Geekbench ML Score

1277
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 03 2024 04:48 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 24031PN0DC
Model IDXiaomi 24031PN0DC
Motherboard aurora
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.30 GHz
Memory Information
Size 14.86 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 658
123.1 IPS
 
Image Classification (F16)
100% 584
109.2 IPS
 
Image Classification (I8)
99% 556
104.0 IPS
 
Image Segmentation (F32)
100% 817
13.6 IPS
 
Image Segmentation (F16)
100% 1063
17.8 IPS
 
Image Segmentation (I8)
98% 1006
16.8 IPS
 
Pose Estimation (F32)
100% 1060
1.28 IPS
 
Pose Estimation (F16)
100% 2476
3.00 IPS
 
Pose Estimation (I8)
100% 2484
3.01 IPS
 
Object Detection (F32)
100% 492
36.7 IPS
 
Object Detection (F16)
100% 559
41.8 IPS
 
Object Detection (I8)
62% 439
32.8 IPS
 
Face Detection (F32)
100% 2301
27.4 IPS
 
Face Detection (F16)
97% 3119
37.1 IPS
 
Face Detection (I8)
86% 1692
20.1 IPS
 
Depth Estimation (F32)
100% 1837
14.2 IPS
 
Depth Estimation (F16)
100% 3732
28.9 IPS
 
Depth Estimation (I8)
95% 3732
28.9 IPS
 
Style Transfer (F32)
100% 6629
8.72 IPS
 
Style Transfer (F16)
100% 10649
14.0 IPS
 
Style Transfer (I8)
98% 10634
14.0 IPS
 
Image Super-Resolution (F32)
100% 561
20.1 IPS
 
Image Super-Resolution (F16)
100% 1044
37.3 IPS
 
Image Super-Resolution (I8)
98% 1271
45.4 IPS
 
Text Classification (F32)
100% 442
634.8 IPS
 
Text Classification (F16)
100% 448
644.2 IPS
 
Text Classification (I8)
92% 723
1.04 KIPS
 
Machine Translation (F32)
100% 727
13.4 IPS
 
Machine Translation (F16)
100% 715
13.2 IPS
 
Machine Translation (I8)
64% 827
15.2 IPS
 

Compare

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