config.json

{
	"paths":{
		"cnn_save_path"		: "save_models/cnn_rnn_attn/cnn.model",
		"rnn_save_path" 	: "save_models/cnn_rnn_attn/rnn.model",
		"save_loss_path"	: "save_models/cnn_rnn_attn/loss.csv",
		"label_list_file"	: "dataset/labels.txt",
		"train_dir"			: "dataset/train/images/",
		"train_labels_file"	: "dataset/train/labels.csv",
		"val_dir"			: "dataset/val/images/",
		"val_labels_file"	: "dataset/val/labels.csv",
		"test_dir"			: "dataset/test/images",
		"submission_file"	: "submission.csv"
	},
	"model":{
		"embed_size"		: 128,
		"hidden_size"		: 512,
		"total_size"		: 64
	},
	"training":{
		"n_epoch_1"			: 15,
		"n_epoch_2"			: 20,
		"lr_1"				: 1e-3,
		"lr_2"				: 1e-4,
		"lr_1_decay"		: 1.6,
		"lr_2_decay"		: 1.4,
		"load_intial"		: false,
		"batch_size"		: 32,
		"n_workers"			: 4,
		"use_gpu"			: true,
		"cuda_device"		: 0,
		"n_batch_print"		: 50,
		"attention"			: true,
		"draw_image"		: false
	}
}