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diff --git a/logs/dataloader_unit_test.log b/logs/dataloader_unit_test.log
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-INFO:root:====> Test dataloader
-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 50154984 samples
-INFO:root:  - Splitting the data in training and validation sets
-INFO:root:Generating the subset files from 50154984 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 40123681 samples
-INFO:root:  - The valid fold has 10031303 samples
-INFO:root:Got a minibatch of size torch.Size([128, 1, 18]) -> torch.Size([128, 1])
-INFO:root:====> Test dataloader
-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 50154984 samples
-INFO:root:  - Splitting the data in training and validation sets
-INFO:root:Generating the subset files from 50154984 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 40125966 samples
-INFO:root:  - The valid fold has 10029018 samples
-INFO:root:Got a minibatch of size torch.Size([128, 1, 18]) -> torch.Size([128, 1])
-INFO:root:====> Test dataloader
-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:====> Test dataloader
-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:====> Test dataloader
-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 50154984 samples
-INFO:root:  - Splitting the data in training and validation sets
-INFO:root:Generating the subset files from 50154984 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 40126890 samples
-INFO:root:  - The valid fold has 10028094 samples
-INFO:root:Got a minibatch of size torch.Size([128, 1, 18]) -> torch.Size([128, 1])