Model: imv_full_lstm 
Learning rate: 0.001 
Number of epochs: 1000 
Batch size: 2048 
Using fake signal: False 
Amplifying signal: False 
Early stopping: False 
Training data shape: x = (12000000, 10, 7) y = (12000000,)
Validation data shape: x = (1200000, 10, 7) y = (1200000,)
Test data shape: x = (1200000, 10, 7) y = (1200000,)
Trainable parameters: 2547849 
Optimizer: Adam (
Parameter Group 0
    amsgrad: False
    betas: (0.9, 0.999)
    eps: 1e-08
    lr: 0.001
    weight_decay: 0.0
)