Geekbench ML Score

637
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 11 2024 08:55 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 23054RA19C
Model IDXiaomi 23054RA19C
Motherboard pearl
Governorschedhorizon
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 1
Base Frequency 2.00 GHz
Cluster 14 Cores @ 2.00 GHz
Cluster 23 Cores @ 3.00 GHz
Cluster 31 Core @ 3.10 GHz
Memory Information
Size 11.23 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 393
73.6 IPS
 
Image Classification (F16)
100% 583
109.1 IPS
 
Image Classification (I8)
97% 572
107.0 IPS
 
Image Segmentation (F32)
100% 533
8.90 IPS
 
Image Segmentation (F16)
100% 681
11.4 IPS
 
Image Segmentation (I8)
98% 649
10.8 IPS
 
Pose Estimation (F32)
100% 449
0.54 IPS
 
Pose Estimation (F16)
100% 617
0.75 IPS
 
Pose Estimation (I8)
100% 612
0.74 IPS
 
Object Detection (F32)
100% 327
24.4 IPS
 
Object Detection (F16)
100% 473
35.3 IPS
 
Object Detection (I8)
62% 468
34.9 IPS
 
Face Detection (F32)
100% 1273
15.1 IPS
 
Face Detection (F16)
98% 1644
19.5 IPS
 
Face Detection (I8)
86% 1538
18.3 IPS
 
Depth Estimation (F32)
100% 765
5.93 IPS
 
Depth Estimation (F16)
100% 919
7.13 IPS
 
Depth Estimation (I8)
95% 924
7.16 IPS
 
Style Transfer (F32)
100% 1854
2.44 IPS
 
Style Transfer (F16)
100% 2491
3.28 IPS
 
Style Transfer (I8)
98% 2484
3.27 IPS
 
Image Super-Resolution (F32)
100% 403
14.4 IPS
 
Image Super-Resolution (F16)
100% 539
19.2 IPS
 
Image Super-Resolution (I8)
98% 533
19.1 IPS
 
Text Classification (F32)
100% 222
319.7 IPS
 
Text Classification (F16)
100% 207
298.2 IPS
 
Text Classification (I8)
92% 389
558.7 IPS
 
Machine Translation (F32)
100% 381
7.01 IPS
 
Machine Translation (F16)
100% 385
7.08 IPS
 
Machine Translation (I8)
64% 500
9.20 IPS
 

Compare

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