Geekbench ML Score

1068
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 21 2024 11:40 AM
Views 1

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% 525
98.2 IPS
 
Image Classification (F16)
100% 526
98.4 IPS
 
Image Classification (I8)
97% 886
165.8 IPS
 
Image Segmentation (F32)
100% 691
11.5 IPS
 
Image Segmentation (F16)
100% 670
11.2 IPS
 
Image Segmentation (I8)
98% 823
13.8 IPS
 
Pose Estimation (F32)
100% 1238
1.50 IPS
 
Pose Estimation (F16)
100% 1210
1.47 IPS
 
Pose Estimation (I8)
100% 4940
5.98 IPS
 
Object Detection (F32)
100% 558
41.7 IPS
 
Object Detection (F16)
100% 554
41.3 IPS
 
Object Detection (I8)
61% 1137
84.9 IPS
 
Face Detection (F32)
100% 1159
13.8 IPS
 
Face Detection (F16)
100% 1190
14.2 IPS
 
Face Detection (I8)
86% 2013
23.9 IPS
 
Depth Estimation (F32)
100% 1272
9.87 IPS
 
Depth Estimation (F16)
100% 1255
9.73 IPS
 
Depth Estimation (I8)
95% 2192
17.0 IPS
 
Style Transfer (F32)
100% 2303
3.03 IPS
 
Style Transfer (F16)
100% 2210
2.91 IPS
 
Style Transfer (I8)
98% 4436
5.83 IPS
 
Image Super-Resolution (F32)
100% 823
29.4 IPS
 
Image Super-Resolution (F16)
100% 822
29.3 IPS
 
Image Super-Resolution (I8)
98% 2013
71.9 IPS
 
Text Classification (F32)
100% 592
850.4 IPS
 
Text Classification (F16)
100% 572
821.8 IPS
 
Text Classification (I8)
92% 464
667.1 IPS
 
Machine Translation (F32)
100% 1215
22.4 IPS
 
Machine Translation (F16)
100% 1211
22.3 IPS
 
Machine Translation (I8)
64% 441
8.12 IPS
 

Compare

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