Geekbench ML Score

2850
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date February 12 2024 05:15 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% 277
51.9 IPS
 
Image Classification (F16)
100% 5027
940.6 IPS
 
Image Classification (I8)
99% 5900
1.10 KIPS
 
Image Segmentation (F32)
100% 341
5.69 IPS
 
Image Segmentation (F16)
100% 9245
154.4 IPS
 
Image Segmentation (I8)
98% 24647
411.6 IPS
 
Pose Estimation (F32)
100% 431
0.52 IPS
 
Pose Estimation (F16)
100% 31495
38.1 IPS
 
Pose Estimation (I8)
100% 63247
76.6 IPS
 
Object Detection (F32)
100% 286
21.4 IPS
 
Object Detection (F16)
100% 3153
235.4 IPS
 
Object Detection (I8)
65% 3646
272.2 IPS
 
Face Detection (F32)
100% 658
7.82 IPS
 
Face Detection (F16)
98% 19328
229.8 IPS
 
Face Detection (I8)
87% 36093
429.2 IPS
 
Depth Estimation (F32)
100% 574
4.45 IPS
 
Depth Estimation (F16)
100% 34449
267.2 IPS
 
Depth Estimation (I8)
94% 57586
446.6 IPS
 
Style Transfer (F32)
100% 845
1.11 IPS
 
Style Transfer (F16)
100% 2010
2.64 IPS
 
Style Transfer (I8)
28% 3486
4.58 IPS
 
Image Super-Resolution (F32)
100% 337
12.0 IPS
 
Image Super-Resolution (F16)
100% 10768
384.6 IPS
 
Image Super-Resolution (I8)
98% 20448
730.3 IPS
 
Text Classification (F32)
100% 390
560.5 IPS
 
Text Classification (F16)
100% 1104
1.59 KIPS
 
Text Classification (I8)
94% 1169
1.68 KIPS
 
Machine Translation (F32)
100% 614
11.3 IPS
 
Machine Translation (F16)
100% 615
11.3 IPS
 
Machine Translation (I8)
64% 564
10.4 IPS
 

Compare

Set Baseline Geekbench 6 now available