Model: imv_full_lstm 
Learning rate: 0.0001 
Number of epochs: 1000 
Batch size: 2048 
Using fake signal: False 
Amplifying signal: False 
Early stopping: False 
Training data shape: x = (10800000, 10, 7) y = (10800000,)
Validation data shape: x = (600000, 10, 7) y = (600000,)
Test data shape: x = (600000, 10, 7) y = (600000,)
Trainable parameters: 2547849