Geekbench ML Score

376
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 06 2024 01:06 PM
Views 2

System Information

System Information
Operating System Android 13
Model Xiaomi 2209129SC
Model IDXiaomi 2209129SC
Motherboard ziyi
Governorschedutil
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3399 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.36 GHz
Cluster 31 Core @ 2.40 GHz
Memory Information
Size 7.07 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 225
42.0 IPS
 
Image Classification (F16)
100% 321
60.1 IPS
 
Image Classification (I8)
97% 286
53.5 IPS
 
Image Segmentation (F32)
100% 365
6.09 IPS
 
Image Segmentation (F16)
100% 469
7.84 IPS
 
Image Segmentation (I8)
98% 460
7.69 IPS
 
Pose Estimation (F32)
100% 375
0.45 IPS
 
Pose Estimation (F16)
100% 184
0.22 IPS
 
Pose Estimation (I8)
100% 185
0.22 IPS
 
Object Detection (F32)
100% 171
12.8 IPS
 
Object Detection (F16)
100% 222
16.5 IPS
 
Object Detection (I8)
62% 198
14.8 IPS
 
Face Detection (F32)
100% 645
7.67 IPS
 
Face Detection (F16)
97% 988
11.7 IPS
 
Face Detection (I8)
87% 765
9.09 IPS
 
Depth Estimation (F32)
100% 510
3.95 IPS
 
Depth Estimation (F16)
100% 731
5.67 IPS
 
Depth Estimation (I8)
95% 737
5.72 IPS
 
Style Transfer (F32)
100% 1052
1.38 IPS
 
Style Transfer (F16)
100% 1874
2.47 IPS
 
Style Transfer (I8)
98% 2013
2.65 IPS
 
Image Super-Resolution (F32)
100% 254
9.08 IPS
 
Image Super-Resolution (F16)
100% 242
8.64 IPS
 
Image Super-Resolution (I8)
98% 235
8.41 IPS
 
Text Classification (F32)
100% 149
214.3 IPS
 
Text Classification (F16)
100% 149
214.8 IPS
 
Text Classification (I8)
92% 289
415.2 IPS
 
Machine Translation (F32)
100% 264
4.86 IPS
 
Machine Translation (F16)
100% 265
4.88 IPS
 
Machine Translation (I8)
64% 347
6.39 IPS
 

Compare

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