Geekbench ML Score

1812
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 08 2024 04:14 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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1071
200.4 IPS
 
Image Classification (F16)
100% 1057
197.7 IPS
 
Image Classification (I8)
97% 1329
248.8 IPS
 
Image Segmentation (F32)
100% 1345
22.5 IPS
 
Image Segmentation (F16)
100% 1358
22.7 IPS
 
Image Segmentation (I8)
98% 1084
18.1 IPS
 
Pose Estimation (F32)
100% 2055
2.49 IPS
 
Pose Estimation (F16)
100% 2046
2.48 IPS
 
Pose Estimation (I8)
100% 7682
9.30 IPS
 
Object Detection (F32)
100% 1032
77.0 IPS
 
Object Detection (F16)
100% 1030
76.9 IPS
 
Object Detection (I8)
61% 1771
132.2 IPS
 
Face Detection (F32)
100% 2466
29.3 IPS
 
Face Detection (F16)
100% 2457
29.2 IPS
 
Face Detection (I8)
86% 3548
42.2 IPS
 
Depth Estimation (F32)
100% 2224
17.2 IPS
 
Depth Estimation (F16)
100% 2223
17.2 IPS
 
Depth Estimation (I8)
95% 3959
30.7 IPS
 
Style Transfer (F32)
100% 3490
4.59 IPS
 
Style Transfer (F16)
100% 3501
4.61 IPS
 
Style Transfer (I8)
98% 9064
11.9 IPS
 
Image Super-Resolution (F32)
100% 1161
41.5 IPS
 
Image Super-Resolution (F16)
100% 1150
41.1 IPS
 
Image Super-Resolution (I8)
98% 3223
115.1 IPS
 
Text Classification (F32)
100% 887
1.27 KIPS
 
Text Classification (F16)
100% 887
1.27 KIPS
 
Text Classification (I8)
92% 631
906.6 IPS
 
Machine Translation (F32)
100% 2021
37.2 IPS
 
Machine Translation (F16)
100% 1993
36.7 IPS
 
Machine Translation (I8)
64% 775
14.3 IPS
 

Compare

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