Geekbench ML Score

1009
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 02 2024 02:01 PM
Views 2

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% 454
85.0 IPS
 
Image Classification (F16)
100% 435
81.4 IPS
 
Image Classification (I8)
97% 878
164.4 IPS
 
Image Segmentation (F32)
100% 567
9.47 IPS
 
Image Segmentation (F16)
100% 601
10.0 IPS
 
Image Segmentation (I8)
98% 803
13.4 IPS
 
Pose Estimation (F32)
100% 1126
1.36 IPS
 
Pose Estimation (F16)
100% 1065
1.29 IPS
 
Pose Estimation (I8)
100% 4930
5.97 IPS
 
Object Detection (F32)
100% 540
40.3 IPS
 
Object Detection (F16)
100% 491
36.7 IPS
 
Object Detection (I8)
61% 1052
78.5 IPS
 
Face Detection (F32)
100% 997
11.9 IPS
 
Face Detection (F16)
100% 1005
11.9 IPS
 
Face Detection (I8)
86% 2062
24.5 IPS
 
Depth Estimation (F32)
100% 1056
8.19 IPS
 
Depth Estimation (F16)
100% 1069
8.29 IPS
 
Depth Estimation (I8)
95% 1995
15.5 IPS
 
Style Transfer (F32)
100% 1831
2.41 IPS
 
Style Transfer (F16)
100% 1801
2.37 IPS
 
Style Transfer (I8)
98% 3611
4.75 IPS
 
Image Super-Resolution (F32)
100% 791
28.3 IPS
 
Image Super-Resolution (F16)
100% 774
27.6 IPS
 
Image Super-Resolution (I8)
98% 2699
96.4 IPS
 
Text Classification (F32)
100% 680
976.6 IPS
 
Text Classification (F16)
100% 654
939.5 IPS
 
Text Classification (I8)
92% 523
752.2 IPS
 
Machine Translation (F32)
100% 1206
22.2 IPS
 
Machine Translation (F16)
100% 1185
21.8 IPS
 
Machine Translation (I8)
64% 559
10.3 IPS
 

Compare

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