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30d Readmission Prediction/From-scratch Training Hyperparameter Tuning
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30d Readmission Prediction/From-scratch Training Hyperparameter Tuning
Matthew McDermott
Created on August 15
|
Last edited on August 23
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Hyperparameter Tuning Results
tuning_loss
tuning_loss
Showing first 10 runs
0
10
20
30
40
50
epoch
0.62
0.63
0.64
0.65
0.66
0.67
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
1-10
of 34
Config parameter
Importance
Correlation
config/max_seq_len
config/max_seq_len
config.seq_window_size
config.seq_window_size
config.attention_dropout
config.attention_dropout
optimization_config.end_lr_frac_of_init_lr
optimization_config.end_lr_frac_of_init_lr
config.categorical_embedding_dim
config.categorical_embedding_dim
data_config.min_seq_len
data_config.min_seq_len
config.resid_dropout
config.resid_dropout
config.static_embedding_weight
config.static_embedding_weight
config.num_attention_heads
config.num_attention_heads
config/static_embedding_weight
config/static_embedding_weight
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All Non-crashed Sweep Runs
21
Crashed Runs
11
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