Geekbench ML Score

2890
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date December 21 2023 10:26 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% 280
52.4 IPS
 
Image Classification (F16)
100% 4965
929.0 IPS
 
Image Classification (I8)
99% 5951
1.11 KIPS
 
Image Segmentation (F32)
100% 346
5.77 IPS
 
Image Segmentation (F16)
100% 9723
162.4 IPS
 
Image Segmentation (I8)
98% 24252
405.0 IPS
 
Pose Estimation (F32)
100% 457
0.55 IPS
 
Pose Estimation (F16)
100% 30536
37.0 IPS
 
Pose Estimation (I8)
100% 62047
75.1 IPS
 
Object Detection (F32)
100% 288
21.5 IPS
 
Object Detection (F16)
100% 3155
235.5 IPS
 
Object Detection (I8)
65% 3586
267.7 IPS
 
Face Detection (F32)
100% 658
7.83 IPS
 
Face Detection (F16)
98% 18976
225.6 IPS
 
Face Detection (I8)
87% 38325
455.7 IPS
 
Depth Estimation (F32)
100% 593
4.60 IPS
 
Depth Estimation (F16)
100% 32331
250.7 IPS
 
Depth Estimation (I8)
94% 57203
443.6 IPS
 
Style Transfer (F32)
100% 840
1.10 IPS
 
Style Transfer (F16)
100% 2016
2.65 IPS
 
Style Transfer (I8)
28% 3486
4.59 IPS
 
Image Super-Resolution (F32)
100% 339
12.1 IPS
 
Image Super-Resolution (F16)
100% 10929
390.3 IPS
 
Image Super-Resolution (I8)
98% 19883
710.1 IPS
 
Text Classification (F32)
100% 389
559.5 IPS
 
Text Classification (F16)
100% 1110
1.60 KIPS
 
Text Classification (I8)
94% 1649
2.37 KIPS
 
Machine Translation (F32)
100% 615
11.3 IPS
 
Machine Translation (F16)
100% 620
11.4 IPS
 
Machine Translation (I8)
64% 569
10.5 IPS
 

Compare

Set Baseline Geekbench 6 now available