Geekbench ML Score

342
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 24 2021 12:44 AM
Views 1

System Information

System Information
Operating System Android 12
Model Google Pixel 4 XL
Model IDGoogle Pixel 4 XL
Motherboard coral
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 5.34 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 312
33.4 IPS
 
Image Classification (F16)
100% 311
33.4 IPS
 
Image Classification (I8)
81% 188
20.1 IPS
 
Image Segmentation (F32)
100% 444
2.74 IPS
 
Image Segmentation (F16)
100% 441
2.73 IPS
 
Image Segmentation (I8)
89% 765
4.72 IPS
 
Pose Estimation (F32)
100% 224
0.91 IPS
 
Pose Estimation (F16)
100% 215
0.87 IPS
 
Pose Estimation (I8)
80% 214
0.87 IPS
 
Object Detection (F32)
100% 377
13.2 IPS
 
Object Detection (F16)
100% 372
13.0 IPS
 
Object Detection (I8)
52% 273
9.57 IPS
 
Face Detection (F32)
100% 543
6.23 IPS
 
Face Detection (F16)
100% 546
6.27 IPS
 
Face Detection (I8)
75% 487
5.59 IPS
 
Text Classification (F32)
100% 281
111.2 IPS
 
Text Classification (F16)
100% 314
124.2 IPS
 
Machine Translation (F32)
100% 295
45.5 IPS
 
Machine Translation (F16)
100% 365
56.2 IPS
 

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