.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "traffic_assignment/_auto_examples/plot_forecasting.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_traffic_assignment__auto_examples_plot_forecasting.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_traffic_assignment__auto_examples_plot_forecasting.py:


.. _example_usage_forecasting:

Forecasting
===========

In this example, we present a full forecasting workflow for the Sioux Falls example model.

We start creating the skim matrices, running the assignment for the base-year, and then
distributing these trips into the network. Later, we estimate a set of future demand vectors
which are going to be the input of a future year assignnment with select link analysis.

.. GENERATED FROM PYTHON SOURCE LINES 14-24

.. seealso::
    Several functions, methods, classes and modules are used in this example:

    * :func:`aequilibrae.paths.Graph`
    * :func:`aequilibrae.paths.TrafficClass`
    * :func:`aequilibrae.paths.TrafficAssignment`
    * :func:`aequilibrae.distribution.Ipf`
    * :func:`aequilibrae.distribution.GravityCalibration`
    * :func:`aequilibrae.distribution.GravityApplication`
    * :func:`aequilibrae.distribution.SyntheticGravityModel`

.. GENERATED FROM PYTHON SOURCE LINES 26-35

.. code-block:: Python


    # Imports
    from uuid import uuid4
    from os.path import join
    from tempfile import gettempdir

    import pandas as pd

    from aequilibrae.utils.create_example import create_example







.. GENERATED FROM PYTHON SOURCE LINES 37-44

.. code-block:: Python


    # We create the example project inside our temp folder
    fldr = join(gettempdir(), uuid4().hex)

    project = create_example(fldr)
    logger = project.logger








.. GENERATED FROM PYTHON SOURCE LINES 45-49

Traffic assignment with skimming
--------------------------------
In this step, we'll set the skims for the variable ``free_flow_time``, and execute the
traffic assignment for the base-year.

.. GENERATED FROM PYTHON SOURCE LINES 49-52

.. code-block:: Python


    from aequilibrae.paths import TrafficAssignment, TrafficClass








.. GENERATED FROM PYTHON SOURCE LINES 53-72

.. code-block:: Python


    # We build all graphs
    project.network.build_graphs()
    # We get warnings that several fields in the project are filled with NaNs. 
    # This is true, but we won't use those fields.

    # We grab the graph for cars
    graph = project.network.graphs["c"]

    # Let's say we want to minimize the free_flow_time
    graph.set_graph("free_flow_time")

    # And will skim time and distance while we are at it
    graph.set_skimming(["free_flow_time", "distance"])

    # And we will allow paths to be computed going through other centroids/centroid connectors
    # required for the Sioux Falls network, as all nodes are centroids
    graph.set_blocked_centroid_flows(False)








.. GENERATED FROM PYTHON SOURCE LINES 73-74

Let's get the demand matrix directly from the project record, and inspect what matrices we have in the project.

.. GENERATED FROM PYTHON SOURCE LINES 74-77

.. code-block:: Python

    proj_matrices = project.matrices
    proj_matrices.list()






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
        }

        .dataframe tbody tr th {
            vertical-align: top;
        }

        .dataframe thead th {
            text-align: right;
        }
    </style>
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>name</th>
          <th>file_name</th>
          <th>cores</th>
          <th>procedure</th>
          <th>procedure_id</th>
          <th>timestamp</th>
          <th>description</th>
          <th>status</th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>0</th>
          <td>demand_omx</td>
          <td>demand.omx</td>
          <td>1</td>
          <td>None</td>
          <td>None</td>
          <td>2020-11-24 08:47:18</td>
          <td>Original data imported to OMX format</td>
          <td></td>
        </tr>
        <tr>
          <th>1</th>
          <td>demand_mc</td>
          <td>demand_mc.omx</td>
          <td>3</td>
          <td>None</td>
          <td>None</td>
          <td>2021-02-24 00:51:35</td>
          <td>None</td>
          <td></td>
        </tr>
        <tr>
          <th>2</th>
          <td>skims</td>
          <td>skims.omx</td>
          <td>2</td>
          <td>None</td>
          <td>None</td>
          <td>None</td>
          <td>Example skim</td>
          <td></td>
        </tr>
        <tr>
          <th>3</th>
          <td>demand_aem</td>
          <td>demand.aem</td>
          <td>1</td>
          <td>None</td>
          <td>None</td>
          <td>2020-11-24 08:46:42</td>
          <td>Original data imported to AEM format</td>
          <td></td>
        </tr>
      </tbody>
    </table>
    </div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 78-79

We get the demand matrix, and prepare it for computation

.. GENERATED FROM PYTHON SOURCE LINES 79-82

.. code-block:: Python

    demand = proj_matrices.get_matrix("demand_omx")
    demand.computational_view(["matrix"])








.. GENERATED FROM PYTHON SOURCE LINES 83-84

Let's perform the traffic assignment

.. GENERATED FROM PYTHON SOURCE LINES 84-113

.. code-block:: Python


    # Create the assignment class
    assigclass = TrafficClass(name="car", graph=graph, matrix=demand)

    assig = TrafficAssignment()

    # We start by adding the list of traffic classes to be assigned
    assig.add_class(assigclass)

    # Then we set these parameters, which an only be configured after adding one class to the assignment
    assig.set_vdf("BPR")  # This is not case-sensitive 

    # Then we set the volume delay function and its parameters
    assig.set_vdf_parameters({"alpha": "b", "beta": "power"})

    # The capacity and free flow travel times as they exist in the graph
    assig.set_capacity_field("capacity")
    assig.set_time_field("free_flow_time")

    # And the algorithm we want to use to assign
    assig.set_algorithm("bfw")

    # Since we haven't checked the parameters file, let's make sure convergence criteria is good
    assig.max_iter = 1000
    assig.rgap_target = 0.001

    # we then execute the assignment
    assig.execute()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    car                                               :   0%|          | 0/24 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 1/1000 [00:00<00:00, 36157.79it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 1/1000 [00:00<00:00, 6921.29it/s] 
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]          
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 1/1000 - RGap: inf:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   0%|          | 2/1000 [00:00<00:02, 432.00it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 2/1000 [00:00<00:02, 420.21it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 2/1000 [00:00<00:02, 409.52it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]         
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 2/1000 - RGap: 0.855075:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   0%|          | 3/1000 [00:00<00:01, 507.83it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 3/1000 [00:00<00:02, 496.98it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 3/1000 [00:00<00:02, 483.57it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]         
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 3/1000 - RGap: 0.476346:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   0%|          | 4/1000 [00:00<00:01, 785.82it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 4/1000 [00:00<00:01, 766.54it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 4/1000 [00:00<00:01, 748.88it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]         
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 4/1000 - RGap: 0.235513:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   0%|          | 5/1000 [00:00<00:01, 525.39it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 5/1000 [00:00<00:01, 518.08it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 5/1000 [00:00<00:01, 511.50it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]         
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 5/1000 - RGap: 0.109241:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   1%|          | 6/1000 [00:00<00:01, 917.42it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 6/1000 [00:00<00:01, 899.45it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 6/1000 [00:00<00:01, 883.04it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]         
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 6/1000 - RGap: 0.198095:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   1%|          | 7/1000 [00:00<00:00, 1207.84it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 7/1000 [00:00<00:00, 1181.11it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 7/1000 [00:00<00:00, 1156.14it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]          
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 7/1000 - RGap: 0.0668172:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   1%|          | 8/1000 [00:00<00:01, 780.03it/s] 
    All-or-Nothing - Traffic Class: car               :   1%|          | 8/1000 [00:00<00:01, 768.28it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 8/1000 [00:00<00:01, 758.76it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]         
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 8/1000 - RGap: 0.0679212:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   1%|          | 9/1000 [00:00<00:00, 1889.61it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 9/1000 [00:00<00:00, 1839.52it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 9/1000 [00:00<00:00, 1792.52it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]          
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 9/1000 - RGap: 0.107056:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   1%|          | 10/1000 [00:00<00:00, 1461.74it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 10/1000 [00:00<00:00, 1434.78it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 10/1000 [00:00<00:00, 1409.76it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 10/1000 - RGap: 0.0403881:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   1%|          | 11/1000 [00:00<00:00, 1562.28it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 11/1000 [00:00<00:00, 1534.38it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 11/1000 [00:00<00:00, 1508.15it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 11/1000 - RGap: 0.0279525:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   1%|          | 12/1000 [00:00<00:00, 2447.09it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 12/1000 [00:00<00:00, 2373.13it/s]
    All-or-Nothing - Traffic Class: car               :   1%|          | 12/1000 [00:00<00:00, 2315.59it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 12/1000 - RGap: 0.0327:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   1%|▏         | 13/1000 [00:00<00:00, 2701.98it/s]
    All-or-Nothing - Traffic Class: car               :   1%|▏         | 13/1000 [00:00<00:00, 2629.78it/s]
    All-or-Nothing - Traffic Class: car               :   1%|▏         | 13/1000 [00:00<00:00, 2564.60it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 13/1000 - RGap: 0.024041:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   1%|▏         | 14/1000 [00:00<00:00, 2728.13it/s]
    All-or-Nothing - Traffic Class: car               :   1%|▏         | 14/1000 [00:00<00:00, 2657.51it/s]
    All-or-Nothing - Traffic Class: car               :   1%|▏         | 14/1000 [00:00<00:00, 2594.68it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 14/1000 - RGap: 0.021451:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 15/1000 [00:00<00:00, 2658.55it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 15/1000 [00:00<00:00, 2590.89it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 15/1000 [00:00<00:00, 2524.97it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 15/1000 - RGap: 0.0171166:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 16/1000 [00:00<00:00, 3131.98it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 16/1000 [00:00<00:00, 3051.51it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 16/1000 [00:00<00:00, 2978.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 16/1000 - RGap: 0.0173508:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 17/1000 [00:00<00:00, 2776.60it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 17/1000 [00:00<00:00, 2717.66it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 17/1000 [00:00<00:00, 2654.33it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 17/1000 - RGap: 0.0211647:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 18/1000 [00:00<00:00, 2839.21it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 18/1000 [00:00<00:00, 2780.75it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 18/1000 [00:00<00:00, 2727.51it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 18/1000 - RGap: 0.0124645:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 19/1000 [00:00<00:00, 3956.50it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 19/1000 [00:00<00:00, 3851.52it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 19/1000 [00:00<00:00, 3755.50it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 19/1000 - RGap: 0.0125498:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 20/1000 [00:00<00:00, 3980.17it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 20/1000 [00:00<00:00, 3875.90it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 20/1000 [00:00<00:00, 3782.06it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 20/1000 - RGap: 0.0118607:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 21/1000 [00:00<00:00, 4334.88it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 21/1000 [00:00<00:00, 4219.82it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 21/1000 [00:00<00:00, 4114.75it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 21/1000 - RGap: 0.0128592:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 22/1000 [00:00<00:00, 4237.45it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 22/1000 [00:00<00:00, 4116.28it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 22/1000 [00:00<00:00, 4016.66it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 22/1000 - RGap: 0.0076712:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 23/1000 [00:00<00:00, 4802.08it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 23/1000 [00:00<00:00, 4667.10it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 23/1000 [00:00<00:00, 4546.35it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 23/1000 - RGap: 0.00552918:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▏         | 24/1000 [00:00<00:00, 4025.40it/s] 
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 24/1000 [00:00<00:00, 3938.47it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 24/1000 [00:00<00:00, 3857.87it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 24/1000 - RGap: 0.0054668:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   2%|▎         | 25/1000 [00:00<00:00, 4218.09it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▎         | 25/1000 [00:00<00:00, 4126.79it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▎         | 25/1000 [00:00<00:00, 4041.85it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 25/1000 - RGap: 0.00707367:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 26/1000 [00:00<00:00, 4420.78it/s] 
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 26/1000 [00:00<00:00, 4307.80it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 26/1000 [00:00<00:00, 4218.97it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 26/1000 - RGap: 0.00966473:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 27/1000 [00:00<00:00, 1235.40it/s] 
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 27/1000 [00:00<00:00, 1227.47it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 27/1000 [00:00<00:00, 1220.27it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 27/1000 - RGap: 0.00875608:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 28/1000 [00:00<00:00, 4860.55it/s] 
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 28/1000 [00:00<00:00, 4750.06it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 28/1000 [00:00<00:00, 4650.56it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 28/1000 - RGap: 0.00510522:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 29/1000 [00:00<00:00, 5626.29it/s] 
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 29/1000 [00:00<00:00, 5462.56it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 29/1000 [00:00<00:00, 5300.92it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 29/1000 - RGap: 0.00353191:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 30/1000 [00:00<00:00, 5214.85it/s] 
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 30/1000 [00:00<00:00, 5090.59it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 30/1000 [00:00<00:00, 4980.77it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 30/1000 - RGap: 0.00314829:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 31/1000 [00:00<00:00, 4613.21it/s] 
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 31/1000 [00:00<00:00, 4523.66it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 31/1000 [00:00<00:00, 4441.45it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 31/1000 - RGap: 0.00306321:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 32/1000 [00:00<00:00, 6349.89it/s] 
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 32/1000 [00:00<00:00, 6178.88it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 32/1000 [00:00<00:00, 6027.92it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 32/1000 - RGap: 0.00266465:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 33/1000 [00:00<00:00, 3887.43it/s] 
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 33/1000 [00:00<00:00, 3827.77it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 33/1000 [00:00<00:00, 3772.68it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 33/1000 - RGap: 0.0023028:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   3%|▎         | 34/1000 [00:00<00:00, 4006.02it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 34/1000 [00:00<00:00, 3945.07it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 34/1000 [00:00<00:00, 3888.91it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 34/1000 - RGap: 0.00275103:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   4%|▎         | 35/1000 [00:00<00:00, 3797.03it/s] 
    All-or-Nothing - Traffic Class: car               :   4%|▎         | 35/1000 [00:00<00:00, 3733.49it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▎         | 35/1000 [00:00<00:00, 3681.43it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 35/1000 - RGap: 0.00212563:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   4%|▎         | 36/1000 [00:00<00:00, 7350.55it/s] 
    All-or-Nothing - Traffic Class: car               :   4%|▎         | 36/1000 [00:00<00:00, 7156.84it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▎         | 36/1000 [00:00<00:00, 6980.49it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 36/1000 - RGap: 0.00209949:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   4%|▎         | 37/1000 [00:00<00:00, 5735.43it/s] 
    All-or-Nothing - Traffic Class: car               :   4%|▎         | 37/1000 [00:00<00:00, 5614.05it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▎         | 37/1000 [00:00<00:00, 5505.51it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 37/1000 - RGap: 0.00144078:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   4%|▍         | 38/1000 [00:00<00:00, 6772.77it/s] 
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 38/1000 [00:00<00:00, 6612.33it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 38/1000 [00:00<00:00, 6467.96it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 38/1000 - RGap: 0.00141804:   0%|          | 0/1000 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   4%|▍         | 39/1000 [00:00<00:00, 7048.95it/s] 
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 39/1000 [00:00<00:00, 6856.02it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 39/1000 [00:00<00:00, 6705.66it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/1000 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/1000 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/1000 [00:00<?, ?it/s]
                                                                                            



.. GENERATED FROM PYTHON SOURCE LINES 114-115

After finishing the assignment, we can easily see the convergence report.

