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Update app.py
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app.py
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@@ -13,14 +13,8 @@ import torch.optim as optim
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from torch.utils.data import DataLoader, Dataset, DistributedSampler
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from transformers import AutoModel, AutoTokenizer
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from torchvision import models, transforms
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from sklearn.model_selection import train_test_split
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from sklearn.utils.class_weight import compute_class_weight
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from sklearn.metrics import precision_recall_fscore_support, accuracy_score
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from torch.cuda.amp import GradScaler, autocast
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import numpy as np
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import torch.multiprocessing as mp
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import torch.distributed as dist
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import matplotlib.pyplot as plt
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# --- Define the Model ---
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class FineGrainedClassifier(nn.Module):
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from torch.utils.data import DataLoader, Dataset, DistributedSampler
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from transformers import AutoModel, AutoTokenizer
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from torchvision import models, transforms
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from torch.cuda.amp import GradScaler, autocast
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import numpy as np
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# --- Define the Model ---
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class FineGrainedClassifier(nn.Module):
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