Geekbench ML Score

323
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 29 2021 01:13 AM
Views 1

System Information

System Information
Operating System Android 11
Model OnePlus 7 Pro
Model IDOnePlus GM1915
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% 242
25.9 IPS
 
Image Classification (F16)
100% 245
26.3 IPS
 
Image Classification (I8)
81% 180
19.3 IPS
 
Image Segmentation (F32)
100% 460
2.84 IPS
 
Image Segmentation (F16)
100% 457
2.82 IPS
 
Image Segmentation (I8)
89% 766
4.73 IPS
 
Pose Estimation (F32)
100% 197
0.80 IPS
 
Pose Estimation (F16)
100% 192
0.78 IPS
 
Pose Estimation (I8)
80% 201
0.81 IPS
 
Object Detection (F32)
100% 309
10.8 IPS
 
Object Detection (F16)
100% 305
10.7 IPS
 
Object Detection (I8)
52% 275
9.66 IPS
 
Face Detection (F32)
100% 473
5.43 IPS
 
Face Detection (F16)
100% 466
5.35 IPS
 
Face Detection (I8)
75% 496
5.70 IPS
 
Text Classification (F32)
100% 304
120.4 IPS
 
Text Classification (F16)
100% 304
120.2 IPS
 
Machine Translation (F32)
100% 377
58.1 IPS
 
Machine Translation (F16)
100% 375
57.8 IPS
 

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