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Commit 9b9ef09f authored by Tamino Huxohl's avatar Tamino Huxohl
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adapt params of cgan training and measures script uses args correctly

parent c6ae15cb
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......@@ -42,6 +42,7 @@ if __name__ == "__main__":
help="the model weights which should be scored",
)
parser.add_argument("--out", type=str, help="write results as a csv file")
parser.add_argument("--scatter_corrected", action="store_true")
parser.add_argument(
"--dataset_dir",
......@@ -88,9 +89,10 @@ if __name__ == "__main__":
]
)
dataset = MuMapDataset(
"data/initial/",
args.dataset_dir,
transform_normalization=transform_normalization,
split_name=args.split,
scatter_correction=args.scatter_corrected,
)
measures = {"NMAE": nmae, "MSE": mse}
......
......@@ -194,7 +194,7 @@ class cGANTraining:
outputs_d_fake = self.discriminator(inputs_d_fake)
loss_g_adv = self.criterion_d(outputs_d_fake, labels_real)
loss_g_l1 = self.criterion_l1(mu_maps_fake, mu_maps_real)
loss_g = loss_g_adv + 50.0 * loss_g_l1
loss_g = loss_g_adv + 20.0 * loss_g_l1
loss_g.backward()
self.optimizer_g.step()
......@@ -308,6 +308,11 @@ if __name__ == "__main__":
action="store_true",
help="do not shuffle patches in the dataset",
)
parser.add_argument(
"scatter_correction",
action="store_true",
help="use the scatter corrected reconstructions in the dataset",
)
# Training Args
parser.add_argument(
......@@ -450,6 +455,7 @@ if __name__ == "__main__":
shuffle=not args.no_shuffle,
split_name=split,
transform_normalization=transform_normalization,
scatter_correction=args.scatter_correction,
logger=logger,
)
data_loader = torch.utils.data.DataLoader(
......
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