INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/100', architecture='chain', number_of_states=16, log_f='trainig_log', no_mean=0, threads=1, fit='d', training_opt=[10, 500, 100], opt_options=[1e-06, 1e-06, 15000.0, 10.0])
INFO:root:Best Optimization Result for iteration 0 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042558917421
        x: [-8.188e-01 -8.188e-01 ... -8.188e-01 -8.188e-01]
      nit: 4
      jac: [ 1.306e-05  1.315e-05 ...  1.306e-05  1.323e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 1 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042558959342
        x: [-8.188e-01 -8.188e-01 ... -8.188e-01 -8.188e-01]
      nit: 4
      jac: [ 1.315e-05  1.341e-05 ...  1.350e-05  1.341e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 2 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042558951575
        x: [-8.188e-01 -8.188e-01 ... -8.188e-01 -8.188e-01]
      nit: 4
      jac: [ 1.341e-05  1.350e-05 ...  1.350e-05  1.341e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 3 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042558840812
        x: [-8.188e-01 -8.188e-01 ... -8.188e-01 -8.188e-01]
      nit: 4
      jac: [ 1.315e-05  1.315e-05 ...  1.315e-05  1.315e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 4 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042558837063
        x: [-8.188e-01 -8.188e-01 ... -8.188e-01 -8.188e-01]
      nit: 4
      jac: [ 1.306e-05  1.315e-05 ...  1.315e-05  1.315e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 5 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042557084163
        x: [-8.185e-01 -8.189e-01 ... -8.189e-01 -8.189e-01]
      nit: 4
      jac: [ 8.793e-06  1.403e-05 ...  1.412e-05  1.412e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 6 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042558897304
        x: [-8.188e-01 -8.188e-01 ... -8.188e-01 -8.188e-01]
      nit: 4
      jac: [ 1.323e-05  1.323e-05 ...  1.323e-05  1.323e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 7 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042558862739
        x: [-8.188e-01 -8.188e-01 ... -8.188e-01 -8.188e-01]
      nit: 4
      jac: [ 1.306e-05  1.306e-05 ...  1.306e-05  1.315e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 8 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042554925906
        x: [-8.186e-01 -8.186e-01 ... -8.191e-01 -8.191e-01]
      nit: 4
      jac: [ 1.066e-05  1.066e-05 ...  1.599e-05  1.599e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 9 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 7.412042554857559
        x: [-8.186e-01 -8.186e-01 ... -8.190e-01 -8.190e-01]
      nit: 4
      jac: [ 1.039e-05  1.039e-05 ...  1.563e-05  1.563e-05]
     nfev: 224
     njev: 14
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
