Geekbench ML Score

340
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 08 2024 03:19 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 NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 160
30.0 IPS
 
Image Classification (F16)
100% 160
30.0 IPS
 
Image Classification (I8)
97% 407
76.2 IPS
 
Image Segmentation (F32)
100% 210
3.51 IPS
 
Image Segmentation (F16)
100% 210
3.51 IPS
 
Image Segmentation (I8)
98% 406
6.79 IPS
 
Pose Estimation (F32)
100% 245
0.30 IPS
 
Pose Estimation (F16)
100% 245
0.30 IPS
 
Pose Estimation (I8)
100% 935
1.13 IPS
 
Object Detection (F32)
100% 152
11.3 IPS
 
Object Detection (F16)
100% 152
11.3 IPS
 
Object Detection (I8)
61% 413
30.9 IPS
 
Face Detection (F32)
100% 430
5.11 IPS
 
Face Detection (F16)
100% 430
5.12 IPS
 
Face Detection (I8)
86% 832
9.90 IPS
 
Depth Estimation (F32)
100% 341
2.64 IPS
 
Depth Estimation (F16)
100% 341
2.65 IPS
 
Depth Estimation (I8)
95% 916
7.10 IPS
 
Style Transfer (F32)
100% 600
0.79 IPS
 
Style Transfer (F16)
100% 600
0.79 IPS
 
Style Transfer (I8)
98% 1671
2.20 IPS
 
Image Super-Resolution (F32)
100% 171
6.09 IPS
 
Image Super-Resolution (F16)
100% 170
6.07 IPS
 
Image Super-Resolution (I8)
98% 579
20.7 IPS
 
Text Classification (F32)
100% 186
268.0 IPS
 
Text Classification (F16)
100% 186
267.8 IPS
 
Text Classification (I8)
92% 305
438.9 IPS
 
Machine Translation (F32)
100% 356
6.54 IPS
 
Machine Translation (F16)
100% 357
6.57 IPS
 
Machine Translation (I8)
64% 406
7.48 IPS
 

Compare

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