config_en_fr_attention_wmt14.json

{
  "training": {
    "optimizer": "adam",
    "clip_c": 1,
    "lrate": 0.0001
  },
  "management": {
    "monitor_loss": 1000,
    "print_samples": 20000
  },
  "data": {
    "src": "/data/lisatmp4/subramas/datasets/nmt/en-fr/data/europarl-v7.fr-en.tok.true.clean.fr",
    "trg": "/data/lisatmp4/subramas/datasets/nmt/en-fr/data/europarl-v7.fr-en.tok.true.clean.en",
    "test_src": "/data/lisatmp4/subramas/datasets/nmt/en-fr/data/newstest2011.fr.true.tok",
    "test_trg": "/data/lisatmp4/subramas/datasets/nmt/en-fr/data/newstest2011.en.true.tok",
    "batch_size": 80,
    "n_words_trg": 30000,
    "valid_batch_size": 80,
    "n_words_src": 30000,
    "max_src_length": 50,
    "max_trg_length": 50,
    "task": "translation",
    "save_dir": "/data/lisatmp4/subramas/models/torch_seq2seq",
    "load_dir": false
  },
  "model": {
    "dim": 1000,
    "dim_trg": 1000,
    "use_dropout": false,
    "dim_word_src": 500,
    "n_words_src": 30000,
    "n_words": 30000,
    "dim_word_trg": 500,
    "n_layers_src": 2,
    "n_layers_trg": 1,
    "bidirectional": true,
    "src_lang": "fr",
    "trg_lang": "en",
    "decode": "greedy",
    "seq2seq": "attention",
    "optimizer": "adam"
  }
}