Geekbench ML Score

282
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 21 2024 04:56 PM
Views 2

System Information

System Information
Operating System Android 14
Model Xiaomi 2201122C
Model IDXiaomi 2201122C
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 10.93 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 120
22.5 IPS
 
Image Classification (F16)
100% 121
22.6 IPS
 
Image Classification (I8)
97% 319
59.7 IPS
 
Image Segmentation (F32)
100% 154
2.58 IPS
 
Image Segmentation (F16)
100% 155
2.59 IPS
 
Image Segmentation (I8)
98% 336
5.61 IPS
 
Pose Estimation (F32)
100% 214
0.26 IPS
 
Pose Estimation (F16)
100% 213
0.26 IPS
 
Pose Estimation (I8)
100% 803
0.97 IPS
 
Object Detection (F32)
100% 127
9.46 IPS
 
Object Detection (F16)
100% 127
9.44 IPS
 
Object Detection (I8)
61% 360
26.9 IPS
 
Face Detection (F32)
100% 322
3.83 IPS
 
Face Detection (F16)
100% 322
3.83 IPS
 
Face Detection (I8)
86% 712
8.46 IPS
 
Depth Estimation (F32)
100% 281
2.18 IPS
 
Depth Estimation (F16)
100% 280
2.17 IPS
 
Depth Estimation (I8)
95% 802
6.22 IPS
 
Style Transfer (F32)
100% 488
0.64 IPS
 
Style Transfer (F16)
100% 489
0.64 IPS
 
Style Transfer (I8)
98% 1312
1.73 IPS
 
Image Super-Resolution (F32)
100% 144
5.14 IPS
 
Image Super-Resolution (F16)
100% 144
5.13 IPS
 
Image Super-Resolution (I8)
98% 506
18.1 IPS
 
Text Classification (F32)
100% 165
237.5 IPS
 
Text Classification (F16)
100% 166
237.9 IPS
 
Text Classification (I8)
92% 296
426.1 IPS
 
Machine Translation (F32)
100% 299
5.50 IPS
 
Machine Translation (F16)
100% 300
5.53 IPS
 
Machine Translation (I8)
64% 367
6.75 IPS
 

Compare

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