Geekbench ML Score

502
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date December 22 2023 12:03 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi Poco X3 Pro
Model IDXiaomi M2102J20SG
Motherboard vayu
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.96 GHz
Memory Information
Size 7.32 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 346
64.7 IPS
 
Image Classification (F16)
99% 489
91.4 IPS
 
Image Classification (I8)
97% 497
93.0 IPS
 
Image Segmentation (F32)
100% 403
6.73 IPS
 
Image Segmentation (F16)
100% 470
7.85 IPS
 
Image Segmentation (I8)
98% 564
9.42 IPS
 
Pose Estimation (F32)
100% 1300
1.57 IPS
 
Pose Estimation (F16)
100% 3098
3.75 IPS
 
Pose Estimation (I8)
100% 10227
12.4 IPS
 
Object Detection (F32)
100% 249
18.6 IPS
 
Object Detection (F16)
100% 343
25.6 IPS
 
Object Detection (I8)
59% 497
37.1 IPS
 
Face Detection (F32)
100% 852
10.1 IPS
 
Face Detection (F16)
97% 1028
12.2 IPS
 
Face Detection (I8)
88% 2458
29.2 IPS
 
Depth Estimation (F32)
100% 464
3.60 IPS
 
Depth Estimation (F16)
100% 514
3.99 IPS
 
Depth Estimation (I8)
82% 6553
50.8 IPS
 
Style Transfer (F32)
100% 729
0.96 IPS
 
Style Transfer (F16)
100% 754
0.99 IPS
 
Style Transfer (I8)
98% 3318
4.36 IPS
 
Image Super-Resolution (F32)
100% 714
25.5 IPS
 
Image Super-Resolution (F16)
100% 1275
45.5 IPS
 
Image Super-Resolution (I8)
98% 4026
143.8 IPS
 
Text Classification (F32)
64% 3
3.73 IPS
 
Text Classification (F16)
64% 3
3.80 IPS
 
Text Classification (I8)
92% 50
71.3 IPS
 
Machine Translation (F32)
100% 81
1.50 IPS
 
Machine Translation (F16)
100% 359
6.60 IPS
 
Machine Translation (I8)
58% 229
4.21 IPS
 

Compare

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