Added lr again
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@ -87,7 +87,7 @@ train_ds, val_ds = random_split(dataset, [1300, 299])
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batch_size=50
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batch_size=50
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train_loader = DataLoader(train_ds, batch_size, shuffle=True)
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train_loader = DataLoader(train_ds, batch_size, shuffle=True)
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val_loader = DataLoader(val_ds, batch_size)
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val_loader = DataLoader(val_ds, batch_size)
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lr = 1e-6
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# In[8]:
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# In[8]:
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@ -140,6 +140,7 @@ output_size = len(output_cols)
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def my_config():
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def my_config():
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global epochs
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global epochs
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epochs = numberOfEpochParam
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epochs = numberOfEpochParam
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lr=lr
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model=model
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model=model
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train_loader=train_loader
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train_loader=train_loader
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val_loader=val_loader
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val_loader=val_loader
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@ -203,9 +204,8 @@ with open("result.txt", "w+") as file:
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@ex.automain
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@ex.automain
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def main():
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def main():
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lr = 1e-6
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#my_config()
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#my_config()
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#print("number of epochs is: ", epochs)
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#print("number of epochs is: ", epochs)
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history5 = fit(lr)
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history5 = fit()
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#ex.run()
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#ex.run()
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