Geekbench ML Score

919
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 20 2024 02:05 PM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 13
Model IDXiaomi 2211133C
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 14.76 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 399
74.7 IPS
 
Image Classification (F16)
100% 400
74.8 IPS
 
Image Classification (I8)
97% 762
142.6 IPS
 
Image Segmentation (F32)
100% 556
9.28 IPS
 
Image Segmentation (F16)
100% 594
9.93 IPS
 
Image Segmentation (I8)
98% 671
11.2 IPS
 
Pose Estimation (F32)
100% 1126
1.36 IPS
 
Pose Estimation (F16)
100% 1113
1.35 IPS
 
Pose Estimation (I8)
100% 4737
5.74 IPS
 
Object Detection (F32)
100% 453
33.8 IPS
 
Object Detection (F16)
100% 451
33.7 IPS
 
Object Detection (I8)
61% 1087
81.1 IPS
 
Face Detection (F32)
100% 994
11.8 IPS
 
Face Detection (F16)
100% 939
11.2 IPS
 
Face Detection (I8)
86% 1696
20.2 IPS
 
Depth Estimation (F32)
100% 1020
7.91 IPS
 
Depth Estimation (F16)
100% 954
7.40 IPS
 
Depth Estimation (I8)
95% 1804
14.0 IPS
 
Style Transfer (F32)
100% 1966
2.59 IPS
 
Style Transfer (F16)
100% 1964
2.58 IPS
 
Style Transfer (I8)
98% 5337
7.02 IPS
 
Image Super-Resolution (F32)
100% 653
23.3 IPS
 
Image Super-Resolution (F16)
100% 632
22.6 IPS
 
Image Super-Resolution (I8)
98% 2090
74.6 IPS
 
Text Classification (F32)
100% 494
710.4 IPS
 
Text Classification (F16)
100% 535
769.5 IPS
 
Text Classification (I8)
92% 434
624.3 IPS
 
Machine Translation (F32)
100% 898
16.5 IPS
 
Machine Translation (F16)
100% 1083
19.9 IPS
 
Machine Translation (I8)
64% 413
7.60 IPS
 

Compare

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