Geekbench ML Score

2514
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 15 2024 05:17 PM
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% 275
51.4 IPS
 
Image Classification (F16)
100% 3585
670.8 IPS
 
Image Classification (I8)
99% 4579
856.8 IPS
 
Image Segmentation (F32)
100% 343
5.73 IPS
 
Image Segmentation (F16)
100% 9432
157.5 IPS
 
Image Segmentation (I8)
98% 21394
357.3 IPS
 
Pose Estimation (F32)
100% 451
0.55 IPS
 
Pose Estimation (F16)
100% 29826
36.1 IPS
 
Pose Estimation (I8)
100% 59264
71.8 IPS
 
Object Detection (F32)
100% 286
21.3 IPS
 
Object Detection (F16)
100% 2213
165.2 IPS
 
Object Detection (I8)
65% 2460
183.7 IPS
 
Face Detection (F32)
100% 655
7.79 IPS
 
Face Detection (F16)
98% 14258
169.5 IPS
 
Face Detection (I8)
87% 31732
377.3 IPS
 
Depth Estimation (F32)
100% 566
4.39 IPS
 
Depth Estimation (F16)
100% 28737
222.9 IPS
 
Depth Estimation (I8)
94% 40563
314.6 IPS
 
Style Transfer (F32)
100% 859
1.13 IPS
 
Style Transfer (F16)
100% 1992
2.62 IPS
 
Style Transfer (I8)
28% 3475
4.57 IPS
 
Image Super-Resolution (F32)
100% 331
11.8 IPS
 
Image Super-Resolution (F16)
100% 9992
356.8 IPS
 
Image Super-Resolution (I8)
98% 19128
683.1 IPS
 
Text Classification (F32)
100% 391
562.6 IPS
 
Text Classification (F16)
100% 702
1.01 KIPS
 
Text Classification (I8)
94% 635
912.9 IPS
 
Machine Translation (F32)
100% 612
11.3 IPS
 
Machine Translation (F16)
100% 609
11.2 IPS
 
Machine Translation (I8)
64% 555
10.2 IPS
 

Compare

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