INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/574', architecture='escape_chain', number_of_states=48, log_f='trainig_log', no_mean=1, 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: 2.995744739903578
        x: [-2.944e+00 -2.889e+00 ...  1.484e-01  1.911e-03]
      nit: 17
      jac: [ 2.074e-05  4.960e-05 ...  0.000e+00  0.000e+00]
     nfev: 912
     njev: 19
 hess_inv: <47x47 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: 2.995735739349634
        x: [-2.944e+00 -2.889e+00 ...  5.843e-01  4.759e-01]
      nit: 19
      jac: [ 4.041e-06  4.676e-05 ...  0.000e+00  0.000e+00]
     nfev: 1008
     njev: 21
 hess_inv: <47x47 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: 2.995734969025128
        x: [-2.945e+00 -2.891e+00 ...  3.415e-01  2.763e-02]
      nit: 20
      jac: [-6.173e-06 -2.625e-05 ...  0.000e+00  0.000e+00]
     nfev: 1104
     njev: 23
 hess_inv: <47x47 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: 2.9957349027244393
        x: [-2.944e+00 -2.891e+00 ...  4.326e-01  6.726e-01]
      nit: 19
      jac: [-1.554e-06 -2.718e-05 ...  0.000e+00  0.000e+00]
     nfev: 1008
     njev: 21
 hess_inv: <47x47 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: 2.9957376357849004
        x: [-2.945e+00 -2.890e+00 ...  3.145e-01  2.197e-01]
      nit: 19
      jac: [-2.220e-05  3.455e-05 ...  0.000e+00  0.000e+00]
     nfev: 1056
     njev: 22
 hess_inv: <47x47 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: 2.9957353085129736
        x: [-2.944e+00 -2.892e+00 ...  7.361e-01  8.057e-01]
      nit: 19
      jac: [ 1.008e-05 -7.492e-05 ...  0.000e+00  0.000e+00]
     nfev: 1008
     njev: 21
 hess_inv: <47x47 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: 2.9957354875057356
        x: [-2.944e+00 -2.891e+00 ...  3.884e-01  8.320e-01]
      nit: 18
      jac: [-1.288e-06 -2.749e-05 ...  0.000e+00  0.000e+00]
     nfev: 912
     njev: 19
 hess_inv: <47x47 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: 2.995734626941226
        x: [-2.944e+00 -2.892e+00 ...  8.284e-01  2.773e-01]
      nit: 19
      jac: [ 2.145e-05 -9.246e-05 ...  0.000e+00  0.000e+00]
     nfev: 1008
     njev: 21
 hess_inv: <47x47 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: 2.995734558401497
        x: [-2.945e+00 -2.889e+00 ...  9.326e-01  7.252e-01]
      nit: 19
      jac: [-2.851e-05  4.445e-05 ...  0.000e+00  0.000e+00]
     nfev: 1008
     njev: 21
 hess_inv: <47x47 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: 2.9957351850167706
        x: [-2.946e+00 -2.893e+00 ...  6.941e-01  2.034e-01]
      nit: 19
      jac: [-7.048e-05 -1.101e-04 ...  0.000e+00  0.000e+00]
     nfev: 1008
     njev: 21
 hess_inv: <47x47 LbfgsInvHessProduct with dtype=float64>
