Geekbench ML Score

277
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 27 2024 12:36 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 23124RA7EO
Model IDXiaomi 23124RA7EO
Motherboard bengal
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3337 revision 0
Base Frequency 1.90 GHz
Cluster 14 Cores @ 1.90 GHz
Cluster 24 Cores @ 2.80 GHz
Memory Information
Size 7.42 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 150
28.1 IPS
 
Image Classification (F16)
100% 148
27.7 IPS
 
Image Classification (I8)
97% 232
43.4 IPS
 
Image Segmentation (F32)
100% 203
3.39 IPS
 
Image Segmentation (F16)
100% 208
3.47 IPS
 
Image Segmentation (I8)
98% 246
4.11 IPS
 
Pose Estimation (F32)
100% 277
0.34 IPS
 
Pose Estimation (F16)
100% 283
0.34 IPS
 
Pose Estimation (I8)
100% 798
0.97 IPS
 
Object Detection (F32)
100% 156
11.7 IPS
 
Object Detection (F16)
100% 160
11.9 IPS
 
Object Detection (I8)
61% 272
20.3 IPS
 
Face Detection (F32)
100% 312
3.71 IPS
 
Face Detection (F16)
100% 317
3.77 IPS
 
Face Detection (I8)
86% 562
6.68 IPS
 
Depth Estimation (F32)
100% 293
2.27 IPS
 
Depth Estimation (F16)
100% 290
2.25 IPS
 
Depth Estimation (I8)
95% 565
4.38 IPS
 
Style Transfer (F32)
100% 444
0.58 IPS
 
Style Transfer (F16)
100% 450
0.59 IPS
 
Style Transfer (I8)
98% 1107
1.46 IPS
 
Image Super-Resolution (F32)
100% 175
6.25 IPS
 
Image Super-Resolution (F16)
100% 181
6.48 IPS
 
Image Super-Resolution (I8)
98% 390
13.9 IPS
 
Text Classification (F32)
100% 188
269.5 IPS
 
Text Classification (F16)
100% 188
270.8 IPS
 
Text Classification (I8)
92% 145
208.9 IPS
 
Machine Translation (F32)
100% 351
6.45 IPS
 
Machine Translation (F16)
100% 351
6.46 IPS
 
Machine Translation (I8)
64% 194
3.57 IPS
 

Compare

Set Baseline Geekbench 6 now available