LuxDL/Lux.jl

upstream ForwardDiff rules to NNlib.jl

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#1,008 建立於 2024年7月16日

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 (0 留言) (0 反應) (0 負責人)Julia (700 star) (84 fork)batch import
good first issueluxlib

描述

Code: https://github.com/LuxDL/LuxLib.jl/blob/3ef59f2e4175dfbbd383ebfb607bea1c8fe60738/src/impl/forward_diff.jl#L1-L50

Tests: https://github.com/LuxDL/LuxLib.jl/blob/main/test/others/forwarddiff_tests.jl

The main reason I haven't been able to do it is because of how the tests are structured which forces you to copy the code for different backends

貢獻者指南

技術棧
無
領域
machine learning
議題類型
refactor
難度面向新貢獻者的預計實作難度，1 表示很小改動，5 表示專家級工作。
3
預計時間有經驗貢獻者完成調查、實作、測試並準備 pull request 的粗略時間範圍。
3-5 days
活動狀態議題目前的可參與程度：新鮮、活躍、陳舊、阻塞或等待維護者輸入。
stale
清晰度議題是否清楚說明預期改動、驗收標準和下一步。
mostly clear
前置要求
Julia programmingunderstanding of automatic differentiationfamiliarity with LuxLib internals
新手友善度1-100 的估計分數，表示該議題對首次貢獻者的友善程度。
25
研究方向
The main task is to migrate the ForwardDiff rules from LuxLib.jl (specifically src/impl/forward diff.jl) to NNlib.jl, along with corresponding tests from test/others/forwarddiff tests.jl. The issue mentions that test structure currently forces code duplication across backends. To resolve, examine NNlib.jl's existing test patterns and refactor the tests to be backend agnostic. Review the linked files to understand the current implementation, then propose a pull request to NNlib.jl with the moved rules and adapted tests.