tryolabs/luminoth

Display training config details on checkpoint info

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#217 opened on Sep 5, 2018

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Type: Feature Requestgood first issue

Description

When we are trying to train luminoth by using ssd/fasterrcnn on our own dataset and constantly tweaking the training configurations and retraining multiple times, it really helps if we can see the training configuration information associated with a specific checkpoint when we type in $lumi checkpoint info

I know I can export the specific checkpoint and always look at the bundled config.yml file to figure out the training configurations associated with that checkpoint, but it is really a round about way of getting details about a local checkpoint, which should be available by type in a simple command

Contributor guide

Tech stack
pythontensorflow
Domain
clideveloper experience
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.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
clear
Prerequisites
PythonLuminoth codebaseCLI commandsCheckpoint structure
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70
Research direction
The existing CLI command `lumi checkpoint info` is likely defined in the `luminoth/cli/` directory. The training configuration is probably stored in the checkpoint file (e.g., in `config.yml`). To implement this, you would need to load the checkpoint's metadata and display the configuration. Look at the `checkpoint` module for how checkpoints are handled. There are no linked PRs or comments on this issue.
Display training config details on checkpoint info · tryolabs/luminoth#217 | Good First Issue