alibaba / alibaba/TinyNeuralNetwork

[converter] map gather(+reshape) ops with seperate consecutive indices to split(unpack) ops

Open
#253 0 comments 0 reactions 0 assignees View on GitHub
enhancement work/medium
Dominant language
Python
Stars
879
Forks
134
PR merge metrics
No merged PRs in 30d

Description

![image](https://github.com/alibaba/TinyNeuralNetwork/assets/9998726/cc4a5a2f-713e-4b23-8049-b2c66369fe9e)

This is needed to get a better TFLite model for #252

Contributor guide

Open the contributing guide

Research direction

The issue names no file, test, or converter entry point. Start by locating the converter handling for gather and reshape operations and reviewing issue #252; done should be demonstrated by a regression test covering separate consecutive indices mapping to split(unpack) operations.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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