Geekbench ML Score

777
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 04 2024 07:47 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 23078RKD5C
Model IDXiaomi 23078RKD5C
Motherboard corot
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.00 GHz
Cluster 14 Cores @ 2.00 GHz
Cluster 23 Cores @ 3.00 GHz
Cluster 31 Core @ 3.35 GHz
Memory Information
Size 14.99 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 463
86.6 IPS
 
Image Classification (F16)
100% 493
92.3 IPS
 
Image Classification (I8)
97% 509
95.2 IPS
 
Image Segmentation (F32)
100% 523
8.73 IPS
 
Image Segmentation (F16)
100% 506
8.46 IPS
 
Image Segmentation (I8)
98% 674
11.3 IPS
 
Pose Estimation (F32)
100% 1081
1.31 IPS
 
Pose Estimation (F16)
100% 902
1.09 IPS
 
Pose Estimation (I8)
100% 3767
4.56 IPS
 
Object Detection (F32)
100% 438
32.7 IPS
 
Object Detection (F16)
100% 449
33.5 IPS
 
Object Detection (I8)
61% 598
44.6 IPS
 
Face Detection (F32)
100% 806
9.58 IPS
 
Face Detection (F16)
100% 839
9.98 IPS
 
Face Detection (I8)
86% 1232
14.6 IPS
 
Depth Estimation (F32)
100% 865
6.71 IPS
 
Depth Estimation (F16)
100% 876
6.79 IPS
 
Depth Estimation (I8)
95% 1516
11.8 IPS
 
Style Transfer (F32)
100% 1575
2.07 IPS
 
Style Transfer (F16)
100% 1575
2.07 IPS
 
Style Transfer (I8)
98% 3196
4.20 IPS
 
Image Super-Resolution (F32)
100% 566
20.2 IPS
 
Image Super-Resolution (F16)
100% 734
26.2 IPS
 
Image Super-Resolution (I8)
98% 1635
58.4 IPS
 
Text Classification (F32)
100% 558
802.2 IPS
 
Text Classification (F16)
100% 567
815.1 IPS
 
Text Classification (I8)
92% 369
530.9 IPS
 
Machine Translation (F32)
100% 543
9.98 IPS
 
Machine Translation (F16)
100% 546
10.0 IPS
 
Machine Translation (I8)
64% 333
6.13 IPS
 

Compare

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