tensorflow / tensorflow/tensorboard
Prioritize loading an events file
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Description
Lets of experiments
/some/path/mnist_experiments/
/some/path/mnist_experiments/run1/
/some/path/mnist_experiments/run1/events.out.tfevents.1456525581.name
/some/path/mnist_experiments/run1/events.out.tfevents.1456525585.name
/some/path/mnist_experiments/run2/
/some/path/mnist_experiments/run2/events.out.tfevents.1456525385.name
I would like it so that in the tensorflow gui I could tell tensorboard to load a specific events file first.
I would eventually like all of them to load but sometimes after I restart my computer I am in the middle of a training run and it loads that one last when I would like that one loaded first and then the other ones so I can compare and make sure it is doing the correct thing.
For example I have the list above
/tensorboard --logdir /some/path/mnist_experiments
Then I run this command but in the gui I can click something like "Load Now" next to the events file I want to load first. Like events.out.tfevents.1456525581.name
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by tracing how TensorBoard discovers event files from the provided --logdir path and how the GUI currently loads them. Identify the loading order and the control that would need to trigger one selected file first; done means a user can choose an event file to load before the remaining files and compare the resulting runs.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- typescript
- Domain
- frontend
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100