task3/lstm.sh

#!/bin/bash


MODE="train"
MODEL_PATH="./seq2seq_model.pth"
BATCH_SIZE=196
EPOCHS=15
EMBEDDING_DIM=300
HIDDEN_DIM=600
ENCODER_NUM_LAYERS=1
DECODER_NUM_LAYERS=1
SAVE_PATH="./seq2seq_model.pth"

while [[ "$#" -gt 0 ]]; do
    case $1 in
        --mode) MODE="$2"; shift ;;
        --model_path) MODEL_PATH="$2"; shift ;;
        --batch_size) BATCH_SIZE="$2"; shift ;;
        --epochs) EPOCHS="$2"; shift ;;
        --embedding_dim) EMBEDDING_DIM="$2"; shift ;;
        --hidden_dim) HIDDEN_DIM="$2"; shift ;;
        --encoder_num_layers) ENCODER_NUM_LAYERS="$2"; shift ;;
        --decoder_num_layers) DECODER_NUM_LAYERS="$2"; shift ;;
        --save_path) SAVE_PATH="$2"; shift ;;
        *) echo "Unknown parameter: $1"; exit 1 ;;
    esac
    shift
done

if [[ "$MODE" == "eval" || "$MODE" == "translate" ]] && [[ -z "$MODEL_PATH" ]]; then
    MODEL_PATH="./data/seq2seq_model.pth"
fi

python lstm.py \
    --mode "$MODE" \
    --model_path "$MODEL_PATH" \
    --batch_size "$BATCH_SIZE" \
    --epochs "$EPOCHS" \
    --embedding_dim "$EMBEDDING_DIM" \
    --hidden_dim "$HIDDEN_DIM" \
    --encoder_num_layers "$ENCODER_NUM_LAYERS" \
    --decoder_num_layers "$DECODER_NUM_LAYERS" \
    --save_path "$SAVE_PATH"