INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/361', architecture='escape_chain', number_of_states=18, 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: 29.121731241995555
        x: [-1.500e+01 -1.500e+01 ...  3.061e-01 -5.548e+00]
      nit: 24
      jac: [ 0.000e+00  0.000e+00 ...  2.274e-05  2.171e-04]
     nfev: 612
     njev: 34
 hess_inv: <17x17 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: 29.121766918133268
        x: [-1.500e+01 -1.500e+01 ...  3.111e-01 -5.367e+00]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ...  1.833e-04  2.604e-04]
     nfev: 666
     njev: 37
 hess_inv: <17x17 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: 29.12176662971222
        x: [-1.500e+01 -1.500e+01 ...  3.057e-01 -5.362e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ...  1.172e-05  2.611e-04]
     nfev: 684
     njev: 38
 hess_inv: <17x17 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: 29.121686507827608
        x: [-1.500e+01 -1.500e+01 ...  3.019e-01 -5.730e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ... -1.112e-04  1.812e-04]
     nfev: 630
     njev: 35
 hess_inv: <17x17 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: 29.121742961011005
        x: [-1.500e+01 -1.500e+01 ...  3.043e-01 -5.464e+00]
      nit: 24
      jac: [ 3.553e-07  3.553e-07 ... -3.482e-05  2.363e-04]
     nfev: 594
     njev: 33
 hess_inv: <17x17 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: 29.12178524908673
        x: [-1.500e+01 -1.500e+01 ...  3.065e-01 -5.298e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ...  3.695e-05  2.785e-04]
     nfev: 684
     njev: 38
 hess_inv: <17x17 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: 29.12179433737395
        x: [-1.500e+01 -1.500e+01 ...  3.016e-01 -5.319e+00]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ... -1.229e-04  2.728e-04]
     nfev: 648
     njev: 36
 hess_inv: <17x17 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: 29.121697949237227
        x: [-1.500e+01 -1.500e+01 ...  3.045e-01 -5.695e+00]
      nit: 24
      jac: [ 0.000e+00  0.000e+00 ... -3.020e-05  1.872e-04]
     nfev: 702
     njev: 39
 hess_inv: <17x17 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: 29.12177103926142
        x: [-1.500e+01 -1.500e+01 ...  3.052e-01 -5.344e+00]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ... -6.040e-06  2.661e-04]
     nfev: 594
     njev: 33
 hess_inv: <17x17 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: 29.12178278655526
        x: [-1.500e+01 -1.500e+01 ...  3.055e-01 -5.422e+00]
      nit: 25
      jac: [ 7.105e-07  7.105e-07 ...  4.263e-06  2.466e-04]
     nfev: 594
     njev: 33
 hess_inv: <17x17 LbfgsInvHessProduct with dtype=float64>
