Geekbench ML Score

309
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 02 2023 10:50 PM
Views 1

System Information

System Information
Operating System Android 13
Model Google Pixel 4
Model IDGoogle Pixel 4
Motherboard flame
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% 340
36.4 IPS
 
Image Classification (F16)
100% 316
33.8 IPS
 
Image Classification (I8)
81% 169
18.1 IPS
 
Image Segmentation (F32)
100% 404
2.50 IPS
 
Image Segmentation (F16)
100% 401
2.48 IPS
 
Image Segmentation (I8)
89% 668
4.13 IPS
 
Pose Estimation (F32)
100% 208
0.84 IPS
 
Pose Estimation (F16)
100% 201
0.82 IPS
 
Pose Estimation (I8)
80% 176
0.71 IPS
 
Object Detection (F32)
100% 322
11.3 IPS
 
Object Detection (F16)
100% 310
10.9 IPS
 
Object Detection (I8)
52% 245
8.59 IPS
 
Face Detection (F32)
100% 484
5.56 IPS
 
Face Detection (F16)
100% 480
5.52 IPS
 
Face Detection (I8)
75% 452
5.19 IPS
 
Text Classification (F32)
100% 191
75.6 IPS
 
Text Classification (F16)
100% 225
89.1 IPS
 
Machine Translation (F32)
100% 351
54.0 IPS
 
Machine Translation (F16)
100% 377
58.1 IPS
 

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