Upload Date | December 09 2022 06:38 AM |
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/CT |
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 | 3.66 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
153
16.4 IPS |
|
Image Classification (F16)
|
100% |
330
35.4 IPS |
|
Image Classification (I8)
|
81% |
304
32.5 IPS |
|
Image Segmentation (F32)
|
100% |
316
1.95 IPS |
|
Image Segmentation (F16)
|
100% |
869
5.37 IPS |
|
Image Segmentation (I8)
|
89% |
864
5.34 IPS |
|
Pose Estimation (F32)
|
100% |
108
0.44 IPS |
|
Pose Estimation (F16)
|
0% |
343
1.39 IPS |
|
Pose Estimation (I8)
|
0% |
343
1.39 IPS |
|
Object Detection (F32)
|
100% |
136
4.79 IPS |
|
Object Detection (F16)
|
99% |
221
7.76 IPS |
|
Object Detection (I8)
|
54% |
230
8.06 IPS |
|
Face Detection (F32)
|
100% |
313
3.59 IPS |
|
Face Detection (F16)
|
97% |
669
7.69 IPS |
|
Face Detection (I8)
|
75% |
595
6.83 IPS |
|
Text Classification (F32)
|
100% |
183
72.5 IPS |
|
Text Classification (F16)
|
46% |
216
85.3 IPS |
|
Machine Translation (F32)
|
100% |
81
12.4 IPS |
|
Machine Translation (F16)
|
100% |
82
12.6 IPS |