Geekbench ML Score

572
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 09 2024 03:07 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% 328
61.4 IPS
 
Image Classification (F16)
100% 394
73.8 IPS
 
Image Classification (I8)
97% 361
67.6 IPS
 
Image Segmentation (F32)
100% 708
11.8 IPS
 
Image Segmentation (F16)
100% 802
13.4 IPS
 
Image Segmentation (I8)
98% 792
13.2 IPS
 
Pose Estimation (F32)
100% 357
0.43 IPS
 
Pose Estimation (F16)
100% 497
0.60 IPS
 
Pose Estimation (I8)
100% 496
0.60 IPS
 
Object Detection (F32)
100% 306
22.9 IPS
 
Object Detection (F16)
100% 352
26.3 IPS
 
Object Detection (I8)
62% 390
29.1 IPS
 
Face Detection (F32)
100% 1362
16.2 IPS
 
Face Detection (F16)
98% 1426
17.0 IPS
 
Face Detection (I8)
86% 1431
17.0 IPS
 
Depth Estimation (F32)
100% 712
5.53 IPS
 
Depth Estimation (F16)
100% 869
6.74 IPS
 
Depth Estimation (I8)
95% 863
6.69 IPS
 
Style Transfer (F32)
100% 1947
2.56 IPS
 
Style Transfer (F16)
100% 2382
3.13 IPS
 
Style Transfer (I8)
98% 2381
3.13 IPS
 
Image Super-Resolution (F32)
100% 433
15.5 IPS
 
Image Super-Resolution (F16)
100% 512
18.3 IPS
 
Image Super-Resolution (I8)
98% 508
18.2 IPS
 
Text Classification (F32)
100% 180
258.9 IPS
 
Text Classification (F16)
100% 181
260.3 IPS
 
Text Classification (I8)
92% 307
440.9 IPS
 
Machine Translation (F32)
100% 321
5.91 IPS
 
Machine Translation (F16)
100% 323
5.95 IPS
 
Machine Translation (I8)
64% 372
6.85 IPS
 

Compare

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