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Hyperparameter Sweep on AV Dataset

Sweeping Hyperparameter for AV Dataset
Created on March 2|Last edited on March 2

Sweep Result

This is what hyperparameter sweeping looks like. It takes pretty much a Day since my hardware isn't powerful enough to run multiple parameter on a fast speed.

convnext_tinymobilenet_v3_smallregnet_x_400mfresnet18arch4.04.55.05.56.06.57.07.58.0batch_size2e-53e-54e-55e-51e-42e-43e-44e-45e-41e-3lrnull0.310.320.330.340.350.360.370.380.39miou
Sweep: cytsgqwq 1
10
Sweep: cytsgqwq 2
0

This sweep run isn't run on multiple models yet since the machine isn't powerful enough to run at that scale. Even this learning rate and batch_size already took a day. With a better machine, we could test it on multiple models to have a better arch at once.