Geekbench ML Score

331
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

User Kn0wn
Upload Date August 08 2022 03:34 AM
Views 5

System Information

System Information
Operating System Android 13
Model Google Pixel 6 Pro
Model IDGoogle Pixel 6 Pro
Motherboard raven
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 @ 2.25 GHz
Cluster 32 Cores @ 2.80 GHz
Memory Information
Size 11.25 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 168
18.0 IPS
 
Image Classification (F16)
100% 198
21.2 IPS
 
Image Classification (I8)
81% 250
26.7 IPS
 
Image Segmentation (F32)
100% 399
2.47 IPS
 
Image Segmentation (F16)
100% 397
2.45 IPS
 
Image Segmentation (I8)
89% 691
4.27 IPS
 
Pose Estimation (F32)
100% 185
0.75 IPS
 
Pose Estimation (F16)
100% 178
0.72 IPS
 
Pose Estimation (I8)
80% 207
0.84 IPS
 
Object Detection (F32)
100% 199
6.99 IPS
 
Object Detection (F16)
100% 197
6.91 IPS
 
Object Detection (I8)
52% 324
11.4 IPS
 
Face Detection (F32)
100% 421
4.84 IPS
 
Face Detection (F16)
100% 413
4.75 IPS
 
Face Detection (I8)
75% 529
6.08 IPS
 
Text Classification (F32)
100% 510
201.8 IPS
 
Text Classification (F16)
100% 532
210.4 IPS
 
Machine Translation (F32)
100% 624
96.2 IPS
 
Machine Translation (F16)
100% 624
96.1 IPS
 

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