Geekbench ML Score

1515
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 20 2024 04:55 PM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 24129PN74C
Model IDXiaomi 24129PN74C
Motherboard sun
Governorwalt
CPU Information
Name Qualcomm ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 3 part 1 revision 4
Base Frequency 3.53 GHz
Cluster 16 Cores @ 3.53 GHz
Cluster 22 Cores @ 4.32 GHz
Memory Information
Size 10.86 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 999
186.9 IPS
 
Image Classification (F16)
100% 946
177.0 IPS
 
Image Classification (I8)
97% 1195
223.7 IPS
 
Image Segmentation (F32)
100% 1314
22.0 IPS
 
Image Segmentation (F16)
100% 1233
20.6 IPS
 
Image Segmentation (I8)
98% 1311
21.9 IPS
 
Pose Estimation (F32)
100% 1995
2.42 IPS
 
Pose Estimation (F16)
100% 1672
2.03 IPS
 
Pose Estimation (I8)
100% 6195
7.50 IPS
 
Object Detection (F32)
100% 837
62.5 IPS
 
Object Detection (F16)
100% 827
61.8 IPS
 
Object Detection (I8)
61% 1419
106.0 IPS
 
Face Detection (F32)
100% 2059
24.5 IPS
 
Face Detection (F16)
100% 2060
24.5 IPS
 
Face Detection (I8)
86% 2514
29.9 IPS
 
Depth Estimation (F32)
100% 1812
14.1 IPS
 
Depth Estimation (F16)
100% 1801
14.0 IPS
 
Depth Estimation (I8)
95% 2810
21.8 IPS
 
Style Transfer (F32)
100% 2900
3.82 IPS
 
Style Transfer (F16)
100% 2930
3.85 IPS
 
Style Transfer (I8)
98% 6741
8.87 IPS
 
Image Super-Resolution (F32)
100% 957
34.2 IPS
 
Image Super-Resolution (F16)
100% 941
33.6 IPS
 
Image Super-Resolution (I8)
98% 2494
89.1 IPS
 
Text Classification (F32)
100% 757
1.09 KIPS
 
Text Classification (F16)
100% 692
994.8 IPS
 
Text Classification (I8)
92% 481
691.7 IPS
 
Machine Translation (F32)
100% 1616
29.7 IPS
 
Machine Translation (F16)
100% 1634
30.1 IPS
 
Machine Translation (I8)
64% 640
11.8 IPS
 

Compare

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