INFO:root:Namespace(input_file='data/far_gaussian.npy', output_dir='outputs/311', architecture='combined', number_of_states=8, log_f='trainig_log', no_mean=0, threads=20, fit='d', training_opt=[10, 1000, 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: 6.455446107885481
        x: [ 1.493e+01 -1.490e+01 ... -5.145e+00 -1.500e+01]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ...  2.205e-04  5.391e-05]
     nfev: 375
     njev: 25
 hess_inv: <14x14 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: 6.455602148653299
        x: [ 1.500e+01 -1.484e+01 ... -5.145e+00 -1.500e+01]
      nit: 20
      jac: [-0.000e+00  0.000e+00 ... -3.020e-06  5.445e-05]
     nfev: 435
     njev: 29
 hess_inv: <14x14 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: 6.2408516804632415
        x: [ 1.483e+01 -1.493e+01 ... -4.740e+00 -1.500e+01]
      nit: 33
      jac: [ 0.000e+00  0.000e+00 ...  9.059e-05  3.268e-05]
     nfev: 690
     njev: 46
 hess_inv: <14x14 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: 6.091781215120917
        x: [ 1.500e+01 -1.488e+01 ... -4.453e+00 -1.500e+01]
      nit: 59
      jac: [-0.000e+00  0.000e+00 ...  4.530e-05  2.398e-05]
     nfev: 1560
     njev: 104
 hess_inv: <14x14 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: 6.455504515374167
        x: [ 1.500e+01 -1.500e+01 ... -5.145e+00 -1.500e+01]
      nit: 17
      jac: [ 0.000e+00  0.000e+00 ... -2.585e-05  5.240e-05]
     nfev: 375
     njev: 25
 hess_inv: <14x14 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: 6.091777103623257
        x: [ 1.500e+01 -1.500e+01 ... -4.453e+00 -1.500e+01]
      nit: 40
      jac: [-0.000e+00  0.000e+00 ... -2.101e-04  2.691e-05]
     nfev: 900
     njev: 60
 hess_inv: <14x14 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: 6.455567300860847
        x: [ 1.500e+01 -1.497e+01 ... -5.146e+00 -1.500e+01]
      nit: 27
      jac: [-0.000e+00  0.000e+00 ... -1.208e-04  5.258e-05]
     nfev: 540
     njev: 36
 hess_inv: <14x14 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: 6.240476288460992
        x: [ 1.493e+01 -1.500e+01 ... -4.739e+00 -1.500e+01]
      nit: 32
      jac: [ 0.000e+00  0.000e+00 ...  1.637e-04  3.570e-05]
     nfev: 555
     njev: 37
 hess_inv: <14x14 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: 5.977875664457323
        x: [ 1.500e+01 -1.500e+01 ... -4.229e+00 -1.500e+01]
      nit: 54
      jac: [-0.000e+00  0.000e+00 ...  7.905e-06  2.167e-05]
     nfev: 1455
     njev: 97
 hess_inv: <14x14 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: 6.091777387559376
        x: [ 1.489e+01 -1.493e+01 ... -4.452e+00 -1.500e+01]
      nit: 48
      jac: [ 0.000e+00  0.000e+00 ... -4.752e-05  2.416e-05]
     nfev: 1170
     njev: 78
 hess_inv: <14x14 LbfgsInvHessProduct with dtype=float64>
