[d129b2]: / default.json

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{
"data_dir" : "gs://storage.andrewrpatterson.com/datasets/debug",
"output_dir" : "/Users/apatterson/Desktop/",
"training_data" : "train.csv",
"validation_data" :"validation.csv",
"test_data" : "test.csv",
"num_train_examples": 3835,
"max_sequence_length": 512,
"warmup_proportion": 0.1,
"device": "cpu",
"classifier" : "bert-general",
"tokenizer" : "bert-base-uncased",
"pretrained_model" : "bert-base-uncased",
"experiment_name": "default",
"epochs": 5,
"train_batch_size": 16,
"gradient_accumulation_steps": 4,
"eval_batch_size": 16,
"learning_rate": 0.01,
"target": "readm_30d",
"datareader": "one-doc",
"vocab_size": 30000,
"embed_size": 100,
"num_layers": 12,
"validation_metric": "roc",
"evaluator": "std"
}