Geekbench ML Score

1857
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 12 2023 05:10 AM
Views 1

System Information

System Information
Operating System Android 14
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 11.19 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 479
51.4 IPS
 
Image Classification (F16)
100% 7441
797.3 IPS
 
Image Classification (I8)
79% 10392
1.11 KIPS
 
Image Segmentation (F32)
100% 538
3.32 IPS
 
Image Segmentation (F16)
100% 10290
63.6 IPS
 
Image Segmentation (I8)
89% 33464
206.7 IPS
 
Pose Estimation (F32)
100% 452
1.83 IPS
 
Pose Estimation (F16)
100% 5754
23.3 IPS
 
Pose Estimation (I8)
80% 12124
49.1 IPS
 
Object Detection (F32)
100% 399
14.0 IPS
 
Object Detection (F16)
100% 1579
55.4 IPS
 
Object Detection (I8)
50% 1815
63.7 IPS
 
Face Detection (F32)
100% 783
9.00 IPS
 
Face Detection (F16)
100% 561
6.44 IPS
 
Face Detection (I8)
75% 26036
299.1 IPS
 
Text Classification (F32)
100% 98
38.8 IPS
 
Text Classification (F16)
100% 1017
402.3 IPS
 
Machine Translation (F32)
100% 683
105.2 IPS
 
Machine Translation (F16)
100% 665
102.5 IPS
 

Compare

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