Geekbench ML Score

815
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 23 2021 10:27 PM
Views 3

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 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 610
65.4 IPS
 
Image Classification (F16)
100% 1082
116.0 IPS
 
Image Classification (I8)
80% 972
104.2 IPS
 
Image Segmentation (F32)
100% 1454
8.98 IPS
 
Image Segmentation (F16)
100% 2484
15.3 IPS
 
Image Segmentation (I8)
89% 2301
14.2 IPS
 
Pose Estimation (F32)
100% 687
2.78 IPS
 
Pose Estimation (F16)
100% 1307
5.29 IPS
 
Pose Estimation (I8)
80% 1298
5.25 IPS
 
Object Detection (F32)
100% 402
14.1 IPS
 
Object Detection (F16)
99% 481
16.9 IPS
 
Object Detection (I8)
53% 510
17.9 IPS
 
Face Detection (F32)
100% 1224
14.1 IPS
 
Face Detection (F16)
97% 1954
22.4 IPS
 
Face Detection (I8)
76% 1792
20.6 IPS
 
Text Classification (F32)
100% 444
175.7 IPS
 
Text Classification (F16)
98% 503
199.1 IPS
 
Machine Translation (F32)
100% 190
29.2 IPS
 
Machine Translation (F16)
100% 188
29.0 IPS
 

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