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| import torch | |
| # Data configuration | |
| DATA_FILE=r'D:\Anudeep\Project\tenglish_dataset\telugu_asr\train-00000-of-00001-20a6e56929a59ecf.parquet' | |
| TELUGUISH_COL = 'translit' | |
| TELUGU_COL = 'text' | |
| # Model hyperparameters | |
| EMBEDDING_DIM = 256 | |
| HIDDEN_DIM = 512 | |
| GNN_LAYERS = 3 | |
| DROPOUT = 0.5 | |
| DEVICE = 'cuda' if torch.cuda.is_available() else 'cpu' | |
| # Training configuration | |
| LEARNING_RATE = 0.001 | |
| BATCH_SIZE = 16 | |
| NUM_EPOCHS = 5 | |
| MODEL_PATH = 'gnn_transliteration.pth' | |
| # Special tokens | |
| PAD_TOKEN = 0 | |
| SOS_TOKEN = 1 # Start of Sequence | |
| EOS_TOKEN = 2 # End of Sequence |