INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/357', architecture='escape_chain', number_of_states=10, 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: 45.67525720602984
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.408e+01
            -1.312e+01 -1.349e+01 -1.341e+01  3.163e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -2.000e-03 -4.000e-03  2.314e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.674116762194586
        x: [-1.500e+01 -1.500e+01 -1.482e+01 -1.500e+01 -1.500e+01
            -1.370e+01 -1.252e+01 -1.336e+01  7.149e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -2.000e-03 -4.000e-03  2.687e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.672472565739255
        x: [-1.500e+01 -1.500e+01 -1.476e+01 -1.500e+01 -1.500e+01
            -1.369e+01 -1.256e+01 -1.302e+01  5.651e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -1.999e-03 -4.000e-03  2.551e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.67436424601102
        x: [-1.500e+01 -1.500e+01 -1.463e+01 -1.500e+01 -1.500e+01
            -1.387e+01 -1.272e+01 -1.337e+01  6.376e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -2.000e-03 -4.000e-03  2.616e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.66993050942082
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.341e+01 -1.227e+01 -1.284e+01  4.494e-02]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -2.000e-03 -4.000e-03  2.045e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.67439037320496
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.460e+01 -1.459e+01
            -1.413e+01 -1.384e+01 -1.280e+01  6.571e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -2.000e-03 -4.000e-03  2.635e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.67433428723577
        x: [-1.500e+01 -1.500e+01 -1.450e+01 -1.500e+01 -1.500e+01
            -1.356e+01 -1.257e+01 -1.353e+01  5.059e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -1.999e-03 -4.000e-03  2.495e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.67365305743039
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.406e+01 -1.280e+01 -1.337e+01  2.793e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -2.000e-03 -4.000e-03  2.277e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.67390917213247
        x: [-1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01 -1.500e+01
            -1.383e+01 -1.277e+01 -1.338e+01  4.117e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -2.001e-03 -4.000e-03  2.405e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 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: 45.67599411746993
        x: [-1.500e+01 -1.500e+01 -1.489e+01 -1.500e+01 -1.500e+01
            -1.356e+01 -1.260e+01 -1.376e+01  7.586e-01]
      nit: 1
      jac: [ 0.000e+00  0.000e+00  0.000e+00  0.000e+00  0.000e+00
             0.000e+00 -1.999e-03 -4.000e-03  2.724e-03]
     nfev: 20
     njev: 2
 hess_inv: <9x9 LbfgsInvHessProduct with dtype=float64>
