INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/600', architecture='combined', number_of_states=38, log_f='trainig_log', no_mean=1, 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: 3.0324039630626856
        x: [ 1.654e+00 -1.117e+00 ...  3.873e-01  7.841e-01]
      nit: 122
      jac: [ 7.931e-05 -5.689e-05 ...  0.000e+00  0.000e+00]
     nfev: 9900
     njev: 132
 hess_inv: <74x74 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: 3.034866922896301
        x: [ 1.612e+00 -1.151e+00 ...  5.567e-01  5.058e-01]
      nit: 70
      jac: [-6.306e-06  1.745e-05 ...  0.000e+00  0.000e+00]
     nfev: 5550
     njev: 74
 hess_inv: <74x74 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: 3.0311397950757697
        x: [ 1.653e+00 -1.114e+00 ...  2.974e-01  4.459e-01]
      nit: 123
      jac: [-1.064e-04  1.083e-04 ...  0.000e+00  0.000e+00]
     nfev: 10500
     njev: 140
 hess_inv: <74x74 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: 3.0366005390816317
        x: [ 1.347e+00 -1.368e+00 ...  1.387e-01  6.557e-01]
      nit: 76
      jac: [ 7.550e-07 -5.924e-05 ...  0.000e+00  0.000e+00]
     nfev: 6075
     njev: 81
 hess_inv: <74x74 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: 3.0365535258495395
        x: [ 1.359e+00 -1.357e+00 ...  4.864e-01  2.285e-01]
      nit: 88
      jac: [-2.891e-05 -2.776e-05 ...  0.000e+00  0.000e+00]
     nfev: 7350
     njev: 98
 hess_inv: <74x74 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: 3.03114163073646
        x: [ 1.707e+00 -1.071e+00 ...  2.024e-01  7.334e-02]
      nit: 88
      jac: [ 3.819e-05 -3.304e-05 ...  0.000e+00  0.000e+00]
     nfev: 7425
     njev: 99
 hess_inv: <74x74 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: 3.034825233966127
        x: [ 1.564e+00 -1.190e+00 ...  8.294e-01  6.612e-01]
      nit: 68
      jac: [-2.260e-05  3.313e-05 ...  0.000e+00  0.000e+00]
     nfev: 5625
     njev: 75
 hess_inv: <74x74 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: 3.0348547372991934
        x: [ 1.630e+00 -1.138e+00 ...  7.249e-01  3.816e-01]
      nit: 85
      jac: [ 1.619e-04 -1.263e-04 ...  0.000e+00  0.000e+00]
     nfev: 7200
     njev: 96
 hess_inv: <74x74 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: 3.0314972407293537
        x: [ 1.649e+00 -1.117e+00 ...  7.392e-01  3.315e-01]
      nit: 152
      jac: [-1.107e-04  1.435e-04 ...  0.000e+00  0.000e+00]
     nfev: 12675
     njev: 169
 hess_inv: <74x74 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: 3.0306685596950036
        x: [ 1.758e+00 -1.034e+00 ...  8.437e-01  6.433e-01]
      nit: 133
      jac: [ 2.365e-04 -3.417e-04 ...  0.000e+00  0.000e+00]
     nfev: 11175
     njev: 149
 hess_inv: <74x74 LbfgsInvHessProduct with dtype=float64>
