Geekbench ML Score

868
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 20 2024 04:51 PM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 2210132C
Model IDXiaomi 2210132C
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 10.90 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 443
83.0 IPS
 
Image Classification (F16)
100% 436
81.6 IPS
 
Image Classification (I8)
97% 652
122.0 IPS
 
Image Segmentation (F32)
100% 519
8.67 IPS
 
Image Segmentation (F16)
100% 588
9.83 IPS
 
Image Segmentation (I8)
98% 696
11.6 IPS
 
Pose Estimation (F32)
100% 1127
1.36 IPS
 
Pose Estimation (F16)
100% 1050
1.27 IPS
 
Pose Estimation (I8)
100% 4558
5.52 IPS
 
Object Detection (F32)
100% 468
35.0 IPS
 
Object Detection (F16)
100% 494
36.9 IPS
 
Object Detection (I8)
61% 1040
77.6 IPS
 
Face Detection (F32)
100% 1017
12.1 IPS
 
Face Detection (F16)
100% 1022
12.2 IPS
 
Face Detection (I8)
86% 1733
20.6 IPS
 
Depth Estimation (F32)
100% 1048
8.13 IPS
 
Depth Estimation (F16)
100% 971
7.53 IPS
 
Depth Estimation (I8)
95% 1788
13.9 IPS
 
Style Transfer (F32)
100% 1845
2.43 IPS
 
Style Transfer (F16)
100% 1882
2.48 IPS
 
Style Transfer (I8)
98% 4368
5.75 IPS
 
Image Super-Resolution (F32)
100% 607
21.7 IPS
 
Image Super-Resolution (F16)
100% 606
21.7 IPS
 
Image Super-Resolution (I8)
98% 1546
55.2 IPS
 
Text Classification (F32)
100% 440
632.2 IPS
 
Text Classification (F16)
100% 427
613.1 IPS
 
Text Classification (I8)
92% 288
414.1 IPS
 
Machine Translation (F32)
100% 888
16.3 IPS
 
Machine Translation (F16)
100% 871
16.0 IPS
 
Machine Translation (I8)
64% 351
6.46 IPS
 

Compare

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