Geekbench ML Score

833
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 27 2024 06:52 AM
Views 2

System Information

System Information
Operating System Android 12
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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 453
84.7 IPS
 
Image Classification (F16)
100% 453
84.8 IPS
 
Image Classification (I8)
97% 776
145.3 IPS
 
Image Segmentation (F32)
100% 513
8.56 IPS
 
Image Segmentation (F16)
100% 529
8.84 IPS
 
Image Segmentation (I8)
98% 644
10.7 IPS
 
Pose Estimation (F32)
100% 982
1.19 IPS
 
Pose Estimation (F16)
100% 959
1.16 IPS
 
Pose Estimation (I8)
100% 3917
4.74 IPS
 
Object Detection (F32)
100% 380
28.4 IPS
 
Object Detection (F16)
100% 372
27.8 IPS
 
Object Detection (I8)
61% 903
67.4 IPS
 
Face Detection (F32)
100% 869
10.3 IPS
 
Face Detection (F16)
100% 867
10.3 IPS
 
Face Detection (I8)
86% 1345
16.0 IPS
 
Depth Estimation (F32)
100% 947
7.34 IPS
 
Depth Estimation (F16)
100% 949
7.36 IPS
 
Depth Estimation (I8)
95% 1979
15.3 IPS
 
Style Transfer (F32)
100% 1747
2.30 IPS
 
Style Transfer (F16)
100% 1749
2.30 IPS
 
Style Transfer (I8)
98% 4244
5.58 IPS
 
Image Super-Resolution (F32)
100% 576
20.6 IPS
 
Image Super-Resolution (F16)
100% 583
20.8 IPS
 
Image Super-Resolution (I8)
98% 1665
59.5 IPS
 
Text Classification (F32)
100% 461
662.8 IPS
 
Text Classification (F16)
100% 468
672.3 IPS
 
Text Classification (I8)
92% 363
521.7 IPS
 
Machine Translation (F32)
100% 904
16.6 IPS
 
Machine Translation (F16)
100% 933
17.2 IPS
 
Machine Translation (I8)
64% 371
6.84 IPS
 

Compare

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