From 6563a107eebfa31d8210d534da034a82f5e40b80 Mon Sep 17 00:00:00 2001
From: alexcbb <alexchapin@hotmail.fr>
Date: Wed, 26 Jul 2023 15:08:07 +0200
Subject: [PATCH] Resolve issue on output model

---
 .visualisation_90000.png | Bin 0 -> 33808 bytes
 osrt/model.py            |   2 +-
 train_sa.py              |   2 --
 visualize_sa.py          |   2 +-
 4 files changed, 2 insertions(+), 4 deletions(-)
 create mode 100644 .visualisation_90000.png

diff --git a/.visualisation_90000.png b/.visualisation_90000.png
new file mode 100644
index 0000000000000000000000000000000000000000..6b5f312d0b2bacc14a66db604b930f9bf43aaad2
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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()
-- 
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