Geekbench ML Score

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

Result Information

Upload Date September 06 2024 01:33 PM
Views 2

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% 464
86.8 IPS
 
Image Classification (F16)
100% 996
186.3 IPS
 
Image Classification (I8)
94% 17
3.23 IPS
 
Image Segmentation (F32)
100% 665
11.1 IPS
 
Image Segmentation (F16)
100% 1037
17.3 IPS
 
Image Segmentation (I8)
98% 476
7.95 IPS
 
Pose Estimation (F32)
100% 1436
1.74 IPS
 
Pose Estimation (F16)
100% 5207
6.30 IPS
 
Pose Estimation (I8)
100% 1391
1.68 IPS
 
Object Detection (F32)
100% 340
25.4 IPS
 
Object Detection (F16)
100% 534
39.9 IPS
 
Object Detection (I8)
0% 1578
117.8 IPS
 
Face Detection (F32)
100% 1219
14.5 IPS
 
Face Detection (F16)
97% 1899
22.6 IPS
 
Face Detection (I8)
86% 990
11.8 IPS
 
Depth Estimation (F32)
100% 463
3.59 IPS
 
Depth Estimation (F16)
100% 637
4.94 IPS
 
Depth Estimation (I8)
74% 7142
55.4 IPS
 
Style Transfer (F32)
100% 1641
2.16 IPS
 
Style Transfer (F16)
100% 2204
2.90 IPS
 
Style Transfer (I8)
19% 560
0.74 IPS
 
Image Super-Resolution (F32)
100% 762
27.2 IPS
 
Image Super-Resolution (F16)
100% 2157
77.0 IPS
 
Image Super-Resolution (I8)
98% 266
9.50 IPS
 
Text Classification (F32)
100% 1
1.52 IPS
 
Text Classification (F16)
100% 39
56.6 IPS
 
Text Classification (I8)
94% 24
34.4 IPS
 
Machine Translation (F32)
100% 117
2.15 IPS
 
Machine Translation (F16)
100% 402
7.41 IPS
 
Machine Translation (I8)
64% 452
8.33 IPS
 

Compare

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