asus ASUS_I005DA
Geekbench ML Score
522
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64
Result Information
| Upload Date | July 16 2022 06:55 PM |
| Views | 1 |
System Information
| 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 | CPU |
Inference Performance
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
454
48.6 IPS |
|
|
Image Classification (F16)
|
100% |
449
48.1 IPS |
|
|
Image Classification (I8)
|
81% |
237
25.4 IPS |
|
|
Image Segmentation (F32)
|
100% |
748
4.62 IPS |
|
|
Image Segmentation (F16)
|
100% |
746
4.61 IPS |
|
|
Image Segmentation (I8)
|
89% |
1046
6.46 IPS |
|
|
Pose Estimation (F32)
|
100% |
306
1.24 IPS |
|
|
Pose Estimation (F16)
|
100% |
300
1.21 IPS |
|
|
Pose Estimation (I8)
|
80% |
271
1.10 IPS |
|
|
Object Detection (F32)
|
100% |
554
19.4 IPS |
|
|
Object Detection (F16)
|
100% |
557
19.5 IPS |
|
|
Object Detection (I8)
|
52% |
387
13.6 IPS |
|
|
Face Detection (F32)
|
100% |
774
8.90 IPS |
|
|
Face Detection (F16)
|
100% |
787
9.04 IPS |
|
|
Face Detection (I8)
|
75% |
651
7.48 IPS |
|
|
Text Classification (F32)
|
100% |
483
190.9 IPS |
|
|
Text Classification (F16)
|
100% |
483
190.9 IPS |
|
|
Machine Translation (F32)
|
100% |
747
115.2 IPS |
|
|
Machine Translation (F16)
|
100% |
747
115.1 IPS |
