Geekbench ML Score

767
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 04 2024 07:06 AM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi 2206123SC
Model IDXiaomi 2206123SC
Motherboard taro
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 7.01 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 388
72.7 IPS
 
Image Classification (F16)
100% 382
71.5 IPS
 
Image Classification (I8)
97% 644
120.5 IPS
 
Image Segmentation (F32)
100% 484
8.08 IPS
 
Image Segmentation (F16)
100% 478
7.98 IPS
 
Image Segmentation (I8)
98% 552
9.21 IPS
 
Pose Estimation (F32)
100% 974
1.18 IPS
 
Pose Estimation (F16)
100% 970
1.17 IPS
 
Pose Estimation (I8)
100% 3703
4.48 IPS
 
Object Detection (F32)
100% 373
27.9 IPS
 
Object Detection (F16)
100% 374
27.9 IPS
 
Object Detection (I8)
61% 812
60.6 IPS
 
Face Detection (F32)
100% 874
10.4 IPS
 
Face Detection (F16)
100% 881
10.5 IPS
 
Face Detection (I8)
86% 1471
17.5 IPS
 
Depth Estimation (F32)
100% 926
7.18 IPS
 
Depth Estimation (F16)
100% 908
7.04 IPS
 
Depth Estimation (I8)
95% 1693
13.1 IPS
 
Style Transfer (F32)
100% 1632
2.15 IPS
 
Style Transfer (F16)
100% 1726
2.27 IPS
 
Style Transfer (I8)
98% 3988
5.25 IPS
 
Image Super-Resolution (F32)
100% 520
18.6 IPS
 
Image Super-Resolution (F16)
100% 552
19.7 IPS
 
Image Super-Resolution (I8)
98% 1391
49.7 IPS
 
Text Classification (F32)
100% 409
588.4 IPS
 
Text Classification (F16)
100% 386
555.3 IPS
 
Text Classification (I8)
92% 303
434.8 IPS
 
Machine Translation (F32)
100% 817
15.0 IPS
 
Machine Translation (F16)
100% 828
15.2 IPS
 
Machine Translation (I8)
64% 321
5.91 IPS
 

Compare

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