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10 changes: 5 additions & 5 deletions best-submission/train_unet.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -12,8 +12,8 @@
"import xarray as xr\n",
"\n",
"# custom\n",
"import common.loss_utils as loss_utils\n",
"import common.climatehack_dataset as climatehack_dataset"
"from utils.loss import MS_SSIMLoss\n",
"from utils.data import ClimatehackDataset, CustomDataset"
]
},
{
Expand Down Expand Up @@ -74,8 +74,8 @@
"outputs": [],
"source": [
"BATCH_SIZE = 32\n",
"train_ds = climatehack_dataset.ClimatehackDataset(dataset, random_state=7)\n",
"valid_ds = climatehack_dataset.ClimatehackDataset(dataset, random_state=3)\n",
"train_ds = ClimatehackDataset(dataset, random_state=7)\n",
"valid_ds = ClimatehackDataset(dataset, random_state=3)\n",
"\n",
"train_dl = torch.utils.data.DataLoader(train_ds, batch_size=BATCH_SIZE)\n",
"valid_dl = torch.utils.data.DataLoader(valid_ds, batch_size=BATCH_SIZE)"
Expand Down Expand Up @@ -739,7 +739,7 @@
"outputs": [],
"source": [
"FORECAST = 24\n",
"criterion = loss_utils.MS_SSIMLoss(channels=FORECAST)"
"criterion = MS_SSIMLoss(channels=FORECAST)"
]
},
{
Expand Down