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.

See also

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

• aequilibrae.paths.graph()

• aequilibrae.paths.traffic_class.TrafficClass()

• aequilibrae.paths.traffic_assignment.TrafficAssignment()

• aequilibrae.distribution.ipf()

• aequilibrae.distribution.gravity_calibration()

• aequilibrae.distribution.gravity_application()

• aequilibrae.distribution.synthetic_gravity_model()

# 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

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

project = create_example(fldr)
logger = project.logger

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.

from aequilibrae.paths import TrafficAssignment, TrafficClass

# 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)

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

proj_matrices = project.matrices
proj_matrices.list()

	name	file_name	cores	procedure	procedure_id	timestamp	description	status
0	demand_omx	demand.omx	1	None	None	2020-11-24 08:47:18	Original data imported to OMX format
1	demand_mc	demand_mc.omx	3	None	None	2021-02-24 00:51:35	NaN
2	skims	skims.omx	2	None	None	NaN	Example skim
3	demand_aem	demand.aem	1	None	None	2020-11-24 08:46:42	Original data imported to AEM format

We get the demand matrix, and prepare it for computation

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

Let’s perform the traffic assignment

# 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()

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, 37786.52it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 1/1000 [00:00<00:00, 8756.38it/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<00:23, 43.16it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 2/1000 [00:00<00:23, 43.08it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 2/1000 [00:00<00:23, 43.01it/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: 0.852989:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   0%|          | 3/1000 [00:00<00:05, 170.42it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 3/1000 [00:00<00:05, 169.59it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 3/1000 [00:00<00:05, 168.87it/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: 3/1000 - RGap: 0.478664:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   0%|          | 4/1000 [00:00<00:11, 88.30it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 4/1000 [00:00<00:11, 88.13it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 4/1000 [00:00<00:11, 87.99it/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: 0.240469:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   0%|          | 5/1000 [00:00<00:17, 58.52it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 5/1000 [00:00<00:17, 58.46it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 5/1000 [00:00<00:17, 58.41it/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: 0.156466:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 5/1000 - RGap: 0.156466:   1%|          | 6/1000 [00:00<00:19, 52.28it/s]
Equilibrium Assignment                            :   1%|          | 6/1000 [00:00<00:19, 52.28it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 6/1000 [00:00<00:19, 52.28it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 6/1000 [00:00<00:19, 52.28it/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: 0.119963:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   1%|          | 7/1000 [00:00<00:05, 170.80it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 7/1000 [00:00<00:05, 170.46it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 7/1000 [00:00<00:05, 170.18it/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: 0.0747566:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 7/1000 - RGap: 0.0747566:   1%|          | 8/1000 [00:00<00:18, 53.49it/s]
Equilibrium Assignment                            :   1%|          | 8/1000 [00:00<00:18, 53.49it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 8/1000 [00:00<00:18, 53.49it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 8/1000 [00:00<00:18, 53.49it/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: 8/1000 - RGap: 0.105012:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 8/1000 - RGap: 0.105012:   1%|          | 9/1000 [00:00<00:11, 82.86it/s]
Equilibrium Assignment                            :   1%|          | 9/1000 [00:00<00:11, 82.86it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 9/1000 [00:00<00:11, 82.86it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 9/1000 [00:00<00:11, 82.86it/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: 0.0818315:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   1%|          | 10/1000 [00:00<00:04, 231.44it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 10/1000 [00:00<00:04, 231.02it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 10/1000 [00:00<00:04, 230.63it/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: 0.062379:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 10/1000 - RGap: 0.062379:   1%|          | 11/1000 [00:00<00:10, 98.73it/s]
Equilibrium Assignment                            :   1%|          | 11/1000 [00:00<00:10, 98.73it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 11/1000 [00:00<00:10, 98.73it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 11/1000 [00:00<00:10, 98.73it/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: 0.0487461:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   1%|          | 12/1000 [00:00<00:06, 150.71it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 12/1000 [00:00<00:06, 150.55it/s]
All-or-Nothing - Traffic Class: car               :   1%|          | 12/1000 [00:00<00:06, 150.41it/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: 0.0427:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   1%|▏         | 13/1000 [00:00<00:07, 133.75it/s]
All-or-Nothing - Traffic Class: car               :   1%|▏         | 13/1000 [00:00<00:07, 133.63it/s]
All-or-Nothing - Traffic Class: car               :   1%|▏         | 13/1000 [00:00<00:07, 133.49it/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: 13/1000 - RGap: 0.0337744:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 13/1000 - RGap: 0.0337744:   1%|▏         | 14/1000 [00:00<00:08, 116.37it/s]
Equilibrium Assignment                            :   1%|▏         | 14/1000 [00:00<00:08, 116.37it/s]
All-or-Nothing - Traffic Class: car               :   1%|▏         | 14/1000 [00:00<00:08, 116.37it/s]
All-or-Nothing - Traffic Class: car               :   1%|▏         | 14/1000 [00:00<00:08, 116.37it/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: 0.0260284:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   2%|▏         | 15/1000 [00:00<00:06, 158.26it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 15/1000 [00:00<00:06, 158.10it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 15/1000 [00:00<00:06, 157.94it/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: 0.0193655:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   2%|▏         | 16/1000 [00:00<00:05, 169.34it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 16/1000 [00:00<00:05, 169.18it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 16/1000 [00:00<00:05, 169.05it/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: 0.0201206:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   2%|▏         | 17/1000 [00:00<00:04, 204.01it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 17/1000 [00:00<00:04, 203.80it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 17/1000 [00:00<00:04, 203.61it/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: 0.0157873:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 17/1000 - RGap: 0.0157873:   2%|▏         | 18/1000 [00:00<00:06, 148.30it/s]
Equilibrium Assignment                            :   2%|▏         | 18/1000 [00:00<00:06, 148.30it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 18/1000 [00:00<00:06, 148.30it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 18/1000 [00:00<00:06, 148.30it/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: 0.0119096:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 18/1000 - RGap: 0.0119096:   2%|▏         | 19/1000 [00:00<00:06, 147.60it/s]
Equilibrium Assignment                            :   2%|▏         | 19/1000 [00:00<00:06, 147.60it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 19/1000 [00:00<00:06, 147.60it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 19/1000 [00:00<00:06, 147.60it/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: 19/1000 - RGap: 0.0178277:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   2%|▏         | 20/1000 [00:00<00:02, 433.36it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 20/1000 [00:00<00:02, 432.51it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 20/1000 [00:00<00:02, 422.61it/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: 0.0166676:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   2%|▏         | 21/1000 [00:00<00:02, 469.44it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 21/1000 [00:00<00:02, 468.54it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 21/1000 [00:00<00:02, 467.36it/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: 0.0145824:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   2%|▏         | 22/1000 [00:00<00:01, 829.97it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 22/1000 [00:00<00:01, 827.29it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 22/1000 [00:00<00:01, 824.98it/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: 0.00943687:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   2%|▏         | 23/1000 [00:00<00:00, 1164.87it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 23/1000 [00:00<00:00, 1159.72it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 23/1000 [00:00<00:00, 1155.61it/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: 0.00966808:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   2%|▏         | 24/1000 [00:00<00:01, 701.20it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 24/1000 [00:00<00:01, 699.38it/s]
All-or-Nothing - Traffic Class: car               :   2%|▏         | 24/1000 [00:00<00:01, 697.89it/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: 0.0125165:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   2%|▎         | 25/1000 [00:00<00:00, 1362.42it/s]
All-or-Nothing - Traffic Class: car               :   2%|▎         | 25/1000 [00:00<00:00, 1356.10it/s]
All-or-Nothing - Traffic Class: car               :   2%|▎         | 25/1000 [00:00<00:00, 1350.86it/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: 0.00922739:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   3%|▎         | 26/1000 [00:00<00:01, 764.17it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 26/1000 [00:00<00:01, 762.13it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 26/1000 [00:00<00:01, 759.54it/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: 0.00860861:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   3%|▎         | 27/1000 [00:00<00:00, 1407.71it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 27/1000 [00:00<00:00, 1401.37it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 27/1000 [00:00<00:00, 1396.14it/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: 27/1000 - RGap: 0.00597931:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   3%|▎         | 28/1000 [00:00<00:02, 341.93it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 28/1000 [00:00<00:02, 341.55it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 28/1000 [00:00<00:02, 341.24it/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: 0.00688209:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   3%|▎         | 29/1000 [00:00<00:02, 377.83it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 29/1000 [00:00<00:02, 377.41it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 29/1000 [00:00<00:02, 377.05it/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: 0.00461933:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 29/1000 - RGap: 0.00461933:   3%|▎         | 30/1000 [00:00<00:04, 232.94it/s]
Equilibrium Assignment                            :   3%|▎         | 30/1000 [00:00<00:04, 232.94it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 30/1000 [00:00<00:04, 232.94it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 30/1000 [00:00<00:04, 232.94it/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: 0.00538567:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   3%|▎         | 31/1000 [00:00<00:02, 418.92it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 31/1000 [00:00<00:02, 418.42it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 31/1000 [00:00<00:02, 418.00it/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: 0.00526572:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 31/1000 - RGap: 0.00526572:   3%|▎         | 32/1000 [00:00<00:03, 296.82it/s]
Equilibrium Assignment                            :   3%|▎         | 32/1000 [00:00<00:03, 296.82it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 32/1000 [00:00<00:03, 296.82it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 32/1000 [00:00<00:03, 296.82it/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: 0.00469941:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   3%|▎         | 33/1000 [00:00<00:00, 1094.23it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 33/1000 [00:00<00:00, 1090.46it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 33/1000 [00:00<00:00, 1087.47it/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: 0.0042486:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   3%|▎         | 34/1000 [00:00<00:00, 1286.89it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 34/1000 [00:00<00:00, 1280.89it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 34/1000 [00:00<00:00, 1277.04it/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: 34/1000 - RGap: 0.00344913:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▎         | 35/1000 [00:00<00:01, 597.82it/s]
All-or-Nothing - Traffic Class: car               :   4%|▎         | 35/1000 [00:00<00:01, 596.95it/s]
All-or-Nothing - Traffic Class: car               :   4%|▎         | 35/1000 [00:00<00:01, 596.18it/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: 0.00381805:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 35/1000 - RGap: 0.00381805:   4%|▎         | 36/1000 [00:00<00:03, 306.55it/s]
Equilibrium Assignment                            :   4%|▎         | 36/1000 [00:00<00:03, 306.55it/s]
All-or-Nothing - Traffic Class: car               :   4%|▎         | 36/1000 [00:00<00:03, 306.55it/s]
All-or-Nothing - Traffic Class: car               :   4%|▎         | 36/1000 [00:00<00:03, 306.55it/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: 0.00322043:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▎         | 37/1000 [00:00<00:01, 896.92it/s]
All-or-Nothing - Traffic Class: car               :   4%|▎         | 37/1000 [00:00<00:01, 894.38it/s]
All-or-Nothing - Traffic Class: car               :   4%|▎         | 37/1000 [00:00<00:01, 892.60it/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: 37/1000 - RGap: 0.00258447:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▍         | 38/1000 [00:00<00:00, 2387.88it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 38/1000 [00:00<00:00, 2374.68it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 38/1000 [00:00<00:00, 2363.97it/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: 38/1000 - RGap: 0.00271786:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▍         | 39/1000 [00:00<00:01, 875.21it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 39/1000 [00:00<00:01, 873.46it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 39/1000 [00:00<00:01, 871.36it/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: 39/1000 - RGap: 0.00266628:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▍         | 40/1000 [00:00<00:00, 2880.80it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 40/1000 [00:00<00:00, 2862.47it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 40/1000 [00:00<00:00, 2847.46it/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: 40/1000 - RGap: 0.00233865:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 40/1000 - RGap: 0.00233865:   4%|▍         | 41/1000 [00:00<00:02, 335.71it/s]
Equilibrium Assignment                            :   4%|▍         | 41/1000 [00:00<00:02, 335.71it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 41/1000 [00:00<00:02, 335.71it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 41/1000 [00:00<00:02, 335.71it/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: 41/1000 - RGap: 0.00187372:   0%|          | 0/1000 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▍         | 42/1000 [00:00<00:02, 464.62it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 42/1000 [00:00<00:02, 464.08it/s]
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After finishing the assignment, we can easily see the convergence report.

