INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/434', architecture='escape_chain', number_of_states=26, 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: 2.9957372822867776
        x: [-2.943e+00 -2.890e+00 ...  6.736e-01  8.888e-01]
      nit: 19
      jac: [ 9.015e-05  2.709e-05 ...  0.000e+00  0.000e+00]
     nfev: 572
     njev: 22
 hess_inv: <25x25 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: 2.9957361838233076
        x: [-2.947e+00 -2.889e+00 ...  1.994e-03  3.377e-01]
      nit: 19
      jac: [-1.136e-04  7.558e-05 ...  0.000e+00  0.000e+00]
     nfev: 546
     njev: 21
 hess_inv: <25x25 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: 2.99575922674169
        x: [-2.944e+00 -2.889e+00 ...  2.838e-01  6.027e-01]
      nit: 16
      jac: [ 1.004e-05  8.766e-05 ...  0.000e+00  0.000e+00]
     nfev: 468
     njev: 18
 hess_inv: <25x25 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: 2.995737474222308
        x: [-2.948e+00 -2.892e+00 ...  2.666e-01  6.074e-01]
      nit: 19
      jac: [-1.882e-04 -7.407e-05 ...  0.000e+00  0.000e+00]
     nfev: 546
     njev: 21
 hess_inv: <25x25 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: 2.9957355490052686
        x: [-2.944e+00 -2.890e+00 ...  6.239e-01  4.730e-01]
      nit: 19
      jac: [ 2.123e-05  8.438e-07 ...  0.000e+00  0.000e+00]
     nfev: 546
     njev: 21
 hess_inv: <25x25 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: 2.995737060710542
        x: [-2.944e+00 -2.891e+00 ...  7.494e-01  7.087e-01]
      nit: 20
      jac: [ 4.454e-05 -2.598e-05 ...  0.000e+00  0.000e+00]
     nfev: 598
     njev: 23
 hess_inv: <25x25 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: 2.995733912353439
        x: [-2.943e+00 -2.889e+00 ...  9.639e-01  5.483e-01]
      nit: 20
      jac: [ 6.786e-05  6.968e-05 ...  0.000e+00  0.000e+00]
     nfev: 572
     njev: 22
 hess_inv: <25x25 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: 2.995735876013983
        x: [-2.945e+00 -2.891e+00 ...  1.988e-01  7.567e-01]
      nit: 18
      jac: [-2.194e-05 -1.483e-05 ...  0.000e+00  0.000e+00]
     nfev: 494
     njev: 19
 hess_inv: <25x25 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: 2.9957360942505415
        x: [-2.944e+00 -2.892e+00 ...  2.209e-01  8.766e-01]
      nit: 20
      jac: [ 4.055e-05 -5.378e-05 ...  0.000e+00  0.000e+00]
     nfev: 598
     njev: 23
 hess_inv: <25x25 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: 2.9957448403748694
        x: [-2.946e+00 -2.891e+00 ...  9.924e-01  8.483e-02]
      nit: 17
      jac: [-6.288e-05 -2.136e-05 ...  0.000e+00  0.000e+00]
     nfev: 494
     njev: 19
 hess_inv: <25x25 LbfgsInvHessProduct with dtype=float64>
