--- a +++ b/default.json @@ -0,0 +1,27 @@ +{ + "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" +} \ No newline at end of file