
69.9 IPS
 
Image Classification (I8)
97% 779
145.7 IPS
 
Image Segmentation (F32)
100% 535
8.94 IPS
 
Image Segmentation (F16)
100% 606
10.1 IPS
 
Image Segmentation (I8)
98% 772
12.9 IPS
 
Pose Estimation (F32)
100% 988
1.20 IPS
 
Pose Estimation (F16)
100% 976
1.18 IPS
 
Pose Estimation (I8)
100% 4099
4.96 IPS
 
Object Detection (F32)
100% 471
35.2 IPS
 
Object Detection (F16)
100% 483
36.0 IPS
 
Object Detection (I8)
61% 1046
78.1 IPS
 
Face Detection (F32)
100% 1075
12.8 IPS
 
Face Detection (F16)
100% 975
11.6 IPS
 
Face Detection (I8)
86% 1632
19.4 IPS
 
Depth Estimation (F32)
100% 936
7.26 IPS
 
Depth Estimation (F16)
100% 959
7.43 IPS
 
Depth Estimation (I8)
95% 1913
14.8 IPS
 
Style Transfer (F32)
100% 1776
2.34 IPS
 
Style Transfer (F16)
100% 1794
2.36 IPS
 
Style Transfer (I8)
98% 3924
5.16 IPS
 
Image Super-Resolution (F32)
100% 594
21.2 IPS
 
Image Super-Resolution (F16)
100% 624
22.3 IPS
 
Image Super-Resolution (I8)
98% 2003
71.5 IPS
 
Text Classification (F32)
100% 611
877.5 IPS
 
Text Classification (F16)
100% 569
818.1 IPS
 
Text Classification (I8)
92% 426
611.9 IPS
 
Machine Translation (F32)
100% 915
16.8 IPS
 
Machine Translation (F16)
100% 874
16.1 IPS
 
Machine Translation (I8)
64% 456
8.40 IPS
 

Compare

Set Baseline Geekbench 6 now available