Geekbench ML Score

1029
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 25 2024 09:13 AM
Views 1

System Information

System Information
Operating System Android 13
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 10.90 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 513
96.1 IPS
 
Image Classification (F16)
100% 521
97.5 IPS
 
Image Classification (I8)
97% 865
161.9 IPS
 
Image Segmentation (F32)
100% 688
11.5 IPS
 
Image Segmentation (F16)
100% 685
11.4 IPS
 
Image Segmentation (I8)
98% 807
13.5 IPS
 
Pose Estimation (F32)
100% 1162
1.41 IPS
 
Pose Estimation (F16)
100% 1258
1.52 IPS
 
Pose Estimation (I8)
100% 5121
6.20 IPS
 
Object Detection (F32)
100% 363
27.1 IPS
 
Object Detection (F16)
100% 558
41.7 IPS
 
Object Detection (I8)
61% 1126
84.1 IPS
 
Face Detection (F32)
100% 1190
14.1 IPS
 
Face Detection (F16)
100% 1178
14.0 IPS
 
Face Detection (I8)
86% 1949
23.2 IPS
 
Depth Estimation (F32)
100% 1237
9.59 IPS
 
Depth Estimation (F16)
100% 1228
9.52 IPS
 
Depth Estimation (I8)
95% 2397
18.6 IPS
 
Style Transfer (F32)
100% 2201
2.89 IPS
 
Style Transfer (F16)
100% 2262
2.97 IPS
 
Style Transfer (I8)
98% 5721
7.53 IPS
 
Image Super-Resolution (F32)
100% 791
28.2 IPS
 
Image Super-Resolution (F16)
100% 555
19.8 IPS
 
Image Super-Resolution (I8)
98% 1376
49.1 IPS
 
Text Classification (F32)
100% 576
827.4 IPS
 
Text Classification (F16)
100% 592
850.9 IPS
 
Text Classification (I8)
92% 421
604.4 IPS
 
Machine Translation (F32)
100% 1200
22.1 IPS
 
Machine Translation (F16)
100% 1207
22.2 IPS
 
Machine Translation (I8)
64% 452
8.32 IPS
 

Compare

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