{"id":15425909,"url":"https://github.com/ultmaster/deeper-insights-weight-sharing","last_synced_at":"2025-04-19T16:20:11.460Z","repository":{"id":40973207,"uuid":"232045570","full_name":"ultmaster/deeper-insights-weight-sharing","owner":"ultmaster","description":"Paper link: https://arxiv.org/abs/2001.01431","archived":false,"fork":false,"pushed_at":"2022-12-08T06:17:40.000Z","size":69,"stargazers_count":7,"open_issues_count":3,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-24T00:41:16.044Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ultmaster.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-01-06T07:15:24.000Z","updated_at":"2022-08-11T22:32:08.000Z","dependencies_parsed_at":"2023-01-24T18:18:22.769Z","dependency_job_id":null,"html_url":"https://github.com/ultmaster/deeper-insights-weight-sharing","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultmaster%2Fdeeper-insights-weight-sharing","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultmaster%2Fdeeper-insights-weight-sharing/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultmaster%2Fdeeper-insights-weight-sharing/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultmaster%2Fdeeper-insights-weight-sharing/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ultmaster","download_url":"https://codeload.github.com/ultmaster/deeper-insights-weight-sharing/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241481977,"owners_count":19969833,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-01T17:54:07.117Z","updated_at":"2025-03-02T08:34:22.580Z","avatar_url":"https://github.com/ultmaster.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deeper Insights into Weight Sharing in Neural Architecture Search\n\nExperiments Code. Modified from DARTS.\n\n## Instructions\n\nFor NAS experiments, run\n\n```\npython search.py --name xxx --config_file /path/to/config\n```\n\nFor finetuning on checkpoints, run this after you run NAS (possibly after cutoff)\n\n```\npython finetune.py --name xxx --config_file /path/to/config\n```\n\nFor more instructions on how to use search/finetune, run\n\n```\npython search.py -h\n```\n\n## Run on Local (with multiple GPUs)\n\nThis will launch 10 jobs with seed from 0 to 9.\n\n```\npython submit_to_v100.py --config_file /path/to/config --tune_key seed --tune_range 10\n```\n\n## Run on OpenPAI cluster\n\n```\npython submit_to_pai.py /path/to/config --nodes 4 --repeat 10\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fultmaster%2Fdeeper-insights-weight-sharing","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fultmaster%2Fdeeper-insights-weight-sharing","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fultmaster%2Fdeeper-insights-weight-sharing/lists"}