baseline/python/mead/config/ptb-convchar.json at master · ijindal/baseline · GitHub

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{
    "task": "lm",
    "batchsz": 20,
    "unif": 0.05,
    "nbptt": 35,
    "charsz": 16,
    "preproc": {
        "mxwlen": 40,
        "lower": true
    },
    "backend": "tensorflow",
    "dataset": "ptb",
    "loader": {
	"reader_type": "default",
	"tgt_key": "word"
    },
    "features": [{
	"name": "word",
	"vectorizer": {
	    "type": "token1d",
	    "fields": "conv-char",

	},
	"embeddings": {
	    "cfiltsz": [1,2,3,4,5,6,7],
            "nfeat_factor": 50,
            "gating": "highway",
            "num_gates": 2
	    "dsz": 650
	}
    }],
    "model": {
        "model_type": "default",
        "hsz": 650,
        "layers": 2,
    },
    "train": {
        "epochs": 25,
        "patience": 40000,
        "optim": "sgd",
        "eta": 20.0,
        "mom": 0.0,
        "do_early_stopping": true,
        "clip": 0.25
    }
}