Geekbench ML Score

435
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 23 2021 10:19 PM
Views 1

System Information

System Information
Operating System Android 12
Model Google Pixel 3 XL
Model IDGoogle Pixel 3 XL
Motherboard crosshatch
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 6 part 2050 revision 13
Base Frequency 1.77 GHz
Cluster 14 Cores @ 1.77 GHz
Cluster 24 Cores @ 2.80 GHz
Memory Information
Size 3.50 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 560
60.0 IPS
 
Image Classification (F16)
100% 793
85.0 IPS
 
Image Classification (I8)
80% 1217
130.4 IPS
 
Image Segmentation (F32)
100% 665
4.11 IPS
 
Image Segmentation (F16)
100% 741
4.57 IPS
 
Image Segmentation (I8)
89% 2320
14.3 IPS
 
Pose Estimation (F32)
100% 280
1.13 IPS
 
Pose Estimation (F16)
100% 665
2.69 IPS
 
Pose Estimation (I8)
80% 1246
5.04 IPS
 
Object Detection (F32)
100% 394
13.8 IPS
 
Object Detection (F16)
100% 493
17.3 IPS
 
Object Detection (I8)
52% 556
19.5 IPS
 
Face Detection (F32)
100% 803
9.23 IPS
 
Face Detection (F16)
97% 968
11.1 IPS
 
Face Detection (I8)
75% 1754
20.1 IPS
 
Text Classification (F32)
54% 11
4.18 IPS
 
Text Classification (F16)
54% 11
4.40 IPS
 
Machine Translation (F32)
100% 235
36.2 IPS
 
Machine Translation (F16)
100% 235
36.2 IPS
 

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