{
    "_comment": " model parameters",
    "model":{
	"type_map":		["O", "H"],
	"descriptor" :{
	    "type":		"se_e2_a",
	    "sel":		[46, 92],
	    "rcut_smth":	3.80,
	    "rcut":		4.00,
	    "neuron":		[25, 50, 100],
	    "resnet_dt":	false,
	    "axis_neuron":	6,
	    "seed":		1
	},
	"fitting_net": {
	    "type":		"dipole",
	    "sel_type":		[0],
	    "neuron":		[100, 100, 100],
	    "resnet_dt":	true,
	    "seed":		1
	},
	"_comment":	" that's all"
    },
    
    "learning_rate" :{
	"type":		"exp",
	"start_lr":	0.01,
	"stop_lr":	1e-8,
	"decay_steps":	5000,
	"_comment":	"that's all"
    },

	"loss": {
		"type":"tensor",
		"pref":1.0,
		"pref_atomic":1.0,
		"_comment": " that's all"
	},

    "_comment": " traing controls",
    "training": {
	"systems":	["data_modifier/sys_10"], 
	"set_prefix":	"set",    
	"stop_batch":	1000000,
	"batch_size":	4,

	"seed":		1,

	"_comment": " display and restart",
	"_comment": " frequencies counted in batch",
	"disp_file":	"lcurve.out",
	"disp_freq":	100,
	"numb_test":	5,
	"save_freq":	500,
	"save_ckpt":	"model.ckpt",
	"load_ckpt":	"model.ckpt",
	"disp_training":true,
	"time_training":true,
	"_comment":	"that's all"
    },

    "_comment":		"that's all"
}