.. GENERATED FROM PYTHON SOURCE LINES 115-118

.. code-block:: Python

    convergence_report = assig.report()
    convergence_report.head()






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
        }

        .dataframe tbody tr th {
            vertical-align: top;
        }

        .dataframe thead th {
            text-align: right;
        }
    </style>
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>iteration</th>
          <th>rgap</th>
          <th>alpha</th>
          <th>warnings</th>
          <th>beta0</th>
          <th>beta1</th>
          <th>beta2</th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>0</th>
          <td>1</td>
          <td>inf</td>
          <td>1.000000</td>
          <td></td>
          <td>1.000000</td>
          <td>0.000000</td>
          <td>0.0</td>
        </tr>
        <tr>
          <th>1</th>
          <td>2</td>
          <td>0.855075</td>
          <td>0.328400</td>
          <td></td>
          <td>1.000000</td>
          <td>0.000000</td>
          <td>0.0</td>
        </tr>
        <tr>
          <th>2</th>
          <td>3</td>
          <td>0.476346</td>
          <td>0.186602</td>
          <td></td>
          <td>1.000000</td>
          <td>0.000000</td>
          <td>0.0</td>
        </tr>
        <tr>
          <th>3</th>
          <td>4</td>
          <td>0.235513</td>
          <td>0.241148</td>
          <td></td>
          <td>1.000000</td>
          <td>0.000000</td>
          <td>0.0</td>
        </tr>
        <tr>
          <th>4</th>
          <td>5</td>
          <td>0.109241</td>
          <td>0.818547</td>
          <td></td>
          <td>0.607382</td>
          <td>0.392618</td>
          <td>0.0</td>
        </tr>
      </tbody>
    </table>
    </div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 119-120

And we can also see the results of the assignment

.. GENERATED FROM PYTHON SOURCE LINES 120-123

.. code-block:: Python

    results = assig.results()
    results.head()






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
        }

        .dataframe tbody tr th {
            vertical-align: top;
        }

        .dataframe thead th {
            text-align: right;
        }
    </style>
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>matrix_ab</th>
          <th>matrix_ba</th>
          <th>matrix_tot</th>
          <th>Preload_AB</th>
          <th>Preload_BA</th>
          <th>Preload_tot</th>
          <th>Congested_Time_AB</th>
          <th>Congested_Time_BA</th>
          <th>Congested_Time_Max</th>
          <th>Delay_factor_AB</th>
          <th>Delay_factor_BA</th>
          <th>Delay_factor_Max</th>
          <th>VOC_AB</th>
          <th>VOC_BA</th>
          <th>VOC_max</th>
          <th>PCE_AB</th>
          <th>PCE_BA</th>
          <th>PCE_tot</th>
        </tr>
        <tr>
          <th>link_id</th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
          <th></th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>1</th>
          <td>4502.545113</td>
          <td>0.0</td>
          <td>4502.545113</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>6.000822</td>
          <td>0.0</td>
          <td>6.000822</td>
          <td>1.000137</td>
          <td>0.0</td>
          <td>1.000137</td>
          <td>0.173842</td>
          <td>0.0</td>
          <td>0.173842</td>
          <td>4502.545113</td>
          <td>0.0</td>
          <td>4502.545113</td>
        </tr>
        <tr>
          <th>2</th>
          <td>8222.240524</td>
          <td>0.0</td>
          <td>8222.240524</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>4.009141</td>
          <td>0.0</td>
          <td>4.009141</td>
          <td>1.002285</td>
          <td>0.0</td>
          <td>1.002285</td>
          <td>0.351326</td>
          <td>0.0</td>
          <td>0.351326</td>
          <td>8222.240524</td>
          <td>0.0</td>
          <td>8222.240524</td>
        </tr>
        <tr>
          <th>3</th>
          <td>4622.925028</td>
          <td>0.0</td>
          <td>4622.925028</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>6.000913</td>
          <td>0.0</td>
          <td>6.000913</td>
          <td>1.000152</td>
          <td>0.0</td>
          <td>1.000152</td>
          <td>0.178490</td>
          <td>0.0</td>
          <td>0.178490</td>
          <td>4622.925028</td>
          <td>0.0</td>
          <td>4622.925028</td>
        </tr>
        <tr>
          <th>4</th>
          <td>5897.692905</td>
          <td>0.0</td>
          <td>5897.692905</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>6.501414</td>
          <td>0.0</td>
          <td>6.501414</td>
          <td>1.300283</td>
          <td>0.0</td>
          <td>1.300283</td>
          <td>1.189487</td>
          <td>0.0</td>
          <td>1.189487</td>
          <td>5897.692905</td>
          <td>0.0</td>
          <td>5897.692905</td>
        </tr>
        <tr>
          <th>5</th>
          <td>8101.860609</td>
          <td>0.0</td>
          <td>8101.860609</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>0.0</td>
          <td>4.008617</td>
          <td>0.0</td>
          <td>4.008617</td>
          <td>1.002154</td>
          <td>0.0</td>
          <td>1.002154</td>
          <td>0.346182</td>
          <td>0.0</td>
          <td>0.346182</td>
          <td>8101.860609</td>
          <td>0.0</td>
          <td>8101.860609</td>
        </tr>
      </tbody>
    </table>
    </div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 124-125

We can export our results to CSV or get a Pandas DataFrame, but let's put it directly into the results database

.. GENERATED FROM PYTHON SOURCE LINES 125-127

.. code-block:: Python

    assig.save_results("base_year_assignment")








.. GENERATED FROM PYTHON SOURCE LINES 128-129

And save the skims

.. GENERATED FROM PYTHON SOURCE LINES 129-131

.. code-block:: Python

    assig.save_skims("base_year_assignment_skims", which_ones="all", format="omx")








.. GENERATED FROM PYTHON SOURCE LINES 132-135

Trip distribution
-----------------
First, let's have a function to plot the Trip Length Frequency Distribution.

.. GENERATED FROM PYTHON SOURCE LINES 135-138

.. code-block:: Python

    from math import log10, floor
    import matplotlib.pyplot as plt








.. GENERATED FROM PYTHON SOURCE LINES 139-156

.. code-block:: Python

    def plot_tlfd(demand, skim, name):
        plt.clf()
        b = floor(log10(skim.shape[0]) * 10)
        n, bins, patches = plt.hist(
            np.nan_to_num(skim.flatten(), 0),
            bins=b,
            weights=np.nan_to_num(demand.flatten()),
            density=False,
            facecolor="g",
            alpha=0.75,
        )

        plt.xlabel("Trip length")
        plt.ylabel("Probability")
        plt.title(f"Trip-length frequency distribution for {name}")
        return plt








.. GENERATED FROM PYTHON SOURCE LINES 157-160

Calibration
~~~~~~~~~~~
We will calibrate synthetic gravity models using the skims for ``free_flow_time`` that we just generated

.. GENERATED FROM PYTHON SOURCE LINES 160-164

.. code-block:: Python


    import numpy as np
    from aequilibrae.distribution import GravityCalibration








.. GENERATED FROM PYTHON SOURCE LINES 165-166

We need the demand matrix and to prepare it for computation

.. GENERATED FROM PYTHON SOURCE LINES 166-169

.. code-block:: Python

    demand = proj_matrices.get_matrix("demand_aem")
    demand.computational_view(["matrix"])








.. GENERATED FROM PYTHON SOURCE LINES 170-171

We also need the skims we just saved into our project

.. GENERATED FROM PYTHON SOURCE LINES 171-176

.. code-block:: Python

    imped = proj_matrices.get_matrix("base_year_assignment_skims_car")

    # We can check which matrix cores were created for our skims to decide which one to use
    imped.names





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    ['distance_blended', 'distance_final', 'free_flow_time_blended', 'free_flow_time_final']



.. GENERATED FROM PYTHON SOURCE LINES 177-181

Where ``free_flow_time_final`` is actually the congested time for the last iteration

But before using the data, let's get some impedance for the intrazonals.
Let's assume it is 75% of the closest zone.

.. GENERATED FROM PYTHON SOURCE LINES 181-195

.. code-block:: Python

    imped_core = "free_flow_time_final"
    imped.computational_view([imped_core])

    # If we run the code below more than once, we will be overwriting the diagonal values with non-sensical data
    # so let's zero it first
    np.fill_diagonal(imped.matrix_view, 0)

    # We compute it with a little bit of NumPy magic
    intrazonals = np.amin(imped.matrix_view, where=imped.matrix_view > 0, initial=imped.matrix_view.max(), axis=1)
    intrazonals *= 0.75

    # Then we fill in the impedance matrix
    np.fill_diagonal(imped.matrix_view, intrazonals)








.. GENERATED FROM PYTHON SOURCE LINES 196-198

Since we are working with an OMX file, we cannot overwrite a matrix on disk. 
So let's give it a new name to save.

.. GENERATED FROM PYTHON SOURCE LINES 198-200

.. code-block:: Python

    imped.save(names=["final_time_with_intrazonals"])








.. GENERATED FROM PYTHON SOURCE LINES 201-202

This also updates these new matrices as those being used for computation

.. GENERATED FROM PYTHON SOURCE LINES 202-204

.. code-block:: Python

    imped.view_names





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    ['final_time_with_intrazonals']



.. GENERATED FROM PYTHON SOURCE LINES 205-206

Let's calibrate our Gravity Model

.. GENERATED FROM PYTHON SOURCE LINES 206-221

.. code-block:: Python

    for function in ["power", "expo"]:
        gc = GravityCalibration(matrix=demand, impedance=imped, function=function, nan_as_zero=True)
        gc.calibrate()
        model = gc.model
        # We save the model
        model.save(join(fldr, f"{function}_model.mod"))

        _ = plot_tlfd(gc.result_matrix.matrix_view, imped.matrix_view, f"{function} model")

        # We can save the result of applying the model as well
        # We can also save the calibration report
        with open(join(fldr, f"{function}_convergence.log"), "w") as otp:
            for r in gc.report:
                otp.write(r + "\n")




.. image-sg:: /traffic_assignment/_auto_examples/images/sphx_glr_plot_forecasting_001.png
   :alt: Trip-length frequency distribution for expo model
   :srcset: /traffic_assignment/_auto_examples/images/sphx_glr_plot_forecasting_001.png
   :class: sphx-glr-single-img





.. GENERATED FROM PYTHON SOURCE LINES 222-223

And let's plot a trip length frequency distribution for the demand itself

.. GENERATED FROM PYTHON SOURCE LINES 223-226

.. code-block:: Python

    plt = plot_tlfd(demand.matrix_view, imped.matrix_view, "demand")
    plt.show()




.. image-sg:: /traffic_assignment/_auto_examples/images/sphx_glr_plot_forecasting_002.png
   :alt: Trip-length frequency distribution for demand
   :srcset: /traffic_assignment/_auto_examples/images/sphx_glr_plot_forecasting_002.png
   :class: sphx-glr-single-img





.. GENERATED FROM PYTHON SOURCE LINES 227-232

Forecast
--------
We create a set of 'future' vectors using some random growth factors.
We apply the model for inverse power, as the trip frequency length distribution
(TFLD) seems to be a better fit for the actual one.

.. GENERATED FROM PYTHON SOURCE LINES 234-236

.. code-block:: Python

    from aequilibrae.distribution import Ipf, GravityApplication, SyntheticGravityModel








.. GENERATED FROM PYTHON SOURCE LINES 237-241

Compute future vectors
~~~~~~~~~~~~~~~~~~~~~~

First thing to do is to compute the future vectors from our matrix.

.. GENERATED FROM PYTHON SOURCE LINES 241-250

.. code-block:: Python

    origins = np.sum(demand.matrix_view, axis=1)
    destinations = np.sum(demand.matrix_view, axis=0)

    # Then grow them with some random growth between 0 and 10%, and balance them
    orig = origins * (1 + np.random.rand(origins.shape[0]) / 10)
    dest = destinations * (1 + np.random.rand(origins.shape[0]) / 10)
    dest *= orig.sum() / dest.sum()

    vectors = pd.DataFrame({"origins":orig, "destinations":dest}, index=demand.index[:])







.. GENERATED FROM PYTHON SOURCE LINES 251-255

IPF for the future vectors
~~~~~~~~~~~~~~~~~~~~~~~~~~
Let's balance the future vectors. The output of this step is going to be used later
in the traffic assignment for future year.

.. GENERATED FROM PYTHON SOURCE LINES 255-267

.. code-block:: Python


    args = {
        "matrix": demand,
        "vectors": vectors,
        "column_field": "destinations",
        "row_field": "origins",
        "nan_as_zero": True,
    }

    ipf = Ipf(**args)
    ipf.fit()








.. GENERATED FROM PYTHON SOURCE LINES 268-269

When saving our vector into the project, we'll get an output that it was recored

.. GENERATED FROM PYTHON SOURCE LINES 269-272

.. code-block:: Python

    ipf.save_to_project(name="demand_ipfd", file_name="demand_ipfd.aem")
    ipf.save_to_project(name="demand_ipfd_omx", file_name="demand_ipfd.omx")





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <aequilibrae.project.data.matrix_record.MatrixRecord object at 0x7f495c276e00>



.. GENERATED FROM PYTHON SOURCE LINES 273-277

Impedance
~~~~~~~~~

Let's get the base-year assignment skim for car we created before and prepare it for computation

.. GENERATED FROM PYTHON SOURCE LINES 277-280

.. code-block:: Python

    imped = proj_matrices.get_matrix("base_year_assignment_skims_car")
    imped.computational_view(["final_time_with_intrazonals"])








.. GENERATED FROM PYTHON SOURCE LINES 281-282

If we wanted the main diagonal to not be considered...

