Geekbench ML Score

307
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 21 2022 11:23 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% 130
13.9 IPS
 
Image Classification (F16)
100% 111
11.9 IPS
 
Image Classification (I8)
81% 203
21.7 IPS
 
Image Segmentation (F32)
100% 362
2.23 IPS
 
Image Segmentation (F16)
100% 358
2.21 IPS
 
Image Segmentation (I8)
89% 917
5.66 IPS
 
Pose Estimation (F32)
100% 305
1.24 IPS
 
Pose Estimation (F16)
100% 303
1.23 IPS
 
Pose Estimation (I8)
80% 250
1.01 IPS
 
Object Detection (F32)
100% 134
4.71 IPS
 
Object Detection (F16)
100% 136
4.79 IPS
 
Object Detection (I8)
52% 249
8.74 IPS
 
Face Detection (F32)
100% 416
4.78 IPS
 
Face Detection (F16)
100% 414
4.75 IPS
 
Face Detection (I8)
75% 529
6.08 IPS
 
Text Classification (F32)
100% 343
135.6 IPS
 
Text Classification (F16)
100% 342
135.2 IPS
 
Machine Translation (F32)
100% 687
105.9 IPS
 
Machine Translation (F16)
100% 686
105.8 IPS
 

Compare

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