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

	iteration	time	rgap	alpha	warnings	beta0	beta1	beta2
0	1	0.051709	inf	1.000000		1.000000	0.000000	0.000000
1	2	0.069502	0.852989	0.339547		1.000000	0.000000	0.000000
2	3	0.115046	0.478664	0.177207		1.000000	0.000000	0.000000
3	4	0.200703	0.240469	0.234962		1.000000	0.000000	0.000000
4	5	0.315696	0.156466	0.447214		0.605334	0.378501	0.016164

And we can also see the results of the assignment

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

	matrix_ab	matrix_ba	matrix_tot	Preload_AB	Preload_BA	Preload_tot	Congested_Time_AB	Congested_Time_BA	Congested_Time_Max	Delay_factor_AB	Delay_factor_BA	Delay_factor_Max	VOC_AB	VOC_BA	VOC_max	PCE_AB	PCE_BA	PCE_tot
link_id
1	4567.230095	0.0	4567.230095	0.0	0.0	0.0	6.000870	0.0	6.000870	1.000145	0.0	1.000145	0.176340	0.0	0.176340	4567.230095	0.0	4567.230095
2	8174.162682	0.0	8174.162682	0.0	0.0	0.0	4.008929	0.0	4.008929	1.002232	0.0	1.002232	0.349271	0.0	0.349271	8174.162682	0.0	8174.162682
3	4574.375228	0.0	4574.375228	0.0	0.0	0.0	6.000876	0.0	6.000876	1.000146	0.0	1.000146	0.176615	0.0	0.176615	4574.375228	0.0	4574.375228
4	5987.496471	0.0	5987.496471	0.0	0.0	0.0	6.594971	0.0	6.594971	1.318994	0.0	1.318994	1.207599	0.0	1.207599	5987.496471	0.0	5987.496471
5	8167.017550	0.0	8167.017550	0.0	0.0	0.0	4.008898	0.0	4.008898	1.002224	0.0	1.002224	0.348966	0.0	0.348966	8167.017550	0.0	8167.017550

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

assig.save_results("base_year_assignment")

And save the skims

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

Trip distribution

First, let’s have a function to plot the Trip Length Frequency Distribution.

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

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

Calibration

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

import numpy as np
from aequilibrae.distribution import GravityCalibration

We need the demand matrix and to prepare it for computation

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

We also need the skims we just saved into our project

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

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

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.

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)

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.

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

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

imped.view_names

['final_time_with_intrazonals']

Let’s calibrate our Gravity Model

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")

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

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

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.

from aequilibrae.distribution import Ipf, GravityApplication, SyntheticGravityModel

Compute future vectors

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

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[:])

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.

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

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

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

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

<aequilibrae.project.data.matrix_record.MatrixRecord object at 0x7fdfcee218d0>

Impedance

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

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

If we wanted the main diagonal to not be considered…

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

Now we apply the Synthetic Gravity model

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

    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")

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

proj_matrices.update_database()
proj_matrices.list()

	name	file_name	cores	procedure	procedure_id	timestamp	description	status
0	demand_omx	demand.omx	1	NaN	NaN	2020-11-24 08:47:18	Original data imported to OMX format
1	demand_mc	demand_mc.omx	3	NaN	NaN	2021-02-24 00:51:35	NaN
2	skims	skims.omx	2	NaN	NaN	NaN	Example skim
3	demand_aem	demand.aem	1	NaN	NaN	2020-11-24 08:46:42	Original data imported to AEM format
4	base_year_assignment_skims_car	base_year_assignment_skims_car.omx	4	Traffic Assignment	b599bf88a2cb482d962bff0f23c8b884	2026-05-12 06:44:11.022242	Skimming for assignment procedure. Class car
5	demand_ipfd_omx	demand_ipfd.omx	1	Iterative Proportional fitting	a445e0805bd2420698fb95dbe33a5e2c	2026-05-12 06:44:16.192138	NaN
6	demand_power_modeled	demand_power_modeled.omx	1	Synthetic gravity trip distribution	3e60d2a9f77346d2984e8dae590d55b8	2026-05-12 06:44:16.245087	Synthetic gravity trip distribution. POWER
7	demand_expo_modeled	demand_expo_modeled.omx	1	Synthetic gravity trip distribution	48bf38d39e2b45aea02dab9c9d14fdd0	2026-05-12 06:44:16.323478	Synthetic gravity trip distribution. EXPO

Traffic assignment with Select Link Analysis

We’ll perform traffic assignment for the future year.

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

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.

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

['matrix']

Let’s prepare our data for computation

demand.computational_view("matrix")

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

# 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

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

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

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 Graph.

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

# 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()

/home/runner/work/aequilibrae/aequilibrae/docs/source/examples/traffic_assignment/plot_forecasting.py:377: UserWarning: Input string name has a space in it. Replacing with _
  assigclass.set_select_links(select_links)



