INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/241', architecture='escape_chain', number_of_states=22, log_f='trainig_log', no_mean=0, 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: 24.931929041770612
        x: [-1.500e+01 -1.500e+01 ...  1.032e+00 -5.523e+00]
      nit: 25
      jac: [ 3.553e-07  3.553e-07 ...  7.105e-05  3.588e-05]
     nfev: 858
     njev: 39
 hess_inv: <21x21 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: 24.931912337571497
        x: [-1.500e+01 -1.500e+01 ...  1.008e+00 -6.373e+00]
      nit: 29
      jac: [ 0.000e+00  0.000e+00 ... -9.379e-05  1.528e-05]
     nfev: 1100
     njev: 50
 hess_inv: <21x21 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: 24.931944642792452
        x: [-1.500e+01 -1.500e+01 ...  1.020e+00 -5.121e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ... -1.137e-05  5.365e-05]
     nfev: 836
     njev: 38
 hess_inv: <21x21 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: 24.931911367566677
        x: [-1.500e+01 -1.500e+01 ...  1.023e+00 -6.391e+00]
      nit: 24
      jac: [ 0.000e+00  0.000e+00 ...  7.461e-06  1.492e-05]
     nfev: 770
     njev: 35
 hess_inv: <21x21 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: 24.931917129890437
        x: [-1.500e+01 -1.500e+01 ...  1.017e+00 -5.952e+00]
      nit: 18
      jac: [ 3.553e-07  3.553e-07 ... -2.842e-05  2.380e-05]
     nfev: 880
     njev: 40
 hess_inv: <21x21 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: 24.931910697344627
        x: [-1.500e+01 -1.500e+01 ...  1.021e+00 -6.315e+00]
      nit: 25
      jac: [ 3.553e-07  3.553e-07 ... -7.105e-06  1.634e-05]
     nfev: 792
     njev: 36
 hess_inv: <21x21 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: 24.93193636347918
        x: [-1.500e+01 -1.500e+01 ...  1.034e+00 -5.353e+00]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ...  8.100e-05  4.228e-05]
     nfev: 792
     njev: 36
 hess_inv: <21x21 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: 24.931925204819752
        x: [-1.500e+01 -1.500e+01 ...  1.020e+00 -5.743e+00]
      nit: 25
      jac: [ 3.553e-07  3.553e-07 ... -9.237e-06  2.913e-05]
     nfev: 770
     njev: 35
 hess_inv: <21x21 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: 24.93191032112346
        x: [-1.500e+01 -1.500e+01 ...  1.024e+00 -6.400e+00]
      nit: 23
      jac: [ 3.553e-07  3.553e-07 ...  1.918e-05  1.528e-05]
     nfev: 770
     njev: 35
 hess_inv: <21x21 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: 24.931928937375368
        x: [-1.500e+01 -1.500e+01 ...  1.051e+00 -5.601e+00]
      nit: 23
      jac: [ 0.000e+00  0.000e+00 ...  1.904e-04  3.304e-05]
     nfev: 748
     njev: 34
 hess_inv: <21x21 LbfgsInvHessProduct with dtype=float64>
