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zo=3%t5(qS_3NLj!@DY!G-MQzudXl3SGIBSO;E%j>C8Ot*c|Y+zO!6wK1&H--^78Yg z&tf<I>W68v+Ohv`(zjBa(+033<$snA-$0c1-zV6<`)BL~l3xFc*Z(ui5VU_<{Qt9l z1>FCy=b*&H{>fVW&rIl}F8`(I|Fdx<yxjlyGc3W%pz8mpY570<KZE#xCgcCi#Q&c& bvGo_RNEK4XzVEOI2m8rNfhB7sj6?n}<x=A5 literal 0 HcmV?d00001 diff --git a/osrt/model.py b/osrt/model.py index 932abd9..6c88504 100644 --- a/osrt/model.py +++ b/osrt/model.py @@ -121,7 +121,7 @@ class LitSlotAttentionAutoEncoder(pl.LightningModule): masks = masks.softmax(dim = 1) recon_combined = (recons * masks).sum(dim = 1) - return recon_combined, recons, masks, slots, attn_slotwise.unsqueeze(-2).unflatten(-1, x.shape[-2:]) if attn_slotwise else None + return recon_combined, recons, masks, slots, attn_slotwise.unsqueeze(-2).unflatten(-1, x.shape[-2:]) if attn_slotwise is not None else None def training_step(self, batch, batch_idx): """Perform a single training step.""" diff --git a/train_sa.py b/train_sa.py index 1cf29f6..79379b0 100644 --- a/train_sa.py +++ b/train_sa.py @@ -81,8 +81,6 @@ def main(): trainer.fit(model, train_loader, val_loader) - - #### Create datasets vis_dataset = data.get_dataset('train', cfg['data']) vis_loader = DataLoader( diff --git a/visualize_sa.py b/visualize_sa.py index 881d9d4..557a818 100644 --- a/visualize_sa.py +++ b/visualize_sa.py @@ -52,7 +52,7 @@ def main(): #### Create model model = LitSlotAttentionAutoEncoder(resolution, num_slots, num_iterations, cfg=cfg).to(device) checkpoint = torch.load(args.ckpt) - + model.load_state_dict(checkpoint['state_dict']) model.eval() -- GitLab