https://github.com/ultmaster/deeper-insights-weight-sharing

Paper link: https://arxiv.org/abs/2001.01431
https://github.com/ultmaster/deeper-insights-weight-sharing

Last synced: about 1 year ago
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Paper link: https://arxiv.org/abs/2001.01431

• Host: GitHub
• URL: https://github.com/ultmaster/deeper-insights-weight-sharing
• Owner: ultmaster
• License: mit
• Created: 2020-01-06T07:15:24.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T06:17:40.000Z (over 3 years ago)
• Last Synced: 2025-02-24T00:41:16.044Z (over 1 year ago)
• Language: Python
• Homepage:
• Size: 67.4 KB
• Stars: 7
• Watchers: 2
• Forks: 2
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Deeper Insights into Weight Sharing in Neural Architecture Search

Experiments Code. Modified from DARTS.

## Instructions

For NAS experiments, run

```

python search.py --name xxx --config_file /path/to/config

```

For finetuning on checkpoints, run this after you run NAS (possibly after cutoff)

```

python finetune.py --name xxx --config_file /path/to/config

```

For more instructions on how to use search/finetune, run

```

python search.py -h

```

## Run on Local (with multiple GPUs)

This will launch 10 jobs with seed from 0 to 9.

```

python submit_to_v100.py --config_file /path/to/config --tune_key seed --tune_range 10

```

## Run on OpenPAI cluster

```

python submit_to_pai.py /path/to/config --nodes 4 --repeat 10

```