Geekbench ML Score

922
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 23 2024 05:45 AM
Views 2

System Information

System Information
Operating System Android 14
Model Xiaomi Redmi K60 Pro
Model IDXiaomi 22127RK46C
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 10.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 455
85.2 IPS
 
Image Classification (F16)
100% 487
91.1 IPS
 
Image Classification (I8)
97% 748
139.9 IPS
 
Image Segmentation (F32)
100% 621
10.4 IPS
 
Image Segmentation (F16)
100% 619
10.3 IPS
 
Image Segmentation (I8)
98% 732
12.2 IPS
 
Pose Estimation (F32)
100% 1197
1.45 IPS
 
Pose Estimation (F16)
100% 1161
1.41 IPS
 
Pose Estimation (I8)
100% 4419
5.35 IPS
 
Object Detection (F32)
100% 499
37.2 IPS
 
Object Detection (F16)
100% 254
19.0 IPS
 
Object Detection (I8)
61% 1011
75.4 IPS
 
Face Detection (F32)
100% 1104
13.1 IPS
 
Face Detection (F16)
100% 1114
13.2 IPS
 
Face Detection (I8)
86% 1730
20.6 IPS
 
Depth Estimation (F32)
100% 1129
8.76 IPS
 
Depth Estimation (F16)
100% 1119
8.68 IPS
 
Depth Estimation (I8)
95% 1946
15.1 IPS
 
Style Transfer (F32)
100% 2070
2.72 IPS
 
Style Transfer (F16)
100% 2053
2.70 IPS
 
Style Transfer (I8)
98% 3655
4.81 IPS
 
Image Super-Resolution (F32)
100% 677
24.2 IPS
 
Image Super-Resolution (F16)
100% 677
24.2 IPS
 
Image Super-Resolution (I8)
98% 1705
60.9 IPS
 
Text Classification (F32)
100% 506
727.1 IPS
 
Text Classification (F16)
100% 525
754.9 IPS
 
Text Classification (I8)
92% 337
484.2 IPS
 
Machine Translation (F32)
100% 1033
19.0 IPS
 
Machine Translation (F16)
100% 1008
18.6 IPS
 
Machine Translation (I8)
64% 404
7.43 IPS
 

Compare

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