Geekbench ML Score

320
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 26 2022 10:15 AM
Views 1

System Information

System Information
Operating System Android 11
Model OnePlus 7 Pro
Model IDOnePlus GM1911
Motherboard msmnile
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 11.19 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 235
25.2 IPS
 
Image Classification (F16)
100% 230
24.6 IPS
 
Image Classification (I8)
81% 166
17.8 IPS
 
Image Segmentation (F32)
100% 441
2.72 IPS
 
Image Segmentation (F16)
100% 444
2.74 IPS
 
Image Segmentation (I8)
89% 731
4.51 IPS
 
Pose Estimation (F32)
100% 212
0.86 IPS
 
Pose Estimation (F16)
100% 205
0.83 IPS
 
Pose Estimation (I8)
80% 215
0.87 IPS
 
Object Detection (F32)
100% 284
9.95 IPS
 
Object Detection (F16)
100% 280
9.82 IPS
 
Object Detection (I8)
52% 240
8.43 IPS
 
Face Detection (F32)
100% 468
5.37 IPS
 
Face Detection (F16)
100% 466
5.36 IPS
 
Face Detection (I8)
75% 474
5.44 IPS
 
Text Classification (F32)
100% 291
115.3 IPS
 
Text Classification (F16)
100% 302
119.3 IPS
 
Machine Translation (F32)
100% 447
68.9 IPS
 
Machine Translation (F16)
100% 446
68.8 IPS
 

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