def read_input_1c():

    f = open('data/decode_input.txt','r')

    lines = f.read().splitlines()

    #print(len(lines))
    #print(lines)

    X = lines[:100*128]
    #print(len(X))

    X = np.array(X,dtype = np.float64).reshape((100,128)) # X contains 100 letters of size 128 bits each i.e. 100*128
    #print(X.shape[0])

    W = lines[100*128:100*128+26*128]

    W = np.array(W,dtype = np.float64).reshape((26,128)) # W contains the weights for each of the 26 letters at each of the 128 pixels
    #print(W[0][0])


    T = lines[100*128+26*128:]
    T = np.array(T, dtype = np.float64).reshape((26,26)) # T contains the transitions weights for every pair of letters (non-symmetric).
    #print(T[0][0])