example_config.json

{
  "training": {
    "optimizer": "adam",
    "clip_c": 1,
    "lrate": 0.0001,
    "batch_size": 48,
    "n_gpus": 1
  },
  "management": {
    "monitor_loss": 9600,
    "print_samples": 12800,
    "checkpoint_freq": 640000,
    "eval_freq": 4800000
  },
  "data": {"paths": [
        {
            "train_src": "data/corpora/nmt/training/train.nmt.de-en.en.tok",
            "train_trg": "data/corpora/nmt/training/train.nmt.de-en.de.tok",
            "val_src": "data/corpora/nmt/training/dev.nmt.de-en.en.tok",
            "val_trg": "data/corpora/nmt/training/dev.nmt.de-en.de.tok",
            "taskname": "de-en"
        },
        {
            "train_src": "data/corpora/nmt/training/train.nmt.fr-en.en.tok",
            "train_trg": "data/corpora/nmt/training/train.nmt.fr-en.fr.tok",
            "val_src": "data/corpora/nmt/training/dev.nmt.fr-en.en.tok",
            "val_trg": "data/corpora/nmt/training/dev.nmt.fr-en.fr.tok",
            "taskname": "fr-en"
        }
    ],
        "max_src_length": 90,
        "max_trg_length": 90,
        "task": "multi-seq2seq-nli",
        "save_dir": "data/models/example",
        "load_dir": "auto",
        "nli_train": "data/corpora/allnli.train.txt.clean.noblank",
        "nli_dev": "data/corpora/snli_1.0_dev.txt.clean.noblank",
        "nli_test": "data/corpora/snli_1.0_test.txt.clean.noblank"
	},
    "model": {
    	"dim_src": 2048,
    	"dim_trg": 2048,
    	"dim_word_src": 512,
    	"dim_word_trg": 512,
    	"n_words_src": 80000,
    	"n_words_trg": 30000,
    	"n_layers_src": 1,
    	"bidirectional": true,
        "layernorm": false,
        "dropout": 0.3
    }
}