Geekbench ML Score

2656
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 27 2024 08:41 AM
Views 1

System Information

System Information
Operating System Android 14
Model Google Pixel 8 Pro
Model IDGoogle Pixel 8 Pro
Motherboard husky
Governorsched_pixel
CPU Information
Name ARM ARMv8
Topology 1 Processor, 9 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 1.70 GHz
Cluster 14 Cores @ 1.70 GHz
Cluster 24 Cores @ 2.37 GHz
Cluster 31 Core @ 2.91 GHz
Memory Information
Size 11.32 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 270
50.5 IPS
 
Image Classification (F16)
100% 4495
841.2 IPS
 
Image Classification (I8)
99% 7050
1.32 KIPS
 
Image Segmentation (F32)
100% 320
5.34 IPS
 
Image Segmentation (F16)
100% 8042
134.3 IPS
 
Image Segmentation (I8)
98% 23531
393.0 IPS
 
Pose Estimation (F32)
100% 413
0.50 IPS
 
Pose Estimation (F16)
100% 30151
36.5 IPS
 
Pose Estimation (I8)
100% 61121
74.0 IPS
 
Object Detection (F32)
100% 262
19.6 IPS
 
Object Detection (F16)
100% 2923
218.2 IPS
 
Object Detection (I8)
65% 3578
267.1 IPS
 
Face Detection (F32)
100% 604
7.18 IPS
 
Face Detection (F16)
98% 17074
203.0 IPS
 
Face Detection (I8)
87% 32168
382.5 IPS
 
Depth Estimation (F32)
100% 538
4.17 IPS
 
Depth Estimation (F16)
100% 30025
232.8 IPS
 
Depth Estimation (I8)
94% 43449
336.9 IPS
 
Style Transfer (F32)
100% 804
1.06 IPS
 
Style Transfer (F16)
100% 1928
2.54 IPS
 
Style Transfer (I8)
28% 3372
4.43 IPS
 
Image Super-Resolution (F32)
100% 296
10.6 IPS
 
Image Super-Resolution (F16)
100% 10646
380.2 IPS
 
Image Super-Resolution (I8)
98% 19997
714.2 IPS
 
Text Classification (F32)
100% 373
536.2 IPS
 
Text Classification (F16)
100% 992
1.43 KIPS
 
Text Classification (I8)
94% 1012
1.45 KIPS
 
Machine Translation (F32)
100% 574
10.6 IPS
 
Machine Translation (F16)
100% 557
10.3 IPS
 
Machine Translation (I8)
64% 541
9.95 IPS
 

Compare

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