Geekbench ML Score

483
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 09 2024 04:26 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 2311DRK48I
Model IDXiaomi 2311DRK48I
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% 269
50.3 IPS
 
Image Classification (F16)
100% 352
65.8 IPS
 
Image Classification (I8)
97% 308
57.7 IPS
 
Image Segmentation (F32)
100% 588
9.83 IPS
 
Image Segmentation (F16)
100% 663
11.1 IPS
 
Image Segmentation (I8)
98% 655
10.9 IPS
 
Pose Estimation (F32)
100% 288
0.35 IPS
 
Pose Estimation (F16)
100% 400
0.48 IPS
 
Pose Estimation (I8)
100% 400
0.48 IPS
 
Object Detection (F32)
100% 237
17.7 IPS
 
Object Detection (F16)
100% 298
22.2 IPS
 
Object Detection (I8)
62% 302
22.6 IPS
 
Face Detection (F32)
100% 1109
13.2 IPS
 
Face Detection (F16)
98% 1235
14.7 IPS
 
Face Detection (I8)
86% 1158
13.8 IPS
 
Depth Estimation (F32)
100% 577
4.48 IPS
 
Depth Estimation (F16)
100% 700
5.43 IPS
 
Depth Estimation (I8)
95% 695
5.39 IPS
 
Style Transfer (F32)
100% 1575
2.07 IPS
 
Style Transfer (F16)
100% 1921
2.53 IPS
 
Style Transfer (I8)
98% 1919
2.52 IPS
 
Image Super-Resolution (F32)
100% 348
12.4 IPS
 
Image Super-Resolution (F16)
100% 408
14.6 IPS
 
Image Super-Resolution (I8)
98% 408
14.6 IPS
 
Text Classification (F32)
100% 173
247.9 IPS
 
Text Classification (F16)
100% 173
248.0 IPS
 
Text Classification (I8)
92% 297
427.0 IPS
 
Machine Translation (F32)
100% 312
5.73 IPS
 
Machine Translation (F16)
100% 313
5.77 IPS
 
Machine Translation (I8)
64% 352
6.48 IPS
 

Compare

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