Geekbench ML Score

341
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 16 2024 12:30 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
29.9 IPS
 
Image Classification (F16)
100% 160
29.9 IPS
 
Image Classification (I8)
97% 404
75.6 IPS
 
Image Segmentation (F32)
100% 208
3.48 IPS
 
Image Segmentation (F16)
100% 209
3.48 IPS
 
Image Segmentation (I8)
98% 395
6.60 IPS
 
Pose Estimation (F32)
100% 272
0.33 IPS
 
Pose Estimation (F16)
100% 256
0.31 IPS
 
Pose Estimation (I8)
100% 925
1.12 IPS
 
Object Detection (F32)
100% 151
11.3 IPS
 
Object Detection (F16)
100% 151
11.3 IPS
 
Object Detection (I8)
61% 412
30.8 IPS
 
Face Detection (F32)
100% 429
5.11 IPS
 
Face Detection (F16)
100% 429
5.10 IPS
 
Face Detection (I8)
86% 826
9.83 IPS
 
Depth Estimation (F32)
100% 338
2.62 IPS
 
Depth Estimation (F16)
100% 339
2.63 IPS
 
Depth Estimation (I8)
95% 913
7.08 IPS
 
Style Transfer (F32)
100% 598
0.79 IPS
 
Style Transfer (F16)
100% 602
0.79 IPS
 
Style Transfer (I8)
98% 1678
2.21 IPS
 
Image Super-Resolution (F32)
100% 170
6.08 IPS
 
Image Super-Resolution (F16)
100% 171
6.09 IPS
 
Image Super-Resolution (I8)
98% 580
20.7 IPS
 
Text Classification (F32)
100% 186
267.6 IPS
 
Text Classification (F16)
100% 186
268.0 IPS
 
Text Classification (I8)
92% 306
439.4 IPS
 
Machine Translation (F32)
100% 360
6.62 IPS
 
Machine Translation (F16)
100% 358
6.60 IPS
 
Machine Translation (I8)
64% 407
7.49 IPS
 

Compare

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