Geekbench ML Score

1819
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 21 2024 04:17 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% 1013
189.6 IPS
 
Image Classification (F16)
100% 1083
202.6 IPS
 
Image Classification (I8)
97% 1344
251.6 IPS
 
Image Segmentation (F32)
100% 1377
23.0 IPS
 
Image Segmentation (F16)
100% 1386
23.1 IPS
 
Image Segmentation (I8)
98% 1385
23.1 IPS
 
Pose Estimation (F32)
100% 2059
2.49 IPS
 
Pose Estimation (F16)
100% 2037
2.47 IPS
 
Pose Estimation (I8)
100% 7730
9.36 IPS
 
Object Detection (F32)
100% 1037
77.4 IPS
 
Object Detection (F16)
100% 990
73.9 IPS
 
Object Detection (I8)
61% 1779
132.8 IPS
 
Face Detection (F32)
100% 2390
28.4 IPS
 
Face Detection (F16)
100% 2291
27.2 IPS
 
Face Detection (I8)
86% 3585
42.6 IPS
 
Depth Estimation (F32)
100% 2166
16.8 IPS
 
Depth Estimation (F16)
100% 2155
16.7 IPS
 
Depth Estimation (I8)
95% 3940
30.6 IPS
 
Style Transfer (F32)
100% 3374
4.44 IPS
 
Style Transfer (F16)
100% 3385
4.45 IPS
 
Style Transfer (I8)
98% 8913
11.7 IPS
 
Image Super-Resolution (F32)
100% 1155
41.2 IPS
 
Image Super-Resolution (F16)
100% 1228
43.8 IPS
 
Image Super-Resolution (I8)
98% 3476
124.1 IPS
 
Text Classification (F32)
100% 867
1.25 KIPS
 
Text Classification (F16)
100% 889
1.28 KIPS
 
Text Classification (I8)
92% 566
813.1 IPS
 
Machine Translation (F32)
100% 1971
36.3 IPS
 
Machine Translation (F16)
100% 1990
36.6 IPS
 
Machine Translation (I8)
64% 876
16.1 IPS
 

Compare

Set Baseline Geekbench 6 now available