Geekbench ML Score

632
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 10 2024 01:25 PM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi Redmi K50 Pro
Model IDXiaomi 22011211C
Motherboard matisse
Governorsugov_ext
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.60 GHz
Cluster 14 Cores @ 1.60 GHz
Cluster 23 Cores @ 2.85 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 11.19 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 267
50.1 IPS
 
Image Classification (F16)
100% 305
57.0 IPS
 
Image Classification (I8)
97% 354
66.2 IPS
 
Image Segmentation (F32)
100% 434
7.26 IPS
 
Image Segmentation (F16)
100% 447
7.47 IPS
 
Image Segmentation (I8)
98% 490
8.18 IPS
 
Pose Estimation (F32)
100% 862
1.04 IPS
 
Pose Estimation (F16)
100% 843
1.02 IPS
 
Pose Estimation (I8)
100% 2898
3.51 IPS
 
Object Detection (F32)
100% 348
25.9 IPS
 
Object Detection (F16)
100% 335
25.0 IPS
 
Object Detection (I8)
61% 500
37.3 IPS
 
Face Detection (F32)
100% 759
9.02 IPS
 
Face Detection (F16)
100% 732
8.71 IPS
 
Face Detection (I8)
86% 1055
12.5 IPS
 
Depth Estimation (F32)
100% 800
6.20 IPS
 
Depth Estimation (F16)
100% 788
6.11 IPS
 
Depth Estimation (I8)
95% 1182
9.17 IPS
 
Style Transfer (F32)
100% 1528
2.01 IPS
 
Style Transfer (F16)
100% 1557
2.05 IPS
 
Style Transfer (I8)
98% 2868
3.77 IPS
 
Image Super-Resolution (F32)
100% 506
18.1 IPS
 
Image Super-Resolution (F16)
100% 486
17.3 IPS
 
Image Super-Resolution (I8)
98% 1132
40.4 IPS
 
Text Classification (F32)
100% 504
724.5 IPS
 
Text Classification (F16)
100% 473
679.5 IPS
 
Text Classification (I8)
92% 319
458.9 IPS
 
Machine Translation (F32)
100% 487
8.96 IPS
 
Machine Translation (F16)
100% 488
8.98 IPS
 
Machine Translation (I8)
64% 209
3.84 IPS
 

Compare

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