Geekbench ML Score

599
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date March 27 2024 07:14 PM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 2311DRK48G
Model IDXiaomi 2311DRK48G
Motherboard duchamp
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3405 revision 0
Base Frequency 2.20 GHz
Cluster 14 Cores @ 2.20 GHz
Cluster 23 Cores @ 3.20 GHz
Cluster 31 Core @ 3.35 GHz
Memory Information
Size 7.17 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 322
60.2 IPS
 
Image Classification (F16)
100% 431
80.7 IPS
 
Image Classification (I8)
97% 377
70.5 IPS
 
Image Segmentation (F32)
100% 710
11.9 IPS
 
Image Segmentation (F16)
100% 812
13.6 IPS
 
Image Segmentation (I8)
98% 796
13.3 IPS
 
Pose Estimation (F32)
100% 357
0.43 IPS
 
Pose Estimation (F16)
100% 499
0.60 IPS
 
Pose Estimation (I8)
100% 496
0.60 IPS
 
Object Detection (F32)
100% 275
20.6 IPS
 
Object Detection (F16)
100% 344
25.7 IPS
 
Object Detection (I8)
62% 347
25.9 IPS
 
Face Detection (F32)
100% 1357
16.1 IPS
 
Face Detection (F16)
98% 1433
17.0 IPS
 
Face Detection (I8)
86% 1375
16.3 IPS
 
Depth Estimation (F32)
100% 720
5.59 IPS
 
Depth Estimation (F16)
100% 863
6.69 IPS
 
Depth Estimation (I8)
95% 861
6.68 IPS
 
Style Transfer (F32)
100% 1942
2.55 IPS
 
Style Transfer (F16)
100% 2376
3.13 IPS
 
Style Transfer (I8)
98% 2378
3.13 IPS
 
Image Super-Resolution (F32)
100% 431
15.4 IPS
 
Image Super-Resolution (F16)
100% 503
18.0 IPS
 
Image Super-Resolution (I8)
98% 498
17.8 IPS
 
Text Classification (F32)
100% 234
337.0 IPS
 
Text Classification (F16)
100% 233
335.0 IPS
 
Text Classification (I8)
92% 402
577.2 IPS
 
Machine Translation (F32)
100% 426
7.84 IPS
 
Machine Translation (F16)
100% 428
7.88 IPS
 
Machine Translation (I8)
64% 456
8.40 IPS
 

Compare

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