Geekbench ML Score

377
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 24 2023 01:27 AM
Views 1

System Information

System Information
Operating System Android 13
Model Google Pixel 7 Pro
Model IDGoogle Pixel 7 Pro
Motherboard cheetah
Governorsched_pixel
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.35 GHz
Cluster 32 Cores @ 2.85 GHz
Memory Information
Size 11.15 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 181
19.4 IPS
 
Image Classification (F16)
100% 103
11.1 IPS
 
Image Classification (I8)
81% 267
28.6 IPS
 
Image Segmentation (F32)
100% 484
2.99 IPS
 
Image Segmentation (F16)
100% 474
2.93 IPS
 
Image Segmentation (I8)
89% 759
4.69 IPS
 
Pose Estimation (F32)
100% 296
1.20 IPS
 
Pose Estimation (F16)
100% 273
1.10 IPS
 
Pose Estimation (I8)
80% 252
1.02 IPS
 
Object Detection (F32)
100% 151
5.31 IPS
 
Object Detection (F16)
100% 156
5.48 IPS
 
Object Detection (I8)
52% 334
11.7 IPS
 
Face Detection (F32)
100% 587
6.74 IPS
 
Face Detection (F16)
100% 585
6.73 IPS
 
Face Detection (I8)
75% 543
6.23 IPS
 
Text Classification (F32)
100% 858
339.2 IPS
 
Text Classification (F16)
100% 905
357.9 IPS
 
Machine Translation (F32)
100% 670
103.2 IPS
 
Machine Translation (F16)
100% 670
103.2 IPS
 

Compare

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