OpenNMT/OpenNMT-tf

Compatibility with Visualization Tool SeqtoSeq Vis /LSTMVis

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#478 opened on Aug 6, 2019

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Description

Hi,

I came across this Vis tool (Seq2seq vis or lstm vis) effectively shows some good visualizations for Sequence models. Looks like it uses model files form the other repo OpenNMT-py. Is there any way I can use this with the model files that are generated from this repo or out of box conversion to pyTorch models ? Otherwise I'm guessing I have to run the same experiments again with OpenNMT-py.

Thanks !

Contributor guide

Research direction
Investigate the model format differences between OpenNMT tf and OpenNMT py. Check if there are existing conversion scripts or tools for translating TensorFlow checkpoints to PyTorch format. Explore how the visualization tools (Seq2Seq Vis, LSTMVis) load model files and whether they can accept TensorFlow models or require PyTorch checkpoints.
Tech stack
pythontensorflowpytorch
Domain
machine learningbackend
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.
1-3 hours
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
PythonTensorFlowPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40