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## タイトル: LPZero: 言語モデルを用いたゼロコストプロキシ探索
## リンク: https://arxiv.org/abs/2410.04808
## 概要:
優れた性能にもかかわらず、ニューラルアーキテクチャ検索（NAS）は、膨大な計算量を必要とする点が批判されています。近年、Zero-shot NASは、計算コストを大幅に削減するZero-cost（ZC）プロキシを利用した…
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I run "Hello, NAS!" tutorial from documentation in GPU jupyter notebook (kaggle and colab with the same results). But I changed evaluate_model function as:
```
def evaluate_model(model_cls):
a…
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I'm afraid, but not even close...
| | PC | | | Laptop | | |
|--------------------------------------------------|----…
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In the zero-cost branch optimizers `Npenas` and `Bananas`, the validation accuracy of architectures is being queried from the zero-cost-benchmark as follows:
```python
model.accuracy = self.zc_api…
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Hi! Is it possible to use these proxies for 3D CNN architectures or i have to modify these proxies to make it compatible with 3D CNN models? Thanks
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Hello,
Thanks for a great paper.
When you compute top-5%/top-64 score (Tables 4, 11), how many architectures are there in total?
Is it 3000 architectures (only warmup) or the size of the entire…
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The topic of implementing Rust wrappers for scalar R types such as floats and ints has come up repeatedly, most recently in @Ilia-Kosenkov's document on marshaling rules, #261. The more I think about …
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### Describe the bug
USB 2.0 generates kernel trace at boot and then does not correctly detect or use USB connected devices.
expected behavior of
~lsusb
Bus 001 Device 003: ID 0463:ffff MGE U…
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Thanks for creating this project! I haven't dipped my toe in the water yet (excited that the rpi B+ is out!)
I noticed that there are two SBC's that feature HDMI-in and cost ~$100:
RockChip Base…
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I don't have a source code repo for this one.