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 = (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 
Optimizer: Adadelta (
Parameter Group 0
    eps: 1e-06
    lr: 0.001
    rho: 0.9
    weight_decay: 0.0
) 
Training time: 4 days, 9:01:44.644537
Testing metrics:MAE: 0.004423358011990786, MSE: 3.58620636689011e-05, R2: 0.9987554353424543 
Testing time: 0:20:40.665715