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The statistics view does not scale well with a large number of inputs
Repro steps: * Load a dataset with mutliple columns (>10) * Create a model where all columns are used * Start training the model Expected outcome: The statistics view should be able to handle multiple inputs without breaking. Actual outcome: You are not able to see all inputs without zooming out the browser.
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Pause button is not working properly
Repro steps: * Create any model * Start training the model * Pause the training Expected outcome: The training should now have been paused in the kernel and the Pause icon should have changed to a Play icon Actual outcome: The training does not pause in the kernel (you can see it keep training) and the icon does not change in the frontend.
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Stop button does not take effect in the frontend until a forced update
Repro steps: * Create any model * Start training it * Stop the training * Go to the Modeling Tool quickly after Expected outcome: The Run button should say Run. Actual outcome: In the Modeling Tool you'll see Stop instead of Run still since you moved to it before the Kernel status has been updated (as stopping can take a moment).
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Changing the dataset path through Data Settings does not update the component settings view of the Input and Target
Repro steps: * Create any model * Open Data Settings from within the workspace * Change the dataset path to another dataset (can be an identical dataset just copied somewhere else on the computer) * Press Save to apply the change * Press on the Input or Target component Expected Outcome: The path in the component settings should be the new path you just changed to in the Data Settings. Actual Outcome: The path in the component settings is the old path rather than the new one. Noticed in release version: 0.12.24
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Fix import and export from GitHub
This would make it a lot easier to share models and datasets from PerceptiLabs with other people.
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Data Wizard does not work well for large amount of columns.
The CSV goes off-screen, and selecting the Input/Target column causes it to jump around, if the number of columns (combined with their name length) is larger than what fits in the modal.
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Pre-processing images seemingly takes much longer than it should
Running >10k images through the pre-processing pipeline seemingly takes much longer than it should. Need to look into if it's just the Resize option which does this, or if there is something else we can optimize.
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Building large models seem to caues frontend memory crashes
Manually building a U-Net is a good example of this, where it will start going slower until finally it crashes and the frontend changes to a white screen.
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All inputs don't connect to the Merge component automatically
If there is more than 2 inputs they won't properly connect to the merge component.
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