INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/375', architecture='chain', number_of_states=16, log_f='trainig_log', no_mean=1, threads=1, fit='d', training_opt=[10, 20, 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: 32.81905313988064
        x: [-1.817e+00 -1.730e+00 ... -1.729e+00 -1.767e+00]
      nit: 5
      jac: [ 4.974e-06  6.395e-06 ...  6.395e-06  5.684e-06]
     nfev: 96
     njev: 6
 hess_inv: <15x15 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: 32.819053140870075
        x: [-1.764e+00 -1.774e+00 ... -1.777e+00 -1.843e+00]
      nit: 5
      jac: [ 1.137e-05  1.066e-05 ...  9.948e-06  9.237e-06]
     nfev: 96
     njev: 6
 hess_inv: <15x15 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: 32.81905312671107
        x: [-1.782e+00 -1.774e+00 ... -1.769e+00 -1.769e+00]
      nit: 5
      jac: [ 1.421e-05  1.421e-05 ...  1.492e-05  1.421e-05]
     nfev: 96
     njev: 6
 hess_inv: <15x15 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: 32.819053158508424
        x: [-1.800e+00 -1.763e+00 ... -1.762e+00 -1.867e+00]
      nit: 5
      jac: [ 1.137e-05  1.137e-05 ...  1.208e-05  1.137e-05]
     nfev: 96
     njev: 6
 hess_inv: <15x15 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: 32.819053132973956
        x: [-1.770e+00 -1.769e+00 ... -1.766e+00 -1.791e+00]
      nit: 6
      jac: [-7.105e-07 -7.105e-07 ... -2.132e-06 -7.105e-07]
     nfev: 112
     njev: 7
 hess_inv: <15x15 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: 32.81905315398473
        x: [-1.868e+00 -1.765e+00 ... -1.767e+00 -1.769e+00]
      nit: 5
      jac: [ 1.563e-05  1.563e-05 ...  1.563e-05  1.634e-05]
     nfev: 96
     njev: 6
 hess_inv: <15x15 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: 32.819053038871054
        x: [-1.756e+00 -1.758e+00 ... -1.861e+00 -1.781e+00]
      nit: 5
      jac: [ 1.066e-05  1.066e-05 ...  9.948e-06  1.066e-05]
     nfev: 96
     njev: 6
 hess_inv: <15x15 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: 32.819053147368564
        x: [-1.825e+00 -1.781e+00 ... -1.774e+00 -1.762e+00]
      nit: 5
      jac: [ 1.137e-05  1.208e-05 ...  1.137e-05  1.208e-05]
     nfev: 96
     njev: 6
 hess_inv: <15x15 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: 32.81905311025308
        x: [-1.773e+00 -1.802e+00 ... -1.791e+00 -1.796e+00]
      nit: 5
      jac: [ 1.634e-05  1.492e-05 ...  1.563e-05  1.634e-05]
     nfev: 96
     njev: 6
 hess_inv: <15x15 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: 32.81905304325727
        x: [-1.756e+00 -1.774e+00 ... -1.777e+00 -1.780e+00]
      nit: 5
      jac: [ 9.948e-06  9.237e-06 ...  9.237e-06  9.948e-06]
     nfev: 96
     njev: 6
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
