INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/283', architecture='combined', number_of_states=16, 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: 3.0353603198518426
        x: [ 1.505e+00 -1.239e+00 ...  5.509e+00 -4.338e+00]
      nit: 66
      jac: [-1.972e-05  9.104e-06 ...  3.375e-06  1.217e-05]
     nfev: 2201
     njev: 71
 hess_inv: <30x30 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: 3.035281364099218
        x: [ 1.478e+00 -1.258e+00 ...  5.968e+00 -4.577e+00]
      nit: 96
      jac: [-1.451e-04  1.369e-04 ...  3.464e-06  6.128e-06]
     nfev: 3255
     njev: 105
 hess_inv: <30x30 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: 3.035285440224208
        x: [ 1.500e+00 -1.241e+00 ...  5.126e+00 -4.820e+00]
      nit: 132
      jac: [-1.054e-04  1.050e-04 ...  1.048e-05  1.119e-05]
     nfev: 4371
     njev: 141
 hess_inv: <30x30 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: 3.0352818711803535
        x: [ 1.466e+00 -1.272e+00 ...  4.754e+00 -4.663e+00]
      nit: 134
      jac: [ 4.219e-06 -8.158e-05 ...  1.257e-05  1.896e-05]
     nfev: 4526
     njev: 146
 hess_inv: <30x30 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: 3.0352916041315128
        x: [ 1.517e+00 -1.239e+00 ...  5.047e+00 -4.176e+00]
      nit: 84
      jac: [ 4.008e-04 -4.618e-04 ...  2.132e-06  2.305e-05]
     nfev: 2821
     njev: 91
 hess_inv: <30x30 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: 3.0353055558502935
        x: [ 1.416e+00 -1.314e+00 ...  6.102e+00 -4.658e+00]
      nit: 68
      jac: [ 7.652e-05 -1.659e-04 ...  3.952e-06  5.018e-06]
     nfev: 2263
     njev: 73
 hess_inv: <30x30 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: 3.035287805819886
        x: [ 1.492e+00 -1.249e+00 ...  5.471e+00 -4.944e+00]
      nit: 83
      jac: [-1.803e-05  3.024e-05 ...  9.415e-06  6.972e-06]
     nfev: 2759
     njev: 89
 hess_inv: <30x30 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: 3.0353036698020857
        x: [ 1.506e+00 -1.241e+00 ...  5.015e+00 -4.714e+00]
      nit: 96
      jac: [ 8.087e-05 -1.311e-04 ...  1.097e-05  1.386e-05]
     nfev: 3317
     njev: 107
 hess_inv: <30x30 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: 3.035316758070358
        x: [ 1.560e+00 -1.195e+00 ...  4.693e+00 -4.017e+00]
      nit: 80
      jac: [ 8.291e-05 -3.193e-05 ... -2.665e-06  3.841e-05]
     nfev: 2666
     njev: 86
 hess_inv: <30x30 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: 3.035347731575736
        x: [ 1.536e+00 -1.214e+00 ...  4.972e+00 -4.102e+00]
      nit: 93
      jac: [ 7.887e-05 -2.975e-06 ...  1.510e-06  2.638e-05]
     nfev: 3131
     njev: 101
 hess_inv: <30x30 LbfgsInvHessProduct with dtype=float64>
