Geekbench ML Score

385
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 21 2024 03:00 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 23127PN0CC
Model IDXiaomi 23127PN0CC
Motherboard houji
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 NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 278
52.1 IPS
 
Image Classification (F16)
100% 138
25.8 IPS
 
Image Classification (I8)
97% 346
64.8 IPS
 
Image Segmentation (F32)
100% 238
3.98 IPS
 
Image Segmentation (F16)
100% 238
3.98 IPS
 
Image Segmentation (I8)
98% 362
6.05 IPS
 
Pose Estimation (F32)
100% 503
0.61 IPS
 
Pose Estimation (F16)
100% 232
0.28 IPS
 
Pose Estimation (I8)
100% 888
1.08 IPS
 
Object Detection (F32)
100% 144
10.8 IPS
 
Object Detection (F16)
100% 144
10.8 IPS
 
Object Detection (I8)
61% 810
60.5 IPS
 
Face Detection (F32)
100% 550
6.54 IPS
 
Face Detection (F16)
100% 604
7.18 IPS
 
Face Detection (I8)
86% 1620
19.3 IPS
 
Depth Estimation (F32)
100% 307
2.38 IPS
 
Depth Estimation (F16)
100% 307
2.38 IPS
 
Depth Estimation (I8)
95% 825
6.39 IPS
 
Style Transfer (F32)
100% 544
0.72 IPS
 
Style Transfer (F16)
100% 988
1.30 IPS
 
Style Transfer (I8)
98% 1745
2.30 IPS
 
Image Super-Resolution (F32)
100% 152
5.43 IPS
 
Image Super-Resolution (F16)
100% 152
5.44 IPS
 
Image Super-Resolution (I8)
98% 518
18.5 IPS
 
Text Classification (F32)
100% 168
242.0 IPS
 
Text Classification (F16)
100% 168
241.1 IPS
 
Text Classification (I8)
92% 276
396.5 IPS
 
Machine Translation (F32)
100% 666
12.3 IPS
 
Machine Translation (F16)
100% 668
12.3 IPS
 
Machine Translation (I8)
64% 475
8.75 IPS
 

Compare

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