Geekbench ML Score

453
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 06 2024 01:01 PM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 2209129SC
Model IDXiaomi 2209129SC
Motherboard ziyi
Governorschedutil
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3399 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.36 GHz
Cluster 31 Core @ 2.40 GHz
Memory Information
Size 7.07 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 240
45.0 IPS
 
Image Classification (F16)
100% 241
45.2 IPS
 
Image Classification (I8)
97% 331
62.0 IPS
 
Image Segmentation (F32)
100% 291
4.86 IPS
 
Image Segmentation (F16)
100% 302
5.04 IPS
 
Image Segmentation (I8)
98% 384
6.41 IPS
 
Pose Estimation (F32)
100% 558
0.68 IPS
 
Pose Estimation (F16)
100% 580
0.70 IPS
 
Pose Estimation (I8)
100% 2375
2.88 IPS
 
Object Detection (F32)
100% 227
17.0 IPS
 
Object Detection (F16)
100% 243
18.1 IPS
 
Object Detection (I8)
61% 402
30.0 IPS
 
Face Detection (F32)
100% 478
5.69 IPS
 
Face Detection (F16)
100% 478
5.68 IPS
 
Face Detection (I8)
86% 869
10.3 IPS
 
Depth Estimation (F32)
100% 501
3.88 IPS
 
Depth Estimation (F16)
100% 492
3.82 IPS
 
Depth Estimation (I8)
95% 1016
7.88 IPS
 
Style Transfer (F32)
100% 908
1.19 IPS
 
Style Transfer (F16)
100% 872
1.15 IPS
 
Style Transfer (I8)
98% 2237
2.94 IPS
 
Image Super-Resolution (F32)
100% 307
11.0 IPS
 
Image Super-Resolution (F16)
100% 288
10.3 IPS
 
Image Super-Resolution (I8)
98% 874
31.2 IPS
 
Text Classification (F32)
100% 269
386.7 IPS
 
Text Classification (F16)
100% 269
386.4 IPS
 
Text Classification (I8)
92% 212
304.6 IPS
 
Machine Translation (F32)
100% 438
8.07 IPS
 
Machine Translation (F16)
100% 437
8.04 IPS
 
Machine Translation (I8)
64% 222
4.09 IPS
 

Compare

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