INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/460', architecture='escape_chain', number_of_states=78, 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: 3.4263041375766217
        x: [-1.367e+01 -1.145e+01 ...  9.929e-01  2.847e-01]
      nit: 53
      jac: [ 1.155e-06  1.061e-05 ...  0.000e+00  0.000e+00]
     nfev: 4680
     njev: 60
 hess_inv: <77x77 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: 3.4263999727938317
        x: [-1.181e+01 -1.188e+01 ...  2.978e-01  4.786e-01]
      nit: 36
      jac: [ 7.372e-06  6.883e-06 ...  0.000e+00  0.000e+00]
     nfev: 2964
     njev: 38
 hess_inv: <77x77 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: 3.4263082842795254
        x: [-1.325e+01 -1.322e+01 ...  6.136e-01  9.132e-01]
      nit: 45
      jac: [ 1.776e-06  1.821e-06 ...  0.000e+00  0.000e+00]
     nfev: 3744
     njev: 48
 hess_inv: <77x77 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: 3.426337115978809
        x: [-1.236e+01 -1.259e+01 ...  1.924e-01  3.106e-01]
      nit: 44
      jac: [ 4.352e-06  3.419e-06 ...  0.000e+00  0.000e+00]
     nfev: 3588
     njev: 46
 hess_inv: <77x77 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: 3.426290533498684
        x: [-1.308e+01 -1.261e+01 ...  8.003e-01  8.979e-01]
      nit: 46
      jac: [ 2.043e-06  3.242e-06 ...  0.000e+00  0.000e+00]
     nfev: 3978
     njev: 51
 hess_inv: <77x77 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: 3.4262927859474215
        x: [-1.432e+01 -1.358e+01 ...  1.073e-01  2.208e-01]
      nit: 44
      jac: [ 6.217e-07  1.243e-06 ...  0.000e+00  0.000e+00]
     nfev: 3666
     njev: 47
 hess_inv: <77x77 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: 3.4262725821638877
        x: [-1.500e+01 -1.500e+01 ...  4.053e-01  9.424e-02]
      nit: 54
      jac: [ 3.553e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 4602
     njev: 59
 hess_inv: <77x77 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: 3.426284961345437
        x: [-1.398e+01 -1.461e+01 ...  9.465e-01  9.897e-01]
      nit: 49
      jac: [ 8.438e-07  3.997e-07 ...  0.000e+00  0.000e+00]
     nfev: 3978
     njev: 51
 hess_inv: <77x77 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: 3.426398622018768
        x: [-1.173e+01 -1.179e+01 ...  3.668e-01  6.889e-01]
      nit: 37
      jac: [ 8.127e-06  7.550e-06 ...  0.000e+00  0.000e+00]
     nfev: 3042
     njev: 39
 hess_inv: <77x77 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: 3.42630741336359
        x: [-1.345e+01 -1.343e+01 ...  4.985e-01  7.478e-01]
      nit: 44
      jac: [ 1.421e-06  1.465e-06 ...  0.000e+00  0.000e+00]
     nfev: 3588
     njev: 46
 hess_inv: <77x77 LbfgsInvHessProduct with dtype=float64>
