Geekbench ML Score

425
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 10 2024 04:37 PM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi Redmi K50i
Model IDXiaomi 22041216I
Motherboard xagain
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 1
Base Frequency 2.00 GHz
Cluster 14 Cores @ 2.00 GHz
Cluster 24 Cores @ 2.85 GHz
Memory Information
Size 7.29 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 174
32.6 IPS
 
Image Classification (F16)
100% 182
34.0 IPS
 
Image Classification (I8)
97% 308
57.7 IPS
 
Image Segmentation (F32)
100% 251
4.19 IPS
 
Image Segmentation (F16)
100% 259
4.33 IPS
 
Image Segmentation (I8)
98% 385
6.43 IPS
 
Pose Estimation (F32)
100% 518
0.63 IPS
 
Pose Estimation (F16)
100% 548
0.66 IPS
 
Pose Estimation (I8)
100% 1776
2.15 IPS
 
Object Detection (F32)
100% 201
15.0 IPS
 
Object Detection (F16)
100% 193
14.4 IPS
 
Object Detection (I8)
61% 368
27.4 IPS
 
Face Detection (F32)
100% 437
5.19 IPS
 
Face Detection (F16)
100% 428
5.09 IPS
 
Face Detection (I8)
86% 871
10.4 IPS
 
Depth Estimation (F32)
100% 477
3.70 IPS
 
Depth Estimation (F16)
100% 439
3.41 IPS
 
Depth Estimation (I8)
95% 860
6.67 IPS
 
Style Transfer (F32)
100% 1121
1.47 IPS
 
Style Transfer (F16)
100% 1085
1.43 IPS
 
Style Transfer (I8)
98% 2249
2.96 IPS
 
Image Super-Resolution (F32)
100% 253
9.04 IPS
 
Image Super-Resolution (F16)
100% 263
9.40 IPS
 
Image Super-Resolution (I8)
98% 904
32.3 IPS
 
Text Classification (F32)
100% 276
396.2 IPS
 
Text Classification (F16)
100% 292
419.6 IPS
 
Text Classification (I8)
92% 276
396.0 IPS
 
Machine Translation (F32)
100% 447
8.22 IPS
 
Machine Translation (F16)
100% 414
7.62 IPS
 
Machine Translation (I8)
64% 207
3.81 IPS
 

Compare

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