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Merge pull request #21 from Atlantisming/Atlantsiming/WeeklyReport
[WeeklyReport] Atlantsiming 2023.11.13~2023.11.26
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Reports/Atlantsiming/[WeeklyReport]2023.11.13~2023.11.26.md
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### 姓名 | ||
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Atlantisming | ||
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### 开发中的快乐开源任务 | ||
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暂无 | ||
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### 本双周工作 | ||
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1. **完成热身打卡三** | ||
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- 使用AI Studio V100 32G 进行 Stable Diffusion 训练推理。 | ||
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2. **了解 Grounding Dino 训练微调任务** | ||
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- 完成 PaddleMix 和 mmdetection 环境配置,进行前向推理。 | ||
- 阅读了论文及相关代码。 | ||
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3. **问题疑惑与解答** | ||
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- 问题 a:二次开发环境中使用添加系统路径方式`sys.path.append('extra_lib')`添加环境后仍无法找到相关库? | ||
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答:目前没有解决这个问题,还是只能在打开开发环境后重新配置相关库。 | ||
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- 问题 b:与原仓库和 PaddleMix 不同,mmdetection 的 Grounding Dino 前向推理代码使用到了 `nltk` 进行分词处理,返回了单词的词性,并且在二次开发环境中下载时间较长? | ||
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答:一种方法也是事先在本地下载相关包后上传到环境中,目前还未尝试。 | ||
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### 未来双周计划 | ||
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1. 继续阅读 Grounding Dino 论文及相关模型代码,了解 PaddleMix 其他训练微调逻辑。 | ||
2. Grounding Dino 的训练微调方式与开集训练方法不一致,是闭集方式的监督学习,尝试直接转写模型的损失函数。 |