Geekbench ML Score

135
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 19 2024 06:04 PM
Views 3

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 NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 120
12.9 IPS
 
Image Classification (F16)
100% 118
12.6 IPS
 
Image Classification (I8)
81% 137
14.6 IPS
 
Image Segmentation (F32)
100% 185
1.14 IPS
 
Image Segmentation (F16)
100% 183
1.13 IPS
 
Image Segmentation (I8)
89% 234
1.45 IPS
 
Pose Estimation (F32)
100% 73
0.29 IPS
 
Pose Estimation (F16)
100% 71
0.29 IPS
 
Pose Estimation (I8)
80% 44
0.18 IPS
 
Object Detection (F32)
100% 146
5.13 IPS
 
Object Detection (F16)
100% 151
5.30 IPS
 
Object Detection (I8)
52% 165
5.80 IPS
 
Face Detection (F32)
100% 162
1.86 IPS
 
Face Detection (F16)
100% 161
1.85 IPS
 
Face Detection (I8)
75% 178
2.05 IPS
 
Text Classification (F32)
100% 176
69.5 IPS
 
Text Classification (F16)
100% 176
69.7 IPS
 
Machine Translation (F32)
100% 137
21.2 IPS
 
Machine Translation (F16)
100% 133
20.5 IPS
 

Compare

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