arithmetic.sh

arithmetic.sh

python -m spinn.models.fat_classifier \
    --batch_size 40 \
    --data_type arithmetic \
    --eval_data_path ../../spinn/python/spinn/data/arithmetic/simple5_last1k.tsv \
    --log_path ../logs \
    --ckpt_path ../logs \
    --model_dim 50 \
    --model_type RLSPINN \
    --seq_length 50 \
    --training_data_path ../../spinn/python/spinn/data/arithmetic/simple5_first10k.tsv \
    --word_embedding_dim 40 \
    --eval_interval_steps 100 \
    --tracking_lstm_hidden_dim 44 \
    --transition_weight 1.0 \
    --transition_weight 0.6 \
    --statistics_interval_steps 100 \
    --semantic_classifier_keep_rate 0.90 \
    --use_internal_parser \
    --l2_lambda 2.75e-05 \
    --learning_rate 0.0001 \
    --gpu 0 \
    --optimizer_type RMSprop \
    --training_steps 100000 \
    --rl_baseline ema \
    --experiment_name arithmetic-exp