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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 16/500 - RGap: 0.0293108:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   3%|▎         | 17/500 [00:00<00:00, 1222.12it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 17/500 [00:00<00:00, 1214.54it/s]
All-or-Nothing - Traffic Class: car               :   3%|▎         | 17/500 [00:00<00:00, 1207.93it/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: 17/500 - RGap: 0.026223:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▎         | 18/500 [00:00<00:00, 1285.24it/s]
All-or-Nothing - Traffic Class: car               :   4%|▎         | 18/500 [00:00<00:00, 1277.26it/s]
All-or-Nothing - Traffic Class: car               :   4%|▎         | 18/500 [00:00<00:00, 1270.79it/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: 18/500 - RGap: 0.0212918:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▍         | 19/500 [00:00<00:00, 1041.06it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 19/500 [00:00<00:00, 1036.34it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 19/500 [00:00<00:00, 1032.33it/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: 19/500 - RGap: 0.0172794:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▍         | 20/500 [00:00<00:00, 1363.05it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 20/500 [00:00<00:00, 1354.92it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 20/500 [00:00<00:00, 1348.24it/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: 20/500 - RGap: 0.0131098:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▍         | 21/500 [00:00<00:00, 2226.33it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 21/500 [00:00<00:00, 2207.31it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 21/500 [00:00<00:00, 2190.07it/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: 0.0120406:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   4%|▍         | 22/500 [00:00<00:00, 1677.97it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 22/500 [00:00<00:00, 1666.78it/s]
All-or-Nothing - Traffic Class: car               :   4%|▍         | 22/500 [00:00<00:00, 1657.38it/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: 22/500 - RGap: 0.00773676:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   5%|▍         | 23/500 [00:00<00:00, 1274.68it/s]
All-or-Nothing - Traffic Class: car               :   5%|▍         | 23/500 [00:00<00:00, 1268.44it/s]
All-or-Nothing - Traffic Class: car               :   5%|▍         | 23/500 [00:00<00:00, 1263.38it/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: 23/500 - RGap: 0.00933907:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   5%|▍         | 24/500 [00:00<00:00, 1250.71it/s]
All-or-Nothing - Traffic Class: car               :   5%|▍         | 24/500 [00:00<00:00, 1245.11it/s]
All-or-Nothing - Traffic Class: car               :   5%|▍         | 24/500 [00:00<00:00, 1240.49it/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: 24/500 - RGap: 0.00874514:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   5%|▌         | 25/500 [00:00<00:00, 1807.45it/s]
All-or-Nothing - Traffic Class: car               :   5%|▌         | 25/500 [00:00<00:00, 1796.86it/s]
All-or-Nothing - Traffic Class: car               :   5%|▌         | 25/500 [00:00<00:00, 1787.15it/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: 25/500 - RGap: 0.0086924:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   5%|▌         | 26/500 [00:00<00:00, 1783.38it/s]
All-or-Nothing - Traffic Class: car               :   5%|▌         | 26/500 [00:00<00:00, 1773.66it/s]
All-or-Nothing - Traffic Class: car               :   5%|▌         | 26/500 [00:00<00:00, 1764.48it/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: 26/500 - RGap: 0.00723451:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   5%|▌         | 27/500 [00:00<00:00, 1828.32it/s]
All-or-Nothing - Traffic Class: car               :   5%|▌         | 27/500 [00:00<00:00, 1818.43it/s]
All-or-Nothing - Traffic Class: car               :   5%|▌         | 27/500 [00:00<00:00, 1809.25it/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: 27/500 - RGap: 0.00578712:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   6%|▌         | 28/500 [00:00<00:00, 1872.25it/s]
All-or-Nothing - Traffic Class: car               :   6%|▌         | 28/500 [00:00<00:00, 1862.15it/s]
All-or-Nothing - Traffic Class: car               :   6%|▌         | 28/500 [00:00<00:00, 1852.96it/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: 28/500 - RGap: 0.00708992:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   6%|▌         | 29/500 [00:00<00:00, 2302.43it/s]
All-or-Nothing - Traffic Class: car               :   6%|▌         | 29/500 [00:00<00:00, 2288.30it/s]
All-or-Nothing - Traffic Class: car               :   6%|▌         | 29/500 [00:00<00:00, 2275.21it/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: 29/500 - RGap: 0.00645055:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   6%|▌         | 30/500 [00:00<00:00, 2274.36it/s]
All-or-Nothing - Traffic Class: car               :   6%|▌         | 30/500 [00:00<00:00, 2260.31it/s]
All-or-Nothing - Traffic Class: car               :   6%|▌         | 30/500 [00:00<00:00, 2247.39it/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: 30/500 - RGap: 0.00614752:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   6%|▌         | 31/500 [00:00<00:00, 2247.29it/s]
All-or-Nothing - Traffic Class: car               :   6%|▌         | 31/500 [00:00<00:00, 2234.00it/s]
All-or-Nothing - Traffic Class: car               :   6%|▌         | 31/500 [00:00<00:00, 2221.83it/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: 31/500 - RGap: 0.00643719:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   6%|▋         | 32/500 [00:00<00:00, 2493.32it/s]
All-or-Nothing - Traffic Class: car               :   6%|▋         | 32/500 [00:00<00:00, 2477.12it/s]
All-or-Nothing - Traffic Class: car               :   6%|▋         | 32/500 [00:00<00:00, 2463.39it/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: 32/500 - RGap: 0.00532127:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   7%|▋         | 33/500 [00:00<00:00, 2265.97it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 33/500 [00:00<00:00, 2252.51it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 33/500 [00:00<00:00, 2232.96it/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: 33/500 - RGap: 0.0057866:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   7%|▋         | 34/500 [00:00<00:00, 2802.03it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 34/500 [00:00<00:00, 2782.45it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 34/500 [00:00<00:00, 2765.94it/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: 0.00392669:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   7%|▋         | 35/500 [00:00<00:00, 2329.17it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 35/500 [00:00<00:00, 2316.09it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 35/500 [00:00<00:00, 2304.92it/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: 0.00404401:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   7%|▋         | 36/500 [00:00<00:00, 2294.37it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 36/500 [00:00<00:00, 2281.72it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 36/500 [00:00<00:00, 2271.42it/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: 36/500 - RGap: 0.00323606:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   7%|▋         | 37/500 [00:00<00:00, 2385.69it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 37/500 [00:00<00:00, 2372.42it/s]
All-or-Nothing - Traffic Class: car               :   7%|▋         | 37/500 [00:00<00:00, 2361.30it/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: 37/500 - RGap: 0.00238264:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   8%|▊         | 38/500 [00:00<00:00, 3041.38it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 38/500 [00:00<00:00, 3020.34it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 38/500 [00:00<00:00, 2943.86it/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: 38/500 - RGap: 0.00277049:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   8%|▊         | 39/500 [00:00<00:00, 2544.85it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 39/500 [00:00<00:00, 2530.60it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 39/500 [00:00<00:00, 2513.57it/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: 39/500 - RGap: 0.00272533:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   8%|▊         | 40/500 [00:00<00:00, 2545.86it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 40/500 [00:00<00:00, 2531.49it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 40/500 [00:00<00:00, 2519.90it/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: 40/500 - RGap: 0.0024938:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   8%|▊         | 41/500 [00:00<00:00, 2501.69it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 41/500 [00:00<00:00, 2488.52it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 41/500 [00:00<00:00, 2477.55it/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: 41/500 - RGap: 0.00241808:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   8%|▊         | 42/500 [00:00<00:00, 2095.46it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 42/500 [00:00<00:00, 2086.50it/s]
All-or-Nothing - Traffic Class: car               :   8%|▊         | 42/500 [00:00<00:00, 2079.13it/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: 42/500 - RGap: 0.00162321:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   9%|▊         | 43/500 [00:00<00:00, 2832.34it/s]
All-or-Nothing - Traffic Class: car               :   9%|▊         | 43/500 [00:00<00:00, 2815.32it/s]
All-or-Nothing - Traffic Class: car               :   9%|▊         | 43/500 [00:00<00:00, 2801.68it/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: 43/500 - RGap: 0.00146658:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   9%|▉         | 44/500 [00:00<00:00, 2864.87it/s]
All-or-Nothing - Traffic Class: car               :   9%|▉         | 44/500 [00:00<00:00, 2848.47it/s]
All-or-Nothing - Traffic Class: car               :   9%|▉         | 44/500 [00:00<00:00, 2835.30it/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: 44/500 - RGap: 0.00219826:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   9%|▉         | 45/500 [00:00<00:00, 2753.98it/s]
All-or-Nothing - Traffic Class: car               :   9%|▉         | 45/500 [00:00<00:00, 2739.15it/s]
All-or-Nothing - Traffic Class: car               :   9%|▉         | 45/500 [00:00<00:00, 2716.40it/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: 45/500 - RGap: 0.00164831:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   9%|▉         | 46/500 [00:00<00:00, 3425.20it/s]
All-or-Nothing - Traffic Class: car               :   9%|▉         | 46/500 [00:00<00:00, 3402.31it/s]
All-or-Nothing - Traffic Class: car               :   9%|▉         | 46/500 [00:00<00:00, 3383.45it/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: 46/500 - RGap: 0.00206665:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :   9%|▉         | 47/500 [00:00<00:00, 3290.64it/s]
All-or-Nothing - Traffic Class: car               :   9%|▉         | 47/500 [00:00<00:00, 3270.87it/s]
All-or-Nothing - Traffic Class: car               :   9%|▉         | 47/500 [00:00<00:00, 3254.51it/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: 47/500 - RGap: 0.00161579:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  10%|▉         | 48/500 [00:00<00:00, 3179.51it/s]
All-or-Nothing - Traffic Class: car               :  10%|▉         | 48/500 [00:00<00:00, 3156.18it/s]
All-or-Nothing - Traffic Class: car               :  10%|▉         | 48/500 [00:00<00:00, 3139.64it/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: 48/500 - RGap: 0.0017475:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  10%|▉         | 49/500 [00:00<00:00, 2889.09it/s]
All-or-Nothing - Traffic Class: car               :  10%|▉         | 49/500 [00:00<00:00, 2874.78it/s]
All-or-Nothing - Traffic Class: car               :  10%|▉         | 49/500 [00:00<00:00, 2862.81it/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: 49/500 - RGap: 0.00127186:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  10%|█         | 50/500 [00:00<00:00, 4358.99it/s]
All-or-Nothing - Traffic Class: car               :  10%|█         | 50/500 [00:00<00:00, 4329.11it/s]
All-or-Nothing - Traffic Class: car               :  10%|█         | 50/500 [00:00<00:00, 4292.34it/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: 50/500 - RGap: 0.00151522:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  10%|█         | 51/500 [00:00<00:00, 3975.94it/s]
All-or-Nothing - Traffic Class: car               :  10%|█         | 51/500 [00:00<00:00, 3943.03it/s]
All-or-Nothing - Traffic Class: car               :  10%|█         | 51/500 [00:00<00:00, 3919.12it/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: 51/500 - RGap: 0.00155402:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  10%|█         | 52/500 [00:00<00:00, 3689.48it/s]
All-or-Nothing - Traffic Class: car               :  10%|█         | 52/500 [00:00<00:00, 3669.50it/s]
All-or-Nothing - Traffic Class: car               :  10%|█         | 52/500 [00:00<00:00, 3649.85it/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: 52/500 - RGap: 0.00138486:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  11%|█         | 53/500 [00:00<00:00, 3384.77it/s]
All-or-Nothing - Traffic Class: car               :  11%|█         | 53/500 [00:00<00:00, 3365.50it/s]
All-or-Nothing - Traffic Class: car               :  11%|█         | 53/500 [00:00<00:00, 3349.43it/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: 0.00175241:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  11%|█         | 54/500 [00:00<00:00, 3162.24it/s]
All-or-Nothing - Traffic Class: car               :  11%|█         | 54/500 [00:00<00:00, 3146.08it/s]
All-or-Nothing - Traffic Class: car               :  11%|█         | 54/500 [00:00<00:00, 3132.37it/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: 0.00124271:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  11%|█         | 55/500 [00:00<00:00, 2967.53it/s]
All-or-Nothing - Traffic Class: car               :  11%|█         | 55/500 [00:00<00:00, 2953.36it/s]
All-or-Nothing - Traffic Class: car               :  11%|█         | 55/500 [00:00<00:00, 2941.79it/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: 55/500 - RGap: 0.00136944:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  11%|█         | 56/500 [00:00<00:00, 3337.71it/s]
All-or-Nothing - Traffic Class: car               :  11%|█         | 56/500 [00:00<00:00, 3320.95it/s]
All-or-Nothing - Traffic Class: car               :  11%|█         | 56/500 [00:00<00:00, 3306.97it/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: 56/500 - RGap: 0.00099954:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  11%|█▏        | 57/500 [00:00<00:00, 3367.64it/s]
All-or-Nothing - Traffic Class: car               :  11%|█▏        | 57/500 [00:00<00:00, 3351.02it/s]
