Geekbench ML Score

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

Result Information

Upload Date October 22 2022 05:16 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% 122
13.1 IPS
 
Image Classification (F16)
100% 124
13.2 IPS
 
Image Classification (I8)
81% 211
22.6 IPS
 
Image Segmentation (F32)
100% 370
2.29 IPS
 
Image Segmentation (F16)
100% 380
2.35 IPS
 
Image Segmentation (I8)
89% 923
5.70 IPS
 
Pose Estimation (F32)
100% 310
1.25 IPS
 
Pose Estimation (F16)
100% 304
1.23 IPS
 
Pose Estimation (I8)
80% 243
0.98 IPS
 
Object Detection (F32)
100% 141
4.96 IPS
 
Object Detection (F16)
100% 136
4.78 IPS
 
Object Detection (I8)
52% 259
9.09 IPS
 
Face Detection (F32)
100% 430
4.94 IPS
 
Face Detection (F16)
100% 503
5.78 IPS
 
Face Detection (I8)
75% 544
6.25 IPS
 
Text Classification (F32)
100% 348
137.8 IPS
 
Text Classification (F16)
100% 371
146.9 IPS
 
Machine Translation (F32)
100% 690
106.3 IPS
 
Machine Translation (F16)
100% 687
105.9 IPS
 

Compare

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