Geekbench ML Score

2204
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 21 2022 05:03 AM
Views 2

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 NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 488
52.2 IPS
 
Image Classification (F16)
100% 6889
738.1 IPS
 
Image Classification (I8)
79% 11644
1.25 KIPS
 
Image Segmentation (F32)
100% 604
3.73 IPS
 
Image Segmentation (F16)
96% 11465
70.8 IPS
 
Image Segmentation (I8)
89% 30512
188.5 IPS
 
Pose Estimation (F32)
100% 455
1.84 IPS
 
Pose Estimation (F16)
100% 5800
23.5 IPS
 
Pose Estimation (I8)
80% 13390
54.2 IPS
 
Object Detection (F32)
100% 419
14.7 IPS
 
Object Detection (F16)
100% 1616
56.7 IPS
 
Object Detection (I8)
50% 1872
65.7 IPS
 
Face Detection (F32)
100% 755
8.67 IPS
 
Face Detection (F16)
98% 11370
130.6 IPS
 
Face Detection (I8)
75% 24535
281.9 IPS
 
Text Classification (F32)
100% 70
27.7 IPS
 
Text Classification (F16)
100% 1281
506.8 IPS
 
Machine Translation (F32)
100% 692
106.7 IPS
 
Machine Translation (F16)
100% 688
106.0 IPS
 

Compare

Set Baseline Geekbench 6 now available