Geekbench ML Score

1707
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 21 2024 11:30 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% 935
175.0 IPS
 
Image Classification (F16)
100% 989
185.0 IPS
 
Image Classification (I8)
97% 1398
261.5 IPS
 
Image Segmentation (F32)
100% 1443
24.1 IPS
 
Image Segmentation (F16)
100% 1141
19.1 IPS
 
Image Segmentation (I8)
98% 1264
21.1 IPS
 
Pose Estimation (F32)
100% 1951
2.36 IPS
 
Pose Estimation (F16)
100% 2029
2.46 IPS
 
Pose Estimation (I8)
100% 7961
9.64 IPS
 
Object Detection (F32)
100% 1035
77.3 IPS
 
Object Detection (F16)
100% 959
71.6 IPS
 
Object Detection (I8)
61% 1624
121.3 IPS
 
Face Detection (F32)
100% 2386
28.4 IPS
 
Face Detection (F16)
100% 2238
26.6 IPS
 
Face Detection (I8)
86% 3122
37.1 IPS
 
Depth Estimation (F32)
100% 2183
16.9 IPS
 
Depth Estimation (F16)
100% 2163
16.8 IPS
 
Depth Estimation (I8)
95% 3767
29.2 IPS
 
Style Transfer (F32)
100% 3346
4.40 IPS
 
Style Transfer (F16)
100% 3295
4.33 IPS
 
Style Transfer (I8)
98% 7647
10.1 IPS
 
Image Super-Resolution (F32)
100% 1153
41.2 IPS
 
Image Super-Resolution (F16)
100% 1145
40.9 IPS
 
Image Super-Resolution (I8)
98% 2909
103.9 IPS
 
Text Classification (F32)
100% 768
1.10 KIPS
 
Text Classification (F16)
100% 852
1.23 KIPS
 
Text Classification (I8)
92% 604
868.1 IPS
 
Machine Translation (F32)
100% 1772
32.6 IPS
 
Machine Translation (F16)
100% 1567
28.8 IPS
 
Machine Translation (I8)
64% 647
11.9 IPS
 

Compare

Set Baseline Geekbench 6 now available