Validation loss
    ===============
    0.032635216378938084


    Executed command
    ================
    main.py --rootDir /usr/users/sdi1/sdi1_3/Projet_DL/Kaggle_Phytoplankton/logs/ --experimentName keepingspace_dropout_num_days_365 train

    Dataset
    =======
    FashionMNIST

    Model summary
    =============
    BidirectionalLSTM(
  (lstm): LSTM(17, 16, num_layers=2, batch_first=True, dropout=0.2, bidirectional=True)
  (fc): Sequential(
    (linear_0): Linear(in_features=32, out_features=32, bias=True)
    (relu_0): ReLU()
    (dropout_0): Dropout(p=0, inplace=False)
    (linear_1): Linear(in_features=32, out_features=32, bias=True)
    (relu_1): ReLU()
    (dropout_1): Dropout(p=0, inplace=False)
    (linear_2): Linear(in_features=32, out_features=32, bias=True)
    (relu_2): ReLU()
    (dropout_2): Dropout(p=0, inplace=False)
    (last_linear): Linear(in_features=32, out_features=1, bias=True)
  )
)

    14081 trainable parameters

    Optimizer
    ========
    Adam (
Parameter Group 0
    amsgrad: False
    betas: (0.9, 0.999)
    eps: 1e-08
    lr: 3.90625e-06
    weight_decay: 0
)