INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/340', architecture='escape_chain', number_of_states=6, log_f='trainig_log', no_mean=0, 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: 34.94124344341869
        x: [-1.386e+00 -1.098e+00 -6.928e-01 -1.006e-03 -6.141e+00]
      nit: 7
      jac: [ 4.263e-06  5.684e-06  1.350e-05 -2.487e-05  1.080e-04]
     nfev: 78
     njev: 13
 hess_inv: <5x5 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: 34.94125177447012
        x: [-1.386e+00 -1.099e+00 -6.929e-01 -3.740e-04 -6.066e+00]
      nit: 7
      jac: [ 5.684e-06  2.842e-06  9.948e-06 -9.237e-06  1.158e-04]
     nfev: 78
     njev: 13
 hess_inv: <5x5 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: 34.941268082646346
        x: [-1.386e+00 -1.098e+00 -6.927e-01 -1.060e-03 -5.934e+00]
      nit: 7
      jac: [ 2.842e-06  6.395e-06  1.421e-05 -2.700e-05  1.315e-04]
     nfev: 78
     njev: 13
 hess_inv: <5x5 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: 34.94124202329462
        x: [-1.386e+00 -1.098e+00 -6.928e-01 -1.078e-03 -6.154e+00]
      nit: 7
      jac: [ 2.842e-06  5.684e-06  1.279e-05 -2.700e-05  1.066e-04]
     nfev: 78
     njev: 13
 hess_inv: <5x5 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: 34.941248930391545
        x: [-1.386e+00 -1.098e+00 -6.928e-01 -1.005e-03 -6.091e+00]
      nit: 7
      jac: [ 4.263e-06  1.492e-05  9.948e-06 -2.487e-05  1.130e-04]
     nfev: 78
     njev: 13
 hess_inv: <5x5 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: 34.94125698135289
        x: [-1.386e+00 -1.098e+00 -6.930e-01 -3.142e-04 -6.022e+00]
      nit: 7
      jac: [ 3.553e-06  9.948e-06  6.395e-06 -7.816e-06  1.208e-04]
     nfev: 78
     njev: 13
 hess_inv: <5x5 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: 34.94123015377373
        x: [-1.386e+00 -1.098e+00 -6.929e-01 -6.861e-04 -6.273e+00]
      nit: 7
      jac: [ 2.842e-06  8.527e-06  8.527e-06 -1.705e-05  9.379e-05]
     nfev: 78
     njev: 13
 hess_inv: <5x5 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: 34.941246389168626
        x: [-1.386e+00 -1.099e+00 -6.928e-01 -6.504e-04 -6.114e+00]
      nit: 7
      jac: [ 5.684e-06  4.263e-06  1.137e-05 -1.563e-05  1.108e-04]
     nfev: 78
     njev: 13
 hess_inv: <5x5 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: 34.94123690875928
        x: [-1.386e+00 -1.098e+00 -6.928e-01 -1.065e-03 -6.203e+00]
      nit: 7
      jac: [ 2.842e-06  4.263e-06  1.208e-05 -2.700e-05  1.009e-04]
     nfev: 78
     njev: 13
 hess_inv: <5x5 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: 34.94127543954947
        x: [-1.386e+00 -1.098e+00 -6.927e-01 -1.111e-03 -5.880e+00]
      nit: 7
      jac: [ 3.553e-06  7.816e-06  1.563e-05 -2.771e-05  1.393e-04]
     nfev: 78
     njev: 13
 hess_inv: <5x5 LbfgsInvHessProduct with dtype=float64>
