Geekbench ML Score

633
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 06 2024 12:59 PM
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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 285
53.4 IPS
 
Image Classification (F16)
100% 285
53.4 IPS
 
Image Classification (I8)
97% 649
121.4 IPS
 
Image Segmentation (F32)
100% 392
6.55 IPS
 
Image Segmentation (F16)
100% 398
6.64 IPS
 
Image Segmentation (I8)
98% 545
9.11 IPS
 
Pose Estimation (F32)
100% 672
0.81 IPS
 
Pose Estimation (F16)
100% 646
0.78 IPS
 
Pose Estimation (I8)
100% 3210
3.89 IPS
 
Object Detection (F32)
100% 316
23.6 IPS
 
Object Detection (F16)
100% 325
24.3 IPS
 
Object Detection (I8)
61% 833
62.2 IPS
 
Face Detection (F32)
100% 684
8.14 IPS
 
Face Detection (F16)
100% 680
8.08 IPS
 
Face Detection (I8)
86% 1628
19.4 IPS
 
Depth Estimation (F32)
100% 690
5.35 IPS
 
Depth Estimation (F16)
100% 669
5.19 IPS
 
Depth Estimation (I8)
95% 1480
11.5 IPS
 
Style Transfer (F32)
100% 1263
1.66 IPS
 
Style Transfer (F16)
100% 1306
1.72 IPS
 
Style Transfer (I8)
98% 2411
3.17 IPS
 
Image Super-Resolution (F32)
100% 395
14.1 IPS
 
Image Super-Resolution (F16)
100% 410
14.6 IPS
 
Image Super-Resolution (I8)
98% 1247
44.5 IPS
 
Text Classification (F32)
100% 355
509.5 IPS
 
Text Classification (F16)
100% 349
501.6 IPS
 
Text Classification (I8)
92% 261
375.5 IPS
 
Machine Translation (F32)
100% 715
13.2 IPS
 
Machine Translation (F16)
100% 722
13.3 IPS
 
Machine Translation (I8)
64% 311
5.73 IPS
 

Compare

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