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In hospital mortality/Fine-tuning Hyperparameter Tuning
Matthew McDermott
Created on August 23
|
Last edited on August 23
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Hyperparameter Tuning Results
tuning_loss
tuning_loss
Showing first 10 runs
0
20
40
60
80
epoch
0.3
0.4
0.5
0.6
generative_event_stream_transformer
generative_event_stream_transformer
generative_event_stream_transformer
generative_event_stream_transformer
generative_event_stream_transformer
generative_event_stream_transformer
generative_event_stream_transformer
generative_event_stream_transformer
generative_event_stream_transformer
generative_event_stream_transformer
Parameter importance with respect to
tuning_loss
Parameters
1-8
of 8
Config parameter
Importance
Correlation
config.attention_dropout
config.attention_dropout
config/input_dropout
config/input_dropout
config.resid_dropout
config.resid_dropout
optimization_config/init_lr
optimization_config/init_lr
optimization_config/end_lr_frac_of_init_lr
optimization_config/end_lr_frac_of_init_lr
optimization_config.lr_decay_power
optimization_config.lr_decay_power
optimization_config.weight_decay
optimization_config.weight_decay
optimization_config.batch_size
optimization_config.batch_size
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All Non-crashed Sweep Runs
20
Crashed Runs
0
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