Geekbench ML Score

332
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date June 11 2021 03:05 AM
Views 1

System Information

System Information
Operating System Android 11
Model OnePlus Nord
Model IDOnePlus AC2001
Motherboard lito
Governor
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 14
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 21 Core @ 2.21 GHz
Cluster 31 Core @ 2.40 GHz
Memory Information
Size 7.27 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 295
31.6 IPS
 
Image Classification (F16)
100% 390
41.7 IPS
 
Image Classification (I8)
80% 549
58.8 IPS
 
Image Segmentation (F32)
100% 418
2.58 IPS
 
Image Segmentation (F16)
100% 506
3.13 IPS
 
Image Segmentation (I8)
89% 1577
9.74 IPS
 
Pose Estimation (F32)
100% 144
0.58 IPS
 
Pose Estimation (F16)
100% 323
1.31 IPS
 
Pose Estimation (I8)
80% 4031
16.3 IPS
 
Object Detection (F32)
100% 268
9.39 IPS
 
Object Detection (F16)
100% 255
8.96 IPS
 
Object Detection (I8)
52% 705
24.7 IPS
 
Face Detection (F32)
100% 406
4.67 IPS
 
Face Detection (F16)
97% 496
5.70 IPS
 
Face Detection (I8)
75% 2432
27.9 IPS
 
Text Classification (F32)
54% 10
3.81 IPS
 
Text Classification (F16)
54% 9
3.51 IPS
 
Machine Translation (F32)
100% 309
47.6 IPS
 
Machine Translation (F16)
100% 310
47.7 IPS
 

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