Geekbench ML Score

1106
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 16 2024 12:33 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 23116PN5BC
Model IDXiaomi 23116PN5BC
Motherboard shennong
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.30 GHz
Memory Information
Size 14.85 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 561
105.1 IPS
 
Image Classification (F16)
100% 563
105.4 IPS
 
Image Classification (I8)
97% 906
169.5 IPS
 
Image Segmentation (F32)
100% 742
12.4 IPS
 
Image Segmentation (F16)
100% 722
12.1 IPS
 
Image Segmentation (I8)
98% 723
12.1 IPS
 
Pose Estimation (F32)
100% 1428
1.73 IPS
 
Pose Estimation (F16)
100% 1428
1.73 IPS
 
Pose Estimation (I8)
100% 5389
6.53 IPS
 
Object Detection (F32)
100% 564
42.1 IPS
 
Object Detection (F16)
100% 568
42.4 IPS
 
Object Detection (I8)
61% 1094
81.7 IPS
 
Face Detection (F32)
100% 1306
15.5 IPS
 
Face Detection (F16)
100% 1316
15.6 IPS
 
Face Detection (I8)
86% 1994
23.7 IPS
 
Depth Estimation (F32)
100% 1310
10.2 IPS
 
Depth Estimation (F16)
100% 1318
10.2 IPS
 
Depth Estimation (I8)
95% 2118
16.4 IPS
 
Style Transfer (F32)
100% 2481
3.26 IPS
 
Style Transfer (F16)
100% 2495
3.28 IPS
 
Style Transfer (I8)
98% 5147
6.77 IPS
 
Image Super-Resolution (F32)
100% 841
30.0 IPS
 
Image Super-Resolution (F16)
100% 870
31.1 IPS
 
Image Super-Resolution (I8)
98% 2032
72.6 IPS
 
Text Classification (F32)
100% 571
820.7 IPS
 
Text Classification (F16)
100% 504
723.9 IPS
 
Text Classification (I8)
92% 427
614.3 IPS
 
Machine Translation (F32)
100% 1330
24.5 IPS
 
Machine Translation (F16)
100% 1341
24.7 IPS
 
Machine Translation (I8)
64% 380
6.98 IPS
 

Compare

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