diff --git a/.binder/environment.yml b/.binder/environment.yml index 810c274..cc640a2 100644 --- a/.binder/environment.yml +++ b/.binder/environment.yml @@ -27,5 +27,6 @@ dependencies: - python==3.9.* - rdkit - typing_extensions - - gufe==0.6.* - - openfe==0.6.* + - gufe>=0.7.1 + - openfe>=0.7.1 + - py3dmol \ No newline at end of file diff --git a/networks/Preparing AlchemicalNetworks.ipynb b/networks/Preparing AlchemicalNetworks.ipynb new file mode 100644 index 0000000..06c0087 --- /dev/null +++ b/networks/Preparing AlchemicalNetworks.ipynb @@ -0,0 +1,610 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4ed54201-aa1f-4ba9-bdb7-1c7f5a2cbd05", + "metadata": {}, + "source": [ + "# Preparing `AlchemicalNetwork`s" + ] + }, + { + "cell_type": "markdown", + "id": "6da80e66-6e17-407f-9ba4-a25ded4777bc", + "metadata": {}, + "source": [ + "This notebook will illustrate how to build `AlchemicalNetwork` objects,\n", + "from a starting point of chemical models stored in sdf and pdb files.\n", + "\n", + "An `AlchemicalNetwork` is used to represent an entire network of calculations,\n", + "and is composed of many smaller objects:\n", + "\n", + "- An `AlchemicalNetwork` composed of \n", + " - each node a `ChemicalSystem`\n", + " - each containing many components, such as `SmallMoleculeComponent`, `ProteinComponent`\n", + " - internally each Component usually wraps an RDKit representation\n", + " - each directed edge a `Transformation`, containing\n", + " - two `ChemicalSystem`s, the 'A' and 'B' side\n", + " - zero or more `Mapping` objects relating these two sides\n", + " - a `Protocol` defining the computational method to be applied to other items" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "27b4aa61-ca82-44fa-be84-c802f1083a29", + "metadata": {}, + "outputs": [], + "source": [ + "# suppress `numba` warnings, if present\n", + "from numba.core.errors import NumbaWarning\n", + "import warnings\n", + "\n", + "warnings.simplefilter('ignore', category=NumbaWarning)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6bb3f4a4-2135-494a-8365-9ef229dd124d", + "metadata": {}, + "outputs": [], + "source": [ + "import openfe\n", + "from gufe import AlchemicalNetwork\n", + "from openff.units import unit\n", + "from rdkit import Chem" + ] + }, + { + "cell_type": "markdown", + "id": "5d3285c5-0b7e-461f-a761-dabd01182775", + "metadata": {}, + "source": [ + "## Define `ChemicalSystem`s for network nodes\n", + "\n", + "We'll start by defining the nodes for our network.\n", + "A `ChemicalSystem` is made of one or more `Component`s. These can be one of `ProteinComponent`, `SmallMoleculeComponent`, or `SolventComponent`, and potentially others as needed. This design allows for memory efficient representation of large networks with perhaps hundreds or thousands of nodes, but perhaps far fewer variants in proteins, ligands, etc." + ] + }, + { + "cell_type": "markdown", + "id": "69822065", + "metadata": {}, + "source": [ + "### Reading Ligands\n", + "\n", + "The ligands are concatenated in a single sdf file, we'll read these using RDKit.\n", + "\n", + "Each of the ligands have been pre-docked into the protein and aligned to their common scaffold. It is important to recognize that any processing required to prepare ligand and protein structures for alchemical free energy calculations should be done *before* the steps we are taking here." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "16527065", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[SmallMoleculeComponent(name=lig_ejm_31),\n", + " SmallMoleculeComponent(name=lig_ejm_42),\n", + " SmallMoleculeComponent(name=lig_ejm_43),\n", + " SmallMoleculeComponent(name=lig_ejm_45),\n", + " SmallMoleculeComponent(name=lig_ejm_46),\n", + " SmallMoleculeComponent(name=lig_ejm_47),\n", + " SmallMoleculeComponent(name=lig_ejm_48),\n", + " SmallMoleculeComponent(name=lig_ejm_50),\n", + " SmallMoleculeComponent(name=lig_ejm_54),\n", + " SmallMoleculeComponent(name=lig_ejm_55),\n", + " SmallMoleculeComponent(name=lig_jmc_23),\n", + " SmallMoleculeComponent(name=lig_jmc_27),\n", + " SmallMoleculeComponent(name=lig_jmc_28)]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ligands = [\n", + " openfe.SmallMoleculeComponent(m) for m in Chem.SDMolSupplier('data/tyk2_ligands.sdf', removeHs=False)\n", + "]\n", + "ligands" + ] + }, + { + "cell_type": "markdown", + "id": "0bb2cb69", + "metadata": {}, + "source": [ + "### Reading the protein\n", + "\n", + "The protein is supplied as a PDB file, readable via the `ProteinComponent.from_pdb_file` class method." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a31c89a4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ProteinComponent(name=tyk2)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "protein = openfe.ProteinComponent.from_pdb_file('./data/tyk2_protein.pdb', name='tyk2')\n", + "\n", + "protein" + ] + }, + { + "cell_type": "markdown", + "id": "e653c208-1f69-4f08-a38e-55b7123292d9", + "metadata": {}, + "source": [ + "### Defining the solvent\n", + "\n", + "We'll also need at least one `SolventComponent` to encode our choice of solvent and counterions, with concentration.\n", + "The concentration is defined as having units supplied by `openff.units`, this package is used to avoid confusion.\n", + "\n", + "\n", + "The `SolventComponent` doesn't actually perform any actual solvation (packing water molecules, ions); that is performed just before simulation time during `Protocol` execution." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3c47166d-143b-41f0-9dce-7805e56d7191", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "SolventComponent(name=O, Na+, Cl-)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solvent = openfe.SolventComponent(positive_ion='Na', \n", + " negative_ion='Cl',\n", + " neutralize=True, \n", + " ion_concentration=0.15*unit.molar)\n", + "solvent" + ] + }, + { + "cell_type": "markdown", + "id": "b0b11357-2179-496b-9bff-89303e1c9c33", + "metadata": {}, + "source": [ + "### Build the `ChemicalSystem`s\n", + "\n", + "We can now construct the `ChemicalSystem`s we want represented in our network. Since we are planning to perform relative binding free energy (RBFE) calculations, we'll define both *complex* and *solvent* variants for each ligand.\n", + "\n", + "This produces a dictionary mapping the ligand name to the `ChemicalSystem` that contains that ligand.\n", + "There are two dictionaries, for complexed and solvated ligands respectively." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "10edc8b3-5f45-4e37-b1d5-bd508601e352", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'lig_ejm_31': ChemicalSystem(name=lig_ejm_31_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_31), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_ejm_42': ChemicalSystem(name=lig_ejm_42_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_42), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_ejm_43': ChemicalSystem(name=lig_ejm_43_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_43), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_ejm_45': ChemicalSystem(name=lig_ejm_45_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_45), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_ejm_46': ChemicalSystem(name=lig_ejm_46_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_46), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_ejm_47': ChemicalSystem(name=lig_ejm_47_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_47), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_ejm_48': ChemicalSystem(name=lig_ejm_48_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_48), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_ejm_50': ChemicalSystem(name=lig_ejm_50_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_50), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_ejm_54': ChemicalSystem(name=lig_ejm_54_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_54), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_ejm_55': ChemicalSystem(name=lig_ejm_55_complex, components={'ligand': SmallMoleculeComponent(name=lig_ejm_55), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_jmc_23': ChemicalSystem(name=lig_jmc_23_complex, components={'ligand': SmallMoleculeComponent(name=lig_jmc_23), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_jmc_27': ChemicalSystem(name=lig_jmc_27_complex, components={'ligand': SmallMoleculeComponent(name=lig_jmc_27), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)}),\n", + " 'lig_jmc_28': ChemicalSystem(name=lig_jmc_28_complex, components={'ligand': SmallMoleculeComponent(name=lig_jmc_28), 'solvent': SolventComponent(name=O, Na+, Cl-), 'protein': ProteinComponent(name=tyk2)})}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "complexed = {l.name: openfe.ChemicalSystem(components={'ligand': l,\n", + " 'solvent': solvent, \n", + " 'protein': protein}, \n", + " name=f\"{l.name}_complex\") \n", + " for l in ligands}\n", + "complexed" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c8a0b60d-bfae-4f99-9f4d-656c982433b9", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'lig_ejm_31': ChemicalSystem(name=lig_ejm_31_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_31), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_ejm_42': ChemicalSystem(name=lig_ejm_42_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_42), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_ejm_43': ChemicalSystem(name=lig_ejm_43_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_43), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_ejm_45': ChemicalSystem(name=lig_ejm_45_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_45), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_ejm_46': ChemicalSystem(name=lig_ejm_46_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_46), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_ejm_47': ChemicalSystem(name=lig_ejm_47_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_47), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_ejm_48': ChemicalSystem(name=lig_ejm_48_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_48), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_ejm_50': ChemicalSystem(name=lig_ejm_50_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_50), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_ejm_54': ChemicalSystem(name=lig_ejm_54_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_54), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_ejm_55': ChemicalSystem(name=lig_ejm_55_water, components={'ligand': SmallMoleculeComponent(name=lig_ejm_55), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_jmc_23': ChemicalSystem(name=lig_jmc_23_water, components={'ligand': SmallMoleculeComponent(name=lig_jmc_23), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_jmc_27': ChemicalSystem(name=lig_jmc_27_water, components={'ligand': SmallMoleculeComponent(name=lig_jmc_27), 'solvent': SolventComponent(name=O, Na+, Cl-)}),\n", + " 'lig_jmc_28': ChemicalSystem(name=lig_jmc_28_water, components={'ligand': SmallMoleculeComponent(name=lig_jmc_28), 'solvent': SolventComponent(name=O, Na+, Cl-)})}" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solvated = {l.name: openfe.ChemicalSystem(components={'ligand': l, \n", + " 'solvent': solvent}, \n", + " name=f\"{l.name}_water\") \n", + " for l in ligands}\n", + "solvated" + ] + }, + { + "cell_type": "markdown", + "id": "7bc3a65a-979c-4114-b948-f7315796709d", + "metadata": {}, + "source": [ + "## Define `Transformation`s between `ChemicalSystem`s as network edges" + ] + }, + { + "cell_type": "markdown", + "id": "0a92b4c1-fffb-410c-9c76-177fe3ea0a87", + "metadata": {}, + "source": [ + "A `Transformation` is a directed edge between two `ChemicalSystem`s. It includes a `Protocol` parameterized with `Settings`, and optionally a `ComponentMapping`. \n", + "\n", + "The `Protocol` defines the actual computational method used to evaluate the `Transformation` to yield estimates for the free energy difference between the `ChemicalSystem`s.\n", + "\n", + "The `ComponentMapping` defines the atom mapping(s) between corresponding `Component`s in the two `ChemicalSystem`s. This is often critical for relative binding free energy calculations, since the choice of mapping can heavily influence convergence of the resulting estimates." + ] + }, + { + "cell_type": "markdown", + "id": "ace9de53-2527-47f5-8aae-98d9adef2c1d", + "metadata": {}, + "source": [ + "### Define the `Protocol` used for `Transformation` evaluation" + ] + }, + { + "cell_type": "markdown", + "id": "0338be2a-b861-4534-bc78-49c2e00ca2ac", + "metadata": {}, + "source": [ + "For this example, we'll use the same `Protocol` for all our `Transformation`s, with identical `Settings` for each." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "183b23a6-1839-4586-bbbe-60b2defd2f01", + "metadata": {}, + "outputs": [], + "source": [ + "from openfe.protocols import openmm_rfe\n" + ] + }, + { + "cell_type": "markdown", + "id": "9e686c7c-9ef7-4e97-b384-63334eeb894e", + "metadata": {}, + "source": [ + "Any given `Protocol` has a `default_settings()` method, which can be used to get the default settings that are specific to that `Protocol`:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d7bac455-ddc1-4735-96d7-5c6681ab3cbc", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'forcefield_settings': {'constraints': 'hbonds',\n", + " 'rigid_water': True,\n", + " 'remove_com': False,\n", + " 'hydrogen_mass': 4.0,\n", + " 'forcefields': ['amber/ff14SB.xml',\n", + " 'amber/tip3p_standard.xml',\n", + " 'amber/tip3p_HFE_multivalent.xml',\n", + " 'amber/phosaa10.xml'],\n", + " 'small_molecule_forcefield': 'openff-2.0.0'},\n", + " 'thermo_settings': {'temperature': 298.15 ,\n", + " 'pressure': 0.9869232667160129 ,\n", + " 'ph': None,\n", + " 'redox_potential': None},\n", + " 'system_settings': {'nonbonded_method': 'PME',\n", + " 'nonbonded_cutoff': 1.0 },\n", + " 'solvation_settings': {'solvent_model': 'tip3p',\n", + " 'solvent_padding': 1.2 },\n", + " 'alchemical_settings': {'lambda_functions': 'default',\n", + " 'lambda_windows': 11,\n", + " 'unsampled_endstates': False,\n", + " 'use_dispersion_correction': False,\n", + " 'softcore_LJ_v2': True,\n", + " 'softcore_electrostatics': True,\n", + " 'softcore_alpha': 0.85,\n", + " 'softcore_electrostatics_alpha': 0.3,\n", + " 'softcore_sigma_Q': 1.0,\n", + " 'interpolate_old_and_new_14s': False,\n", + " 'flatten_torsions': False},\n", + " 'alchemical_sampler_settings': {'online_analysis_interval': None,\n", + " 'n_repeats': 3,\n", + " 'sampler_method': 'repex',\n", + " 'online_analysis_target_error': 0.1 ,\n", + " 'online_analysis_minimum_iterations': 500,\n", + " 'flatness_criteria': 'logZ-flatness',\n", + " 'gamma0': 1.0,\n", + " 'n_replicas': 11},\n", + " 'engine_settings': {'compute_platform': None},\n", + " 'integrator_settings': {'timestep': 4 ,\n", + " 'collision_rate': 1.0 ,\n", + " 'n_steps': 250 ,\n", + " 'reassign_velocities': False,\n", + " 'splitting': 'V R O R V',\n", + " 'n_restart_attempts': 20,\n", + " 'constraint_tolerance': 1e-06,\n", + " 'barostat_frequency': 25 },\n", + " 'simulation_settings': {'equilibration_length': 2.0 ,\n", + " 'production_length': 5.0 ,\n", + " 'forcefield_cache': None,\n", + " 'minimization_steps': 5000,\n", + " 'output_filename': 'simulation.nc',\n", + " 'output_indices': 'all',\n", + " 'checkpoint_interval': 250 ,\n", + " 'checkpoint_storage': 'checkpoint.nc'}}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "protocol_settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings()\n", + "protocol_settings.dict()" + ] + }, + { + "cell_type": "markdown", + "id": "d7898feb-419a-45cc-8837-53cd583d130b", + "metadata": {}, + "source": [ + "These can be edited, e.g. with:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "998ef869-7086-4c24-9c53-2d4e9553b6b9", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "protocol_settings.thermo_settings.temperature = 299 * unit.kelvin" + ] + }, + { + "cell_type": "markdown", + "id": "70e558b5-93e4-4c91-8ff0-bc5b99646a71", + "metadata": {}, + "source": [ + "We can now produce a parameterized `RelativeHybridTopologyProtocol` instance:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "bd1d0a0d-00c9-44a1-820c-186b4ee05334", + "metadata": {}, + "outputs": [], + "source": [ + "protocol = openmm_rfe.RelativeHybridTopologyProtocol(protocol_settings)" + ] + }, + { + "cell_type": "markdown", + "id": "57239762-43b9-4501-b3ad-9eebbcd64a20", + "metadata": {}, + "source": [ + "### Build the `Transformation`s" + ] + }, + { + "cell_type": "markdown", + "id": "8ccdec56-519e-4293-86c4-60b0255cfcad", + "metadata": {}, + "source": [ + "We can now construct the `Transformation`s we want represented in our network.\n", + "\n", + "We'll use the predefined connections from the `tyk2` system from above as the basis for our choices here, but you could use any network planner of your choice to generate connections and use those instead." