Geekbench ML Score

525
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 20 2024 01:46 PM
Views 1

System Information

System Information
Operating System Android 12
Model HUAWEI ALN-AL10
Model IDHUAWEI ALN-AL10
Motherboard ALN
CPU Information
Name ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 72 architecture 8 variant 2 part 3330 revision 2
Base Frequency 1.53 GHz
Cluster 14 Cores @ 1.53 GHz
Cluster 23 Cores @ 2.15 GHz
Cluster 31 Core @ 2.62 GHz
Memory Information
Size 15.24 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 238
44.5 IPS
 
Image Classification (F16)
100% 240
44.9 IPS
 
Image Classification (I8)
97% 609
114.0 IPS
 
Image Segmentation (F32)
100% 301
5.02 IPS
 
Image Segmentation (F16)
100% 300
5.01 IPS
 
Image Segmentation (I8)
98% 578
9.65 IPS
 
Pose Estimation (F32)
100% 416
0.50 IPS
 
Pose Estimation (F16)
100% 410
0.50 IPS
 
Pose Estimation (I8)
100% 1647
1.99 IPS
 
Object Detection (F32)
100% 247
18.4 IPS
 
Object Detection (F16)
100% 247
18.5 IPS
 
Object Detection (I8)
61% 700
52.3 IPS
 
Face Detection (F32)
100% 556
6.61 IPS
 
Face Detection (F16)
100% 555
6.60 IPS
 
Face Detection (I8)
86% 1260
15.0 IPS
 
Depth Estimation (F32)
100% 500
3.87 IPS
 
Depth Estimation (F16)
100% 501
3.88 IPS
 
Depth Estimation (I8)
95% 1410
10.9 IPS
 
Style Transfer (F32)
100% 863
1.13 IPS
 
Style Transfer (F16)
100% 857
1.13 IPS
 
Style Transfer (I8)
98% 2167
2.85 IPS
 
Image Super-Resolution (F32)
100% 273
9.76 IPS
 
Image Super-Resolution (F16)
100% 266
9.51 IPS
 
Image Super-Resolution (I8)
98% 1030
36.8 IPS
 
Text Classification (F32)
100% 350
503.4 IPS
 
Text Classification (F16)
100% 351
504.5 IPS
 
Text Classification (I8)
92% 491
705.7 IPS
 
Machine Translation (F32)
100% 589
10.8 IPS
 
Machine Translation (F16)
100% 570
10.5 IPS
 
Machine Translation (I8)
64% 561
10.3 IPS
 

Compare

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