INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/443', architecture='escape_chain', number_of_states=44, log_f='trainig_log', no_mean=1, threads=1, 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: 8.410981880143988
        x: [-1.114e+01 -1.118e+01 ...  5.232e-01 -8.020e+00]
      nit: 32
      jac: [ 1.261e-05  1.226e-05 ... -3.553e-07  1.048e-05]
     nfev: 1496
     njev: 34
 hess_inv: <43x43 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: 8.410915344467544
        x: [-1.195e+01 -1.195e+01 ...  5.232e-01 -8.630e+00]
      nit: 33
      jac: [ 5.507e-06  5.507e-06 ... -1.776e-07  5.684e-06]
     nfev: 1628
     njev: 37
 hess_inv: <43x43 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: 8.410964208932072
        x: [-1.127e+01 -1.124e+01 ...  5.233e-01 -7.991e+00]
      nit: 33
      jac: [ 1.119e-05  1.137e-05 ...  0.000e+00  1.084e-05]
     nfev: 1584
     njev: 36
 hess_inv: <43x43 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: 8.410933382221238
        x: [-1.159e+01 -1.147e+01 ...  5.233e-01 -8.195e+00]
      nit: 33
      jac: [ 7.994e-06  9.237e-06 ...  0.000e+00  8.704e-06]
     nfev: 1584
     njev: 36
 hess_inv: <43x43 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: 8.410981985949457
        x: [-1.108e+01 -1.105e+01 ...  5.250e-01 -7.824e+00]
      nit: 32
      jac: [ 1.350e-05  1.403e-05 ...  3.570e-05  1.261e-05]
     nfev: 1496
     njev: 34
 hess_inv: <43x43 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: 8.410963498124714
        x: [-1.121e+01 -1.134e+01 ...  5.232e-01 -8.018e+00]
      nit: 34
      jac: [ 1.208e-05  1.066e-05 ... -1.421e-06  1.066e-05]
     nfev: 1628
     njev: 37
 hess_inv: <43x43 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: 8.410985494111191
        x: [-1.109e+01 -1.097e+01 ...  5.232e-01 -7.774e+00]
      nit: 31
      jac: [ 1.350e-05  1.528e-05 ... -1.421e-06  1.350e-05]
     nfev: 1496
     njev: 34
 hess_inv: <43x43 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: 8.410968310020538
        x: [-1.119e+01 -1.128e+01 ...  5.233e-01 -8.157e+00]
      nit: 35
      jac: [ 1.226e-05  1.101e-05 ...  3.553e-07  9.237e-06]
     nfev: 1716
     njev: 39
 hess_inv: <43x43 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: 8.411033254254376
        x: [-1.108e+01 -1.108e+01 ...  5.233e-01 -7.854e+00]
      nit: 32
      jac: [ 1.350e-05  1.350e-05 ...  5.329e-07  1.226e-05]
     nfev: 1496
     njev: 34
 hess_inv: <43x43 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: 8.410931070852614
        x: [-1.156e+01 -1.155e+01 ...  5.233e-01 -8.304e+00]
      nit: 34
      jac: [ 8.349e-06  8.349e-06 ...  0.000e+00  7.994e-06]
     nfev: 1540
     njev: 35
 hess_inv: <43x43 LbfgsInvHessProduct with dtype=float64>
