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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
)