Geekbench ML Score

511
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 30 2024 10:45 AM
Views 1

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% 305
57.2 IPS
 
Image Classification (F16)
100% 276
51.6 IPS
 
Image Classification (I8)
97% 263
49.2 IPS
 
Image Segmentation (F32)
100% 464
7.74 IPS
 
Image Segmentation (F16)
100% 574
9.59 IPS
 
Image Segmentation (I8)
98% 564
9.42 IPS
 
Pose Estimation (F32)
100% 514
0.62 IPS
 
Pose Estimation (F16)
100% 318
0.39 IPS
 
Pose Estimation (I8)
100% 306
0.37 IPS
 
Object Detection (F32)
100% 193
14.4 IPS
 
Object Detection (F16)
100% 195
14.6 IPS
 
Object Detection (I8)
62% 197
14.7 IPS
 
Face Detection (F32)
100% 969
11.5 IPS
 
Face Detection (F16)
97% 1278
15.2 IPS
 
Face Detection (I8)
87% 1189
14.1 IPS
 
Depth Estimation (F32)
100% 731
5.67 IPS
 
Depth Estimation (F16)
100% 869
6.74 IPS
 
Depth Estimation (I8)
95% 878
6.81 IPS
 
Style Transfer (F32)
100% 1500
1.97 IPS
 
Style Transfer (F16)
100% 2577
3.39 IPS
 
Style Transfer (I8)
98% 2424
3.19 IPS
 
Image Super-Resolution (F32)
100% 373
13.3 IPS
 
Image Super-Resolution (F16)
100% 568
20.3 IPS
 
Image Super-Resolution (I8)
98% 560
20.0 IPS
 
Text Classification (F32)
100% 243
349.3 IPS
 
Text Classification (F16)
100% 242
347.6 IPS
 
Text Classification (I8)
92% 391
561.7 IPS
 
Machine Translation (F32)
100% 404
7.43 IPS
 
Machine Translation (F16)
100% 405
7.45 IPS
 
Machine Translation (I8)
64% 440
8.10 IPS
 

Compare

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