INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/897', architecture='cyclic', number_of_states=46, 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: 43.74914125675841
        x: [-7.621e+00  3.970e-01 ...  7.538e-01  7.801e-01]
      nit: 10
      jac: [ 2.487e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 506
     njev: 11
 hess_inv: <45x45 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: 43.7491411953625
        x: [-7.624e+00  8.507e-01 ...  8.464e-01  6.607e-01]
      nit: 10
      jac: [ 2.345e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 506
     njev: 11
 hess_inv: <45x45 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: 43.74913948712911
        x: [-7.696e+00  4.838e-01 ...  7.693e-01  9.821e-02]
      nit: 10
      jac: [ 2.203e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 506
     njev: 11
 hess_inv: <45x45 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: 43.74914042230942
        x: [-7.656e+00  9.537e-01 ...  6.263e-01  1.247e-01]
      nit: 10
      jac: [ 2.345e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 506
     njev: 11
 hess_inv: <45x45 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: 43.749139911961606
        x: [-7.678e+00  2.672e-02 ...  5.529e-01  6.812e-01]
      nit: 10
      jac: [ 2.345e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 506
     njev: 11
 hess_inv: <45x45 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: 43.74915477550746
        x: [-7.182e+00  1.255e-01 ...  5.605e-01  2.301e-02]
      nit: 9
      jac: [ 3.766e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 460
     njev: 10
 hess_inv: <45x45 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: 43.74915864628156
        x: [-7.085e+00  4.686e-01 ...  8.951e-01  8.177e-01]
      nit: 9
      jac: [ 4.192e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 460
     njev: 10
 hess_inv: <45x45 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: 43.74915026887952
        x: [-7.308e+00  1.450e-01 ...  1.641e-01  1.448e-02]
      nit: 9
      jac: [ 3.411e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 460
     njev: 10
 hess_inv: <45x45 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: 43.74915954477799
        x: [-7.063e+00  7.178e-01 ...  2.974e-01  4.304e-02]
      nit: 9
      jac: [ 4.192e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 460
     njev: 10
 hess_inv: <45x45 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: 43.749140869651555
        x: [-7.637e+00  3.636e-01 ...  5.319e-02  8.206e-01]
      nit: 10
      jac: [ 2.416e-05  0.000e+00 ...  0.000e+00  0.000e+00]
     nfev: 506
     njev: 11
 hess_inv: <45x45 LbfgsInvHessProduct with dtype=float64>
