Upload Date | December 08 2022 01:03 PM |
Views | 1 |
System Information | |
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Operating System | Android 12 |
Model | OMIX OMIX X500 |
Model ID | OMIX OMIX X500 |
Motherboard | pri_board |
CPU Information | |
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Name | ARM MT6769V/CZ |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3338 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.00 GHz |
Memory Information | |
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Size | 3.72 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
107
11.5 IPS |
|
Image Classification (F16)
|
100% |
100
10.7 IPS |
|
Image Classification (I8)
|
81% |
259
27.7 IPS |
|
Image Segmentation (F32)
|
100% |
146
0.90 IPS |
|
Image Segmentation (F16)
|
100% |
151
0.93 IPS |
|
Image Segmentation (I8)
|
89% |
580
3.58 IPS |
|
Pose Estimation (F32)
|
100% |
97
0.39 IPS |
|
Pose Estimation (F16)
|
100% |
100
0.40 IPS |
|
Pose Estimation (I8)
|
80% |
132
0.53 IPS |
|
Object Detection (F32)
|
100% |
111
3.90 IPS |
|
Object Detection (F16)
|
100% |
119
4.18 IPS |
|
Object Detection (I8)
|
52% |
292
10.2 IPS |
|
Face Detection (F32)
|
100% |
158
1.81 IPS |
|
Face Detection (F16)
|
100% |
206
2.37 IPS |
|
Face Detection (I8)
|
75% |
442
5.08 IPS |
|
Text Classification (F32)
|
100% |
187
73.8 IPS |
|
Text Classification (F16)
|
100% |
179
70.9 IPS |
|
Machine Translation (F32)
|
100% |
88
13.6 IPS |
|
Machine Translation (F16)
|
100% |
84
13.0 IPS |