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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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108491 samples
INFO:root: - The valid fold has 26941 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108183 samples
INFO:root: - The valid fold has 27249 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108161 samples
INFO:root: - The valid fold has 27271 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108295 samples
INFO:root: - The valid fold has 27137 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108405 samples
INFO:root: - The valid fold has 27027 samples
INFO:root:Building the dataloader
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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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108521 samples
INFO:root: - The valid fold has 26911 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108555 samples
INFO:root: - The valid fold has 26877 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108288 samples
INFO:root: - The valid fold has 27144 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108261 samples
INFO:root: - The valid fold has 27171 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108200 samples
INFO:root: - The valid fold has 27232 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108515 samples
INFO:root: - The valid fold has 26917 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108219 samples
INFO:root: - The valid fold has 27213 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108363 samples
INFO:root: - The valid fold has 27069 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: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 1137283 samples
INFO:root: - The valid fold has 284753 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: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 1138415 samples
INFO:root: - The valid fold has 283621 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: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 1138187 samples
INFO:root: - The valid fold has 283849 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: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 1137311 samples
INFO:root: - The valid fold has 284725 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: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 1137647 samples
INFO:root: - The valid fold has 284389 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108324 samples
INFO:root: - The valid fold has 27108 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108318 samples
INFO:root: - The valid fold has 27114 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108363 samples
INFO:root: - The valid fold has 27069 samples
INFO:root:Building the dataloader
INFO:root:= Dataloaders
INFO:root: - Dataset creation
INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 365 time points
INFO:root:Generating the index
INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2017-testing.nc.bin_index.idx
INFO:root:I loaded 22572 values in the test set
INFO:root:= Filling in the submission file
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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108521 samples
INFO:root: - The valid fold has 26911 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108176 samples
INFO:root: - The valid fold has 27256 samples
INFO:root:Building the dataloader
INFO:root:= Dataloaders
INFO:root: - Dataset creation
INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 365 time points
INFO:root:Generating the index
INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2017-testing.nc.bin_index.idx
INFO:root:I loaded 22572 values in the test set
INFO:root:= Filling in the submission file
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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108217 samples
INFO:root: - The valid fold has 27215 samples
INFO:root:Building the dataloader
INFO:root:= Dataloaders
INFO:root: - Dataset creation
INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 365 time points
INFO:root:Generating the index
INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2017-testing.nc.bin_index.idx
INFO:root:I loaded 22572 values in the test set
INFO:root:= Filling in the submission file
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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108418 samples
INFO:root: - The valid fold has 27014 samples
INFO:root:Building the dataloader
INFO:root:= Dataloaders
INFO:root: - Dataset creation
INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 365 time points
INFO:root:Generating the index
INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2017-testing.nc.bin_index.idx
INFO:root:I loaded 22572 values in the test set
INFO:root:= Filling in the submission file
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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108401 samples
INFO:root: - The valid fold has 27031 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108730 samples
INFO:root: - The valid fold has 26702 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108279 samples
INFO:root: - The valid fold has 27153 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108368 samples
INFO:root: - The valid fold has 27064 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108756 samples
INFO:root: - The valid fold has 26676 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108301 samples
INFO:root: - The valid fold has 27131 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108220 samples
INFO:root: - The valid fold has 27212 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108395 samples
INFO:root: - The valid fold has 27037 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108495 samples
INFO:root: - The valid fold has 26937 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108430 samples
INFO:root: - The valid fold has 27002 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108547 samples
INFO:root: - The valid fold has 26885 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108530 samples
INFO:root: - The valid fold has 26902 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108232 samples
INFO:root: - The valid fold has 27200 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108218 samples
INFO:root: - The valid fold has 27214 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108422 samples
INFO:root: - The valid fold has 27010 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108343 samples
INFO:root: - The valid fold has 27089 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108389 samples
INFO:root: - The valid fold has 27043 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108279 samples
INFO:root: - The valid fold has 27153 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108540 samples
INFO:root: - The valid fold has 26892 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108486 samples
INFO:root: - The valid fold has 26946 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108253 samples
INFO:root: - The valid fold has 27179 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108276 samples
INFO:root: - The valid fold has 27156 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108230 samples
INFO:root: - The valid fold has 27202 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108362 samples
INFO:root: - The valid fold has 27070 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108539 samples
INFO:root: - The valid fold has 26893 samples
INFO:root:Building the dataloader
INFO:root:= Dataloaders
INFO:root: - Dataset creation
INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 365 time points
INFO:root:Generating the index
INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2017-testing.nc.bin_index.idx
INFO:root:I loaded 22572 values in the test set
INFO:root:= Filling in the submission file
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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108336 samples
INFO:root: - The valid fold has 27096 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 135432 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 135432 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 108369 samples
INFO:root: - The valid fold has 27063 samples
INFO:root:Building the dataloader
INFO:root:= Dataloaders
INFO:root: - Dataset creation
INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 365 time points
INFO:root:Generating the index
INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2017-testing.nc.bin_index.idx
INFO:root:I loaded 22572 values in the test set
INFO:root:= Filling in the submission file
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 45144 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 45144 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 35989 samples
INFO:root: - The valid fold has 9155 samples
INFO:root:Building the dataloader
INFO:root:= Dataloaders
INFO:root: - Dataset creation
INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 365 time points
INFO:root:Generating the index
INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2017-testing.nc.bin_index.idx
INFO:root:I loaded 22572 values in the test set
INFO:root:= Filling in the submission file
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 45144 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 45144 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 36071 samples
INFO:root: - The valid fold has 9073 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 45144 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 45144 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 36096 samples
INFO:root: - The valid fold has 9048 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 45144 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 45144 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 35947 samples
INFO:root: - The valid fold has 9197 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 45144 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 45144 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 36362 samples
INFO:root: - The valid fold has 8782 samples
INFO:root:Building the dataloader
INFO:root:= Dataloaders
INFO:root: - Dataset creation
INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 365 time points
INFO:root:Generating the index
INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2017-testing.nc.bin_index.idx
INFO:root:I loaded 22572 values in the test set
INFO:root:= Filling in the submission file
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 45144 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 45144 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 36222 samples
INFO:root: - The valid fold has 8922 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 45144 samples
INFO:root: - Splitting the data in training and validation sets
INFO:root:Generating the subset files from 45144 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 36097 samples
INFO:root: - The valid fold has 9047 samples