Geekbench ML Score

409
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date March 27 2024 07:15 PM
Views 1

System Information

System Information
Operating System Android 14
Model OnePlus CPH2581
Model IDOnePlus CPH2581
Motherboard pineapple
Governoruag
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.30 GHz
Memory Information
Size 22.69 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 178
33.4 IPS
 
Image Classification (F16)
100% 180
33.6 IPS
 
Image Classification (I8)
97% 465
87.0 IPS
 
Image Segmentation (F32)
100% 234
3.91 IPS
 
Image Segmentation (F16)
100% 234
3.90 IPS
 
Image Segmentation (I8)
98% 485
8.09 IPS
 
Pose Estimation (F32)
100% 298
0.36 IPS
 
Pose Estimation (F16)
100% 298
0.36 IPS
 
Pose Estimation (I8)
100% 1113
1.35 IPS
 
Object Detection (F32)
100% 182
13.6 IPS
 
Object Detection (F16)
100% 181
13.5 IPS
 
Object Detection (I8)
61% 490
36.6 IPS
 
Face Detection (F32)
100% 508
6.04 IPS
 
Face Detection (F16)
100% 508
6.04 IPS
 
Face Detection (I8)
86% 978
11.6 IPS
 
Depth Estimation (F32)
100% 399
3.10 IPS
 
Depth Estimation (F16)
100% 417
3.24 IPS
 
Depth Estimation (I8)
95% 1158
8.98 IPS
 
Style Transfer (F32)
100% 733
0.96 IPS
 
Style Transfer (F16)
100% 731
0.96 IPS
 
Style Transfer (I8)
98% 2018
2.65 IPS
 
Image Super-Resolution (F32)
100% 212
7.56 IPS
 
Image Super-Resolution (F16)
100% 212
7.56 IPS
 
Image Super-Resolution (I8)
98% 741
26.5 IPS
 
Text Classification (F32)
100% 239
342.8 IPS
 
Text Classification (F16)
100% 238
342.6 IPS
 
Text Classification (I8)
92% 390
560.9 IPS
 
Machine Translation (F32)
100% 435
8.00 IPS
 
Machine Translation (F16)
100% 436
8.02 IPS
 
Machine Translation (I8)
64% 493
9.07 IPS
 

Compare

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