Geekbench ML Score

981
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 06 2024 01:28 PM
Views 3

System Information

System Information
Operating System Android 13
Model Xiaomi 2209129SC
Model IDXiaomi 2209129SC
Motherboard ziyi
Governorschedutil
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3399 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.36 GHz
Cluster 31 Core @ 2.40 GHz
Memory Information
Size 7.07 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 122
22.7 IPS
 
Image Classification (F16)
100% 2301
430.6 IPS
 
Image Classification (I8)
99% 6291
1.18 KIPS
 
Image Segmentation (F32)
100% 151
2.53 IPS
 
Image Segmentation (F16)
100% 811
13.5 IPS
 
Image Segmentation (I8)
98% 2551
42.6 IPS
 
Pose Estimation (F32)
100% 202
0.24 IPS
 
Pose Estimation (F16)
100% 11441
13.9 IPS
 
Pose Estimation (I8)
100% 845
1.02 IPS
 
Object Detection (F32)
100% 128
9.59 IPS
 
Object Detection (F16)
100% 1488
111.1 IPS
 
Object Detection (I8)
55% 2449
182.9 IPS
 
Face Detection (F32)
100% 310
3.68 IPS
 
Face Detection (F16)
98% 2826
33.6 IPS
 
Face Detection (I8)
16% 18327
217.9 IPS
 
Depth Estimation (F32)
100% 271
2.10 IPS
 
Depth Estimation (F16)
100% 6445
50.0 IPS
 
Depth Estimation (I8)
68% 20593
159.7 IPS
 
Style Transfer (F32)
100% 429
0.56 IPS
 
Style Transfer (F16)
100% 456
0.60 IPS
 
Style Transfer (I8)
98% 4432
5.83 IPS
 
Image Super-Resolution (F32)
100% 143
5.11 IPS
 
Image Super-Resolution (F16)
100% 5495
196.2 IPS
 
Image Super-Resolution (I8)
98% 16519
589.9 IPS
 
Text Classification (F32)
100% 107
153.5 IPS
 
Text Classification (F16)
100% 164
235.1 IPS
 
Text Classification (I8)
94% 355
510.6 IPS
 
Machine Translation (F32)
100% 257
4.72 IPS
 
Machine Translation (F16)
100% 285
5.24 IPS
 
Machine Translation (I8)
64% 378
6.95 IPS
 

Compare

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