.. GENERATED FROM PYTHON SOURCE LINES 282-285

.. code-block:: Python


    # np.fill_diagonal(imped.matrix_view, np.nan)








.. GENERATED FROM PYTHON SOURCE LINES 286-287

Now we apply the Synthetic Gravity model

.. GENERATED FROM PYTHON SOURCE LINES 287-307

.. code-block:: Python

    for function in ["power", "expo"]:
        model = SyntheticGravityModel()
        model.load(join(fldr, f"{function}_model.mod"))

        outmatrix = join(proj_matrices.fldr, f"demand_{function}_model.aem")
        args = {
            "impedance": imped,
            "vectors": vectors,
            "row_field": "origins",
            "model": model,
            "column_field": "destinations",
            "nan_as_zero": True,
        }

        gravity = GravityApplication(**args)
        gravity.apply()

        # We get the output matrix and save it to OMX too,
        gravity.save_to_project(name=f"demand_{function}_modeled", file_name=f"demand_{function}_modeled.omx")








.. GENERATED FROM PYTHON SOURCE LINES 308-309

We update the matrices table/records and verify that the new matrices are indeed there

.. GENERATED FROM PYTHON SOURCE LINES 309-312

.. code-block:: Python

    proj_matrices.update_database()
    proj_matrices.list()






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div>
    <style scoped>
        .dataframe tbody tr th:only-of-type {
            vertical-align: middle;
        }

        .dataframe tbody tr th {
            vertical-align: top;
        }

        .dataframe thead th {
            text-align: right;
        }
    </style>
    <table border="1" class="dataframe">
      <thead>
        <tr style="text-align: right;">
          <th></th>
          <th>name</th>
          <th>file_name</th>
          <th>cores</th>
          <th>procedure</th>
          <th>procedure_id</th>
          <th>timestamp</th>
          <th>description</th>
          <th>status</th>
        </tr>
      </thead>
      <tbody>
        <tr>
          <th>0</th>
          <td>demand_omx</td>
          <td>demand.omx</td>
          <td>1</td>
          <td>None</td>
          <td>None</td>
          <td>2020-11-24 08:47:18</td>
          <td>Original data imported to OMX format</td>
          <td></td>
        </tr>
        <tr>
          <th>1</th>
          <td>demand_mc</td>
          <td>demand_mc.omx</td>
          <td>3</td>
          <td>None</td>
          <td>None</td>
          <td>2021-02-24 00:51:35</td>
          <td>None</td>
          <td></td>
        </tr>
        <tr>
          <th>2</th>
          <td>skims</td>
          <td>skims.omx</td>
          <td>2</td>
          <td>None</td>
          <td>None</td>
          <td>None</td>
          <td>Example skim</td>
          <td></td>
        </tr>
        <tr>
          <th>3</th>
          <td>demand_aem</td>
          <td>demand.aem</td>
          <td>1</td>
          <td>None</td>
          <td>None</td>
          <td>2020-11-24 08:46:42</td>
          <td>Original data imported to AEM format</td>
          <td></td>
        </tr>
        <tr>
          <th>4</th>
          <td>base_year_assignment_skims_car</td>
          <td>base_year_assignment_skims_car.omx</td>
          <td>4</td>
          <td>Traffic Assignment</td>
          <td>440b5c8e4eb84aa48885321663ea23ae</td>
          <td>2025-01-15 19:57:13.631339</td>
          <td>Skimming for assignment procedure. Class car</td>
          <td></td>
        </tr>
        <tr>
          <th>5</th>
          <td>demand_ipfd</td>
          <td>demand_ipfd.aem</td>
          <td>1</td>
          <td>Iterative Proportional fitting</td>
          <td>ad37ca792d7444448da0729e6c356925</td>
          <td>2025-01-15 19:57:14.924919</td>
          <td>None</td>
          <td></td>
        </tr>
        <tr>
          <th>6</th>
          <td>demand_ipfd_omx</td>
          <td>demand_ipfd.omx</td>
          <td>1</td>
          <td>Iterative Proportional fitting</td>
          <td>ad37ca792d7444448da0729e6c356925</td>
          <td>2025-01-15 19:57:14.924919</td>
          <td>None</td>
          <td></td>
        </tr>
        <tr>
          <th>7</th>
          <td>demand_power_modeled</td>
          <td>demand_power_modeled.omx</td>
          <td>1</td>
          <td>Synthetic gravity trip distribution</td>
          <td>8f5238716b744dc18029c5fb841d6c01</td>
          <td>2025-01-15 19:57:15.005479</td>
          <td>Synthetic gravity trip distribution. POWER</td>
          <td></td>
        </tr>
        <tr>
          <th>8</th>
          <td>demand_expo_modeled</td>
          <td>demand_expo_modeled.omx</td>
          <td>1</td>
          <td>Synthetic gravity trip distribution</td>
          <td>129cfb7cae014a2a888c9125b4f35636</td>
          <td>2025-01-15 19:57:15.098963</td>
          <td>Synthetic gravity trip distribution. EXPO</td>
          <td></td>
        </tr>
      </tbody>
    </table>
    </div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 313-316

Traffic assignment with Select Link Analysis
--------------------------------------------
We'll perform traffic assignment for the future year.

.. GENERATED FROM PYTHON SOURCE LINES 316-318

.. code-block:: Python

    logger.info("\n\n\n TRAFFIC ASSIGNMENT FOR FUTURE YEAR WITH SELECT LINK ANALYSIS")








.. GENERATED FROM PYTHON SOURCE LINES 319-321

Let's get our future demand matrix, which corresponds to the IPF result we just saved,
and see what is the core we ended up getting. It should be ``matrix``.

.. GENERATED FROM PYTHON SOURCE LINES 321-324

.. code-block:: Python

    demand = proj_matrices.get_matrix("demand_ipfd")
    demand.names





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    ['matrix']



.. GENERATED FROM PYTHON SOURCE LINES 325-326

Let's prepare our data for computation

.. GENERATED FROM PYTHON SOURCE LINES 326-328

.. code-block:: Python

    demand.computational_view("matrix")








.. GENERATED FROM PYTHON SOURCE LINES 329-330

The future year assignment is quite similar to the one we did for the base-year.

.. GENERATED FROM PYTHON SOURCE LINES 330-355

.. code-block:: Python


    # So, let's create the assignment class
    assigclass = TrafficClass(name="car", graph=graph, matrix=demand)

    assig = TrafficAssignment()

    # Add at a list of traffic classes to be assigned
    assig.add_class(assigclass)

    assig.set_vdf("BPR")

    # Set the volume delay function and its parameters
    assig.set_vdf_parameters({"alpha": "b", "beta": "power"})

    # Set the capacity and free flow travel times as they exist in the graph
    assig.set_capacity_field("capacity")
    assig.set_time_field("free_flow_time")

    # And the algorithm we want to use to assign
    assig.set_algorithm("bfw")

    # Once again we haven't checked the parameters file, so let's make sure convergence criteria is good
    assig.max_iter = 500
    assig.rgap_target = 0.00001








.. GENERATED FROM PYTHON SOURCE LINES 356-357

Now we select two sets of links to execute select link analysis.

.. GENERATED FROM PYTHON SOURCE LINES 357-362

.. code-block:: Python

    select_links = {
        "Leaving node 1": [(1, 1), (2, 1)],
        "Random nodes": [(3, 1), (5, 1)],
    }








.. GENERATED FROM PYTHON SOURCE LINES 363-375

.. note::

   As we are executing the select link analysis on a particular ``TrafficClass``, we should set the
   links we want to analyze. The input is a dictionary with string as keys and a list of tuples as
   values, so that each entry represents a separate set of selected links to compute. 

   ``select_link_dict = {"set_name": [(link_id1, direction1), ..., (link_id, direction)]}``

   The string name will name the set of links, and the list of tuples is the list of selected links
   in the form ``(link_id, direction)``, as it occurs in the :ref:`Graph <aequilibrae-graphs>`.

   Direction can be one of 0, 1, or -1, where 0 denotes bi-directionality.

.. GENERATED FROM PYTHON SOURCE LINES 377-384

.. code-block:: Python


    # We call this command on the class we are analyzing with our dictionary of values
    assigclass.set_select_links(select_links)

    # we then execute the assignment
    assig.execute()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    /opt/hostedtoolcache/Python/3.10.16/x64/lib/python3.10/site-packages/aequilibrae/paths/traffic_class.py:164: UserWarning: Input string name has a space in it. Replacing with _
      warnings.warn("Input string name has a space in it. Replacing with _")

                                                                                          

