microsoft/nni

RuntimeError: Has not supported replacing module with type: Conv1d

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#5,144 创建于 2022年9月28日

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 (1 评论) (0 反应) (1 负责人)Python (13,504 star) (1,830 fork)batch import
help wantedmodel compressionnew featureuser raised

描述

RuntimeError: Has not supported replacing module with type: Conv1d, you could report an issue at https://github.com/microsoft/nni. If you know how to replace Conv1d, you could implement module replacement by passing incustomized_replace_func to ModelSpeedup. You are welcome to contribute back to nni as native support if you have implemented the replacement function, so that more users can benefit from your contributions.

贡献者指南

技术栈
pythonpytorch
领域
machine learningperformance
议题类型
bug
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。
half day
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。
clear
前置要求
PyTorch basicsNNI ModelSpeedup APIConv1d module understanding
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。
40
研究方向
This issue reports that Conv1d module is not supported in NNI's ModelSpeedup. To resolve, examine the existing module replacement implementations in the NNI codebase (likely in nni/compression/pytorch/speedup or similar). Identify the pattern used for other modules like Conv2d and adapt it for Conv1d. Then implement a custom replacement function or extend native support by following the contribution guidelines.