Geekbench ML Score

532
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 01 2024 10:18 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% 464
86.7 IPS
 
Image Classification (F16)
100% 995
186.2 IPS
 
Image Classification (I8)
94% 17
3.22 IPS
 
Image Segmentation (F32)
100% 658
11.0 IPS
 
Image Segmentation (F16)
100% 1032
17.2 IPS
 
Image Segmentation (I8)
98% 476
7.95 IPS
 
Pose Estimation (F32)
100% 1437
1.74 IPS
 
Pose Estimation (F16)
100% 5181
6.27 IPS
 
Pose Estimation (I8)
100% 1388
1.68 IPS
 
Object Detection (F32)
100% 376
28.1 IPS
 
Object Detection (F16)
100% 532
39.7 IPS
 
Object Detection (I8)
0% 1652
123.3 IPS
 
Face Detection (F32)
100% 1243
14.8 IPS
 
Face Detection (F16)
97% 1867
22.2 IPS
 
Face Detection (I8)
86% 992
11.8 IPS
 
Depth Estimation (F32)
100% 462
3.58 IPS
 
Depth Estimation (F16)
100% 646
5.01 IPS
 
Depth Estimation (I8)
74% 7250
56.2 IPS
 
Style Transfer (F32)
100% 1676
2.21 IPS
 
Style Transfer (F16)
100% 2190
2.88 IPS
 
Style Transfer (I8)
19% 559
0.74 IPS
 
Image Super-Resolution (F32)
100% 760
27.1 IPS
 
Image Super-Resolution (F16)
100% 2142
76.5 IPS
 
Image Super-Resolution (I8)
98% 266
9.49 IPS
 
Text Classification (F32)
100% 4
5.97 IPS
 
Text Classification (F16)
100% 77
110.3 IPS
 
Text Classification (I8)
94% 24
34.2 IPS
 
Machine Translation (F32)
100% 117
2.16 IPS
 
Machine Translation (F16)
100% 403
7.42 IPS
 
Machine Translation (I8)
64% 452
8.33 IPS
 

Compare

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