Geekbench ML Score

1278
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 21 2024 04:43 PM
Views 2

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% 643
120.4 IPS
 
Image Classification (F16)
100% 846
158.3 IPS
 
Image Classification (I8)
97% 844
157.9 IPS
 
Image Segmentation (F32)
100% 1066
17.8 IPS
 
Image Segmentation (F16)
100% 1020
17.0 IPS
 
Image Segmentation (I8)
98% 978
16.3 IPS
 
Pose Estimation (F32)
100% 1637
1.98 IPS
 
Pose Estimation (F16)
100% 1485
1.80 IPS
 
Pose Estimation (I8)
100% 5462
6.61 IPS
 
Object Detection (F32)
100% 811
60.5 IPS
 
Object Detection (F16)
100% 799
59.7 IPS
 
Object Detection (I8)
61% 1276
95.3 IPS
 
Face Detection (F32)
100% 1774
21.1 IPS
 
Face Detection (F16)
100% 1694
20.1 IPS
 
Face Detection (I8)
86% 1967
23.4 IPS
 
Depth Estimation (F32)
100% 1680
13.0 IPS
 
Depth Estimation (F16)
100% 1587
12.3 IPS
 
Depth Estimation (I8)
95% 2330
18.1 IPS
 
Style Transfer (F32)
100% 2573
3.38 IPS
 
Style Transfer (F16)
100% 2578
3.39 IPS
 
Style Transfer (I8)
98% 5920
7.79 IPS
 
Image Super-Resolution (F32)
100% 771
27.5 IPS
 
Image Super-Resolution (F16)
100% 789
28.2 IPS
 
Image Super-Resolution (I8)
98% 2256
80.6 IPS
 
Text Classification (F32)
100% 664
954.0 IPS
 
Text Classification (F16)
100% 591
849.9 IPS
 
Text Classification (I8)
92% 435
624.5 IPS
 
Machine Translation (F32)
100% 1355
24.9 IPS
 
Machine Translation (F16)
100% 1267
23.3 IPS
 
Machine Translation (I8)
64% 517
9.51 IPS
 

Compare

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