Geekbench ML Score

620
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 19 2024 03:09 PM
Views 3

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% 279
52.3 IPS
 
Image Classification (F16)
100% 272
50.8 IPS
 
Image Classification (I8)
97% 684
128.0 IPS
 
Image Segmentation (F32)
100% 367
6.13 IPS
 
Image Segmentation (F16)
100% 377
6.30 IPS
 
Image Segmentation (I8)
98% 546
9.12 IPS
 
Pose Estimation (F32)
100% 556
0.67 IPS
 
Pose Estimation (F16)
100% 520
0.63 IPS
 
Pose Estimation (I8)
100% 2951
3.57 IPS
 
Object Detection (F32)
100% 302
22.6 IPS
 
Object Detection (F16)
100% 310
23.2 IPS
 
Object Detection (I8)
61% 889
66.4 IPS
 
Face Detection (F32)
100% 671
7.97 IPS
 
Face Detection (F16)
100% 656
7.80 IPS
 
Face Detection (I8)
86% 1586
18.9 IPS
 
Depth Estimation (F32)
100% 643
4.99 IPS
 
Depth Estimation (F16)
100% 638
4.95 IPS
 
Depth Estimation (I8)
95% 1680
13.0 IPS
 
Style Transfer (F32)
100% 1080
1.42 IPS
 
Style Transfer (F16)
100% 1121
1.47 IPS
 
Style Transfer (I8)
98% 2922
3.84 IPS
 
Image Super-Resolution (F32)
100% 387
13.8 IPS
 
Image Super-Resolution (F16)
100% 377
13.5 IPS
 
Image Super-Resolution (I8)
98% 1355
48.4 IPS
 
Text Classification (F32)
100% 389
559.4 IPS
 
Text Classification (F16)
100% 370
531.8 IPS
 
Text Classification (I8)
92% 321
461.1 IPS
 
Machine Translation (F32)
100% 685
12.6 IPS
 
Machine Translation (F16)
100% 641
11.8 IPS
 
Machine Translation (I8)
64% 326
6.00 IPS
 

Compare

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