Geekbench ML Score

1784
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 19 2024 07:15 PM
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 10.86 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1048
196.2 IPS
 
Image Classification (F16)
100% 1075
201.1 IPS
 
Image Classification (I8)
97% 1310
245.1 IPS
 
Image Segmentation (F32)
100% 1392
23.2 IPS
 
Image Segmentation (F16)
100% 1330
22.2 IPS
 
Image Segmentation (I8)
98% 1366
22.8 IPS
 
Pose Estimation (F32)
100% 2037
2.47 IPS
 
Pose Estimation (F16)
100% 2035
2.46 IPS
 
Pose Estimation (I8)
100% 7691
9.31 IPS
 
Object Detection (F32)
100% 1037
77.4 IPS
 
Object Detection (F16)
100% 1018
76.0 IPS
 
Object Detection (I8)
61% 1787
133.4 IPS
 
Face Detection (F32)
100% 2344
27.9 IPS
 
Face Detection (F16)
100% 2390
28.4 IPS
 
Face Detection (I8)
86% 3263
38.8 IPS
 
Depth Estimation (F32)
100% 2145
16.6 IPS
 
Depth Estimation (F16)
100% 2086
16.2 IPS
 
Depth Estimation (I8)
95% 3720
28.9 IPS
 
Style Transfer (F32)
100% 3333
4.38 IPS
 
Style Transfer (F16)
100% 3315
4.36 IPS
 
Style Transfer (I8)
98% 8646
11.4 IPS
 
Image Super-Resolution (F32)
100% 1146
40.9 IPS
 
Image Super-Resolution (F16)
100% 1175
42.0 IPS
 
Image Super-Resolution (I8)
98% 3201
114.3 IPS
 
Text Classification (F32)
100% 876
1.26 KIPS
 
Text Classification (F16)
100% 869
1.25 KIPS
 
Text Classification (I8)
92% 548
787.9 IPS
 
Machine Translation (F32)
100% 1943
35.8 IPS
 
Machine Translation (F16)
100% 1951
35.9 IPS
 
Machine Translation (I8)
64% 789
14.5 IPS
 

Compare

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