Geekbench ML Score

2554
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User ronitroyri
Upload Date June 11 2024 07:32 PM
Views 2

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% 274
51.2 IPS
 
Image Classification (F16)
100% 3247
607.6 IPS
 
Image Classification (I8)
99% 4794
897.0 IPS
 
Image Segmentation (F32)
100% 340
5.68 IPS
 
Image Segmentation (F16)
100% 9858
164.6 IPS
 
Image Segmentation (I8)
98% 21622
361.1 IPS
 
Pose Estimation (F32)
100% 423
0.51 IPS
 
Pose Estimation (F16)
100% 29941
36.3 IPS
 
Pose Estimation (I8)
100% 59487
72.0 IPS
 
Object Detection (F32)
100% 284
21.2 IPS
 
Object Detection (F16)
100% 2866
214.0 IPS
 
Object Detection (I8)
65% 2952
220.4 IPS
 
Face Detection (F32)
100% 649
7.71 IPS
 
Face Detection (F16)
98% 15521
184.5 IPS
 
Face Detection (I8)
87% 28377
337.4 IPS
 
Depth Estimation (F32)
100% 571
4.43 IPS
 
Depth Estimation (F16)
100% 29983
232.5 IPS
 
Depth Estimation (I8)
94% 43430
336.8 IPS
 
Style Transfer (F32)
100% 838
1.10 IPS
 
Style Transfer (F16)
100% 2011
2.64 IPS
 
Style Transfer (I8)
28% 3490
4.59 IPS
 
Image Super-Resolution (F32)
100% 328
11.7 IPS
 
Image Super-Resolution (F16)
100% 10485
374.5 IPS
 
Image Super-Resolution (I8)
98% 18536
662.0 IPS
 
Text Classification (F32)
100% 396
568.5 IPS
 
Text Classification (F16)
100% 695
999.0 IPS
 
Text Classification (I8)
94% 655
941.6 IPS
 
Machine Translation (F32)
100% 615
11.3 IPS
 
Machine Translation (F16)
100% 604
11.1 IPS
 
Machine Translation (I8)
64% 555
10.2 IPS
 

Compare

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