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  3. 飞桨科学计算工具组件开发大赛
OpenAtomGeneral MLIntermediateRegistration unverified

飞桨科学计算工具组件开发大赛

A intermediate general ml competition requiring roughly 12–40 hours for an end-to-end practice run.

Difficulty
Intermediate
Estimated effort
12–40 hours
Registration deadline
To be confirmed
Compute
CPU only
OverviewPreparationSource

Overview

Who this competition fits

适合有 Python 开发经验、能阅读 PyTorch 后端实现并使用 PaddlePaddle API 做等价实现的开源开发者。选择 Open3D 或 torch-scatter 赛题的人还需要具备 C++ 和自定义算子开发能力;torch-geometric 工作量较大,页面建议组队。

Read the original official blurb
参赛选手将参与高影响力开源项目如三维几何、稀疏计算、神经算子、图神经网络等方向的工具组件适配,并将成果合入工具组件官方仓库或PaddleScience仓库中。该比赛旨在完善飞桨框架在科学计算领域的生 态建设,提高飞桨用户研发效率。 Official category: 实战竞技赛. Organizers: 百度飞桨. Participants: 19.

Preparation

From registration to a first submission

  1. 01

    Python 编程

  2. 02

    PaddlePaddle API

  3. 03

    PyTorch API 阅读

  4. 04

    C++ 开发

  5. 05

    单元测试编写

  6. 06

    Git 与 Pull Request 协作

Before you commit: 难点不只是实现几个接口,而是要梳理组件的全部公开 API、完成代码/单测/文档适配,并以 PR 形式经过仓库 reviewer 和飞桨导师协作修改后争取合入。部分赛题还涉及 Python 与 C++ 自定义算子两部分,且需严格保持原仓库文件组织和既有格式。

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
OpenAtom
Last checked
Sep 19, 2024

Entry assessment

est.
48

Prepare before joining

Overall fit estimate

Beginner fit48/100
Learning value60/100

Confirm eligibility and time commitment before moving into formal preparation.

Entry eligibility needs official confirmation

Open official pageSign in to saveOpen guide

Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

View data stateClose
Source page verifiedMetric confirmedReviewed
Source published
Sep 19, 2024
Source created
Sep 19, 2024
Published on this site
Jul 21, 2026

Official metric is not published on the OpenAtom competition listing; verify scoring on the competition page.

reward_value_usd is a rough CNY→USD estimate (×0.14) for ranking only; use reward_summary for the official prize text.