microsoft/onnxscript

[IR] Implement higher level graph editing APIs as convenience functions

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#672 opened on Apr 25, 2023

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contribution welcomegood first issuemodule: IRtopic: graph transform

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Description

Implement Value based operations under ir/_convenience.py

Compose: Add subgraph to graph
Insert: Add subgraph in between nodes
Remove: Take subgraph out from graph
Replace: Replace subgraph with another subgraph

Contributor guide

Research direction
Study the existing IR primitives in onnxscript and implement the four convenience functions (Compose, Insert, Remove, Replace) by composing those primitives.
Tech stack
python
Domain
backend
Issue type
Feature
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.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60