Geekbench ML Score

2315
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 08 2024 04:36 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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1397
261.4 IPS
 
Image Classification (F16)
100% 1396
261.2 IPS
 
Image Classification (I8)
97% 1886
352.8 IPS
 
Image Segmentation (F32)
100% 1833
30.6 IPS
 
Image Segmentation (F16)
100% 1783
29.8 IPS
 
Image Segmentation (I8)
98% 2088
34.9 IPS
 
Pose Estimation (F32)
100% 2333
2.83 IPS
 
Pose Estimation (F16)
100% 2282
2.76 IPS
 
Pose Estimation (I8)
100% 9681
11.7 IPS
 
Object Detection (F32)
100% 1345
100.4 IPS
 
Object Detection (F16)
100% 1339
99.9 IPS
 
Object Detection (I8)
61% 2532
189.1 IPS
 
Face Detection (F32)
100% 2744
32.6 IPS
 
Face Detection (F16)
100% 2737
32.5 IPS
 
Face Detection (I8)
86% 4640
55.2 IPS
 
Depth Estimation (F32)
100% 2536
19.7 IPS
 
Depth Estimation (F16)
100% 2517
19.5 IPS
 
Depth Estimation (I8)
95% 5158
40.0 IPS
 
Style Transfer (F32)
100% 3806
5.01 IPS
 
Style Transfer (F16)
100% 3747
4.93 IPS
 
Style Transfer (I8)
98% 10693
14.1 IPS
 
Image Super-Resolution (F32)
100% 1492
53.3 IPS
 
Image Super-Resolution (F16)
100% 1477
52.7 IPS
 
Image Super-Resolution (I8)
98% 4927
176.0 IPS
 
Text Classification (F32)
100% 1181
1.70 KIPS
 
Text Classification (F16)
100% 1151
1.65 KIPS
 
Text Classification (I8)
92% 900
1.29 KIPS
 
Machine Translation (F32)
100% 2306
42.4 IPS
 
Machine Translation (F16)
100% 2279
41.9 IPS
 
Machine Translation (I8)
64% 1210
22.3 IPS
 

Compare

Set Baseline Geekbench 6 now available