Geekbench ML Score

1355
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 17 2024 01:05 AM
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% 856
160.1 IPS
 
Image Classification (F16)
100% 856
160.1 IPS
 
Image Classification (I8)
97% 1081
202.3 IPS
 
Image Segmentation (F32)
100% 1086
18.1 IPS
 
Image Segmentation (F16)
100% 1078
18.0 IPS
 
Image Segmentation (I8)
98% 1033
17.3 IPS
 
Pose Estimation (F32)
100% 1660
2.01 IPS
 
Pose Estimation (F16)
100% 1625
1.97 IPS
 
Pose Estimation (I8)
100% 6217
7.53 IPS
 
Object Detection (F32)
100% 808
60.3 IPS
 
Object Detection (F16)
100% 794
59.2 IPS
 
Object Detection (I8)
61% 1285
95.9 IPS
 
Face Detection (F32)
100% 1958
23.3 IPS
 
Face Detection (F16)
100% 1934
23.0 IPS
 
Face Detection (I8)
86% 2086
24.8 IPS
 
Depth Estimation (F32)
100% 1733
13.4 IPS
 
Depth Estimation (F16)
100% 1739
13.5 IPS
 
Depth Estimation (I8)
95% 2477
19.2 IPS
 
Style Transfer (F32)
100% 2824
3.71 IPS
 
Style Transfer (F16)
100% 2564
3.37 IPS
 
Style Transfer (I8)
98% 5768
7.59 IPS
 
Image Super-Resolution (F32)
100% 811
29.0 IPS
 
Image Super-Resolution (F16)
100% 805
28.8 IPS
 
Image Super-Resolution (I8)
98% 2265
80.9 IPS
 
Text Classification (F32)
100% 657
943.7 IPS
 
Text Classification (F16)
100% 630
904.9 IPS
 
Text Classification (I8)
92% 432
620.2 IPS
 
Machine Translation (F32)
100% 1400
25.8 IPS
 
Machine Translation (F16)
100% 1412
26.0 IPS
 
Machine Translation (I8)
64% 543
9.98 IPS
 

Compare

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