Geekbench ML Score

354
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 27 2023 06:33 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% 96
10.3 IPS
 
Image Classification (F16)
100% 170
18.2 IPS
 
Image Classification (I8)
81% 250
26.7 IPS
 
Image Segmentation (F32)
100% 423
2.61 IPS
 
Image Segmentation (F16)
100% 413
2.55 IPS
 
Image Segmentation (I8)
89% 689
4.26 IPS
 
Pose Estimation (F32)
100% 314
1.27 IPS
 
Pose Estimation (F16)
100% 318
1.29 IPS
 
Pose Estimation (I8)
80% 210
0.85 IPS
 
Object Detection (F32)
100% 147
5.17 IPS
 
Object Detection (F16)
100% 139
4.88 IPS
 
Object Detection (I8)
52% 322
11.3 IPS
 
Face Detection (F32)
100% 433
4.97 IPS
 
Face Detection (F16)
100% 446
5.12 IPS
 
Face Detection (I8)
75% 510
5.86 IPS
 
Text Classification (F32)
100% 957
378.7 IPS
 
Text Classification (F16)
100% 929
367.3 IPS
 
Machine Translation (F32)
100% 690
106.3 IPS
 
Machine Translation (F16)
100% 688
106.1 IPS
 

Compare

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