INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/351', architecture='escape_chain', number_of_states=28, 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: 2.9957347414202116
        x: [-2.941e+00 -2.894e+00 ...  1.132e-01  4.809e-01]
      nit: 27
      jac: [ 1.570e-04 -1.934e-04 ...  0.000e+00  0.000e+00]
     nfev: 952
     njev: 34
 hess_inv: <27x27 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: 2.995735442863551
        x: [-2.945e+00 -2.891e+00 ...  9.172e-01  3.456e-01]
      nit: 26
      jac: [-2.820e-05 -2.118e-05 ...  0.000e+00  0.000e+00]
     nfev: 840
     njev: 30
 hess_inv: <27x27 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: 2.9957356682024496
        x: [-2.945e+00 -2.891e+00 ...  3.467e-01  3.701e-01]
      nit: 26
      jac: [-4.072e-05 -3.064e-05 ...  0.000e+00  0.000e+00]
     nfev: 952
     njev: 34
 hess_inv: <27x27 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: 2.9957366989569696
        x: [-2.943e+00 -2.887e+00 ...  8.368e-01  4.025e-01]
      nit: 25
      jac: [ 7.674e-05  1.651e-04 ...  0.000e+00  0.000e+00]
     nfev: 756
     njev: 27
 hess_inv: <27x27 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: 2.995736534547767
        x: [-2.946e+00 -2.891e+00 ...  9.345e-02  1.380e-01]
      nit: 26
      jac: [-8.864e-05 -2.447e-05 ...  0.000e+00  0.000e+00]
     nfev: 952
     njev: 34
 hess_inv: <27x27 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: 2.995735222772482
        x: [-2.947e+00 -2.894e+00 ...  1.344e-01  9.391e-01]
      nit: 27
      jac: [-1.061e-04 -1.542e-04 ...  0.000e+00  0.000e+00]
     nfev: 952
     njev: 34
 hess_inv: <27x27 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: 2.995734685468765
        x: [-2.945e+00 -2.891e+00 ...  2.077e-01  5.346e-01]
      nit: 27
      jac: [-3.024e-05 -1.004e-05 ...  0.000e+00  0.000e+00]
     nfev: 1008
     njev: 36
 hess_inv: <27x27 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: 2.9957361117962282
        x: [-2.947e+00 -2.892e+00 ...  3.667e-01  7.937e-01]
      nit: 24
      jac: [-1.072e-04 -6.777e-05 ...  0.000e+00  0.000e+00]
     nfev: 728
     njev: 26
 hess_inv: <27x27 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: 2.9957350493359938
        x: [-2.945e+00 -2.891e+00 ...  2.935e-01  1.402e-02]
      nit: 26
      jac: [-3.944e-05 -1.226e-05 ...  0.000e+00  0.000e+00]
     nfev: 924
     njev: 33
 hess_inv: <27x27 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: 2.995735314357052
        x: [-2.944e+00 -2.890e+00 ...  4.108e-01  4.577e-01]
      nit: 27
      jac: [ 3.855e-05  2.025e-05 ...  0.000e+00  0.000e+00]
     nfev: 896
     njev: 32
 hess_inv: <27x27 LbfgsInvHessProduct with dtype=float64>
