Geekbench ML Score

1687
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 27 2024 06:47 AM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 2410DPN6CC
Model IDXiaomi 2410DPN6CC
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 14.76 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 983
183.9 IPS
 
Image Classification (F16)
100% 978
183.0 IPS
 
Image Classification (I8)
97% 1639
306.8 IPS
 
Image Segmentation (F32)
100% 1338
22.4 IPS
 
Image Segmentation (F16)
100% 1286
21.5 IPS
 
Image Segmentation (I8)
98% 1278
21.3 IPS
 
Pose Estimation (F32)
100% 1907
2.31 IPS
 
Pose Estimation (F16)
100% 1806
2.19 IPS
 
Pose Estimation (I8)
100% 7878
9.54 IPS
 
Object Detection (F32)
100% 828
61.8 IPS
 
Object Detection (F16)
100% 974
72.7 IPS
 
Object Detection (I8)
61% 1833
136.8 IPS
 
Face Detection (F32)
100% 2184
26.0 IPS
 
Face Detection (F16)
100% 2226
26.5 IPS
 
Face Detection (I8)
86% 3070
36.5 IPS
 
Depth Estimation (F32)
100% 2062
16.0 IPS
 
Depth Estimation (F16)
100% 2041
15.8 IPS
 
Depth Estimation (I8)
95% 3411
26.4 IPS
 
Style Transfer (F32)
100% 3261
4.29 IPS
 
Style Transfer (F16)
100% 3195
4.20 IPS
 
Style Transfer (I8)
98% 7149
9.40 IPS
 
Image Super-Resolution (F32)
100% 1068
38.1 IPS
 
Image Super-Resolution (F16)
100% 1053
37.6 IPS
 
Image Super-Resolution (I8)
98% 3044
108.7 IPS
 
Text Classification (F32)
100% 818
1.18 KIPS
 
Text Classification (F16)
100% 853
1.23 KIPS
 
Text Classification (I8)
92% 602
865.3 IPS
 
Machine Translation (F32)
100% 1649
30.4 IPS
 
Machine Translation (F16)
100% 1692
31.1 IPS
 
Machine Translation (I8)
64% 743
13.7 IPS
 

Compare

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