Geekbench ML Score

1759
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 21 2024 07:38 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% 1037
194.1 IPS
 
Image Classification (F16)
100% 844
158.0 IPS
 
Image Classification (I8)
97% 1263
236.3 IPS
 
Image Segmentation (F32)
100% 1397
23.3 IPS
 
Image Segmentation (F16)
100% 1384
23.1 IPS
 
Image Segmentation (I8)
98% 1371
22.9 IPS
 
Pose Estimation (F32)
100% 2037
2.47 IPS
 
Pose Estimation (F16)
100% 2021
2.45 IPS
 
Pose Estimation (I8)
100% 7625
9.23 IPS
 
Object Detection (F32)
100% 1021
76.2 IPS
 
Object Detection (F16)
100% 994
74.2 IPS
 
Object Detection (I8)
61% 1668
124.6 IPS
 
Face Detection (F32)
100% 2354
28.0 IPS
 
Face Detection (F16)
100% 2353
28.0 IPS
 
Face Detection (I8)
86% 3438
40.9 IPS
 
Depth Estimation (F32)
100% 2123
16.5 IPS
 
Depth Estimation (F16)
100% 2079
16.1 IPS
 
Depth Estimation (I8)
95% 3503
27.2 IPS
 
Style Transfer (F32)
100% 3273
4.31 IPS
 
Style Transfer (F16)
100% 3329
4.38 IPS
 
Style Transfer (I8)
98% 8521
11.2 IPS
 
Image Super-Resolution (F32)
100% 1156
41.3 IPS
 
Image Super-Resolution (F16)
100% 1149
41.0 IPS
 
Image Super-Resolution (I8)
98% 3225
115.2 IPS
 
Text Classification (F32)
100% 857
1.23 KIPS
 
Text Classification (F16)
100% 829
1.19 KIPS
 
Text Classification (I8)
92% 562
807.4 IPS
 
Machine Translation (F32)
100% 1975
36.3 IPS
 
Machine Translation (F16)
100% 1967
36.2 IPS
 
Machine Translation (I8)
64% 807
14.8 IPS
 

Compare

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