Geekbench ML Score

1673
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 27 2024 08:15 PM
Views 5

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% 982
183.7 IPS
 
Image Classification (F16)
100% 1056
197.7 IPS
 
Image Classification (I8)
97% 1223
228.9 IPS
 
Image Segmentation (F32)
100% 1116
18.6 IPS
 
Image Segmentation (F16)
100% 1215
20.3 IPS
 
Image Segmentation (I8)
98% 1460
24.4 IPS
 
Pose Estimation (F32)
100% 1950
2.36 IPS
 
Pose Estimation (F16)
100% 1758
2.13 IPS
 
Pose Estimation (I8)
100% 6778
8.21 IPS
 
Object Detection (F32)
100% 813
60.7 IPS
 
Object Detection (F16)
100% 894
66.8 IPS
 
Object Detection (I8)
61% 1461
109.0 IPS
 
Face Detection (F32)
100% 1846
22.0 IPS
 
Face Detection (F16)
100% 2045
24.3 IPS
 
Face Detection (I8)
86% 3676
43.7 IPS
 
Depth Estimation (F32)
100% 2025
15.7 IPS
 
Depth Estimation (F16)
100% 1983
15.4 IPS
 
Depth Estimation (I8)
95% 4098
31.8 IPS
 
Style Transfer (F32)
100% 3115
4.10 IPS
 
Style Transfer (F16)
100% 3094
4.07 IPS
 
Style Transfer (I8)
98% 8614
11.3 IPS
 
Image Super-Resolution (F32)
100% 1065
38.0 IPS
 
Image Super-Resolution (F16)
100% 1062
37.9 IPS
 
Image Super-Resolution (I8)
98% 3339
119.2 IPS
 
Text Classification (F32)
100% 879
1.26 KIPS
 
Text Classification (F16)
100% 852
1.22 KIPS
 
Text Classification (I8)
92% 566
813.6 IPS
 
Machine Translation (F32)
100% 1807
33.3 IPS
 
Machine Translation (F16)
100% 1877
34.5 IPS
 
Machine Translation (I8)
64% 808
14.9 IPS
 

Compare

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