Geekbench ML Score

325
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 03 2024 02:17 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 2312DRAABI
Model IDXiaomi 2312DRAABI
Motherboard gold
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 4 part 3339 revision 0
Base Frequency 2.00 GHz
Cluster 16 Cores @ 2.00 GHz
Cluster 22 Cores @ 2.40 GHz
Memory Information
Size 7.39 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 164
30.7 IPS
 
Image Classification (F16)
100% 168
31.4 IPS
 
Image Classification (I8)
97% 318
59.6 IPS
 
Image Segmentation (F32)
100% 251
4.19 IPS
 
Image Segmentation (F16)
100% 254
4.25 IPS
 
Image Segmentation (I8)
98% 354
5.92 IPS
 
Pose Estimation (F32)
100% 359
0.43 IPS
 
Pose Estimation (F16)
100% 352
0.43 IPS
 
Pose Estimation (I8)
100% 1503
1.82 IPS
 
Object Detection (F32)
100% 179
13.4 IPS
 
Object Detection (F16)
100% 177
13.2 IPS
 
Object Detection (I8)
61% 333
24.9 IPS
 
Face Detection (F32)
100% 380
4.52 IPS
 
Face Detection (F16)
100% 387
4.61 IPS
 
Face Detection (I8)
86% 717
8.52 IPS
 
Depth Estimation (F32)
100% 355
2.75 IPS
 
Depth Estimation (F16)
100% 372
2.88 IPS
 
Depth Estimation (I8)
95% 765
5.93 IPS
 
Style Transfer (F32)
100% 595
0.78 IPS
 
Style Transfer (F16)
100% 586
0.77 IPS
 
Style Transfer (I8)
98% 1776
2.34 IPS
 
Image Super-Resolution (F32)
100% 207
7.41 IPS
 
Image Super-Resolution (F16)
100% 206
7.35 IPS
 
Image Super-Resolution (I8)
98% 583
20.8 IPS
 
Text Classification (F32)
100% 182
261.7 IPS
 
Text Classification (F16)
100% 42
59.7 IPS
 
Text Classification (I8)
92% 151
217.2 IPS
 
Machine Translation (F32)
100% 365
6.72 IPS
 
Machine Translation (F16)
100% 373
6.87 IPS
 
Machine Translation (I8)
64% 244
4.50 IPS
 

Compare

Set Baseline Geekbench 6 now available