Geekbench ML Score

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

Result Information

Upload Date October 22 2022 03:12 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% 126
13.6 IPS
 
Image Classification (F16)
100% 124
13.3 IPS
 
Image Classification (I8)
81% 216
23.2 IPS
 
Image Segmentation (F32)
100% 351
2.17 IPS
 
Image Segmentation (F16)
100% 363
2.24 IPS
 
Image Segmentation (I8)
89% 887
5.48 IPS
 
Pose Estimation (F32)
100% 301
1.22 IPS
 
Pose Estimation (F16)
100% 294
1.19 IPS
 
Pose Estimation (I8)
80% 247
1.00 IPS
 
Object Detection (F32)
100% 162
5.67 IPS
 
Object Detection (F16)
100% 163
5.71 IPS
 
Object Detection (I8)
52% 249
8.74 IPS
 
Face Detection (F32)
100% 431
4.95 IPS
 
Face Detection (F16)
100% 423
4.86 IPS
 
Face Detection (I8)
75% 534
6.14 IPS
 
Text Classification (F32)
100% 379
150.1 IPS
 
Text Classification (F16)
100% 364
143.9 IPS
 
Machine Translation (F32)
100% 698
107.6 IPS
 
Machine Translation (F16)
100% 682
105.1 IPS
 

Compare

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