Model: imv_full_lstm 
Learning rate: 0.0001 
Number of epochs: 2000 
Batch size: 1024 
Using fake signal: False 
Amplifying signal: False 
Early stopping: False 
Training data shape: x = (5400000, 10, 13) y = (5400000,)
Validation data shape: x = (300000, 10, 13) y = (300000,)
Test data shape: x = (300000, 10, 13) y = (300000,)
Trainable parameters: 34229519