Geekbench ML Score

324
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date June 12 2021 09:46 PM
Views 1

System Information

System Information
Operating System Android 11
Model OnePlus 7 Pro
Model IDOnePlus GM1913
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 7.30 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 230
24.6 IPS
 
Image Classification (F16)
100% 233
24.9 IPS
 
Image Classification (I8)
81% 149
15.9 IPS
 
Image Segmentation (F32)
100% 456
2.81 IPS
 
Image Segmentation (F16)
100% 450
2.78 IPS
 
Image Segmentation (I8)
89% 736
4.55 IPS
 
Pose Estimation (F32)
100% 234
0.95 IPS
 
Pose Estimation (F16)
100% 227
0.92 IPS
 
Pose Estimation (I8)
80% 216
0.87 IPS
 
Object Detection (F32)
100% 303
10.6 IPS
 
Object Detection (F16)
100% 286
10.0 IPS
 
Object Detection (I8)
52% 221
7.77 IPS
 
Face Detection (F32)
100% 467
5.37 IPS
 
Face Detection (F16)
100% 465
5.35 IPS
 
Face Detection (I8)
75% 474
5.45 IPS
 
Text Classification (F32)
100% 311
122.8 IPS
 
Text Classification (F16)
100% 294
116.2 IPS
 
Machine Translation (F32)
100% 451
69.5 IPS
 
Machine Translation (F16)
100% 449
69.1 IPS
 

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