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jrzaurin/nyc_taxi_tabresnet.csv

Last active June 13, 2021 09:18
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Results for the NYC Taxi rode duration dataset with TabResnet
Raw
nyc_taxi_tabresnet.csv
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 auto relu 0.2 False False False 0.0 0.01 2048 0.0 Adam ReduceLROnPlateau 0.001 0.01 25 10000.0 5 97015.1182
same 0.2 auto relu 0.1 False False False 0.0 0.01 1024 0.0 AdamW ReduceLROnPlateau 0.001 0.01 25 10000.0 5 98266.4310
same 0.5 auto relu 0.2 False False False 0.0 0.04 2048 0.0 Adam ReduceLROnPlateau 0.001 0.01 25 10000.0 5 100332.3569
same 0.2 auto relu 0.1 False False False 0.0 0.01 1024 0.0 Adam ReduceLROnPlateau 0.001 0.01 25 10000.0 5 103006.5603
same 0.5 auto relu 0.2 False False False 0.0 0.01 2048 0.0 AdamW ReduceLROnPlateau 0.001 0.01 25 10000.0 5 105967.2628
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