diff --git a/logs/main_unit_test.log b/logs/main_unit_test.log index f9c0a53ef7ff80542a153d83a7eef4fb9be74ffd..1f73c40c840b15e9b847b805412d2ff4f3c45812 100644 --- a/logs/main_unit_test.log +++ b/logs/main_unit_test.log @@ -2452,3 +2452,33 @@ INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 541214 samples INFO:root: - The valid fold has 135946 samples +INFO:root:= Dataloaders +INFO:root: - Dataset creation +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Generating the index +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root: - Loaded a dataset with 677160 samples +INFO:root: - Splitting the data in training and validation sets +INFO:root:Generating the subset files from 677160 samples +INFO:root: - Subset dataset +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root: - The train fold has 541896 samples +INFO:root: - The valid fold has 135264 samples +INFO:root:= Dataloaders +INFO:root: - Dataset creation +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Generating the index +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root: - Loaded a dataset with 677160 samples +INFO:root: - Splitting the data in training and validation sets +INFO:root:Generating the subset files from 677160 samples +INFO:root: - Subset dataset +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root: - The train fold has 541474 samples +INFO:root: - The valid fold has 135686 samples diff --git a/model.py b/model.py index e0357c26028787515848e2d5fe8540c527da772a..a16c567438e792017bceb1bb9250c6fb438acf41 100644 --- a/model.py +++ b/model.py @@ -77,7 +77,7 @@ class BidirectionalLSTM(nn.Module): self.hidden_size = cfg["BidirectionalLSTM"]["HiddenSize"] self.num_layers = cfg["BidirectionalLSTM"]["NumLayers"] self.LSTM_dropout = cfg["BidirectionalLSTM"]["LSTMDropout"] - self.FFN_dropout = cfg["DidirectionalLSTM"]["FFNDropout"] + self.FFN_dropout = cfg["BidirectionalLSTM"]["FFNDropout"] self.num_ffn = cfg["BidirectionalLSTM"]["NumFFN"] self.lstm = nn.LSTM(input_size, self.hidden_size, self.num_layers, batch_first = True, bidirectional =True, dropout = self.LSTM_dropout) diff --git a/train_indices.subset b/train_indices.subset index 4be28c3fddee04d316099595035195d190335a28..594eede69b0c69b6daf7fbbf6ce1e45ddce43a8d 100644 Binary files a/train_indices.subset and b/train_indices.subset differ diff --git a/valid_indices.subset b/valid_indices.subset index 71e2f411ff24dec16c1ec6873ea24d6a85512515..8ca27a17829f8e1391a93beb780eacbc9e41219b 100644 Binary files a/valid_indices.subset and b/valid_indices.subset differ