INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/417', architecture='escape_chain', number_of_states=20, 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: 26.355016483038014
        x: [-1.039e+01 -1.053e+01 ...  5.250e-01 -8.179e+00]
      nit: 20
      jac: [ 1.421e-05  1.172e-05 ...  7.461e-06  7.816e-06]
     nfev: 440
     njev: 22
 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: 26.355029997449694
        x: [-1.040e+01 -1.034e+01 ...  5.244e-01 -7.904e+00]
      nit: 18
      jac: [ 1.350e-05  1.421e-05 ... -2.132e-06  1.066e-05]
     nfev: 420
     njev: 21
 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: 26.35501271340247
        x: [-1.049e+01 -1.047e+01 ...  5.255e-01 -8.329e+00]
      nit: 20
      jac: [ 1.243e-05  1.279e-05 ...  1.847e-05  6.750e-06]
     nfev: 440
     njev: 22
 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: 26.35502231714367
        x: [-1.039e+01 -1.043e+01 ...  5.246e-01 -8.241e+00]
      nit: 18
      jac: [ 1.386e-05  1.350e-05 ...  7.105e-07  7.461e-06]
     nfev: 420
     njev: 21
 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: 26.355012250975882
        x: [-1.064e+01 -1.058e+01 ...  5.241e-01 -8.016e+00]
      nit: 20
      jac: [ 1.066e-05  1.137e-05 ... -7.461e-06  9.592e-06]
     nfev: 460
     njev: 23
 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: 26.355000084196302
        x: [-1.073e+01 -1.073e+01 ...  5.244e-01 -8.357e+00]
      nit: 19
      jac: [ 9.592e-06  9.592e-06 ... -2.132e-06  6.395e-06]
     nfev: 440
     njev: 22
 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: 26.355019423369583
        x: [-1.052e+01 -1.049e+01 ...  5.244e-01 -7.800e+00]
      nit: 19
      jac: [ 1.208e-05  1.243e-05 ... -1.421e-06  1.208e-05]
     nfev: 440
     njev: 22
 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: 26.35499522761803
        x: [-1.083e+01 -1.079e+01 ...  5.246e-01 -8.303e+00]
      nit: 19
      jac: [ 9.592e-06  9.948e-06 ...  1.421e-06  7.461e-06]
     nfev: 440
     njev: 22
 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: 26.35502029798336
        x: [-1.048e+01 -1.039e+01 ...  5.242e-01 -8.410e+00]
      nit: 19
      jac: [ 1.243e-05  1.350e-05 ... -6.750e-06  6.395e-06]
     nfev: 440
     njev: 22
 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: 26.355007512497775
        x: [-1.058e+01 -1.063e+01 ...  5.249e-01 -8.513e+00]
      nit: 19
      jac: [ 1.172e-05  1.101e-05 ...  6.395e-06  5.684e-06]
     nfev: 420
     njev: 21
 hess_inv: <19x19 LbfgsInvHessProduct with dtype=float64>
