INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/362', architecture='escape_chain', number_of_states=20, 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: 25.55038975469045
        x: [-1.500e+01 -1.500e+01 ...  1.140e+00 -4.281e+00]
      nit: 23
      jac: [ 0.000e+00  0.000e+00 ...  2.842e-06  2.185e-04]
     nfev: 720
     njev: 36
 hess_inv: <19x19 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: 25.5502117959872
        x: [-1.500e+01 -1.500e+01 ...  1.139e+00 -5.798e+00]
      nit: 22
      jac: [ 0.000e+00  0.000e+00 ... -1.776e-06  4.796e-05]
     nfev: 700
     njev: 35
 hess_inv: <19x19 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: 25.5503055393792
        x: [-1.500e+01 -1.500e+01 ...  1.133e+00 -4.726e+00]
      nit: 21
      jac: [ 0.000e+00  0.000e+00 ... -7.958e-05  1.403e-04]
     nfev: 660
     njev: 33
 hess_inv: <19x19 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: 25.550408893225818
        x: [-1.500e+01 -1.500e+01 ...  1.142e+00 -4.167e+00]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ...  3.411e-05  2.441e-04]
     nfev: 760
     njev: 38
 hess_inv: <19x19 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: 25.550418704581055
        x: [-1.500e+01 -1.500e+01 ...  1.140e+00 -4.134e+00]
      nit: 23
      jac: [ 0.000e+00  0.000e+00 ...  1.243e-05  2.522e-04]
     nfev: 660
     njev: 33
 hess_inv: <19x19 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: 25.55042298026055
        x: [-1.500e+01 -1.500e+01 ...  1.140e+00 -4.133e+00]
      nit: 23
      jac: [ 3.553e-07  3.553e-07 ...  2.132e-06  2.526e-04]
     nfev: 760
     njev: 38
 hess_inv: <19x19 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: 25.550451901181805
        x: [-1.500e+01 -1.500e+01 ...  1.136e+00 -4.051e+00]
      nit: 22
      jac: [ 3.553e-07  3.553e-07 ... -4.654e-05  2.739e-04]
     nfev: 680
     njev: 34
 hess_inv: <19x19 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: 25.550212710513815
        x: [-1.500e+01 -1.500e+01 ...  1.134e+00 -5.877e+00]
      nit: 19
      jac: [ 3.553e-07  3.553e-07 ... -6.644e-05  4.441e-05]
     nfev: 620
     njev: 31
 hess_inv: <19x19 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: 25.55017683089631
        x: [-1.500e+01 -1.500e+01 ...  1.140e+00 -7.021e+00]
      nit: 23
      jac: [ 0.000e+00  0.000e+00 ...  4.263e-06  1.421e-05]
     nfev: 720
     njev: 36
 hess_inv: <19x19 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: 25.55041212163014
        x: [-1.500e+01 -1.500e+01 ...  1.147e+00 -4.183e+00]
      nit: 20
      jac: [ 0.000e+00  0.000e+00 ...  8.917e-05  2.405e-04]
     nfev: 680
     njev: 34
 hess_inv: <19x19 LbfgsInvHessProduct with dtype=float64>
