Geekbench ML Score

654
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 08 2024 04:26 PM
Views 1

System Information

System Information
Operating System Android 15
Model asus ASUSAI2501E
Model IDasus ASUSAI2501E
Motherboard sun
Governorwalt
CPU Information
Name Qualcomm ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 3 part 1 revision 4
Base Frequency 3.53 GHz
Cluster 16 Cores @ 3.53 GHz
Cluster 22 Cores @ 4.32 GHz
Memory Information
Size 22.51 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 278
52.1 IPS
 
Image Classification (F16)
100% 279
52.2 IPS
 
Image Classification (I8)
97% 727
136.1 IPS
 
Image Segmentation (F32)
100% 360
6.01 IPS
 
Image Segmentation (F16)
100% 360
6.02 IPS
 
Image Segmentation (I8)
98% 702
11.7 IPS
 
Pose Estimation (F32)
100% 504
0.61 IPS
 
Pose Estimation (F16)
100% 499
0.60 IPS
 
Pose Estimation (I8)
100% 1931
2.34 IPS
 
Object Detection (F32)
100% 290
21.6 IPS
 
Object Detection (F16)
100% 288
21.5 IPS
 
Object Detection (I8)
61% 830
62.0 IPS
 
Face Detection (F32)
100% 760
9.03 IPS
 
Face Detection (F16)
100% 767
9.12 IPS
 
Face Detection (I8)
86% 1656
19.7 IPS
 
Depth Estimation (F32)
100% 646
5.01 IPS
 
Depth Estimation (F16)
100% 654
5.07 IPS
 
Depth Estimation (I8)
95% 1777
13.8 IPS
 
Style Transfer (F32)
100% 1157
1.52 IPS
 
Style Transfer (F16)
100% 1152
1.52 IPS
 
Style Transfer (I8)
98% 3034
3.99 IPS
 
Image Super-Resolution (F32)
100% 350
12.5 IPS
 
Image Super-Resolution (F16)
100% 344
12.3 IPS
 
Image Super-Resolution (I8)
98% 1240
44.3 IPS
 
Text Classification (F32)
100% 399
573.6 IPS
 
Text Classification (F16)
100% 404
580.5 IPS
 
Text Classification (I8)
92% 627
900.5 IPS
 
Machine Translation (F32)
100% 724
13.3 IPS
 
Machine Translation (F16)
100% 728
13.4 IPS
 
Machine Translation (I8)
64% 748
13.8 IPS
 

Compare

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