blue-oil/blueoil

Consider upgrading to TensorFlow 2.0

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#479 建立於 2019年10月2日

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 (11 留言) (0 反應) (0 負責人)Python (250 star) (85 fork)batch import
good first issuehelp wanted

描述

TensorFlow 2.0 was released. We should consider upgrading our TF dependency to 2.0.

However, since this is large major version up, we still don't know how much source code needs to be rewritten for the upgrade.

Fortunately, there's a script tf_upgrade_v2.py to upgrade to TF 2.0. First, we should try this script and estimate how the upgrade is difficult.

貢獻者指南

技術棧
pythontensorflow
領域
machine learning
議題類型
feature
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。
1-3 hours
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
PythonTensorFlow basics
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。
65
研究方向
Run the tf upgrade v2.py script on the Blueoil codebase to assess compatibility with TensorFlow 2.0. Document the number of errors and warnings, and identify which modules require significant changes. Review the script's output to estimate the effort needed for a full upgrade.