Geekbench ML Score

518
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 06 2024 01:04 PM
Views 3

System Information

System Information
Operating System Android 14
Model Xiaomi 2106118C
Model IDXiaomi 2106118C
Motherboard odin
Governorschedutil
CPU Information
Name ARM Odin
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 7.05 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 324
60.6 IPS
 
Image Classification (F16)
100% 295
55.2 IPS
 
Image Classification (I8)
97% 283
52.9 IPS
 
Image Segmentation (F32)
100% 494
8.26 IPS
 
Image Segmentation (F16)
100% 583
9.74 IPS
 
Image Segmentation (I8)
98% 578
9.65 IPS
 
Pose Estimation (F32)
100% 516
0.63 IPS
 
Pose Estimation (F16)
100% 272
0.33 IPS
 
Pose Estimation (I8)
100% 277
0.34 IPS
 
Object Detection (F32)
100% 191
14.2 IPS
 
Object Detection (F16)
100% 228
17.0 IPS
 
Object Detection (I8)
62% 196
14.7 IPS
 
Face Detection (F32)
100% 999
11.9 IPS
 
Face Detection (F16)
97% 1345
16.0 IPS
 
Face Detection (I8)
87% 1250
14.9 IPS
 
Depth Estimation (F32)
100% 733
5.68 IPS
 
Depth Estimation (F16)
100% 915
7.09 IPS
 
Depth Estimation (I8)
95% 907
7.04 IPS
 
Style Transfer (F32)
100% 1518
2.00 IPS
 
Style Transfer (F16)
100% 2590
3.41 IPS
 
Style Transfer (I8)
98% 2430
3.20 IPS
 
Image Super-Resolution (F32)
100% 373
13.3 IPS
 
Image Super-Resolution (F16)
100% 568
20.3 IPS
 
Image Super-Resolution (I8)
98% 563
20.1 IPS
 
Text Classification (F32)
100% 241
346.7 IPS
 
Text Classification (F16)
100% 240
345.4 IPS
 
Text Classification (I8)
92% 390
561.2 IPS
 
Machine Translation (F32)
100% 403
7.41 IPS
 
Machine Translation (F16)
100% 403
7.42 IPS
 
Machine Translation (I8)
64% 441
8.12 IPS
 

Compare

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