All-or-Nothing - Traffic Class: car               :  11%|█▏        | 57/500 [00:00<00:00, 3336.94it/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: 0.00115405:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  12%|█▏        | 58/500 [00:00<00:00, 4010.64it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 58/500 [00:00<00:00, 3987.31it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 58/500 [00:00<00:00, 3966.50it/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: 0.00112673:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  12%|█▏        | 59/500 [00:00<00:00, 3197.46it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 59/500 [00:00<00:00, 3182.90it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 59/500 [00:00<00:00, 3170.58it/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: 59/500 - RGap: 0.000842194:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  12%|█▏        | 60/500 [00:00<00:00, 3881.40it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 60/500 [00:00<00:00, 3859.67it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 60/500 [00:00<00:00, 3841.64it/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: 60/500 - RGap: 0.00083864:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  12%|█▏        | 61/500 [00:00<00:00, 4780.95it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 61/500 [00:00<00:00, 4747.77it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 61/500 [00:00<00:00, 4721.31it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 61/500 - RGap: 0.000879519:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  12%|█▏        | 62/500 [00:00<00:00, 4160.35it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 62/500 [00:00<00:00, 4136.00it/s]
All-or-Nothing - Traffic Class: car               :  12%|█▏        | 62/500 [00:00<00:00, 4116.03it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 62/500 - RGap: 0.000922755:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  13%|█▎        | 63/500 [00:00<00:00, 5024.17it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 63/500 [00:00<00:00, 4989.26it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 63/500 [00:00<00:00, 4959.85it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 63/500 - RGap: 0.000751946:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  13%|█▎        | 64/500 [00:00<00:00, 4528.19it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 64/500 [00:00<00:00, 4499.65it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 64/500 [00:00<00:00, 4476.16it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 64/500 - RGap: 0.00102053:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  13%|█▎        | 65/500 [00:00<00:00, 5240.97it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 65/500 [00:00<00:00, 5206.34it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 65/500 [00:00<00:00, 5175.20it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 65/500 - RGap: 0.000795463:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  13%|█▎        | 66/500 [00:00<00:00, 4510.96it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 66/500 [00:00<00:00, 4485.38it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 66/500 [00:00<00:00, 4463.18it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 66/500 - RGap: 0.000842274:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  13%|█▎        | 67/500 [00:00<00:00, 5645.21it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 67/500 [00:00<00:00, 5605.57it/s]
All-or-Nothing - Traffic Class: car               :  13%|█▎        | 67/500 [00:00<00:00, 5571.67it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 67/500 - RGap: 0.000615567:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  14%|█▎        | 68/500 [00:00<00:00, 4938.23it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▎        | 68/500 [00:00<00:00, 4910.26it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▎        | 68/500 [00:00<00:00, 4883.53it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 68/500 - RGap: 0.000787395:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  14%|█▍        | 69/500 [00:00<00:00, 4683.42it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▍        | 69/500 [00:00<00:00, 4657.34it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▍        | 69/500 [00:00<00:00, 4633.85it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 69/500 - RGap: 0.000528451:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  14%|█▍        | 70/500 [00:00<00:00, 4903.57it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▍        | 70/500 [00:00<00:00, 4876.13it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▍        | 70/500 [00:00<00:00, 4850.59it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 70/500 - RGap: 0.00079753:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  14%|█▍        | 71/500 [00:00<00:00, 6309.23it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▍        | 71/500 [00:00<00:00, 6262.66it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▍        | 71/500 [00:00<00:00, 6223.26it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 71/500 - RGap: 0.000583551:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  14%|█▍        | 72/500 [00:00<00:00, 4900.05it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▍        | 72/500 [00:00<00:00, 4864.21it/s]
All-or-Nothing - Traffic Class: car               :  14%|█▍        | 72/500 [00:00<00:00, 4838.88it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 72/500 - RGap: 0.000448175:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  15%|█▍        | 73/500 [00:00<00:00, 6731.84it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▍        | 73/500 [00:00<00:00, 6681.01it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▍        | 73/500 [00:00<00:00, 6637.28it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 73/500 - RGap: 0.00041221:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  15%|█▍        | 74/500 [00:00<00:00, 5502.09it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▍        | 74/500 [00:00<00:00, 5468.94it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▍        | 74/500 [00:00<00:00, 5439.13it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 74/500 - RGap: 0.000411903:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  15%|█▌        | 75/500 [00:00<00:00, 5421.89it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▌        | 75/500 [00:00<00:00, 5390.86it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▌        | 75/500 [00:00<00:00, 5362.28it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 75/500 - RGap: 0.000684479:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  15%|█▌        | 76/500 [00:00<00:00, 5854.31it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▌        | 76/500 [00:00<00:00, 5804.10it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▌        | 76/500 [00:00<00:00, 5769.02it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 76/500 - RGap: 0.000609321:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  15%|█▌        | 77/500 [00:00<00:00, 5638.39it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▌        | 77/500 [00:00<00:00, 5603.66it/s]
All-or-Nothing - Traffic Class: car               :  15%|█▌        | 77/500 [00:00<00:00, 5554.51it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 77/500 - RGap: 0.000465005:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  16%|█▌        | 78/500 [00:00<00:00, 5991.20it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▌        | 78/500 [00:00<00:00, 5955.11it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▌        | 78/500 [00:00<00:00, 5920.51it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 78/500 - RGap: 0.000342209:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  16%|█▌        | 79/500 [00:00<00:00, 6177.29it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▌        | 79/500 [00:00<00:00, 6138.04it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▌        | 79/500 [00:00<00:00, 6101.99it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 79/500 - RGap: 0.000344935:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  16%|█▌        | 80/500 [00:00<00:00, 5684.78it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▌        | 80/500 [00:00<00:00, 5650.04it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▌        | 80/500 [00:00<00:00, 5621.54it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 80/500 - RGap: 0.000320931:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  16%|█▌        | 81/500 [00:00<00:00, 5403.83it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▌        | 81/500 [00:00<00:00, 5374.59it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▌        | 81/500 [00:00<00:00, 5347.69it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 81/500 - RGap: 0.000372001:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  16%|█▋        | 82/500 [00:00<00:00, 6985.11it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▋        | 82/500 [00:00<00:00, 6939.03it/s]
All-or-Nothing - Traffic Class: car               :  16%|█▋        | 82/500 [00:00<00:00, 6895.07it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 82/500 - RGap: 0.000309576:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  17%|█▋        | 83/500 [00:00<00:00, 5600.05it/s]
All-or-Nothing - Traffic Class: car               :  17%|█▋        | 83/500 [00:00<00:00, 5569.23it/s]
All-or-Nothing - Traffic Class: car               :  17%|█▋        | 83/500 [00:00<00:00, 5541.40it/s]
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Equilibrium Assignment - Iteration: 83/500 - RGap: 0.000292135:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  17%|█▋        | 84/500 [00:00<00:00, 7335.14it/s]
All-or-Nothing - Traffic Class: car               :  17%|█▋        | 84/500 [00:00<00:00, 7284.94it/s]
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Equilibrium Assignment - Iteration: 84/500 - RGap: 0.000351466:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  17%|█▋        | 85/500 [00:00<00:00, 10176.57it/s]
All-or-Nothing - Traffic Class: car               :  17%|█▋        | 85/500 [00:00<00:00, 10061.41it/s]
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All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 85/500 - RGap: 0.000496245:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  17%|█▋        | 86/500 [00:00<00:00, 7236.93it/s]
All-or-Nothing - Traffic Class: car               :  17%|█▋        | 86/500 [00:00<00:00, 7182.03it/s]
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All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 86/500 - RGap: 0.000437872:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  17%|█▋        | 87/500 [00:00<00:00, 5848.86it/s]
All-or-Nothing - Traffic Class: car               :  17%|█▋        | 87/500 [00:00<00:00, 5815.95it/s]
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All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 87/500 - RGap: 0.000358438:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  18%|█▊        | 88/500 [00:00<00:00, 6549.41it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 88/500 [00:00<00:00, 6510.71it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 88/500 [00:00<00:00, 6474.39it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 88/500 - RGap: 0.00034178:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  18%|█▊        | 89/500 [00:00<00:00, 4921.53it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 89/500 [00:00<00:00, 4898.67it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 89/500 [00:00<00:00, 4877.99it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 89/500 - RGap: 0.000372713:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  18%|█▊        | 90/500 [00:00<00:00, 5471.78it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 90/500 [00:00<00:00, 5442.44it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 90/500 [00:00<00:00, 5416.59it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 90/500 - RGap: 0.000414419:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  18%|█▊        | 91/500 [00:00<00:00, 7828.89it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 91/500 [00:00<00:00, 7769.44it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 91/500 [00:00<00:00, 7721.66it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 91/500 - RGap: 0.000307097:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  18%|█▊        | 92/500 [00:00<00:00, 7391.55it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 92/500 [00:00<00:00, 7344.98it/s]
All-or-Nothing - Traffic Class: car               :  18%|█▊        | 92/500 [00:00<00:00, 7302.03it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 92/500 - RGap: 0.000329524:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  19%|█▊        | 93/500 [00:00<00:00, 6279.61it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▊        | 93/500 [00:00<00:00, 6243.62it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▊        | 93/500 [00:00<00:00, 6213.29it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 93/500 - RGap: 0.000315867:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  19%|█▉        | 94/500 [00:00<00:00, 5691.38it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▉        | 94/500 [00:00<00:00, 5661.47it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▉        | 94/500 [00:00<00:00, 5635.49it/s]
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Equilibrium Assignment - Iteration: 94/500 - RGap: 0.000319391:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  19%|█▉        | 95/500 [00:00<00:00, 10197.81it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▉        | 95/500 [00:00<00:00, 10112.40it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▉        | 95/500 [00:00<00:00, 10033.21it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 95/500 - RGap: 0.00032068:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  19%|█▉        | 96/500 [00:00<00:00, 6803.64it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▉        | 96/500 [00:00<00:00, 6750.26it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▉        | 96/500 [00:00<00:00, 6713.68it/s]
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Equilibrium Assignment - Iteration: 96/500 - RGap: 0.000292274:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  19%|█▉        | 97/500 [00:00<00:00, 8687.94it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▉        | 97/500 [00:00<00:00, 8621.29it/s]
All-or-Nothing - Traffic Class: car               :  19%|█▉        | 97/500 [00:00<00:00, 8567.92it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 97/500 - RGap: 0.0002277:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  20%|█▉        | 98/500 [00:00<00:00, 6673.62it/s]
All-or-Nothing - Traffic Class: car               :  20%|█▉        | 98/500 [00:00<00:00, 6634.31it/s]
All-or-Nothing - Traffic Class: car               :  20%|█▉        | 98/500 [00:00<00:00, 6601.81it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 98/500 - RGap: 0.000275706:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  20%|█▉        | 99/500 [00:00<00:00, 7854.95it/s]
All-or-Nothing - Traffic Class: car               :  20%|█▉        | 99/500 [00:00<00:00, 7804.90it/s]
