Geekbench ML Score

614
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 19 2024 02:36 PM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi Mi 11
Model IDXiaomi M2011K2C
Motherboard venus
Governorschedutil
CPU Information
Name ARM Venus
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 @ 2.84 GHz
Memory Information
Size 7.08 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 236
44.2 IPS
 
Image Classification (F16)
100% 255
47.6 IPS
 
Image Classification (I8)
97% 650
121.6 IPS
 
Image Segmentation (F32)
100% 376
6.27 IPS
 
Image Segmentation (F16)
100% 362
6.04 IPS
 
Image Segmentation (I8)
98% 552
9.21 IPS
 
Pose Estimation (F32)
100% 581
0.70 IPS
 
Pose Estimation (F16)
100% 555
0.67 IPS
 
Pose Estimation (I8)
100% 2955
3.58 IPS
 
Object Detection (F32)
100% 306
22.9 IPS
 
Object Detection (F16)
100% 312
23.3 IPS
 
Object Detection (I8)
61% 905
67.6 IPS
 
Face Detection (F32)
100% 663
7.89 IPS
 
Face Detection (F16)
100% 671
7.97 IPS
 
Face Detection (I8)
86% 1599
19.0 IPS
 
Depth Estimation (F32)
100% 608
4.71 IPS
 
Depth Estimation (F16)
100% 585
4.54 IPS
 
Depth Estimation (I8)
95% 1648
12.8 IPS
 
Style Transfer (F32)
100% 1118
1.47 IPS
 
Style Transfer (F16)
100% 1165
1.53 IPS
 
Style Transfer (I8)
98% 2896
3.81 IPS
 
Image Super-Resolution (F32)
100% 403
14.4 IPS
 
Image Super-Resolution (F16)
100% 390
13.9 IPS
 
Image Super-Resolution (I8)
98% 1326
47.3 IPS
 
Text Classification (F32)
100% 373
535.9 IPS
 
Text Classification (F16)
100% 381
547.3 IPS
 
Text Classification (I8)
92% 279
400.4 IPS
 
Machine Translation (F32)
100% 660
12.1 IPS
 
Machine Translation (F16)
100% 707
13.0 IPS
 
Machine Translation (I8)
64% 315
5.80 IPS
 

Compare

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