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    All-or-Nothing - Traffic Class: car               :   2%|▏         | 8/500 [00:00<00:00, 990.45it/s] 
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    Equilibrium Assignment                            :   2%|▏         | 9/500 [00:00<00:00, 1214.57it/s]
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    Equilibrium Assignment                            :   2%|▏         | 10/500 [00:00<00:00, 1357.07it/s]
    All-or-Nothing - Traffic Class: car               :   2%|▏         | 10/500 [00:00<00:00, 1332.41it/s]
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    Equilibrium Assignment - Iteration: 10/500 - RGap: 0.0857621:   0%|          | 0/500 [00:00<?, ?it/s]
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    All-or-Nothing - Traffic Class: car               :   2%|▏         | 11/500 [00:00<00:00, 1618.06it/s]
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    All-or-Nothing - Traffic Class: car               :   2%|▏         | 12/500 [00:00<00:00, 1886.07it/s]
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    Equilibrium Assignment                            :   3%|▎         | 13/500 [00:00<00:00, 1655.36it/s]
    All-or-Nothing - Traffic Class: car               :   3%|▎         | 13/500 [00:00<00:00, 1626.62it/s]
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    All-or-Nothing - Traffic Class: car               :   3%|▎         | 14/500 [00:00<00:00, 2085.09it/s]
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    All-or-Nothing - Traffic Class: car               :   3%|▎         | 15/500 [00:00<00:00, 2360.77it/s]
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    All-or-Nothing - Traffic Class: car               :   4%|▍         | 19/500 [00:00<00:00, 2375.81it/s]
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    All-or-Nothing - Traffic Class: car               :   4%|▍         | 20/500 [00:00<00:00, 2490.53it/s]
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    Equilibrium Assignment                            :   4%|▍         | 21/500 [00:00<00:00, 3383.02it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 21/500 [00:00<00:00, 3310.92it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 21/500 [00:00<00:00, 3245.29it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 21/500 - RGap: 0.0139272:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   4%|▍         | 22/500 [00:00<00:00, 2164.14it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 22/500 [00:00<00:00, 2130.02it/s]
    All-or-Nothing - Traffic Class: car               :   4%|▍         | 22/500 [00:00<00:00, 2103.03it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 22/500 - RGap: 0.0196761:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   5%|▍         | 23/500 [00:00<00:00, 3372.22it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▍         | 23/500 [00:00<00:00, 3306.79it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▍         | 23/500 [00:00<00:00, 3247.68it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 23/500 - RGap: 0.00892476:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   5%|▍         | 24/500 [00:00<00:00, 2818.20it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▍         | 24/500 [00:00<00:00, 2770.96it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▍         | 24/500 [00:00<00:00, 2730.00it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 24/500 - RGap: 0.0109974:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   5%|▌         | 25/500 [00:00<00:00, 4124.35it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▌         | 25/500 [00:00<00:00, 4034.54it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▌         | 25/500 [00:00<00:00, 3938.91it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 25/500 - RGap: 0.0118268:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   5%|▌         | 26/500 [00:00<00:00, 3718.61it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▌         | 26/500 [00:00<00:00, 3647.10it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▌         | 26/500 [00:00<00:00, 3583.11it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 26/500 - RGap: 0.021173:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   5%|▌         | 27/500 [00:00<00:00, 4309.71it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▌         | 27/500 [00:00<00:00, 4205.52it/s]
    All-or-Nothing - Traffic Class: car               :   5%|▌         | 27/500 [00:00<00:00, 4118.04it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 27/500 - RGap: 0.00971385:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   6%|▌         | 28/500 [00:00<00:00, 3597.50it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 28/500 [00:00<00:00, 3532.36it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 28/500 [00:00<00:00, 3475.39it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 28/500 - RGap: 0.00846699:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   6%|▌         | 29/500 [00:00<00:00, 4691.07it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 29/500 [00:00<00:00, 4589.99it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 29/500 [00:00<00:00, 4500.16it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 29/500 - RGap: 0.00691091:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   6%|▌         | 30/500 [00:00<00:00, 4995.99it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 30/500 [00:00<00:00, 4881.45it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 30/500 [00:00<00:00, 4783.10it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 30/500 - RGap: 0.00506307:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   6%|▌         | 31/500 [00:00<00:00, 5205.73it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 31/500 [00:00<00:00, 5086.99it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▌         | 31/500 [00:00<00:00, 4980.21it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 31/500 - RGap: 0.00470024:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   6%|▋         | 32/500 [00:00<00:00, 5109.94it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▋         | 32/500 [00:00<00:00, 4995.45it/s]
    All-or-Nothing - Traffic Class: car               :   6%|▋         | 32/500 [00:00<00:00, 4895.78it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 32/500 - RGap: 0.00493283:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   7%|▋         | 33/500 [00:00<00:00, 5543.80it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 33/500 [00:00<00:00, 5418.57it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 33/500 [00:00<00:00, 5308.02it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 33/500 - RGap: 0.00484005:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   7%|▋         | 34/500 [00:00<00:00, 5657.86it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 34/500 [00:00<00:00, 5529.09it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 34/500 [00:00<00:00, 5392.77it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 34/500 - RGap: 0.00586991:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   7%|▋         | 35/500 [00:00<00:00, 5093.18it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 35/500 [00:00<00:00, 4989.82it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 35/500 [00:00<00:00, 4901.20it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 35/500 - RGap: 0.00402777:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   7%|▋         | 36/500 [00:00<00:00, 2416.11it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 36/500 [00:00<00:00, 2393.44it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 36/500 [00:00<00:00, 2373.05it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 36/500 - RGap: 0.00308508:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   7%|▋         | 37/500 [00:00<00:00, 6262.18it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 37/500 [00:00<00:00, 6119.45it/s]
    All-or-Nothing - Traffic Class: car               :   7%|▋         | 37/500 [00:00<00:00, 5992.33it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 37/500 - RGap: 0.00332763:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   8%|▊         | 38/500 [00:00<00:00, 6027.21it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 38/500 [00:00<00:00, 5898.94it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 38/500 [00:00<00:00, 5783.36it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 38/500 - RGap: 0.00292218:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   8%|▊         | 39/500 [00:00<00:00, 6050.15it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 39/500 [00:00<00:00, 5923.94it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 39/500 [00:00<00:00, 5811.76it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 39/500 - RGap: 0.00300358:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   8%|▊         | 40/500 [00:00<00:00, 6051.95it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 40/500 [00:00<00:00, 5922.69it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 40/500 [00:00<00:00, 5811.10it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 40/500 - RGap: 0.00294274:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   8%|▊         | 41/500 [00:00<00:00, 6129.18it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 41/500 [00:00<00:00, 6004.63it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 41/500 [00:00<00:00, 5894.31it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 41/500 - RGap: 0.00360247:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   8%|▊         | 42/500 [00:00<00:00, 7344.93it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 42/500 [00:00<00:00, 7179.10it/s]
    All-or-Nothing - Traffic Class: car               :   8%|▊         | 42/500 [00:00<00:00, 7029.84it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 42/500 - RGap: 0.00413072:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   9%|▊         | 43/500 [00:00<00:00, 7127.53it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▊         | 43/500 [00:00<00:00, 6970.24it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▊         | 43/500 [00:00<00:00, 6830.60it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 43/500 - RGap: 0.00485795:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   9%|▉         | 44/500 [00:00<00:00, 5738.48it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 44/500 [00:00<00:00, 5637.85it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 44/500 [00:00<00:00, 5533.55it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 44/500 - RGap: 0.00369744:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   9%|▉         | 45/500 [00:00<00:00, 7466.72it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 45/500 [00:00<00:00, 7300.08it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 45/500 [00:00<00:00, 7152.90it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 45/500 - RGap: 0.00262293:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   9%|▉         | 46/500 [00:00<00:00, 6899.02it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 46/500 [00:00<00:00, 6759.08it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 46/500 [00:00<00:00, 6634.73it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 46/500 - RGap: 0.00180358:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :   9%|▉         | 47/500 [00:00<00:00, 7921.09it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 47/500 [00:00<00:00, 7744.34it/s]
    All-or-Nothing - Traffic Class: car               :   9%|▉         | 47/500 [00:00<00:00, 7584.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 47/500 - RGap: 0.00174105:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  10%|▉         | 48/500 [00:00<00:00, 6156.78it/s]
    All-or-Nothing - Traffic Class: car               :  10%|▉         | 48/500 [00:00<00:00, 6051.11it/s]
    All-or-Nothing - Traffic Class: car               :  10%|▉         | 48/500 [00:00<00:00, 5955.88it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 48/500 - RGap: 0.00148754:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  10%|▉         | 49/500 [00:00<00:00, 8489.09it/s]
    All-or-Nothing - Traffic Class: car               :  10%|▉         | 49/500 [00:00<00:00, 8263.48it/s]
    All-or-Nothing - Traffic Class: car               :  10%|▉         | 49/500 [00:00<00:00, 8074.53it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 49/500 - RGap: 0.00120384:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  10%|█         | 50/500 [00:00<00:00, 7392.15it/s]
    All-or-Nothing - Traffic Class: car               :  10%|█         | 50/500 [00:00<00:00, 7239.55it/s]
    All-or-Nothing - Traffic Class: car               :  10%|█         | 50/500 [00:00<00:00, 7108.51it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 50/500 - RGap: 0.00136279:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  10%|█         | 51/500 [00:00<00:00, 7084.50it/s]
    All-or-Nothing - Traffic Class: car               :  10%|█         | 51/500 [00:00<00:00, 6954.37it/s]
    All-or-Nothing - Traffic Class: car               :  10%|█         | 51/500 [00:00<00:00, 6834.17it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 51/500 - RGap: 0.00146334:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  10%|█         | 52/500 [00:00<00:00, 7517.71it/s]
    All-or-Nothing - Traffic Class: car               :  10%|█         | 52/500 [00:00<00:00, 7345.05it/s]
    All-or-Nothing - Traffic Class: car               :  10%|█         | 52/500 [00:00<00:00, 7210.28it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 52/500 - RGap: 0.00112219:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  11%|█         | 53/500 [00:00<00:00, 9006.85it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 53/500 [00:00<00:00, 8803.89it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 53/500 [00:00<00:00, 8618.88it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 53/500 - RGap: 0.00117355:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  11%|█         | 54/500 [00:00<00:00, 9396.47it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 54/500 [00:00<00:00, 9180.14it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 54/500 [00:00<00:00, 8985.65it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 54/500 - RGap: 0.00112035:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  11%|█         | 55/500 [00:00<00:00, 8790.07it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 55/500 [00:00<00:00, 8592.96it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 55/500 [00:00<00:00, 8424.45it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 55/500 - RGap: 0.00134204:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  11%|█         | 56/500 [00:00<00:00, 9484.39it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 56/500 [00:00<00:00, 9273.21it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█         | 56/500 [00:00<00:00, 9082.79it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 56/500 - RGap: 0.00117917:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  11%|█▏        | 57/500 [00:00<00:00, 9727.60it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█▏        | 57/500 [00:00<00:00, 9502.95it/s]
    All-or-Nothing - Traffic Class: car               :  11%|█▏        | 57/500 [00:00<00:00, 9247.85it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 57/500 - RGap: 0.000887818:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  12%|█▏        | 58/500 [00:00<00:00, 7074.47it/s] 
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 58/500 [00:00<00:00, 6955.73it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 58/500 [00:00<00:00, 6850.54it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 58/500 - RGap: 0.00102118:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  12%|█▏        | 59/500 [00:00<00:00, 4556.42it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 59/500 [00:00<00:00, 4506.55it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 59/500 [00:00<00:00, 4462.51it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 59/500 - RGap: 0.00127963:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  12%|█▏        | 60/500 [00:00<00:00, 7286.21it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 60/500 [00:00<00:00, 7156.29it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 60/500 [00:00<00:00, 7043.53it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 60/500 - RGap: 0.0013267:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  12%|█▏        | 61/500 [00:00<00:00, 9145.43it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 61/500 [00:00<00:00, 8959.36it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 61/500 [00:00<00:00, 8795.81it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 61/500 - RGap: 0.00103926:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  12%|█▏        | 62/500 [00:00<00:00, 10592.54it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 62/500 [00:00<00:00, 10354.24it/s]
    All-or-Nothing - Traffic Class: car               :  12%|█▏        | 62/500 [00:00<00:00, 10139.46it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 62/500 - RGap: 0.000801027:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  13%|█▎        | 63/500 [00:00<00:00, 10714.07it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 63/500 [00:00<00:00, 10442.66it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 63/500 [00:00<00:00, 10209.06it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 63/500 - RGap: 0.000671362:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  13%|█▎        | 64/500 [00:00<00:00, 8436.59it/s] 
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 64/500 [00:00<00:00, 8288.63it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 64/500 [00:00<00:00, 8153.18it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 64/500 - RGap: 0.000571788:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  13%|█▎        | 65/500 [00:00<00:00, 10809.63it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 65/500 [00:00<00:00, 10561.72it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 65/500 [00:00<00:00, 10344.52it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 65/500 - RGap: 0.000607454:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  13%|█▎        | 66/500 [00:00<00:00, 9874.23it/s] 
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 66/500 [00:00<00:00, 9672.74it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 66/500 [00:00<00:00, 9486.45it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 66/500 - RGap: 0.000515372:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  13%|█▎        | 67/500 [00:00<00:00, 11144.00it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 67/500 [00:00<00:00, 10891.34it/s]
    All-or-Nothing - Traffic Class: car               :  13%|█▎        | 67/500 [00:00<00:00, 10669.69it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 67/500 - RGap: 0.000441716:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  14%|█▎        | 68/500 [00:00<00:00, 9939.11it/s] 
    All-or-Nothing - Traffic Class: car               :  14%|█▎        | 68/500 [00:00<00:00, 9736.21it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▎        | 68/500 [00:00<00:00, 9504.87it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 68/500 - RGap: 0.000380568:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  14%|█▍        | 69/500 [00:00<00:00, 10797.56it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 69/500 [00:00<00:00, 10571.94it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 69/500 [00:00<00:00, 10369.29it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 69/500 - RGap: 0.000301856:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  14%|█▍        | 70/500 [00:00<00:00, 11914.19it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 70/500 [00:00<00:00, 11591.96it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 70/500 [00:00<00:00, 11346.03it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 70/500 - RGap: 0.000350576:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  14%|█▍        | 71/500 [00:00<00:00, 11953.42it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 71/500 [00:00<00:00, 11685.13it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 71/500 [00:00<00:00, 11446.19it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 71/500 - RGap: 0.000323738:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  14%|█▍        | 72/500 [00:00<00:00, 12276.51it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 72/500 [00:00<00:00, 12005.16it/s]
    All-or-Nothing - Traffic Class: car               :  14%|█▍        | 72/500 [00:00<00:00, 11756.98it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 72/500 - RGap: 0.000268263:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  15%|█▍        | 73/500 [00:00<00:00, 11833.66it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▍        | 73/500 [00:00<00:00, 11568.09it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▍        | 73/500 [00:00<00:00, 11339.32it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 73/500 - RGap: 0.000195391:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  15%|█▍        | 74/500 [00:00<00:00, 10621.03it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▍        | 74/500 [00:00<00:00, 10419.93it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▍        | 74/500 [00:00<00:00, 10237.77it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 74/500 - RGap: 0.000206002:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  15%|█▌        | 75/500 [00:00<00:00, 9346.99it/s] 
    All-or-Nothing - Traffic Class: car               :  15%|█▌        | 75/500 [00:00<00:00, 9180.32it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▌        | 75/500 [00:00<00:00, 8982.66it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 75/500 - RGap: 0.00019431:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  15%|█▌        | 76/500 [00:00<00:00, 12537.05it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▌        | 76/500 [00:00<00:00, 12265.93it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▌        | 76/500 [00:00<00:00, 12021.24it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 76/500 - RGap: 0.000314637:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  15%|█▌        | 77/500 [00:00<00:00, 12703.51it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▌        | 77/500 [00:00<00:00, 12421.59it/s]
    All-or-Nothing - Traffic Class: car               :  15%|█▌        | 77/500 [00:00<00:00, 12128.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 77/500 - RGap: 0.000290012:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  16%|█▌        | 78/500 [00:00<00:00, 13136.67it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 78/500 [00:00<00:00, 12834.67it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 78/500 [00:00<00:00, 12569.86it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 78/500 - RGap: 0.000280144:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  16%|█▌        | 79/500 [00:00<00:00, 11800.21it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 79/500 [00:00<00:00, 11561.81it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 79/500 [00:00<00:00, 11350.32it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 79/500 - RGap: 0.000244287:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  16%|█▌        | 80/500 [00:00<00:00, 10404.15it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 80/500 [00:00<00:00, 10214.13it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 80/500 [00:00<00:00, 10047.14it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 80/500 - RGap: 0.000186898:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  16%|█▌        | 81/500 [00:00<00:00, 12531.86it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 81/500 [00:00<00:00, 12262.28it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▌        | 81/500 [00:00<00:00, 12023.17it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 81/500 - RGap: 0.000252138:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  16%|█▋        | 82/500 [00:00<00:00, 13862.67it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▋        | 82/500 [00:00<00:00, 13549.20it/s]
    All-or-Nothing - Traffic Class: car               :  16%|█▋        | 82/500 [00:00<00:00, 13266.97it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 82/500 - RGap: 0.000250639:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  17%|█▋        | 83/500 [00:00<00:00, 5178.54it/s] 
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 83/500 [00:00<00:00, 5129.40it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 83/500 [00:00<00:00, 5079.48it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 83/500 - RGap: 0.000225905:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  17%|█▋        | 84/500 [00:00<00:00, 6046.67it/s] 
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 84/500 [00:00<00:00, 5983.42it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 84/500 [00:00<00:00, 5928.05it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 84/500 - RGap: 0.000224794:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  17%|█▋        | 85/500 [00:00<00:00, 13691.61it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 85/500 [00:00<00:00, 13352.65it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 85/500 [00:00<00:00, 13029.12it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 85/500 - RGap: 0.00018512:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  17%|█▋        | 86/500 [00:00<00:00, 13241.93it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 86/500 [00:00<00:00, 12970.05it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 86/500 [00:00<00:00, 12724.36it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 86/500 - RGap: 0.000208637:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  17%|█▋        | 87/500 [00:00<00:00, 14561.81it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 87/500 [00:00<00:00, 14224.63it/s]
    All-or-Nothing - Traffic Class: car               :  17%|█▋        | 87/500 [00:00<00:00, 13935.10it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 87/500 - RGap: 0.000202565:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  18%|█▊        | 88/500 [00:00<00:00, 7688.76it/s] 
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 88/500 [00:00<00:00, 7575.92it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 88/500 [00:00<00:00, 7488.61it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]           
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    Equilibrium Assignment - Iteration: 88/500 - RGap: 0.000266754:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  18%|█▊        | 89/500 [00:00<00:00, 11984.11it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 89/500 [00:00<00:00, 11743.58it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 89/500 [00:00<00:00, 11514.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
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    Equilibrium Assignment - Iteration: 89/500 - RGap: 0.000222453:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  18%|█▊        | 90/500 [00:00<00:00, 15438.52it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 90/500 [00:00<00:00, 15021.98it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 90/500 [00:00<00:00, 14707.68it/s]
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    Equilibrium Assignment - Iteration: 90/500 - RGap: 0.000255772:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  18%|█▊        | 91/500 [00:00<00:00, 13704.42it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 91/500 [00:00<00:00, 13417.29it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 91/500 [00:00<00:00, 13169.16it/s]
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    Equilibrium Assignment - Iteration: 91/500 - RGap: 0.000280915:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  18%|█▊        | 92/500 [00:00<00:00, 15233.95it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 92/500 [00:00<00:00, 14899.26it/s]
    All-or-Nothing - Traffic Class: car               :  18%|█▊        | 92/500 [00:00<00:00, 14597.16it/s]
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    Equilibrium Assignment - Iteration: 92/500 - RGap: 0.000184481:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  19%|█▊        | 93/500 [00:00<00:00, 15364.36it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▊        | 93/500 [00:00<00:00, 14980.81it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▊        | 93/500 [00:00<00:00, 14652.73it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
