Geekbench ML Score

1276
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 20 2024 06:14 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% 787
147.2 IPS
 
Image Classification (F16)
100% 760
142.3 IPS
 
Image Classification (I8)
97% 1016
190.1 IPS
 
Image Segmentation (F32)
100% 1008
16.8 IPS
 
Image Segmentation (F16)
100% 999
16.7 IPS
 
Image Segmentation (I8)
98% 871
14.6 IPS
 
Pose Estimation (F32)
100% 1630
1.97 IPS
 
Pose Estimation (F16)
100% 1572
1.90 IPS
 
Pose Estimation (I8)
100% 5889
7.13 IPS
 
Object Detection (F32)
100% 768
57.3 IPS
 
Object Detection (F16)
100% 750
56.0 IPS
 
Object Detection (I8)
61% 1185
88.5 IPS
 
Face Detection (F32)
100% 1834
21.8 IPS
 
Face Detection (F16)
100% 1926
22.9 IPS
 
Face Detection (I8)
86% 2072
24.6 IPS
 
Depth Estimation (F32)
100% 1640
12.7 IPS
 
Depth Estimation (F16)
100% 1652
12.8 IPS
 
Depth Estimation (I8)
95% 2552
19.8 IPS
 
Style Transfer (F32)
100% 2613
3.44 IPS
 
Style Transfer (F16)
100% 2658
3.50 IPS
 
Style Transfer (I8)
98% 6099
8.02 IPS
 
Image Super-Resolution (F32)
100% 773
27.6 IPS
 
Image Super-Resolution (F16)
100% 719
25.7 IPS
 
Image Super-Resolution (I8)
98% 1764
63.0 IPS
 
Text Classification (F32)
100% 595
855.5 IPS
 
Text Classification (F16)
100% 599
861.3 IPS
 
Text Classification (I8)
92% 400
574.5 IPS
 
Machine Translation (F32)
100% 1431
26.3 IPS
 
Machine Translation (F16)
100% 1465
27.0 IPS
 
Machine Translation (I8)
64% 443
8.15 IPS
 

Compare

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