INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137508 samples INFO:root: - The valid fold has 284528 samples INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35]) INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137479 samples INFO:root: - The valid fold has 284557 samples INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35]) INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137706 samples INFO:root: - The valid fold has 284330 samples INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35]) INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1138180 samples INFO:root: - The valid fold has 283856 samples INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35]) INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137712 samples INFO:root: - The valid fold has 284324 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137709 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1138100 samples INFO:root: - The valid fold has 283936 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137835 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137569 samples INFO:root: - The valid fold has 284467 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137604 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1138545 samples INFO:root: - The valid fold has 283491 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1138172 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137778 samples INFO:root: - The valid fold has 284258 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137659 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137421 samples INFO:root: - The valid fold has 284615 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137461 samples INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35]) INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137517 samples INFO:root: - The valid fold has 284519 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1138052 samples INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35]) INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137863 samples INFO:root: - The valid fold has 284173 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137441 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137967 samples INFO:root: - The valid fold has 284069 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137947 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1138019 samples INFO:root: - The valid fold has 284017 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1138267 samples INFO:root:Got a minibatch of size torch.Size([128, 35, 18]) -> torch.Size([128, 35]) INFO:root:====> Test dataloader INFO:root:====> Test dataloader INFO:root:====> Test dataloader INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137804 samples INFO:root: - The valid fold has 284232 samples INFO:root:Got a minibatch of size torch.Size([128, 35, 14]) -> torch.Size([128, 35]) INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137368 samples INFO:root: - The valid fold has 284668 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1136959 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137745 samples INFO:root: - The valid fold has 284291 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137690 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137732 samples INFO:root: - The valid fold has 284304 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137708 samples INFO:root:====> Test dataloader INFO:root:= Dataloaders INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1137765 samples INFO:root: - The valid fold has 284271 samples INFO:root:= Dataloaders for mean and standard deviation INFO:root: - Dataset creation INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Generating the index INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - Loaded a dataset with 1422036 samples INFO:root: - Splitting the data in training and validation sets INFO:root:Generating the subset files from 1422036 samples INFO:root: - Subset dataset INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 1136814 samples INFO:root:Got a minibatch of size torch.Size([128, 35, 14]) -> torch.Size([128, 35])