Geekbench ML Score

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

Result Information

Upload Date November 08 2024 04:29 PM
Views 2

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
52.0 IPS
 
Image Classification (F16)
100% 277
51.8 IPS
 
Image Classification (I8)
97% 728
136.3 IPS
 
Image Segmentation (F32)
100% 360
6.01 IPS
 
Image Segmentation (F16)
100% 363
6.06 IPS
 
Image Segmentation (I8)
98% 701
11.7 IPS
 
Pose Estimation (F32)
100% 507
0.61 IPS
 
Pose Estimation (F16)
100% 499
0.60 IPS
 
Pose Estimation (I8)
100% 1942
2.35 IPS
 
Object Detection (F32)
100% 289
21.5 IPS
 
Object Detection (F16)
100% 290
21.6 IPS
 
Object Detection (I8)
61% 807
60.2 IPS
 
Face Detection (F32)
100% 760
9.03 IPS
 
Face Detection (F16)
100% 768
9.13 IPS
 
Face Detection (I8)
86% 1666
19.8 IPS
 
Depth Estimation (F32)
100% 645
5.00 IPS
 
Depth Estimation (F16)
100% 654
5.07 IPS
 
Depth Estimation (I8)
95% 1787
13.9 IPS
 
Style Transfer (F32)
100% 1149
1.51 IPS
 
Style Transfer (F16)
100% 1146
1.51 IPS
 
Style Transfer (I8)
98% 3065
4.03 IPS
 
Image Super-Resolution (F32)
100% 346
12.3 IPS
 
Image Super-Resolution (F16)
100% 346
12.3 IPS
 
Image Super-Resolution (I8)
98% 1240
44.3 IPS
 
Text Classification (F32)
100% 400
575.1 IPS
 
Text Classification (F16)
100% 404
580.2 IPS
 
Text Classification (I8)
92% 627
900.6 IPS
 
Machine Translation (F32)
100% 722
13.3 IPS
 
Machine Translation (F16)
100% 735
13.5 IPS
 
Machine Translation (I8)
64% 746
13.7 IPS
 

Compare

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