Wandb #80
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Wandb #80
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ngreenwald
approved these changes
Feb 5, 2024
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What is the purpose of this PR?
In this PR we add a residual unet with mirror padding as a new backbone architecture and wandb logging of validation metrics to the training pipeline.
How did you implement your changes
I replaced the tensorboard logging functionality in ModelBuilder and PromixNaive with wandb logging and changed the vanilla unet architecture to use resnet style skip connections in the conv blocks. In addition I threw out a couple of tests from the deepcell PanopticNet, because they threw assertions without me changing any code or dependencies and I couldn't resolve them within a couple of hours.
Remaining issues
None