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 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 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 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 train fold has 36172 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 36304 samples INFO:root: - The valid fold has 8840 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 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 train fold has 36173 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 35937 samples INFO:root: - The valid fold has 9207 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 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 train fold has 36163 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 36186 samples INFO:root: - The valid fold has 8958 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 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 train fold has 36232 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 36137 samples INFO:root: - The valid fold has 9007 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 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 train fold has 36187 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 36114 samples INFO:root: - The valid fold has 9030 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 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 train fold has 36068 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 36081 samples INFO:root: - The valid fold has 9063 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 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 train fold has 35978 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 36240 samples INFO:root: - The valid fold has 8904 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 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 train fold has 36126 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 36102 samples INFO:root: - The valid fold has 9042 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 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 train fold has 36141 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 36175 samples INFO:root: - The valid fold has 8969 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 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 train fold has 36208 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 36066 samples INFO:root: - The valid fold has 9078 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 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 train fold has 36021 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 36116 samples INFO:root: - The valid fold has 9028 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 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 train fold has 36234 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 36174 samples INFO:root: - The valid fold has 8970 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 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 train fold has 36101 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 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 train fold has 36128 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 36035 samples INFO:root: - The valid fold has 9109 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 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 train fold has 541668 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 542473 samples INFO:root: - The valid fold has 134687 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 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 train fold has 541965 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 541837 samples INFO:root: - The valid fold has 135323 samples