Geekbench ML Score

802
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 07 2024 02:06 PM
Views 1

System Information

System Information
Operating System Android 12
Model HUAWEI ALN-AL00
Model IDHUAWEI ALN-AL00
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 11.31 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 459
85.8 IPS
 
Image Classification (F16)
100% 444
83.1 IPS
 
Image Classification (I8)
97% 711
133.1 IPS
 
Image Segmentation (F32)
100% 531
8.87 IPS
 
Image Segmentation (F16)
100% 542
9.05 IPS
 
Image Segmentation (I8)
98% 726
12.1 IPS
 
Pose Estimation (F32)
100% 716
0.87 IPS
 
Pose Estimation (F16)
100% 691
0.84 IPS
 
Pose Estimation (I8)
100% 2805
3.40 IPS
 
Object Detection (F32)
100% 452
33.8 IPS
 
Object Detection (F16)
100% 458
34.2 IPS
 
Object Detection (I8)
61% 900
67.2 IPS
 
Face Detection (F32)
100% 1019
12.1 IPS
 
Face Detection (F16)
100% 1013
12.0 IPS
 
Face Detection (I8)
86% 1910
22.7 IPS
 
Depth Estimation (F32)
100% 850
6.59 IPS
 
Depth Estimation (F16)
100% 839
6.51 IPS
 
Depth Estimation (I8)
95% 1962
15.2 IPS
 
Style Transfer (F32)
100% 1097
1.44 IPS
 
Style Transfer (F16)
100% 1161
1.53 IPS
 
Style Transfer (I8)
98% 3247
4.27 IPS
 
Image Super-Resolution (F32)
100% 485
17.3 IPS
 
Image Super-Resolution (F16)
100% 496
17.7 IPS
 
Image Super-Resolution (I8)
98% 1553
55.5 IPS
 
Text Classification (F32)
100% 596
856.3 IPS
 
Text Classification (F16)
100% 621
892.3 IPS
 
Text Classification (I8)
92% 464
666.2 IPS
 
Machine Translation (F32)
100% 657
12.1 IPS
 
Machine Translation (F16)
100% 922
17.0 IPS
 
Machine Translation (I8)
64% 386
7.11 IPS
 

Compare

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