Geekbench ML Score

932
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 27 2024 08:33 AM
Views 1

System Information

System Information
Operating System Android 14
Model Google Pixel 8 Pro
Model IDGoogle Pixel 8 Pro
Motherboard husky
Governorsched_pixel
CPU Information
Name ARM ARMv8
Topology 1 Processor, 9 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 1.70 GHz
Cluster 14 Cores @ 1.70 GHz
Cluster 24 Cores @ 2.37 GHz
Cluster 31 Core @ 2.91 GHz
Memory Information
Size 11.32 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 472
88.4 IPS
 
Image Classification (F16)
100% 458
85.7 IPS
 
Image Classification (I8)
97% 757
141.7 IPS
 
Image Segmentation (F32)
100% 590
9.86 IPS
 
Image Segmentation (F16)
100% 598
9.99 IPS
 
Image Segmentation (I8)
98% 782
13.1 IPS
 
Pose Estimation (F32)
100% 1070
1.30 IPS
 
Pose Estimation (F16)
100% 993
1.20 IPS
 
Pose Estimation (I8)
100% 4574
5.54 IPS
 
Object Detection (F32)
100% 499
37.3 IPS
 
Object Detection (F16)
100% 464
34.6 IPS
 
Object Detection (I8)
61% 989
73.8 IPS
 
Face Detection (F32)
100% 1038
12.3 IPS
 
Face Detection (F16)
100% 1008
12.0 IPS
 
Face Detection (I8)
86% 1921
22.8 IPS
 
Depth Estimation (F32)
100% 1001
7.76 IPS
 
Depth Estimation (F16)
100% 1007
7.81 IPS
 
Depth Estimation (I8)
95% 2001
15.5 IPS
 
Style Transfer (F32)
100% 1719
2.26 IPS
 
Style Transfer (F16)
100% 1781
2.34 IPS
 
Style Transfer (I8)
98% 3834
5.04 IPS
 
Image Super-Resolution (F32)
100% 746
26.7 IPS
 
Image Super-Resolution (F16)
100% 711
25.4 IPS
 
Image Super-Resolution (I8)
98% 2181
77.9 IPS
 
Text Classification (F32)
100% 547
786.2 IPS
 
Text Classification (F16)
100% 556
799.6 IPS
 
Text Classification (I8)
92% 506
726.8 IPS
 
Machine Translation (F32)
100% 937
17.2 IPS
 
Machine Translation (F16)
100% 878
16.2 IPS
 
Machine Translation (I8)
64% 351
6.46 IPS
 

Compare

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