INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/22', architecture='escape_chain', number_of_states=14, log_f='trainig_log', no_mean=1, 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: 43.305183180129234
        x: [-9.571e+00 -9.654e+00 ... -3.962e-01 -8.712e+00]
      nit: 13
      jac: [ 3.553e-06  3.553e-06 ...  6.608e-05  2.132e-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: 43.30519933682349
        x: [-9.931e+00 -9.795e+00 ... -3.921e-01 -8.947e+00]
      nit: 13
      jac: [ 2.842e-06  2.842e-06 ...  9.521e-05  2.132e-06]
     nfev: 196
     njev: 14
 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: 43.3052334417629
        x: [-9.324e+00 -9.374e+00 ... -4.071e-01 -8.522e+00]
      nit: 13
      jac: [ 5.684e-06  4.263e-06 ... -1.137e-05  3.553e-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: 43.305182661860876
        x: [-9.705e+00 -9.654e+00 ... -4.028e-01 -8.804e+00]
      nit: 14
      jac: [ 4.263e-06  4.263e-06 ...  1.990e-05  2.842e-06]
     nfev: 224
     njev: 16
 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: 43.30519228567527
        x: [-9.396e+00 -9.626e+00 ... -4.077e-01 -8.607e+00]
      nit: 13
      jac: [ 5.684e-06  4.263e-06 ... -1.563e-05  4.263e-06]
     nfev: 210
     njev: 15
 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: 43.30520594631804
        x: [-9.279e+00 -9.215e+00 ... -4.181e-01 -8.380e+00]
      nit: 13
      jac: [ 6.395e-06  6.395e-06 ... -9.095e-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: 43.30521051304779
        x: [-9.062e+00 -9.008e+00 ... -3.788e-01 -8.187e+00]
      nit: 13
      jac: [ 7.105e-06  7.105e-06 ...  1.918e-04  4.974e-06]
     nfev: 210
     njev: 15
 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: 43.30523066603605
        x: [-9.410e+00 -9.267e+00 ... -4.180e-01 -8.455e+00]
      nit: 13
      jac: [ 5.684e-06  7.105e-06 ... -8.953e-05  4.974e-06]
     nfev: 210
     njev: 15
 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: 43.30521363333354
        x: [-9.746e+00 -9.744e+00 ... -4.160e-01 -8.902e+00]
      nit: 13
      jac: [ 3.553e-06  3.553e-06 ... -7.674e-05  2.132e-06]
     nfev: 196
     njev: 14
 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: 43.305235612287426
        x: [-8.549e+00 -8.652e+00 ... -4.039e-01 -7.732e+00]
      nit: 12
      jac: [ 1.137e-05  1.066e-05 ...  1.066e-05  7.816e-06]
     nfev: 182
     njev: 13
 hess_inv: <13x13 LbfgsInvHessProduct with dtype=float64>
