Geekbench ML Score

838
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 26 2022 11:13 AM
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 GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 652
69.8 IPS
 
Image Classification (F16)
100% 1086
116.3 IPS
 
Image Classification (I8)
80% 1066
114.2 IPS
 
Image Segmentation (F32)
100% 1459
9.01 IPS
 
Image Segmentation (F16)
100% 2335
14.4 IPS
 
Image Segmentation (I8)
89% 2305
14.2 IPS
 
Pose Estimation (F32)
100% 719
2.91 IPS
 
Pose Estimation (F16)
100% 1307
5.29 IPS
 
Pose Estimation (I8)
80% 1298
5.25 IPS
 
Object Detection (F32)
100% 359
12.6 IPS
 
Object Detection (F16)
99% 525
18.4 IPS
 
Object Detection (I8)
53% 507
17.8 IPS
 
Face Detection (F32)
100% 1234
14.2 IPS
 
Face Detection (F16)
97% 2042
23.5 IPS
 
Face Detection (I8)
76% 1823
20.9 IPS
 
Text Classification (F32)
100% 445
176.0 IPS
 
Text Classification (F16)
98% 466
184.1 IPS
 
Machine Translation (F32)
100% 230
35.4 IPS
 
Machine Translation (F16)
100% 233
35.9 IPS
 

Compare

Set Baseline Geekbench 6 now available