Geekbench ML Score

1335
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 19 2024 04:34 PM
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% 778
145.6 IPS
 
Image Classification (F16)
100% 877
164.1 IPS
 
Image Classification (I8)
97% 1208
226.1 IPS
 
Image Segmentation (F32)
100% 1171
19.6 IPS
 
Image Segmentation (F16)
100% 1104
18.4 IPS
 
Image Segmentation (I8)
98% 977
16.3 IPS
 
Pose Estimation (F32)
100% 1655
2.00 IPS
 
Pose Estimation (F16)
100% 1723
2.09 IPS
 
Pose Estimation (I8)
100% 6536
7.91 IPS
 
Object Detection (F32)
100% 867
64.7 IPS
 
Object Detection (F16)
100% 772
57.6 IPS
 
Object Detection (I8)
61% 1104
82.4 IPS
 
Face Detection (F32)
100% 1758
20.9 IPS
 
Face Detection (F16)
100% 1776
21.1 IPS
 
Face Detection (I8)
86% 2101
25.0 IPS
 
Depth Estimation (F32)
100% 1588
12.3 IPS
 
Depth Estimation (F16)
100% 1618
12.5 IPS
 
Depth Estimation (I8)
95% 2638
20.5 IPS
 
Style Transfer (F32)
100% 2689
3.54 IPS
 
Style Transfer (F16)
100% 2686
3.53 IPS
 
Style Transfer (I8)
98% 6350
8.35 IPS
 
Image Super-Resolution (F32)
100% 768
27.4 IPS
 
Image Super-Resolution (F16)
100% 797
28.5 IPS
 
Image Super-Resolution (I8)
98% 2224
79.4 IPS
 
Text Classification (F32)
100% 570
819.2 IPS
 
Text Classification (F16)
100% 579
831.9 IPS
 
Text Classification (I8)
92% 374
537.8 IPS
 
Machine Translation (F32)
100% 1361
25.1 IPS
 
Machine Translation (F16)
100% 1445
26.6 IPS
 
Machine Translation (I8)
64% 607
11.2 IPS
 

Compare

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