Geekbench ML Score

317
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 09 2022 03:43 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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 124
13.3 IPS
 
Image Classification (F16)
100% 120
12.9 IPS
 
Image Classification (I8)
81% 194
20.8 IPS
 
Image Segmentation (F32)
100% 378
2.34 IPS
 
Image Segmentation (F16)
100% 367
2.27 IPS
 
Image Segmentation (I8)
89% 678
4.19 IPS
 
Pose Estimation (F32)
100% 291
1.18 IPS
 
Pose Estimation (F16)
100% 292
1.18 IPS
 
Pose Estimation (I8)
80% 203
0.82 IPS
 
Object Detection (F32)
100% 198
6.97 IPS
 
Object Detection (F16)
100% 172
6.03 IPS
 
Object Detection (I8)
52% 282
9.91 IPS
 
Face Detection (F32)
100% 444
5.10 IPS
 
Face Detection (F16)
100% 442
5.08 IPS
 
Face Detection (I8)
75% 460
5.29 IPS
 
Text Classification (F32)
100% 460
182.1 IPS
 
Text Classification (F16)
100% 378
149.6 IPS
 
Machine Translation (F32)
100% 699
107.8 IPS
 
Machine Translation (F16)
100% 686
105.7 IPS
 

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