Geekbench ML Score

1083
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 04 2024 07:17 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 13
Model IDXiaomi 2211133C
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 7.04 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 537
100.6 IPS
 
Image Classification (F16)
100% 538
100.7 IPS
 
Image Classification (I8)
97% 860
161.0 IPS
 
Image Segmentation (F32)
100% 708
11.8 IPS
 
Image Segmentation (F16)
100% 681
11.4 IPS
 
Image Segmentation (I8)
98% 762
12.7 IPS
 
Pose Estimation (F32)
100% 1249
1.51 IPS
 
Pose Estimation (F16)
100% 1239
1.50 IPS
 
Pose Estimation (I8)
100% 5052
6.12 IPS
 
Object Detection (F32)
100% 544
40.6 IPS
 
Object Detection (F16)
100% 558
41.6 IPS
 
Object Detection (I8)
61% 1204
89.9 IPS
 
Face Detection (F32)
100% 1191
14.2 IPS
 
Face Detection (F16)
100% 1147
13.6 IPS
 
Face Detection (I8)
86% 2037
24.2 IPS
 
Depth Estimation (F32)
100% 1266
9.82 IPS
 
Depth Estimation (F16)
100% 1243
9.64 IPS
 
Depth Estimation (I8)
95% 2181
16.9 IPS
 
Style Transfer (F32)
100% 2315
3.05 IPS
 
Style Transfer (F16)
100% 2317
3.05 IPS
 
Style Transfer (I8)
98% 4704
6.19 IPS
 
Image Super-Resolution (F32)
100% 880
31.4 IPS
 
Image Super-Resolution (F16)
100% 871
31.1 IPS
 
Image Super-Resolution (I8)
98% 2081
74.3 IPS
 
Text Classification (F32)
100% 605
869.3 IPS
 
Text Classification (F16)
100% 602
864.8 IPS
 
Text Classification (I8)
92% 466
669.4 IPS
 
Machine Translation (F32)
100% 1250
23.0 IPS
 
Machine Translation (F16)
100% 1250
23.0 IPS
 
Machine Translation (I8)
64% 418
7.69 IPS
 

Compare

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