microsoft/nni

RuntimeError: Has not supported replacing module with type: Conv1d

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#5,144 opened on Sep 28, 2022

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 (1 comment) (0 reactions) (1 assignee)Python (13,504 stars) (1,830 forks)batch import
help wantedmodel compressionnew featureuser raised

Description

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.

Contributor guide

Tech stack
pythonpytorch
Domain
machine learningperformance
Issue type
bug
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
clear
Prerequisites
PyTorch basicsNNI ModelSpeedup APIConv1d module understanding
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40
Research direction
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.
RuntimeError: Has not supported replacing module with type: Conv1d · microsoft/nni#5144 | Good First Issue