Geekbench ML Score

494
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 30 2024 10:56 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 2106118C
Model IDXiaomi 2106118C
Motherboard odin
Governorschedutil
CPU Information
Name ARM Odin
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 7.05 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 465
86.9 IPS
 
Image Classification (F16)
100% 1040
194.6 IPS
 
Image Classification (I8)
94% 17
3.22 IPS
 
Image Segmentation (F32)
100% 666
11.1 IPS
 
Image Segmentation (F16)
100% 920
15.4 IPS
 
Image Segmentation (I8)
98% 470
7.86 IPS
 
Pose Estimation (F32)
100% 1417
1.72 IPS
 
Pose Estimation (F16)
100% 5172
6.26 IPS
 
Pose Estimation (I8)
100% 1335
1.62 IPS
 
Object Detection (F32)
100% 350
26.1 IPS
 
Object Detection (F16)
100% 536
40.0 IPS
 
Object Detection (I8)
0% 1647
123.0 IPS
 
Face Detection (F32)
100% 1245
14.8 IPS
 
Face Detection (F16)
97% 1888
22.5 IPS
 
Face Detection (I8)
86% 994
11.8 IPS
 
Depth Estimation (F32)
100% 460
3.57 IPS
 
Depth Estimation (F16)
100% 613
4.75 IPS
 
Depth Estimation (I8)
74% 6923
53.7 IPS
 
Style Transfer (F32)
100% 1673
2.20 IPS
 
Style Transfer (F16)
100% 2186
2.87 IPS
 
Style Transfer (I8)
19% 572
0.75 IPS
 
Image Super-Resolution (F32)
100% 764
27.3 IPS
 
Image Super-Resolution (F16)
100% 2281
81.5 IPS
 
Image Super-Resolution (I8)
98% 266
9.51 IPS
 
Text Classification (F32)
100% 1
1.76 IPS
 
Text Classification (F16)
100% 38
55.1 IPS
 
Text Classification (I8)
94% 26
37.3 IPS
 
Machine Translation (F32)
100% 119
2.20 IPS
 
Machine Translation (F16)
100% 408
7.50 IPS
 
Machine Translation (I8)
64% 452
8.33 IPS
 

Compare

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