Geekbench ML Score

481
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User 46fy45
Upload Date September 10 2024 11:52 AM
Views 2

System Information

System Information
Operating System Android 12
Model HONOR ANN-AN00
Model IDHONOR ANN-AN00
Motherboard lahaina
Governorschedutil
CPU Information
Name ARM SM7325
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 1
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.40 GHz
Cluster 31 Core @ 2.71 GHz
Memory Information
Size 7.26 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 327
61.2 IPS
 
Image Classification (F16)
100% 530
99.1 IPS
 
Image Classification (I8)
94% 17
3.26 IPS
 
Image Segmentation (F32)
100% 552
9.22 IPS
 
Image Segmentation (F16)
100% 816
13.6 IPS
 
Image Segmentation (I8)
98% 409
6.83 IPS
 
Pose Estimation (F32)
100% 1065
1.29 IPS
 
Pose Estimation (F16)
100% 3657
4.43 IPS
 
Pose Estimation (I8)
100% 943
1.14 IPS
 
Object Detection (F32)
100% 356
26.5 IPS
 
Object Detection (F16)
100% 530
39.6 IPS
 
Object Detection (I8)
0% 2000
149.3 IPS
 
Face Detection (F32)
100% 855
10.2 IPS
 
Face Detection (F16)
97% 1302
15.5 IPS
 
Face Detection (I8)
86% 826
9.83 IPS
 
Depth Estimation (F32)
100% 496
3.84 IPS
 
Depth Estimation (F16)
100% 589
4.56 IPS
 
Depth Estimation (I8)
73% 8175
63.4 IPS
 
Style Transfer (F32)
100% 1383
1.82 IPS
 
Style Transfer (F16)
100% 1851
2.43 IPS
 
Style Transfer (I8)
98% 1447
1.90 IPS
 
Image Super-Resolution (F32)
100% 628
22.4 IPS
 
Image Super-Resolution (F16)
100% 1629
58.2 IPS
 
Image Super-Resolution (I8)
98% 262
9.37 IPS
 
Text Classification (F32)
100% 3
4.80 IPS
 
Text Classification (F16)
100% 63
90.6 IPS
 
Text Classification (I8)
94% 29
42.1 IPS
 
Machine Translation (F32)
100% 264
4.86 IPS
 
Machine Translation (F16)
100% 328
6.04 IPS
 
Machine Translation (I8)
64% 380
7.00 IPS
 

Compare

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