INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/446', architecture='escape_chain', number_of_states=50, 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: 4.3037504838962795
        x: [-1.191e+01 -1.213e+01 ...  6.364e-01 -7.202e+00]
      nit: 42
      jac: [ 6.573e-06  5.240e-06 ...  2.398e-06  6.750e-06]
     nfev: 2250
     njev: 45
 hess_inv: <49x49 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: 4.3036887601494325
        x: [-1.395e+01 -1.398e+01 ...  6.363e-01 -9.116e+00]
      nit: 46
      jac: [ 7.105e-07  7.105e-07 ...  2.043e-06  9.770e-07]
     nfev: 2450
     njev: 49
 hess_inv: <49x49 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: 4.303737042452808
        x: [-1.225e+01 -1.210e+01 ...  6.353e-01 -7.566e+00]
      nit: 43
      jac: [ 4.619e-06  5.329e-06 ... -3.819e-06  4.619e-06]
     nfev: 2200
     njev: 44
 hess_inv: <49x49 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: 4.30374807195037
        x: [-1.187e+01 -1.192e+01 ...  6.376e-01 -7.274e+00]
      nit: 41
      jac: [ 6.839e-06  6.484e-06 ...  9.681e-06  6.306e-06]
     nfev: 2150
     njev: 43
 hess_inv: <49x49 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: 4.303792345394038
        x: [-1.109e+01 -1.149e+01 ...  6.349e-01 -7.256e+00]
      nit: 36
      jac: [ 1.492e-05  9.948e-06 ... -6.395e-06  6.395e-06]
     nfev: 1950
     njev: 39
 hess_inv: <49x49 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: 4.3037633479338275
        x: [-1.188e+01 -1.183e+01 ...  6.367e-01 -6.695e+00]
      nit: 34
      jac: [ 6.839e-06  7.194e-06 ...  4.263e-06  1.119e-05]
     nfev: 1800
     njev: 36
 hess_inv: <49x49 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: 4.303725776736964
        x: [-1.258e+01 -1.244e+01 ...  6.363e-01 -7.658e+00]
      nit: 47
      jac: [ 3.375e-06  3.819e-06 ...  2.132e-06  4.263e-06]
     nfev: 2450
     njev: 49
 hess_inv: <49x49 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: 4.303754559914268
        x: [-1.180e+01 -1.179e+01 ...  6.353e-01 -7.047e+00]
      nit: 36
      jac: [ 7.372e-06  7.461e-06 ... -4.352e-06  7.816e-06]
     nfev: 1950
     njev: 39
 hess_inv: <49x49 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: 4.3038317800411265
        x: [-1.107e+01 -1.119e+01 ...  6.343e-01 -6.169e+00]
      nit: 36
      jac: [ 1.528e-05  1.359e-05 ... -1.021e-05  1.874e-05]
     nfev: 1900
     njev: 38
 hess_inv: <49x49 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: 4.303709523674437
        x: [-1.304e+01 -1.293e+01 ...  6.361e-01 -8.337e+00]
      nit: 43
      jac: [ 2.220e-06  2.398e-06 ...  9.770e-07  2.220e-06]
     nfev: 2350
     njev: 47
 hess_inv: <49x49 LbfgsInvHessProduct with dtype=float64>