All-or-Nothing - Traffic Class: car               :  20%|█▉        | 99/500 [00:00<00:00, 7759.25it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 99/500 - RGap: 0.00031227:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  20%|██        | 100/500 [00:00<00:00, 6866.23it/s]
All-or-Nothing - Traffic Class: car               :  20%|██        | 100/500 [00:00<00:00, 6827.78it/s]
All-or-Nothing - Traffic Class: car               :  20%|██        | 100/500 [00:00<00:00, 6777.69it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 100/500 - RGap: 0.000229392:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  20%|██        | 101/500 [00:00<00:00, 5094.89it/s]
All-or-Nothing - Traffic Class: car               :  20%|██        | 101/500 [00:00<00:00, 5065.28it/s]
All-or-Nothing - Traffic Class: car               :  20%|██        | 101/500 [00:00<00:00, 5045.43it/s]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 101/500 - RGap: 0.000230652:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  20%|██        | 102/500 [00:00<00:00, 5549.10it/s]
All-or-Nothing - Traffic Class: car               :  20%|██        | 102/500 [00:00<00:00, 5522.95it/s]
All-or-Nothing - Traffic Class: car               :  20%|██        | 102/500 [00:00<00:00, 5501.08it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 102/500 - RGap: 0.000187205:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  21%|██        | 103/500 [00:00<00:00, 2193.33it/s]
All-or-Nothing - Traffic Class: car               :  21%|██        | 103/500 [00:00<00:00, 2189.08it/s]
All-or-Nothing - Traffic Class: car               :  21%|██        | 103/500 [00:00<00:00, 2185.65it/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: 103/500 - RGap: 0.000232205:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  21%|██        | 104/500 [00:00<00:00, 6036.47it/s]
All-or-Nothing - Traffic Class: car               :  21%|██        | 104/500 [00:00<00:00, 6006.63it/s]
All-or-Nothing - Traffic Class: car               :  21%|██        | 104/500 [00:00<00:00, 5981.67it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 104/500 - RGap: 0.000223441:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  21%|██        | 105/500 [00:00<00:00, 7216.39it/s]
All-or-Nothing - Traffic Class: car               :  21%|██        | 105/500 [00:00<00:00, 7171.62it/s]
All-or-Nothing - Traffic Class: car               :  21%|██        | 105/500 [00:00<00:00, 7134.79it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 105/500 - RGap: 0.000129342:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  21%|██        | 106/500 [00:00<00:00, 4007.43it/s]
All-or-Nothing - Traffic Class: car               :  21%|██        | 106/500 [00:00<00:00, 3993.86it/s]
All-or-Nothing - Traffic Class: car               :  21%|██        | 106/500 [00:00<00:00, 3982.52it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 106/500 - RGap: 0.000159368:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  21%|██▏       | 107/500 [00:00<00:00, 7437.33it/s]
All-or-Nothing - Traffic Class: car               :  21%|██▏       | 107/500 [00:00<00:00, 7392.49it/s]
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Equilibrium Assignment - Iteration: 107/500 - RGap: 0.000152365:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  22%|██▏       | 108/500 [00:00<00:00, 8166.01it/s]
All-or-Nothing - Traffic Class: car               :  22%|██▏       | 108/500 [00:00<00:00, 8113.79it/s]
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Equilibrium Assignment - Iteration: 108/500 - RGap: 0.000142347:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  22%|██▏       | 109/500 [00:00<00:00, 7982.04it/s]
All-or-Nothing - Traffic Class: car               :  22%|██▏       | 109/500 [00:00<00:00, 7934.25it/s]
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Equilibrium Assignment - Iteration: 109/500 - RGap: 0.000116321:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  22%|██▏       | 110/500 [00:00<00:00, 9820.43it/s]
All-or-Nothing - Traffic Class: car               :  22%|██▏       | 110/500 [00:00<00:00, 9745.95it/s]
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Equilibrium Assignment - Iteration: 110/500 - RGap: 0.000129301:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  22%|██▏       | 111/500 [00:00<00:00, 9032.08it/s]
All-or-Nothing - Traffic Class: car               :  22%|██▏       | 111/500 [00:00<00:00, 8973.93it/s]
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Equilibrium Assignment - Iteration: 111/500 - RGap: 0.000148871:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  22%|██▏       | 112/500 [00:00<00:00, 8581.38it/s]
All-or-Nothing - Traffic Class: car               :  22%|██▏       | 112/500 [00:00<00:00, 8528.72it/s]
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Equilibrium Assignment - Iteration: 112/500 - RGap: 0.000116134:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  23%|██▎       | 113/500 [00:00<00:00, 7165.63it/s]
All-or-Nothing - Traffic Class: car               :  23%|██▎       | 113/500 [00:00<00:00, 7116.78it/s]
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Equilibrium Assignment - Iteration: 113/500 - RGap: 0.000140087:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  23%|██▎       | 114/500 [00:00<00:00, 11860.07it/s]
All-or-Nothing - Traffic Class: car               :  23%|██▎       | 114/500 [00:00<00:00, 11759.73it/s]
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Equilibrium Assignment - Iteration: 114/500 - RGap: 0.000157182:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  23%|██▎       | 115/500 [00:00<00:00, 9566.35it/s]
All-or-Nothing - Traffic Class: car               :  23%|██▎       | 115/500 [00:00<00:00, 9496.66it/s]
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Equilibrium Assignment - Iteration: 115/500 - RGap: 0.000193584:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  23%|██▎       | 116/500 [00:00<00:00, 10149.56it/s]
All-or-Nothing - Traffic Class: car               :  23%|██▎       | 116/500 [00:00<00:00, 10074.11it/s]
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Equilibrium Assignment - Iteration: 116/500 - RGap: 0.00015826:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  23%|██▎       | 117/500 [00:00<00:00, 8431.27it/s]
All-or-Nothing - Traffic Class: car               :  23%|██▎       | 117/500 [00:00<00:00, 8379.44it/s]
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Equilibrium Assignment - Iteration: 117/500 - RGap: 0.000152118:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  24%|██▎       | 118/500 [00:00<00:00, 8947.77it/s]
All-or-Nothing - Traffic Class: car               :  24%|██▎       | 118/500 [00:00<00:00, 8891.51it/s]
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Equilibrium Assignment - Iteration: 118/500 - RGap: 0.000244077:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  24%|██▍       | 119/500 [00:00<00:00, 7699.29it/s]
All-or-Nothing - Traffic Class: car               :  24%|██▍       | 119/500 [00:00<00:00, 7645.40it/s]
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Equilibrium Assignment - Iteration: 119/500 - RGap: 0.000170099:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  24%|██▍       | 120/500 [00:00<00:00, 7891.32it/s]
All-or-Nothing - Traffic Class: car               :  24%|██▍       | 120/500 [00:00<00:00, 7846.67it/s]
All-or-Nothing - Traffic Class: car               :  24%|██▍       | 120/500 [00:00<00:00, 7809.17it/s]
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Equilibrium Assignment - Iteration: 120/500 - RGap: 0.000194156:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  24%|██▍       | 121/500 [00:00<00:00, 9853.62it/s]
All-or-Nothing - Traffic Class: car               :  24%|██▍       | 121/500 [00:00<00:00, 9784.66it/s]
All-or-Nothing - Traffic Class: car               :  24%|██▍       | 121/500 [00:00<00:00, 9704.77it/s]
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Equilibrium Assignment - Iteration: 121/500 - RGap: 0.000135437:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  24%|██▍       | 122/500 [00:00<00:00, 14846.66it/s]
All-or-Nothing - Traffic Class: car               :  24%|██▍       | 122/500 [00:00<00:00, 14701.21it/s]
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Equilibrium Assignment - Iteration: 122/500 - RGap: 0.000122791:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  25%|██▍       | 123/500 [00:00<00:00, 11019.72it/s]
All-or-Nothing - Traffic Class: car               :  25%|██▍       | 123/500 [00:00<00:00, 10940.73it/s]
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Equilibrium Assignment - Iteration: 123/500 - RGap: 0.00013741:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  25%|██▍       | 124/500 [00:00<00:00, 7679.38it/s]
All-or-Nothing - Traffic Class: car               :  25%|██▍       | 124/500 [00:00<00:00, 7639.34it/s]
All-or-Nothing - Traffic Class: car               :  25%|██▍       | 124/500 [00:00<00:00, 7602.93it/s]
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Equilibrium Assignment - Iteration: 124/500 - RGap: 0.000189783:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  25%|██▌       | 125/500 [00:00<00:00, 9489.38it/s]
All-or-Nothing - Traffic Class: car               :  25%|██▌       | 125/500 [00:00<00:00, 9432.35it/s]
All-or-Nothing - Traffic Class: car               :  25%|██▌       | 125/500 [00:00<00:00, 9380.21it/s]
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Equilibrium Assignment - Iteration: 125/500 - RGap: 0.000126442:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  25%|██▌       | 126/500 [00:00<00:00, 9217.77it/s]
All-or-Nothing - Traffic Class: car               :  25%|██▌       | 126/500 [00:00<00:00, 9165.02it/s]
All-or-Nothing - Traffic Class: car               :  25%|██▌       | 126/500 [00:00<00:00, 9115.22it/s]
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Equilibrium Assignment - Iteration: 126/500 - RGap: 0.000138168:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  25%|██▌       | 127/500 [00:00<00:00, 13044.93it/s]
All-or-Nothing - Traffic Class: car               :  25%|██▌       | 127/500 [00:00<00:00, 12936.58it/s]
All-or-Nothing - Traffic Class: car               :  25%|██▌       | 127/500 [00:00<00:00, 12840.22it/s]
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Equilibrium Assignment - Iteration: 127/500 - RGap: 0.000106262:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  26%|██▌       | 128/500 [00:00<00:00, 8480.03it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▌       | 128/500 [00:00<00:00, 8434.87it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▌       | 128/500 [00:00<00:00, 8392.15it/s]
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Equilibrium Assignment - Iteration: 128/500 - RGap: 8.68151e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  26%|██▌       | 129/500 [00:00<00:00, 13671.89it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▌       | 129/500 [00:00<00:00, 13559.51it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▌       | 129/500 [00:00<00:00, 13452.98it/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]
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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: 9.10353e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  26%|██▌       | 130/500 [00:00<00:00, 11713.16it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▌       | 130/500 [00:00<00:00, 11627.99it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▌       | 130/500 [00:00<00:00, 11552.35it/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: 130/500 - RGap: 7.18644e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  26%|██▌       | 131/500 [00:00<00:00, 15522.61it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▌       | 131/500 [00:00<00:00, 15375.79it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▌       | 131/500 [00:00<00:00, 15243.13it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 131/500 - RGap: 7.80614e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  26%|██▋       | 132/500 [00:00<00:00, 10253.88it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▋       | 132/500 [00:00<00:00, 10189.91it/s]
All-or-Nothing - Traffic Class: car               :  26%|██▋       | 132/500 [00:00<00:00, 10130.80it/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: 132/500 - RGap: 6.61177e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  27%|██▋       | 133/500 [00:00<00:00, 9459.93it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 133/500 [00:00<00:00, 9406.49it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 133/500 [00:00<00:00, 9357.26it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 133/500 - RGap: 5.94393e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  27%|██▋       | 134/500 [00:00<00:00, 14004.35it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 134/500 [00:00<00:00, 13890.48it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 134/500 [00:00<00:00, 13783.86it/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: 134/500 - RGap: 5.5846e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  27%|██▋       | 135/500 [00:00<00:00, 11663.32it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 135/500 [00:00<00:00, 11582.45it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 135/500 [00:00<00:00, 11512.27it/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: 135/500 - RGap: 4.9037e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  27%|██▋       | 136/500 [00:00<00:00, 14363.33it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 136/500 [00:00<00:00, 14241.41it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 136/500 [00:00<00:00, 14093.97it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 136/500 - RGap: 5.42262e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  27%|██▋       | 137/500 [00:00<00:00, 8302.79it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 137/500 [00:00<00:00, 8262.80it/s]
All-or-Nothing - Traffic Class: car               :  27%|██▋       | 137/500 [00:00<00:00, 8225.89it/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: 137/500 - RGap: 3.59472e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  28%|██▊       | 138/500 [00:00<00:00, 9750.91it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 138/500 [00:00<00:00, 9676.25it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 138/500 [00:00<00:00, 9623.80it/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: 138/500 - RGap: 4.71159e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  28%|██▊       | 139/500 [00:00<00:00, 12830.29it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 139/500 [00:00<00:00, 12732.50it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 139/500 [00:00<00:00, 12648.25it/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: 139/500 - RGap: 3.2266e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  28%|██▊       | 140/500 [00:00<00:00, 9471.31it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 140/500 [00:00<00:00, 9415.13it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 140/500 [00:00<00:00, 9367.36it/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: 140/500 - RGap: 3.24211e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  28%|██▊       | 141/500 [00:00<00:00, 13131.36it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 141/500 [00:00<00:00, 13031.24it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 141/500 [00:00<00:00, 12939.72it/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: 141/500 - RGap: 5.35231e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  28%|██▊       | 142/500 [00:00<00:00, 8383.88it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 142/500 [00:00<00:00, 8341.50it/s]