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4a73c2d6", + "metadata": {}, + "outputs": [], + "source": [ + "from openfe.setup import LomapAtomMapper\n", + "\n", + "mapper = LomapAtomMapper(element_change=False)\n", + "\n", + "connections = [(\"lig_ejm_31\", \"lig_ejm_50\"),\n", + " (\"lig_ejm_46\", \"lig_jmc_23\"),\n", + " (\"lig_ejm_31\", \"lig_ejm_55\"),\n", + " (\"lig_ejm_31\", \"lig_ejm_48\"),\n", + " (\"lig_ejm_31\", \"lig_ejm_54\"),\n", + " (\"lig_ejm_31\", \"lig_ejm_47\"),\n", + " (\"lig_ejm_31\", \"lig_ejm_46\"),\n", + " (\"lig_ejm_46\", \"lig_jmc_27\"),\n", + " (\"lig_ejm_46\", \"lig_jmc_28\"),\n", + " (\"lig_ejm_42\", \"lig_ejm_43\"),\n", + " (\"lig_ejm_31\", \"lig_ejm_42\"),\n", + " (\"lig_ejm_45\", \"lig_ejm_55\"),]" + ] + }, + { + "cell_type": "markdown", + "id": "cfd3fe16-1666-4b78-8263-becff81dfef1", + "metadata": {}, + "source": [ + "Since we are planning to perform relative binding free energy (RBFE) calculations, we'll define both *complex* and *solvent* variants for each `Transformation`:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "f3379b4a", + "metadata": {}, + "outputs": [], + "source": [ + "complexed_transformations = []\n", + "solvated_transformations = []\n", + "\n", + "for (ligA_name, ligB_name) in connections:\n", + " ligA = complexed[ligA_name]['ligand']\n", + " ligB = complexed[ligB_name]['ligand']\n", + " \n", + " mapping = next(mapper.suggest_mappings(ligA, ligB))\n", + " \n", + " complexed_transformations.append(\n", + " openfe.Transformation(stateA=complexed[ligA_name], \n", + " stateB=complexed[ligB_name], \n", + " mapping={'ligand': mapping},\n", + " protocol=protocol) \n", + " )\n", + " solvated_transformations.append(\n", + " openfe.Transformation(stateA=solvated[ligA_name], \n", + " stateB=solvated[ligB_name], \n", + " mapping={'ligand': mapping},\n", + " protocol=protocol) \n", + " )" + ] + }, + { + "cell_type": "markdown", + "id": "36c79a08-d4aa-4388-a0af-be51906f7672", + "metadata": {}, + "source": [ + "## Create the `AlchemicalNetwork`" + ] + }, + { + "cell_type": "markdown", + "id": "6ebc1174-b348-4e44-97f7-444c44c8d6d0", + "metadata": {}, + "source": [ + "An `AlchemicalNetwork` is simply the combination of `ChemicalSystem`s (nodes) and `Transformation`s (directed edges) that we want to evaluate $\\Delta G$s for. This data structure functions as a declaration of what you want to compute.\n", + "\n", + "We'll finish here by creating an `AlchemicalNetwork` from the collection of objects we've built so far." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b45baada-efa4-46f7-a2cb-6e24a9309f1e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "network = AlchemicalNetwork(edges=(solvated_transformations + complexed_transformations), \n", + " nodes=(list(solvated.values()) + list(complexed.values())),\n", + " name=\"tyk2_relative_benchmark\")\n", + "network" + ] + }, + { + "cell_type": "markdown", + "id": "262c5908-640d-45dc-9ca4-6d912428b8ac", + "metadata": {}, + "source": [ + "That's it! We simply toss in all `Transformation`s (edges) and `ChemicalSystem`s (nodes) we want included in this `AlchemicalNetwork`, and optionally give it a name that means something to us (it need not be unique, but can be used to query for network(s) later)." + ] + }, + { + "cell_type": "markdown", + "id": "43849b09-5031-4eb0-989c-ceca2110f736", + "metadata": {}, + "source": [ + "We could have chosen here to leave the `nodes` argument off, since every `ChemicalSystem` we included was already represented among the `edges`, but we show it here for completeness. In this way, it's possible to include `ChemicalSystem`s in the network that aren't connected via any `Transformation`s to others, though in practice there isn't much utility in this." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/networks/data/tyk2_ligands.sdf b/networks/data/tyk2_ligands.sdf new file mode 100644 index 0000000..5dc45b7 --- /dev/null +++ b/networks/data/tyk2_ligands.sdf @@ -0,0 +1,1048 @@ +lig_ejm_31 + 3D + Schrodinger Suite 2021-1. + 32 33 0 0 1 0 999 V2000 + -4.7726 -2.8276 -16.4990 H 0 0 0 0 0 0 + -5.3616 -3.6890 -16.2224 C 0 0 0 0 0 0 + -4.7777 -4.9643 -16.1989 C 0 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-8.6246 -12.0098 -19.4382 C 0 0 0 0 0 0 + -7.5447 -11.4192 -19.4291 O 0 0 0 0 0 0 + -9.0144 -12.9414 -20.5374 C 0 0 2 0 0 0 + -7.9968 -13.8618 -21.2117 C 0 0 1 0 0 0 + -8.4999 -12.6404 -21.9316 C 0 0 0 0 0 0 + -7.8110 -11.8050 -22.0554 H 0 0 0 0 0 0 + -9.1848 -12.7929 -22.7629 H 0 0 0 0 0 0 + -8.4286 -14.8054 -21.5270 H 0 0 0 0 0 0 + -6.5243 -14.0038 -20.8986 C 0 0 0 0 0 0 + -6.0378 -13.0412 -20.7510 H 0 0 0 0 0 0 + -6.0098 -14.5270 -21.7113 H 0 0 0 0 0 0 + -6.4164 -14.5984 -19.9932 H 0 0 0 0 0 0 + -10.0347 -13.3181 -20.4861 H 0 0 0 0 0 0 + -11.0392 -11.0690 -14.3787 H 0 0 0 0 0 0 + -9.6406 -9.0508 -14.0279 H 0 0 0 0 0 0 + -4.7554 -7.5923 -15.8220 Cl 0 0 0 0 0 0 + -3.7300 -5.0400 -16.4263 H 0 0 0 0 0 0 + 1 2 1 0 0 0 + 2 7 1 0 0 0 + 2 3 2 0 0 0 + 3 4 1 0 0 0 + 3 39 1 0 0 0 + 4 5 2 0 0 0 + 4 38 1 0 0 0 + 5 6 1 0 0 0 + 5 10 1 0 0 0 + 6 7 2 0 0 0 + 6 9 1 0 0 0 + 7 8 1 0 0 0 + 10 11 2 0 0 0 + 10 12 1 0 0 0 + 12 13 1 0 0 0 + 12 14 1 0 0 0 + 14 19 1 0 0 0 + 14 15 2 0 0 0 + 15 16 1 0 0 0 + 15 37 1 0 0 0 + 16 17 2 0 0 0 + 16 36 1 0 0 0 + 17 18 1 0 0 0 + 18 19 2 0 0 0 + 18 21 1 0 0 0 + 19 20 1 0 0 0 + 21 22 1 0 0 0 + 21 23 1 0 0 0 + 23 24 2 0 0 0 + 23 25 1 0 0 0 + 25 27 1 0 0 0 + 25 26 1 0 0 0 + 25 35 1 0 0 0 + 26 27 1 0 0 0 + 26 30 1 0 0 0 + 26 31 1 0 0 0 + 27 28 1 0 0 0 + 27 29 1 0 0 0 + 31 32 1 0 0 0 + 31 33 1 0 0 0 + 31 34 1 0 0 0 +M END +$$$$ diff --git a/networks/data/tyk2_protein.pdb b/networks/data/tyk2_protein.pdb new file mode 100644 index 0000000..8b0ba04 --- /dev/null +++ b/networks/data/tyk2_protein.pdb @@ -0,0 +1,5265 @@ +HEADER TRANSFERASE/TRANSFERASE INHIBITOR 08-AUG-12 4GIH +TITLE TYK2 (JH1) IN COMPLEX WITH +TITLE 2 2,6-DICHLORO-N-{2-[(CYCLOPROPYLCARBONYL) +TITLE 3 AMINO]PYRIDIN-4-YL}BENZAMIDE +EXPDTA X-RAY DIFFRACTION +REMARK 2 RESOLUTION. 2.00 ANGSTROMS +REMARK 3 R VALUE : 0.188000 +REMARK 3 FREE R VALUE : 0.217000 +REMARK 4 4GIH COMPLIES WITH FORMAT V. 3.30, +REMARK 200 TEMPERATURE (KELVIN) : 173.00 +REMARK 200 PH : 6.50 +REMARK 350 BIOMOLECULE: 1 +REMARK 350 APPLY THE FOLLOWING TO CHAINS: A +REMARK 350 BIOMT1 1 1.000000 0.000000 0.000000 0.000000 +REMARK 350 BIOMT2 1 0.000000 1.000000 0.000000 0.000000 +REMARK 350 BIOMT3 1 0.000000 0.000000 1.000000 0.000000 +REMARK 888 +REMARK 888 WRITTEN BY MAESTRO (A PRODUCT OF SCHRODINGER, LLC) +SEQRES 1 A 290 ACE THR VAL PHE HIS LYS ARG TYR LEU LYS LYS ILE ARG +SEQRES 2 A 290 ASP LEU GLY GLU GLY HIS PHE GLY LYS VAL SER LEU TYR +SEQRES 3 A 290 CYS TYR ASP PRO THR ASN ASP GLY THR GLY GLU MET VAL +SEQRES 4 A 290 ALA VAL LYS ALA LEU LYS ALA ASP ALA GLY PRO GLN HIS +SEQRES 5 A 290 ARG SER GLY TRP LYS GLN GLU ILE ASP ILE LEU ARG THR +SEQRES 6 A 290 LEU TYR HIS GLU HIS ILE ILE LYS TYR LYS GLY CYS CYS +SEQRES 7 A 290 GLU ASP ALA GLY ALA ALA SER LEU GLN LEU VAL MET GLU +SEQRES 8 A 290 TYR VAL PRO LEU GLY SER LEU ARG ASP TYR LEU PRO ARG +SEQRES 9 A 290 HIS SER ILE GLY LEU ALA GLN LEU LEU LEU PHE ALA GLN +SEQRES 10 A 290 GLN ILE CYS GLU GLY MET ALA TYR LEU HIS ALA GLN HIS +SEQRES 11 A 290 TYR ILE HIS ARG ASN LEU ALA ALA ARG ASN VAL LEU LEU +SEQRES 12 A 290 ASP ASN ASP ARG LEU VAL LYS ILE GLY ASP PHE GLY LEU +SEQRES 13 A 290 ALA LYS ALA VAL PRO GLU GLY HIS GLU TYR TYR ARG VAL +SEQRES 14 A 290 ARG GLU ASP GLY ASP SER PRO VAL PHE TRP TYR ALA PRO +SEQRES 15 A 290 GLU CYS LEU LYS GLU TYR LYS PHE TYR TYR ALA SER ASP +SEQRES 16 A 290 VAL TRP SER PHE GLY VAL THR LEU TYR GLU LEU LEU THR +SEQRES 17 A 290 HIS CYS ASP SER SER GLN SER PRO PRO THR LYS PHE LEU +SEQRES 18 A 290 GLU LEU ILE GLY ILE ALA GLN GLY GLN MET THR VAL LEU +SEQRES 19 A 290 ARG LEU THR GLU LEU LEU GLU ARG GLY GLU ARG LEU PRO +SEQRES 20 A 290 ARG PRO ASP LYS CYS PRO ALA GLU VAL TYR HIS LEU MET +SEQRES 21 A 290 LYS ASN CYS TRP GLU THR GLU ALA SER PHE ARG PRO THR +SEQRES 22 A 290 PHE GLU ASN LEU ILE PRO ILE LEU LYS THR VAL HIS GLU +SEQRES 23 A 290 LYS TYR ARG NME +FORMUL 2 HOH *46(H2 0) +HELIX 1 1 HIS A 940 HIS A 940 1 +HELIX 2 2 ARG A 941 ARG A 941 1 +HELIX 3 3 SER A 942 SER A 942 1 +HELIX 4 4 GLY A 943 GLY A 943 1 +HELIX 5 5 TRP A 944 TRP A 944 1 +HELIX 6 6 LYS A 945 LYS A 945 1 +HELIX 7 7 GLN A 946 GLN A 946 1 +HELIX 8 8 GLU A 947 GLU A 947 1 +HELIX 9 9 ILE A 948 ILE A 948 1 +HELIX 10 10 ASP A 949 ASP A 949 1 +HELIX 11 11 ILE A 950 ILE A 950 1 +HELIX 12 12 LEU A 951 LEU A 951 1 +HELIX 13 13 ARG A 952 ARG A 952 1 +HELIX 14 14 THR A 953 THR A 953 1 +HELIX 15 15 LEU A 986 LEU A 986 1 +HELIX 16 16 ARG A 987 ARG A 987 1 +HELIX 17 17 ASP A 988 ASP A 988 1 +HELIX 18 18 TYR A 989 TYR A 989 1 +HELIX 19 19 LEU A 997 LEU A 997 1 +HELIX 20 20 ALA A 998 ALA A 998 1 +HELIX 21 21 GLN A 999 GLN A 999 1 +HELIX 22 22 LEU A 1000 LEU A 1000 1 +HELIX 23 23 LEU A 1001 LEU A 1001 1 +HELIX 24 24 LEU A 1002 LEU A 1002 1 +HELIX 25 25 PHE A 1003 PHE A 1003 1 +HELIX 26 26 ALA A 1004 ALA A 1004 1 +HELIX 27 27 GLN A 1005 GLN A 1005 1 +HELIX 28 28 GLN A 1006 GLN A 1006 1 +HELIX 29 29 ILE A 1007 ILE A 1007 1 +HELIX 30 30 CYS A 1008 CYS A 1008 1 +HELIX 31 31 GLU A 1009 GLU A 1009 1 +HELIX 32 32 GLY A 1010 GLY A 1010 1 +HELIX 33 33 MET A 1011 MET A 1011 1 +HELIX 34 34 ALA A 1012 ALA A 1012 1 +HELIX 35 35 TYR A 1013 TYR A 1013 1 +HELIX 36 36 LEU A 1014 LEU A 1014 1 +HELIX 37 37 HIS A 1015 HIS A 1015 1 +HELIX 38 38 ALA A 1016 ALA A 1016 1 +HELIX 39 39 TYR A 1080 TYR A 1080 1 +HELIX 40 40 ALA A 1081 ALA A 1081 1 +HELIX 41 41 SER A 1082 SER A 1082 1 +HELIX 42 42 ASP A 1083 ASP A 1083 1 +HELIX 43 43 VAL A 1084 VAL A 1084 1 +HELIX 44 44 TRP A 1085 TRP A 1085 1 +HELIX 45 45 SER A 1086 SER A 1086 1 +HELIX 46 46 PHE A 1087 PHE A 1087 1 +HELIX 47 47 GLY A 1088 GLY A 1088 1 +HELIX 48 48 VAL A 1089 VAL A 1089 1 +HELIX 49 49 THR A 1090 THR A 1090 1 +HELIX 50 50 LEU A 1091 LEU A 1091 1 +HELIX 51 51 TYR A 1092 TYR A 1092 1 +HELIX 52 52 GLU A 1093 GLU A 1093 1 +HELIX 53 53 LEU A 1094 LEU A 1094 1 +HELIX 54 54 LEU A 1095 LEU A 1095 1 +HELIX 55 55 LYS A 1107 LYS A 1107 1 +HELIX 56 56 PHE A 1108 PHE A 1108 1 +HELIX 57 57 LEU A 1109 LEU A 1109 1 +HELIX 58 58 GLU A 1110 GLU A 1110 1 +HELIX 59 59 LEU A 1111 LEU A 1111 1 +HELIX 60 60 ILE A 1112 ILE A 1112 1 +HELIX 61 61 THR A 1120 THR A 1120 1 +HELIX 62 62 VAL A 1121 VAL A 1121 1 +HELIX 63 63 LEU A 1122 LEU A 1122 1 +HELIX 64 64 ARG A 1123 ARG A 1123 1 +HELIX 65 65 LEU A 1124 LEU A 1124 1 +HELIX 66 66 THR A 1125 THR A 1125 1 +HELIX 67 67 GLU A 1126 GLU A 1126 1 +HELIX 68 68 LEU A 1127 LEU A 1127 1 +HELIX 69 69 LEU A 1128 LEU A 1128 1 +HELIX 70 70 GLU A 1129 GLU A 1129 1 +HELIX 71 71 GLU A 1143 GLU A 1143 1 +HELIX 72 72 VAL A 1144 VAL A 1144 1 +HELIX 73 73 TYR A 1145 TYR A 1145 1 +HELIX 74 74 HIS A 1146 HIS A 1146 1 +HELIX 75 75 LEU A 1147 LEU A 1147 1 +HELIX 76 76 MET A 1148 MET A 1148 1 +HELIX 77 77 LYS A 1149 LYS A 1149 1 +HELIX 78 78 ASN A 1150 ASN A 1150 1 +HELIX 79 79 CYS A 1151 CYS A 1151 1 +HELIX 80 80 PHE A 1162 PHE A 1162 1 +HELIX 81 81 GLU A 1163 GLU A 1163 1 +HELIX 82 82 ASN A 1164 ASN A 1164 1 +HELIX 83 83 LEU A 1165 LEU A 1165 1 +HELIX 84 84 ILE A 1166 ILE A 1166 1 +HELIX 85 85 PRO A 1167 PRO A 1167 1 +HELIX 86 86 ILE A 1168 ILE A 1168 1 +HELIX 87 87 LEU A 1169 LEU A 1169 1 +HELIX 88 88 LYS A 1170 LYS A 1170 1 +HELIX 89 89 THR A 1171 THR A 1171 1 +HELIX 90 90 VAL A 1172 VAL A 1172 1 +HELIX 91 91 HIS A 1173 HIS A 1173 1 +HELIX 92 92 GLU A 1174 GLU A 1174 1 +HELIX 93 93 LYS A 1175 LYS A 1175 1 +HELIX 94 94 TYR A 1176 TYR A 1176 1 +TURN 1 1 THR A 890 THR A 890 +TURN 2 2 VAL A 891 VAL A 891 +TURN 3 3 HIS A 893 HIS A 893 +TURN 4 4 LYS A 894 LYS A 894 +TURN 5 5 ARG A 895 ARG A 895 +TURN 6 6 TYR A 896 TYR A 896 +TURN 7 7 GLY A 906 GLY A 906 +TURN 8 8 HIS A 907 HIS A 907 +TURN 9 9 PHE A 908 PHE A 908 +TURN 10 10 GLY A 909 GLY A 909 +TURN 11 11 ASP A 917 ASP A 917 +TURN 12 12 PRO A 918 PRO A 918 +TURN 13 13 THR A 919 THR A 919 +TURN 14 14 ASN A 920 ASN A 920 +TURN 15 15 ASP A 921 ASP A 921 +TURN 16 16 GLY A 922 GLY A 922 +TURN 17 17 THR A 923 THR A 923 +TURN 18 18 GLY A 924 GLY A 924 +TURN 19 19 ALA A 931 ALA A 931 +TURN 20 20 LEU A 932 LEU A 932 +TURN 21 21 LYS A 933 LYS A 933 +TURN 22 22 ALA A 934 ALA A 934 +TURN 23 23 ASP A 935 ASP A 935 +TURN 24 24 ALA A 936 ALA A 936 +TURN 25 25 GLY A 937 GLY A 937 +TURN 26 26 PRO A 938 PRO A 938 +TURN 27 27 GLN A 939 GLN A 939 +TURN 28 28 LEU A 954 LEU A 954 +TURN 29 29 TYR A 955 TYR A 955 +TURN 30 30 HIS A 956 HIS A 956 +TURN 31 31 GLU A 957 GLU A 957 +TURN 32 32 HIS A 958 HIS A 958 +TURN 33 33 ILE A 959 ILE A 959 +TURN 34 34 ILE A 960 ILE A 960 +TURN 35 35 LYS A 961 LYS A 961 +TURN 36 36 ALA A 969 ALA A 969 +TURN 37 37 GLY A 970 GLY A 970 +TURN 38 38 ALA A 971 ALA A 971 +TURN 39 39 ALA A 972 ALA A 972 +TURN 40 40 TYR A 980 TYR A 980 +TURN 41 41 VAL A 981 VAL A 981 +TURN 42 42 PRO A 982 PRO A 982 +TURN 43 43 LEU A 983 LEU A 983 +TURN 44 44 LEU A 990 LEU A 990 +TURN 45 45 PRO A 991 PRO A 991 +TURN 46 46 ARG A 992 ARG A 992 +TURN 47 47 HIS A 993 HIS A 993 +TURN 48 48 SER A 994 SER A 994 +TURN 49 49 ILE A 995 ILE A 995 +TURN 50 50 GLY A 996 GLY A 996 +TURN 51 51 GLN A1017 GLN A1017 +TURN 52 52 HIS A1018 HIS A1018 +TURN 53 53 HIS A1021 HIS A1021 +TURN 54 54 ARG A1022 ARG A1022 +TURN 55 55 ASN A1023 ASN A1023 +TURN 56 56 LEU A1024 LEU A1024 +TURN 57 57 ALA A1025 ALA A1025 +TURN 58 58 ALA A1026 ALA A1026 +TURN 59 59 ARG A1027 ARG A1027 +TURN 60 60 ASN A1028 ASN A1028 +TURN 61 61 ASP A1034 ASP A1034 +TURN 62 62 ARG A1035 ARG A1035 +TURN 63 63 GLY A1040 GLY A1040 +TURN 64 64 ASP A1041 ASP A1041 +TURN 65 65 PHE A1042 PHE A1042 +TURN 66 66 GLY A1043 GLY A1043 +TURN 67 67 LEU A1044 LEU A1044 +TURN 68 68 ALA A1045 ALA A1045 +TURN 69 69 VAL A1048 VAL A1048 +TURN 70 70 PRO A1049 PRO A1049 +TURN 71 71 GLU A1050 GLU A1050 +TURN 72 72 GLY A1051 GLY A1051 +TURN 73 73 HIS A1052 HIS A1052 +TURN 74 74 GLU A1053 GLU A1053 +TURN 75 75 VAL A1057 VAL A1057 +TURN 76 76 ARG A1058 ARG A1058 +TURN 77 77 GLU A1059 GLU A1059 +TURN 78 78 ASP A1060 ASP A1060 +TURN 79 79 GLY A1061 GLY A1061 +TURN 80 80 ASP A1062 ASP A1062 +TURN 81 81 SER A1063 SER A1063 +TURN 82 82 PRO A1064 PRO A1064 +TURN 83 83 VAL A1065 VAL A1065 +TURN 84 84 PHE A1066 PHE A1066 +TURN 85 85 TRP A1067 TRP A1067 +TURN 86 86 TYR A1068 TYR A1068 +TURN 87 87 ALA A1069 ALA A1069 +TURN 88 88 PRO A1070 PRO A1070 +TURN 89 89 GLU A1071 GLU A1071 +TURN 90 90 CYS A1072 CYS A1072 +TURN 91 91 LEU A1073 LEU A1073 +TURN 92 92 LYS A1074 LYS A1074 +TURN 93 93 GLU A1075 GLU A1075 +TURN 94 94 TYR A1076 TYR A1076 +TURN 95 95 THR A1096 THR A1096 +TURN 96 96 HIS A1097 HIS A1097 +TURN 97 97 CYS A1098 CYS A1098 +TURN 98 98 ASP A1099 ASP A1099 +TURN 99 99 SER A1100 SER A1100 +TURN 100 100 SER A1101 SER A1101 +TURN 101 101 GLN A1102 GLN A1102 +TURN 102 102 SER A1103 SER A1103 +TURN 103 103 PRO A1104 PRO A1104 +TURN 104 104 PRO A1105 PRO A1105 +TURN 105 105 THR A1106 THR A1106 +TURN 106 106 GLY A1113 GLY A1113 +TURN 107 107 ILE A1114 ILE A1114 +TURN 108 108 ALA A1115 ALA A1115 +TURN 109 109 GLN A1116 GLN A1116 +TURN 110 110 GLY A1117 GLY A1117 +TURN 111 111 GLN A1118 GLN A1118 +TURN 112 112 MET A1119 MET A1119 +TURN 113 113 ARG A1130 ARG A1130 +TURN 114 114 GLY A1131 GLY A1131 +TURN 115 115 GLU A1132 GLU A1132 +TURN 116 116 ARG A1133 ARG A1133 +TURN 117 117 LEU A1134 LEU A1134 +TURN 118 118 PRO A1135 PRO A1135 +TURN 119 119 ARG A1136 ARG A1136 +TURN 120 120 PRO A1137 PRO A1137 +TURN 121 121 ASP A1138 ASP A1138 +TURN 122 122 LYS A1139 LYS A1139 +TURN 123 123 CYS A1140 CYS A1140 +TURN 124 124 PRO A1141 PRO A1141 +TURN 125 125 ALA A1142 ALA A1142 +TURN 126 126 TRP A1152 TRP A1152 +TURN 127 127 GLU A1153 GLU A1153 +TURN 128 128 THR A1154 THR A1154 +TURN 129 129 GLU A1155 GLU A1155 +TURN 130 130 ALA A1156 ALA A1156 +TURN 131 131 SER A1157 SER A1157 +TURN 132 132 PHE A1158 PHE A1158 +TURN 133 133 ARG A1159 ARG A1159 +TURN 134 134 PRO A1160 PRO A1160 +TURN 135 135 THR A1161 THR A1161 +TURN 136 136 ARG A1177 ARG A1177 +SHEET 1 1 1 PHE A 892 PHE A 892 0 +SHEET 1 2 1 LEU A 897 LEU A 897 0 +SHEET 1 3 1 LYS A 898 LYS A 898 0 +SHEET 1 4 1 LYS A 899 LYS A 899 0 +SHEET 1 5 1 ILE A 900 ILE A 900 0 +SHEET 1 6 1 ARG A 901 ARG A 901 0 +SHEET 1 7 1 ASP A 902 ASP A 902 0 +SHEET 1 8 1 LEU A 903 LEU A 903 0 +SHEET 1 9 1 GLY A 904 GLY A 904 0 +SHEET 1 10 1 GLU A 905 GLU A 905 0 +SHEET 1 11 1 LYS A 910 LYS A 910 0 +SHEET 1 12 1 VAL A 911 VAL A 911 0 +SHEET 1 13 1 SER A 912 SER A 912 0 +SHEET 1 14 1 LEU A 913 LEU A 913 0 +SHEET 1 15 1 TYR A 914 TYR A 914 0 +SHEET 1 16 1 CYS A 915 CYS A 915 0 +SHEET 1 17 1 TYR A 916 TYR A 916 0 +SHEET 1 18 1 GLU A 925 GLU A 925 0 +SHEET 1 19 1 MET A 926 MET A 926 0 +SHEET 1 20 1 VAL A 927 VAL A 927 0 +SHEET 1 21 1 ALA A 928 ALA A 928 0 +SHEET 1 22 1 VAL A 929 VAL A 929 0 +SHEET 1 23 1 LYS A 930 LYS A 930 0 +SHEET 1 24 1 TYR A 962 TYR A 962 0 +SHEET 1 25 1 LYS A 963 LYS A 963 0 +SHEET 1 26 1 GLY A 964 GLY A 964 0 +SHEET 1 27 1 CYS A 965 CYS A 965 0 +SHEET 1 28 1 CYS A 966 CYS A 966 0 +SHEET 1 29 1 GLU A 967 GLU A 967 0 +SHEET 1 30 1 ASP A 968 ASP A 968 0 +SHEET 1 31 1 SER A 973 SER A 973 0 +SHEET 1 32 1 LEU A 974 LEU A 974 0 +SHEET 1 33 1 GLN A 975 GLN A 975 0 +SHEET 1 34 1 LEU A 976 LEU A 976 0 +SHEET 1 35 1 VAL A 977 VAL A 977 0 +SHEET 1 36 1 MET A 978 MET A 978 0 +SHEET 1 37 1 GLU A 979 GLU A 979 0 +SHEET 1 38 1 GLY A 984 GLY A 984 0 +SHEET 1 39 1 SER A 985 SER A 985 0 +SHEET 1 40 1 TYR A1019 TYR A1019 0 +SHEET 1 41 1 ILE A1020 ILE A1020 0 +SHEET 1 42 1 VAL A1029 VAL A1029 0 +SHEET 1 43 1 LEU A1030 LEU A1030 0 +SHEET 1 44 1 LEU A1031 LEU A1031 0 +SHEET 1 45 1 ASP A1032 ASP A1032 0 +SHEET 1 46 1 ASN A1033 ASN A1033 0 +SHEET 1 47 1 LEU A1036 LEU A1036 0 +SHEET 1 48 1 VAL A1037 VAL A1037 0 +SHEET 1 49 1 LYS A1038 LYS A1038 0 +SHEET 1 50 1 ILE A1039 ILE A1039 0 +SHEET 1 51 1 LYS A1046 LYS A1046 0 +SHEET 1 52 1 ALA A1047 ALA A1047 0 +SHEET 1 53 1 TYR A1054 TYR A1054 0 +SHEET 1 54 1 TYR A1055 TYR A1055 0 +SHEET 1 55 1 ARG A1056 ARG A1056 0 +SHEET 1 56 1 LYS A1077 LYS A1077 0 +SHEET 1 57 1 PHE A1078 PHE A1078 0 +SHEET 1 58 1 TYR A1079 TYR A1079 0 +CRYST1 36.165 74.378 105.855 90.00 90.00 90.00 P 21 21 21 4 +HETATM 1 CH3 ACE A 889 -15.732 -12.864 4.220 1.00 0.00 C +HETATM 2 C ACE A 889 -15.275 -14.196 3.637 1.00 0.00 C +HETATM 3 O ACE A 889 -14.652 -14.991 4.340 1.00 0.00 O +HETATM 4 H1 ACE A 889 -16.002 -12.982 5.270 1.00 0.00 H +HETATM 5 H2 ACE A 889 -14.929 -12.130 4.152 1.00 0.00 H +HETATM 6 H3 ACE A 889 -16.601 -12.476 3.688 1.00 0.00 H +ATOM 7 N THR A 890 -15.598 -14.429 2.353 1.00 62.43 N +ATOM 8 CA THR A 890 -15.253 -15.636 1.596 1.00 60.76 C +ATOM 9 C THR A 890 -13.728 -15.808 1.437 1.00 61.63 C +ATOM 10 O THR A 890 -13.057 -14.865 1.010 1.00 59.62 O +ATOM 11 CB THR A 890 -15.878 -15.600 0.175 1.00 68.55 C +ATOM 12 OG1 THR A 890 -17.275 -15.404 0.279 1.00 68.98 O +ATOM 13 CG2 THR A 890 -15.641 -16.864 -0.673 1.00 67.10 C +ATOM 14 H THR A 890 -16.131 -13.741 1.843 1.00 62.43 H +ATOM 15 HA THR A 890 -15.657 -16.495 2.138 1.00 60.76 H +ATOM 16 HB THR A 890 -15.486 -14.740 -0.370 1.00 68.55 H +ATOM 17 HG1 THR A 890 -17.660 -15.485 -0.597 1.00 68.98 H +ATOM 18 HG21 THR A 890 -16.174 -16.811 -1.622 1.00 67.10 H +ATOM 19 HG22 THR A 890 -14.586 -17.003 -0.909 1.00 67.10 H +ATOM 20 HG23 THR A 890 -15.983 -17.757 -0.151 1.00 67.10 H +ATOM 21 N VAL A 891 -13.227 -17.004 1.789 1.00 57.37 N +ATOM 22 CA VAL A 891 -11.803 -17.336 1.789 1.00 55.39 C +ATOM 23 C VAL A 891 -11.483 -18.439 0.760 1.00 56.21 C +ATOM 24 O VAL A 891 -12.250 -19.389 0.602 1.00 57.24 O +ATOM 25 CB VAL A 891 -11.320 -17.758 3.209 1.00 60.85 C +ATOM 26 CG1 VAL A 891 -11.950 -19.060 3.745 1.00 62.96 C +ATOM 27 CG2 VAL A 891 -9.784 -17.834 3.316 1.00 59.88 C +ATOM 28 H VAL A 891 -13.847 -17.732 2.112 1.00 57.37 H +ATOM 29 HA VAL A 891 -11.234 -16.448 1.521 1.00 55.39 H +ATOM 30 HB VAL A 891 -11.634 -16.961 3.885 1.00 60.85 H +ATOM 31 HG11 VAL A 891 -11.669 -19.225 4.785 1.00 62.96 H +ATOM 32 HG12 VAL A 891 -13.039 -19.021 3.707 1.00 62.96 H +ATOM 33 HG13 VAL A 891 -11.625 -19.935 3.183 1.00 62.96 H +ATOM 34 HG21 VAL A 891 -9.472 -17.993 4.349 1.00 59.88 H +ATOM 35 HG22 VAL A 891 -9.371 -18.651 2.725 1.00 59.88 H +ATOM 36 HG23 VAL A 891 -9.317 -16.908 2.976 1.00 59.88 H +ATOM 37 N PHE A 892 -10.332 -18.268 0.093 1.00 49.19 N +ATOM 38 CA PHE A 892 -9.736 -19.179 -0.880 1.00 47.07 C +ATOM 39 C PHE A 892 -8.379 -19.653 -0.337 1.00 52.74 C +ATOM 40 O PHE A 892 -7.608 -18.826 0.150 1.00 53.11 O +ATOM 41 CB PHE A 892 -9.546 -18.424 -2.216 1.00 45.10 C +ATOM 42 CG PHE A 892 -10.806 -18.200 -3.035 1.00 44.18 C +ATOM 43 CD1 PHE A 892 -11.099 -19.048 -4.122 1.00 44.87 C +ATOM 44 CD2 PHE A 892 -11.756 -17.229 -2.654 1.00 45.07 C +ATOM 45 CE1 PHE A 892 -12.289 -18.908 -4.823 1.00 45.27 C +ATOM 46 CE2 PHE A 892 -12.944 -17.110 -3.362 1.00 46.87 C +ATOM 47 CZ PHE A 892 -13.211 -17.944 -4.440 1.00 44.38 C +ATOM 48 H PHE A 892 -9.787 -17.438 0.287 1.00 49.19 H +ATOM 49 HA PHE A 892 -10.371 -20.052 -1.044 1.00 47.07 H +ATOM 50 HB3 PHE A 892 -8.819 -18.942 -2.845 1.00 45.10 H +ATOM 51 HB2 PHE A 892 -9.116 -17.444 -2.011 1.00 45.10 H +ATOM 52 HD1 PHE A 892 -10.391 -19.801 -4.420 1.00 44.87 H +ATOM 53 HD2 PHE A 892 -11.569 -16.581 -1.809 1.00 45.07 H +ATOM 54 HE1 PHE A 892 -12.501 -19.556 -5.660 1.00 45.27 H +ATOM 55 HE2 PHE A 892 -13.672 -16.374 -3.064 1.00 46.87 H +ATOM 56 HZ PHE A 892 -14.142 -17.847 -4.977 1.00 44.38 H +ATOM 57 N HIS A 893 -8.096 -20.961 -0.436 1.00 50.80 N +ATOM 58 CA HIS A 893 -6.829 -21.549 0.015 1.00 51.86 C +ATOM 59 C HIS A 893 -5.854 -21.664 -1.167 1.00 53.50 C +ATOM 60 O HIS A 893 -6.229 -22.208 -2.207 1.00 52.26 O +ATOM 61 CB HIS A 893 -7.080 -22.921 0.672 1.00 55.68 C +ATOM 62 CG HIS A 893 -8.193 -22.954 1.691 1.00 61.81 C +ATOM 63 ND1 HIS A 893 -9.452 -23.496 1.413 1.00 65.50 N +ATOM 64 CD2 HIS A 893 -8.184 -22.495 2.993 1.00 65.19 C +ATOM 65 CE1 HIS A 893 -10.148 -23.333 2.531 1.00 67.02 C +ATOM 66 NE2 HIS A 893 -9.446 -22.747 3.501 1.00 67.16 N +ATOM 67 H HIS A 893 -8.769 -21.596 -0.844 1.00 50.80 H +ATOM 68 HA HIS A 893 -6.383 -20.908 0.779 1.00 51.86 H +ATOM 69 HB3 HIS A 893 -6.171 -23.242 1.179 1.00 55.68 H +ATOM 70 HB2 HIS A 893 -7.292 -23.675 -0.087 1.00 55.68 H +ATOM 71 HD2 HIS A 893 -7.410 -22.016 3.574 1.00 65.19 H +ATOM 72 HE1 HIS A 893 -11.176 -23.645 2.643 1.00 67.02 H +ATOM 73 HE2 HIS A 893 -9.776 -22.523 4.430 1.00 67.16 H +ATOM 74 N LYS A 894 -4.615 -21.166 -0.990 1.00 50.22 N +ATOM 75 CA LYS A 894 -3.603 -21.102 -2.055 1.00 49.02 C +ATOM 76 C LYS A 894 -3.093 -22.481 -2.531 1.00 53.09 C +ATOM 77 O LYS A 894 -2.649 -22.591 -3.672 1.00 51.68 O +ATOM 78 CB LYS A 894 -2.443 -20.167 -1.638 1.00 52.12 C +ATOM 79 CG LYS A 894 -1.600 -19.701 -2.841 1.00 67.25 C +ATOM 80 CD LYS A 894 -0.571 -18.609 -2.518 1.00 79.06 C +ATOM 81 CE LYS A 894 0.105 -18.102 -3.806 1.00 86.18 C +ATOM 82 NZ LYS A 894 1.179 -17.132 -3.537 1.00 95.28 N1+ +ATOM 83 H LYS A 894 -4.367 -20.734 -0.111 1.00 50.22 H +ATOM 84 HA LYS A 894 -4.096 -20.649 -2.916 1.00 49.02 H +ATOM 85 HB3 LYS A 894 -1.815 -20.639 -0.881 1.00 52.12 H +ATOM 86 HB2 LYS A 894 -2.857 -19.278 -1.165 1.00 52.12 H +ATOM 87 HG3 LYS A 894 -2.267 -19.334 -3.621 1.00 67.25 H +ATOM 88 HG2 LYS A 894 -1.071 -20.551 -3.272 1.00 67.25 H +ATOM 89 HD3 LYS A 894 0.177 -19.010 -1.831 1.00 79.06 H +ATOM 90 HD2 LYS A 894 -1.058 -17.783 -1.996 1.00 79.06 H +ATOM 91 HE3 LYS A 894 -0.633 -17.631 -4.457 1.00 86.18 H +ATOM 92 HE2 LYS A 894 0.534 -18.936 -4.361 1.00 86.18 H +ATOM 93 HZ1 LYS A 894 1.906 -17.573 -2.992 1.00 95.28 H +ATOM 94 HZ2 LYS A 894 1.567 -16.796 -4.406 1.00 95.28 H +ATOM 95 HZ3 LYS A 894 0.818 -16.346 -3.009 1.00 95.28 H +ATOM 96 N ARG A 895 -3.219 -23.513 -1.678 1.00 51.74 N +ATOM 97 CA ARG A 895 -2.936 -24.922 -1.981 1.00 52.94 C +ATOM 98 C ARG A 895 -3.820 -25.522 -3.099 1.00 55.31 C +ATOM 99 O ARG A 895 -3.417 -26.518 -3.700 1.00 55.61 O +ATOM 100 CB ARG A 895 -3.055 -25.742 -0.675 1.00 57.62 C +ATOM 101 CG ARG A 895 -4.449 -25.700 -0.018 1.00 70.70 C +ATOM 102 CD ARG A 895 -4.551 -26.532 1.269 1.00 85.20 C +ATOM 103 NE ARG A 895 -5.826 -26.282 1.965 1.00 97.62 N +ATOM 104 CZ ARG A 895 -6.474 -27.088 2.829 1.00116.87 C +ATOM 105 NH1 ARG A 895 -6.007 -28.297 3.178 1.00109.22 N +ATOM 106 NH2 ARG A 895 -7.629 -26.662 3.356 1.00103.80 N1+ +ATOM 107 H ARG A 895 -3.593 -23.332 -0.758 1.00 51.74 H +ATOM 108 HA ARG A 895 -1.902 -24.980 -2.325 1.00 52.94 H +ATOM 109 HB3 ARG A 895 -2.322 -25.366 0.041 1.00 57.62 H +ATOM 110 HB2 ARG A 895 -2.772 -26.779 -0.866 1.00 57.62 H +ATOM 111 HG3 ARG A 895 -5.142 -26.145 -0.732 1.00 70.70 H +ATOM 112 HG2 ARG A 895 -4.799 -24.681 0.135 1.00 70.70 H +ATOM 113 HD3 ARG A 895 -3.681 -26.417 1.916 1.00 85.20 H +ATOM 114 HD2 ARG A 895 -4.581 -27.578 0.965 1.00 85.20 H +ATOM 115 HE ARG A 895 -6.255 -25.393 1.754 1.00 97.62 H +ATOM 116 HH12 ARG A 895 -6.515 -28.879 3.827 1.00109.22 H +ATOM 117 HH11 ARG A 895 -5.149 -28.646 2.769 1.00109.22 H +ATOM 118 HH22 ARG A 895 -8.146 -27.249 3.995 1.00103.80 H +ATOM 119 HH21 ARG A 895 -8.011 -25.764 3.096 1.00103.80 H +ATOM 120 N TYR A 896 -4.993 -24.917 -3.353 1.00 49.98 N +ATOM 121 CA TYR A 896 -5.948 -25.341 -4.378 1.00 49.28 C +ATOM 122 C TYR A 896 -5.900 -24.464 -5.642 1.00 50.16 C +ATOM 123 O TYR A 896 -6.491 -24.862 -6.644 1.00 48.17 O +ATOM 124 CB TYR A 896 -7.364 -25.348 -3.770 1.00 51.36 C +ATOM 125 CG TYR A 896 -7.587 -26.246 -2.560 1.00 55.87 C +ATOM 126 CD1 TYR A 896 -6.988 -27.524 -2.475 1.00 59.63 C +ATOM 127 CD2 TYR A 896 -8.449 -25.818 -1.529 1.00 57.59 C +ATOM 128 CE1 TYR A 896 -7.261 -28.365 -1.380 1.00 63.33 C +ATOM 129 CE2 TYR A 896 -8.717 -26.657 -0.430 1.00 61.39 C +ATOM 130 CZ TYR A 896 -8.130 -27.935 -0.360 1.00 71.07 C +ATOM 131 OH TYR A 896 -8.409 -28.757 0.692 1.00 74.22 O +ATOM 132 H TYR A 896 -5.258 -24.104 -2.814 1.00 49.98 H +ATOM 133 HA TYR A 896 -5.716 -26.351 -4.712 1.00 49.28 H +ATOM 134 HB3 TYR A 896 -8.095 -25.639 -4.525 1.00 51.36 H +ATOM 135 HB2 TYR A 896 -7.618 -24.330 -3.482 1.00 51.36 H +ATOM 136 HD1 TYR A 896 -6.338 -27.885 -3.257 1.00 59.63 H +ATOM 137 HD2 TYR A 896 -8.922 -24.848 -1.582 1.00 57.59 H +ATOM 138 HE1 TYR A 896 -6.810 -29.346 -1.334 1.00 63.33 H +ATOM 139 HE2 TYR A 896 -9.385 -26.322 0.350 1.00 61.39 H +ATOM 140 HH TYR A 896 -7.997 -29.621 0.612 1.00 74.22 H +ATOM 141 N LEU A 897 -5.197 -23.318 -5.597 1.00 46.72 N +ATOM 142 CA LEU A 897 -5.001 -22.416 -6.732 1.00 44.74 C +ATOM 143 C LEU A 897 -3.851 -22.919 -7.625 1.00 48.16 C +ATOM 144 O LEU A 897 -2.685 -22.753 -7.264 1.00 48.59 O +ATOM 145 CB LEU A 897 -4.714 -20.987 -6.202 1.00 44.20 C +ATOM 146 CG LEU A 897 -5.924 -20.222 -5.622 1.00 48.88 C +ATOM 147 CD1 LEU A 897 -5.488 -18.979 -4.825 1.00 51.85 C +ATOM 148 CD2 LEU A 897 -6.961 -19.837 -6.697 1.00 47.58 C +ATOM 149 H LEU A 897 -4.710 -23.068 -4.748 1.00 46.72 H +ATOM 150 HA LEU A 897 -5.907 -22.403 -7.338 1.00 44.74 H +ATOM 151 HB3 LEU A 897 -4.297 -20.372 -6.995 1.00 44.20 H +ATOM 152 HB2 LEU A 897 -3.930 -21.049 -5.447 1.00 44.20 H +ATOM 153 HG LEU A 897 -6.405 -20.889 -4.908 1.00 48.88 H +ATOM 154 HD11 LEU A 897 -5.824 -19.067 -3.792 1.00 51.85 H +ATOM 155 HD12 LEU A 897 -4.406 -18.850 -4.810 1.00 51.85 H +ATOM 156 HD13 LEU A 897 -5.915 -18.056 -5.220 1.00 51.85 H +ATOM 157 HD21 LEU A 897 -7.934 -19.654 -6.242 1.00 47.58 H +ATOM 158 HD22 LEU A 897 -6.673 -18.927 -7.224 1.00 47.58 H +ATOM 159 HD23 LEU A 897 -7.099 -20.607 -7.454 1.00 47.58 H +ATOM 160 N LYS A 898 -4.206 -23.500 -8.784 1.00 44.15 N +ATOM 161 CA LYS A 898 -3.275 -23.916 -9.836 1.00 44.11 C +ATOM 162 C LYS A 898 -3.159 -22.787 -10.871 1.00 46.50 C +ATOM 163 O LYS A 898 -4.147 -22.500 -11.546 1.00 45.72 O +ATOM 164 CB LYS A 898 -3.788 -25.205 -10.521 1.00 48.28 C +ATOM 165 CG LYS A 898 -3.559 -26.517 -9.749 1.00 70.59 C +ATOM 166 CD LYS A 898 -4.421 -26.693 -8.490 1.00 82.83 C +ATOM 167 CE LYS A 898 -4.393 -28.144 -7.981 1.00 97.68 C +ATOM 168 NZ LYS A 898 -5.185 -28.320 -6.753 1.00107.26 N1+ +ATOM 169 H LYS A 898 -5.188 -23.612 -9.002 1.00 44.15 H +ATOM 170 HA LYS A 898 -2.289 -24.117 -9.411 1.00 44.11 H +ATOM 171 HB3 LYS A 898 -3.252 -25.321 -11.464 1.00 48.28 H +ATOM 172 HB2 LYS A 898 -4.839 -25.106 -10.797 1.00 48.28 H +ATOM 173 HG3 LYS A 898 -2.505 -26.604 -9.484 1.00 70.59 H +ATOM 174 HG2 LYS A 898 -3.761 -27.344 -10.431 1.00 70.59 H +ATOM 175 HD3 LYS A 898 -5.444 -26.381 -8.702 1.00 82.83 H +ATOM 176 HD2 LYS A 898 -4.049 -26.031 -7.707 1.00 82.83 H +ATOM 177 HE3 LYS A 898 -3.368 -28.453 -7.777 1.00 97.68 H +ATOM 178 HE2 LYS A 898 -4.788 -28.816 -8.743 1.00 97.68 H +ATOM 179 HZ1 LYS A 898 -4.817 -27.724 -6.025 1.00107.26 H +ATOM 180 HZ2 LYS A 898 -6.153 -28.082 -6.930 1.00107.26 H +ATOM 181 HZ3 LYS A 898 -5.133 -29.284 -6.455 1.00107.26 H +ATOM 182 N LYS A 899 -1.972 -22.166 -10.979 1.00 42.86 N +ATOM 183 CA LYS A 899 -1.712 -21.052 -11.897 1.00 42.35 C +ATOM 184 C LYS A 899 -1.708 -21.508 -13.365 1.00 45.75 C +ATOM 185 O LYS A 899 -1.008 -22.465 -13.695 1.00 46.24 O +ATOM 186 CB LYS A 899 -0.382 -20.375 -11.512 1.00 45.46 C +ATOM 187 CG LYS A 899 -0.117 -19.063 -12.271 1.00 54.73 C +ATOM 188 CD LYS A 899 1.114 -18.319 -11.740 1.00 64.90 C +ATOM 189 CE LYS A 899 1.426 -17.068 -12.571 1.00 74.92 C +ATOM 190 NZ LYS A 899 2.594 -16.337 -12.051 1.00 84.51 N1+ +ATOM 191 H LYS A 899 -1.198 -22.461 -10.402 1.00 42.86 H +ATOM 192 HA LYS A 899 -2.511 -20.319 -11.766 1.00 42.35 H +ATOM 193 HB3 LYS A 899 0.450 -21.065 -11.661 1.00 45.46 H +ATOM 194 HB2 LYS A 899 -0.393 -20.156 -10.446 1.00 45.46 H +ATOM 195 HG3 LYS A 899 -0.991 -18.414 -12.196 1.00 54.73 H +ATOM 196 HG2 LYS A 899 0.021 -19.269 -13.333 1.00 54.73 H +ATOM 197 HD3 LYS A 899 1.973 -18.993 -11.741 1.00 64.90 H +ATOM 198 HD2 LYS A 899 0.939 -18.039 -10.700 1.00 64.90 H +ATOM 199 HE3 LYS A 899 0.570 -16.395 -12.579 1.00 74.92 H +ATOM 200 HE2 LYS A 899 1.622 -17.344 -13.608 1.00 74.92 H +ATOM 201 HZ1 LYS A 899 2.755 -15.539 -12.651 1.00 84.51 H +ATOM 202 HZ2 LYS A 899 2.411 -16.027 -11.108 1.00 84.51 H +ATOM 203 HZ3 LYS A 899 3.406 -16.938 -12.065 1.00 84.51 H +ATOM 204 N ILE A 900 -2.473 -20.796 -14.207 1.00 41.32 N +ATOM 205 CA ILE A 900 -2.604 -21.076 -15.636 1.00 41.22 C +ATOM 206 C ILE A 900 -1.686 -20.142 -16.451 1.00 44.92 C +ATOM 207 O ILE A 900 -0.918 -20.640 -17.272 1.00 45.41 O +ATOM 208 CB ILE A 900 -4.078 -20.931 -16.133 1.00 44.36 C +ATOM 209 CG1 ILE A 900 -5.025 -21.868 -15.338 1.00 45.50 C +ATOM 210 CG2 ILE A 900 -4.224 -21.186 -17.654 1.00 46.17 C +ATOM 211 CD1 ILE A 900 -6.527 -21.664 -15.604 1.00 56.14 C +ATOM 212 H ILE A 900 -3.010 -20.012 -13.856 1.00 41.32 H +ATOM 213 HA ILE A 900 -2.293 -22.103 -15.839 1.00 41.22 H +ATOM 214 HB ILE A 900 -4.399 -19.906 -15.939 1.00 44.36 H +ATOM 215 HG13 ILE A 900 -4.869 -21.739 -14.267 1.00 45.50 H +ATOM 216 HG12 ILE A 900 -4.762 -22.906 -15.546 1.00 45.50 H +ATOM 217 HG21 ILE A 900 -5.257 -21.102 -17.988 1.00 46.17 H +ATOM 218 HG22 ILE A 900 -3.655 -20.476 -18.252 1.00 46.17 H +ATOM 219 HG23 ILE A 900 -3.880 -22.187 -17.914 1.00 46.17 H +ATOM 220 HD11 ILE A 900 -6.981 -22.574 -15.996 1.00 56.14 H +ATOM 221 HD12 ILE A 900 -7.057 -21.403 -14.689 1.00 56.14 H +ATOM 222 HD13 ILE A 900 -6.724 -20.869 -16.318 1.00 56.14 H +ATOM 223 N ARG A 901 -1.769 -18.822 -16.202 1.00 40.97 N +ATOM 224 CA ARG A 901 -0.997 -17.785 -16.899 1.00 41.13 C +ATOM 225 C ARG A 901 -1.153 -16.426 -16.197 1.00 44.46 C +ATOM 226 O ARG A 901 -2.028 -16.266 -15.349 1.00 43.07 O +ATOM 227 CB ARG A 901 -1.415 -17.689 -18.393 1.00 41.29 C +ATOM 228 CG ARG A 901 -2.893 -17.330 -18.655 1.00 52.38 C +ATOM 229 CD ARG A 901 -3.184 -17.151 -20.154 1.00 59.92 C +ATOM 230 NE ARG A 901 -4.626 -17.047 -20.439 1.00 68.07 N +ATOM 231 CZ ARG A 901 -5.470 -18.056 -20.731 1.00 83.41 C +ATOM 232 NH1 ARG A 901 -5.064 -19.333 -20.802 1.00 64.57 N +ATOM 233 NH2 ARG A 901 -6.760 -17.779 -20.958 1.00 77.22 N1+ +ATOM 234 H ARG A 901 -2.406 -18.484 -15.493 1.00 40.97 H +ATOM 235 HA ARG A 901 0.058 -18.059 -16.843 1.00 41.13 H +ATOM 236 HB3 ARG A 901 -1.194 -18.631 -18.895 1.00 41.29 H +ATOM 237 HB2 ARG A 901 -0.782 -16.954 -18.894 1.00 41.29 H +ATOM 238 HG3 ARG A 901 -3.069 -16.365 -18.179 1.00 52.38 H +ATOM 239 HG2 ARG A 901 -3.588 -18.026 -18.182 1.00 52.38 H +ATOM 240 HD3 ARG A 901 -2.658 -17.871 -20.782 1.00 59.92 H +ATOM 241 HD2 ARG A 901 -2.800 -16.172 -20.446 1.00 59.92 H +ATOM 242 HE ARG A 901 -5.007 -16.113 -20.381 1.00 68.07 H +ATOM 243 HH12 ARG A 901 -5.714 -20.071 -21.028 1.00 64.57 H +ATOM 244 HH11 ARG A 901 -4.093 -19.560 -20.642 1.00 64.57 H +ATOM 245 HH22 ARG A 901 -7.411 -18.517 -21.182 1.00 77.22 H +ATOM 246 HH21 ARG A 901 -7.103 -16.830 -20.897 1.00 77.22 H +ATOM 247 N ASP A 902 -0.327 -15.455 -16.617 1.00 41.92 N +ATOM 248 CA ASP A 902 -0.466 -14.033 -16.281 1.00 41.86 C +ATOM 249 C ASP A 902 -1.534 -13.379 -17.179 1.00 43.46 C +ATOM 250 O ASP A 902 -1.649 -13.756 -18.347 1.00 42.68 O +ATOM 251 CB ASP A 902 0.870 -13.255 -16.417 1.00 46.10 C +ATOM 252 CG ASP A 902 2.075 -13.816 -15.638 1.00 63.12 C +ATOM 253 OD1 ASP A 902 1.868 -14.510 -14.618 1.00 62.46 O +ATOM 254 OD2 ASP A 902 3.207 -13.412 -15.980 1.00 75.36 O1- +ATOM 255 H ASP A 902 0.372 -15.668 -17.314 1.00 41.92 H +ATOM 256 HA ASP A 902 -0.795 -13.952 -15.245 1.00 41.86 H +ATOM 257 HB3 ASP A 902 0.722 -12.227 -16.081 1.00 46.10 H +ATOM 258 HB2 ASP A 902 1.153 -13.205 -17.470 1.00 46.10 H +ATOM 259 N LEU A 903 -2.271 -12.398 -16.628 1.00 39.42 N +ATOM 260 CA LEU A 903 -3.273 -11.609 -17.359 1.00 38.97 C +ATOM 261 C LEU A 903 -2.810 -10.164 -17.625 1.00 45.51 C +ATOM 262 O LEU A 903 -3.374 -9.534 -18.520 1.00 47.25 O +ATOM 263 CB LEU A 903 -4.619 -11.607 -16.593 1.00 37.74 C +ATOM 264 CG LEU A 903 -5.296 -12.990 -16.448 1.00 40.14 C +ATOM 265 CD1 LEU A 903 -6.586 -12.886 -15.603 1.00 39.42 C +ATOM 266 CD2 LEU A 903 -5.545 -13.682 -17.807 1.00 39.39 C +ATOM 267 H LEU A 903 -2.124 -12.142 -15.660 1.00 39.42 H +ATOM 268 HA LEU A 903 -3.440 -12.040 -18.346 1.00 38.97 H +ATOM 269 HB3 LEU A 903 -5.320 -10.938 -17.097 1.00 37.74 H +ATOM 270 HB2 LEU A 903 -4.461 -11.178 -15.603 1.00 37.74 H +ATOM 271 HG LEU A 903 -4.609 -13.626 -15.891 1.00 40.14 H +ATOM 272 HD11 LEU A 903 -7.473 -13.231 -16.134 1.00 39.42 H +ATOM 273 HD12 LEU A 903 -6.505 -13.482 -14.694 1.00 39.42 H +ATOM 274 HD13 LEU A 903 -6.792 -11.860 -15.296 1.00 39.42 H +ATOM 275 HD21 LEU A 903 -6.525 -14.154 -17.871 1.00 39.39 H +ATOM 276 HD22 LEU A 903 -5.480 -12.984 -18.642 1.00 39.39 H +ATOM 277 HD23 LEU A 903 -4.806 -14.466 -17.979 1.00 39.39 H +ATOM 278 N GLY A 904 -1.802 -9.669 -16.884 1.00 41.87 N +ATOM 279 CA GLY A 904 -1.253 -8.324 -17.054 1.00 43.49 C +ATOM 280 C GLY A 904 -1.005 -7.670 -15.690 1.00 48.38 C +ATOM 281 O GLY A 904 -1.010 -8.335 -14.653 1.00 47.59 O +ATOM 282 H GLY A 904 -1.396 -10.235 -16.152 1.00 41.87 H +ATOM 283 HA3 GLY A 904 -1.915 -7.681 -17.638 1.00 43.49 H +ATOM 284 HA2 GLY A 904 -0.308 -8.393 -17.594 1.00 43.49 H +ATOM 285 N GLU A 905 -0.757 -6.351 -15.724 1.00 46.73 N +ATOM 286 CA GLU A 905 -0.417 -5.520 -14.569 1.00 47.46 C +ATOM 287 C GLU A 905 -1.527 -4.496 -14.305 1.00 51.67 C +ATOM 288 O GLU A 905 -1.856 -3.713 -15.197 1.00 51.35 O +ATOM 289 CB GLU A 905 0.926 -4.797 -14.834 1.00 51.27 C +ATOM 290 CG GLU A 905 2.146 -5.732 -15.018 1.00 66.56 C +ATOM 291 CD GLU A 905 2.576 -6.520 -13.769 1.00 94.70 C +ATOM 292 OE1 GLU A 905 2.395 -6.005 -12.643 1.00 96.75 O +ATOM 293 OE2 GLU A 905 3.103 -7.639 -13.964 1.00 86.75 O1- +ATOM 294 H GLU A 905 -0.773 -5.869 -16.611 1.00 46.73 H +ATOM 295 HA GLU A 905 -0.307 -6.133 -13.677 1.00 47.46 H +ATOM 296 HB3 GLU A 905 1.125 -4.080 -14.036 1.00 51.27 H +ATOM 297 HB2 GLU A 905 0.832 -4.191 -15.737 1.00 51.27 H +ATOM 298 HG3 GLU A 905 3.002 -5.131 -15.326 1.00 66.56 H +ATOM 299 HG2 GLU A 905 1.960 -6.422 -15.843 1.00 66.56 H +ATOM 300 N GLY A 906 -2.038 -4.492 -13.063 1.00 48.81 N +ATOM 301 CA GLY A 906 -2.898 -3.437 -12.529 1.00 50.44 C +ATOM 302 C GLY A 906 -2.033 -2.425 -11.758 1.00 59.13 C +ATOM 303 O GLY A 906 -0.802 -2.468 -11.826 1.00 59.62 O +ATOM 304 H GLY A 906 -1.693 -5.164 -12.391 1.00 48.81 H +ATOM 305 HA3 GLY A 906 -3.632 -3.885 -11.863 1.00 50.44 H +ATOM 306 HA2 GLY A 906 -3.453 -2.925 -13.317 1.00 50.44 H +ATOM 307 N HIS A 907 -2.685 -1.495 -11.037 1.00 58.87 N +ATOM 308 CA HIS A 907 -2.024 -0.392 -10.326 1.00 61.58 C +ATOM 309 C HIS A 907 -1.031 -0.830 -9.225 1.00 65.75 C +ATOM 310 O HIS A 907 0.140 -0.461 -9.313 1.00 67.01 O +ATOM 311 CB HIS A 907 -3.071 0.615 -9.806 1.00 64.07 C +ATOM 312 CG HIS A 907 -2.464 1.855 -9.191 1.00 71.10 C +ATOM 313 ND1 HIS A 907 -2.421 2.072 -7.824 1.00 74.01 N +ATOM 314 CD2 HIS A 907 -1.844 2.946 -9.759 1.00 75.68 C +ATOM 315 CE1 HIS A 907 -1.781 3.227 -7.629 1.00 76.67 C +ATOM 316 NE2 HIS A 907 -1.401 3.813 -8.758 1.00 78.22 N +ATOM 317 H HIS A 907 -3.695 -1.465 -11.060 1.00 58.87 H +ATOM 318 HA HIS A 907 -1.436 0.136 -11.080 1.00 61.58 H +ATOM 319 HB3 HIS A 907 -3.722 0.137 -9.074 1.00 64.07 H +ATOM 320 HB2 HIS A 907 -3.717 0.935 -10.625 1.00 64.07 H +ATOM 321 HD1 HIS A 907 -2.801 1.473 -7.103 1.00 74.01 H +ATOM 322 HD2 HIS A 907 -1.664 3.165 -10.801 1.00 75.68 H +ATOM 323 HE1 HIS A 907 -1.598 3.647 -6.651 1.00 76.67 H +ATOM 324 N PHE A 908 -1.500 -1.593 -8.220 1.00 61.05 N +ATOM 325 CA PHE A 908 -0.670 -2.041 -7.090 1.00 61.65 C +ATOM 326 C PHE A 908 0.158 -3.312 -7.352 1.00 63.63 C +ATOM 327 O PHE A 908 1.051 -3.603 -6.555 1.00 65.29 O +ATOM 328 CB PHE A 908 -1.529 -2.186 -5.816 1.00 63.30 C +ATOM 329 CG PHE A 908 -2.026 -0.870 -5.245 1.00 67.27 C +ATOM 330 CD1 PHE A 908 -1.113 0.118 -4.816 1.00 73.63 C +ATOM 331 CD2 PHE A 908 -3.407 -0.616 -5.143 1.00 68.80 C +ATOM 332 CE1 PHE A 908 -1.582 1.333 -4.333 1.00 76.93 C +ATOM 333 CE2 PHE A 908 -3.854 0.595 -4.639 1.00 73.69 C +ATOM 334 CZ PHE A 908 -2.947 1.573 -4.254 1.00 75.01 C +ATOM 335 H PHE A 908 -2.475 -1.851 -8.194 1.00 61.05 H +ATOM 336 HA PHE A 908 0.075 -1.268 -6.889 1.00 61.65 H +ATOM 337 HB3 PHE A 908 -0.967 -2.687 -5.026 1.00 63.30 H +ATOM 338 HB2 PHE A 908 -2.382 -2.833 -6.027 1.00 63.30 H +ATOM 339 HD1 PHE A 908 -0.050 -0.062 -4.872 1.00 73.63 H +ATOM 340 HD2 PHE A 908 -4.123 -1.361 -5.449 1.00 68.80 H +ATOM 341 HE1 PHE A 908 -0.886 2.096 -4.018 1.00 76.93 H +ATOM 342 HE2 PHE A 908 -4.914 0.778 -4.550 1.00 73.69 H +ATOM 343 HZ PHE A 908 -3.306 2.520 -3.880 1.00 75.01 H +ATOM 344 N GLY A 909 -0.118 -4.030 -8.451 1.00 56.05 N +ATOM 345 CA GLY A 909 0.641 -5.220 -8.813 1.00 53.59 C +ATOM 346 C GLY A 909 -0.135 -6.069 -9.822 1.00 52.99 C +ATOM 347 O GLY A 909 -1.181 -5.674 -10.342 1.00 51.95 O +ATOM 348 H GLY A 909 -0.847 -3.737 -9.086 1.00 56.05 H +ATOM 349 HA3 GLY A 909 0.870 -5.821 -7.931 1.00 53.59 H +ATOM 350 HA2 GLY A 909 1.590 -4.917 -9.258 1.00 53.59 H +ATOM 351 N LYS A 910 0.446 -7.242 -10.114 1.00 47.39 N +ATOM 352 CA LYS A 910 0.039 -8.174 -11.161 1.00 44.86 C +ATOM 353 C LYS A 910 -1.302 -8.879 -10.907 1.00 43.37 C +ATOM 354 O LYS A 910 -1.655 -9.140 -9.759 1.00 42.02 O +ATOM 355 CB LYS A 910 1.174 -9.198 -11.371 1.00 48.19 C +ATOM 356 CG LYS A 910 1.463 -10.135 -10.177 1.00 70.18 C +ATOM 357 CD LYS A 910 2.696 -11.044 -10.355 1.00 80.07 C +ATOM 358 CE LYS A 910 2.500 -12.254 -11.290 1.00 90.27 C +ATOM 359 NZ LYS A 910 2.509 -11.895 -12.720 1.00 99.37 N1+ +ATOM 360 H LYS A 910 1.299 -7.487 -9.634 1.00 47.39 H +ATOM 361 HA LYS A 910 -0.058 -7.598 -12.079 1.00 44.86 H +ATOM 362 HB3 LYS A 910 2.088 -8.663 -11.624 1.00 48.19 H +ATOM 363 HB2 LYS A 910 0.918 -9.787 -12.250 1.00 48.19 H +ATOM 364 HG3 LYS A 910 0.595 -10.759 -9.970 1.00 70.18 H +ATOM 365 HG2 LYS A 910 1.611 -9.535 -9.280 1.00 70.18 H +ATOM 366 HD3 LYS A 910 2.986 -11.415 -9.371 1.00 80.07 H +ATOM 367 HD2 LYS A 910 3.543 -10.445 -10.692 1.00 80.07 H +ATOM 368 HE3 LYS A 910 1.575 -12.777 -11.046 1.00 90.27 H +ATOM 369 HE2 LYS A 910 3.311 -12.965 -11.133 1.00 90.27 H +ATOM 370 HZ1 LYS A 910 1.759 -11.248 -12.914 1.00 99.37 H +ATOM 371 HZ2 LYS A 910 3.388 -11.459 -12.961 1.00 99.37 H +ATOM 372 HZ3 LYS A 910 2.383 -12.725 -13.287 1.00 99.37 H +ATOM 373 N VAL A 911 -1.971 -9.225 -12.016 1.00 37.15 N +ATOM 374 CA VAL A 911 -3.138 -10.101 -12.065 1.00 34.94 C +ATOM 375 C VAL A 911 -2.732 -11.374 -12.827 1.00 36.97 C +ATOM 376 O VAL A 911 -2.030 -11.287 -13.838 1.00 35.74 O +ATOM 377 CB VAL A 911 -4.323 -9.449 -12.832 1.00 38.64 C +ATOM 378 CG1 VAL A 911 -5.604 -10.312 -12.836 1.00 37.50 C +ATOM 379 CG2 VAL A 911 -4.665 -8.046 -12.301 1.00 39.45 C +ATOM 380 H VAL A 911 -1.594 -8.964 -12.919 1.00 37.15 H +ATOM 381 HA VAL A 911 -3.461 -10.380 -11.067 1.00 34.94 H +ATOM 382 HB VAL A 911 -4.013 -9.331 -13.869 1.00 38.64 H +ATOM 383 HG11 VAL A 911 -6.413 -9.808 -13.365 1.00 37.50 H +ATOM 384 HG12 VAL A 911 -5.459 -11.273 -13.327 1.00 37.50 H +ATOM 385 HG13 VAL A 911 -5.949 -10.509 -11.820 1.00 37.50 H +ATOM 386 HG21 VAL A 911 -5.489 -7.603 -12.859 1.00 39.45 H +ATOM 387 HG22 VAL A 911 -4.967 -8.091 -11.259 1.00 39.45 H +ATOM 388 HG23 VAL A 911 -3.822 -7.359 -12.381 1.00 39.45 H +ATOM 389 N SER A 912 -3.188 -12.530 -12.325 1.00 32.82 N +ATOM 390 CA SER A 912 -2.920 -13.839 -12.909 1.00 32.44 C +ATOM 391 C SER A 912 -4.187 -14.693 -12.861 1.00 36.01 C +ATOM 392 O SER A 912 -4.950 -14.617 -11.899 1.00 34.87 O +ATOM 393 CB SER A 912 -1.780 -14.527 -12.136 1.00 36.04 C +ATOM 394 OG SER A 912 -0.549 -13.884 -12.379 1.00 45.71 O +ATOM 395 H SER A 912 -3.765 -12.527 -11.494 1.00 32.82 H +ATOM 396 HA SER A 912 -2.642 -13.737 -13.958 1.00 32.44 H +ATOM 397 HB3 SER A 912 -1.683 -15.572 -12.436 1.00 36.04 H +ATOM 398 HB2 SER A 912 -1.975 -14.516 -11.066 1.00 36.04 H +ATOM 399 HG SER A 912 -0.594 -13.012 -11.977 1.00 45.71 H +ATOM 400 N LEU A 913 -4.360 -15.518 -13.900 1.00 32.94 N +ATOM 401 CA LEU A 913 -5.421 -16.505 -14.016 1.00 32.73 C +ATOM 402 C LEU A 913 -5.002 -17.794 -13.295 1.00 36.98 C +ATOM 403 O LEU A 913 -3.924 -18.324 -13.568 1.00 35.71 O +ATOM 404 CB LEU A 913 -5.708 -16.725 -15.517 1.00 33.31 C +ATOM 405 CG LEU A 913 -6.770 -17.793 -15.857 1.00 38.67 C +ATOM 406 CD1 LEU A 913 -8.125 -17.524 -15.168 1.00 39.26 C +ATOM 407 CD2 LEU A 913 -6.897 -17.945 -17.387 1.00 40.96 C +ATOM 408 H LEU A 913 -3.653 -15.554 -14.623 1.00 32.94 H +ATOM 409 HA LEU A 913 -6.319 -16.103 -13.545 1.00 32.73 H +ATOM 410 HB3 LEU A 913 -4.776 -16.989 -16.019 1.00 33.31 H +ATOM 411 HB2 LEU A 913 -6.024 -15.778 -15.951 1.00 33.31 H +ATOM 412 HG LEU A 913 -6.411 -18.748 -15.479 1.00 38.67 H +ATOM 413 HD11 LEU A 913 -8.969 -17.675 -15.835 1.00 39.26 H +ATOM 414 HD12 LEU A 913 -8.270 -18.198 -14.324 1.00 39.26 H +ATOM 415 HD13 LEU A 913 -8.203 -16.505 -14.788 1.00 39.26 H +ATOM 416 HD21 LEU A 913 -6.656 -18.960 -17.702 1.00 40.96 H +ATOM 417 HD22 LEU A 913 -7.896 -17.721 -17.755 1.00 40.96 H +ATOM 418 HD23 LEU A 913 -6.216 -17.279 -17.917 1.00 40.96 H +ATOM 419 N TYR A 914 -5.887 -18.270 -12.410 1.00 34.34 N +ATOM 420 CA TYR A 914 -5.761 -19.522 -11.672 1.00 35.26 C +ATOM 421 C TYR A 914 -7.035 -20.352 -11.864 1.00 40.97 C +ATOM 422 O TYR A 914 -8.122 -19.790 -11.984 1.00 41.41 O +ATOM 423 CB TYR A 914 -5.585 -19.230 -10.167 1.00 36.25 C +ATOM 424 CG TYR A 914 -4.258 -18.632 -9.738 1.00 37.55 C +ATOM 425 CD1 TYR A 914 -3.251 -19.461 -9.207 1.00 41.10 C +ATOM 426 CD2 TYR A 914 -4.046 -17.242 -9.800 1.00 37.73 C +ATOM 427 CE1 TYR A 914 -2.054 -18.909 -8.717 1.00 42.72 C +ATOM 428 CE2 TYR A 914 -2.845 -16.686 -9.315 1.00 39.24 C +ATOM 429 CZ TYR A 914 -1.847 -17.519 -8.776 1.00 49.59 C +ATOM 430 OH TYR A 914 -0.685 -16.979 -8.308 1.00 54.45 O +ATOM 431 H TYR A 914 -6.749 -17.762 -12.251 1.00 34.34 H +ATOM 432 HA TYR A 914 -4.909 -20.094 -12.040 1.00 35.26 H +ATOM 433 HB3 TYR A 914 -5.705 -20.158 -9.605 1.00 36.25 H +ATOM 434 HB2 TYR A 914 -6.386 -18.578 -9.817 1.00 36.25 H +ATOM 435 HD1 TYR A 914 -3.405 -20.526 -9.149 1.00 41.10 H +ATOM 436 HD2 TYR A 914 -4.816 -16.599 -10.198 1.00 37.73 H +ATOM 437 HE1 TYR A 914 -1.299 -19.558 -8.297 1.00 42.72 H +ATOM 438 HE2 TYR A 914 -2.701 -15.617 -9.335 1.00 39.24 H +ATOM 439 HH TYR A 914 -0.088 -17.635 -7.941 1.00 54.45 H +ATOM 440 N CYS A 915 -6.871 -21.680 -11.807 1.00 39.05 N +ATOM 441 CA CYS A 915 -7.950 -22.649 -11.663 1.00 40.20 C +ATOM 442 C CYS A 915 -7.988 -23.052 -10.181 1.00 43.77 C +ATOM 443 O CYS A 915 -7.093 -23.769 -9.728 1.00 43.29 O +ATOM 444 CB CYS A 915 -7.745 -23.856 -12.604 1.00 41.99 C +ATOM 445 SG CYS A 915 -9.062 -25.098 -12.432 1.00 48.59 S +ATOM 446 H CYS A 915 -5.935 -22.054 -11.712 1.00 39.05 H +ATOM 447 HA CYS A 915 -8.905 -22.191 -11.927 1.00 40.20 H +ATOM 448 HB3 CYS A 915 -6.786 -24.339 -12.412 1.00 41.99 H +ATOM 449 HB2 CYS A 915 -7.727 -23.525 -13.642 1.00 41.99 H +ATOM 450 HG CYS A 915 -10.049 -24.342 -12.923 1.00 48.59 H +ATOM 451 N TYR A 916 -9.007 -22.565 -9.452 1.00 39.62 N +ATOM 452 CA TYR A 916 -9.266 -22.950 -8.066 1.00 39.96 C +ATOM 453 C TYR A 916 -9.955 -24.317 -8.054 1.00 45.20 C +ATOM 454 O TYR A 916 -11.103 -24.411 -8.485 1.00 45.42 O +ATOM 455 CB TYR A 916 -10.123 -21.883 -7.362 1.00 40.18 C +ATOM 456 CG TYR A 916 -10.338 -22.159 -5.882 1.00 41.11 C +ATOM 457 CD1 TYR A 916 -9.235 -22.141 -5.005 1.00 41.72 C +ATOM 458 CD2 TYR A 916 -11.625 -22.431 -5.372 1.00 43.06 C +ATOM 459 CE1 TYR A 916 -9.421 -22.339 -3.626 1.00 42.69 C +ATOM 460 CE2 TYR A 916 -11.807 -22.654 -3.991 1.00 44.62 C +ATOM 461 CZ TYR A 916 -10.704 -22.596 -3.116 1.00 47.56 C +ATOM 462 OH TYR A 916 -10.866 -22.784 -1.774 1.00 49.11 O +ATOM 463 H TYR A 916 -9.717 -21.999 -9.899 1.00 39.62 H +ATOM 464 HA TYR A 916 -8.313 -23.020 -7.541 1.00 39.96 H +ATOM 465 HB3 TYR A 916 -11.089 -21.777 -7.861 1.00 40.18 H +ATOM 466 HB2 TYR A 916 -9.641 -20.909 -7.450 1.00 40.18 H +ATOM 467 HD1 TYR A 916 -8.244 -21.965 -5.390 1.00 41.72 H +ATOM 468 HD2 TYR A 916 -12.478 -22.459 -6.035 1.00 43.06 H +ATOM 469 HE1 TYR A 916 -8.578 -22.297 -2.958 1.00 42.69 H +ATOM 470 HE2 TYR A 916 -12.797 -22.853 -3.609 1.00 44.62 H +ATOM 471 HH TYR A 916 -11.780 -22.931 -1.519 1.00 49.11 H +ATOM 472 N ASP A 917 -9.224 -25.343 -7.600 1.00 46.60 N +ATOM 473 CA ASP A 917 -9.548 -26.742 -7.857 1.00 48.33 C +ATOM 474 C ASP A 917 -9.310 -27.589 -6.586 1.00 54.57 C +ATOM 475 O ASP A 917 -8.280 -28.261 -6.507 1.00 54.85 O +ATOM 476 CB ASP A 917 -8.720 -27.202 -9.088 1.00 50.11 C +ATOM 477 CG ASP A 917 -8.948 -28.619 -9.626 1.00 62.07 C +ATOM 478 OD1 ASP A 917 -10.074 -29.144 -9.481 1.00 63.23 O +ATOM 479 OD2 ASP A 917 -8.018 -29.099 -10.308 1.00 69.60 O1- +ATOM 480 H ASP A 917 -8.291 -25.168 -7.248 1.00 46.60 H +ATOM 481 HA ASP A 917 -10.604 -26.840 -8.110 1.00 48.33 H +ATOM 482 HB3 ASP A 917 -7.660 -27.061 -8.876 1.00 50.11 H +ATOM 483 HB2 ASP A 917 -8.925 -26.518 -9.911 1.00 50.11 H +ATOM 484 N PRO A 918 -10.233 -27.531 -5.592 1.00 52.47 N +ATOM 485 CA PRO A 918 -10.097 -28.298 -4.337 1.00 54.47 C +ATOM 486 C PRO A 918 -10.108 -29.832 -4.468 1.00 61.35 C +ATOM 487 O PRO A 918 -9.390 -30.493 -3.718 1.00 62.40 O +ATOM 488 CB PRO A 918 -11.249 -27.795 -3.449 1.00 56.45 C +ATOM 489 CG PRO A 918 -11.619 -26.442 -4.028 1.00 58.90 C +ATOM 490 CD PRO A 918 -11.398 -26.646 -5.519 1.00 53.43 C +ATOM 491 HA PRO A 918 -9.154 -28.002 -3.890 1.00 54.47 H +ATOM 492 HB3 PRO A 918 -10.970 -27.730 -2.397 1.00 56.45 H +ATOM 493 HB2 PRO A 918 -12.112 -28.460 -3.518 1.00 56.45 H +ATOM 494 HG3 PRO A 918 -10.924 -25.686 -3.658 1.00 58.90 H +ATOM 495 HG2 PRO A 918 -12.631 -26.122 -3.778 1.00 58.90 H +ATOM 496 HD2 PRO A 918 -12.253 -27.150 -5.969 1.00 53.43 H +ATOM 497 HD3 PRO A 918 -11.278 -25.684 -6.008 1.00 53.43 H +ATOM 498 N THR A 919 -10.909 -30.361 -5.407 1.00 59.02 N +ATOM 499 CA THR A 919 -11.072 -31.799 -5.649 1.00 61.06 C +ATOM 500 C THR A 919 -9.985 -32.394 -6.578 1.00 66.39 C +ATOM 501 O THR A 919 -9.864 -33.618 -6.624 1.00 67.71 O +ATOM 502 CB THR A 919 -12.460 -32.093 -6.275 1.00 69.24 C +ATOM 503 OG1 THR A 919 -12.585 -31.469 -7.533 1.00 68.64 O +ATOM 504 CG2 THR A 919 -13.638 -31.637 -5.400 1.00 68.24 C +ATOM 505 H THR A 919 -11.466 -29.756 -5.994 1.00 59.02 H +ATOM 506 HA THR A 919 -11.011 -32.326 -4.695 1.00 61.06 H +ATOM 507 HB THR A 919 -12.561 -33.168 -6.437 1.00 69.24 H +ATOM 508 HG1 THR A 919 -13.251 -31.932 -8.052 1.00 68.64 H +ATOM 509 HG21 THR A 919 -14.591 -31.908 -5.855 1.00 68.24 H +ATOM 510 HG22 THR A 919 -13.598 -32.106 -4.417 1.00 68.24 H +ATOM 511 HG23 THR A 919 -13.640 -30.556 -5.253 1.00 68.24 H +ATOM 512 N ASN A 920 -9.199 -31.539 -7.261 1.00 62.42 N +ATOM 513 CA ASN A 920 -8.037 -31.885 -8.094 1.00 62.48 C +ATOM 514 C ASN A 920 -8.379 -32.616 -9.418 1.00 68.30 C +ATOM 515 O ASN A 920 -7.483 -33.225 -10.005 1.00 68.75 O +ATOM 516 CB ASN A 920 -6.961 -32.649 -7.260 1.00 64.50 C +ATOM 517 CG ASN A 920 -5.483 -32.372 -7.591 1.00 90.28 C +ATOM 518 OD1 ASN A 920 -4.611 -32.755 -6.815 1.00 80.74 O +ATOM 519 ND2 ASN A 920 -5.167 -31.729 -8.718 1.00 86.67 N +ATOM 520 H ASN A 920 -9.390 -30.550 -7.183 1.00 62.42 H +ATOM 521 HA ASN A 920 -7.608 -30.945 -8.433 1.00 62.48 H +ATOM 522 HB3 ASN A 920 -7.149 -33.724 -7.262 1.00 64.50 H +ATOM 523 HB2 ASN A 920 -7.058 -32.342 -6.217 1.00 64.50 H +ATOM 524 HD22 ASN A 920 -4.198 -31.571 -8.954 1.00 86.67 H +ATOM 525 HD21 ASN A 920 -5.888 -31.454 -9.372 1.00 86.67 H +ATOM 526 N ASP A 921 -9.638 -32.539 -9.885 1.00 65.11 N +ATOM 527 CA ASP A 921 -10.110 -33.196 -11.116 1.00 65.45 C +ATOM 528 C ASP A 921 -9.985 -32.313 -12.380 1.00 68.10 C +ATOM 529 O ASP A 921 -10.142 -32.837 -13.482 1.00 68.54 O +ATOM 530 CB ASP A 921 -11.542 -33.785 -10.972 1.00 68.72 C +ATOM 531 CG ASP A 921 -12.662 -32.858 -10.464 1.00 75.04 C +ATOM 532 OD1 ASP A 921 -12.517 -31.619 -10.549 1.00 72.94 O +ATOM 533 OD2 ASP A 921 -13.716 -33.411 -10.080 1.00 81.22 O1- +ATOM 534 H ASP A 921 -10.326 -31.995 -9.382 1.00 65.11 H +ATOM 535 HA ASP A 921 -9.464 -34.056 -11.306 1.00 65.45 H +ATOM 536 HB3 ASP A 921 -11.484 -34.629 -10.282 1.00 68.72 H +ATOM 537 HB2 ASP A 921 -11.865 -34.214 -11.922 1.00 68.72 H +ATOM 538 N GLY A 922 -9.711 -31.008 -12.210 1.00 62.38 N +ATOM 539 CA GLY A 922 -9.551 -30.041 -13.297 1.00 60.09 C +ATOM 540 C GLY A 922 -10.863 -29.330 -13.668 1.00 63.42 C +ATOM 541 O GLY A 922 -10.834 -28.480 -14.557 1.00 62.74 O +ATOM 542 H GLY A 922 -9.599 -30.648 -11.270 1.00 62.38 H +ATOM 543 HA3 GLY A 922 -9.136 -30.518 -14.186 1.00 60.09 H +ATOM 544 HA2 GLY A 922 -8.828 -29.287 -12.986 1.00 60.09 H +ATOM 545 N THR A 923 -11.995 -29.645 -13.011 1.00 59.47 N +ATOM 546 CA THR A 923 -13.310 -29.037 -13.264 1.00 58.79 C +ATOM 547 C THR A 923 -13.573 -27.766 -12.417 1.00 58.95 C +ATOM 548 O THR A 923 -14.667 -27.206 -12.506 1.00 58.00 O +ATOM 549 CB THR A 923 -14.472 -30.055 -13.053 1.00 71.45 C +ATOM 550 OG1 THR A 923 -14.846 -30.240 -11.699 1.00 74.26 O +ATOM 551 CG2 THR A 923 -14.234 -31.420 -13.720 1.00 71.82 C +ATOM 552 H THR A 923 -11.966 -30.341 -12.275 1.00 59.47 H +ATOM 553 HA THR A 923 -13.355 -28.722 -14.308 1.00 58.79 H +ATOM 554 HB THR A 923 -15.355 -29.634 -13.535 1.00 71.45 H +ATOM 555 HG1 THR A 923 -14.145 -30.727 -11.249 1.00 74.26 H +ATOM 556 HG21 THR A 923 -15.102 -32.069 -13.603 1.00 71.82 H +ATOM 557 HG22 THR A 923 -14.051 -31.305 -14.788 1.00 71.82 H +ATOM 558 HG23 THR A 923 -13.377 -31.943 -13.294 1.00 71.82 H +ATOM 559 N GLY A 924 -12.571 -27.323 -11.637 1.00 53.95 N +ATOM 560 CA GLY A 924 -12.623 -26.151 -10.763 1.00 52.08 C +ATOM 561 C GLY A 924 -12.788 -24.830 -11.535 1.00 53.45 C +ATOM 562 O GLY A 924 -12.426 -24.728 -12.708 1.00 52.18 O +ATOM 563 H GLY A 924 -11.706 -27.844 -11.632 1.00 53.95 H +ATOM 564 HA3 GLY A 924 -11.683 -26.125 -10.215 1.00 52.08 H +ATOM 565 HA2 GLY A 924 -13.425 -26.270 -10.033 1.00 52.08 H +ATOM 566 N GLU A 925 -13.324 -23.810 -10.844 1.00 49.00 N +ATOM 567 CA GLU A 925 -13.602 -22.474 -11.376 1.00 47.60 C +ATOM 568 C GLU A 925 -12.333 -21.684 -11.730 1.00 48.02 C +ATOM 569 O GLU A 925 -11.391 -21.647 -10.938 1.00 45.98 O +ATOM 570 CB GLU A 925 -14.441 -21.680 -10.347 1.00 49.51 C +ATOM 571 CG GLU A 925 -15.856 -22.247 -10.096 1.00 66.63 C +ATOM 572 CD GLU A 925 -16.796 -22.122 -11.304 1.00 94.52 C +ATOM 573 OE1 GLU A 925 -16.972 -20.979 -11.784 1.00 89.72 O +ATOM 574 OE2 GLU A 925 -17.331 -23.170 -11.725 1.00 93.17 O1- +ATOM 575 H GLU A 925 -13.590 -23.957 -9.880 1.00 49.00 H +ATOM 576 HA GLU A 925 -14.185 -22.600 -12.290 1.00 47.60 H +ATOM 577 HB3 GLU A 925 -14.507 -20.633 -10.646 1.00 49.51 H +ATOM 578 HB2 GLU A 925 -13.910 -21.669 -9.394 1.00 49.51 H +ATOM 579 HG3 GLU A 925 -16.312 -21.709 -9.264 1.00 66.63 H +ATOM 580 HG2 GLU A 925 -15.791 -23.287 -9.773 1.00 66.63 H +ATOM 581 N MET A 926 -12.376 -21.016 -12.893 1.00 43.85 N +ATOM 582 CA MET A 926 -11.372 -20.052 -13.336 1.00 42.46 C +ATOM 583 C MET A 926 -11.611 -18.704 -12.636 1.00 43.50 C +ATOM 584 O MET A 926 -12.731 -18.192 -12.664 1.00 43.72 O +ATOM 585 CB MET A 926 -11.429 -19.907 -14.871 1.00 44.66 C +ATOM 586 CG MET A 926 -11.085 -21.206 -15.622 1.00 50.18 C +ATOM 587 SD MET A 926 -11.210 -21.107 -17.430 1.00 55.18 S +ATOM 588 CE MET A 926 -9.740 -20.126 -17.815 1.00 50.66 C +ATOM 589 H MET A 926 -13.209 -21.073 -13.464 1.00 43.85 H +ATOM 590 HA MET A 926 -10.384 -20.428 -13.070 1.00 42.46 H +ATOM 591 HB3 MET A 926 -10.737 -19.124 -15.180 1.00 44.66 H +ATOM 592 HB2 MET A 926 -12.419 -19.565 -15.178 1.00 44.66 H +ATOM 593 HG3 MET A 926 -11.755 -22.005 -15.304 1.00 50.18 H +ATOM 594 HG2 MET A 926 -10.078 -21.532 -15.362 1.00 50.18 H +ATOM 595 HE1 MET A 926 -9.634 -20.012 -18.894 1.00 50.66 H +ATOM 596 HE2 MET A 926 -9.824 -19.135 -17.376 1.00 50.66 H +ATOM 597 HE3 MET A 926 -8.844 -20.609 -17.427 1.00 50.66 H +ATOM 598 N VAL A 927 -10.551 -18.168 -12.017 1.00 36.95 N +ATOM 599 CA VAL A 927 -10.570 -16.927 -11.247 1.00 34.96 C +ATOM 600 C VAL A 927 -9.331 -16.077 -11.575 1.00 36.30 C +ATOM 601 O VAL A 927 -8.232 -16.612 -11.722 1.00 35.86 O +ATOM 