{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/AutoDL","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3869c4c9-a3c7-4e5f-b649-3a1d411ffa67","json_url":"https://onlylabs.fyi/signals/3869c4c9-a3c7-4e5f-b649-3a1d411ffa67/signal.json","generated_at":"2026-06-11T03:57:58.898966+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/3869c4c9-a3c7-4e5f-b649-3a1d411ffa67","signal_json":"https://onlylabs.fyi/signals/3869c4c9-a3c7-4e5f-b649-3a1d411ffa67/signal.json","source":"https://github.com/PaddlePaddle/AutoDL","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/AutoDL (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/AutoDL · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/AutoDL","source_host":"github.com","occurred_at":"2019-02-21T06:16:48+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/AutoDL","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"157","source":"traction"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch 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(ERNIE)."},{"subject":"PaddlePaddle/AutoDL","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/AutoDL has signal desk repos."},{"subject":"PaddlePaddle/AutoDL","predicate":"has source host","object":"github.com","text":"PaddlePaddle/AutoDL has source host github.com."},{"subject":"PaddlePaddle/AutoDL","predicate":"has repository","object":"PaddlePaddle/AutoDL","text":"PaddlePaddle/AutoDL has repository PaddlePaddle/AutoDL."},{"subject":"PaddlePaddle/AutoDL","predicate":"has language","object":"Python","text":"PaddlePaddle/AutoDL has language Python."},{"subject":"PaddlePaddle/AutoDL","predicate":"has stars","object":"157","text":"PaddlePaddle/AutoDL has stars 157."},{"subject":"PaddlePaddle/AutoDL","predicate":"has watch term","object":"RL environments","text":"PaddlePaddle/AutoDL has watch term RL environments."},{"subject":"PaddlePaddle/AutoDL","predicate":"has watch term","object":"Data pipeline","text":"PaddlePaddle/AutoDL has watch term Data 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If your runtime environment does not meet this requirement, please update PaddlePaddle according to the documents. * Install Python2.7 * Install dependencies [PARL](https://github.com/PaddlePaddle/PARL) framework and [absl-py](https://github.com/abseil/abseil-py/tree/master/absl) library，as follows: ``` pip install parl pip install absl-py ``` Introduction [AutoDL](http://www.paddlepaddle.org/paddle/ModelAutoDL) is an efficient automated neural architecture design method. It designs quality customized neural architecture via reinforcement learning. The system consists of two components: an encoder of the neural architecture, and a critic of the model performance. The encoder encodes neural architecture..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/AutoDL","final_url":"https://github.com/PaddlePaddle/AutoDL","title":"PaddlePaddle/AutoDL repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:58.898966+00:00","bytes":12006,"raw_path":"82905e6d8898830f38194ca975d93715da461e57c98df5072578a15fa85147e2.json","content_hash":"94b8659b3023800172af2acdc4b3c0a49d841913560c329b6c8bf118dda82a71","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/AutoDL Language: Python License: Apache-2.0 Stars: 157 Forks: 30 Open issues: 6 Created: 2019-02-21T06:16:48Z Pushed: 2020-01-07T07:54:57Z Default branch: master Fork: no Archived: yes README: Introduction to AutoDL Design Content - [Installation](#Installation) - [Introduction](#Introduction) - [Data Preparation](#Data-Preparation) - [Model Training](#Model-Training) Installation Running demo code in the current directory requires PadddlePaddle Fluid v.1.3.0 or above. 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