DAMSL-CS224N-FinalProject/meta_params.json at master · ANarayan/DAMSL-CS224N-FinalProject · GitHub

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{
    "model" : {
        "embed_dim" : 300,
        "sentence_hidden_dim" : 256,
        "hierarchial_hidden_dim" : 512,
        "da_hidden_dim" : 64,
        "da_embed_size" : 50,
        "ff_hidden_dim" : 256,
        "ff_dropout_prob": 0.3,
        "batch_size" : 128,
        "num_slots" : 35,
        "ngrams" : ["3"]
    },

    "training" : {
        "learning_rate" : 0.001
    },

    "meta_training" : {
        "meta_epochs": 20,
        "meta_outer_batch_size": 3,
        "meta_inner_batch_size": 128,
        "meta_learning_rate": 0.001,
        "meta_optimizer": "Adam",
        "grad_clip" : 5.0
    },

    "data" : {
        "batch_size": 128,
        "num_of_slots": 35,
        "shuffle": 1,
        "eval_batch_size": 1,
        "num_workers": 1
    }
}