Geekbench ML Score

1608
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 19 2024 08:53 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% 1014
189.8 IPS
 
Image Classification (F16)
100% 991
185.4 IPS
 
Image Classification (I8)
97% 1114
208.4 IPS
 
Image Segmentation (F32)
100% 1221
20.4 IPS
 
Image Segmentation (F16)
100% 1257
21.0 IPS
 
Image Segmentation (I8)
98% 1365
22.8 IPS
 
Pose Estimation (F32)
100% 1895
2.29 IPS
 
Pose Estimation (F16)
100% 1933
2.34 IPS
 
Pose Estimation (I8)
100% 7543
9.13 IPS
 
Object Detection (F32)
100% 1024
76.5 IPS
 
Object Detection (F16)
100% 965
72.0 IPS
 
Object Detection (I8)
61% 1646
122.9 IPS
 
Face Detection (F32)
100% 2204
26.2 IPS
 
Face Detection (F16)
100% 2179
25.9 IPS
 
Face Detection (I8)
86% 3255
38.7 IPS
 
Depth Estimation (F32)
100% 1967
15.3 IPS
 
Depth Estimation (F16)
100% 2096
16.3 IPS
 
Depth Estimation (I8)
95% 3096
24.0 IPS
 
Style Transfer (F32)
100% 2965
3.90 IPS
 
Style Transfer (F16)
100% 3048
4.01 IPS
 
Style Transfer (I8)
98% 7093
9.33 IPS
 
Image Super-Resolution (F32)
100% 914
32.7 IPS
 
Image Super-Resolution (F16)
100% 1017
36.3 IPS
 
Image Super-Resolution (I8)
98% 2791
99.7 IPS
 
Text Classification (F32)
100% 814
1.17 KIPS
 
Text Classification (F16)
100% 758
1.09 KIPS
 
Text Classification (I8)
92% 503
723.3 IPS
 
Machine Translation (F32)
100% 1706
31.4 IPS
 
Machine Translation (F16)
100% 1737
32.0 IPS
 
Machine Translation (I8)
64% 484
8.91 IPS
 

Compare

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