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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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137508 samples
INFO:root: - The valid fold has 284528 samples
INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35])
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137479 samples
INFO:root: - The valid fold has 284557 samples
INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35])
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137706 samples
INFO:root: - The valid fold has 284330 samples
INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35])
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1138180 samples
INFO:root: - The valid fold has 283856 samples
INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35])
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137712 samples
INFO:root: - The valid fold has 284324 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1137709 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1138100 samples
INFO:root: - The valid fold has 283936 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1137835 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137569 samples
INFO:root: - The valid fold has 284467 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1137604 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1138545 samples
INFO:root: - The valid fold has 283491 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1138172 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137778 samples
INFO:root: - The valid fold has 284258 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1137659 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137421 samples
INFO:root: - The valid fold has 284615 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1137461 samples
INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35])
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137517 samples
INFO:root: - The valid fold has 284519 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1138052 samples
INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35])
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137863 samples
INFO:root: - The valid fold has 284173 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1137441 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137967 samples
INFO:root: - The valid fold has 284069 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1137947 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1138019 samples
INFO:root: - The valid fold has 284017 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1138267 samples
INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35])
INFO:root:====> Test dataloader
INFO:root:====> Test dataloader
INFO:root:====> Test dataloader
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137804 samples
INFO:root: - The valid fold has 284232 samples
INFO:root:Got a minibatch of size torch.Size([128, 35, 14]) -> torch.Size([128, 35])
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137368 samples
INFO:root: - The valid fold has 284668 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1136959 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137745 samples
INFO:root: - The valid fold has 284291 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1137690 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137732 samples
INFO:root: - The valid fold has 284304 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1137708 samples
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 1137765 samples
INFO:root: - The valid fold has 284271 samples
INFO:root:= Dataloaders for mean and standard deviation
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 1422036 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 1422036 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 train fold has 1136814 samples
INFO:root:Got a minibatch of size torch.Size([128, 35, 14]) -> torch.Size([128, 35])