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Results for the Adult Census dataset with TabResnet
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blocks_dims | blocks_dropout | mlp_hidden_dims | mlp_activation | mlp_dropout | mlp_batchnorm | mlp_batchnorm_last | mlp_linear_first | embed_dropout | lr | batch_size | weight_decay | optimizer | lr_scheduler | base_lr | max_lr | div_factor | final_div_factor | n_cycles | val_loss_or_metric | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
same | 0.5 | None | relu | 0.1 | False | False | False | 0.1 | 0.0004 | 32 | 0.0 | Adam | OneCycleLR | 0.001 | 0.01 | 25 | 1000.0 | 5.0 | 0.2850 | |
same | 0.5 | None | relu | 0.1 | False | False | False | 0.0 | 0.0004 | 32 | 0.0 | Adam | OneCycleLR | 0.001 | 0.01 | 25 | 1000.0 | 5.0 | 0.2853 | |
same | 0.5 | None | relu | 0.1 | False | False | False | 0.1 | 0.0004 | 128 | 0.0 | AdamW | OneCycleLR | 0.001 | 0.01 | 25 | 1000.0 | 5.0 | 0.2854 | |
same | 0.5 | None | relu | 0.1 | False | False | False | 0.1 | 0.0004 | 64 | 0.0 | AdamW | OneCycleLR | 0.001 | 0.01 | 25 | 1000.0 | 5.0 | 0.2855 | |
same | 0.5 | None | relu | 0.1 | False | False | False | 0.1 | 0.0004 | 32 | 0.0 | AdamW | OneCycleLR | 0.001 | 0.01 | 25 | 1000.0 | 5.0 | 0.2856 |
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