Geekbench ML Score

383
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

User lucenera
Upload Date May 11 2021 12:21 PM
Views 1

System Information

System Information
Operating System Android 11
Model OnePlus 8T
Model IDOnePlus KB2003
Motherboard kona
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 7.34 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 330
35.3 IPS
 
Image Classification (F16)
100% 244
26.1 IPS
 
Image Classification (I8)
81% 212
22.7 IPS
 
Image Segmentation (F32)
100% 545
3.37 IPS
 
Image Segmentation (F16)
100% 558
3.45 IPS
 
Image Segmentation (I8)
89% 850
5.25 IPS
 
Pose Estimation (F32)
100% 249
1.01 IPS
 
Pose Estimation (F16)
100% 266
1.08 IPS
 
Pose Estimation (I8)
80% 231
0.93 IPS
 
Object Detection (F32)
100% 315
11.1 IPS
 
Object Detection (F16)
100% 368
12.9 IPS
 
Object Detection (I8)
52% 274
9.61 IPS
 
Face Detection (F32)
100% 606
6.96 IPS
 
Face Detection (F16)
100% 532
6.12 IPS
 
Face Detection (I8)
75% 468
5.38 IPS
 
Text Classification (F32)
100% 351
138.7 IPS
 
Text Classification (F16)
100% 348
137.4 IPS
 
Machine Translation (F32)
100% 560
86.3 IPS
 
Machine Translation (F16)
100% 555
85.6 IPS
 

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