Geekbench ML Score

165
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 19 2024 06:10 PM
Views 1

System Information

System Information
Operating System Android 11
Model Google Pixel 2 XL
Model IDGoogle Pixel 2 XL
Motherboard taimen
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 10 part 2048 revision 1
Base Frequency 1.90 GHz
Cluster 14 Cores @ 1.90 GHz
Cluster 24 Cores @ 2.46 GHz
Memory Information
Size 3.58 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 121
13.0 IPS
 
Image Classification (F16)
100% 122
13.0 IPS
 
Image Classification (I8)
81% 137
14.7 IPS
 
Image Segmentation (F32)
100% 220
1.36 IPS
 
Image Segmentation (F16)
100% 218
1.35 IPS
 
Image Segmentation (I8)
89% 496
3.06 IPS
 
Pose Estimation (F32)
100% 90
0.37 IPS
 
Pose Estimation (F16)
100% 89
0.36 IPS
 
Pose Estimation (I8)
80% 142
0.57 IPS
 
Object Detection (F32)
100% 168
5.91 IPS
 
Object Detection (F16)
100% 169
5.94 IPS
 
Object Detection (I8)
52% 193
6.79 IPS
 
Face Detection (F32)
100% 208
2.39 IPS
 
Face Detection (F16)
100% 204
2.34 IPS
 
Face Detection (I8)
75% 322
3.70 IPS
 
Text Classification (F32)
100% 143
56.4 IPS
 
Text Classification (F16)
100% 141
55.9 IPS
 
Machine Translation (F32)
100% 136
21.0 IPS
 
Machine Translation (F16)
100% 128
19.7 IPS
 

Compare

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