INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/439', architecture='escape_chain', number_of_states=36, 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: 21.349241069527938
        x: [-1.017e+01 -1.012e+01 ...  2.899e-01 -7.074e+00]
      nit: 29
      jac: [ 2.238e-05  2.345e-05 ...  2.345e-05  1.563e-05]
     nfev: 1188
     njev: 33
 hess_inv: <35x35 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: 21.349223938267823
        x: [-1.015e+01 -1.041e+01 ...  2.914e-01 -7.301e+00]
      nit: 29
      jac: [ 2.309e-05  1.741e-05 ...  3.872e-05  1.243e-05]
     nfev: 1152
     njev: 32
 hess_inv: <35x35 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: 21.349234339196784
        x: [-1.037e+01 -1.027e+01 ...  2.866e-01 -7.198e+00]
      nit: 30
      jac: [ 1.776e-05  1.954e-05 ... -1.137e-05  1.350e-05]
     nfev: 1224
     njev: 34
 hess_inv: <35x35 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: 21.34920604147075
        x: [-1.047e+01 -1.046e+01 ...  2.896e-01 -7.390e+00]
      nit: 30
      jac: [ 1.599e-05  1.634e-05 ...  1.990e-05  1.101e-05]
     nfev: 1224
     njev: 34
 hess_inv: <35x35 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: 21.349182041274968
        x: [-1.049e+01 -1.060e+01 ...  2.872e-01 -7.654e+00]
      nit: 30
      jac: [ 1.599e-05  1.421e-05 ... -4.619e-06  8.882e-06]
     nfev: 1188
     njev: 33
 hess_inv: <35x35 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: 21.349228634563136
        x: [-1.040e+01 -1.021e+01 ...  2.948e-01 -7.248e+00]
      nit: 29
      jac: [ 1.670e-05  2.061e-05 ...  7.283e-05  1.243e-05]
     nfev: 1152
     njev: 32
 hess_inv: <35x35 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: 21.34917691427061
        x: [-1.052e+01 -1.077e+01 ...  2.872e-01 -7.483e+00]
      nit: 30
      jac: [ 1.563e-05  1.208e-05 ... -5.329e-06  1.030e-05]
     nfev: 1188
     njev: 33
 hess_inv: <35x35 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: 21.349248968579953
        x: [-1.021e+01 -1.021e+01 ...  2.867e-01 -7.048e+00]
      nit: 30
      jac: [ 2.096e-05  2.096e-05 ... -1.066e-05  1.563e-05]
     nfev: 1224
     njev: 34
 hess_inv: <35x35 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: 21.349225552767862
        x: [-1.030e+01 -1.039e+01 ...  2.885e-01 -7.192e+00]
      nit: 29
      jac: [ 1.883e-05  1.741e-05 ...  7.816e-06  1.315e-05]
     nfev: 1116
     njev: 31
 hess_inv: <35x35 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: 21.349240418501243
        x: [-1.022e+01 -1.019e+01 ...  2.849e-01 -7.175e+00]
      nit: 29
      jac: [ 2.061e-05  2.132e-05 ... -2.842e-05  1.386e-05]
     nfev: 1152
     njev: 32
 hess_inv: <35x35 LbfgsInvHessProduct with dtype=float64>
