Geekbench ML Score

403
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 08 2024 12:11 PM
Views 1

System Information

System Information
Operating System Android 14
Model OnePlus Nord CE 2 Lite
Model IDOnePlus CPH2381
Motherboard holi
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 1
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.21 GHz
Memory Information
Size 5.28 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 191
35.7 IPS
 
Image Classification (F16)
100% 191
35.8 IPS
 
Image Classification (I8)
97% 484
90.6 IPS
 
Image Segmentation (F32)
100% 257
4.29 IPS
 
Image Segmentation (F16)
100% 244
4.08 IPS
 
Image Segmentation (I8)
98% 389
6.50 IPS
 
Pose Estimation (F32)
100% 362
0.44 IPS
 
Pose Estimation (F16)
100% 360
0.44 IPS
 
Pose Estimation (I8)
100% 1930
2.34 IPS
 
Object Detection (F32)
100% 213
15.9 IPS
 
Object Detection (F16)
100% 151
11.3 IPS
 
Object Detection (I8)
61% 560
41.8 IPS
 
Face Detection (F32)
100% 414
4.93 IPS
 
Face Detection (F16)
100% 426
5.06 IPS
 
Face Detection (I8)
86% 1098
13.1 IPS
 
Depth Estimation (F32)
100% 421
3.26 IPS
 
Depth Estimation (F16)
100% 415
3.22 IPS
 
Depth Estimation (I8)
95% 1084
8.41 IPS
 
Style Transfer (F32)
100% 671
0.88 IPS
 
Style Transfer (F16)
100% 666
0.88 IPS
 
Style Transfer (I8)
98% 1884
2.48 IPS
 
Image Super-Resolution (F32)
100% 240
8.57 IPS
 
Image Super-Resolution (F16)
100% 235
8.39 IPS
 
Image Super-Resolution (I8)
98% 774
27.7 IPS
 
Text Classification (F32)
100% 240
344.3 IPS
 
Text Classification (F16)
100% 240
345.3 IPS
 
Text Classification (I8)
92% 192
276.2 IPS
 
Machine Translation (F32)
100% 463
8.52 IPS
 
Machine Translation (F16)
100% 466
8.57 IPS
 
Machine Translation (I8)
64% 236
4.34 IPS
 

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