INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/366', 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: 24.441422926318157
        x: [-1.500e+01 -1.500e+01 ...  4.769e+00  2.631e-02]
      nit: 28
      jac: [ 3.553e-07  3.553e-07 ... -3.340e-05  0.000e+00]
     nfev: 1176
     njev: 42
 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: 24.441393489912407
        x: [-1.500e+01 -1.500e+01 ...  7.929e+00  5.744e-01]
      nit: 34
      jac: [ 0.000e+00  0.000e+00 ... -1.421e-06  0.000e+00]
     nfev: 1316
     njev: 47
 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: 24.441394586248393
        x: [-1.500e+01 -1.500e+01 ...  7.919e+00  9.277e-01]
      nit: 34
      jac: [ 0.000e+00  0.000e+00 ... -1.421e-06  0.000e+00]
     nfev: 1316
     njev: 47
 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: 24.441391999573863
        x: [-1.500e+01 -1.500e+01 ...  8.037e+00  6.912e-01]
      nit: 35
      jac: [ 3.553e-07  3.553e-07 ... -1.776e-06  0.000e+00]
     nfev: 1316
     njev: 47
 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: 24.441391999573863
        x: [-1.500e+01 -1.500e+01 ...  8.037e+00  3.885e-01]
      nit: 35
      jac: [ 3.553e-07  3.553e-07 ... -1.776e-06  0.000e+00]
     nfev: 1316
     njev: 47
 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: 24.44143848306255
        x: [-1.500e+01 -1.500e+01 ...  4.541e+00  6.635e-01]
      nit: 22
      jac: [ 0.000e+00  0.000e+00 ... -4.192e-05  0.000e+00]
     nfev: 980
     njev: 35
 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: 24.441392531993266
        x: [-1.500e+01 -1.500e+01 ...  7.989e+00  7.630e-01]
      nit: 35
      jac: [ 0.000e+00  0.000e+00 ... -1.421e-06  0.000e+00]
     nfev: 1400
     njev: 50
 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: 24.441381712886002
        x: [-1.500e+01 -1.500e+01 ...  8.007e+00  3.911e-01]
      nit: 36
      jac: [ 0.000e+00  0.000e+00 ... -1.421e-06  0.000e+00]
     nfev: 1428
     njev: 51
 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: 24.441392820249565
        x: [-1.500e+01 -1.500e+01 ...  7.932e+00  7.474e-01]
      nit: 34
      jac: [ 0.000e+00  0.000e+00 ... -1.421e-06  0.000e+00]
     nfev: 1316
     njev: 47
 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: 24.441391999573863
        x: [-1.500e+01 -1.500e+01 ...  8.037e+00  4.339e-01]
      nit: 35
      jac: [ 3.553e-07  3.553e-07 ... -1.776e-06  0.000e+00]
     nfev: 1316
     njev: 47
 hess_inv: <27x27 LbfgsInvHessProduct with dtype=float64>