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    Equilibrium Assignment - Iteration: 93/500 - RGap: 0.000194716:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  19%|█▉        | 94/500 [00:00<00:00, 13542.56it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 94/500 [00:00<00:00, 13267.31it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 94/500 [00:00<00:00, 13028.80it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
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    Equilibrium Assignment - Iteration: 94/500 - RGap: 0.000188651:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  19%|█▉        | 95/500 [00:00<00:00, 10575.37it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 95/500 [00:00<00:00, 10417.23it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 95/500 [00:00<00:00, 10273.27it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
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    Equilibrium Assignment - Iteration: 95/500 - RGap: 0.000161913:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  19%|█▉        | 96/500 [00:00<00:00, 14131.65it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 96/500 [00:00<00:00, 13806.99it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 96/500 [00:00<00:00, 13481.54it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
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    Equilibrium Assignment - Iteration: 96/500 - RGap: 0.000131324:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  19%|█▉        | 97/500 [00:00<00:00, 13786.77it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 97/500 [00:00<00:00, 13524.62it/s]
    All-or-Nothing - Traffic Class: car               :  19%|█▉        | 97/500 [00:00<00:00, 13289.16it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
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    Equilibrium Assignment - Iteration: 97/500 - RGap: 0.000127295:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  20%|█▉        | 98/500 [00:00<00:00, 15497.56it/s]
    All-or-Nothing - Traffic Class: car               :  20%|█▉        | 98/500 [00:00<00:00, 15078.57it/s]
    All-or-Nothing - Traffic Class: car               :  20%|█▉        | 98/500 [00:00<00:00, 14781.95it/s]
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    Equilibrium Assignment - Iteration: 98/500 - RGap: 0.000160497:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  20%|█▉        | 99/500 [00:00<00:00, 14576.34it/s]
    All-or-Nothing - Traffic Class: car               :  20%|█▉        | 99/500 [00:00<00:00, 14287.94it/s]
    All-or-Nothing - Traffic Class: car               :  20%|█▉        | 99/500 [00:00<00:00, 14032.51it/s]
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    Equilibrium Assignment - Iteration: 99/500 - RGap: 0.000154616:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  20%|██        | 100/500 [00:00<00:00, 15159.40it/s]
    All-or-Nothing - Traffic Class: car               :  20%|██        | 100/500 [00:00<00:00, 14841.84it/s]
    All-or-Nothing - Traffic Class: car               :  20%|██        | 100/500 [00:00<00:00, 14565.58it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    Equilibrium Assignment - Iteration: 100/500 - RGap: 0.000152665:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  20%|██        | 101/500 [00:00<00:00, 12281.11it/s]
    All-or-Nothing - Traffic Class: car               :  20%|██        | 101/500 [00:00<00:00, 12076.99it/s]
    All-or-Nothing - Traffic Class: car               :  20%|██        | 101/500 [00:00<00:00, 11859.59it/s]
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    Equilibrium Assignment - Iteration: 101/500 - RGap: 0.000141429:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  20%|██        | 102/500 [00:00<00:00, 14618.79it/s]
    All-or-Nothing - Traffic Class: car               :  20%|██        | 102/500 [00:00<00:00, 14333.26it/s]
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    Equilibrium Assignment - Iteration: 102/500 - RGap: 0.000112301:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  21%|██        | 103/500 [00:00<00:00, 17154.96it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██        | 103/500 [00:00<00:00, 16768.10it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██        | 103/500 [00:00<00:00, 16427.61it/s]
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    Equilibrium Assignment - Iteration: 103/500 - RGap: 0.000119049:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  21%|██        | 104/500 [00:00<00:00, 9526.68it/s] 
    All-or-Nothing - Traffic Class: car               :  21%|██        | 104/500 [00:00<00:00, 9402.44it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██        | 104/500 [00:00<00:00, 9247.37it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 104/500 - RGap: 0.000108988:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  21%|██        | 105/500 [00:00<00:00, 16443.34it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██        | 105/500 [00:00<00:00, 16093.03it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██        | 105/500 [00:00<00:00, 15783.88it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 105/500 - RGap: 0.000100387:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  21%|██        | 106/500 [00:00<00:00, 17779.58it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██        | 106/500 [00:00<00:00, 17366.36it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██        | 106/500 [00:00<00:00, 17010.22it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 106/500 - RGap: 9.76502e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  21%|██▏       | 107/500 [00:00<00:00, 17003.51it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██▏       | 107/500 [00:00<00:00, 16633.58it/s]
    All-or-Nothing - Traffic Class: car               :  21%|██▏       | 107/500 [00:00<00:00, 16295.36it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 107/500 - RGap: 9.52242e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  22%|██▏       | 108/500 [00:00<00:00, 14668.72it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 108/500 [00:00<00:00, 14394.18it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 108/500 [00:00<00:00, 14152.68it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 108/500 - RGap: 9.86739e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  22%|██▏       | 109/500 [00:00<00:00, 18066.04it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 109/500 [00:00<00:00, 17596.67it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 109/500 [00:00<00:00, 17233.83it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 109/500 - RGap: 0.000107393:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  22%|██▏       | 110/500 [00:00<00:00, 16755.89it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 110/500 [00:00<00:00, 16347.43it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 110/500 [00:00<00:00, 16026.03it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 110/500 - RGap: 9.12634e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  22%|██▏       | 111/500 [00:00<00:00, 18565.53it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 111/500 [00:00<00:00, 18147.96it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 111/500 [00:00<00:00, 17771.80it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 111/500 - RGap: 9.96464e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  22%|██▏       | 112/500 [00:00<00:00, 11648.53it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 112/500 [00:00<00:00, 11479.73it/s]
    All-or-Nothing - Traffic Class: car               :  22%|██▏       | 112/500 [00:00<00:00, 11329.94it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 112/500 - RGap: 9.38104e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  23%|██▎       | 113/500 [00:00<00:00, 15303.72it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 113/500 [00:00<00:00, 15011.92it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 113/500 [00:00<00:00, 14759.02it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 113/500 - RGap: 0.000110318:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  23%|██▎       | 114/500 [00:00<00:00, 16987.02it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 114/500 [00:00<00:00, 16633.64it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 114/500 [00:00<00:00, 16327.49it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 114/500 - RGap: 0.000111674:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  23%|██▎       | 115/500 [00:00<00:00, 19457.24it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 115/500 [00:00<00:00, 19026.66it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 115/500 [00:00<00:00, 18634.15it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 115/500 - RGap: 0.000116701:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  23%|██▎       | 116/500 [00:00<00:00, 19188.33it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 116/500 [00:00<00:00, 18762.12it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 116/500 [00:00<00:00, 18263.49it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 116/500 - RGap: 9.36183e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  23%|██▎       | 117/500 [00:00<00:00, 16988.04it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 117/500 [00:00<00:00, 16642.93it/s]
    All-or-Nothing - Traffic Class: car               :  23%|██▎       | 117/500 [00:00<00:00, 16337.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 117/500 - RGap: 0.000102366:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  24%|██▎       | 118/500 [00:00<00:00, 17901.68it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▎       | 118/500 [00:00<00:00, 17527.64it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▎       | 118/500 [00:00<00:00, 17196.94it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 118/500 - RGap: 0.00010463:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  24%|██▍       | 119/500 [00:00<00:00, 15783.02it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 119/500 [00:00<00:00, 15490.11it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 119/500 [00:00<00:00, 15234.79it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 119/500 - RGap: 0.000106843:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  24%|██▍       | 120/500 [00:00<00:00, 20055.65it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 120/500 [00:00<00:00, 19605.66it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 120/500 [00:00<00:00, 19208.35it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 120/500 - RGap: 0.000138659:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  24%|██▍       | 121/500 [00:00<00:00, 18270.24it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 121/500 [00:00<00:00, 17895.30it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 121/500 [00:00<00:00, 17567.61it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 121/500 - RGap: 0.000153631:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  24%|██▍       | 122/500 [00:00<00:00, 16753.60it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 122/500 [00:00<00:00, 16412.90it/s]
    All-or-Nothing - Traffic Class: car               :  24%|██▍       | 122/500 [00:00<00:00, 16118.22it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 122/500 - RGap: 0.000193874:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  25%|██▍       | 123/500 [00:00<00:00, 17292.33it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▍       | 123/500 [00:00<00:00, 16959.77it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▍       | 123/500 [00:00<00:00, 16667.72it/s]
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    Equilibrium Assignment - Iteration: 123/500 - RGap: 0.000183136:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  25%|██▍       | 124/500 [00:00<00:00, 11549.68it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▍       | 124/500 [00:00<00:00, 11389.33it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▍       | 124/500 [00:00<00:00, 11229.97it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 124/500 - RGap: 0.000151675:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  25%|██▌       | 125/500 [00:00<00:00, 17681.37it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▌       | 125/500 [00:00<00:00, 17313.52it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▌       | 125/500 [00:00<00:00, 16920.70it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 125/500 - RGap: 0.000164677:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  25%|██▌       | 126/500 [00:00<00:00, 20719.92it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▌       | 126/500 [00:00<00:00, 20263.12it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▌       | 126/500 [00:00<00:00, 19780.01it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 126/500 - RGap: 0.000192454:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  25%|██▌       | 127/500 [00:00<00:00, 19495.54it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▌       | 127/500 [00:00<00:00, 19090.30it/s]
    All-or-Nothing - Traffic Class: car               :  25%|██▌       | 127/500 [00:00<00:00, 18731.16it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 127/500 - RGap: 0.000177294:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  26%|██▌       | 128/500 [00:00<00:00, 20991.20it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 128/500 [00:00<00:00, 20517.10it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 128/500 [00:00<00:00, 20093.23it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 128/500 - RGap: 0.000228562:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  26%|██▌       | 129/500 [00:00<00:00, 18439.33it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 129/500 [00:00<00:00, 18080.10it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 129/500 [00:00<00:00, 17757.31it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 129/500 - RGap: 0.000257799:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  26%|██▌       | 130/500 [00:00<00:00, 19672.39it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 130/500 [00:00<00:00, 19268.48it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 130/500 [00:00<00:00, 18909.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 130/500 - RGap: 0.000254705:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  26%|██▌       | 131/500 [00:00<00:00, 21265.34it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 131/500 [00:00<00:00, 20782.73it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▌       | 131/500 [00:00<00:00, 20362.21it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 131/500 - RGap: 0.000253554:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  26%|██▋       | 132/500 [00:00<00:00, 21922.32it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▋       | 132/500 [00:00<00:00, 21441.78it/s]
    All-or-Nothing - Traffic Class: car               :  26%|██▋       | 132/500 [00:00<00:00, 21013.71it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 132/500 - RGap: 0.000249231:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  27%|██▋       | 133/500 [00:00<00:00, 22030.82it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 133/500 [00:00<00:00, 21320.18it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 133/500 [00:00<00:00, 20865.62it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 133/500 - RGap: 0.000200726:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  27%|██▋       | 134/500 [00:00<00:00, 19895.81it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 134/500 [00:00<00:00, 19494.18it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 134/500 [00:00<00:00, 19141.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 134/500 - RGap: 0.00022379:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  27%|██▋       | 135/500 [00:00<00:00, 22869.71it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 135/500 [00:00<00:00, 22359.46it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 135/500 [00:00<00:00, 21873.18it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 135/500 - RGap: 0.000207701:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  27%|██▋       | 136/500 [00:00<00:00, 22181.73it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 136/500 [00:00<00:00, 21559.65it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 136/500 [00:00<00:00, 21113.57it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 136/500 - RGap: 0.000154446:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  27%|██▋       | 137/500 [00:00<00:00, 22978.35it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 137/500 [00:00<00:00, 22472.41it/s]
    All-or-Nothing - Traffic Class: car               :  27%|██▋       | 137/500 [00:00<00:00, 22016.08it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 137/500 - RGap: 0.000159567:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  28%|██▊       | 138/500 [00:00<00:00, 23624.10it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 138/500 [00:00<00:00, 23083.31it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 138/500 [00:00<00:00, 22595.80it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 138/500 - RGap: 0.000117442:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  28%|██▊       | 139/500 [00:00<00:00, 23643.78it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 139/500 [00:00<00:00, 23090.35it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 139/500 [00:00<00:00, 22524.76it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 139/500 - RGap: 9.23876e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  28%|██▊       | 140/500 [00:00<00:00, 20226.05it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 140/500 [00:00<00:00, 19822.52it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 140/500 [00:00<00:00, 19459.26it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 140/500 - RGap: 0.000102906:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  28%|██▊       | 141/500 [00:00<00:00, 19609.30it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 141/500 [00:00<00:00, 19251.20it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 141/500 [00:00<00:00, 18924.09it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 141/500 - RGap: 0.00010339:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  28%|██▊       | 142/500 [00:00<00:00, 24318.78it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 142/500 [00:00<00:00, 23665.56it/s]
    All-or-Nothing - Traffic Class: car               :  28%|██▊       | 142/500 [00:00<00:00, 23153.13it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 142/500 - RGap: 0.000117805:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  29%|██▊       | 143/500 [00:00<00:00, 20951.74it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▊       | 143/500 [00:00<00:00, 20508.29it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▊       | 143/500 [00:00<00:00, 20124.33it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 143/500 - RGap: 9.3041e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  29%|██▉       | 144/500 [00:00<00:00, 20023.86it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 144/500 [00:00<00:00, 19646.09it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 144/500 [00:00<00:00, 19259.56it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 144/500 - RGap: 7.12579e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  29%|██▉       | 145/500 [00:00<00:00, 23451.74it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 145/500 [00:00<00:00, 22937.85it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 145/500 [00:00<00:00, 22477.51it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 145/500 - RGap: 8.95107e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  29%|██▉       | 146/500 [00:00<00:00, 21850.79it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 146/500 [00:00<00:00, 21403.25it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 146/500 [00:00<00:00, 21012.54it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 146/500 - RGap: 6.81746e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  29%|██▉       | 147/500 [00:00<00:00, 12753.65it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 147/500 [00:00<00:00, 12592.68it/s]
    All-or-Nothing - Traffic Class: car               :  29%|██▉       | 147/500 [00:00<00:00, 12452.54it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 147/500 - RGap: 7.22341e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  30%|██▉       | 148/500 [00:00<00:00, 18776.11it/s]
    All-or-Nothing - Traffic Class: car               :  30%|██▉       | 148/500 [00:00<00:00, 18441.43it/s]
    All-or-Nothing - Traffic Class: car               :  30%|██▉       | 148/500 [00:00<00:00, 18146.54it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 148/500 - RGap: 6.14559e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  30%|██▉       | 149/500 [00:00<00:00, 19061.53it/s]
    All-or-Nothing - Traffic Class: car               :  30%|██▉       | 149/500 [00:00<00:00, 18729.06it/s]
    All-or-Nothing - Traffic Class: car               :  30%|██▉       | 149/500 [00:00<00:00, 18369.57it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 149/500 - RGap: 7.21365e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  30%|███       | 150/500 [00:00<00:00, 24597.14it/s]
    All-or-Nothing - Traffic Class: car               :  30%|███       | 150/500 [00:00<00:00, 24063.71it/s]
    All-or-Nothing - Traffic Class: car               :  30%|███       | 150/500 [00:00<00:00, 23576.75it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 150/500 - RGap: 5.82882e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  30%|███       | 151/500 [00:00<00:00, 16525.93it/s]
    All-or-Nothing - Traffic Class: car               :  30%|███       | 151/500 [00:00<00:00, 16277.47it/s]
    All-or-Nothing - Traffic Class: car               :  30%|███       | 151/500 [00:00<00:00, 16014.46it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 151/500 - RGap: 5.86939e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  30%|███       | 152/500 [00:00<00:00, 25897.08it/s]
    All-or-Nothing - Traffic Class: car               :  30%|███       | 152/500 [00:00<00:00, 25306.01it/s]
    All-or-Nothing - Traffic Class: car               :  30%|███       | 152/500 [00:00<00:00, 24780.74it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 152/500 - RGap: 5.81767e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  31%|███       | 153/500 [00:00<00:00, 17300.06it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 153/500 [00:00<00:00, 17026.04it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 153/500 [00:00<00:00, 16785.55it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 153/500 - RGap: 3.55131e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  31%|███       | 154/500 [00:00<00:00, 24312.98it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 154/500 [00:00<00:00, 23790.02it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 154/500 [00:00<00:00, 23336.20it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 154/500 - RGap: 2.98046e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  31%|███       | 155/500 [00:00<00:00, 26796.80it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 155/500 [00:00<00:00, 26193.28it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 155/500 [00:00<00:00, 25656.78it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 155/500 - RGap: 2.76006e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  31%|███       | 156/500 [00:00<00:00, 26501.07it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 156/500 [00:00<00:00, 25914.35it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███       | 156/500 [00:00<00:00, 25386.49it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 156/500 - RGap: 3.54696e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  31%|███▏      | 157/500 [00:00<00:00, 27699.73it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███▏      | 157/500 [00:00<00:00, 27063.36it/s]
    All-or-Nothing - Traffic Class: car               :  31%|███▏      | 157/500 [00:00<00:00, 26492.83it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 157/500 - RGap: 4.01237e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  32%|███▏      | 158/500 [00:00<00:00, 15493.06it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 158/500 [00:00<00:00, 15272.05it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 158/500 [00:00<00:00, 15083.30it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 158/500 - RGap: 3.33123e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  32%|███▏      | 159/500 [00:00<00:00, 20895.30it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 159/500 [00:00<00:00, 20522.35it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 159/500 [00:00<00:00, 20187.51it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 159/500 - RGap: 2.79442e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  32%|███▏      | 160/500 [00:00<00:00, 21286.83it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 160/500 [00:00<00:00, 20801.21it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 160/500 [00:00<00:00, 20453.78it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 160/500 - RGap: 4.02556e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  32%|███▏      | 161/500 [00:00<00:00, 22825.95it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 161/500 [00:00<00:00, 22405.62it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 161/500 [00:00<00:00, 22014.83it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 161/500 - RGap: 3.64554e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  32%|███▏      | 162/500 [00:00<00:00, 25309.24it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 162/500 [00:00<00:00, 24786.68it/s]
    All-or-Nothing - Traffic Class: car               :  32%|███▏      | 162/500 [00:00<00:00, 24312.20it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 162/500 - RGap: 3.94911e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  33%|███▎      | 163/500 [00:00<00:00, 28415.28it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 163/500 [00:00<00:00, 27770.08it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 163/500 [00:00<00:00, 27190.25it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 163/500 - RGap: 4.23251e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  33%|███▎      | 164/500 [00:00<00:00, 20567.08it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 164/500 [00:00<00:00, 20230.75it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 164/500 [00:00<00:00, 19920.82it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 164/500 - RGap: 3.30202e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  33%|███▎      | 165/500 [00:00<00:00, 27342.27it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 165/500 [00:00<00:00, 26724.60it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 165/500 [00:00<00:00, 26182.66it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 165/500 - RGap: 4.33751e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  33%|███▎      | 166/500 [00:00<00:00, 27930.62it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 166/500 [00:00<00:00, 27281.63it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 166/500 [00:00<00:00, 26710.19it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 166/500 - RGap: 3.32386e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  33%|███▎      | 167/500 [00:00<00:00, 25250.50it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 167/500 [00:00<00:00, 24737.73it/s]
    All-or-Nothing - Traffic Class: car               :  33%|███▎      | 167/500 [00:00<00:00, 24281.51it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 167/500 - RGap: 2.91694e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  34%|███▎      | 168/500 [00:00<00:00, 24149.81it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▎      | 168/500 [00:00<00:00, 23666.39it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▎      | 168/500 [00:00<00:00, 23168.38it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 168/500 - RGap: 2.82671e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  34%|███▍      | 169/500 [00:00<00:00, 24536.58it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 169/500 [00:00<00:00, 24034.90it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 169/500 [00:00<00:00, 23594.88it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 169/500 - RGap: 2.32912e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  34%|███▍      | 170/500 [00:00<00:00, 20923.52it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 170/500 [00:00<00:00, 20570.40it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 170/500 [00:00<00:00, 20256.58it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 170/500 - RGap: 2.05708e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  34%|███▍      | 171/500 [00:00<00:00, 28613.50it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 171/500 [00:00<00:00, 27821.02it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 171/500 [00:00<00:00, 27234.71it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 171/500 - RGap: 3.53876e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  34%|███▍      | 172/500 [00:00<00:00, 24933.31it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 172/500 [00:00<00:00, 24432.56it/s]
