facebookresearch/ParlAI

Model export to ONNX

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#2,815 opened on Jul 6, 2020

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Description

How would one export the trained dialogue models to ONNX? If you can point me to the right files where I can attempt to do something of the sort of what's mentioned in https://pytorch.org/tutorials/advanced/super_resolution_with_onnxruntime.html, it'd be really awesome! Thanks!

Contributor guide

Research direction
Start by locating the model definition files in ParlAI (e.g., in parlai/agents/ or parlai/core/). Look for PyTorch model classes that define the dialogue models. Then follow the PyTorch ONNX export tutorial to add an export method. Focus on the forward method and input/output tensors.
Tech stack
pythonpytorch
Domain
aibackend
Issue type
Documentation
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.
1-2 days
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
PythonPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60