602 CB VAL A 927 -10.610 -17.194 -9.711 1.00 39.31 C +ATOM 603 CG1 VAL A 927 -11.992 -17.683 -9.251 1.00 40.52 C +ATOM 604 CG2 VAL A 927 -9.507 -18.134 -9.180 1.00 39.38 C +ATOM 605 H VAL A 927 -9.662 -18.654 -12.039 1.00 36.95 H +ATOM 606 HA VAL A 927 -11.448 -16.339 -11.522 1.00 34.96 H +ATOM 607 HB VAL A 927 -10.456 -16.236 -9.212 1.00 39.31 H +ATOM 608 HG11 VAL A 927 -12.038 -17.771 -8.165 1.00 40.52 H +ATOM 609 HG12 VAL A 927 -12.769 -16.982 -9.554 1.00 40.52 H +ATOM 610 HG13 VAL A 927 -12.235 -18.658 -9.674 1.00 40.52 H +ATOM 611 HG21 VAL A 927 -9.586 -18.255 -8.099 1.00 39.38 H +ATOM 612 HG22 VAL A 927 -9.578 -19.128 -9.623 1.00 39.38 H +ATOM 613 HG23 VAL A 927 -8.510 -17.750 -9.382 1.00 39.38 H +ATOM 614 N ALA A 928 -9.546 -14.756 -11.667 1.00 33.12 N +ATOM 615 CA ALA A 928 -8.506 -13.752 -11.857 1.00 33.29 C +ATOM 616 C ALA A 928 -8.086 -13.216 -10.483 1.00 37.02 C +ATOM 617 O ALA A 928 -8.817 -12.428 -9.884 1.00 37.68 O +ATOM 618 CB ALA A 928 -9.054 -12.636 -12.757 1.00 33.26 C +ATOM 619 H ALA A 928 -10.476 -14.395 -11.503 1.00 33.12 H +ATOM 620 HA ALA A 928 -7.640 -14.190 -12.357 1.00 33.29 H +ATOM 621 HB1 ALA A 928 -8.316 -11.845 -12.901 1.00 33.26 H +ATOM 622 HB2 ALA A 928 -9.308 -13.028 -13.742 1.00 33.26 H +ATOM 623 HB3 ALA A 928 -9.953 -12.181 -12.339 1.00 33.26 H +ATOM 624 N VAL A 929 -6.929 -13.685 -9.998 1.00 32.01 N +ATOM 625 CA VAL A 929 -6.385 -13.331 -8.692 1.00 31.43 C +ATOM 626 C VAL A 929 -5.339 -12.221 -8.875 1.00 34.06 C +ATOM 627 O VAL A 929 -4.322 -12.445 -9.535 1.00 33.04 O +ATOM 628 CB VAL A 929 -5.698 -14.547 -8.012 1.00 35.67 C +ATOM 629 CG1 VAL A 929 -5.130 -14.225 -6.617 1.00 35.66 C +ATOM 630 CG2 VAL A 929 -6.643 -15.756 -7.910 1.00 35.86 C +ATOM 631 H VAL A 929 -6.365 -14.309 -10.561 1.00 32.01 H +ATOM 632 HA VAL A 929 -7.179 -12.977 -8.034 1.00 31.43 H +ATOM 633 HB VAL A 929 -4.857 -14.854 -8.629 1.00 35.67 H +ATOM 634 HG11 VAL A 929 -4.714 -15.115 -6.143 1.00 35.66 H +ATOM 635 HG12 VAL A 929 -4.328 -13.487 -6.657 1.00 35.66 H +ATOM 636 HG13 VAL A 929 -5.914 -13.838 -5.965 1.00 35.66 H +ATOM 637 HG21 VAL A 929 -6.160 -16.590 -7.401 1.00 35.86 H +ATOM 638 HG22 VAL A 929 -7.545 -15.504 -7.357 1.00 35.86 H +ATOM 639 HG23 VAL A 929 -6.942 -16.112 -8.895 1.00 35.86 H +ATOM 640 N LYS A 930 -5.610 -11.055 -8.273 1.00 30.97 N +ATOM 641 CA LYS A 930 -4.688 -9.925 -8.224 1.00 30.96 C +ATOM 642 C LYS A 930 -3.874 -9.976 -6.925 1.00 37.68 C +ATOM 643 O LYS A 930 -4.421 -10.310 -5.875 1.00 36.55 O +ATOM 644 CB LYS A 930 -5.482 -8.618 -8.397 1.00 33.16 C +ATOM 645 CG LYS A 930 -4.599 -7.367 -8.542 1.00 48.15 C +ATOM 646 CD LYS A 930 -5.416 -6.121 -8.900 1.00 51.77 C +ATOM 647 CE LYS A 930 -4.523 -4.890 -9.108 1.00 60.76 C +ATOM 648 NZ LYS A 930 -5.318 -3.714 -9.493 1.00 63.79 N1+ +ATOM 649 H LYS A 930 -6.465 -10.954 -7.740 1.00 30.97 H +ATOM 650 HA LYS A 930 -3.992 -9.993 -9.053 1.00 30.96 H +ATOM 651 HB3 LYS A 930 -6.191 -8.486 -7.580 1.00 33.16 H +ATOM 652 HB2 LYS A 930 -6.087 -8.710 -9.299 1.00 33.16 H +ATOM 653 HG3 LYS A 930 -3.847 -7.538 -9.312 1.00 48.15 H +ATOM 654 HG2 LYS A 930 -4.040 -7.183 -7.626 1.00 48.15 H +ATOM 655 HD3 LYS A 930 -6.143 -5.928 -8.109 1.00 51.77 H +ATOM 656 HD2 LYS A 930 -5.995 -6.317 -9.804 1.00 51.77 H +ATOM 657 HE3 LYS A 930 -3.789 -5.088 -9.888 1.00 60.76 H +ATOM 658 HE2 LYS A 930 -3.969 -4.658 -8.199 1.00 60.76 H +ATOM 659 HZ1 LYS A 930 -5.988 -3.511 -8.759 1.00 63.79 H +ATOM 660 HZ2 LYS A 930 -4.721 -2.911 -9.618 1.00 63.79 H +ATOM 661 HZ3 LYS A 930 -5.818 -3.896 -10.350 1.00 63.79 H +ATOM 662 N ALA A 931 -2.580 -9.642 -7.031 1.00 37.96 N +ATOM 663 CA ALA A 931 -1.623 -9.687 -5.933 1.00 40.37 C +ATOM 664 C ALA A 931 -0.830 -8.379 -5.859 1.00 49.88 C +ATOM 665 O ALA A 931 -0.449 -7.826 -6.890 1.00 48.28 O +ATOM 666 CB ALA A 931 -0.678 -10.880 -6.150 1.00 41.64 C +ATOM 667 H ALA A 931 -2.209 -9.351 -7.928 1.00 37.96 H +ATOM 668 HA ALA A 931 -2.145 -9.825 -4.984 1.00 40.37 H +ATOM 669 HB1 ALA A 931 0.015 -10.988 -5.314 1.00 41.64 H +ATOM 670 HB2 ALA A 931 -1.235 -11.814 -6.232 1.00 41.64 H +ATOM 671 HB3 ALA A 931 -0.088 -10.766 -7.060 1.00 41.64 H +ATOM 672 N LEU A 932 -0.559 -7.956 -4.618 1.00 51.32 N +ATOM 673 CA LEU A 932 0.354 -6.877 -4.255 1.00 53.72 C +ATOM 674 C LEU A 932 1.768 -7.462 -4.129 1.00 62.30 C +ATOM 675 O LEU A 932 1.938 -8.492 -3.473 1.00 63.20 O +ATOM 676 CB LEU A 932 -0.203 -6.237 -2.959 1.00 54.88 C +ATOM 677 CG LEU A 932 0.643 -5.234 -2.140 1.00 61.02 C +ATOM 678 CD1 LEU A 932 1.578 -5.910 -1.118 1.00 63.21 C +ATOM 679 CD2 LEU A 932 1.333 -4.164 -3.002 1.00 63.43 C +ATOM 680 H LEU A 932 -0.898 -8.507 -3.839 1.00 51.32 H +ATOM 681 HA LEU A 932 0.353 -6.121 -5.044 1.00 53.72 H +ATOM 682 HB3 LEU A 932 -0.550 -7.017 -2.280 1.00 54.88 H +ATOM 683 HB2 LEU A 932 -1.098 -5.708 -3.275 1.00 54.88 H +ATOM 684 HG LEU A 932 -0.082 -4.685 -1.537 1.00 61.02 H +ATOM 685 HD11 LEU A 932 2.578 -5.486 -1.128 1.00 63.21 H +ATOM 686 HD12 LEU A 932 1.192 -5.785 -0.107 1.00 63.21 H +ATOM 687 HD13 LEU A 932 1.671 -6.983 -1.281 1.00 63.21 H +ATOM 688 HD21 LEU A 932 1.351 -3.201 -2.490 1.00 63.43 H +ATOM 689 HD22 LEU A 932 2.361 -4.440 -3.233 1.00 63.43 H +ATOM 690 HD23 LEU A 932 0.815 -4.017 -3.948 1.00 63.43 H +ATOM 691 N LYS A 933 2.746 -6.805 -4.775 1.00 61.35 N +ATOM 692 CA LYS A 933 4.151 -7.223 -4.806 1.00 63.52 C +ATOM 693 C LYS A 933 4.791 -7.220 -3.401 1.00 70.14 C +ATOM 694 O LYS A 933 4.505 -6.330 -2.602 1.00 70.50 O +ATOM 695 CB LYS A 933 4.920 -6.342 -5.819 1.00 66.45 C +ATOM 696 CG LYS A 933 5.118 -4.872 -5.401 1.00 83.56 C +ATOM 697 CD LYS A 933 5.932 -4.051 -6.408 1.00 96.14 C +ATOM 698 CE LYS A 933 6.299 -2.668 -5.844 1.00107.75 C +ATOM 699 NZ LYS A 933 7.319 -1.991 -6.663 1.00116.59 N1+ +ATOM 700 H LYS A 933 2.523 -5.965 -5.289 1.00 61.35 H +ATOM 701 HA LYS A 933 4.168 -8.249 -5.180 1.00 63.52 H +ATOM 702 HB3 LYS A 933 4.426 -6.386 -6.790 1.00 66.45 H +ATOM 703 HB2 LYS A 933 5.906 -6.784 -5.971 1.00 66.45 H +ATOM 704 HG3 LYS A 933 5.647 -4.840 -4.451 1.00 83.56 H +ATOM 705 HG2 LYS A 933 4.149 -4.396 -5.240 1.00 83.56 H +ATOM 706 HD3 LYS A 933 5.354 -3.933 -7.326 1.00 96.14 H +ATOM 707 HD2 LYS A 933 6.830 -4.606 -6.684 1.00 96.14 H +ATOM 708 HE3 LYS A 933 6.712 -2.771 -4.840 1.00107.75 H +ATOM 709 HE2 LYS A 933 5.413 -2.038 -5.765 1.00107.75 H +ATOM 710 HZ1 LYS A 933 8.154 -2.563 -6.671 1.00116.59 H +ATOM 711 HZ2 LYS A 933 6.989 -1.866 -7.610 1.00116.59 H +ATOM 712 HZ3 LYS A 933 7.539 -1.092 -6.261 1.00116.59 H +ATOM 713 N ALA A 934 5.650 -8.217 -3.131 1.00 68.33 N +ATOM 714 CA ALA A 934 6.298 -8.425 -1.831 1.00 69.84 C +ATOM 715 C ALA A 934 7.265 -7.306 -1.401 1.00 75.29 C +ATOM 716 O ALA A 934 7.435 -7.096 -0.201 1.00 75.68 O +ATOM 717 CB ALA A 934 7.019 -9.781 -1.846 1.00 71.23 C +ATOM 718 H ALA A 934 5.847 -8.909 -3.840 1.00 68.33 H +ATOM 719 HA ALA A 934 5.511 -8.468 -1.076 1.00 69.84 H +ATOM 720 HB1 ALA A 934 7.460 -10.006 -0.874 1.00 71.23 H +ATOM 721 HB2 ALA A 934 6.330 -10.591 -2.085 1.00 71.23 H +ATOM 722 HB3 ALA A 934 7.820 -9.799 -2.587 1.00 71.23 H +ATOM 723 N ASP A 935 7.863 -6.609 -2.380 1.00 72.17 N +ATOM 724 CA ASP A 935 8.836 -5.527 -2.197 1.00 73.50 C +ATOM 725 C ASP A 935 8.185 -4.144 -1.962 1.00 75.83 C +ATOM 726 O ASP A 935 8.922 -3.179 -1.754 1.00 76.32 O +ATOM 727 CB ASP A 935 9.864 -5.475 -3.361 1.00 76.23 C +ATOM 728 CG ASP A 935 9.276 -5.328 -4.776 1.00 89.05 C +ATOM 729 OD1 ASP A 935 8.665 -6.306 -5.264 1.00 88.80 O +ATOM 730 OD2 ASP A 935 9.356 -4.200 -5.311 1.00 97.21 O1- +ATOM 731 H ASP A 935 7.672 -6.851 -3.344 1.00 72.17 H +ATOM 732 HA ASP A 935 9.406 -5.746 -1.292 1.00 73.50 H +ATOM 733 HB3 ASP A 935 10.432 -6.406 -3.352 1.00 76.23 H +ATOM 734 HB2 ASP A 935 10.609 -4.697 -3.179 1.00 76.23 H +ATOM 735 N ALA A 936 6.842 -4.054 -1.996 1.00 70.25 N +ATOM 736 CA ALA A 936 6.074 -2.822 -1.798 1.00 69.55 C +ATOM 737 C ALA A 936 6.250 -2.196 -0.405 1.00 73.05 C +ATOM 738 O ALA A 936 6.327 -2.920 0.589 1.00 73.05 O +ATOM 739 CB ALA A 936 4.591 -3.122 -2.034 1.00 68.72 C +ATOM 740 H ALA A 936 6.301 -4.891 -2.162 1.00 70.25 H +ATOM 741 HA ALA A 936 6.404 -2.099 -2.546 1.00 69.55 H +ATOM 742 HB1 ALA A 936 3.968 -2.252 -1.839 1.00 68.72 H +ATOM 743 HB2 ALA A 936 4.413 -3.419 -3.064 1.00 68.72 H +ATOM 744 HB3 ALA A 936 4.241 -3.921 -1.381 1.00 68.72 H +ATOM 745 N GLY A 937 6.263 -0.854 -0.374 1.00 68.94 N +ATOM 746 CA GLY A 937 6.335 -0.057 0.850 1.00 69.45 C +ATOM 747 C GLY A 937 4.933 0.143 1.460 1.00 71.44 C +ATOM 748 O GLY A 937 3.934 -0.265 0.865 1.00 69.33 O +ATOM 749 H GLY A 937 6.175 -0.344 -1.241 1.00 68.94 H +ATOM 750 HA3 GLY A 937 6.771 0.911 0.607 1.00 69.45 H +ATOM 751 HA2 GLY A 937 6.996 -0.534 1.576 1.00 69.45 H +ATOM 752 N PRO A 938 4.847 0.779 2.651 1.00 68.74 N +ATOM 753 CA PRO A 938 3.589 0.933 3.409 1.00 68.21 C +ATOM 754 C PRO A 938 2.501 1.788 2.729 1.00 71.10 C +ATOM 755 O PRO A 938 1.321 1.556 2.990 1.00 70.04 O +ATOM 756 CB PRO A 938 4.043 1.532 4.751 1.00 71.88 C +ATOM 757 CG PRO A 938 5.339 2.259 4.429 1.00 77.34 C +ATOM 758 CD PRO A 938 5.977 1.366 3.372 1.00 72.04 C +ATOM 759 HA PRO A 938 3.163 -0.053 3.593 1.00 68.21 H +ATOM 760 HB3 PRO A 938 4.244 0.723 5.455 1.00 71.88 H +ATOM 761 HB2 PRO A 938 3.305 2.188 5.216 1.00 71.88 H +ATOM 762 HG3 PRO A 938 5.975 2.421 5.300 1.00 77.34 H +ATOM 763 HG2 PRO A 938 5.111 3.233 3.994 1.00 77.34 H +ATOM 764 HD2 PRO A 938 6.648 1.939 2.732 1.00 72.04 H +ATOM 765 HD3 PRO A 938 6.549 0.565 3.842 1.00 72.04 H +ATOM 766 N GLN A 939 2.905 2.724 1.853 1.00 67.61 N +ATOM 767 CA GLN A 939 2.021 3.560 1.038 1.00 66.36 C +ATOM 768 C GLN A 939 1.200 2.757 0.008 1.00 68.88 C +ATOM 769 O GLN A 939 0.018 3.051 -0.168 1.00 67.37 O +ATOM 770 CB GLN A 939 2.817 4.723 0.389 1.00 68.30 C +ATOM 771 CG GLN A 939 3.855 4.379 -0.712 1.00 77.62 C +ATOM 772 CD GLN A 939 5.122 3.666 -0.222 1.00 79.26 C +ATOM 773 OE1 GLN A 939 5.529 3.809 0.929 1.00 70.91 O +ATOM 774 NE2 GLN A 939 5.769 2.907 -1.106 1.00 67.19 N +ATOM 775 H GLN A 939 3.896 2.872 1.712 1.00 67.61 H +ATOM 776 HA GLN A 939 1.304 4.015 1.725 1.00 66.36 H +ATOM 777 HB3 GLN A 939 3.296 5.311 1.174 1.00 68.30 H +ATOM 778 HB2 GLN A 939 2.092 5.403 -0.059 1.00 68.30 H +ATOM 779 HG3 GLN A 939 4.183 5.309 -1.175 1.00 77.62 H +ATOM 780 HG2 GLN A 939 3.393 3.803 -1.513 1.00 77.62 H +ATOM 781 HE22 GLN A 939 6.630 2.450 -0.845 1.00 67.19 H +ATOM 782 HE21 GLN A 939 5.407 2.784 -2.042 1.00 67.19 H +ATOM 783 N HIS A 940 1.825 1.743 -0.617 1.00 64.95 N +ATOM 784 CA HIS A 940 1.173 0.836 -1.562 1.00 63.06 C +ATOM 785 C HIS A 940 0.336 -0.247 -0.865 1.00 62.55 C +ATOM 786 O HIS A 940 -0.666 -0.669 -1.435 1.00 60.85 O +ATOM 787 CB HIS A 940 2.221 0.189 -2.485 1.00 64.66 C +ATOM 788 CG HIS A 940 2.915 1.133 -3.435 1.00 69.42 C +ATOM 789 ND1 HIS A 940 4.296 1.361 -3.394 1.00 71.01 N +ATOM 790 CD2 HIS A 940 2.373 1.877 -4.463 1.00 73.12 C +ATOM 791 CE1 HIS A 940 4.528 2.217 -4.381 1.00 71.34 C +ATOM 792 NE2 HIS A 940 3.425 2.560 -5.046 1.00 72.94 N +ATOM 793 H HIS A 940 2.793 1.547 -0.404 1.00 64.95 H +ATOM 794 HA HIS A 940 0.488 1.415 -2.185 1.00 63.06 H +ATOM 795 HB3 HIS A 940 1.764 -0.598 -3.086 1.00 64.66 H +ATOM 796 HB2 HIS A 940 2.982 -0.293 -1.874 1.00 64.66 H +ATOM 797 HD2 HIS A 940 1.359 1.973 -4.821 1.00 73.12 H +ATOM 798 HE1 HIS A 940 5.511 2.597 -4.622 1.00 71.34 H +ATOM 799 HE2 HIS A 940 3.370 3.192 -5.834 1.00 72.94 H +ATOM 800 N ARG A 941 0.746 -0.666 0.344 1.00 57.11 N +ATOM 801 CA ARG A 941 0.052 -1.670 1.157 1.00 55.94 C +ATOM 802 C ARG A 941 -1.244 -1.135 1.786 1.00 58.15 C +ATOM 803 O ARG A 941 -2.224 -1.878 1.834 1.00 56.90 O +ATOM 804 CB ARG A 941 1.002 -2.196 2.248 1.00 56.27 C +ATOM 805 CG ARG A 941 2.156 -3.035 1.684 1.00 60.46 C +ATOM 806 CD ARG A 941 3.217 -3.361 2.743 1.00 68.18 C +ATOM 807 NE ARG A 941 4.165 -4.372 2.252 1.00 73.45 N +ATOM 808 CZ ARG A 941 4.018 -5.707 2.308 1.00 81.37 C +ATOM 809 NH1 ARG A 941 2.961 -6.288 2.896 1.00 62.04 N +ATOM 810 NH2 ARG A 941 4.956 -6.483 1.753 1.00 66.65 N1+ +ATOM 811 H ARG A 941 1.591 -0.278 0.739 1.00 57.11 H +ATOM 812 HA ARG A 941 -0.219 -2.508 0.511 1.00 55.94 H +ATOM 813 HB3 ARG A 941 0.446 -2.825 2.943 1.00 56.27 H +ATOM 814 HB2 ARG A 941 1.388 -1.363 2.836 1.00 56.27 H +ATOM 815 HG3 ARG A 941 2.640 -2.439 0.911 1.00 60.46 H +ATOM 816 HG2 ARG A 941 1.797 -3.928 1.174 1.00 60.46 H +ATOM 817 HD3 ARG A 941 2.794 -3.586 3.722 1.00 68.18 H +ATOM 818 HD2 ARG A 941 3.836 -2.474 2.881 1.00 68.18 H +ATOM 819 HE ARG A 941 4.974 -4.003 1.765 1.00 73.45 H +ATOM 820 HH12 ARG A 941 2.887 -7.298 2.921 1.00 62.04 H +ATOM 821 HH11 ARG A 941 2.246 -5.725 3.329 1.00 62.04 H +ATOM 822 HH22 ARG A 941 4.856 -7.489 1.785 1.00 66.65 H +ATOM 823 HH21 ARG A 941 5.763 -6.083 1.293 1.00 66.65 H +ATOM 824 N SER A 942 -1.239 0.131 2.236 1.00 54.55 N +ATOM 825 CA SER A 942 -2.417 0.822 2.767 1.00 53.96 C +ATOM 826 C SER A 942 -3.462 1.145 1.681 1.00 53.99 C +ATOM 827 O SER A 942 -4.658 1.084 1.968 1.00 53.04 O +ATOM 828 CB SER A 942 -1.974 2.067 3.564 1.00 59.58 C +ATOM 829 OG SER A 942 -1.436 3.085 2.742 1.00 72.10 O +ATOM 830 H SER A 942 -0.386 0.673 2.189 1.00 54.55 H +ATOM 831 HA SER A 942 -2.895 0.143 3.476 1.00 53.96 H +ATOM 832 HB3 SER A 942 -1.237 1.795 4.320 1.00 59.58 H +ATOM 833 HB2 SER A 942 -2.827 2.484 4.101 1.00 59.58 H +ATOM 834 HG SER A 942 -0.537 2.843 2.506 1.00 72.10 H +ATOM 835 N GLY A 943 -2.996 1.435 0.454 1.00 48.43 N +ATOM 836 CA GLY A 943 -3.852 1.679 -0.702 1.00 46.49 C +ATOM 837 C GLY A 943 -4.391 0.364 -1.290 1.00 48.75 C +ATOM 838 O GLY A 943 -5.500 0.360 -1.821 1.00 47.89 O +ATOM 839 H GLY A 943 -1.998 1.478 0.302 1.00 48.43 H +ATOM 840 HA3 GLY A 943 -3.269 2.198 -1.462 1.00 46.49 H +ATOM 841 HA2 GLY A 943 -4.681 2.335 -0.430 1.00 46.49 H +ATOM 842 N TRP A 944 -3.627 -0.738 -1.184 1.00 44.46 N +ATOM 843 CA TRP A 944 -4.021 -2.081 -1.615 1.00 42.89 C +ATOM 844 C TRP A 944 -5.169 -2.670 -0.781 1.00 46.22 C +ATOM 845 O TRP A 944 -6.091 -3.245 -1.358 1.00 45.15 O +ATOM 846 CB TRP A 944 -2.793 -3.010 -1.631 1.00 42.12 C +ATOM 847 CG TRP A 944 -3.080 -4.467 -1.824 1.00 42.65 C +ATOM 848 CD1 TRP A 944 -2.885 -5.439 -0.904 1.00 46.33 C +ATOM 849 CD2 TRP A 944 -3.681 -5.119 -2.981 1.00 41.21 C +ATOM 850 NE1 TRP A 944 -3.284 -6.649 -1.429 1.00 45.34 N +ATOM 851 CE2 TRP A 944 -3.782 -6.515 -2.707 1.00 45.67 C +ATOM 852 CE3 TRP A 944 -4.149 -4.674 -4.238 1.00 41.70 C +ATOM 853 CZ2 TRP A 944 -4.298 -7.428 -3.640 1.00 44.10 C +ATOM 854 CZ3 TRP A 944 -4.676 -5.579 -5.179 1.00 42.27 C +ATOM 855 CH2 TRP A 944 -4.740 -6.953 -4.884 1.00 43.10 C +ATOM 856 H TRP A 944 -2.705 -0.662 -0.777 1.00 44.46 H +ATOM 857 HA TRP A 944 -4.393 -2.009 -2.639 1.00 42.89 H +ATOM 858 HB3 TRP A 944 -2.239 -2.906 -0.699 1.00 42.12 H +ATOM 859 HB2 TRP A 944 -2.112 -2.699 -2.425 1.00 42.12 H +ATOM 860 HD1 TRP A 944 -2.471 -5.278 0.081 1.00 46.33 H +ATOM 861 HE1 TRP A 944 -3.228 -7.524 -0.922 1.00 45.34 H +ATOM 862 HE3 TRP A 944 -4.103 -3.624 -4.481 1.00 41.70 H +ATOM 863 HZ2 TRP A 944 -4.352 -8.480 -3.407 1.00 44.10 H +ATOM 864 HZ3 TRP A 944 -5.029 -5.218 -6.131 1.00 42.27 H +ATOM 865 HH2 TRP A 944 -5.129 -7.641 -5.615 1.00 43.10 H +ATOM 866 N LYS A 945 -5.105 -2.485 0.550 1.00 43.92 N +ATOM 867 CA LYS A 945 -6.191 -2.822 1.471 1.00 44.34 C +ATOM 868 C LYS A 945 -7.476 -2.042 1.160 1.00 46.56 C +ATOM 869 O LYS A 945 -8.554 -2.623 1.243 1.00 45.36 O +ATOM 870 CB LYS A 945 -5.751 -2.571 2.926 1.00 49.05 C +ATOM 871 CG LYS A 945 -4.726 -3.589 3.445 1.00 67.10 C +ATOM 872 CD LYS A 945 -4.305 -3.287 4.894 1.00 82.17 C +ATOM 873 CE LYS A 945 -3.208 -4.218 5.438 1.00 95.75 C +ATOM 874 NZ LYS A 945 -1.895 -3.952 4.822 1.00106.63 N1+ +ATOM 875 H LYS A 945 -4.304 -2.017 0.951 1.00 43.92 H +ATOM 876 HA LYS A 945 -6.411 -3.885 1.350 1.00 44.34 H +ATOM 877 HB3 LYS A 945 -6.625 -2.624 3.579 1.00 49.05 H +ATOM 878 HB2 LYS A 945 -5.361 -1.556 3.025 1.00 49.05 H +ATOM 879 HG3 LYS A 945 -3.858 -3.605 2.789 1.00 67.10 H +ATOM 880 HG2 LYS A 945 -5.156 -4.590 3.397 1.00 67.10 H +ATOM 881 HD3 LYS A 945 -5.182 -3.377 5.537 1.00 82.17 H +ATOM 882 HD2 LYS A 945 -3.988 -2.245 4.978 1.00 82.17 H +ATOM 883 HE3 LYS A 945 -3.481 -5.262 5.281 1.00 95.75 H +ATOM 884 HE2 LYS A 945 -3.108 -4.074 6.514 1.00 95.75 H +ATOM 885 HZ1 LYS A 945 -1.958 -4.096 3.824 1.00106.63 H +ATOM 886 HZ2 LYS A 945 -1.626 -2.996 5.006 1.00106.63 H +ATOM 887 HZ3 LYS A 945 -1.206 -4.578 5.214 1.00106.63 H +ATOM 888 N GLN A 946 -7.327 -0.768 0.757 1.00 43.11 N +ATOM 889 CA GLN A 946 -8.435 0.101 0.379 1.00 42.59 C +ATOM 890 C GLN A 946 -9.104 -0.329 -0.944 1.00 44.21 C +ATOM 891 O GLN A 946 -10.323 -0.212 -1.029 1.00 44.62 O +ATOM 892 CB GLN A 946 -7.949 1.562 0.342 1.00 44.07 C +ATOM 893 CG GLN A 946 -9.112 2.570 0.435 1.00 72.22 C +ATOM 894 CD GLN A 946 -8.722 4.039 0.262 1.00 92.80 C +ATOM 895 OE1 GLN A 946 -9.605 4.886 0.154 1.00 86.97 O +ATOM 896 NE2 GLN A 946 -7.426 4.364 0.235 1.00 85.94 N +ATOM 897 H GLN A 946 -6.402 -0.366 0.700 1.00 43.11 H +ATOM 898 HA GLN A 946 -9.185 0.018 1.169 1.00 42.59 H +ATOM 899 HB3 GLN A 946 -7.370 1.733 -0.566 1.00 44.07 H +ATOM 900 HB2 GLN A 946 -7.272 1.737 1.180 1.00 44.07 H +ATOM 901 HG3 GLN A 946 -9.613 2.463 1.399 1.00 72.22 H +ATOM 902 HG2 GLN A 946 -9.861 2.347 -0.322 1.00 72.22 H +ATOM 903 HE22 GLN A 946 -7.136 5.321 0.106 1.00 85.94 H +ATOM 904 HE21 GLN A 946 -6.724 3.644 0.323 1.00 85.94 H +ATOM 905 N GLU A 947 -8.341 -0.874 -1.917 1.00 38.42 N +ATOM 906 CA GLU A 947 -8.896 -1.497 -3.128 1.00 36.42 C +ATOM 907 C GLU A 947 -9.773 -2.720 -2.812 1.00 41.24 C +ATOM 908 O GLU A 947 -10.865 -2.832 -3.369 1.00 41.44 O +ATOM 909 CB GLU A 947 -7.793 -1.835 -4.165 1.00 36.47 C +ATOM 910 CG GLU A 947 -8.321 -2.647 -5.383 1.00 37.83 C +ATOM 911 CD GLU A 947 -7.332 -2.963 -6.510 1.00 51.81 C +ATOM 912 OE1 GLU A 947 -6.118 -2.704 -6.360 1.00 50.51 O +ATOM 913 OE2 GLU A 947 -7.819 -3.483 -7.537 1.00 44.67 O1- +ATOM 914 H GLU A 947 -7.338 -0.927 -1.800 1.00 38.42 H +ATOM 915 HA GLU A 947 -9.549 -0.755 -3.593 1.00 36.42 H +ATOM 916 HB3 GLU A 947 -6.983 -2.382 -3.682 1.00 36.47 H +ATOM 917 HB2 GLU A 947 -7.355 -0.901 -4.515 1.00 36.47 H +ATOM 918 HG3 GLU A 947 -9.177 -2.127 -5.813 1.00 37.83 H +ATOM 919 HG2 GLU A 947 -8.692 -3.617 -5.051 1.00 37.83 H +ATOM 920 N ILE A 948 -9.272 -3.599 -1.926 1.00 37.07 N +ATOM 921 CA ILE A 948 -9.967 -4.801 -1.461 1.00 37.44 C +ATOM 922 C ILE A 948 -11.283 -4.464 -0.730 1.00 42.50 C +ATOM 923 O ILE A 948 -12.288 -5.117 -1.003 1.00 40.78 O +ATOM 924 CB ILE A 948 -9.054 -5.688 -0.558 1.00 40.85 C +ATOM 925 CG1 ILE A 948 -7.887 -6.291 -1.375 1.00 40.33 C +ATOM 926 CG2 ILE A 948 -9.796 -6.814 0.199 1.00 41.59 C +ATOM 927 CD1 ILE A 948 -6.671 -6.699 -0.527 1.00 45.34 C +ATOM 928 H ILE A 948 -8.358 -3.431 -1.528 1.00 37.07 H +ATOM 929 HA ILE A 948 -10.228 -5.382 -2.348 1.00 37.44 H +ATOM 930 HB ILE A 948 -8.610 -5.037 0.195 1.00 40.85 H +ATOM 931 HG13 ILE A 948 -7.538 -5.577 -2.122 1.00 40.33 H +ATOM 932 HG12 ILE A 948 -8.245 -7.151 -1.939 1.00 40.33 H +ATOM 933 HG21 ILE A 948 -9.110 -7.460 0.744 1.00 41.59 H +ATOM 934 HG22 ILE A 948 -10.494 -6.421 0.937 1.00 41.59 H +ATOM 935 HG23 ILE A 948 -10.361 -7.442 -0.491 1.00 41.59 H +ATOM 936 HD11 ILE A 948 -6.199 -7.594 -0.931 1.00 45.34 H +ATOM 937 HD12 ILE A 948 -5.924 -5.906 -0.520 1.00 45.34 H +ATOM 938 HD13 ILE A 948 -6.932 -6.902 0.510 1.00 45.34 H +ATOM 939 N ASP A 949 -11.260 -3.427 0.129 1.00 41.37 N +ATOM 940 CA ASP A 949 -12.433 -2.867 0.812 1.00 43.58 C +ATOM 941 C ASP A 949 -13.472 -2.293 -0.166 1.00 46.27 C +ATOM 942 O ASP A 949 -14.650 -2.611 -0.023 1.00 45.58 O +ATOM 943 CB ASP A 949 -12.082 -1.793 1.877 1.00 47.36 C +ATOM 944 CG ASP A 949 -11.137 -2.216 3.016 1.00 66.46 C +ATOM 945 OD1 ASP A 949 -11.033 -3.431 3.296 1.00 66.64 O +ATOM 946 OD2 ASP A 949 -10.616 -1.293 3.681 1.00 76.34 O1- +ATOM 947 H ASP A 949 -10.380 -2.965 0.319 1.00 41.37 H +ATOM 948 HA ASP A 949 -12.919 -3.699 1.326 1.00 43.58 H +ATOM 949 HB3 ASP A 949 -13.001 -1.432 2.342 1.00 47.36 H +ATOM 950 HB2 ASP A 949 -11.627 -0.936 1.377 1.00 47.36 H +ATOM 951 N ILE A 950 -13.021 -1.484 -1.143 1.00 42.07 N +ATOM 952 CA ILE A 950 -13.865 -0.856 -2.165 1.00 41.21 C +ATOM 953 C ILE A 950 -14.584 -1.879 -3.065 1.00 44.57 C +ATOM 954 O ILE A 950 -15.796 -1.776 -3.223 1.00 44.89 O +ATOM 955 CB ILE A 950 -13.074 0.179 -3.030 1.00 43.50 C +ATOM 956 CG1 ILE A 950 -12.772 1.447 -2.199 1.00 44.25 C +ATOM 957 CG2 ILE A 950 -13.743 0.588 -4.366 1.00 43.82 C +ATOM 958 CD1 ILE A 950 -11.740 2.389 -2.835 1.00 47.81 C +ATOM 959 H ILE A 950 -12.034 -1.263 -1.187 1.00 42.07 H +ATOM 960 HA ILE A 950 -14.646 -0.310 -1.630 1.00 41.21 H +ATOM 961 HB ILE A 950 -12.115 -0.277 -3.283 1.00 43.50 H +ATOM 962 HG13 ILE A 950 -12.436 1.183 -1.197 1.00 44.25 H +ATOM 963 HG12 ILE A 950 -13.700 1.993 -2.049 1.00 44.25 H +ATOM 964 HG21 ILE A 950 -13.176 1.363 -4.881 1.00 43.82 H +ATOM 965 HG22 ILE A 950 -13.808 -0.244 -5.066 1.00 43.82 H +ATOM 966 HG23 ILE A 950 -14.750 0.974 -4.203 1.00 43.82 H +ATOM 967 HD11 ILE A 950 -11.203 2.958 -2.077 1.00 47.81 H +ATOM 968 HD12 ILE A 950 -11.002 1.842 -3.421 1.00 47.81 H +ATOM 969 HD13 ILE A 950 -12.224 3.110 -3.494 1.00 47.81 H +ATOM 970 N LEU A 951 -13.844 -2.860 -3.609 1.00 41.27 N +ATOM 971 CA LEU A 951 -14.394 -3.889 -4.496 1.00 41.85 C +ATOM 972 C LEU A 951 -15.322 -4.889 -3.774 1.00 47.62 C +ATOM 973 O LEU A 951 -16.249 -5.398 -4.403 1.00 47.54 O +ATOM 974 CB LEU A 951 -13.231 -4.574 -5.249 1.00 41.42 C +ATOM 975 CG LEU A 951 -13.649 -5.508 -6.410 1.00 46.53 C +ATOM 976 CD1 LEU A 951 -14.414 -4.752 -7.521 1.00 46.18 C +ATOM 977 CD2 LEU A 951 -12.432 -6.278 -6.956 1.00 49.35 C +ATOM 978 H LEU A 951 -12.847 -2.896 -3.436 1.00 41.27 H +ATOM 979 HA LEU A 951 -15.012 -3.367 -5.227 1.00 41.85 H +ATOM 980 HB3 LEU A 951 -12.633 -5.137 -4.530 1.00 41.42 H +ATOM 981 HB2 LEU A 951 -12.564 -3.808 -5.649 1.00 41.42 H +ATOM 982 HG LEU A 951 -14.325 -6.266 -6.019 1.00 46.53 H +ATOM 983 HD11 LEU A 951 -14.019 -4.940 -8.518 1.00 46.18 H +ATOM 984 HD12 LEU A 951 -15.464 -5.047 -7.534 1.00 46.18 H +ATOM 985 HD13 LEU A 951 -14.385 -3.672 -7.381 1.00 46.18 H +ATOM 986 HD21 LEU A 951 -12.413 -6.333 -8.044 1.00 49.35 H +ATOM 987 HD22 LEU A 951 -11.496 -5.819 -6.643 1.00 49.35 H +ATOM 988 HD23 LEU A 951 -12.429 -7.303 -6.584 1.00 49.35 H +ATOM 989 N ARG A 952 -15.086 -5.118 -2.470 1.00 45.43 N +ATOM 990 CA ARG A 952 -15.912 -5.959 -1.601 1.00 47.25 C +ATOM 991 C ARG A 952 -17.298 -5.357 -1.286 1.00 52.09 C +ATOM 992 O ARG A 952 -18.247 -6.129 -1.145 1.00 53.68 O +ATOM 993 CB ARG A 952 -15.091 -6.318 -0.340 1.00 49.60 C +ATOM 994 CG ARG A 952 -15.843 -7.068 0.779 1.00 64.86 C +ATOM 995 CD ARG A 952 -14.937 -7.823 1.770 1.00 76.56 C +ATOM 996 NE ARG A 952 -13.881 -6.986 2.376 1.00 87.65 N +ATOM 997 CZ ARG A 952 -12.715 -7.407 2.908 1.00104.51 C +ATOM 998 NH1 ARG A 952 -12.352 -8.699 2.914 1.00 93.37 N +ATOM 999 NH2 ARG A 952 -11.884 -6.512 3.453 1.00 92.17 N1+ +ATOM 1000 H ARG A 952 -14.301 -4.663 -2.025 1.00 45.43 H +ATOM 1001 HA ARG A 952 -16.101 -6.892 -2.134 1.00 47.25 H +ATOM 1002 HB3 ARG A 952 -14.697 -5.398 0.092 1.00 49.60 H +ATOM 1003 HB2 ARG A 952 -14.226 -6.906 -0.649 1.00 49.60 H +ATOM 1004 HG3 ARG A 952 -16.421 -7.837 0.264 1.00 64.86 H +ATOM 1005 HG2 ARG A 952 -16.577 -6.448 1.297 1.00 64.86 H +ATOM 1006 HD3 ARG A 952 -14.592 -8.768 1.357 1.00 76.56 H +ATOM 1007 HD2 ARG A 952 -15.557 -8.089 2.626 1.00 76.56 H +ATOM 1008 HE ARG A 952 -14.078 -5.996 2.402 1.00 87.65 H +ATOM 1009 HH12 ARG A 952 -11.476 -8.988 3.325 1.00 93.37 H +ATOM 1010 HH11 ARG A 952 -12.951 -9.389 2.485 1.00 93.37 H +ATOM 1011 HH22 ARG A 952 -12.087 -5.519 3.426 1.00 92.17 H +ATOM 1012 HH21 ARG A 952 -11.009 -6.805 3.861 1.00 92.17 H +ATOM 1013 N THR A 953 -17.407 -4.018 -1.203 1.00 47.85 N +ATOM 1014 CA THR A 953 -18.679 -3.317 -0.978 1.00 48.24 C +ATOM 1015 C THR A 953 -19.466 -3.052 -2.282 1.00 50.96 C +ATOM 1016 O THR A 953 -20.681 -2.871 -2.196 1.00 52.21 O +ATOM 1017 CB THR A 953 -18.474 -1.955 -0.257 1.00 56.81 C +ATOM 1018 OG1 THR A 953 -17.729 -1.035 -1.034 1.00 60.06 O +ATOM 1019 CG2 THR A 953 -17.848 -2.087 1.139 1.00 56.45 C +ATOM 1020 H THR A 953 -16.592 -3.432 -1.323 1.00 47.85 H +ATOM 1021 HA THR A 953 -19.313 -3.933 -0.338 1.00 48.24 H +ATOM 1022 HB THR A 953 -19.453 -1.494 -0.115 1.00 56.81 H +ATOM 1023 HG1 THR A 953 -17.579 -0.237 -0.518 1.00 60.06 H +ATOM 1024 HG21 THR A 953 -17.701 -1.110 1.601 1.00 56.45 H +ATOM 1025 HG22 THR A 953 -18.495 -2.666 1.798 1.00 56.45 H +ATOM 1026 HG23 THR A 953 -16.885 -2.591 1.111 1.00 56.45 H +ATOM 1027 N LEU A 954 -18.797 -3.053 -3.450 1.00 45.03 N +ATOM 1028 CA LEU A 954 -19.441 -2.879 -4.754 1.00 43.59 C +ATOM 1029 C LEU A 954 -20.046 -4.200 -5.254 1.00 47.51 C +ATOM 1030 O LEU A 954 -19.407 -5.248 -5.151 1.00 46.90 O +ATOM 1031 CB LEU A 954 -18.416 -2.343 -5.779 1.00 41.91 C +ATOM 1032 CG LEU A 954 -17.939 -0.893 -5.544 1.00 44.98 C +ATOM 1033 CD1 LEU A 954 -16.672 -0.604 -6.360 1.00 43.77 C +ATOM 1034 CD2 LEU A 954 -19.026 0.163 -5.817 1.00 45.62 C +ATOM 1035 H LEU A 954 -17.798 -3.203 -3.455 1.00 45.03 H +ATOM 1036 HA LEU A 954 -20.251 -2.157 -4.649 1.00 43.59 H +ATOM 1037 HB3 LEU A 954 -18.832 -2.405 -6.787 1.00 41.91 H +ATOM 1038 HB2 LEU A 954 -17.551 -3.010 -5.778 1.00 41.91 H +ATOM 1039 HG LEU A 954 -17.680 -0.790 -4.492 1.00 44.98 H +ATOM 1040 HD11 LEU A 954 -16.372 0.440 -6.268 1.00 43.77 H +ATOM 1041 HD12 LEU A 954 -15.835 -1.211 -6.014 1.00 43.77 H +ATOM 1042 HD13 LEU A 954 -16.821 -0.822 -7.417 1.00 43.77 H +ATOM 1043 HD21 LEU A 954 -18.846 1.060 -5.227 1.00 45.62 H +ATOM 1044 HD22 LEU A 954 -19.047 0.454 -6.867 1.00 45.62 H +ATOM 1045 HD23 LEU A 954 -20.022 -0.184 -5.556 1.00 45.62 H +ATOM 1046 N TYR A 955 -21.260 -4.105 -5.819 1.00 44.63 N +ATOM 1047 CA TYR A 955 -21.983 -5.219 -6.422 1.00 45.07 C +ATOM 1048 C TYR A 955 -22.881 -4.667 -7.538 1.00 45.96 C +ATOM 1049 O TYR A 955 -23.879 -4.007 -7.245 1.00 46.41 O +ATOM 1050 CB TYR A 955 -22.766 -5.994 -5.338 1.00 49.65 C +ATOM 1051 CG TYR A 955 -23.413 -7.280 -5.825 1.00 54.91 C +ATOM 1052 CD1 TYR A 955 -22.690 -8.491 -5.774 1.00 57.41 C +ATOM 1053 CD2 TYR A 955 -24.729 -7.275 -6.334 1.00 57.57 C +ATOM 1054 CE1 TYR A 955 -23.279 -9.687 -6.228 1.00 59.75 C +ATOM 1055 CE2 TYR A 955 -25.314 -8.469 -6.797 1.00 60.10 C +ATOM 1056 CZ TYR A 955 -24.590 -9.676 -6.742 1.00 68.68 C +ATOM 1057 OH TYR A 955 -25.161 -10.833 -7.187 1.00 72.06 O +ATOM 1058 H TYR A 955 -21.733 -3.211 -5.844 1.00 44.63 H +ATOM 1059 HA TYR A 955 -21.264 -5.905 -6.873 1.00 45.07 H +ATOM 1060 HB3 TYR A 955 -23.529 -5.356 -4.888 1.00 49.65 H +ATOM 1061 HB2 TYR A 955 -22.091 -6.258 -4.522 1.00 49.65 H +ATOM 1062 HD1 TYR A 955 -21.681 -8.504 -5.389 1.00 57.41 H +ATOM 1063 HD2 TYR A 955 -25.291 -6.353 -6.378 1.00 57.57 H +ATOM 1064 HE1 TYR A 955 -22.717 -10.608 -6.181 1.00 59.75 H +ATOM 1065 HE2 TYR A 955 -26.320 -8.458 -7.190 1.00 60.10 H +ATOM 1066 HH TYR A 955 -24.592 -11.599 -7.087 1.00 72.06 H +ATOM 1067 N HIS A 956 -22.500 -4.944 -8.794 1.00 39.68 N +ATOM 1068 CA HIS A 956 -23.212 -4.512 -9.996 1.00 38.26 C +ATOM 1069 C HIS A 956 -22.866 -5.445 -11.162 1.00 41.07 C +ATOM 1070 O HIS A 956 -21.760 -5.986 -11.208 1.00 39.48 O +ATOM 1071 CB HIS A 956 -22.844 -3.047 -10.318 1.00 37.69 C +ATOM 1072 CG HIS A 956 -23.836 -2.324 -11.193 1.00 40.30 C +ATOM 1073 ND1 HIS A 956 -23.676 -2.210 -12.577 1.00 40.74 N +ATOM 1074 CD2 HIS A 956 -25.002 -1.686 -10.825 1.00 42.24 C +ATOM 1075 CE1 HIS A 956 -24.733 -1.519 -12.984 1.00 40.29 C +ATOM 1076 NE2 HIS A 956 -25.550 -1.179 -11.989 1.00 41.53 N +ATOM 1077 H HIS A 956 -21.665 -5.494 -8.953 1.00 39.68 H +ATOM 1078 HA HIS A 956 -24.284 -4.585 -9.796 1.00 38.26 H +ATOM 1079 HB3 HIS A 956 -21.857 -2.986 -10.778 1.00 37.69 H +ATOM 1080 HB2 HIS A 956 -22.772 -2.476 -9.395 1.00 37.69 H +ATOM 1081 HD2 HIS A 956 -25.467 -1.557 -9.859 1.00 42.24 H +ATOM 1082 HE1 HIS A 956 -24.909 -1.252 -14.014 1.00 40.29 H +ATOM 1083 HE2 HIS A 956 -26.411 -0.655 -12.072 1.00 41.53 H +ATOM 1084 N GLU A 957 -23.808 -5.580 -12.110 1.00 37.79 N +ATOM 1085 CA GLU A 957 -23.646 -6.366 -13.338 1.00 37.07 C +ATOM 1086 C GLU A 957 -22.581 -5.811 -14.309 1.00 38.36 C +ATOM 1087 O GLU A 957 -22.069 -6.584 -15.119 1.00 38.29 O +ATOM 1088 CB GLU A 957 -25.017 -6.521 -14.032 1.00 39.83 C +ATOM 1089 CG GLU A 957 -25.639 -5.202 -14.545 1.00 51.33 C +ATOM 1090 CD GLU A 957 -26.973 -5.377 -15.283 1.00 75.08 C +ATOM 1091 OE1 GLU A 957 -27.876 -4.551 -15.023 1.00 76.02 O +ATOM 1092 OE2 GLU A 957 -27.077 -6.311 -16.109 1.00 61.54 O1- +ATOM 1093 H GLU A 957 -24.697 -5.109 -11.999 1.00 37.79 H +ATOM 1094 HA GLU A 957 -23.315 -7.363 -13.038 1.00 37.07 H +ATOM 1095 HB3 GLU A 957 -25.713 -7.007 -13.347 1.00 39.83 H +ATOM 1096 HB2 GLU A 957 -24.898 -7.214 -14.866 1.00 39.83 H +ATOM 1097 HG3 GLU A 957 -24.955 -4.731 -15.244 1.00 51.33 H +ATOM 1098 HG2 GLU A 957 -25.753 -4.493 -13.725 1.00 51.33 H +ATOM 1099 N HIS A 958 -22.266 -4.507 -14.202 1.00 33.06 N +ATOM 1100 CA HIS A 958 -21.263 -3.805 -15.008 1.00 30.23 C +ATOM 1101 C HIS A 958 -20.045 -3.370 -14.175 1.00 34.52 C +ATOM 1102 O HIS A 958 -19.363 -2.415 -14.546 1.00 33.24 O +ATOM 1103 CB HIS A 958 -21.913 -2.635 -15.775 1.00 29.49 C +ATOM 1104 CG HIS A 958 -23.094 -3.030 -16.626 1.00 32.84 C +ATOM 1105 ND1 HIS A 958 -23.069 -4.116 -17.483 1.00 34.50 N +ATOM 1106 CD2 HIS A 958 -24.367 -2.515 -16.722 1.00 35.61 C +ATOM 1107 CE1 HIS A 958 -24.286 -4.227 -18.018 1.00 34.74 C +ATOM 1108 NE2 HIS A 958 -25.123 -3.285 -17.606 1.00 35.88 N +ATOM 1109 H HIS A 958 -22.751 -3.939 -13.519 1.00 33.06 H +ATOM 1110 HA HIS A 958 -20.862 -4.495 -15.749 1.00 30.23 H +ATOM 1111 HB3 HIS A 958 -21.178 -2.172 -16.435 1.00 29.49 H +ATOM 1112 HB2 HIS A 958 -22.237 -1.860 -15.079 1.00 29.49 H +ATOM 1113 HD1 HIS A 958 -22.273 -4.714 -17.661 1.00 34.50 H +ATOM 1114 HD2 HIS A 958 -24.807 -1.676 -16.210 1.00 35.61 H +ATOM 1115 HE1 HIS A 958 -24.562 -4.994 -18.726 1.00 34.74 H +ATOM 1116 N ILE A 959 -19.758 -4.122 -13.102 1.00 33.55 N +ATOM 1117 CA ILE A 959 -18.513 -4.085 -12.339 1.00 33.44 C +ATOM 1118 C ILE A 959 -18.048 -5.543 -12.152 1.00 38.25 C +ATOM 1119 O ILE A 959 -18.891 -6.426 -11.973 1.00 38.75 O +ATOM 1120 CB ILE A 959 -18.700 -3.369 -10.959 1.00 37.20 C +ATOM 1121 CG1 ILE A 959 -18.910 -1.848 -11.173 1.00 36.98 C +ATOM 1122 CG2 ILE A 959 -17.554 -3.612 -9.949 1.00 38.30 C +ATOM 1123 CD1 ILE A 959 -19.229 -1.049 -9.902 1.00 43.20 C +ATOM 1124 H ILE A 959 -20.381 -4.880 -12.858 1.00 33.55 H +ATOM 1125 HA ILE A 959 -17.747 -3.561 -12.911 1.00 33.44 H +ATOM 1126 HB ILE A 959 -19.610 -3.762 -10.502 1.00 37.20 H +ATOM 1127 HG13 ILE A 959 -19.722 -1.677 -11.879 1.00 36.98 H +ATOM 1128 HG12 ILE A 959 -18.021 -1.424 -11.638 1.00 36.98 H +ATOM 1129 HG21 ILE A 959 -17.680 -3.036 -9.034 1.00 38.30 H +ATOM 1130 HG22 ILE A 959 -17.504 -4.652 -9.633 1.00 38.30 H +ATOM 1131 HG23 ILE A 959 -16.590 -3.347 -10.379 1.00 38.30 H +ATOM 1132 HD11 ILE A 959 -19.719 -0.110 -10.158 1.00 43.20 H +ATOM 1133 HD12 ILE A 959 -19.889 -1.604 -9.235 1.00 43.20 H +ATOM 1134 HD13 ILE A 959 -18.323 -0.797 -9.352 1.00 43.20 H +ATOM 1135 N ILE A 960 -16.722 -5.778 -12.199 1.00 34.04 N +ATOM 1136 CA ILE A 960 -16.103 -7.089 -11.969 1.00 34.30 C +ATOM 1137 C ILE A 960 -16.404 -7.598 -10.542 1.00 39.83 C +ATOM 1138 O ILE A 960 -16.171 -6.877 -9.571 1.00 39.81 O +ATOM 1139 CB ILE A 960 -14.562 -7.077 -12.223 1.00 35.69 C +ATOM 1140 CG1 ILE A 960 -13.980 -8.512 -12.252 1.00 36.05 C +ATOM 1141 CG2 ILE A 960 -13.761 -6.184 -11.246 1.00 35.48 C +ATOM 1142 CD1 ILE A 960 -12.566 -8.631 -12.844 1.00 37.96 C +ATOM 1143 H ILE A 960 -16.085 -5.009 -12.369 1.00 34.04 H +ATOM 1144 HA ILE A 960 -16.557 -7.774 -12.688 1.00 34.30 H +ATOM 1145 HB ILE A 960 -14.424 -6.656 -13.220 1.00 35.69 H +ATOM 1146 HG13 ILE A 960 -14.642 -9.150 -12.839 1.00 36.05 H +ATOM 1147 HG12 ILE A 960 -13.984 -8.936 -11.247 1.00 36.05 H +ATOM 1148 HG21 ILE A 960 -12.742 -6.020 -11.594 1.00 35.48 H +ATOM 1149 HG22 ILE A 960 -14.222 -5.203 -11.131 1.00 35.48 H +ATOM 1150 HG23 ILE A 960 -13.683 -6.633 -10.257 1.00 35.48 H +ATOM 1151 HD11 ILE A 960 -11.934 -9.264 -12.221 1.00 37.96 H +ATOM 1152 HD12 ILE A 960 -12.597 -9.084 -13.834 1.00 37.96 H +ATOM 1153 HD13 ILE A 960 -12.065 -7.670 -12.948 1.00 37.96 H +ATOM 1154 N LYS A 961 -16.984 -8.804 -10.450 1.00 38.47 N +ATOM 1155 CA LYS A 961 -17.508 -9.334 -9.197 1.00 40.15 C +ATOM 1156 C LYS A 961 -16.382 -9.870 -8.302 1.00 44.21 C +ATOM 1157 O LYS A 961 -15.549 -10.660 -8.753 1.00 42.58 O +ATOM 1158 CB LYS A 961 -18.572 -10.416 -9.471 1.00 43.99 C +ATOM 1159 CG LYS A 961 -19.531 -10.611 -8.279 1.00 65.82 C +ATOM 1160 CD LYS A 961 -20.376 -11.889 -8.358 1.00 82.27 C +ATOM 1161 CE LYS A 961 -19.590 -13.141 -7.933 1.00 98.09 C +ATOM 1162 NZ LYS A 961 -20.439 -14.344 -7.951 1.00108.33 N1+ +ATOM 1163 H LYS A 961 -17.162 -9.351 -11.285 1.00 38.47 H +ATOM 1164 HA LYS A 961 -18.005 -8.516 -8.672 1.00 40.15 H +ATOM 1165 HB3 LYS A 961 -18.087 -11.352 -9.750 1.00 43.99 H +ATOM 1166 HB2 LYS A 961 -19.179 -10.126 -10.330 1.00 43.99 H +ATOM 1167 HG3 LYS A 961 -20.200 -9.751 -8.233 1.00 65.82 H +ATOM 1168 HG2 LYS A 961 -18.986 -10.605 -7.335 1.00 65.82 H +ATOM 1169 HD3 LYS A 961 -20.746 -12.012 -9.378 1.00 82.27 H +ATOM 1170 HD2 LYS A 961 -21.259 -11.767 -7.729 1.00 82.27 H +ATOM 1171 HE3 LYS A 961 -19.197 -13.012 -6.923 1.00 98.09 H +ATOM 1172 HE2 LYS A 961 -18.735 -13.304 -8.589 1.00 98.09 H +ATOM 1173 HZ1 LYS A 961 -20.777 -14.500 -8.890 1.00108.33 H +ATOM 1174 HZ2 LYS A 961 -19.902 -15.143 -7.647 1.00108.33 H +ATOM 1175 HZ3 LYS A 961 -21.224 -14.213 -7.329 1.00108.33 H +ATOM 1176 N TYR A 962 -16.430 -9.444 -7.032 1.00 42.43 N +ATOM 1177 CA TYR A 962 -15.610 -9.940 -5.935 1.00 43.53 C +ATOM 1178 C TYR A 962 -16.001 -11.390 -5.592 1.00 47.09 C +ATOM 1179 O TYR A 962 -17.139 -11.625 -5.182 1.00 48.07 O +ATOM 1180 CB TYR A 962 -15.807 -8.977 -4.743 1.00 46.00 C +ATOM 1181 CG TYR A 962 -15.052 -9.322 -3.473 1.00 48.99 C +ATOM 1182 CD1 TYR A 962 -13.693 -8.973 -3.349 1.00 50.72 C +ATOM 1183 CD2 TYR A 962 -15.708 -9.972 -2.407 1.00 51.43 C +ATOM 1184 CE1 TYR A 962 -12.986 -9.292 -2.173 1.00 52.08 C +ATOM 1185 CE2 TYR A 962 -15.003 -10.287 -1.231 1.00 53.15 C +ATOM 1186 CZ TYR A 962 -13.638 -9.957 -1.118 1.00 59.98 C +ATOM 1187 OH TYR A 962 -12.946 -10.296 0.007 1.00 63.78 O +ATOM 1188 H TYR A 962 -17.144 -8.781 -6.769 1.00 42.43 H +ATOM 1189 HA TYR A 962 -14.562 -9.907 -6.242 1.00 43.53 H +ATOM 1190 HB3 TYR A 962 -16.868 -8.902 -4.498 1.00 46.00 H +ATOM 1191 HB2 TYR A 962 -15.510 -7.972 -5.041 1.00 46.00 H +ATOM 1192 HD1 TYR A 962 -13.193 -8.463 -4.159 1.00 50.72 H +ATOM 1193 HD2 TYR A 962 -16.752 -10.238 -2.492 1.00 51.43 H +ATOM 1194 HE1 TYR A 962 -11.942 -9.032 -2.085 1.00 52.08 H +ATOM 1195 HE2 TYR A 962 -15.506 -10.796 -0.421 1.00 53.15 H +ATOM 1196 HH TYR A 962 -12.006 -10.107 -0.068 1.00 63.78 H +ATOM 1197 N LYS A 963 -15.056 -12.326 -5.771 1.00 42.37 N +ATOM 1198 CA LYS A 963 -15.203 -13.726 -5.366 1.00 42.56 C +ATOM 1199 C LYS A 963 -14.894 -13.913 -3.870 1.00 48.47 C +ATOM 1200 O LYS A 963 -15.618 -14.649 -3.202 1.00 50.00 O +ATOM 1201 CB LYS A 963 -14.273 -14.612 -6.220 1.00 43.06 C +ATOM 1202 CG LYS A 963 -14.767 -14.929 -7.644 1.00 48.30 C +ATOM 1203 CD LYS A 963 -15.641 -16.192 -7.735 1.00 61.25 C +ATOM 1204 CE LYS A 963 -15.976 -16.567 -9.192 1.00 72.82 C +ATOM 1205 NZ LYS A 963 -16.598 -17.901 -9.298 1.00 84.70 N1+ +ATOM 1206 H LYS A 963 -14.146 -12.058 -6.119 1.00 42.37 H +ATOM 1207 HA LYS A 963 -16.234 -14.043 -5.540 1.00 42.56 H +ATOM 