Commit
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f83df97
1
Parent(s):
c3d45c0
Fixed cnn plot bug
Browse files
app.py
CHANGED
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@@ -232,6 +232,7 @@ def train_model(zip_file,batch_size,lr,epochs,seed,vis_every,
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classicmodel = Classifier(classicbackbone,train_dataset.dataset.classes,config).to(device)
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for cnn_text,cnn_fig,classic_text,classic_fig,cnn_done in train(cnnmodel,classicmodel,train_dataset,val_dataset,BATCH_SIZE,LR,EPOCHS,device,visualize_every=vis_every):
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if cnn_done and not cnn_plotted:
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cnn_history_plots.append(plot([cnn_history['train_acc'],cnn_history['val_acc']],['Training Accuracy','Validation Accuracy'],'Epochs','Accuracy (%)','Training vs Validation Accuracy'))
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cnn_history_plots.append(plot([cnn_history['train_loss'],cnn_history['val_loss']],['Training Loss','Validation Loss'],'Epochs','Loss','Training vs Validation Loss'))
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classicmodel = Classifier(classicbackbone,train_dataset.dataset.classes,config).to(device)
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for cnn_text,cnn_fig,classic_text,classic_fig,cnn_done in train(cnnmodel,classicmodel,train_dataset,val_dataset,BATCH_SIZE,LR,EPOCHS,device,visualize_every=vis_every):
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if cnn_done and not cnn_plotted:
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+
cnn_plotted=True
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cnn_history_plots.append(plot([cnn_history['train_acc'],cnn_history['val_acc']],['Training Accuracy','Validation Accuracy'],'Epochs','Accuracy (%)','Training vs Validation Accuracy'))
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cnn_history_plots.append(plot([cnn_history['train_loss'],cnn_history['val_loss']],['Training Loss','Validation Loss'],'Epochs','Loss','Training vs Validation Loss'))
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