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 
Optimizer: Adam (
Parameter Group 0
    amsgrad: False
    betas: (0.9, 0.999)
    eps: 1e-08
    lr: 0.0001
    weight_decay: 0.0
) 
Training time: 4 days, 17:51:52.702427
Testing metrics:MAE: 0.001227721688337624, MSE: 2.2192582491697976e-06, R2: 0.9999229823892475 
Testing time: 0:32:18.190706