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Results for the Facebook Comments Volume dataset with Tabnet
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n_steps | step_dim | attn_dim | ghost_bn | virtual_batch_size | momentum | gamma | dropout | embed_dropout | lr | batch_size | weight_decay | lambda_sparse | optimizer | lr_scheduler | base_lr | max_lr | div_factor | final_div_factor | n_cycles | val_loss_or_metric | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5 | 16 | 16 | False | 128 | 0.98 | 1.5 | 0.0 | 0.0 | 0.03 | 512 | 0.0 | 0.0001 | AdamW | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5 | 35.8122 | |
3 | 16 | 16 | False | 128 | 0.98 | 1.5 | 0.2 | 0.0 | 0.03 | 512 | 0.0 | 0.0001 | Adam | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5 | 37.6417 | |
5 | 16 | 16 | False | 128 | 0.98 | 1.5 | 0.0 | 0.0 | 0.03 | 512 | 0.0 | 0.0001 | AdamW | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5 | 38.9771 | |
5 | 16 | 16 | False | 128 | 0.98 | 1.5 | 0.2 | 0.0 | 0.03 | 512 | 0.0 | 0.0001 | Adam | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5 | 39.5899 | |
5 | 16 | 16 | False | 128 | 0.98 | 1.5 | 0.0 | 0.0 | 0.03 | 256 | 0.0 | 0.0001 | Adam | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5 | 40.9462 |
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