1208 HB3 LYS A 963 -14.079 -15.557 -5.715 1.00 43.06 H +ATOM 1209 HB2 LYS A 963 -13.305 -14.125 -6.282 1.00 43.06 H +ATOM 1210 HG3 LYS A 963 -13.891 -15.083 -8.273 1.00 48.30 H +ATOM 1211 HG2 LYS A 963 -15.294 -14.072 -8.064 1.00 48.30 H +ATOM 1212 HD3 LYS A 963 -16.561 -16.038 -7.170 1.00 61.25 H +ATOM 1213 HD2 LYS A 963 -15.118 -17.020 -7.253 1.00 61.25 H +ATOM 1214 HE3 LYS A 963 -15.071 -16.580 -9.798 1.00 72.82 H +ATOM 1215 HE2 LYS A 963 -16.640 -15.822 -9.633 1.00 72.82 H +ATOM 1216 HZ1 LYS A 963 -17.463 -17.922 -8.778 1.00 84.70 H +ATOM 1217 HZ2 LYS A 963 -16.786 -18.114 -10.268 1.00 84.70 H +ATOM 1218 HZ3 LYS A 963 -15.968 -18.599 -8.928 1.00 84.70 H +ATOM 1219 N GLY A 964 -13.828 -13.257 -3.383 1.00 44.37 N +ATOM 1220 CA GLY A 964 -13.322 -13.425 -2.026 1.00 45.35 C +ATOM 1221 C GLY A 964 -11.876 -12.923 -1.976 1.00 49.58 C +ATOM 1222 O GLY A 964 -11.436 -12.157 -2.835 1.00 45.71 O +ATOM 1223 H GLY A 964 -13.284 -12.660 -3.993 1.00 44.37 H +ATOM 1224 HA3 GLY A 964 -13.348 -14.475 -1.734 1.00 45.35 H +ATOM 1225 HA2 GLY A 964 -13.937 -12.871 -1.318 1.00 45.35 H +ATOM 1226 N CYS A 965 -11.142 -13.356 -0.943 1.00 49.54 N +ATOM 1227 CA CYS A 965 -9.711 -13.105 -0.776 1.00 51.02 C +ATOM 1228 C CYS A 965 -8.996 -14.425 -0.468 1.00 57.60 C +ATOM 1229 O CYS A 965 -9.612 -15.360 0.039 1.00 57.77 O +ATOM 1230 CB CYS A 965 -9.421 -12.070 0.332 1.00 52.68 C +ATOM 1231 SG CYS A 965 -9.626 -10.388 -0.314 1.00 55.96 S +ATOM 1232 H CYS A 965 -11.563 -13.969 -0.256 1.00 49.54 H +ATOM 1233 HA CYS A 965 -9.296 -12.749 -1.718 1.00 51.02 H +ATOM 1234 HB3 CYS A 965 -8.393 -12.146 0.688 1.00 52.68 H +ATOM 1235 HB2 CYS A 965 -10.070 -12.219 1.196 1.00 52.68 H +ATOM 1236 HG CYS A 965 -8.572 -10.428 -1.135 1.00 55.96 H +ATOM 1237 N CYS A 966 -7.692 -14.458 -0.772 1.00 56.83 N +ATOM 1238 CA CYS A 966 -6.805 -15.582 -0.501 1.00 59.37 C +ATOM 1239 C CYS A 966 -5.684 -15.111 0.433 1.00 64.61 C +ATOM 1240 O CYS A 966 -5.062 -14.084 0.157 1.00 62.66 O +ATOM 1241 CB CYS A 966 -6.273 -16.194 -1.818 1.00 59.95 C +ATOM 1242 SG CYS A 966 -5.028 -17.487 -1.549 1.00 65.77 S +ATOM 1243 H CYS A 966 -7.257 -13.642 -1.183 1.00 56.83 H +ATOM 1244 HA CYS A 966 -7.354 -16.359 0.028 1.00 59.37 H +ATOM 1245 HB3 CYS A 966 -5.833 -15.427 -2.450 1.00 59.95 H +ATOM 1246 HB2 CYS A 966 -7.087 -16.624 -2.397 1.00 59.95 H +ATOM 1247 HG CYS A 966 -5.856 -18.347 -0.947 1.00 65.77 H +ATOM 1248 N GLU A 967 -5.426 -15.894 1.495 1.00 64.28 N +ATOM 1249 CA GLU A 967 -4.285 -15.722 2.393 1.00 65.86 C +ATOM 1250 C GLU A 967 -2.977 -16.001 1.633 1.00 70.57 C +ATOM 1251 O GLU A 967 -2.751 -17.140 1.218 1.00 70.73 O +ATOM 1252 CB GLU A 967 -4.432 -16.675 3.601 1.00 69.10 C +ATOM 1253 CG GLU A 967 -3.299 -16.537 4.661 1.00 81.26 C +ATOM 1254 CD GLU A 967 -2.819 -17.832 5.345 1.00 98.19 C +ATOM 1255 OE1 GLU A 967 -1.791 -17.730 6.051 1.00 78.88 O +ATOM 1256 OE2 GLU A 967 -3.452 -18.898 5.170 1.00 93.22 O1- +ATOM 1257 H GLU A 967 -5.983 -16.723 1.647 1.00 64.28 H +ATOM 1258 HA GLU A 967 -4.285 -14.693 2.759 1.00 65.86 H +ATOM 1259 HB3 GLU A 967 -4.506 -17.692 3.214 1.00 69.10 H +ATOM 1260 HB2 GLU A 967 -5.388 -16.487 4.092 1.00 69.10 H +ATOM 1261 HG3 GLU A 967 -3.640 -15.856 5.442 1.00 81.26 H +ATOM 1262 HG2 GLU A 967 -2.419 -16.055 4.236 1.00 81.26 H +ATOM 1263 N ASP A 968 -2.146 -14.959 1.486 1.00 66.99 N +ATOM 1264 CA ASP A 968 -0.819 -15.061 0.893 1.00 67.07 C +ATOM 1265 C ASP A 968 0.183 -15.084 2.058 1.00 72.70 C +ATOM 1266 O ASP A 968 0.385 -14.059 2.713 1.00 72.95 O +ATOM 1267 CB ASP A 968 -0.562 -13.898 -0.102 1.00 67.90 C +ATOM 1268 CG ASP A 968 0.531 -14.115 -1.163 1.00 83.41 C +ATOM 1269 OD1 ASP A 968 1.212 -15.166 -1.136 1.00 85.94 O +ATOM 1270 OD2 ASP A 968 0.684 -13.199 -2.001 1.00 90.83 O1- +ATOM 1271 H ASP A 968 -2.394 -14.052 1.856 1.00 66.99 H +ATOM 1272 HA ASP A 968 -0.742 -16.003 0.347 1.00 67.07 H +ATOM 1273 HB3 ASP A 968 -0.318 -12.982 0.436 1.00 67.90 H +ATOM 1274 HB2 ASP A 968 -1.498 -13.674 -0.611 1.00 67.90 H +ATOM 1275 N ALA A 969 0.769 -16.269 2.300 1.00 69.93 N +ATOM 1276 CA ALA A 969 1.803 -16.496 3.313 1.00 70.98 C +ATOM 1277 C ALA A 969 3.133 -15.800 2.972 1.00 74.28 C +ATOM 1278 O ALA A 969 3.798 -15.301 3.880 1.00 74.55 O +ATOM 1279 CB ALA A 969 1.999 -18.007 3.503 1.00 72.54 C +ATOM 1280 H ALA A 969 0.520 -17.067 1.734 1.00 69.93 H +ATOM 1281 HA ALA A 969 1.442 -16.082 4.258 1.00 70.98 H +ATOM 1282 HB1 ALA A 969 2.753 -18.215 4.264 1.00 72.54 H +ATOM 1283 HB2 ALA A 969 1.072 -18.482 3.826 1.00 72.54 H +ATOM 1284 HB3 ALA A 969 2.317 -18.490 2.579 1.00 72.54 H +ATOM 1285 N GLY A 970 3.455 -15.723 1.668 1.00 69.45 N +ATOM 1286 CA GLY A 970 4.486 -14.840 1.127 1.00 69.02 C +ATOM 1287 C GLY A 970 3.895 -13.429 0.997 1.00 72.14 C +ATOM 1288 O GLY A 970 2.682 -13.266 0.899 1.00 71.87 O +ATOM 1289 H GLY A 970 2.832 -16.144 0.993 1.00 69.45 H +ATOM 1290 HA3 GLY A 970 4.784 -15.198 0.141 1.00 69.02 H +ATOM 1291 HA2 GLY A 970 5.374 -14.835 1.761 1.00 69.02 H +ATOM 1292 N ALA A 971 4.753 -12.396 1.021 1.00 67.87 N +ATOM 1293 CA ALA A 971 4.399 -10.968 0.975 1.00 66.36 C +ATOM 1294 C ALA A 971 3.642 -10.423 2.209 1.00 68.68 C +ATOM 1295 O ALA A 971 3.602 -9.204 2.353 1.00 67.93 O +ATOM 1296 CB ALA A 971 3.635 -10.620 -0.324 1.00 65.39 C +ATOM 1297 H ALA A 971 5.740 -12.592 1.108 1.00 67.87 H +ATOM 1298 HA ALA A 971 5.351 -10.437 0.943 1.00 66.36 H +ATOM 1299 HB1 ALA A 971 3.520 -9.542 -0.439 1.00 65.39 H +ATOM 1300 HB2 ALA A 971 4.163 -10.985 -1.204 1.00 65.39 H +ATOM 1301 HB3 ALA A 971 2.631 -11.045 -0.345 1.00 65.39 H +ATOM 1302 N ALA A 972 3.071 -11.293 3.066 1.00 64.62 N +ATOM 1303 CA ALA A 972 2.294 -10.981 4.274 1.00 64.42 C +ATOM 1304 C ALA A 972 1.103 -10.047 3.984 1.00 65.37 C +ATOM 1305 O ALA A 972 1.060 -8.921 4.484 1.00 65.17 O +ATOM 1306 CB ALA A 972 3.227 -10.442 5.377 1.00 66.93 C +ATOM 1307 H ALA A 972 3.134 -12.278 2.848 1.00 64.62 H +ATOM 1308 HA ALA A 972 1.876 -11.926 4.624 1.00 64.42 H +ATOM 1309 HB1 ALA A 972 2.682 -10.275 6.307 1.00 66.93 H +ATOM 1310 HB2 ALA A 972 4.025 -11.154 5.594 1.00 66.93 H +ATOM 1311 HB3 ALA A 972 3.695 -9.499 5.094 1.00 66.93 H +ATOM 1312 N SER A 973 0.184 -10.522 3.129 1.00 59.44 N +ATOM 1313 CA SER A 973 -0.932 -9.741 2.593 1.00 57.90 C +ATOM 1314 C SER A 973 -2.075 -10.655 2.119 1.00 59.01 C +ATOM 1315 O SER A 973 -1.921 -11.876 2.086 1.00 59.49 O +ATOM 1316 CB SER A 973 -0.403 -8.798 1.481 1.00 60.76 C +ATOM 1317 OG SER A 973 0.026 -9.508 0.334 1.00 68.97 O +ATOM 1318 H SER A 973 0.267 -11.466 2.774 1.00 59.44 H +ATOM 1319 HA SER A 973 -1.339 -9.130 3.402 1.00 57.90 H +ATOM 1320 HB3 SER A 973 0.421 -8.183 1.842 1.00 60.76 H +ATOM 1321 HB2 SER A 973 -1.186 -8.105 1.171 1.00 60.76 H +ATOM 1322 HG SER A 973 0.794 -10.035 0.572 1.00 68.97 H +ATOM 1323 N LEU A 974 -3.205 -10.033 1.747 1.00 52.28 N +ATOM 1324 CA LEU A 974 -4.302 -10.697 1.044 1.00 50.34 C +ATOM 1325 C LEU A 974 -4.106 -10.533 -0.466 1.00 50.70 C +ATOM 1326 O LEU A 974 -3.776 -9.438 -0.918 1.00 49.90 O +ATOM 1327 CB LEU A 974 -5.652 -10.057 1.444 1.00 50.33 C +ATOM 1328 CG LEU A 974 -6.133 -10.385 2.872 1.00 55.89 C +ATOM 1329 CD1 LEU A 974 -7.390 -9.560 3.225 1.00 55.99 C +ATOM 1330 CD2 LEU A 974 -6.349 -11.900 3.087 1.00 57.89 C +ATOM 1331 H LEU A 974 -3.270 -9.028 1.815 1.00 52.28 H +ATOM 1332 HA LEU A 974 -4.317 -11.761 1.282 1.00 50.34 H +ATOM 1333 HB3 LEU A 974 -6.429 -10.378 0.746 1.00 50.33 H +ATOM 1334 HB2 LEU A 974 -5.580 -8.974 1.322 1.00 50.33 H +ATOM 1335 HG LEU A 974 -5.348 -10.068 3.560 1.00 55.89 H +ATOM 1336 HD11 LEU A 974 -7.239 -9.004 4.151 1.00 55.99 H +ATOM 1337 HD12 LEU A 974 -7.635 -8.832 2.451 1.00 55.99 H +ATOM 1338 HD13 LEU A 974 -8.277 -10.179 3.359 1.00 55.99 H +ATOM 1339 HD21 LEU A 974 -7.274 -12.124 3.617 1.00 57.89 H +ATOM 1340 HD22 LEU A 974 -6.384 -12.447 2.144 1.00 57.89 H +ATOM 1341 HD23 LEU A 974 -5.535 -12.324 3.676 1.00 57.89 H +ATOM 1342 N GLN A 975 -4.395 -11.603 -1.216 1.00 44.54 N +ATOM 1343 CA GLN A 975 -4.655 -11.549 -2.651 1.00 42.17 C +ATOM 1344 C GLN A 975 -6.158 -11.329 -2.878 1.00 43.56 C +ATOM 1345 O GLN A 975 -6.971 -11.919 -2.168 1.00 42.93 O +ATOM 1346 CB GLN A 975 -4.191 -12.855 -3.311 1.00 43.83 C +ATOM 1347 CG GLN A 975 -2.665 -12.973 -3.441 1.00 59.19 C +ATOM 1348 CD GLN A 975 -2.252 -14.354 -3.950 1.00 77.91 C +ATOM 1349 OE1 GLN A 975 -1.888 -14.512 -5.113 1.00 74.64 O +ATOM 1350 NE2 GLN A 975 -2.324 -15.365 -3.082 1.00 71.32 N +ATOM 1351 H GLN A 975 -4.643 -12.473 -0.760 1.00 44.54 H +ATOM 1352 HA GLN A 975 -4.101 -10.725 -3.104 1.00 42.17 H +ATOM 1353 HB3 GLN A 975 -4.625 -12.926 -4.306 1.00 43.83 H +ATOM 1354 HB2 GLN A 975 -4.582 -13.695 -2.742 1.00 43.83 H +ATOM 1355 HG3 GLN A 975 -2.186 -12.784 -2.484 1.00 59.19 H +ATOM 1356 HG2 GLN A 975 -2.291 -12.209 -4.121 1.00 59.19 H +ATOM 1357 HE22 GLN A 975 -2.096 -16.302 -3.374 1.00 71.32 H +ATOM 1358 HE21 GLN A 975 -2.627 -15.202 -2.132 1.00 71.32 H +ATOM 1359 N LEU A 976 -6.488 -10.492 -3.868 1.00 37.72 N +ATOM 1360 CA LEU A 976 -7.847 -10.131 -4.255 1.00 36.76 C +ATOM 1361 C LEU A 976 -8.327 -11.093 -5.350 1.00 38.66 C +ATOM 1362 O LEU A 976 -7.956 -10.919 -6.512 1.00 37.25 O +ATOM 1363 CB LEU A 976 -7.819 -8.656 -4.717 1.00 36.56 C +ATOM 1364 CG LEU A 976 -9.143 -8.055 -5.237 1.00 41.61 C +ATOM 1365 CD1 LEU A 976 -10.288 -8.184 -4.216 1.00 43.42 C +ATOM 1366 CD2 LEU A 976 -8.926 -6.598 -5.699 1.00 42.85 C +ATOM 1367 H LEU A 976 -5.752 -10.099 -4.441 1.00 37.72 H +ATOM 1368 HA LEU A 976 -8.510 -10.216 -3.392 1.00 36.76 H +ATOM 1369 HB3 LEU A 976 -7.085 -8.565 -5.513 1.00 36.56 H +ATOM 1370 HB2 LEU A 976 -7.445 -8.039 -3.900 1.00 36.56 H +ATOM 1371 HG LEU A 976 -9.442 -8.613 -6.124 1.00 41.61 H +ATOM 1372 HD11 LEU A 976 -10.930 -7.303 -4.187 1.00 43.42 H +ATOM 1373 HD12 LEU A 976 -10.920 -9.035 -4.469 1.00 43.42 H +ATOM 1374 HD13 LEU A 976 -9.917 -8.343 -3.204 1.00 43.42 H +ATOM 1375 HD21 LEU A 976 -9.526 -5.885 -5.134 1.00 42.85 H +ATOM 1376 HD22 LEU A 976 -7.888 -6.282 -5.594 1.00 42.85 H +ATOM 1377 HD23 LEU A 976 -9.185 -6.482 -6.752 1.00 42.85 H +ATOM 1378 N VAL A 977 -9.134 -12.091 -4.958 1.00 35.03 N +ATOM 1379 CA VAL A 977 -9.722 -13.059 -5.882 1.00 34.91 C +ATOM 1380 C VAL A 977 -10.993 -12.447 -6.502 1.00 38.85 C +ATOM 1381 O VAL A 977 -11.896 -12.025 -5.778 1.00 39.08 O +ATOM 1382 CB VAL A 977 -10.085 -14.406 -5.191 1.00 39.71 C +ATOM 1383 CG1 VAL A 977 -10.564 -15.484 -6.188 1.00 39.45 C +ATOM 1384 CG2 VAL A 977 -8.900 -14.967 -4.381 1.00 39.89 C +ATOM 1385 H VAL A 977 -9.424 -12.162 -3.993 1.00 35.03 H +ATOM 1386 HA VAL A 977 -9.005 -13.279 -6.676 1.00 34.91 H +ATOM 1387 HB VAL A 977 -10.902 -14.237 -4.489 1.00 39.71 H +ATOM 1388 HG11 VAL A 977 -10.841 -16.401 -5.668 1.00 39.45 H +ATOM 1389 HG12 VAL A 977 -11.429 -15.174 -6.770 1.00 39.45 H +ATOM 1390 HG13 VAL A 977 -9.779 -15.739 -6.898 1.00 39.45 H +ATOM 1391 HG21 VAL A 977 -9.153 -15.924 -3.927 1.00 39.89 H +ATOM 1392 HG22 VAL A 977 -8.024 -15.122 -5.011 1.00 39.89 H +ATOM 1393 HG23 VAL A 977 -8.610 -14.298 -3.573 1.00 39.89 H +ATOM 1394 N MET A 978 -11.015 -12.404 -7.839 1.00 34.03 N +ATOM 1395 CA MET A 978 -12.113 -11.896 -8.660 1.00 34.32 C +ATOM 1396 C MET A 978 -12.538 -12.993 -9.643 1.00 36.69 C +ATOM 1397 O MET A 978 -11.818 -13.978 -9.822 1.00 35.63 O +ATOM 1398 CB MET A 978 -11.644 -10.647 -9.443 1.00 36.81 C +ATOM 1399 CG MET A 978 -10.999 -9.544 -8.586 1.00 41.50 C +ATOM 1400 SD MET A 978 -10.358 -8.128 -9.522 1.00 45.78 S +ATOM 1401 CE MET A 978 -8.942 -8.902 -10.352 1.00 42.96 C +ATOM 1402 H MET A 978 -10.221 -12.753 -8.360 1.00 34.03 H +ATOM 1403 HA MET A 978 -12.972 -11.635 -8.040 1.00 34.32 H +ATOM 1404 HB3 MET A 978 -12.500 -10.218 -9.964 1.00 36.81 H +ATOM 1405 HB2 MET A 978 -10.949 -10.945 -10.226 1.00 36.81 H +ATOM 1406 HG3 MET A 978 -10.167 -9.942 -8.007 1.00 41.50 H +ATOM 1407 HG2 MET A 978 -11.729 -9.178 -7.865 1.00 41.50 H +ATOM 1408 HE1 MET A 978 -8.326 -8.141 -10.832 1.00 42.96 H +ATOM 1409 HE2 MET A 978 -8.328 -9.444 -9.634 1.00 42.96 H +ATOM 1410 HE3 MET A 978 -9.276 -9.600 -11.120 1.00 42.96 H +ATOM 1411 N GLU A 979 -13.692 -12.793 -10.297 1.00 33.63 N +ATOM 1412 CA GLU A 979 -14.132 -13.639 -11.407 1.00 33.95 C +ATOM 1413 C GLU A 979 -13.224 -13.450 -12.637 1.00 35.56 C +ATOM 1414 O GLU A 979 -12.741 -12.343 -12.884 1.00 32.73 O +ATOM 1415 CB GLU A 979 -15.611 -13.341 -11.735 1.00 36.17 C +ATOM 1416 CG GLU A 979 -15.895 -11.927 -12.301 1.00 42.68 C +ATOM 1417 CD GLU A 979 -17.362 -11.631 -12.644 1.00 58.73 C +ATOM 1418 OE1 GLU A 979 -18.206 -12.554 -12.607 1.00 57.48 O +ATOM 1419 OE2 GLU A 979 -17.624 -10.444 -12.930 1.00 43.43 O1- +ATOM 1420 H GLU A 979 -14.250 -11.971 -10.107 1.00 33.63 H +ATOM 1421 HA GLU A 979 -14.064 -14.680 -11.082 1.00 33.95 H +ATOM 1422 HB3 GLU A 979 -16.208 -13.495 -10.835 1.00 36.17 H +ATOM 1423 HB2 GLU A 979 -15.958 -14.090 -12.449 1.00 36.17 H +ATOM 1424 HG3 GLU A 979 -15.329 -11.770 -13.218 1.00 42.68 H +ATOM 1425 HG2 GLU A 979 -15.547 -11.175 -11.591 1.00 42.68 H +ATOM 1426 N TYR A 980 -13.046 -14.537 -13.401 1.00 33.04 N +ATOM 1427 CA TYR A 980 -12.435 -14.501 -14.725 1.00 34.05 C +ATOM 1428 C TYR A 980 -13.483 -14.026 -15.745 1.00 39.90 C +ATOM 1429 O TYR A 980 -14.472 -14.726 -15.958 1.00 41.17 O +ATOM 1430 CB TYR A 980 -11.868 -15.895 -15.054 1.00 36.60 C +ATOM 1431 CG TYR A 980 -11.332 -16.062 -16.464 1.00 38.89 C +ATOM 1432 CD1 TYR A 980 -10.181 -15.355 -16.870 1.00 40.20 C +ATOM 1433 CD2 TYR A 980 -11.982 -16.925 -17.372 1.00 40.57 C +ATOM 1434 CE1 TYR A 980 -9.674 -15.525 -18.172 1.00 41.79 C +ATOM 1435 CE2 TYR A 980 -11.480 -17.085 -18.677 1.00 41.35 C +ATOM 1436 CZ TYR A 980 -10.325 -16.386 -19.077 1.00 46.65 C +ATOM 1437 OH TYR A 980 -9.838 -16.543 -20.341 1.00 46.21 O +ATOM 1438 H TYR A 980 -13.471 -15.414 -13.135 1.00 33.04 H +ATOM 1439 HA TYR A 980 -11.599 -13.798 -14.714 1.00 34.05 H +ATOM 1440 HB3 TYR A 980 -12.642 -16.648 -14.893 1.00 36.60 H +ATOM 1441 HB2 TYR A 980 -11.066 -16.137 -14.355 1.00 36.60 H +ATOM 1442 HD1 TYR A 980 -9.678 -14.693 -16.181 1.00 40.20 H +ATOM 1443 HD2 TYR A 980 -12.868 -17.466 -17.073 1.00 40.57 H +ATOM 1444 HE1 TYR A 980 -8.783 -14.995 -18.472 1.00 41.79 H +ATOM 1445 HE2 TYR A 980 -11.986 -17.745 -19.366 1.00 41.35 H +ATOM 1446 HH TYR A 980 -10.419 -17.063 -20.902 1.00 46.21 H +ATOM 1447 N VAL A 981 -13.243 -12.844 -16.331 1.00 35.70 N +ATOM 1448 CA VAL A 981 -14.105 -12.203 -17.322 1.00 35.13 C +ATOM 1449 C VAL A 981 -13.580 -12.610 -18.729 1.00 39.95 C +ATOM 1450 O VAL A 981 -12.511 -12.123 -19.104 1.00 40.49 O +ATOM 1451 CB VAL A 981 -14.061 -10.658 -17.131 1.00 37.53 C +ATOM 1452 CG1 VAL A 981 -14.865 -9.900 -18.194 1.00 37.76 C +ATOM 1453 CG2 VAL A 981 -14.577 -10.251 -15.736 1.00 36.89 C +ATOM 1454 H VAL A 981 -12.403 -12.336 -16.094 1.00 35.70 H +ATOM 1455 HA VAL A 981 -15.141 -12.487 -17.157 1.00 35.13 H +ATOM 1456 HB VAL A 981 -13.027 -10.316 -17.194 1.00 37.53 H +ATOM 1457 HG11 VAL A 981 -15.030 -8.860 -17.916 1.00 37.76 H +ATOM 1458 HG12 VAL A 981 -14.337 -9.900 -19.144 1.00 37.76 H +ATOM 1459 HG13 VAL A 981 -15.848 -10.347 -18.332 1.00 37.76 H +ATOM 1460 HG21 VAL A 981 -14.545 -9.169 -15.601 1.00 36.89 H +ATOM 1461 HG22 VAL A 981 -15.608 -10.571 -15.585 1.00 36.89 H +ATOM 1462 HG23 VAL A 981 -13.974 -10.689 -14.942 1.00 36.89 H +ATOM 1463 N PRO A 982 -14.241 -13.581 -19.416 1.00 37.29 N +ATOM 1464 CA PRO A 982 -13.592 -14.428 -20.446 1.00 36.67 C +ATOM 1465 C PRO A 982 -12.871 -13.788 -21.645 1.00 38.06 C +ATOM 1466 O PRO A 982 -11.842 -14.330 -22.047 1.00 37.41 O +ATOM 1467 CB PRO A 982 -14.705 -15.369 -20.926 1.00 39.18 C +ATOM 1468 CG PRO A 982 -15.606 -15.513 -19.720 1.00 44.96 C +ATOM 1469 CD PRO A 982 -15.576 -14.120 -19.111 1.00 40.09 C +ATOM 1470 HA PRO A 982 -12.855 -15.022 -19.904 1.00 36.67 H +ATOM 1471 HB3 PRO A 982 -14.326 -16.330 -21.276 1.00 39.18 H +ATOM 1472 HB2 PRO A 982 -15.269 -14.915 -21.745 1.00 39.18 H +ATOM 1473 HG3 PRO A 982 -15.167 -16.226 -19.021 1.00 44.96 H +ATOM 1474 HG2 PRO A 982 -16.612 -15.855 -19.966 1.00 44.96 H +ATOM 1475 HD2 PRO A 982 -16.322 -13.488 -19.589 1.00 40.09 H +ATOM 1476 HD3 PRO A 982 -15.833 -14.200 -18.058 1.00 40.09 H +ATOM 1477 N LEU A 983 -13.410 -12.695 -22.212 1.00 33.36 N +ATOM 1478 CA LEU A 983 -12.867 -12.076 -23.431 1.00 31.91 C +ATOM 1479 C LEU A 983 -11.838 -10.960 -23.155 1.00 34.62 C +ATOM 1480 O LEU A 983 -11.266 -10.441 -24.114 1.00 34.03 O +ATOM 1481 CB LEU A 983 -14.023 -11.600 -24.346 1.00 31.79 C +ATOM 1482 CG LEU A 983 -14.935 -12.735 -24.868 1.00 36.75 C +ATOM 1483 CD1 LEU A 983 -16.149 -12.165 -25.617 1.00 37.07 C +ATOM 1484 CD2 LEU A 983 -14.182 -13.760 -25.739 1.00 39.07 C +ATOM 1485 H LEU A 983 -14.253 -12.283 -21.835 1.00 33.36 H +ATOM 1486 HA LEU A 983 -12.308 -12.827 -23.990 1.00 31.91 H +ATOM 1487 HB3 LEU A 983 -13.617 -11.066 -25.205 1.00 31.79 H +ATOM 1488 HB2 LEU A 983 -14.631 -10.871 -23.818 1.00 31.79 H +ATOM 1489 HG LEU A 983 -15.336 -13.264 -24.002 1.00 36.75 H +ATOM 1490 HD11 LEU A 983 -16.944 -12.908 -25.684 1.00 37.07 H +ATOM 1491 HD12 LEU A 983 -16.559 -11.295 -25.106 1.00 37.07 H +ATOM 1492 HD13 LEU A 983 -15.890 -11.865 -26.633 1.00 37.07 H +ATOM 1493 HD21 LEU A 983 -14.730 -14.004 -26.649 1.00 39.07 H +ATOM 1494 HD22 LEU A 983 -13.202 -13.396 -26.048 1.00 39.07 H +ATOM 1495 HD23 LEU A 983 -14.030 -14.692 -25.194 1.00 39.07 H +ATOM 1496 N GLY A 984 -11.577 -10.645 -21.872 1.00 30.54 N +ATOM 1497 CA GLY A 984 -10.542 -9.702 -21.438 1.00 29.44 C +ATOM 1498 C GLY A 984 -10.893 -8.247 -21.772 1.00 30.46 C +ATOM 1499 O GLY A 984 -12.035 -7.935 -22.104 1.00 29.51 O +ATOM 1500 H GLY A 984 -12.090 -11.120 -21.142 1.00 30.54 H +ATOM 1501 HA3 GLY A 984 -9.590 -9.962 -21.901 1.00 29.44 H +ATOM 1502 HA2 GLY A 984 -10.415 -9.792 -20.359 1.00 29.44 H +ATOM 1503 N