Upload Date | January 19 2022 07:13 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | asus ASUS_I007D |
Model ID | asus ASUS_I007D |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
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Name | ARM Venus |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 14.84 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
994
106.5 IPS |
|
Image Classification (F16)
|
100% |
1698
181.9 IPS |
|
Image Classification (I8)
|
79% |
5012
537.0 IPS |
|
Image Segmentation (F32)
|
100% |
2436
15.0 IPS |
|
Image Segmentation (F16)
|
71% |
3556
22.0 IPS |
|
Image Segmentation (I8)
|
69% |
3616
22.3 IPS |
|
Pose Estimation (F32)
|
100% |
568
2.30 IPS |
|
Pose Estimation (F16)
|
100% |
1998
8.09 IPS |
|
Pose Estimation (I8)
|
53% |
17318
70.1 IPS |
|
Object Detection (F32)
|
100% |
904
31.7 IPS |
|
Object Detection (F16)
|
100% |
1240
43.5 IPS |
|
Object Detection (I8)
|
52% |
475
16.7 IPS |
|
Face Detection (F32)
|
100% |
479
5.51 IPS |
|
Face Detection (F16)
|
100% |
632
7.26 IPS |
|
Face Detection (I8)
|
75% |
8225
94.5 IPS |
|
Text Classification (F32)
|
100% |
12
4.76 IPS |
|
Text Classification (F16)
|
46% |
12
4.75 IPS |
|
Machine Translation (F32)
|
100% |
761
117.2 IPS |
|
Machine Translation (F16)
|
100% |
762
117.4 IPS |