INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/422', architecture='escape_chain', number_of_states=2, 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: 43.74915364497082
        x: [-7.212e+00]
      nit: 9
      jac: [ 3.695e-05]
     nfev: 20
     njev: 10
 hess_inv: <1x1 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: 43.749138478230044
        x: [-7.742e+00]
      nit: 10
      jac: [ 2.203e-05]
     nfev: 22
     njev: 11
 hess_inv: <1x1 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: 43.74914064141931
        x: [-7.647e+00]
      nit: 10
      jac: [ 2.345e-05]
     nfev: 22
     njev: 11
 hess_inv: <1x1 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: 43.74914059391488
        x: [-7.649e+00]
      nit: 10
      jac: [ 2.345e-05]
     nfev: 22
     njev: 11
 hess_inv: <1x1 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: 43.74914047295143
        x: [-7.654e+00]
      nit: 10
      jac: [ 2.416e-05]
     nfev: 22
     njev: 11
 hess_inv: <1x1 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: 43.749152404995336
        x: [-7.246e+00]
      nit: 9
      jac: [ 3.482e-05]
     nfev: 20
     njev: 10
 hess_inv: <1x1 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: 43.74915533423939
        x: [-7.167e+00]
      nit: 9
      jac: [ 3.837e-05]
     nfev: 20
     njev: 10
 hess_inv: <1x1 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: 43.749141176647505
        x: [-7.625e+00]
      nit: 10
      jac: [ 2.345e-05]
     nfev: 22
     njev: 11
 hess_inv: <1x1 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: 43.74915145502108
        x: [-7.273e+00]
      nit: 9
      jac: [ 3.553e-05]
     nfev: 20
     njev: 10
 hess_inv: <1x1 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: 43.74916050585491
        x: [-7.041e+00]
      nit: 9
      jac: [ 4.334e-05]
     nfev: 20
     njev: 10
 hess_inv: <1x1 LbfgsInvHessProduct with dtype=float64>
