Model: imv_full_lstm 
Learning rate: 1e-05 
Number of epochs: 500 
Batch size: 1024 
Using fake signal: False 
Amplifying signal: False 
Early stopping: False 
Channels used: ['AD7195_1_Ch1' 'AD7195_2_Ch1' 'AD7195_2_Ch2' 'AD7195_3_Ch2' 'T_DAC1'
 'T_DAC3' 'T_DAC4' 'BME280_Temp' 'BME280_Press' 'BME280_Humid' 'tilt_Z'
 'inc_temp' 'MEMS'] 
Training data shape: x = (1800000, 10, 13) y = (1800000,)
Validation data shape: x = (100000, 10, 13) y = (100000,)
Test data shape: x = (100000, 10, 13) y = (100000,)