Geekbench ML Score

490
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 10 2024 07:32 PM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi Mi 11X
Model IDXiaomi M2012K11AI
Motherboard aliothin
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 7.43 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 247
46.2 IPS
 
Image Classification (F16)
100% 245
45.8 IPS
 
Image Classification (I8)
97% 557
104.2 IPS
 
Image Segmentation (F32)
100% 356
5.95 IPS
 
Image Segmentation (F16)
100% 353
5.90 IPS
 
Image Segmentation (I8)
98% 430
7.18 IPS
 
Pose Estimation (F32)
100% 560
0.68 IPS
 
Pose Estimation (F16)
100% 560
0.68 IPS
 
Pose Estimation (I8)
100% 2579
3.12 IPS
 
Object Detection (F32)
100% 277
20.6 IPS
 
Object Detection (F16)
100% 273
20.4 IPS
 
Object Detection (I8)
61% 768
57.3 IPS
 
Face Detection (F32)
100% 581
6.91 IPS
 
Face Detection (F16)
100% 584
6.94 IPS
 
Face Detection (I8)
86% 1503
17.9 IPS
 
Depth Estimation (F32)
100% 527
4.08 IPS
 
Depth Estimation (F16)
100% 512
3.97 IPS
 
Depth Estimation (I8)
95% 1310
10.2 IPS
 
Style Transfer (F32)
100% 906
1.19 IPS
 
Style Transfer (F16)
100% 925
1.22 IPS
 
Style Transfer (I8)
98% 2401
3.16 IPS
 
Image Super-Resolution (F32)
100% 173
6.19 IPS
 
Image Super-Resolution (F16)
100% 172
6.14 IPS
 
Image Super-Resolution (I8)
98% 295
10.6 IPS
 
Text Classification (F32)
100% 265
380.7 IPS
 
Text Classification (F16)
100% 240
344.8 IPS
 
Text Classification (I8)
92% 288
414.0 IPS
 
Machine Translation (F32)
100% 614
11.3 IPS
 
Machine Translation (F16)
100% 607
11.2 IPS
 
Machine Translation (I8)
64% 285
5.25 IPS
 

Compare

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