All-or-Nothing - Traffic Class: car               :  28%|██▊       | 142/500 [00:00<00:00, 8306.02it/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: 142/500 - RGap: 5.45668e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  29%|██▊       | 143/500 [00:00<00:00, 18110.01it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▊       | 143/500 [00:00<00:00, 17925.98it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▊       | 143/500 [00:00<00:00, 17756.16it/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: 143/500 - RGap: 5.46043e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  29%|██▉       | 144/500 [00:00<00:00, 18654.59it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▉       | 144/500 [00:00<00:00, 18458.48it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▉       | 144/500 [00:00<00:00, 18283.03it/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: 144/500 - RGap: 5.18285e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  29%|██▉       | 145/500 [00:00<00:00, 11370.72it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▉       | 145/500 [00:00<00:00, 11295.11it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▉       | 145/500 [00:00<00:00, 11229.00it/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: 145/500 - RGap: 4.69027e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  29%|██▉       | 146/500 [00:00<00:00, 11142.07it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▉       | 146/500 [00:00<00:00, 11064.57it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▉       | 146/500 [00:00<00:00, 11002.54it/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: 146/500 - RGap: 3.97068e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  29%|██▉       | 147/500 [00:00<00:00, 14221.26it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▉       | 147/500 [00:00<00:00, 14111.57it/s]
All-or-Nothing - Traffic Class: car               :  29%|██▉       | 147/500 [00:00<00:00, 14013.11it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 147/500 - RGap: 6.40248e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  30%|██▉       | 148/500 [00:00<00:00, 12272.29it/s]
All-or-Nothing - Traffic Class: car               :  30%|██▉       | 148/500 [00:00<00:00, 12192.50it/s]
All-or-Nothing - Traffic Class: car               :  30%|██▉       | 148/500 [00:00<00:00, 12118.95it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 148/500 - RGap: 8.23134e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  30%|██▉       | 149/500 [00:00<00:00, 12243.62it/s]
All-or-Nothing - Traffic Class: car               :  30%|██▉       | 149/500 [00:00<00:00, 12154.09it/s]
All-or-Nothing - Traffic Class: car               :  30%|██▉       | 149/500 [00:00<00:00, 12082.19it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 149/500 - RGap: 8.94706e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  30%|███       | 150/500 [00:00<00:00, 13928.39it/s]
All-or-Nothing - Traffic Class: car               :  30%|███       | 150/500 [00:00<00:00, 13826.46it/s]
All-or-Nothing - Traffic Class: car               :  30%|███       | 150/500 [00:00<00:00, 13731.11it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 150/500 - RGap: 7.07693e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  30%|███       | 151/500 [00:00<00:00, 13640.16it/s]
All-or-Nothing - Traffic Class: car               :  30%|███       | 151/500 [00:00<00:00, 13540.14it/s]
All-or-Nothing - Traffic Class: car               :  30%|███       | 151/500 [00:00<00:00, 13448.42it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 151/500 - RGap: 7.87442e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  30%|███       | 152/500 [00:00<00:00, 11977.87it/s]
All-or-Nothing - Traffic Class: car               :  30%|███       | 152/500 [00:00<00:00, 11875.02it/s]
All-or-Nothing - Traffic Class: car               :  30%|███       | 152/500 [00:00<00:00, 11801.82it/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: 152/500 - RGap: 7.70307e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  31%|███       | 153/500 [00:00<00:00, 12005.25it/s]
All-or-Nothing - Traffic Class: car               :  31%|███       | 153/500 [00:00<00:00, 11900.39it/s]
All-or-Nothing - Traffic Class: car               :  31%|███       | 153/500 [00:00<00:00, 11829.10it/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: 153/500 - RGap: 8.52249e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  31%|███       | 154/500 [00:00<00:00, 11080.05it/s]
All-or-Nothing - Traffic Class: car               :  31%|███       | 154/500 [00:00<00:00, 11013.36it/s]
All-or-Nothing - Traffic Class: car               :  31%|███       | 154/500 [00:00<00:00, 10955.64it/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: 154/500 - RGap: 9.72434e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  31%|███       | 155/500 [00:00<00:00, 12285.83it/s]
All-or-Nothing - Traffic Class: car               :  31%|███       | 155/500 [00:00<00:00, 12180.86it/s]
All-or-Nothing - Traffic Class: car               :  31%|███       | 155/500 [00:00<00:00, 12105.11it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 155/500 - RGap: 9.61803e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  31%|███       | 156/500 [00:00<00:00, 9747.51it/s]
All-or-Nothing - Traffic Class: car               :  31%|███       | 156/500 [00:00<00:00, 9695.51it/s]
All-or-Nothing - Traffic Class: car               :  31%|███       | 156/500 [00:00<00:00, 9650.47it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 156/500 - RGap: 7.13559e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  31%|███▏      | 157/500 [00:00<00:00, 19537.91it/s]
All-or-Nothing - Traffic Class: car               :  31%|███▏      | 157/500 [00:00<00:00, 19345.06it/s]
All-or-Nothing - Traffic Class: car               :  31%|███▏      | 157/500 [00:00<00:00, 19171.03it/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: 157/500 - RGap: 8.40466e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  32%|███▏      | 158/500 [00:00<00:00, 12642.85it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 158/500 [00:00<00:00, 12563.27it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 158/500 [00:00<00:00, 12486.81it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 158/500 - RGap: 8.94303e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  32%|███▏      | 159/500 [00:00<00:00, 9244.96it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 159/500 [00:00<00:00, 9202.22it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 159/500 [00:00<00:00, 9163.41it/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: 159/500 - RGap: 8.13181e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  32%|███▏      | 160/500 [00:00<00:00, 12677.12it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 160/500 [00:00<00:00, 12599.05it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 160/500 [00:00<00:00, 12524.98it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 160/500 - RGap: 8.24844e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  32%|███▏      | 161/500 [00:00<00:00, 14429.12it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 161/500 [00:00<00:00, 14325.96it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 161/500 [00:00<00:00, 14232.06it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 161/500 - RGap: 8.06509e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  32%|███▏      | 162/500 [00:00<00:00, 10135.10it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 162/500 [00:00<00:00, 10065.58it/s]
All-or-Nothing - Traffic Class: car               :  32%|███▏      | 162/500 [00:00<00:00, 10016.17it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 162/500 - RGap: 7.73202e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  33%|███▎      | 163/500 [00:00<00:00, 17524.20it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 163/500 [00:00<00:00, 17372.79it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 163/500 [00:00<00:00, 17236.58it/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: 163/500 - RGap: 7.95175e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  33%|███▎      | 164/500 [00:00<00:00, 13393.55it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 164/500 [00:00<00:00, 13274.65it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 164/500 [00:00<00:00, 13191.41it/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: 164/500 - RGap: 6.13203e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  33%|███▎      | 165/500 [00:00<00:00, 17079.05it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 165/500 [00:00<00:00, 16942.33it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 165/500 [00:00<00:00, 16756.50it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 165/500 - RGap: 6.21652e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  33%|███▎      | 166/500 [00:00<00:00, 12930.96it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 166/500 [00:00<00:00, 12821.66it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 166/500 [00:00<00:00, 12744.21it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 166/500 - RGap: 6.10324e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  33%|███▎      | 167/500 [00:00<00:00, 15922.91it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 167/500 [00:00<00:00, 15801.85it/s]
All-or-Nothing - Traffic Class: car               :  33%|███▎      | 167/500 [00:00<00:00, 15691.76it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 167/500 - RGap: 5.16607e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  34%|███▎      | 168/500 [00:00<00:00, 19704.78it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▎      | 168/500 [00:00<00:00, 19528.39it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▎      | 168/500 [00:00<00:00, 19362.05it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 168/500 - RGap: 4.97689e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  34%|███▍      | 169/500 [00:00<00:00, 13435.64it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▍      | 169/500 [00:00<00:00, 13349.86it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▍      | 169/500 [00:00<00:00, 13271.87it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 169/500 - RGap: 5.46935e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  34%|███▍      | 170/500 [00:00<00:00, 15503.72it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▍      | 170/500 [00:00<00:00, 15389.62it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▍      | 170/500 [00:00<00:00, 15286.35it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 170/500 - RGap: 4.82972e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  34%|███▍      | 171/500 [00:00<00:00, 19926.82it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▍      | 171/500 [00:00<00:00, 19740.89it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▍      | 171/500 [00:00<00:00, 19577.08it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 171/500 - RGap: 4.24829e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  34%|███▍      | 172/500 [00:00<00:00, 18009.39it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▍      | 172/500 [00:00<00:00, 17801.42it/s]
All-or-Nothing - Traffic Class: car               :  34%|███▍      | 172/500 [00:00<00:00, 17658.50it/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]
Equilibrium Assignment - Iteration: 172/500 - RGap: 3.856e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  35%|███▍      | 173/500 [00:00<00:00, 16071.55it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▍      | 173/500 [00:00<00:00, 15888.91it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▍      | 173/500 [00:00<00:00, 15774.92it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 173/500 - RGap: 3.82461e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  35%|███▍      | 174/500 [00:00<00:00, 19986.00it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▍      | 174/500 [00:00<00:00, 19728.83it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▍      | 174/500 [00:00<00:00, 19551.25it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 174/500 - RGap: 5.6059e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  35%|███▌      | 175/500 [00:00<00:00, 22535.48it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▌      | 175/500 [00:00<00:00, 22221.65it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▌      | 175/500 [00:00<00:00, 22012.39it/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: 175/500 - RGap: 5.90239e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  35%|███▌      | 176/500 [00:00<00:00, 19149.09it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▌      | 176/500 [00:00<00:00, 18982.17it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▌      | 176/500 [00:00<00:00, 18831.09it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 176/500 - RGap: 4.89426e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  35%|███▌      | 177/500 [00:00<00:00, 23854.24it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▌      | 177/500 [00:00<00:00, 23605.46it/s]
All-or-Nothing - Traffic Class: car               :  35%|███▌      | 177/500 [00:00<00:00, 23369.17it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 177/500 - RGap: 3.66504e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  36%|███▌      | 178/500 [00:00<00:00, 13919.24it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▌      | 178/500 [00:00<00:00, 13831.82it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▌      | 178/500 [00:00<00:00, 13750.04it/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: 178/500 - RGap: 4.20317e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  36%|███▌      | 179/500 [00:00<00:00, 18450.77it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▌      | 179/500 [00:00<00:00, 18248.52it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▌      | 179/500 [00:00<00:00, 18107.24it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 179/500 - RGap: 3.93565e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  36%|███▌      | 180/500 [00:00<00:00, 14115.11it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▌      | 180/500 [00:00<00:00, 13939.97it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▌      | 180/500 [00:00<00:00, 13855.04it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 180/500 - RGap: 5.09431e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  36%|███▌      | 181/500 [00:00<00:00, 25440.47it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▌      | 181/500 [00:00<00:00, 25157.21it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▌      | 181/500 [00:00<00:00, 24899.77it/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: 181/500 - RGap: 6.12743e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  36%|███▋      | 182/500 [00:00<00:00, 18717.68it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▋      | 182/500 [00:00<00:00, 18562.93it/s]
