params.json

{"params_i2t":{
	"pathToData" : "../../../coco",
	"vocab_path" : "./vocab_coco_full.pkl",
	"vocab_threshold" : 4,
	"noise_im": 64,
	"noise_txt":32,
	"embed_size": 512,
	"max_length": 40,
	"num_encoder_tokens":20,
	"num_decoder_tokens": 10324,
	"word_dim": 300,
	"batch_size":128,
	"num_gpus": 1,
	"img_dim":992,
	"epochs": 300,
	"lambda_1": 1.0,
	"lambda_2": 5000,
	"lambda_3": 200.0,
	"lambda_4": 0.6,
	"lambda_5": 20.0,
	"lambda_5_G": 25.0,
	"chkpt_interval": 300,
	"lr_i_e": 0.00001,
	"beta_1_i_e": 0.0,
	"beta_2_d": 0.999
},

"params_t2i":{
	"pathToData" : "../../../coco",
	"vocab_path" : "./vocab_coco_full.pkl",
	"vocab_threshold" : 4,
	"noise_im": 64,
	"noise_txt":32,
	"embed_size": 512,
	"max_length": 40,
	"num_encoder_tokens":20,
	"num_decoder_tokens": 10324,
	"word_dim": 300,
	"batch_size":63,
	"num_gpus": 3,
	"img_dim":992,
	"epochs": 300,
	"lambda_1": 1.0,
	"lambda_2": 2500.0,
	"lambda_3": 10.0,
	"lambda_4": 0.6,
	"lambda_5": 1.0,
	"lambda_5_G": 2000.0,
	"chkpt_interval":300,
	"lr_i_e": 0.0001,
	"beta_1_i_e": 0.5,
	"beta_2_d": 0.9
}}