ef419d7898b165aa74d95e68ca83ebfcfccd00f1,qucumber/test_grads_complex.py,,,#,113

Before Change

num_hidden   = num_visible
D = 1<<num_visible
// Load bases set
bases = np.loadtxt(path_to_bases,dtype=str)
psi_dict = load_target_psi(bases,path_to_target_psi)
fullunitary_dict = load_full_unitaries(bases,path_to_full_unitaries)

//nn_state = ComplexWavefunction(full_unitaries=full_unitary_dictionary,

After Change

num_visible      = train_data.shape[-1]
num_hidden   = num_visible
D = 1<<num_visible
vis = generate_visible_space(num_visible)
bases = []//np.loadtxt(path_to_bases,dtype=str)
with open(path_to_bases) as fin:
    for line in fin:
        bases.append(line.strip())
psi_dict = load_target_psi(bases,path_to_target_psi)
fullunitary_dict = load_full_unitaries(bases,path_to_full_unitaries)

nn_state = ComplexWavefunction(full_unitaries=fullunitary_dict,
                         psi_dictionary=psi_dict,
                         num_visible=num_visible,
                         num_hidden=num_hidden)


Z = partition(nn_state,vis)
compute_numerical_kl(nn_state,psi_dict,vis,Z,unitary_dict,bases)


//print (unitary_dict["X"][:,0,0])

Instances