INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/365', architecture='escape_chain', number_of_states=26, 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: 22.429948560314195
        x: [-1.500e+01 -1.500e+01 ...  3.842e+00  5.160e-01]
      nit: 38
      jac: [ 0.000e+00  0.000e+00 ... -4.228e-05  0.000e+00]
     nfev: 1482
     njev: 57
 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: 22.42993649022737
        x: [-1.500e+01 -1.500e+01 ...  3.793e+00  1.452e-01]
      nit: 40
      jac: [ 3.553e-07  3.553e-07 ... -4.405e-05  0.000e+00]
     nfev: 1508
     njev: 58
 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: 22.429948560314195
        x: [-1.500e+01 -1.500e+01 ...  3.842e+00  4.566e-01]
      nit: 38
      jac: [ 0.000e+00  0.000e+00 ... -4.228e-05  0.000e+00]
     nfev: 1482
     njev: 57
 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: 22.429948560314195
        x: [-1.500e+01 -1.500e+01 ...  3.842e+00  1.065e-01]
      nit: 38
      jac: [ 0.000e+00  0.000e+00 ... -4.228e-05  0.000e+00]
     nfev: 1482
     njev: 57
 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: 22.429892357818286
        x: [-1.500e+01 -1.500e+01 ...  4.605e+00  6.742e-01]
      nit: 29
      jac: [ 1.066e-06  1.066e-06 ... -1.954e-05  0.000e+00]
     nfev: 1118
     njev: 43
 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: 22.429948560314195
        x: [-1.500e+01 -1.500e+01 ...  3.842e+00  2.455e-02]
      nit: 38
      jac: [ 0.000e+00  0.000e+00 ... -4.228e-05  0.000e+00]
     nfev: 1482
     njev: 57
 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: 22.429948560314195
        x: [-1.500e+01 -1.500e+01 ...  3.842e+00  5.146e-01]
      nit: 38
      jac: [ 0.000e+00  0.000e+00 ... -4.228e-05  0.000e+00]
     nfev: 1482
     njev: 57
 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: 22.42991408865535
        x: [-1.500e+01 -1.500e+01 ...  3.914e+00  5.356e-01]
      nit: 39
      jac: [ 0.000e+00  0.000e+00 ... -3.944e-05  0.000e+00]
     nfev: 1508
     njev: 58
 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: 22.429902324500823
        x: [-1.500e+01 -1.500e+01 ...  4.175e+00  2.373e-01]
      nit: 40
      jac: [ 0.000e+00  0.000e+00 ... -3.020e-05  0.000e+00]
     nfev: 1508
     njev: 58
 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: 22.429918818150462
        x: [-1.500e+01 -1.500e+01 ...  3.967e+00  1.011e-01]
      nit: 40
      jac: [ 3.553e-07  3.553e-07 ... -3.766e-05  0.000e+00]
     nfev: 1508
     njev: 58
 hess_inv: <25x25 LbfgsInvHessProduct with dtype=float64>
