Geekbench ML Score

712
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 04 2024 12:23 PM
Views 1

System Information

System Information
Operating System Android 14
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 10.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 353
66.0 IPS
 
Image Classification (F16)
100% 377
70.6 IPS
 
Image Classification (I8)
97% 661
123.7 IPS
 
Image Segmentation (F32)
100% 493
8.24 IPS
 
Image Segmentation (F16)
100% 486
8.12 IPS
 
Image Segmentation (I8)
98% 562
9.38 IPS
 
Pose Estimation (F32)
100% 937
1.13 IPS
 
Pose Estimation (F16)
100% 903
1.09 IPS
 
Pose Estimation (I8)
100% 3234
3.92 IPS
 
Object Detection (F32)
100% 365
27.3 IPS
 
Object Detection (F16)
100% 349
26.0 IPS
 
Object Detection (I8)
61% 727
54.3 IPS
 
Face Detection (F32)
100% 782
9.29 IPS
 
Face Detection (F16)
100% 796
9.46 IPS
 
Face Detection (I8)
86% 1274
15.1 IPS
 
Depth Estimation (F32)
100% 839
6.50 IPS
 
Depth Estimation (F16)
100% 853
6.61 IPS
 
Depth Estimation (I8)
95% 1462
11.3 IPS
 
Style Transfer (F32)
100% 1585
2.09 IPS
 
Style Transfer (F16)
100% 1570
2.06 IPS
 
Style Transfer (I8)
98% 2949
3.88 IPS
 
Image Super-Resolution (F32)
100% 484
17.3 IPS
 
Image Super-Resolution (F16)
100% 487
17.4 IPS
 
Image Super-Resolution (I8)
98% 1229
43.9 IPS
 
Text Classification (F32)
100% 384
551.6 IPS
 
Text Classification (F16)
100% 391
562.5 IPS
 
Text Classification (I8)
92% 270
388.6 IPS
 
Machine Translation (F32)
100% 766
14.1 IPS
 
Machine Translation (F16)
100% 754
13.9 IPS
 
Machine Translation (I8)
64% 311
5.73 IPS
 

Compare

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