Geekbench ML Score

1752
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 20 2024 03:17 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% 988
184.9 IPS
 
Image Classification (F16)
100% 1053
197.1 IPS
 
Image Classification (I8)
97% 1377
257.6 IPS
 
Image Segmentation (F32)
100% 1387
23.2 IPS
 
Image Segmentation (F16)
100% 1233
20.6 IPS
 
Image Segmentation (I8)
98% 1307
21.8 IPS
 
Pose Estimation (F32)
100% 2014
2.44 IPS
 
Pose Estimation (F16)
100% 1992
2.41 IPS
 
Pose Estimation (I8)
100% 7829
9.48 IPS
 
Object Detection (F32)
100% 1032
77.0 IPS
 
Object Detection (F16)
100% 1034
77.2 IPS
 
Object Detection (I8)
61% 1549
115.6 IPS
 
Face Detection (F32)
100% 2282
27.1 IPS
 
Face Detection (F16)
100% 2329
27.7 IPS
 
Face Detection (I8)
86% 3390
40.3 IPS
 
Depth Estimation (F32)
100% 2150
16.7 IPS
 
Depth Estimation (F16)
100% 2109
16.4 IPS
 
Depth Estimation (I8)
95% 3524
27.3 IPS
 
Style Transfer (F32)
100% 3306
4.35 IPS
 
Style Transfer (F16)
100% 3290
4.33 IPS
 
Style Transfer (I8)
98% 8280
10.9 IPS
 
Image Super-Resolution (F32)
100% 1185
42.3 IPS
 
Image Super-Resolution (F16)
100% 1166
41.6 IPS
 
Image Super-Resolution (I8)
98% 3334
119.1 IPS
 
Text Classification (F32)
100% 890
1.28 KIPS
 
Text Classification (F16)
100% 612
879.3 IPS
 
Text Classification (I8)
92% 600
862.9 IPS
 
Machine Translation (F32)
100% 1904
35.0 IPS
 
Machine Translation (F16)
100% 1941
35.7 IPS
 
Machine Translation (I8)
64% 856
15.8 IPS
 

Compare

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