<commit_before>{
    "Version" : 0.8,
    "Name" : "<NAME>",
    "Kind" : "FeedForward",

    "ShuffleIndices" : false,


    "ScaledMarginalCrossEntropy" : {
        "oneTarget" : 1.0,
        "zeroTarget" : 0.0,
        "oneScale" : 1.0,
        "zeroScale" : 1.0
    },
    "Layers" : [
        { "Name" : "Input", "Kind" : "Input", "N" : "auto", "DataSet" : "gl_input", "Sparse" : true },
        { "Name" : "Hidden1", "Kind" : "Hidden", "Type" : "FullyConnected", "Source" : "Input", "N" : 1024, "Activation" : "Sigmoid", "Sparse" : false, "pDropout" : 0.5, "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01 } },
        { "Name" : "Hidden2", "Kind" : "Hidden", "Type" : "FullyConnected", "Source" : ["Hidden1"], "N" : 1024, "Activation" : "Sigmoid", "Sparse" : false, "pDropout" : 0.5, "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01 } },
        { "Name" : "Hidden3", "Kind" : "Hidden", "Type" : "FullyConnected", "Source" : ["Hidden2"], "N" : 1024, "Activation" : "Sigmoid", "Sparse" : false, "pDropout" : 0.5, "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01 } },<commit_msg>Checking in Config<commit_after>{
    "Version" : 0.8,
    "Name" : "Network",
    "Kind" : "FeedForward",

    "ShuffleIndices" : false,


    "ScaledMarginalCrossEntropy" : {
        "oneTarget" : 1.0,
        "zeroTarget" : 0.0,
        "oneScale" : 1.0,
        "zeroScale" : 1.0
    },
    "Layers" : [
        { "Name" : "Input", "Kind" : "Input", "N" : "auto", "DataSet" : "gl_input", "Sparse" : true },
        { "Name" : "Hidden1", "Kind" : "Hidden", "Type" : "FullyConnected", "Source" : "Input", "N" : 1024, "Activation" : "Sigmoid", "Sparse" : false, "pDropout" : 0.5, "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01 } },
        { "Name" : "Hidden2", "Kind" : "Hidden", "Type" : "FullyConnected", "Source" : ["Hidden1"], "N" : 1024, "Activation" : "Sigmoid", "Sparse" : false, "pDropout" : 0.5, "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01 } },
        { "Name" : "Hidden3", "Kind" : "Hidden", "Type" : "FullyConnected", "Source" : ["Hidden2"], "N" : 1024, "Activation" : "Sigmoid", "Sparse" : false, "pDropout" : 0.5, "WeightInit" : { "Scheme" : "Gaussian", "Scale" : 0.01 } },
{'fraction_non_alphanumeric': 0.24615384615384617, 'fraction_numerical': 0.03800904977375565, 'mean_word_length': 3.195445920303605, 'pattern_counts': {'":': 0, '<': 4, '<?xml version=': 0, '>': 4, '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': '3490344', 'n_tokens_mistral': 924, 'n_tokens_neox': 859, 'n_words': 186}