INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/289', architecture='combined', number_of_states=28, log_f='trainig_log', no_mean=1, 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: 3.0300793205895937
        x: [ 1.844e+00 -9.555e-01 ...  3.110e-01  4.022e-01]
      nit: 196
      jac: [ 4.379e-05 -1.036e-04 ...  0.000e+00  0.000e+00]
     nfev: 11935
     njev: 217
 hess_inv: <54x54 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: 3.026317121730892
        x: [ 1.959e+00 -8.565e-01 ...  9.421e-01  6.138e-01]
      nit: 174
      jac: [ 1.359e-05 -1.374e-04 ...  0.000e+00  0.000e+00]
     nfev: 10560
     njev: 192
 hess_inv: <54x54 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: 3.030559652324664
        x: [ 1.816e+00 -9.762e-01 ...  3.658e-01  9.023e-01]
      nit: 144
      jac: [-2.003e-05  6.128e-05 ...  0.000e+00  0.000e+00]
     nfev: 8635
     njev: 157
 hess_inv: <54x54 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: 3.0254937656903036
        x: [ 2.237e+00 -6.027e-01 ...  3.291e-01  2.570e-01]
      nit: 189
      jac: [-8.891e-05  1.422e-04 ...  0.000e+00  0.000e+00]
     nfev: 11605
     njev: 211
 hess_inv: <54x54 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: 3.0256705404553648
        x: [ 2.082e+00 -7.441e-01 ...  2.397e-01  7.863e-01]
      nit: 190
      jac: [-2.474e-05  3.748e-05 ...  0.000e+00  0.000e+00]
     nfev: 11550
     njev: 210
 hess_inv: <54x54 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: 3.0301501651732554
        x: [ 1.887e+00 -9.168e-01 ...  1.631e-02  8.048e-01]
      nit: 161
      jac: [ 8.882e-08 -2.456e-05 ...  0.000e+00  0.000e+00]
     nfev: 9735
     njev: 177
 hess_inv: <54x54 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: 3.0301184207789507
        x: [ 1.983e+00 -8.310e-01 ...  9.347e-01  3.019e-01]
      nit: 129
      jac: [-1.674e-05  6.763e-05 ...  0.000e+00  0.000e+00]
     nfev: 7920
     njev: 144
 hess_inv: <54x54 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: 3.03069354571049
        x: [ 1.720e+00 -1.058e+00 ...  7.929e-01  4.841e-01]
      nit: 78
      jac: [-1.106e-04  1.023e-04 ...  0.000e+00  0.000e+00]
     nfev: 4675
     njev: 85
 hess_inv: <54x54 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: 3.0302128999179376
        x: [ 1.915e+00 -8.909e-01 ...  7.649e-01  8.315e-01]
      nit: 110
      jac: [-2.163e-05  2.536e-05 ...  0.000e+00  0.000e+00]
     nfev: 6435
     njev: 117
 hess_inv: <54x54 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: 3.025528162297733
        x: [ 2.173e+00 -6.640e-01 ...  5.457e-01  9.651e-01]
      nit: 211
      jac: [ 2.327e-05 -4.299e-05 ...  0.000e+00  0.000e+00]
     nfev: 13255
     njev: 241
 hess_inv: <54x54 LbfgsInvHessProduct with dtype=float64>