    All-or-Nothing - Traffic Class: car               :  34%|███▍      | 172/500 [00:00<00:00, 23992.16it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 172/500 - RGap: 3.27489e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  35%|███▍      | 173/500 [00:00<00:00, 18250.32it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▍      | 173/500 [00:00<00:00, 17981.23it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▍      | 173/500 [00:00<00:00, 17745.96it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 173/500 - RGap: 3.23832e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  35%|███▍      | 174/500 [00:00<00:00, 23063.11it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▍      | 174/500 [00:00<00:00, 22629.73it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▍      | 174/500 [00:00<00:00, 22239.42it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 174/500 - RGap: 1.83988e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  35%|███▌      | 175/500 [00:00<00:00, 23252.97it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▌      | 175/500 [00:00<00:00, 22749.91it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▌      | 175/500 [00:00<00:00, 22376.78it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 175/500 - RGap: 1.65123e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  35%|███▌      | 176/500 [00:00<00:00, 28393.30it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▌      | 176/500 [00:00<00:00, 27779.98it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▌      | 176/500 [00:00<00:00, 27235.74it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 176/500 - RGap: 2.2177e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  35%|███▌      | 177/500 [00:00<00:00, 28234.27it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▌      | 177/500 [00:00<00:00, 27642.40it/s]
    All-or-Nothing - Traffic Class: car               :  35%|███▌      | 177/500 [00:00<00:00, 27108.44it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 177/500 - RGap: 2.94228e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  36%|███▌      | 178/500 [00:00<00:00, 9809.30it/s] 
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 178/500 [00:00<00:00, 9728.90it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 178/500 [00:00<00:00, 9644.57it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]            
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 178/500 - RGap: 4.08132e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  36%|███▌      | 179/500 [00:00<00:00, 23397.54it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 179/500 [00:00<00:00, 22964.56it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 179/500 [00:00<00:00, 22498.66it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 179/500 - RGap: 3.86259e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  36%|███▌      | 180/500 [00:00<00:00, 26969.16it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 180/500 [00:00<00:00, 26334.18it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 180/500 [00:00<00:00, 25834.95it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 180/500 - RGap: 4.8141e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  36%|███▌      | 181/500 [00:00<00:00, 26084.70it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 181/500 [00:00<00:00, 25571.58it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▌      | 181/500 [00:00<00:00, 25112.27it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 181/500 - RGap: 4.15096e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  36%|███▋      | 182/500 [00:00<00:00, 26498.31it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▋      | 182/500 [00:00<00:00, 25956.79it/s]
    All-or-Nothing - Traffic Class: car               :  36%|███▋      | 182/500 [00:00<00:00, 25482.82it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 182/500 - RGap: 4.41152e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  37%|███▋      | 183/500 [00:00<00:00, 29400.45it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 183/500 [00:00<00:00, 28746.40it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 183/500 [00:00<00:00, 28170.35it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 183/500 - RGap: 4.45146e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  37%|███▋      | 184/500 [00:00<00:00, 28599.29it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 184/500 [00:00<00:00, 27866.11it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 184/500 [00:00<00:00, 27311.89it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 184/500 - RGap: 6.49797e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  37%|███▋      | 185/500 [00:00<00:00, 31756.82it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 185/500 [00:00<00:00, 31026.68it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 185/500 [00:00<00:00, 30356.65it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 185/500 - RGap: 6.21993e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  37%|███▋      | 186/500 [00:00<00:00, 26987.95it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 186/500 [00:00<00:00, 26467.87it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 186/500 [00:00<00:00, 25999.48it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 186/500 - RGap: 5.97062e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  37%|███▋      | 187/500 [00:00<00:00, 18223.39it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 187/500 [00:00<00:00, 17966.67it/s]
    All-or-Nothing - Traffic Class: car               :  37%|███▋      | 187/500 [00:00<00:00, 17742.32it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 187/500 - RGap: 4.70359e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  38%|███▊      | 188/500 [00:00<00:00, 23304.44it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 188/500 [00:00<00:00, 22895.74it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 188/500 [00:00<00:00, 22538.42it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 188/500 - RGap: 3.96629e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  38%|███▊      | 189/500 [00:00<00:00, 29168.91it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 189/500 [00:00<00:00, 28539.87it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 189/500 [00:00<00:00, 27984.73it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 189/500 - RGap: 3.89924e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  38%|███▊      | 190/500 [00:00<00:00, 25924.46it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 190/500 [00:00<00:00, 25425.70it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 190/500 [00:00<00:00, 24988.80it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 190/500 - RGap: 4.40551e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  38%|███▊      | 191/500 [00:00<00:00, 23464.12it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 191/500 [00:00<00:00, 23060.22it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 191/500 [00:00<00:00, 22703.40it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 191/500 - RGap: 3.01507e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  38%|███▊      | 192/500 [00:00<00:00, 27429.63it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 192/500 [00:00<00:00, 26865.04it/s]
    All-or-Nothing - Traffic Class: car               :  38%|███▊      | 192/500 [00:00<00:00, 26375.81it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 192/500 - RGap: 4.20306e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  39%|███▊      | 193/500 [00:00<00:00, 30062.79it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▊      | 193/500 [00:00<00:00, 29308.50it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▊      | 193/500 [00:00<00:00, 28735.25it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 193/500 - RGap: 4.25794e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  39%|███▉      | 194/500 [00:00<00:00, 32087.03it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 194/500 [00:00<00:00, 31363.51it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 194/500 [00:00<00:00, 30717.06it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 194/500 - RGap: 4.58513e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  39%|███▉      | 195/500 [00:00<00:00, 28112.92it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 195/500 [00:00<00:00, 27549.49it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 195/500 [00:00<00:00, 27051.08it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 195/500 - RGap: 4.16482e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  39%|███▉      | 196/500 [00:00<00:00, 21826.19it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 196/500 [00:00<00:00, 21474.98it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 196/500 [00:00<00:00, 21165.36it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 196/500 - RGap: 5.09798e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  39%|███▉      | 197/500 [00:00<00:00, 26019.58it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 197/500 [00:00<00:00, 25529.98it/s]
    All-or-Nothing - Traffic Class: car               :  39%|███▉      | 197/500 [00:00<00:00, 25102.62it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 197/500 - RGap: 3.54005e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  40%|███▉      | 198/500 [00:00<00:00, 28438.88it/s]
    All-or-Nothing - Traffic Class: car               :  40%|███▉      | 198/500 [00:00<00:00, 27886.91it/s]
    All-or-Nothing - Traffic Class: car               :  40%|███▉      | 198/500 [00:00<00:00, 27377.60it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 198/500 - RGap: 2.64941e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  40%|███▉      | 199/500 [00:00<00:00, 32601.61it/s]
    All-or-Nothing - Traffic Class: car               :  40%|███▉      | 199/500 [00:00<00:00, 31644.92it/s]
    All-or-Nothing - Traffic Class: car               :  40%|███▉      | 199/500 [00:00<00:00, 30980.12it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 199/500 - RGap: 2.66007e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  40%|████      | 200/500 [00:00<00:00, 33278.88it/s]
    All-or-Nothing - Traffic Class: car               :  40%|████      | 200/500 [00:00<00:00, 32546.78it/s]
    All-or-Nothing - Traffic Class: car               :  40%|████      | 200/500 [00:00<00:00, 31891.00it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 200/500 - RGap: 3.23085e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  40%|████      | 201/500 [00:00<00:00, 35740.85it/s]
    All-or-Nothing - Traffic Class: car               :  40%|████      | 201/500 [00:00<00:00, 34903.33it/s]
    All-or-Nothing - Traffic Class: car               :  40%|████      | 201/500 [00:00<00:00, 34115.21it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 201/500 - RGap: 3.95183e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  40%|████      | 202/500 [00:00<00:00, 27612.09it/s]
    All-or-Nothing - Traffic Class: car               :  40%|████      | 202/500 [00:00<00:00, 27100.71it/s]
    All-or-Nothing - Traffic Class: car               :  40%|████      | 202/500 [00:00<00:00, 26623.81it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 202/500 - RGap: 2.51017e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  41%|████      | 203/500 [00:00<00:00, 19108.66it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 203/500 [00:00<00:00, 18848.51it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 203/500 [00:00<00:00, 18620.97it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 203/500 - RGap: 3.58262e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  41%|████      | 204/500 [00:00<00:00, 17491.99it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 204/500 [00:00<00:00, 17240.69it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 204/500 [00:00<00:00, 17048.66it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 204/500 - RGap: 3.41629e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  41%|████      | 205/500 [00:00<00:00, 33560.98it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 205/500 [00:00<00:00, 32838.08it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 205/500 [00:00<00:00, 32178.15it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 205/500 - RGap: 2.69917e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  41%|████      | 206/500 [00:00<00:00, 31731.85it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 206/500 [00:00<00:00, 31086.80it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████      | 206/500 [00:00<00:00, 30497.57it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 206/500 - RGap: 2.67128e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  41%|████▏     | 207/500 [00:00<00:00, 36064.67it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████▏     | 207/500 [00:00<00:00, 35230.52it/s]
    All-or-Nothing - Traffic Class: car               :  41%|████▏     | 207/500 [00:00<00:00, 34490.17it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 207/500 - RGap: 2.81323e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  42%|████▏     | 208/500 [00:00<00:00, 20671.88it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 208/500 [00:00<00:00, 20372.11it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 208/500 [00:00<00:00, 20116.57it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 208/500 - RGap: 2.18979e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  42%|████▏     | 209/500 [00:00<00:00, 31594.09it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 209/500 [00:00<00:00, 30951.54it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 209/500 [00:00<00:00, 30373.50it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 209/500 - RGap: 2.8208e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  42%|████▏     | 210/500 [00:00<00:00, 19662.12it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 210/500 [00:00<00:00, 19397.12it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 210/500 [00:00<00:00, 19154.99it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 210/500 - RGap: 2.87085e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  42%|████▏     | 211/500 [00:00<00:00, 32713.49it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 211/500 [00:00<00:00, 31999.07it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 211/500 [00:00<00:00, 31374.01it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 211/500 - RGap: 2.82758e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  42%|████▏     | 212/500 [00:00<00:00, 35988.04it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 212/500 [00:00<00:00, 35157.06it/s]
    All-or-Nothing - Traffic Class: car               :  42%|████▏     | 212/500 [00:00<00:00, 34424.79it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 212/500 - RGap: 3.01415e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  43%|████▎     | 213/500 [00:00<00:00, 34836.68it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 213/500 [00:00<00:00, 34057.13it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 213/500 [00:00<00:00, 33175.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 213/500 - RGap: 2.15339e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  43%|████▎     | 214/500 [00:00<00:00, 34562.23it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 214/500 [00:00<00:00, 33799.56it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 214/500 [00:00<00:00, 33128.41it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 214/500 - RGap: 2.8496e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  43%|████▎     | 215/500 [00:00<00:00, 31664.57it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 215/500 [00:00<00:00, 31044.32it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 215/500 [00:00<00:00, 30482.89it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 215/500 - RGap: 2.263e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  43%|████▎     | 216/500 [00:00<00:00, 32400.03it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 216/500 [00:00<00:00, 31720.52it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 216/500 [00:00<00:00, 31118.01it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 216/500 - RGap: 2.3787e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  43%|████▎     | 217/500 [00:00<00:00, 11470.97it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 217/500 [00:00<00:00, 11383.45it/s]
    All-or-Nothing - Traffic Class: car               :  43%|████▎     | 217/500 [00:00<00:00, 11306.81it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 217/500 - RGap: 3.61476e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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    All-or-Nothing - Traffic Class: car               :  44%|████▎     | 218/500 [00:00<00:00, 33443.97it/s]
    All-or-Nothing - Traffic Class: car               :  44%|████▎     | 218/500 [00:00<00:00, 32634.67it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 218/500 - RGap: 3.30707e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  44%|████▍     | 219/500 [00:00<00:00, 36343.78it/s]
    All-or-Nothing - Traffic Class: car               :  44%|████▍     | 219/500 [00:00<00:00, 35551.83it/s]
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    Equilibrium Assignment - Iteration: 219/500 - RGap: 3.72804e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  44%|████▍     | 220/500 [00:00<00:00, 29882.67it/s]
    All-or-Nothing - Traffic Class: car               :  44%|████▍     | 220/500 [00:00<00:00, 29243.42it/s]
    All-or-Nothing - Traffic Class: car               :  44%|████▍     | 220/500 [00:00<00:00, 28754.07it/s]
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    Equilibrium Assignment - Iteration: 220/500 - RGap: 3.62903e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  44%|████▍     | 221/500 [00:00<00:00, 28752.17it/s]
    All-or-Nothing - Traffic Class: car               :  44%|████▍     | 221/500 [00:00<00:00, 28230.28it/s]
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    Equilibrium Assignment - Iteration: 221/500 - RGap: 3.31188e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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    All-or-Nothing - Traffic Class: car               :  44%|████▍     | 222/500 [00:00<00:00, 31474.29it/s]
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    Equilibrium Assignment - Iteration: 222/500 - RGap: 3.97776e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  45%|████▍     | 223/500 [00:00<00:00, 18074.35it/s]
    All-or-Nothing - Traffic Class: car               :  45%|████▍     | 223/500 [00:00<00:00, 17856.96it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 223/500 - RGap: 4.31268e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  45%|████▍     | 224/500 [00:00<00:00, 33855.50it/s]
    All-or-Nothing - Traffic Class: car               :  45%|████▍     | 224/500 [00:00<00:00, 33143.69it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 224/500 - RGap: 2.89816e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  45%|████▌     | 225/500 [00:00<00:00, 36178.59it/s]
    All-or-Nothing - Traffic Class: car               :  45%|████▌     | 225/500 [00:00<00:00, 35410.24it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 225/500 - RGap: 2.79975e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  45%|████▌     | 226/500 [00:00<00:00, 32305.66it/s]
    All-or-Nothing - Traffic Class: car               :  45%|████▌     | 226/500 [00:00<00:00, 31673.11it/s]
    All-or-Nothing - Traffic Class: car               :  45%|████▌     | 226/500 [00:00<00:00, 31116.85it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 226/500 - RGap: 3.23164e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  45%|████▌     | 227/500 [00:00<00:00, 38686.24it/s]
    All-or-Nothing - Traffic Class: car               :  45%|████▌     | 227/500 [00:00<00:00, 37795.52it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 227/500 - RGap: 3.4699e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  46%|████▌     | 228/500 [00:00<00:00, 30686.09it/s]
    All-or-Nothing - Traffic Class: car               :  46%|████▌     | 228/500 [00:00<00:00, 30109.29it/s]
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    Equilibrium Assignment - Iteration: 228/500 - RGap: 3.21766e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  46%|████▌     | 229/500 [00:00<00:00, 39093.80it/s]
    All-or-Nothing - Traffic Class: car               :  46%|████▌     | 229/500 [00:00<00:00, 38210.43it/s]
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    Equilibrium Assignment - Iteration: 229/500 - RGap: 5.12371e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  46%|████▌     | 230/500 [00:00<00:00, 39157.73it/s]
    All-or-Nothing - Traffic Class: car               :  46%|████▌     | 230/500 [00:00<00:00, 38260.09it/s]
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    Equilibrium Assignment - Iteration: 230/500 - RGap: 3.52367e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  46%|████▌     | 231/500 [00:00<00:00, 39917.77it/s]
    All-or-Nothing - Traffic Class: car               :  46%|████▌     | 231/500 [00:00<00:00, 38879.78it/s]
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    Equilibrium Assignment - Iteration: 231/500 - RGap: 3.96602e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  46%|████▋     | 232/500 [00:00<00:00, 33661.22it/s]
    All-or-Nothing - Traffic Class: car               :  46%|████▋     | 232/500 [00:00<00:00, 33008.09it/s]
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    Equilibrium Assignment - Iteration: 232/500 - RGap: 4.22053e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  47%|████▋     | 233/500 [00:00<00:00, 38461.68it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 233/500 [00:00<00:00, 37636.63it/s]
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    Equilibrium Assignment - Iteration: 233/500 - RGap: 3.35309e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  47%|████▋     | 234/500 [00:00<00:00, 39015.23it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 234/500 [00:00<00:00, 38013.37it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 234/500 [00:00<00:00, 37238.85it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 234/500 - RGap: 3.18157e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  47%|████▋     | 235/500 [00:00<00:00, 41996.65it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 235/500 [00:00<00:00, 40770.24it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 235/500 [00:00<00:00, 39850.47it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 235/500 - RGap: 3.02683e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  47%|████▋     | 236/500 [00:00<00:00, 33063.52it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 236/500 [00:00<00:00, 32433.02it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 236/500 [00:00<00:00, 31878.39it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 236/500 - RGap: 3.46088e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  47%|████▋     | 237/500 [00:00<00:00, 36697.06it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 237/500 [00:00<00:00, 35922.59it/s]
    All-or-Nothing - Traffic Class: car               :  47%|████▋     | 237/500 [00:00<00:00, 35250.00it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 237/500 - RGap: 3.04028e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  48%|████▊     | 238/500 [00:00<00:00, 39896.26it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 238/500 [00:00<00:00, 38998.49it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 238/500 [00:00<00:00, 38207.39it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 238/500 - RGap: 3.0168e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  48%|████▊     | 239/500 [00:00<00:00, 35364.38it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 239/500 [00:00<00:00, 34547.79it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 239/500 [00:00<00:00, 33879.91it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 239/500 - RGap: 2.57425e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  48%|████▊     | 240/500 [00:00<00:00, 20651.85it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 240/500 [00:00<00:00, 20358.23it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 240/500 [00:00<00:00, 20130.65it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 240/500 - RGap: 3.08949e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  48%|████▊     | 241/500 [00:00<00:00, 21414.92it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 241/500 [00:00<00:00, 21142.59it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 241/500 [00:00<00:00, 20903.43it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 241/500 - RGap: 2.36756e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  48%|████▊     | 242/500 [00:00<00:00, 37661.74it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 242/500 [00:00<00:00, 36865.64it/s]
    All-or-Nothing - Traffic Class: car               :  48%|████▊     | 242/500 [00:00<00:00, 36174.55it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 242/500 - RGap: 4.18077e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  49%|████▊     | 243/500 [00:00<00:00, 27011.26it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▊     | 243/500 [00:00<00:00, 26589.16it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▊     | 243/500 [00:00<00:00, 26141.11it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 243/500 - RGap: 4.28639e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  49%|████▉     | 244/500 [00:00<00:00, 41211.70it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 244/500 [00:00<00:00, 40244.21it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 244/500 [00:00<00:00, 39411.95it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 244/500 - RGap: 3.67148e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  49%|████▉     | 245/500 [00:00<00:00, 36846.23it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 245/500 [00:00<00:00, 36070.22it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 245/500 [00:00<00:00, 35396.80it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 245/500 - RGap: 5.06439e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  49%|████▉     | 246/500 [00:00<00:00, 36170.47it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 246/500 [00:00<00:00, 35439.95it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 246/500 [00:00<00:00, 34780.52it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 246/500 - RGap: 4.39716e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  49%|████▉     | 247/500 [00:00<00:00, 22885.27it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 247/500 [00:00<00:00, 22583.94it/s]
    All-or-Nothing - Traffic Class: car               :  49%|████▉     | 247/500 [00:00<00:00, 22322.15it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 247/500 - RGap: 4.21532e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  50%|████▉     | 248/500 [00:00<00:00, 37922.91it/s]
    All-or-Nothing - Traffic Class: car               :  50%|████▉     | 248/500 [00:00<00:00, 37160.17it/s]
    All-or-Nothing - Traffic Class: car               :  50%|████▉     | 248/500 [00:00<00:00, 36467.09it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 248/500 - RGap: 3.40353e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  50%|████▉     | 249/500 [00:00<00:00, 41099.59it/s]
    All-or-Nothing - Traffic Class: car               :  50%|████▉     | 249/500 [00:00<00:00, 39959.51it/s]
    All-or-Nothing - Traffic Class: car               :  50%|████▉     | 249/500 [00:00<00:00, 39074.44it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 249/500 - RGap: 3.59705e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  50%|█████     | 250/500 [00:00<00:00, 21491.62it/s]