All-or-Nothing - Traffic Class: car               :  36%|███▋      | 182/500 [00:00<00:00, 18420.93it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 182/500 - RGap: 5.14988e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  37%|███▋      | 183/500 [00:00<00:00, 15740.25it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 183/500 [00:00<00:00, 15632.22it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 183/500 [00:00<00:00, 15531.94it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 183/500 - RGap: 4.69819e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  37%|███▋      | 184/500 [00:00<00:00, 17539.02it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 184/500 [00:00<00:00, 17405.32it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 184/500 [00:00<00:00, 17213.16it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 184/500 - RGap: 6.12344e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  37%|███▋      | 185/500 [00:00<00:00, 15383.24it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 185/500 [00:00<00:00, 15280.85it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 185/500 [00:00<00:00, 15190.51it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 185/500 - RGap: 7.81767e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  37%|███▋      | 186/500 [00:00<00:00, 25965.74it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 186/500 [00:00<00:00, 25676.88it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 186/500 [00:00<00:00, 25416.71it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 186/500 - RGap: 5.99582e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  37%|███▋      | 187/500 [00:00<00:00, 13140.58it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 187/500 [00:00<00:00, 13037.05it/s]
All-or-Nothing - Traffic Class: car               :  37%|███▋      | 187/500 [00:00<00:00, 12967.86it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 187/500 - RGap: 5.57825e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  38%|███▊      | 188/500 [00:00<00:00, 24104.46it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 188/500 [00:00<00:00, 23856.51it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 188/500 [00:00<00:00, 23627.76it/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: 188/500 - RGap: 5.85725e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  38%|███▊      | 189/500 [00:00<00:00, 23837.01it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 189/500 [00:00<00:00, 23594.36it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 189/500 [00:00<00:00, 23384.86it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 189/500 - RGap: 5.44504e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  38%|███▊      | 190/500 [00:00<00:00, 14966.15it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 190/500 [00:00<00:00, 14868.42it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 190/500 [00:00<00:00, 14783.47it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 190/500 - RGap: 6.22477e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  38%|███▊      | 191/500 [00:00<00:00, 15728.74it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 191/500 [00:00<00:00, 15622.61it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 191/500 [00:00<00:00, 15529.04it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 191/500 - RGap: 4.35495e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  38%|███▊      | 192/500 [00:00<00:00, 15532.36it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 192/500 [00:00<00:00, 15430.58it/s]
All-or-Nothing - Traffic Class: car               :  38%|███▊      | 192/500 [00:00<00:00, 15335.37it/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]
Equilibrium Assignment - Iteration: 192/500 - RGap: 4.3768e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  39%|███▊      | 193/500 [00:00<00:00, 24527.35it/s]
All-or-Nothing - Traffic Class: car               :  39%|███▊      | 193/500 [00:00<00:00, 24276.52it/s]
All-or-Nothing - Traffic Class: car               :  39%|███▊      | 193/500 [00:00<00:00, 24049.34it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 193/500 - RGap: 4.98019e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  39%|███▉      | 194/500 [00:00<00:00, 14224.94it/s]
All-or-Nothing - Traffic Class: car               :  39%|███▉      | 194/500 [00:00<00:00, 14105.59it/s]
All-or-Nothing - Traffic Class: car               :  39%|███▉      | 194/500 [00:00<00:00, 14025.11it/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]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 194/500 - RGap: 5.62066e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  39%|███▉      | 195/500 [00:00<00:00, 23390.32it/s]
All-or-Nothing - Traffic Class: car               :  39%|███▉      | 195/500 [00:00<00:00, 23167.04it/s]
All-or-Nothing - Traffic Class: car               :  39%|███▉      | 195/500 [00:00<00:00, 22964.10it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 195/500 - RGap: 6.09745e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  39%|███▉      | 196/500 [00:00<00:00, 11353.18it/s]
All-or-Nothing - Traffic Class: car               :  39%|███▉      | 196/500 [00:00<00:00, 11300.74it/s]
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All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 196/500 - RGap: 5.91998e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  39%|███▉      | 197/500 [00:00<00:00, 18130.07it/s]
All-or-Nothing - Traffic Class: car               :  39%|███▉      | 197/500 [00:00<00:00, 17994.25it/s]
All-or-Nothing - Traffic Class: car               :  39%|███▉      | 197/500 [00:00<00:00, 17873.20it/s]
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Equilibrium Assignment - Iteration: 197/500 - RGap: 6.75948e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  40%|███▉      | 198/500 [00:00<00:00, 19172.41it/s]
All-or-Nothing - Traffic Class: car               :  40%|███▉      | 198/500 [00:00<00:00, 19024.40it/s]
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Equilibrium Assignment - Iteration: 198/500 - RGap: 6.28815e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  40%|███▉      | 199/500 [00:00<00:00, 16275.38it/s]
All-or-Nothing - Traffic Class: car               :  40%|███▉      | 199/500 [00:00<00:00, 16168.81it/s]
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Equilibrium Assignment - Iteration: 199/500 - RGap: 5.13973e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  40%|████      | 200/500 [00:00<00:00, 16722.70it/s]
All-or-Nothing - Traffic Class: car               :  40%|████      | 200/500 [00:00<00:00, 16608.80it/s]
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Equilibrium Assignment - Iteration: 200/500 - RGap: 4.7295e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  40%|████      | 201/500 [00:00<00:00, 13757.43it/s]
All-or-Nothing - Traffic Class: car               :  40%|████      | 201/500 [00:00<00:00, 13679.08it/s]
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Equilibrium Assignment - Iteration: 201/500 - RGap: 4.9452e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  40%|████      | 202/500 [00:00<00:00, 15898.25it/s]
All-or-Nothing - Traffic Class: car               :  40%|████      | 202/500 [00:00<00:00, 15798.93it/s]
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Equilibrium Assignment - Iteration: 202/500 - RGap: 4.86252e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  41%|████      | 203/500 [00:00<00:00, 19975.69it/s]
All-or-Nothing - Traffic Class: car               :  41%|████      | 203/500 [00:00<00:00, 19821.76it/s]
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Equilibrium Assignment - Iteration: 203/500 - RGap: 5.25643e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  41%|████      | 204/500 [00:00<00:00, 18509.49it/s]
All-or-Nothing - Traffic Class: car               :  41%|████      | 204/500 [00:00<00:00, 18364.48it/s]
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Equilibrium Assignment - Iteration: 204/500 - RGap: 4.74953e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  41%|████      | 205/500 [00:00<00:00, 13298.57it/s]
All-or-Nothing - Traffic Class: car               :  41%|████      | 205/500 [00:00<00:00, 13229.00it/s]
All-or-Nothing - Traffic Class: car               :  41%|████      | 205/500 [00:00<00:00, 13162.78it/s]
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Equilibrium Assignment - Iteration: 205/500 - RGap: 6.34869e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  41%|████      | 206/500 [00:00<00:00, 14683.34it/s]
All-or-Nothing - Traffic Class: car               :  41%|████      | 206/500 [00:00<00:00, 14594.80it/s]
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Equilibrium Assignment - Iteration: 206/500 - RGap: 4.31465e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  41%|████▏     | 207/500 [00:00<00:00, 12178.21it/s]
All-or-Nothing - Traffic Class: car               :  41%|████▏     | 207/500 [00:00<00:00, 12115.16it/s]
All-or-Nothing - Traffic Class: car               :  41%|████▏     | 207/500 [00:00<00:00, 11963.25it/s]
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Equilibrium Assignment - Iteration: 207/500 - RGap: 4.01855e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  42%|████▏     | 208/500 [00:00<00:00, 10879.35it/s]
All-or-Nothing - Traffic Class: car               :  42%|████▏     | 208/500 [00:00<00:00, 10828.58it/s]
All-or-Nothing - Traffic Class: car               :  42%|████▏     | 208/500 [00:00<00:00, 10786.14it/s]
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Equilibrium Assignment - Iteration: 208/500 - RGap: 3.03051e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  42%|████▏     | 209/500 [00:00<00:00, 19773.74it/s]
All-or-Nothing - Traffic Class: car               :  42%|████▏     | 209/500 [00:00<00:00, 19619.73it/s]
All-or-Nothing - Traffic Class: car               :  42%|████▏     | 209/500 [00:00<00:00, 19479.78it/s]
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Equilibrium Assignment - Iteration: 209/500 - RGap: 2.96279e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  42%|████▏     | 210/500 [00:00<00:00, 17978.52it/s]
All-or-Nothing - Traffic Class: car               :  42%|████▏     | 210/500 [00:00<00:00, 17841.96it/s]
All-or-Nothing - Traffic Class: car               :  42%|████▏     | 210/500 [00:00<00:00, 17730.26it/s]
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Equilibrium Assignment - Iteration: 210/500 - RGap: 2.45316e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  42%|████▏     | 211/500 [00:00<00:00, 16748.64it/s]
All-or-Nothing - Traffic Class: car               :  42%|████▏     | 211/500 [00:00<00:00, 16637.49it/s]
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Equilibrium Assignment - Iteration: 211/500 - RGap: 3.22259e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  42%|████▏     | 212/500 [00:00<00:00, 15516.30it/s]
All-or-Nothing - Traffic Class: car               :  42%|████▏     | 212/500 [00:00<00:00, 15396.21it/s]
All-or-Nothing - Traffic Class: car               :  42%|████▏     | 212/500 [00:00<00:00, 15309.79it/s]
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Equilibrium Assignment - Iteration: 212/500 - RGap: 4.63769e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  43%|████▎     | 213/500 [00:00<00:00, 19377.22it/s]
All-or-Nothing - Traffic Class: car               :  43%|████▎     | 213/500 [00:00<00:00, 19242.41it/s]
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Equilibrium Assignment - Iteration: 213/500 - RGap: 6.02545e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  43%|████▎     | 214/500 [00:00<00:00, 12899.99it/s]
All-or-Nothing - Traffic Class: car               :  43%|████▎     | 214/500 [00:00<00:00, 12810.87it/s]
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Equilibrium Assignment - Iteration: 214/500 - RGap: 6.8313e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  43%|████▎     | 215/500 [00:00<00:00, 20874.91it/s]
All-or-Nothing - Traffic Class: car               :  43%|████▎     | 215/500 [00:00<00:00, 20715.23it/s]
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Equilibrium Assignment - Iteration: 215/500 - RGap: 6.45213e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  43%|████▎     | 216/500 [00:00<00:00, 13246.14it/s]
All-or-Nothing - Traffic Class: car               :  43%|████▎     | 216/500 [00:00<00:00, 13177.93it/s]
All-or-Nothing - Traffic Class: car               :  43%|████▎     | 216/500 [00:00<00:00, 13115.36it/s]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 216/500 - RGap: 6.76972e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  43%|████▎     | 217/500 [00:00<00:00, 25116.29it/s]
All-or-Nothing - Traffic Class: car               :  43%|████▎     | 217/500 [00:00<00:00, 24883.51it/s]
All-or-Nothing - Traffic Class: car               :  43%|████▎     | 217/500 [00:00<00:00, 24345.70it/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: 217/500 - RGap: 8.09946e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  44%|████▎     | 218/500 [00:00<00:00, 26849.46it/s]
All-or-Nothing - Traffic Class: car               :  44%|████▎     | 218/500 [00:00<00:00, 26587.14it/s]
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Equilibrium Assignment - Iteration: 218/500 - RGap: 9.74774e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  44%|████▍     | 219/500 [00:00<00:00, 23568.34it/s]
All-or-Nothing - Traffic Class: car               :  44%|████▍     | 219/500 [00:00<00:00, 23361.54it/s]
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Equilibrium Assignment - Iteration: 219/500 - RGap: 8.14506e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  44%|████▍     | 220/500 [00:00<00:00, 27255.85it/s]
All-or-Nothing - Traffic Class: car               :  44%|████▍     | 220/500 [00:00<00:00, 26991.95it/s]
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Equilibrium Assignment - Iteration: 220/500 - RGap: 9.16908e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  44%|████▍     | 221/500 [00:00<00:00, 22124.81it/s]
All-or-Nothing - Traffic Class: car               :  44%|████▍     | 221/500 [00:00<00:00, 21943.07it/s]
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Equilibrium Assignment - Iteration: 221/500 - RGap: 9.66645e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  44%|████▍     | 222/500 [00:00<00:00, 19310.55it/s]
All-or-Nothing - Traffic Class: car               :  44%|████▍     | 222/500 [00:00<00:00, 19170.21it/s]
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Equilibrium Assignment - Iteration: 222/500 - RGap: 0.000104773:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  45%|████▍     | 223/500 [00:00<00:00, 27917.79it/s]
All-or-Nothing - Traffic Class: car               :  45%|████▍     | 223/500 [00:00<00:00, 27648.76it/s]
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Equilibrium Assignment - Iteration: 223/500 - RGap: 0.000103098:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  45%|████▍     | 224/500 [00:00<00:00, 12981.69it/s]
All-or-Nothing - Traffic Class: car               :  45%|████▍     | 224/500 [00:00<00:00, 12915.13it/s]
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Equilibrium Assignment - Iteration: 224/500 - RGap: 9.6535e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  45%|████▌     | 225/500 [00:00<00:00, 20362.46it/s]
