Geekbench ML Score

339
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 28 2021 07:37 AM
Views 1

System Information

System Information
Operating System Android 12
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 11.21 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 123
13.2 IPS
 
Image Classification (F16)
100% 117
12.5 IPS
 
Image Classification (I8)
81% 232
24.9 IPS
 
Image Segmentation (F32)
100% 534
3.30 IPS
 
Image Segmentation (F16)
100% 548
3.39 IPS
 
Image Segmentation (I8)
89% 737
4.55 IPS
 
Pose Estimation (F32)
100% 268
1.08 IPS
 
Pose Estimation (F16)
100% 258
1.04 IPS
 
Pose Estimation (I8)
80% 224
0.90 IPS
 
Object Detection (F32)
100% 140
4.92 IPS
 
Object Detection (F16)
100% 148
5.19 IPS
 
Object Detection (I8)
52% 312
11.0 IPS
 
Face Detection (F32)
100% 615
7.07 IPS
 
Face Detection (F16)
100% 595
6.83 IPS
 
Face Detection (I8)
75% 510
5.86 IPS
 
Text Classification (F32)
100% 459
181.7 IPS
 
Text Classification (F16)
100% 447
176.6 IPS
 
Machine Translation (F32)
100% 647
99.7 IPS
 
Machine Translation (F16)
100% 671
103.5 IPS
 

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