Geekbench ML Score

1643
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 19 2024 08:34 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% 937
175.4 IPS
 
Image Classification (F16)
100% 869
162.6 IPS
 
Image Classification (I8)
97% 1110
207.6 IPS
 
Image Segmentation (F32)
100% 1306
21.8 IPS
 
Image Segmentation (F16)
100% 1247
20.8 IPS
 
Image Segmentation (I8)
98% 1179
19.7 IPS
 
Pose Estimation (F32)
100% 1878
2.27 IPS
 
Pose Estimation (F16)
100% 1938
2.35 IPS
 
Pose Estimation (I8)
100% 7295
8.83 IPS
 
Object Detection (F32)
100% 799
59.7 IPS
 
Object Detection (F16)
100% 1005
75.0 IPS
 
Object Detection (I8)
61% 1690
126.2 IPS
 
Face Detection (F32)
100% 2231
26.5 IPS
 
Face Detection (F16)
100% 2163
25.7 IPS
 
Face Detection (I8)
86% 3158
37.5 IPS
 
Depth Estimation (F32)
100% 1911
14.8 IPS
 
Depth Estimation (F16)
100% 2055
15.9 IPS
 
Depth Estimation (I8)
95% 3322
25.8 IPS
 
Style Transfer (F32)
100% 3216
4.23 IPS
 
Style Transfer (F16)
100% 3180
4.18 IPS
 
Style Transfer (I8)
98% 7586
9.98 IPS
 
Image Super-Resolution (F32)
100% 1059
37.8 IPS
 
Image Super-Resolution (F16)
100% 1111
39.7 IPS
 
Image Super-Resolution (I8)
98% 3004
107.3 IPS
 
Text Classification (F32)
100% 854
1.23 KIPS
 
Text Classification (F16)
100% 859
1.23 KIPS
 
Text Classification (I8)
92% 593
852.5 IPS
 
Machine Translation (F32)
100% 1723
31.7 IPS
 
Machine Translation (F16)
100% 1714
31.5 IPS
 
Machine Translation (I8)
64% 674
12.4 IPS
 

Compare

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