All-or-Nothing - Traffic Class: car               :  45%|████▌     | 225/500 [00:00<00:00, 20212.00it/s]
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Equilibrium Assignment - Iteration: 225/500 - RGap: 9.237e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  45%|████▌     | 226/500 [00:00<00:00, 22206.64it/s]
All-or-Nothing - Traffic Class: car               :  45%|████▌     | 226/500 [00:00<00:00, 22032.70it/s]
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Equilibrium Assignment - Iteration: 226/500 - RGap: 8.42947e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  45%|████▌     | 227/500 [00:00<00:00, 14729.15it/s]
All-or-Nothing - Traffic Class: car               :  45%|████▌     | 227/500 [00:00<00:00, 14645.32it/s]
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Equilibrium Assignment - Iteration: 227/500 - RGap: 0.000107695:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  46%|████▌     | 228/500 [00:00<00:00, 22879.66it/s]
All-or-Nothing - Traffic Class: car               :  46%|████▌     | 228/500 [00:00<00:00, 22699.90it/s]
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Equilibrium Assignment - Iteration: 228/500 - RGap: 0.000127244:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  46%|████▌     | 229/500 [00:00<00:00, 21144.65it/s]
All-or-Nothing - Traffic Class: car               :  46%|████▌     | 229/500 [00:00<00:00, 20984.35it/s]
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Equilibrium Assignment - Iteration: 229/500 - RGap: 0.000112227:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  46%|████▌     | 230/500 [00:00<00:00, 30549.43it/s]
All-or-Nothing - Traffic Class: car               :  46%|████▌     | 230/500 [00:00<00:00, 30218.33it/s]
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Equilibrium Assignment - Iteration: 230/500 - RGap: 0.000103011:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  46%|████▌     | 231/500 [00:00<00:00, 29069.43it/s]
All-or-Nothing - Traffic Class: car               :  46%|████▌     | 231/500 [00:00<00:00, 28769.91it/s]
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Equilibrium Assignment - Iteration: 231/500 - RGap: 0.000126631:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  46%|████▋     | 232/500 [00:00<00:00, 18287.51it/s]
All-or-Nothing - Traffic Class: car               :  46%|████▋     | 232/500 [00:00<00:00, 18169.37it/s]
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Equilibrium Assignment - Iteration: 232/500 - RGap: 0.000120996:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  47%|████▋     | 233/500 [00:00<00:00, 32222.39it/s]
All-or-Nothing - Traffic Class: car               :  47%|████▋     | 233/500 [00:00<00:00, 31867.25it/s]
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Equilibrium Assignment - Iteration: 233/500 - RGap: 0.00010369:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  47%|████▋     | 234/500 [00:00<00:00, 30426.49it/s]
All-or-Nothing - Traffic Class: car               :  47%|████▋     | 234/500 [00:00<00:00, 30108.20it/s]
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Equilibrium Assignment - Iteration: 234/500 - RGap: 7.74596e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  47%|████▋     | 235/500 [00:00<00:00, 22039.74it/s]
All-or-Nothing - Traffic Class: car               :  47%|████▋     | 235/500 [00:00<00:00, 21871.02it/s]
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Equilibrium Assignment - Iteration: 235/500 - RGap: 6.04395e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  47%|████▋     | 236/500 [00:00<00:00, 27902.91it/s]
All-or-Nothing - Traffic Class: car               :  47%|████▋     | 236/500 [00:00<00:00, 27630.31it/s]
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Equilibrium Assignment - Iteration: 236/500 - RGap: 7.34292e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  47%|████▋     | 237/500 [00:00<00:00, 30310.10it/s]
All-or-Nothing - Traffic Class: car               :  47%|████▋     | 237/500 [00:00<00:00, 29991.86it/s]
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Equilibrium Assignment - Iteration: 237/500 - RGap: 9.59719e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  48%|████▊     | 238/500 [00:00<00:00, 30215.95it/s]
All-or-Nothing - Traffic Class: car               :  48%|████▊     | 238/500 [00:00<00:00, 29905.46it/s]
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Equilibrium Assignment - Iteration: 238/500 - RGap: 6.61233e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  48%|████▊     | 239/500 [00:00<00:00, 20194.98it/s]
All-or-Nothing - Traffic Class: car               :  48%|████▊     | 239/500 [00:00<00:00, 20047.17it/s]
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Equilibrium Assignment - Iteration: 239/500 - RGap: 6.77396e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  48%|████▊     | 240/500 [00:00<00:00, 25770.79it/s]
All-or-Nothing - Traffic Class: car               :  48%|████▊     | 240/500 [00:00<00:00, 25532.86it/s]
All-or-Nothing - Traffic Class: car               :  48%|████▊     | 240/500 [00:00<00:00, 25341.31it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 240/500 - RGap: 7.21145e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  48%|████▊     | 241/500 [00:00<00:00, 28469.20it/s]
All-or-Nothing - Traffic Class: car               :  48%|████▊     | 241/500 [00:00<00:00, 28199.16it/s]
All-or-Nothing - Traffic Class: car               :  48%|████▊     | 241/500 [00:00<00:00, 27951.20it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 241/500 - RGap: 8.70375e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  48%|████▊     | 242/500 [00:00<00:00, 23431.87it/s]
All-or-Nothing - Traffic Class: car               :  48%|████▊     | 242/500 [00:00<00:00, 23239.80it/s]
All-or-Nothing - Traffic Class: car               :  48%|████▊     | 242/500 [00:00<00:00, 23068.15it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 242/500 - RGap: 8.60007e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  49%|████▊     | 243/500 [00:00<00:00, 17863.43it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▊     | 243/500 [00:00<00:00, 17750.50it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▊     | 243/500 [00:00<00:00, 17598.48it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 243/500 - RGap: 7.70532e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  49%|████▉     | 244/500 [00:00<00:00, 19998.24it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▉     | 244/500 [00:00<00:00, 19794.40it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▉     | 244/500 [00:00<00:00, 19656.02it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 244/500 - RGap: 0.000110471:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  49%|████▉     | 245/500 [00:00<00:00, 16416.46it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▉     | 245/500 [00:00<00:00, 16316.62it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▉     | 245/500 [00:00<00:00, 16233.11it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 245/500 - RGap: 8.36101e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  49%|████▉     | 246/500 [00:00<00:00, 14591.57it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▉     | 246/500 [00:00<00:00, 14513.78it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▉     | 246/500 [00:00<00:00, 14445.70it/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: 246/500 - RGap: 8.00896e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  49%|████▉     | 247/500 [00:00<00:00, 18184.89it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▉     | 247/500 [00:00<00:00, 18059.04it/s]
All-or-Nothing - Traffic Class: car               :  49%|████▉     | 247/500 [00:00<00:00, 17954.51it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 247/500 - RGap: 5.04007e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  50%|████▉     | 248/500 [00:00<00:00, 25940.48it/s]
All-or-Nothing - Traffic Class: car               :  50%|████▉     | 248/500 [00:00<00:00, 25705.85it/s]
All-or-Nothing - Traffic Class: car               :  50%|████▉     | 248/500 [00:00<00:00, 25509.17it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 248/500 - RGap: 5.52522e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  50%|████▉     | 249/500 [00:00<00:00, 21049.29it/s]
All-or-Nothing - Traffic Class: car               :  50%|████▉     | 249/500 [00:00<00:00, 20885.96it/s]
All-or-Nothing - Traffic Class: car               :  50%|████▉     | 249/500 [00:00<00:00, 20753.57it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 249/500 - RGap: 5.834e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  50%|█████     | 250/500 [00:00<00:00, 18334.31it/s]
All-or-Nothing - Traffic Class: car               :  50%|█████     | 250/500 [00:00<00:00, 18219.63it/s]
All-or-Nothing - Traffic Class: car               :  50%|█████     | 250/500 [00:00<00:00, 18125.46it/s]
All-or-Nothing - Traffic Class: car               :   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 250/500 - RGap: 5.56896e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  50%|█████     | 251/500 [00:00<00:00, 31052.42it/s]
All-or-Nothing - Traffic Class: car               :  50%|█████     | 251/500 [00:00<00:00, 30734.23it/s]
All-or-Nothing - Traffic Class: car               :  50%|█████     | 251/500 [00:00<00:00, 30470.04it/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: 251/500 - RGap: 6.19662e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  50%|█████     | 252/500 [00:00<00:00, 14771.77it/s]
All-or-Nothing - Traffic Class: car               :  50%|█████     | 252/500 [00:00<00:00, 14693.94it/s]
All-or-Nothing - Traffic Class: car               :  50%|█████     | 252/500 [00:00<00:00, 14629.88it/s]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 252/500 - RGap: 5.42212e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  51%|█████     | 253/500 [00:00<00:00, 26464.14it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████     | 253/500 [00:00<00:00, 26209.87it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████     | 253/500 [00:00<00:00, 26011.98it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 253/500 - RGap: 6.33103e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  51%|█████     | 254/500 [00:00<00:00, 20136.72it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████     | 254/500 [00:00<00:00, 19999.50it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████     | 254/500 [00:00<00:00, 19884.53it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 254/500 - RGap: 4.64954e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  51%|█████     | 255/500 [00:00<00:00, 21999.00it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████     | 255/500 [00:00<00:00, 21837.30it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████     | 255/500 [00:00<00:00, 21702.16it/s]
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All-or-Nothing - Traffic Class: car - Zones: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 255/500 - RGap: 5.04107e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  51%|█████     | 256/500 [00:00<00:00, 22944.18it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████     | 256/500 [00:00<00:00, 22780.62it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████     | 256/500 [00:00<00:00, 22632.25it/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: 256/500 - RGap: 3.70333e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  51%|█████▏    | 257/500 [00:00<00:00, 20050.15it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████▏    | 257/500 [00:00<00:00, 19927.83it/s]
All-or-Nothing - Traffic Class: car               :  51%|█████▏    | 257/500 [00:00<00:00, 19813.91it/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: 257/500 - RGap: 4.64107e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  52%|█████▏    | 258/500 [00:00<00:00, 20778.23it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 258/500 [00:00<00:00, 20645.43it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 258/500 [00:00<00:00, 20527.94it/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: 258/500 - RGap: 4.60664e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  52%|█████▏    | 259/500 [00:00<00:00, 16543.18it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 259/500 [00:00<00:00, 16440.29it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 259/500 [00:00<00:00, 16022.49it/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: 259/500 - RGap: 2.78224e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  52%|█████▏    | 260/500 [00:00<00:00, 21482.13it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 260/500 [00:00<00:00, 21319.60it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 260/500 [00:00<00:00, 21171.43it/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: 24/24:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment - Iteration: 260/500 - RGap: 2.36035e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  52%|█████▏    | 261/500 [00:00<00:00, 10801.21it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 261/500 [00:00<00:00, 10765.10it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 261/500 [00:00<00:00, 10732.69it/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: 261/500 - RGap: 2.75966e-05:   0%|          | 0/500 [00:00<?, ?it/s]
Equilibrium Assignment                            :  52%|█████▏    | 262/500 [00:00<00:00, 24493.10it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 262/500 [00:00<00:00, 24307.28it/s]
All-or-Nothing - Traffic Class: car               :  52%|█████▏    | 262/500 [00:00<00:00, 24140.67it/s]
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Equilibrium Assignment - Iteration: 262/500 - RGap: 2.87607e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 263/500 [00:00<00:00, 19066.01it/s]
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Equilibrium Assignment - Iteration: 263/500 - RGap: 2.5694e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 264/500 [00:00<00:00, 23094.65it/s]
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Equilibrium Assignment - Iteration: 264/500 - RGap: 2.12226e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 265/500 [00:00<00:00, 21638.64it/s]
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Equilibrium Assignment - Iteration: 265/500 - RGap: 2.32475e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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Equilibrium Assignment - Iteration: 266/500 - RGap: 2.02165e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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All-or-Nothing - Traffic Class: car               :  53%|█████▎    | 267/500 [00:00<00:00, 22907.04it/s]
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Equilibrium Assignment - Iteration: 267/500 - RGap: 1.9111e-05:   0%|          | 0/500 [00:00<?, ?it/s]
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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.

assig.save_select_link_results("select_link_analysis")

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.

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

assig.save_results("future_year_assignment")

And save the skims

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

Run convergence study

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()

Close the project

project.close()