Have you tried Wrap-CTC on GPUs?
Do you know any clue about CTC working on multiple GPUs?
贡献者指南
技术栈
python
领域
machine learning
议题类型
research
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。
under 1 hour
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。
unclear
前置要求
CTC algorithm understandingTensorFlow 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。
20
研究方向
The issue asks about using Wrap CTC on multiple GPUs. To address this, first examine the current CTC implementation in the repository (likely in the 'lstm ctc ocr' codebase). Investigate TensorFlow's distributed training capabilities (e.g., tf.distribute.MirroredStrategy) and consider how to adapt the existing CTC loss computation for multi GPU. Additionally, search for any existing discussions or related pull requests in the repository for context.
CTC on Multiple GPUs · ilovin/lstm_ctc_ocr#5 | Good First Issue