Geekbench ML Score

945
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 16 2024 02:29 AM
Views 3

System Information

System Information
Operating System Android 14
Model Xiaomi 24018RPACC
Model IDXiaomi 24018RPACC
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 7.29 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 522
97.7 IPS
 
Image Classification (F16)
100% 505
94.4 IPS
 
Image Classification (I8)
97% 864
161.7 IPS
 
Image Segmentation (F32)
100% 646
10.8 IPS
 
Image Segmentation (F16)
100% 655
10.9 IPS
 
Image Segmentation (I8)
98% 779
13.0 IPS
 
Pose Estimation (F32)
100% 1153
1.40 IPS
 
Pose Estimation (F16)
100% 1151
1.39 IPS
 
Pose Estimation (I8)
100% 3991
4.83 IPS
 
Object Detection (F32)
100% 523
39.0 IPS
 
Object Detection (F16)
100% 489
36.5 IPS
 
Object Detection (I8)
61% 919
68.6 IPS
 
Face Detection (F32)
100% 1155
13.7 IPS
 
Face Detection (F16)
100% 1114
13.2 IPS
 
Face Detection (I8)
86% 1619
19.2 IPS
 
Depth Estimation (F32)
100% 1120
8.68 IPS
 
Depth Estimation (F16)
100% 1085
8.41 IPS
 
Depth Estimation (I8)
95% 1894
14.7 IPS
 
Style Transfer (F32)
100% 1896
2.49 IPS
 
Style Transfer (F16)
100% 1942
2.55 IPS
 
Style Transfer (I8)
98% 3710
4.88 IPS
 
Image Super-Resolution (F32)
100% 638
22.8 IPS
 
Image Super-Resolution (F16)
100% 638
22.8 IPS
 
Image Super-Resolution (I8)
98% 1623
58.0 IPS
 
Text Classification (F32)
100% 505
725.3 IPS
 
Text Classification (F16)
100% 538
772.9 IPS
 
Text Classification (I8)
92% 362
520.5 IPS
 
Machine Translation (F32)
100% 1141
21.0 IPS
 
Machine Translation (F16)
100% 1047
19.3 IPS
 
Machine Translation (I8)
64% 391
7.20 IPS
 

Compare

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