<commit_before>{

	"cnn" : {
		"layers": [
			{
				"convmat_dim" : [5,5],
				"num_filters" : 10,
				"poolsize" :  [2,2],
				"flatten" : false,
				"dropout_factor" : 0.2,
				"update" : true
            },{
				"convmat_dim" : [4,4],
				"num_filters" : 20,
				"poolsize" :  [2,2],
				"flatten" : false,
				"dropout_factor" : 0.2,
				"update" : true
            }	

		],
	  "activation" : "tanh",
	  "use_fast" : false,
	  "do_dropout" : true,
	  "input_dropout_factor" : 0.5,
	},
	

	"mlp" : {

	   "hidden_layers": [60,30],
	   "do_dropout" : true,
	   "dropout_factor" : [0.5,0.5],
	   "activation" : "tanh"
}<commit_msg>Update nnet_spec.json<commit_after>{

	"cnn" : {
		"layers": [
			{
				"convmat_dim" : [5,5],
				"num_filters" : 10,
				"poolsize" :  [2,2],
				"flatten" : false,
				"dropout_factor" : 0.2,
				"update" : true
            },{
				"convmat_dim" : [4,4],
				"num_filters" : 20,
				"poolsize" :  [2,2],
				"flatten" : false,
				"dropout_factor" : 0.2,
				"update" : true
            }	

		],
	  "activation" : "tanh",
	  "use_fast" : false,
	  "do_dropout" : true,
	  "input_dropout_factor" : 0.5,
	},
	

	"mlp" : {

	   "hidden_layers": [60,30],
	   "do_dropout" : true,
	   "dropout_factor" : [0.5,0.5],
	   "activation" : "tanh"
	}
}
{'fraction_non_alphanumeric': 0.2054901960784314, 'fraction_numerical': 0.0407843137254902, 'mean_word_length': 2.1979949874686717, 'pattern_counts': {'":': 4, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1544594', 'n_tokens_mistral': 696, 'n_tokens_neox': 564, 'n_words': 89}