| Upload Date | July 16 2022 06:53 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 12 |
| Model | asus ASUS_I005DA |
| Model ID | asus ASUS_I005DA |
| Motherboard | lahaina |
| Governor | schedutil |
| CPU Information | |
|---|---|
| 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 @ 3.00 GHz |
| Memory Information | |
|---|---|
| Size | 14.88 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
1568
168.0 IPS |
|
|
Image Classification (F16)
|
100% |
2522
270.2 IPS |
|
|
Image Classification (I8)
|
80% |
2379
254.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
3616
22.3 IPS |
|
|
Image Segmentation (F16)
|
100% |
6432
39.7 IPS |
|
|
Image Segmentation (I8)
|
89% |
6490
40.1 IPS |
|
|
Pose Estimation (F32)
|
100% |
1560
6.31 IPS |
|
|
Pose Estimation (F16)
|
100% |
2889
11.7 IPS |
|
|
Pose Estimation (I8)
|
80% |
2880
11.7 IPS |
|
|
Object Detection (F32)
|
100% |
976
34.2 IPS |
|
|
Object Detection (F16)
|
99% |
1180
41.4 IPS |
|
|
Object Detection (I8)
|
53% |
1157
40.6 IPS |
|
|
Face Detection (F32)
|
100% |
2738
31.5 IPS |
|
|
Face Detection (F16)
|
97% |
4982
57.2 IPS |
|
|
Face Detection (I8)
|
75% |
4368
50.2 IPS |
|
|
Text Classification (F32)
|
100% |
975
385.8 IPS |
|
|
Text Classification (F16)
|
98% |
1182
467.5 IPS |
|
|
Machine Translation (F32)
|
100% |
746
114.9 IPS |
|
|
Machine Translation (F16)
|
100% |
747
115.1 IPS |
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