Upload Date | January 19 2022 07:14 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | asus ASUS_I006D |
Model ID | asus ASUS_I006D |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
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Name | ARM ARMv8 |
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 | 7.12 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
752
80.6 IPS |
|
Image Classification (F16)
|
100% |
1309
140.2 IPS |
|
Image Classification (I8)
|
79% |
2139
229.2 IPS |
|
Image Segmentation (F32)
|
100% |
1753
10.8 IPS |
|
Image Segmentation (F16)
|
71% |
2321
14.3 IPS |
|
Image Segmentation (I8)
|
68% |
2624
16.2 IPS |
|
Pose Estimation (F32)
|
100% |
493
2.00 IPS |
|
Pose Estimation (F16)
|
100% |
1714
6.93 IPS |
|
Pose Estimation (I8)
|
53% |
16728
67.7 IPS |
|
Object Detection (F32)
|
100% |
451
15.8 IPS |
|
Object Detection (F16)
|
100% |
518
18.2 IPS |
|
Object Detection (I8)
|
52% |
305
10.7 IPS |
|
Face Detection (F32)
|
100% |
362
4.16 IPS |
|
Face Detection (F16)
|
100% |
366
4.20 IPS |
|
Face Detection (I8)
|
75% |
6943
79.8 IPS |
|
Text Classification (F32)
|
100% |
4
1.53 IPS |
|
Text Classification (F16)
|
46% |
4
1.47 IPS |
|
Machine Translation (F32)
|
100% |
506
78.0 IPS |
|
Machine Translation (F16)
|
100% |
546
84.1 IPS |