Geekbench ML Score

1357
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 21 2024 08:07 AM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 24129PN74C
Model IDXiaomi 24129PN74C
Motherboard sun
Governorwalt
CPU Information
Name Qualcomm ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 3 part 1 revision 4
Base Frequency 3.53 GHz
Cluster 16 Cores @ 3.53 GHz
Cluster 22 Cores @ 4.32 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% 803
150.3 IPS
 
Image Classification (F16)
100% 829
155.1 IPS
 
Image Classification (I8)
97% 1080
202.1 IPS
 
Image Segmentation (F32)
100% 1091
18.2 IPS
 
Image Segmentation (F16)
100% 1111
18.6 IPS
 
Image Segmentation (I8)
98% 1033
17.3 IPS
 
Pose Estimation (F32)
100% 1672
2.03 IPS
 
Pose Estimation (F16)
100% 1662
2.01 IPS
 
Pose Estimation (I8)
100% 6208
7.52 IPS
 
Object Detection (F32)
100% 811
60.6 IPS
 
Object Detection (F16)
100% 826
61.6 IPS
 
Object Detection (I8)
61% 1214
90.6 IPS
 
Face Detection (F32)
100% 1995
23.7 IPS
 
Face Detection (F16)
100% 1851
22.0 IPS
 
Face Detection (I8)
86% 2213
26.3 IPS
 
Depth Estimation (F32)
100% 1766
13.7 IPS
 
Depth Estimation (F16)
100% 1648
12.8 IPS
 
Depth Estimation (I8)
95% 2429
18.8 IPS
 
Style Transfer (F32)
100% 2874
3.78 IPS
 
Style Transfer (F16)
100% 2634
3.46 IPS
 
Style Transfer (I8)
98% 5921
7.79 IPS
 
Image Super-Resolution (F32)
100% 829
29.6 IPS
 
Image Super-Resolution (F16)
100% 839
29.9 IPS
 
Image Super-Resolution (I8)
98% 2242
80.1 IPS
 
Text Classification (F32)
100% 637
915.4 IPS
 
Text Classification (F16)
100% 637
915.5 IPS
 
Text Classification (I8)
92% 423
607.6 IPS
 
Machine Translation (F32)
100% 1411
26.0 IPS
 
Machine Translation (F16)
100% 1365
25.1 IPS
 
Machine Translation (I8)
64% 566
10.4 IPS
 

Compare

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