    All-or-Nothing - Traffic Class: car               :  50%|█████     | 250/500 [00:00<00:00, 21085.81it/s]
    All-or-Nothing - Traffic Class: car               :  50%|█████     | 250/500 [00:00<00:00, 20851.83it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 250/500 - RGap: 4.31303e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  50%|█████     | 251/500 [00:00<00:00, 42541.33it/s]
    All-or-Nothing - Traffic Class: car               :  50%|█████     | 251/500 [00:00<00:00, 41576.96it/s]
    All-or-Nothing - Traffic Class: car               :  50%|█████     | 251/500 [00:00<00:00, 40708.80it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 251/500 - RGap: 5.1756e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  50%|█████     | 252/500 [00:00<00:00, 40492.07it/s]
    All-or-Nothing - Traffic Class: car               :  50%|█████     | 252/500 [00:00<00:00, 39458.12it/s]
    All-or-Nothing - Traffic Class: car               :  50%|█████     | 252/500 [00:00<00:00, 38665.66it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 252/500 - RGap: 4.90548e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  51%|█████     | 253/500 [00:00<00:00, 43461.62it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 253/500 [00:00<00:00, 42459.94it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 253/500 [00:00<00:00, 41573.32it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 253/500 - RGap: 3.87514e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  51%|█████     | 254/500 [00:00<00:00, 33238.28it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 254/500 [00:00<00:00, 32656.51it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 254/500 [00:00<00:00, 32132.51it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 254/500 - RGap: 3.66347e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  51%|█████     | 255/500 [00:00<00:00, 40095.50it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 255/500 [00:00<00:00, 39038.86it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 255/500 [00:00<00:00, 38256.88it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 255/500 - RGap: 3.28501e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  51%|█████     | 256/500 [00:00<00:00, 35577.93it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 256/500 [00:00<00:00, 34928.66it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████     | 256/500 [00:00<00:00, 34327.88it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 256/500 - RGap: 3.72318e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  51%|█████▏    | 257/500 [00:00<00:00, 46030.24it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████▏    | 257/500 [00:00<00:00, 44957.09it/s]
    All-or-Nothing - Traffic Class: car               :  51%|█████▏    | 257/500 [00:00<00:00, 43993.80it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 257/500 - RGap: 2.45705e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  52%|█████▏    | 258/500 [00:00<00:00, 40856.70it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 258/500 [00:00<00:00, 40015.18it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 258/500 [00:00<00:00, 39248.86it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 258/500 - RGap: 2.60954e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  52%|█████▏    | 259/500 [00:00<00:00, 44292.78it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 259/500 [00:00<00:00, 43235.08it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 259/500 [00:00<00:00, 42300.72it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 259/500 - RGap: 1.90973e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  52%|█████▏    | 260/500 [00:00<00:00, 43123.97it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 260/500 [00:00<00:00, 42173.37it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 260/500 [00:00<00:00, 41095.83it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 260/500 - RGap: 2.18022e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  52%|█████▏    | 261/500 [00:00<00:00, 38606.06it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 261/500 [00:00<00:00, 37716.22it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 261/500 [00:00<00:00, 37031.10it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 261/500 - RGap: 1.96684e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  52%|█████▏    | 262/500 [00:00<00:00, 39547.55it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 262/500 [00:00<00:00, 38719.84it/s]
    All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 262/500 [00:00<00:00, 37985.06it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 262/500 - RGap: 2.73711e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  53%|█████▎    | 263/500 [00:00<00:00, 39296.85it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 263/500 [00:00<00:00, 38485.22it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 263/500 [00:00<00:00, 37772.29it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 263/500 - RGap: 1.56685e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  53%|█████▎    | 264/500 [00:00<00:00, 40761.87it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 264/500 [00:00<00:00, 39767.86it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 264/500 [00:00<00:00, 38985.19it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 264/500 - RGap: 2.29702e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  53%|█████▎    | 265/500 [00:00<00:00, 40544.63it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 265/500 [00:00<00:00, 39567.50it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 265/500 [00:00<00:00, 38791.42it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
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    Equilibrium Assignment - Iteration: 265/500 - RGap: 1.76094e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  53%|█████▎    | 266/500 [00:00<00:00, 42803.95it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 266/500 [00:00<00:00, 41859.64it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 266/500 [00:00<00:00, 41004.26it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 266/500 - RGap: 1.6191e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  53%|█████▎    | 267/500 [00:00<00:00, 44595.38it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 267/500 [00:00<00:00, 43338.98it/s]
    All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 267/500 [00:00<00:00, 42355.49it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 267/500 - RGap: 1.58589e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  54%|█████▎    | 268/500 [00:00<00:00, 36417.85it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▎    | 268/500 [00:00<00:00, 35749.56it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▎    | 268/500 [00:00<00:00, 35144.87it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 268/500 - RGap: 1.59724e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  54%|█████▍    | 269/500 [00:00<00:00, 45136.13it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 269/500 [00:00<00:00, 44133.30it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 269/500 [00:00<00:00, 43231.96it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 269/500 - RGap: 1.58247e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  54%|█████▍    | 270/500 [00:00<00:00, 37352.80it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 270/500 [00:00<00:00, 36665.87it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 270/500 [00:00<00:00, 36036.98it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 270/500 - RGap: 1.19033e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  54%|█████▍    | 271/500 [00:00<00:00, 47835.05it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 271/500 [00:00<00:00, 46725.99it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 271/500 [00:00<00:00, 45577.46it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 271/500 - RGap: 1.12504e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  54%|█████▍    | 272/500 [00:00<00:00, 27911.40it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 272/500 [00:00<00:00, 27466.55it/s]
    All-or-Nothing - Traffic Class: car               :  54%|█████▍    | 272/500 [00:00<00:00, 27105.67it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 272/500 - RGap: 1.47938e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  55%|█████▍    | 273/500 [00:00<00:00, 41932.29it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▍    | 273/500 [00:00<00:00, 41076.37it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▍    | 273/500 [00:00<00:00, 40171.38it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 273/500 - RGap: 1.62696e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  55%|█████▍    | 274/500 [00:00<00:00, 28355.28it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▍    | 274/500 [00:00<00:00, 27921.94it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▍    | 274/500 [00:00<00:00, 27547.80it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 274/500 - RGap: 2.22594e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  55%|█████▌    | 275/500 [00:00<00:00, 49811.44it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▌    | 275/500 [00:00<00:00, 48647.56it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▌    | 275/500 [00:00<00:00, 47328.12it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 275/500 - RGap: 2.40781e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  55%|█████▌    | 276/500 [00:00<00:00, 41432.64it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▌    | 276/500 [00:00<00:00, 40609.97it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▌    | 276/500 [00:00<00:00, 39708.71it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 276/500 - RGap: 2.0442e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  55%|█████▌    | 277/500 [00:00<00:00, 48898.24it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▌    | 277/500 [00:00<00:00, 47564.98it/s]
    All-or-Nothing - Traffic Class: car               :  55%|█████▌    | 277/500 [00:00<00:00, 46497.07it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 277/500 - RGap: 1.66349e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  56%|█████▌    | 278/500 [00:00<00:00, 48160.61it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 278/500 [00:00<00:00, 46980.80it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 278/500 [00:00<00:00, 45973.13it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 278/500 - RGap: 1.58977e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  56%|█████▌    | 279/500 [00:00<00:00, 37455.14it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 279/500 [00:00<00:00, 36682.57it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 279/500 [00:00<00:00, 36058.63it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 279/500 - RGap: 1.89063e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  56%|█████▌    | 280/500 [00:00<00:00, 48858.22it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 280/500 [00:00<00:00, 47637.41it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 280/500 [00:00<00:00, 46601.53it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
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    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 280/500 - RGap: 1.82863e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  56%|█████▌    | 281/500 [00:00<00:00, 47081.83it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 281/500 [00:00<00:00, 46067.83it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▌    | 281/500 [00:00<00:00, 45124.22it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 281/500 - RGap: 1.96877e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  56%|█████▋    | 282/500 [00:00<00:00, 45193.10it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▋    | 282/500 [00:00<00:00, 44223.20it/s]
    All-or-Nothing - Traffic Class: car               :  56%|█████▋    | 282/500 [00:00<00:00, 43343.24it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 282/500 - RGap: 1.5702e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  57%|█████▋    | 283/500 [00:00<00:00, 52079.15it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 283/500 [00:00<00:00, 50665.36it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 283/500 [00:00<00:00, 49431.06it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 283/500 - RGap: 2.43338e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  57%|█████▋    | 284/500 [00:00<00:00, 44742.60it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 284/500 [00:00<00:00, 43817.63it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 284/500 [00:00<00:00, 42970.40it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 284/500 - RGap: 3.04136e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  57%|█████▋    | 285/500 [00:00<00:00, 49765.89it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 285/500 [00:00<00:00, 48578.72it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 285/500 [00:00<00:00, 47354.78it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 285/500 - RGap: 3.00817e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  57%|█████▋    | 286/500 [00:00<00:00, 42806.66it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 286/500 [00:00<00:00, 41972.39it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 286/500 [00:00<00:00, 41053.08it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 286/500 - RGap: 3.83605e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  57%|█████▋    | 287/500 [00:00<00:00, 45101.73it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 287/500 [00:00<00:00, 44184.60it/s]
    All-or-Nothing - Traffic Class: car               :  57%|█████▋    | 287/500 [00:00<00:00, 43339.88it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 287/500 - RGap: 4.13954e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  58%|█████▊    | 288/500 [00:00<00:00, 31700.81it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 288/500 [00:00<00:00, 31223.11it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 288/500 [00:00<00:00, 30791.73it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 288/500 - RGap: 4.1254e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  58%|█████▊    | 289/500 [00:00<00:00, 46114.05it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 289/500 [00:00<00:00, 45142.03it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 289/500 [00:00<00:00, 44256.96it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 289/500 - RGap: 4.59772e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  58%|█████▊    | 290/500 [00:00<00:00, 44983.29it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 290/500 [00:00<00:00, 44068.99it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 290/500 [00:00<00:00, 43226.42it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 290/500 - RGap: 5.37966e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  58%|█████▊    | 291/500 [00:00<00:00, 48397.73it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 291/500 [00:00<00:00, 47157.97it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 291/500 [00:00<00:00, 46148.76it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 291/500 - RGap: 5.3807e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  58%|█████▊    | 292/500 [00:00<00:00, 37997.54it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 292/500 [00:00<00:00, 37329.29it/s]
    All-or-Nothing - Traffic Class: car               :  58%|█████▊    | 292/500 [00:00<00:00, 36724.84it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 292/500 - RGap: 4.47008e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  59%|█████▊    | 293/500 [00:00<00:00, 39888.70it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▊    | 293/500 [00:00<00:00, 39159.13it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▊    | 293/500 [00:00<00:00, 38381.31it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 293/500 - RGap: 4.11382e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  59%|█████▉    | 294/500 [00:00<00:00, 43155.50it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 294/500 [00:00<00:00, 42107.75it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 294/500 [00:00<00:00, 41324.58it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 294/500 - RGap: 3.65557e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  59%|█████▉    | 295/500 [00:00<00:00, 53475.65it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 295/500 [00:00<00:00, 52038.51it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 295/500 [00:00<00:00, 50891.28it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 295/500 - RGap: 3.53735e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  59%|█████▉    | 296/500 [00:00<00:00, 54212.22it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 296/500 [00:00<00:00, 52927.23it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 296/500 [00:00<00:00, 51560.03it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 296/500 - RGap: 3.28352e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  59%|█████▉    | 297/500 [00:00<00:00, 46128.80it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 297/500 [00:00<00:00, 45186.75it/s]
    All-or-Nothing - Traffic Class: car               :  59%|█████▉    | 297/500 [00:00<00:00, 44334.41it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 297/500 - RGap: 3.03613e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  60%|█████▉    | 298/500 [00:00<00:00, 53038.39it/s]
    All-or-Nothing - Traffic Class: car               :  60%|█████▉    | 298/500 [00:00<00:00, 51809.43it/s]
    All-or-Nothing - Traffic Class: car               :  60%|█████▉    | 298/500 [00:00<00:00, 50693.65it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 298/500 - RGap: 3.57196e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  60%|█████▉    | 299/500 [00:00<00:00, 50627.62it/s]
    All-or-Nothing - Traffic Class: car               :  60%|█████▉    | 299/500 [00:00<00:00, 49352.52it/s]
    All-or-Nothing - Traffic Class: car               :  60%|█████▉    | 299/500 [00:00<00:00, 48262.34it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 299/500 - RGap: 2.81422e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  60%|██████    | 300/500 [00:00<00:00, 31085.04it/s]
    All-or-Nothing - Traffic Class: car               :  60%|██████    | 300/500 [00:00<00:00, 30509.21it/s]
    All-or-Nothing - Traffic Class: car               :  60%|██████    | 300/500 [00:00<00:00, 30085.39it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 300/500 - RGap: 2.8272e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  60%|██████    | 301/500 [00:00<00:00, 53736.51it/s]
    All-or-Nothing - Traffic Class: car               :  60%|██████    | 301/500 [00:00<00:00, 52205.50it/s]
    All-or-Nothing - Traffic Class: car               :  60%|██████    | 301/500 [00:00<00:00, 51046.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 301/500 - RGap: 2.4158e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  60%|██████    | 302/500 [00:00<00:00, 46276.48it/s]
    All-or-Nothing - Traffic Class: car               :  60%|██████    | 302/500 [00:00<00:00, 45180.48it/s]
    All-or-Nothing - Traffic Class: car               :  60%|██████    | 302/500 [00:00<00:00, 44309.64it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
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    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
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    All-or-Nothing - Traffic Class: car               :  61%|██████    | 303/500 [00:00<00:00, 39149.59it/s]
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    Equilibrium Assignment - Iteration: 303/500 - RGap: 2.14287e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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    All-or-Nothing - Traffic Class: car               :  61%|██████    | 304/500 [00:00<00:00, 51455.55it/s]
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    Equilibrium Assignment - Iteration: 304/500 - RGap: 2.40716e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  61%|██████    | 305/500 [00:00<00:00, 55345.80it/s]
    All-or-Nothing - Traffic Class: car               :  61%|██████    | 305/500 [00:00<00:00, 53802.53it/s]
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    Equilibrium Assignment - Iteration: 305/500 - RGap: 2.43449e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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    All-or-Nothing - Traffic Class: car               :  61%|██████    | 306/500 [00:00<00:00, 43171.89it/s]
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    Equilibrium Assignment - Iteration: 306/500 - RGap: 2.2334e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  61%|██████▏   | 307/500 [00:00<00:00, 47900.13it/s]
    All-or-Nothing - Traffic Class: car               :  61%|██████▏   | 307/500 [00:00<00:00, 46932.91it/s]
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    Equilibrium Assignment - Iteration: 307/500 - RGap: 2.04477e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  62%|██████▏   | 308/500 [00:00<00:00, 54370.61it/s]
    All-or-Nothing - Traffic Class: car               :  62%|██████▏   | 308/500 [00:00<00:00, 53120.84it/s]
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    Equilibrium Assignment - Iteration: 308/500 - RGap: 1.87935e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  62%|██████▏   | 309/500 [00:00<00:00, 46586.63it/s]
    All-or-Nothing - Traffic Class: car               :  62%|██████▏   | 309/500 [00:00<00:00, 45587.05it/s]
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    Equilibrium Assignment - Iteration: 309/500 - RGap: 2.05788e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  62%|██████▏   | 310/500 [00:00<00:00, 55575.07it/s]
    All-or-Nothing - Traffic Class: car               :  62%|██████▏   | 310/500 [00:00<00:00, 54275.93it/s]
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    Equilibrium Assignment - Iteration: 310/500 - RGap: 2.53349e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  62%|██████▏   | 311/500 [00:00<00:00, 41707.01it/s]
    All-or-Nothing - Traffic Class: car               :  62%|██████▏   | 311/500 [00:00<00:00, 40818.24it/s]
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    Equilibrium Assignment - Iteration: 311/500 - RGap: 2.41661e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  62%|██████▏   | 312/500 [00:00<00:00, 52976.39it/s]
    All-or-Nothing - Traffic Class: car               :  62%|██████▏   | 312/500 [00:00<00:00, 51810.23it/s]
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    Equilibrium Assignment - Iteration: 312/500 - RGap: 2.2276e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  63%|██████▎   | 313/500 [00:00<00:00, 55197.49it/s]
    All-or-Nothing - Traffic Class: car               :  63%|██████▎   | 313/500 [00:00<00:00, 53941.04it/s]
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    Equilibrium Assignment - Iteration: 313/500 - RGap: 1.77179e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  63%|██████▎   | 314/500 [00:00<00:00, 55720.57it/s]
    All-or-Nothing - Traffic Class: car               :  63%|██████▎   | 314/500 [00:00<00:00, 54446.71it/s]
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    Equilibrium Assignment - Iteration: 314/500 - RGap: 2.25913e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  63%|██████▎   | 315/500 [00:00<00:00, 49522.31it/s]
    All-or-Nothing - Traffic Class: car               :  63%|██████▎   | 315/500 [00:00<00:00, 48433.07it/s]
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    Equilibrium Assignment - Iteration: 315/500 - RGap: 1.83951e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  63%|██████▎   | 316/500 [00:00<00:00, 43035.26it/s]
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    Equilibrium Assignment - Iteration: 316/500 - RGap: 2.27555e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  63%|██████▎   | 317/500 [00:00<00:00, 55395.15it/s]
    All-or-Nothing - Traffic Class: car               :  63%|██████▎   | 317/500 [00:00<00:00, 53947.67it/s]
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    Equilibrium Assignment - Iteration: 317/500 - RGap: 2.56942e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  64%|██████▎   | 318/500 [00:00<00:00, 49809.12it/s]
    All-or-Nothing - Traffic Class: car               :  64%|██████▎   | 318/500 [00:00<00:00, 48781.68it/s]
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    Equilibrium Assignment - Iteration: 318/500 - RGap: 1.84712e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  64%|██████▍   | 319/500 [00:00<00:00, 58325.33it/s]
    All-or-Nothing - Traffic Class: car               :  64%|██████▍   | 319/500 [00:00<00:00, 56942.72it/s]
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    Equilibrium Assignment - Iteration: 319/500 - RGap: 1.61937e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  64%|██████▍   | 320/500 [00:00<00:00, 56472.31it/s]
    All-or-Nothing - Traffic Class: car               :  64%|██████▍   | 320/500 [00:00<00:00, 55160.99it/s]
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    Equilibrium Assignment - Iteration: 320/500 - RGap: 1.40303e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  64%|██████▍   | 321/500 [00:00<00:00, 53969.28it/s]
    All-or-Nothing - Traffic Class: car               :  64%|██████▍   | 321/500 [00:00<00:00, 52553.64it/s]
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    Equilibrium Assignment - Iteration: 321/500 - RGap: 1.82647e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  64%|██████▍   | 322/500 [00:00<00:00, 54405.65it/s]
    All-or-Nothing - Traffic Class: car               :  64%|██████▍   | 322/500 [00:00<00:00, 53205.40it/s]
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    Equilibrium Assignment - Iteration: 322/500 - RGap: 1.46067e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  65%|██████▍   | 323/500 [00:00<00:00, 51367.26it/s]
    All-or-Nothing - Traffic Class: car               :  65%|██████▍   | 323/500 [00:00<00:00, 50018.84it/s]
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    Equilibrium Assignment - Iteration: 323/500 - RGap: 1.37004e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  65%|██████▍   | 324/500 [00:00<00:00, 48848.11it/s]
    All-or-Nothing - Traffic Class: car               :  65%|██████▍   | 324/500 [00:00<00:00, 47707.72it/s]
    All-or-Nothing - Traffic Class: car               :  65%|██████▍   | 324/500 [00:00<00:00, 46799.18it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 324/500 - RGap: 1.3083e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  65%|██████▌   | 325/500 [00:00<00:00, 46671.99it/s]
    All-or-Nothing - Traffic Class: car               :  65%|██████▌   | 325/500 [00:00<00:00, 45783.19it/s]
    All-or-Nothing - Traffic Class: car               :  65%|██████▌   | 325/500 [00:00<00:00, 44972.08it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 325/500 - RGap: 1.14824e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  65%|██████▌   | 326/500 [00:00<00:00, 54049.45it/s]
    All-or-Nothing - Traffic Class: car               :  65%|██████▌   | 326/500 [00:00<00:00, 52846.22it/s]
    All-or-Nothing - Traffic Class: car               :  65%|██████▌   | 326/500 [00:00<00:00, 51601.75it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 326/500 - RGap: 1.03573e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  65%|██████▌   | 327/500 [00:00<00:00, 32768.00it/s]
    All-or-Nothing - Traffic Class: car               :  65%|██████▌   | 327/500 [00:00<00:00, 32316.33it/s]
    All-or-Nothing - Traffic Class: car               :  65%|██████▌   | 327/500 [00:00<00:00, 31909.58it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment - Iteration: 327/500 - RGap: 1.02418e-05:   0%|          | 0/500 [00:00<?, ?it/s]
    Equilibrium Assignment                            :  66%|██████▌   | 328/500 [00:00<00:00, 46292.88it/s]
    All-or-Nothing - Traffic Class: car               :  66%|██████▌   | 328/500 [00:00<00:00, 45429.18it/s]
    All-or-Nothing - Traffic Class: car               :  66%|██████▌   | 328/500 [00:00<00:00, 44640.53it/s]
    All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]             
    All-or-Nothing - Traffic Class: car - Zones: 0/24 :   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 10/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 20/24:   0%|          | 0/500 [00:00<?, ?it/s]
    All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
                                                                                           



