Geekbench ML Score

281
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date February 12 2024 07:45 PM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 21121210G
Model IDXiaomi 21121210G
Motherboard taro
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.50 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 7.04 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 122
22.8 IPS
 
Image Classification (F16)
100% 122
22.7 IPS
 
Image Classification (I8)
97% 323
60.4 IPS
 
Image Segmentation (F32)
100% 156
2.61 IPS
 
Image Segmentation (F16)
100% 156
2.60 IPS
 
Image Segmentation (I8)
98% 339
5.67 IPS
 
Pose Estimation (F32)
100% 213
0.26 IPS
 
Pose Estimation (F16)
100% 214
0.26 IPS
 
Pose Estimation (I8)
100% 825
1.00 IPS
 
Object Detection (F32)
100% 128
9.56 IPS
 
Object Detection (F16)
100% 128
9.54 IPS
 
Object Detection (I8)
61% 367
27.4 IPS
 
Face Detection (F32)
100% 327
3.89 IPS
 
Face Detection (F16)
100% 328
3.90 IPS
 
Face Detection (I8)
86% 717
8.52 IPS
 
Depth Estimation (F32)
100% 279
2.17 IPS
 
Depth Estimation (F16)
100% 279
2.17 IPS
 
Depth Estimation (I8)
95% 793
6.15 IPS
 
Style Transfer (F32)
100% 491
0.65 IPS
 
Style Transfer (F16)
100% 460
0.60 IPS
 
Style Transfer (I8)
98% 1179
1.55 IPS
 
Image Super-Resolution (F32)
100% 132
4.70 IPS
 
Image Super-Resolution (F16)
100% 132
4.73 IPS
 
Image Super-Resolution (I8)
98% 515
18.4 IPS
 
Text Classification (F32)
100% 163
233.9 IPS
 
Text Classification (F16)
100% 161
231.4 IPS
 
Text Classification (I8)
92% 301
431.9 IPS
 
Machine Translation (F32)
100% 343
6.31 IPS
 
Machine Translation (F16)
100% 303
5.58 IPS
 
Machine Translation (I8)
64% 350
6.44 IPS
 

Compare

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