Geekbench ML Score

750
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 19 2024 06:38 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 23049RAD8C
Model IDXiaomi 23049RAD8C
Motherboard marble
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.50 GHz
Cluster 31 Core @ 2.92 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% 376
70.3 IPS
 
Image Classification (F16)
100% 371
69.4 IPS
 
Image Classification (I8)
97% 632
118.2 IPS
 
Image Segmentation (F32)
100% 486
8.12 IPS
 
Image Segmentation (F16)
100% 482
8.05 IPS
 
Image Segmentation (I8)
98% 555
9.27 IPS
 
Pose Estimation (F32)
100% 949
1.15 IPS
 
Pose Estimation (F16)
100% 936
1.13 IPS
 
Pose Estimation (I8)
100% 3346
4.05 IPS
 
Object Detection (F32)
100% 367
27.4 IPS
 
Object Detection (F16)
100% 357
26.7 IPS
 
Object Detection (I8)
61% 720
53.7 IPS
 
Face Detection (F32)
100% 836
9.95 IPS
 
Face Detection (F16)
100% 835
9.93 IPS
 
Face Detection (I8)
86% 1350
16.1 IPS
 
Depth Estimation (F32)
100% 919
7.13 IPS
 
Depth Estimation (F16)
100% 918
7.12 IPS
 
Depth Estimation (I8)
95% 1636
12.7 IPS
 
Style Transfer (F32)
100% 1753
2.31 IPS
 
Style Transfer (F16)
100% 1757
2.31 IPS
 
Style Transfer (I8)
98% 3289
4.33 IPS
 
Image Super-Resolution (F32)
100% 550
19.6 IPS
 
Image Super-Resolution (F16)
100% 544
19.4 IPS
 
Image Super-Resolution (I8)
98% 1385
49.5 IPS
 
Text Classification (F32)
100% 419
601.6 IPS
 
Text Classification (F16)
100% 414
595.0 IPS
 
Text Classification (I8)
92% 295
424.5 IPS
 
Machine Translation (F32)
100% 816
15.0 IPS
 
Machine Translation (F16)
100% 785
14.4 IPS
 
Machine Translation (I8)
64% 323
5.95 IPS
 

Compare

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