blue-oil/blueoil

Consider upgrading to TensorFlow 2.0

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#479 创建于 2019年10月2日

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 (11 评论) (0 反应) (0 负责人)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.

贡献者指南

技术栈
pythontensorflow
领域
machine learning
议题类型
feature
难度面向新贡献者的预计实现难度，1 表示很小改动，5 表示专家级工作。
3
预计时间有经验贡献者完成调查、实现、测试并准备 pull request 的粗略时间范围。
1-3 hours
活动状态议题当前的可参与程度：新鲜、活跃、陈旧、阻塞或等待维护者输入。
stale
清晰度议题是否清楚说明期望改动、验收标准和下一步。
mostly clear
前置要求
PythonTensorFlow basics
新手友好度1-100 的估计分数，表示该议题对首次贡献者的友好程度。
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.