diff --git a/PyTorch/Csv/VRP20_train_0820_15_35.csv b/PyTorch/Csv/VRP20_train_0820_15_35.csv
deleted file mode 100644
index d85f7cb..0000000
--- a/PyTorch/Csv/VRP20_train_0820_15_35.csv
+++ /dev/null
@@ -1,329 +0,0 @@
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diff --git a/PyTorch/Csv/VRP20_train_0821_00_58.csv b/PyTorch/Csv/VRP20_train_0821_00_58.csv
deleted file mode 100644
index 9deb66d..0000000
--- a/PyTorch/Csv/VRP20_train_0821_00_58.csv
+++ /dev/null
@@ -1,319 +0,0 @@
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diff --git a/PyTorch/Csv/VRP20_train_0824_19_17.csv b/PyTorch/Csv/VRP20_train_0824_19_17.csv
new file mode 100644
index 0000000..1743751
--- /dev/null
+++ b/PyTorch/Csv/VRP20_train_0824_19_17.csv
@@ -0,0 +1,5001 @@
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diff --git a/PyTorch/Csv/param_VRP20_train_0821_00_58.csv b/PyTorch/Csv/param_VRP20_train_0821_00_58.csv
deleted file mode 100644
index 921632d..0000000
--- a/PyTorch/Csv/param_VRP20_train_0821_00_58.csv
+++ /dev/null
@@ -1,24 +0,0 @@
-mode,train
-seed,123
-n_customer,20
-batch,512
-batch_steps,2500
-batch_verbose,10
-n_rollout_samples,10000
-epochs,20
-embed_dim,128
-n_heads,8
-tanh_clipping,10.0
-n_encode_layers,3
-lr,0.0001
-warmup_beta,0.8
-wp_epochs,1
-islogger,True
-log_dir,./Csv/
-weight_dir,./Weights/
-pkl_dir,./Pkl/
-cuda_dv,0
-task,VRP20_train
-dump_date,0821_00_58
-pkl_path,./Pkl/VRP20_train.pkl
-n_samples,1280000
diff --git a/PyTorch/Csv/param_VRP20_train_0820_15_35.csv b/PyTorch/Csv/param_VRP20_train_0824_19_17.csv
similarity index 94%
rename from PyTorch/Csv/param_VRP20_train_0820_15_35.csv
rename to PyTorch/Csv/param_VRP20_train_0824_19_17.csv
index 5cca58c..f168efc 100644
--- a/PyTorch/Csv/param_VRP20_train_0820_15_35.csv
+++ b/PyTorch/Csv/param_VRP20_train_0824_19_17.csv
@@ -19,6 +19,6 @@ weight_dir,./Weights/
 pkl_dir,./Pkl/
 cuda_dv,0
 task,VRP20_train
-dump_date,0820_15_35
+dump_date,0824_19_17
 pkl_path,./Pkl/VRP20_train.pkl
 n_samples,1280000
diff --git a/PyTorch/Pkl/VRP20_train.pkl b/PyTorch/Pkl/VRP20_train.pkl
index e0f67ea..560ef48 100644
Binary files a/PyTorch/Pkl/VRP20_train.pkl and b/PyTorch/Pkl/VRP20_train.pkl differ
diff --git a/PyTorch/Weights/VRP20_train_epoch0.pt b/PyTorch/Weights/VRP20_train_epoch0.pt
deleted file mode 100644
index b88f4de..0000000
Binary files a/PyTorch/Weights/VRP20_train_epoch0.pt and /dev/null differ
diff --git a/PyTorch/Weights/VRP20_train_epoch19.pt b/PyTorch/Weights/VRP20_train_epoch19.pt
new file mode 100644
index 0000000..8419fe9
Binary files /dev/null and b/PyTorch/Weights/VRP20_train_epoch19.pt differ
diff --git a/PyTorch/__pycache__/baseline.cpython-36.pyc b/PyTorch/__pycache__/baseline.cpython-36.pyc
index 9d8c885..221bda8 100644
Binary files a/PyTorch/__pycache__/baseline.cpython-36.pyc and b/PyTorch/__pycache__/baseline.cpython-36.pyc differ
diff --git a/PyTorch/__pycache__/config.cpython-36.pyc b/PyTorch/__pycache__/config.cpython-36.pyc
index f0d8761..ec4ff15 100644
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diff --git a/PyTorch/__pycache__/data.cpython-36.pyc b/PyTorch/__pycache__/data.cpython-36.pyc
index 7c10d20..7248220 100644
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diff --git a/PyTorch/__pycache__/decoder.cpython-36.pyc b/PyTorch/__pycache__/decoder.cpython-36.pyc
index 8129e2b..4ac3fb3 100644
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diff --git a/PyTorch/__pycache__/decoder_utils.cpython-36.pyc b/PyTorch/__pycache__/decoder_utils.cpython-36.pyc
index a4b1165..1ea8cd8 100644
Binary files a/PyTorch/__pycache__/decoder_utils.cpython-36.pyc and b/PyTorch/__pycache__/decoder_utils.cpython-36.pyc differ
diff --git a/PyTorch/__pycache__/encoder.cpython-36.pyc b/PyTorch/__pycache__/encoder.cpython-36.pyc
index 87cb3c5..6c4b554 100644
Binary files a/PyTorch/__pycache__/encoder.cpython-36.pyc and b/PyTorch/__pycache__/encoder.cpython-36.pyc differ
diff --git a/PyTorch/__pycache__/layers.cpython-36.pyc b/PyTorch/__pycache__/layers.cpython-36.pyc
index 68a4957..3e9e060 100644
Binary files a/PyTorch/__pycache__/layers.cpython-36.pyc and b/PyTorch/__pycache__/layers.cpython-36.pyc differ
diff --git a/PyTorch/__pycache__/model.cpython-36.pyc b/PyTorch/__pycache__/model.cpython-36.pyc
index b011f8b..cd91d23 100644
Binary files a/PyTorch/__pycache__/model.cpython-36.pyc and b/PyTorch/__pycache__/model.cpython-36.pyc differ
diff --git a/PyTorch/plot.py b/PyTorch/plot.py
index fddeea8..729fe9f 100644
--- a/PyTorch/plot.py
+++ b/PyTorch/plot.py
@@ -125,7 +125,7 @@ def plot_route(data, pi, title, cost, idx_in_batch = 0):
 	with torch.no_grad():
 		cost, _, pi = pretrained(data, return_pi = True)
 	print(f'inference time: {time()-t1}s')
-	# plot_route(data, pi, 'Pretrained', cost[0], 0)
+	plot_route(data, pi, 'Pretrained', cost[0], 0)
 	# model = AttentionModel(embed_dim = 128, n_encode_layers = 3, n_heads = 8, tanh_clipping = 10., FF_hidden = 512)
 	# cost, _, pi = model(data, return_pi = True)
 	# plot_route(data, pi, 'Untrained', cost[idx_min], idx_min)