Geekbench ML Score

700
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 19 2024 06:41 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% 359
67.2 IPS
 
Image Classification (F16)
100% 368
68.9 IPS
 
Image Classification (I8)
97% 619
115.9 IPS
 
Image Segmentation (F32)
100% 478
7.98 IPS
 
Image Segmentation (F16)
100% 476
7.95 IPS
 
Image Segmentation (I8)
98% 545
9.11 IPS
 
Pose Estimation (F32)
100% 948
1.15 IPS
 
Pose Estimation (F16)
100% 904
1.09 IPS
 
Pose Estimation (I8)
100% 2788
3.38 IPS
 
Object Detection (F32)
100% 338
25.2 IPS
 
Object Detection (F16)
100% 335
25.0 IPS
 
Object Detection (I8)
61% 639
47.7 IPS
 
Face Detection (F32)
100% 800
9.51 IPS
 
Face Detection (F16)
100% 785
9.33 IPS
 
Face Detection (I8)
86% 1420
16.9 IPS
 
Depth Estimation (F32)
100% 879
6.82 IPS
 
Depth Estimation (F16)
100% 793
6.15 IPS
 
Depth Estimation (I8)
95% 1385
10.7 IPS
 
Style Transfer (F32)
100% 1580
2.08 IPS
 
Style Transfer (F16)
100% 1530
2.01 IPS
 
Style Transfer (I8)
98% 2893
3.81 IPS
 
Image Super-Resolution (F32)
100% 474
16.9 IPS
 
Image Super-Resolution (F16)
100% 470
16.8 IPS
 
Image Super-Resolution (I8)
98% 1279
45.7 IPS
 
Text Classification (F32)
100% 383
550.5 IPS
 
Text Classification (F16)
100% 392
563.4 IPS
 
Text Classification (I8)
92% 278
399.9 IPS
 
Machine Translation (F32)
100% 770
14.2 IPS
 
Machine Translation (F16)
100% 739
13.6 IPS
 
Machine Translation (I8)
64% 319
5.86 IPS
 

Compare

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