INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/414', architecture='escape_chain', number_of_states=14, 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: 40.84680731327146
        x: [-9.436e+00 -9.426e+00 ... -3.233e-01 -8.684e+00]
      nit: 13
      jac: [ 9.237e-06  9.237e-06 ... -9.024e-05  7.105e-06]
     nfev: 196
     njev: 14
 hess_inv: <13x13 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: 40.84676649595163
        x: [-9.484e+00 -9.452e+00 ... -3.203e-01 -8.697e+00]
      nit: 14
      jac: [ 9.237e-06  9.237e-06 ... -3.482e-05  7.105e-06]
     nfev: 224
     njev: 16
 hess_inv: <13x13 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: 40.846744270297506
        x: [-9.841e+00 -9.756e+00 ... -3.179e-01 -8.943e+00]
      nit: 14
      jac: [ 6.395e-06  7.105e-06 ...  1.066e-05  5.684e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 40.846771174710895
        x: [-9.590e+00 -9.468e+00 ... -3.149e-01 -8.736e+00]
      nit: 13
      jac: [ 7.816e-06  8.527e-06 ...  6.537e-05  6.395e-06]
     nfev: 196
     njev: 14
 hess_inv: <13x13 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: 40.846757544761836
        x: [-9.629e+00 -9.630e+00 ... -3.108e-01 -8.902e+00]
      nit: 15
      jac: [ 7.816e-06  7.816e-06 ...  1.421e-04  5.684e-06]
     nfev: 224
     njev: 16
 hess_inv: <13x13 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: 40.84674084544302
        x: [-1.031e+01 -1.028e+01 ... -3.199e-01 -9.448e+00]
      nit: 14
      jac: [ 4.263e-06  4.263e-06 ... -2.558e-05  3.553e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 40.84678242434074
        x: [-9.197e+00 -9.376e+00 ... -3.150e-01 -8.320e+00]
      nit: 15
      jac: [ 1.137e-05  9.948e-06 ...  6.395e-05  1.066e-05]
     nfev: 238
     njev: 17
 hess_inv: <13x13 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: 40.84679393438845
        x: [-9.362e+00 -9.399e+00 ... -3.168e-01 -8.638e+00]
      nit: 13
      jac: [ 9.948e-06  9.948e-06 ...  3.055e-05  7.816e-06]
     nfev: 196
     njev: 14
 hess_inv: <13x13 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: 40.846822367693704
        x: [-8.873e+00 -8.710e+00 ... -3.177e-01 -7.978e+00]
      nit: 13
      jac: [ 1.634e-05  1.918e-05 ...  1.421e-05  1.492e-05]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 40.84671409026865
        x: [-1.078e+01 -1.079e+01 ... -3.223e-01 -9.877e+00]
      nit: 16
      jac: [ 2.842e-06  2.842e-06 ... -7.105e-05  2.132e-06]
     nfev: 252
     njev: 18
 hess_inv: <13x13 LbfgsInvHessProduct with dtype=float64>
