Geekbench ML Score

745
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 19 2024 06:50 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 NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 409
76.6 IPS
 
Image Classification (F16)
100% 393
73.5 IPS
 
Image Classification (I8)
97% 1089
203.8 IPS
 
Image Segmentation (F32)
100% 499
8.34 IPS
 
Image Segmentation (F16)
100% 487
8.13 IPS
 
Image Segmentation (I8)
98% 1008
16.8 IPS
 
Pose Estimation (F32)
100% 663
0.80 IPS
 
Pose Estimation (F16)
100% 659
0.80 IPS
 
Pose Estimation (I8)
100% 2016
2.44 IPS
 
Object Detection (F32)
100% 292
21.8 IPS
 
Object Detection (F16)
100% 293
21.9 IPS
 
Object Detection (I8)
61% 803
60.0 IPS
 
Face Detection (F32)
100% 748
8.89 IPS
 
Face Detection (F16)
100% 749
8.90 IPS
 
Face Detection (I8)
86% 1692
20.1 IPS
 
Depth Estimation (F32)
100% 655
5.08 IPS
 
Depth Estimation (F16)
100% 725
5.62 IPS
 
Depth Estimation (I8)
95% 2390
18.5 IPS
 
Style Transfer (F32)
100% 1160
1.53 IPS
 
Style Transfer (F16)
100% 1159
1.52 IPS
 
Style Transfer (I8)
98% 3057
4.02 IPS
 
Image Super-Resolution (F32)
100% 464
16.6 IPS
 
Image Super-Resolution (F16)
100% 349
12.5 IPS
 
Image Super-Resolution (I8)
98% 1246
44.5 IPS
 
Text Classification (F32)
100% 402
578.3 IPS
 
Text Classification (F16)
100% 403
578.6 IPS
 
Text Classification (I8)
92% 627
901.1 IPS
 
Machine Translation (F32)
100% 862
15.9 IPS
 
Machine Translation (F16)
100% 1000
18.4 IPS
 
Machine Translation (I8)
64% 747
13.7 IPS
 

Compare

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