.. GENERATED FROM PYTHON SOURCE LINES 385-387

To save our select link results, all we need to do is provide it with a name.
In addition to exporting the select link flows, it also exports the Select Link matrices in OMX format.

.. GENERATED FROM PYTHON SOURCE LINES 387-389

.. code-block:: Python

    assig.save_select_link_results("select_link_analysis")








.. GENERATED FROM PYTHON SOURCE LINES 390-397

.. note::

   Say we just want to save our select link flows, we can call: ``assig.save_select_link_flows("just_flows")``

   Or if we just want the select link matrices: ``assig.save_select_link_matrices("just_matrices")``

   Internally, the ``save_select_link_results`` calls both of these methods at once.

.. GENERATED FROM PYTHON SOURCE LINES 399-400

We can export the results to CSV or AequilibraE Data, but let's put it directly into the results database

.. GENERATED FROM PYTHON SOURCE LINES 400-402

.. code-block:: Python

    assig.save_results("future_year_assignment")








.. GENERATED FROM PYTHON SOURCE LINES 403-404

And save the skims

.. GENERATED FROM PYTHON SOURCE LINES 404-406

.. code-block:: Python

    assig.save_skims("future_year_assignment_skims", which_ones="all", format="omx")








.. GENERATED FROM PYTHON SOURCE LINES 407-409

Run convergence study
~~~~~~~~~~~~~~~~~~~~~

.. GENERATED FROM PYTHON SOURCE LINES 409-424

.. code-block:: Python


    df = assig.report()
    x = df.iteration.values
    y = df.rgap.values

    fig = plt.figure()
    ax = fig.add_subplot(111)

    plt.plot(x, y, "k--")
    plt.yscale("log")
    plt.grid(True, which="both")
    plt.xlabel("Iterations")
    plt.ylabel("Relative Gap")
    plt.show()




.. image-sg:: /traffic_assignment/_auto_examples/images/sphx_glr_plot_forecasting_003.png
   :alt: plot forecasting
   :srcset: /traffic_assignment/_auto_examples/images/sphx_glr_plot_forecasting_003.png
   :class: sphx-glr-single-img





.. GENERATED FROM PYTHON SOURCE LINES 425-426

Close the project

.. GENERATED FROM PYTHON SOURCE LINES 426-427

.. code-block:: Python

    project.close()








.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 5.037 seconds)


.. _sphx_glr_download_traffic_assignment__auto_examples_plot_forecasting.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_forecasting.ipynb <plot_forecasting.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_forecasting.py <plot_forecasting.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_forecasting.zip <plot_forecasting.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_