ChenRocks/fast_abs_rl

how can i restore my model?

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#15 opened on Sep 11, 2018

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help wanted

Description

hello dear Chen! i would like to know if i have interrupted my training, can i restore my model from the previous model checkpoint?

Contributor guide

Tech stack
pythonpytorch
Domain
machine learning
Issue type
research
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.
under 1 hour
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
PythonPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70
Research direction
To restore a model from a checkpoint, examine the training script (e.g., train.py) for a command line argument like restore or load checkpoint. The code likely uses PyTorch's torch.load() to load the model and optimizer states. If the script does not support resumption, the contributor would need to add that functionality, modifying the training loop to load from a specified checkpoint file.
how can i restore my model? · ChenRocks/fast_abs_rl#15 | Good First Issue