Geekbench ML Score

675
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 01 2024 07:06 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi Redmi K50 Ultra
Model IDXiaomi 22081212C
Motherboard diting
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 2.02 GHz
Cluster 14 Cores @ 2.02 GHz
Cluster 23 Cores @ 2.75 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 10.91 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 413
77.3 IPS
 
Image Classification (F16)
100% 676
126.6 IPS
 
Image Classification (I8)
97% 521
97.4 IPS
 
Image Segmentation (F32)
100% 742
12.4 IPS
 
Image Segmentation (F16)
100% 1209
20.2 IPS
 
Image Segmentation (I8)
98% 1079
18.0 IPS
 
Pose Estimation (F32)
100% 604
0.73 IPS
 
Pose Estimation (F16)
100% 1151
1.39 IPS
 
Pose Estimation (I8)
100% 1158
1.40 IPS
 
Object Detection (F32)
100% 252
18.8 IPS
 
Object Detection (F16)
100% 365
27.2 IPS
 
Object Detection (I8)
62% 358
26.8 IPS
 
Face Detection (F32)
100% 1364
16.2 IPS
 
Face Detection (F16)
97% 2069
24.6 IPS
 
Face Detection (I8)
87% 1916
22.8 IPS
 
Depth Estimation (F32)
100% 931
7.22 IPS
 
Depth Estimation (F16)
100% 1962
15.2 IPS
 
Depth Estimation (I8)
95% 1926
14.9 IPS
 
Style Transfer (F32)
100% 2017
2.65 IPS
 
Style Transfer (F16)
100% 4368
5.75 IPS
 
Style Transfer (I8)
98% 4321
5.68 IPS
 
Image Super-Resolution (F32)
100% 326
11.6 IPS
 
Image Super-Resolution (F16)
100% 452
16.2 IPS
 
Image Super-Resolution (I8)
98% 281
10.1 IPS
 
Text Classification (F32)
100% 115
165.7 IPS
 
Text Classification (F16)
100% 135
193.5 IPS
 
Text Classification (I8)
92% 207
297.0 IPS
 
Machine Translation (F32)
100% 265
4.88 IPS
 
Machine Translation (F16)
100% 268
4.93 IPS
 
Machine Translation (I8)
64% 304
5.59 IPS
 

Compare

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