SER A 985 -9.900 -7.349 -21.647 1.00 25.72 N +ATOM 1504 CA SER A 985 -10.058 -5.906 -21.855 1.00 25.55 C +ATOM 1505 C SER A 985 -10.449 -5.533 -23.295 1.00 28.85 C +ATOM 1506 O SER A 985 -10.017 -6.199 -24.235 1.00 26.31 O +ATOM 1507 CB SER A 985 -8.804 -5.158 -21.361 1.00 29.24 C +ATOM 1508 OG SER A 985 -7.724 -5.184 -22.273 1.00 35.45 O +ATOM 1509 H SER A 985 -8.976 -7.668 -21.385 1.00 25.72 H +ATOM 1510 HA SER A 985 -10.867 -5.593 -21.205 1.00 25.55 H +ATOM 1511 HB3 SER A 985 -8.479 -5.544 -20.395 1.00 29.24 H +ATOM 1512 HB2 SER A 985 -9.060 -4.111 -21.202 1.00 29.24 H +ATOM 1513 HG SER A 985 -7.369 -6.078 -22.315 1.00 35.45 H +ATOM 1514 N LEU A 986 -11.219 -4.440 -23.432 1.00 27.52 N +ATOM 1515 CA LEU A 986 -11.584 -3.835 -24.717 1.00 27.90 C +ATOM 1516 C LEU A 986 -10.369 -3.303 -25.499 1.00 31.20 C +ATOM 1517 O LEU A 986 -10.426 -3.281 -26.727 1.00 30.54 O +ATOM 1518 CB LEU A 986 -12.621 -2.712 -24.492 1.00 27.75 C +ATOM 1519 CG LEU A 986 -14.045 -3.208 -24.157 1.00 32.92 C +ATOM 1520 CD1 LEU A 986 -14.956 -2.019 -23.808 1.00 33.36 C +ATOM 1521 CD2 LEU A 986 -14.667 -4.058 -25.284 1.00 36.70 C +ATOM 1522 H LEU A 986 -11.542 -3.953 -22.605 1.00 27.52 H +ATOM 1523 HA LEU A 986 -12.030 -4.614 -25.334 1.00 27.90 H +ATOM 1524 HB3 LEU A 986 -12.688 -2.084 -25.381 1.00 27.75 H +ATOM 1525 HB2 LEU A 986 -12.263 -2.052 -23.700 1.00 27.75 H +ATOM 1526 HG LEU A 986 -13.980 -3.829 -23.262 1.00 32.92 H +ATOM 1527 HD11 LEU A 986 -15.724 -2.314 -23.100 1.00 33.36 H +ATOM 1528 HD12 LEU A 986 -14.399 -1.202 -23.350 1.00 33.36 H +ATOM 1529 HD13 LEU A 986 -15.463 -1.625 -24.690 1.00 33.36 H +ATOM 1530 HD21 LEU A 986 -15.731 -3.859 -25.406 1.00 36.70 H +ATOM 1531 HD22 LEU A 986 -14.192 -3.868 -26.245 1.00 36.70 H +ATOM 1532 HD23 LEU A 986 -14.561 -5.121 -25.075 1.00 36.70 H +ATOM 1533 N ARG A 987 -9.286 -2.929 -24.793 1.00 29.06 N +ATOM 1534 CA ARG A 987 -8.017 -2.516 -25.394 1.00 29.96 C +ATOM 1535 C ARG A 987 -7.291 -3.652 -26.137 1.00 34.81 C +ATOM 1536 O ARG A 987 -6.680 -3.387 -27.172 1.00 34.10 O +ATOM 1537 CB ARG A 987 -7.130 -1.836 -24.336 1.00 32.11 C +ATOM 1538 CG ARG A 987 -5.888 -1.139 -24.920 1.00 46.98 C +ATOM 1539 CD ARG A 987 -5.085 -0.392 -23.849 1.00 59.29 C +ATOM 1540 NE ARG A 987 -3.827 0.162 -24.375 1.00 65.62 N +ATOM 1541 CZ ARG A 987 -2.647 -0.473 -24.496 1.00 80.85 C +ATOM 1542 NH1 ARG A 987 -1.601 0.204 -24.984 1.00 71.30 N +ATOM 1543 NH2 ARG A 987 -2.483 -1.757 -24.139 1.00 64.23 N1+ +ATOM 1544 H ARG A 987 -9.312 -2.973 -23.784 1.00 29.06 H +ATOM 1545 HA ARG A 987 -8.262 -1.763 -26.133 1.00 29.96 H +ATOM 1546 HB3 ARG A 987 -6.823 -2.568 -23.588 1.00 32.11 H +ATOM 1547 HB2 ARG A 987 -7.722 -1.088 -23.808 1.00 32.11 H +ATOM 1548 HG3 ARG A 987 -6.268 -0.398 -25.626 1.00 46.98 H +ATOM 1549 HG2 ARG A 987 -5.251 -1.807 -25.500 1.00 46.98 H +ATOM 1550 HD3 ARG A 987 -4.953 -0.979 -22.940 1.00 59.29 H +ATOM 1551 HD2 ARG A 987 -5.653 0.492 -23.566 1.00 59.29 H +ATOM 1552 HE ARG A 987 -3.886 1.115 -24.706 1.00 65.62 H +ATOM 1553 HH12 ARG A 987 -0.701 -0.246 -25.082 1.00 71.30 H +ATOM 1554 HH11 ARG A 987 -1.705 1.173 -25.259 1.00 71.30 H +ATOM 1555 HH22 ARG A 987 -1.576 -2.198 -24.220 1.00 64.23 H +ATOM 1556 HH21 ARG A 987 -3.272 -2.303 -23.824 1.00 64.23 H +ATOM 1557 N ASP A 988 -7.393 -4.883 -25.612 1.00 32.33 N +ATOM 1558 CA ASP A 988 -6.818 -6.091 -26.208 1.00 32.03 C +ATOM 1559 C ASP A 988 -7.773 -6.753 -27.216 1.00 34.79 C +ATOM 1560 O ASP A 988 -7.292 -7.360 -28.172 1.00 33.45 O +ATOM 1561 CB ASP A 988 -6.383 -7.129 -25.141 1.00 34.09 C +ATOM 1562 CG ASP A 988 -5.386 -6.633 -24.076 1.00 50.64 C +ATOM 1563 OD1 ASP A 988 -4.621 -5.682 -24.352 1.00 52.94 O +ATOM 1564 OD2 ASP A 988 -5.324 -7.306 -23.023 1.00 55.56 O1- +ATOM 1565 H ASP A 988 -7.905 -5.013 -24.750 1.00 32.33 H +ATOM 1566 HA ASP A 988 -5.926 -5.807 -26.770 1.00 32.03 H +ATOM 1567 HB3 ASP A 988 -5.929 -7.992 -25.631 1.00 34.09 H +ATOM 1568 HB2 ASP A 988 -7.271 -7.493 -24.620 1.00 34.09 H +ATOM 1569 N TYR A 989 -9.092 -6.640 -26.993 1.00 30.87 N +ATOM 1570 CA TYR A 989 -10.115 -7.301 -27.799 1.00 30.93 C +ATOM 1571 C TYR A 989 -10.388 -6.577 -29.130 1.00 31.61 C +ATOM 1572 O TYR A 989 -10.312 -7.223 -30.174 1.00 30.88 O +ATOM 1573 CB TYR A 989 -11.391 -7.498 -26.954 1.00 32.58 C +ATOM 1574 CG TYR A 989 -12.492 -8.296 -27.630 1.00 35.88 C +ATOM 1575 CD1 TYR A 989 -12.518 -9.702 -27.516 1.00 38.76 C +ATOM 1576 CD2 TYR A 989 -13.493 -7.638 -28.372 1.00 37.33 C +ATOM 1577 CE1 TYR A 989 -13.542 -10.443 -28.137 1.00 41.81 C +ATOM 1578 CE2 TYR A 989 -14.514 -8.378 -28.996 1.00 39.43 C +ATOM 1579 CZ TYR A 989 -14.541 -9.782 -28.878 1.00 47.08 C +ATOM 1580 OH TYR A 989 -15.532 -10.501 -29.479 1.00 54.57 O +ATOM 1581 H TYR A 989 -9.417 -6.150 -26.170 1.00 30.87 H +ATOM 1582 HA TYR A 989 -9.748 -8.300 -28.046 1.00 30.93 H +ATOM 1583 HB3 TYR A 989 -11.794 -6.531 -26.652 1.00 32.58 H +ATOM 1584 HB2 TYR A 989 -11.134 -8.012 -26.026 1.00 32.58 H +ATOM 1585 HD1 TYR A 989 -11.755 -10.216 -26.949 1.00 38.76 H +ATOM 1586 HD2 TYR A 989 -13.476 -6.563 -28.464 1.00 37.33 H +ATOM 1587 HE1 TYR A 989 -13.559 -11.519 -28.045 1.00 41.81 H +ATOM 1588 HE2 TYR A 989 -15.272 -7.863 -29.563 1.00 39.43 H +ATOM 1589 HH TYR A 989 -16.158 -9.956 -29.961 1.00 54.57 H +ATOM 1590 N LEU A 990 -10.706 -5.269 -29.079 1.00 26.64 N +ATOM 1591 CA LEU A 990 -11.169 -4.493 -30.238 1.00 26.55 C +ATOM 1592 C LEU A 990 -10.208 -4.338 -31.443 1.00 32.26 C +ATOM 1593 O LEU A 990 -10.730 -4.254 -32.554 1.00 32.40 O +ATOM 1594 CB LEU A 990 -11.721 -3.111 -29.816 1.00 25.29 C +ATOM 1595 CG LEU A 990 -12.967 -3.137 -28.906 1.00 28.64 C +ATOM 1596 CD1 LEU A 990 -13.282 -1.724 -28.386 1.00 28.39 C +ATOM 1597 CD2 LEU A 990 -14.197 -3.752 -29.604 1.00 27.70 C +ATOM 1598 H LEU A 990 -10.708 -4.785 -28.191 1.00 26.64 H +ATOM 1599 HA LEU A 990 -12.009 -5.067 -30.634 1.00 26.55 H +ATOM 1600 HB3 LEU A 990 -11.971 -2.532 -30.706 1.00 25.29 H +ATOM 1601 HB2 LEU A 990 -10.926 -2.554 -29.318 1.00 25.29 H +ATOM 1602 HG LEU A 990 -12.740 -3.756 -28.038 1.00 28.64 H +ATOM 1603 HD11 LEU A 990 -14.289 -1.658 -27.974 1.00 28.39 H +ATOM 1604 HD12 LEU A 990 -12.591 -1.441 -27.593 1.00 28.39 H +ATOM 1605 HD13 LEU A 990 -13.197 -0.978 -29.176 1.00 28.39 H +ATOM 1606 HD21 LEU A 990 -15.056 -3.083 -29.591 1.00 27.70 H +ATOM 1607 HD22 LEU A 990 -14.006 -3.989 -30.651 1.00 27.70 H +ATOM 1608 HD23 LEU A 990 -14.506 -4.670 -29.108 1.00 27.70 H +ATOM 1609 N PRO A 991 -8.862 -4.368 -31.272 1.00 29.17 N +ATOM 1610 CA PRO A 991 -7.934 -4.390 -32.422 1.00 30.32 C +ATOM 1611 C PRO A 991 -7.982 -5.660 -33.292 1.00 37.04 C +ATOM 1612 O PRO A 991 -7.685 -5.568 -34.482 1.00 39.83 O +ATOM 1613 CB PRO A 991 -6.545 -4.175 -31.796 1.00 31.53 C +ATOM 1614 CG PRO A 991 -6.828 -3.468 -30.483 1.00 34.07 C +ATOM 1615 CD PRO A 991 -8.127 -4.120 -30.032 1.00 29.12 C +ATOM 1616 HA PRO A 991 -8.172 -3.530 -33.048 1.00 30.32 H +ATOM 1617 HB3 PRO A 991 -5.880 -3.597 -32.438 1.00 31.53 H +ATOM 1618 HB2 PRO A 991 -6.059 -5.130 -31.592 1.00 31.53 H +ATOM 1619 HG3 PRO A 991 -6.998 -2.407 -30.671 1.00 34.07 H +ATOM 1620 HG2 PRO A 991 -6.017 -3.559 -29.761 1.00 34.07 H +ATOM 1621 HD2 PRO A 991 -7.914 -5.074 -29.554 1.00 29.12 H +ATOM 1622 HD3 PRO A 991 -8.663 -3.490 -29.323 1.00 29.12 H +ATOM 1623 N ARG A 992 -8.364 -6.801 -32.693 1.00 33.12 N +ATOM 1624 CA ARG A 992 -8.473 -8.101 -33.362 1.00 35.22 C +ATOM 1625 C ARG A 992 -9.923 -8.477 -33.721 1.00 42.35 C +ATOM 1626 O ARG A 992 -10.101 -9.442 -34.464 1.00 43.35 O +ATOM 1627 CB ARG A 992 -7.847 -9.181 -32.452 1.00 36.79 C +ATOM 1628 CG ARG A 992 -6.321 -9.042 -32.266 1.00 49.00 C +ATOM 1629 CD ARG A 992 -5.895 -8.581 -30.862 1.00 65.39 C +ATOM 1630 NE ARG A 992 -4.429 -8.630 -30.709 1.00 83.52 N +ATOM 1631 CZ ARG A 992 -3.697 -8.245 -29.646 1.00101.34 C +ATOM 1632 NH1 ARG A 992 -4.252 -7.730 -28.539 1.00 87.97 N +ATOM 1633 NH2 ARG A 992 -2.366 -8.382 -29.694 1.00 90.05 N1+ +ATOM 1634 H ARG A 992 -8.610 -6.788 -31.713 1.00 33.12 H +ATOM 1635 HA ARG A 992 -7.920 -8.089 -34.303 1.00 35.22 H +ATOM 1636 HB3 ARG A 992 -8.028 -10.163 -32.891 1.00 36.79 H +ATOM 1637 HB2 ARG A 992 -8.353 -9.200 -31.486 1.00 36.79 H +ATOM 1638 HG3 ARG A 992 -5.962 -8.307 -32.988 1.00 49.00 H +ATOM 1639 HG2 ARG A 992 -5.815 -9.970 -32.534 1.00 49.00 H +ATOM 1640 HD3 ARG A 992 -6.407 -9.141 -30.079 1.00 65.39 H +ATOM 1641 HD2 ARG A 992 -6.177 -7.534 -30.743 1.00 65.39 H +ATOM 1642 HE ARG A 992 -3.934 -9.003 -31.505 1.00 83.52 H +ATOM 1643 HH12 ARG A 992 -3.684 -7.448 -27.753 1.00 87.97 H +ATOM 1644 HH11 ARG A 992 -5.259 -7.626 -28.485 1.00 87.97 H +ATOM 1645 HH22 ARG A 992 -1.795 -8.104 -28.909 1.00 90.05 H +ATOM 1646 HH21 ARG A 992 -1.920 -8.767 -30.514 1.00 90.05 H +ATOM 1647 N HIS A 993 -10.920 -7.742 -33.199 1.00 39.31 N +ATOM 1648 CA HIS A 993 -12.343 -8.029 -33.380 1.00 40.02 C +ATOM 1649 C HIS A 993 -13.064 -6.735 -33.771 1.00 44.39 C +ATOM 1650 O HIS A 993 -13.235 -5.856 -32.926 1.00 42.90 O +ATOM 1651 CB HIS A 993 -12.933 -8.636 -32.087 1.00 40.24 C +ATOM 1652 CG HIS A 993 -12.280 -9.913 -31.615 1.00 43.95 C +ATOM 1653 ND1 HIS A 993 -11.178 -9.921 -30.777 1.00 44.82 N +ATOM 1654 CD2 HIS A 993 -12.584 -11.239 -31.832 1.00 46.86 C +ATOM 1655 CE1 HIS A 993 -10.862 -11.196 -30.543 1.00 45.15 C +ATOM 1656 NE2 HIS A 993 -11.674 -12.053 -31.151 1.00 46.64 N +ATOM 1657 H HIS A 993 -10.700 -6.953 -32.607 1.00 39.31 H +ATOM 1658 HA HIS A 993 -12.488 -8.755 -34.182 1.00 40.02 H +ATOM 1659 HB3 HIS A 993 -13.998 -8.834 -32.223 1.00 40.24 H +ATOM 1660 HB2 HIS A 993 -12.864 -7.911 -31.275 1.00 40.24 H +ATOM 1661 HD1 HIS A 993 -10.706 -9.101 -30.417 1.00 44.82 H +ATOM 1662 HD2 HIS A 993 -13.381 -11.668 -32.421 1.00 46.86 H +ATOM 1663 HE1 HIS A 993 -10.035 -11.499 -29.918 1.00 45.15 H +ATOM 1664 N SER A 994 -13.470 -6.644 -35.048 1.00 43.61 N +ATOM 1665 CA SER A 994 -14.209 -5.516 -35.617 1.00 44.09 C +ATOM 1666 C SER A 994 -15.687 -5.527 -35.171 1.00 48.55 C +ATOM 1667 O SER A 994 -16.525 -6.165 -35.809 1.00 49.91 O +ATOM 1668 CB SER A 994 -14.007 -5.502 -37.150 1.00 50.40 C +ATOM 1669 OG SER A 994 -14.571 -6.626 -37.802 1.00 64.99 O +ATOM 1670 H SER A 994 -13.279 -7.408 -35.685 1.00 43.61 H +ATOM 1671 HA SER A 994 -13.757 -4.597 -35.238 1.00 44.09 H +ATOM 1672 HB3 SER A 994 -12.944 -5.455 -37.390 1.00 50.40 H +ATOM 1673 HB2 SER A 994 -14.458 -4.603 -37.573 1.00 50.40 H +ATOM 1674 HG SER A 994 -15.515 -6.632 -37.619 1.00 64.99 H +ATOM 1675 N ILE A 995 -15.965 -4.828 -34.059 1.00 42.04 N +ATOM 1676 CA ILE A 995 -17.296 -4.714 -33.464 1.00 40.91 C +ATOM 1677 C ILE A 995 -18.064 -3.520 -34.068 1.00 43.90 C +ATOM 1678 O ILE A 995 -17.480 -2.455 -34.267 1.00 43.46 O +ATOM 1679 CB ILE A 995 -17.192 -4.556 -31.916 1.00 42.36 C +ATOM 1680 CG1 ILE A 995 -16.536 -5.790 -31.248 1.00 42.65 C +ATOM 1681 CG2 ILE A 995 -18.529 -4.242 -31.218 1.00 41.71 C +ATOM 1682 CD1 ILE A 995 -17.228 -7.139 -31.513 1.00 43.19 C +ATOM 1683 H ILE A 995 -15.219 -4.349 -33.575 1.00 42.04 H +ATOM 1684 HA ILE A 995 -17.863 -5.619 -33.689 1.00 40.91 H +ATOM 1685 HB ILE A 995 -16.532 -3.711 -31.714 1.00 42.36 H +ATOM 1686 HG13 ILE A 995 -16.475 -5.629 -30.172 1.00 42.65 H +ATOM 1687 HG12 ILE A 995 -15.501 -5.868 -31.578 1.00 42.65 H +ATOM 1688 HG21 ILE A 995 -18.434 -4.276 -30.134 1.00 41.71 H +ATOM 1689 HG22 ILE A 995 -18.899 -3.250 -31.464 1.00 41.71 H +ATOM 1690 HG23 ILE A 995 -19.292 -4.958 -31.512 1.00 41.71 H +ATOM 1691 HD11 ILE A 995 -16.639 -7.748 -32.199 1.00 43.19 H +ATOM 1692 HD12 ILE A 995 -17.348 -7.704 -30.589 1.00 43.19 H +ATOM 1693 HD13 ILE A 995 -18.221 -7.025 -31.946 1.00 43.19 H +ATOM 1694 N GLY A 996 -19.363 -3.733 -34.347 1.00 39.60 N +ATOM 1695 CA GLY A 996 -20.252 -2.755 -34.979 1.00 39.64 C +ATOM 1696 C GLY A 996 -20.596 -1.588 -34.040 1.00 40.81 C +ATOM 1697 O GLY A 996 -20.520 -1.711 -32.818 1.00 40.20 O +ATOM 1698 H GLY A 996 -19.764 -4.635 -34.139 1.00 39.60 H +ATOM 1699 HA3 GLY A 996 -21.173 -3.256 -35.273 1.00 39.64 H +ATOM 1700 HA2 GLY A 996 -19.788 -2.377 -35.892 1.00 39.64 H +ATOM 1701 N LEU A 997 -20.997 -0.458 -34.647 1.00 36.29 N +ATOM 1702 CA LEU A 997 -21.277 0.836 -34.014 1.00 34.21 C +ATOM 1703 C LEU A 997 -22.273 0.785 -32.840 1.00 36.59 C +ATOM 1704 O LEU A 997 -21.980 1.361 -31.794 1.00 34.53 O +ATOM 1705 CB LEU A 997 -21.711 1.829 -35.121 1.00 34.53 C +ATOM 1706 CG LEU A 997 -22.124 3.249 -34.665 1.00 38.00 C +ATOM 1707 CD1 LEU A 997 -21.037 3.947 -33.824 1.00 36.32 C +ATOM 1708 CD2 LEU A 997 -22.558 4.106 -35.869 1.00 39.98 C +ATOM 1709 H LEU A 997 -21.051 -0.455 -35.657 1.00 36.29 H +ATOM 1710 HA LEU A 997 -20.326 1.179 -33.603 1.00 34.21 H +ATOM 1711 HB3 LEU A 997 -22.545 1.391 -35.671 1.00 34.53 H +ATOM 1712 HB2 LEU A 997 -20.897 1.921 -35.842 1.00 34.53 H +ATOM 1713 HG LEU A 997 -23.015 3.149 -34.047 1.00 38.00 H +ATOM 1714 HD11 LEU A 997 -20.949 5.005 -34.060 1.00 36.32 H +ATOM 1715 HD12 LEU A 997 -21.263 3.882 -32.760 1.00 36.32 H +ATOM 1716 HD13 LEU A 997 -20.056 3.499 -33.980 1.00 36.32 H +ATOM 1717 HD21 LEU A 997 -23.419 4.725 -35.614 1.00 39.98 H +ATOM 1718 HD22 LEU A 997 -21.763 4.769 -36.208 1.00 39.98 H +ATOM 1719 HD23 LEU A 997 -22.845 3.494 -36.724 1.00 39.98 H +ATOM 1720 N ALA A 998 -23.409 0.089 -33.016 1.00 34.25 N +ATOM 1721 CA ALA A 998 -24.444 -0.055 -31.989 1.00 34.26 C +ATOM 1722 C ALA A 998 -23.979 -0.830 -30.750 1.00 36.18 C +ATOM 1723 O ALA A 998 -24.385 -0.484 -29.643 1.00 35.22 O +ATOM 1724 CB ALA A 998 -25.666 -0.747 -32.595 1.00 36.52 C +ATOM 1725 H ALA A 998 -23.583 -0.370 -33.900 1.00 34.25 H +ATOM 1726 HA ALA A 998 -24.741 0.949 -31.677 1.00 34.26 H +ATOM 1727 HB1 ALA A 998 -26.532 -0.659 -31.938 1.00 36.52 H +ATOM 1728 HB2 ALA A 998 -25.920 -0.291 -33.546 1.00 36.52 H +ATOM 1729 HB3 ALA A 998 -25.492 -1.807 -32.778 1.00 36.52 H +ATOM 1730 N GLN A 999 -23.130 -1.847 -30.960 1.00 32.90 N +ATOM 1731 CA GLN A 999 -22.559 -2.689 -29.914 1.00 31.66 C +ATOM 1732 C GLN A 999 -21.446 -1.975 -29.116 1.00 31.83 C +ATOM 1733 O GLN A 999 -21.293 -2.274 -27.934 1.00 31.42 O +ATOM 1734 CB GLN A 999 -22.134 -4.016 -30.571 1.00 33.78 C +ATOM 1735 CG GLN A 999 -21.621 -5.106 -29.611 1.00 53.37 C +ATOM 1736 CD GLN A 999 -21.398 -6.443 -30.329 1.00 79.04 C +ATOM 1737 OE1 GLN A 999 -22.211 -6.864 -31.150 1.00 77.41 O +ATOM 1738 NE2 GLN A 999 -20.304 -7.132 -30.005 1.00 70.04 N +ATOM 1739 H GLN A 999 -22.847 -2.066 -31.906 1.00 32.90 H +ATOM 1740 HA GLN A 999 -23.358 -2.921 -29.208 1.00 31.66 H +ATOM 1741 HB3 GLN A 999 -21.389 -3.822 -31.342 1.00 33.78 H +ATOM 1742 HB2 GLN A 999 -23.006 -4.407 -31.098 1.00 33.78 H +ATOM 1743 HG3 GLN A 999 -22.345 -5.266 -28.811 1.00 53.37 H +ATOM 1744 HG2 GLN A 999 -20.695 -4.784 -29.133 1.00 53.37 H +ATOM 1745 HE22 GLN A 999 -20.123 -8.026 -30.439 1.00 70.04 H +ATOM 1746 HE21 GLN A 999 -19.667 -6.780 -29.305 1.00 70.04 H +ATOM 1747 N LEU A1000 -20.751 -0.997 -29.732 1.00 27.73 N +ATOM 1748 CA LEU A1000 -19.837 -0.069 -29.050 1.00 27.15 C +ATOM 1749 C LEU A1000 -20.595 0.953 -28.181 1.00 30.03 C +ATOM 1750 O LEU A1000 -20.124 1.276 -27.092 1.00 28.40 O +ATOM 1751 CB LEU A1000 -18.945 0.674 -30.074 1.00 27.39 C +ATOM 1752 CG LEU A1000 -17.991 -0.227 -30.886 1.00 31.72 C +ATOM 1753 CD1 LEU A1000 -17.371 0.546 -32.070 1.00 31.24 C +ATOM 1754 CD2 LEU A1000 -16.934 -0.917 -29.997 1.00 32.46 C +ATOM 1755 H LEU A1000 -20.916 -0.817 -30.713 1.00 27.73 H +ATOM 1756 HA LEU A1000 -19.200 -0.650 -28.383 1.00 27.15 H +ATOM 1757 HB3 LEU A1000 -18.351 1.434 -29.562 1.00 27.39 H +ATOM 1758 HB2 LEU A1000 -19.586 1.222 -30.765 1.00 27.39 H +ATOM 1759 HG LEU A1000 -18.585 -1.019 -31.332 1.00 31.72 H +ATOM 1760 HD11 LEU A1000 -16.292 0.426 -32.140 1.00 31.24 H +ATOM 1761 HD12 LEU A1000 -17.786 0.194 -33.015 1.00 31.24 H +ATOM 1762 HD13 LEU A1000 -17.569 1.617 -32.011 1.00 31.24 H +ATOM 1763 HD21 LEU A1000 -15.920 -0.822 -30.385 1.00 32.46 H +ATOM 1764 HD22 LEU A1000 -16.925 -0.518 -28.983 1.00 32.46 H +ATOM 1765 HD23 LEU A1000 -17.146 -1.982 -29.914 1.00 32.46 H +ATOM 1766 N LEU A1001 -21.763 1.420 -28.659 1.00 27.18 N +ATOM 1767 CA LEU A1001 -22.668 2.317 -27.931 1.00 26.38 C +ATOM 1768 C LEU A1001 -23.415 1.608 -26.786 1.00 30.80 C +ATOM 1769 O LEU A1001 -23.803 2.280 -25.831 1.00 31.19 O +ATOM 1770 CB LEU A1001 -23.664 2.964 -28.916 1.00 26.55 C +ATOM 1771 CG LEU A1001 -23.009 3.940 -29.919 1.00 30.43 C +ATOM 1772 CD1 LEU A1001 -23.960 4.224 -31.098 1.00 31.54 C +ATOM 1773 CD2 LEU A1001 -22.500 5.228 -29.235 1.00 29.53 C +ATOM 1774 H LEU A1001 -22.074 1.125 -29.576 1.00 27.18 H +ATOM 1775 HA LEU A1001 -22.066 3.104 -27.475 1.00 26.38 H +ATOM 1776 HB3 LEU A1001 -24.448 3.493 -28.371 1.00 26.55 H +ATOM 1777 HB2 LEU A1001 -24.174 2.171 -29.464 1.00 26.55 H +ATOM 1778 HG LEU A1001 -22.132 3.458 -30.347 1.00 30.43 H +ATOM 1779 HD11 LEU A1001 -23.986 5.276 -31.382 1.00 31.54 H +ATOM 1780 HD12 LEU A1001 -23.649 3.668 -31.980 1.00 31.54 H +ATOM 1781 HD13 LEU A1001 -24.984 3.918 -30.880 1.00 31.54 H +ATOM 1782 HD21 LEU A1001 -22.846 6.137 -29.725 1.00 29.53 H +ATOM 1783 HD22 LEU A1001 -22.816 5.291 -28.193 1.00 29.53 H +ATOM 1784 HD23 LEU A1001 -21.410 5.261 -29.241 1.00 29.53 H +ATOM 1785 N LEU A1002 -23.566 0.274 -26.876 1.00 28.48 N +ATOM 1786 CA LEU A1002 -24.071 -0.573 -25.798 1.00 29.15 C +ATOM 1787 C LEU A1002 -23.034 -0.720 -24.674 1.00 32.78 C +ATOM 1788 O LEU A1002 -23.419 -0.645 -23.512 1.00 33.09 O +ATOM 1789 CB LEU A1002 -24.495 -1.945 -26.361 1.00 30.13 C +ATOM 1790 CG LEU A1002 -25.243 -2.859 -25.364 1.00 35.32 C +ATOM 1791 CD1 LEU A1002 -26.559 -2.231 -24.853 1.00 35.94 C +ATOM 1792 CD2 LEU A1002 -25.461 -4.257 -25.970 1.00 37.39 C +ATOM 1793 H LEU A1002 -23.251 -0.204 -27.709 1.00 28.48 H +ATOM 1794 HA LEU A1002 -24.950 -0.077 -25.383 1.00 29.15 H +ATOM 1795 HB3 LEU A1002 -23.607 -2.464 -26.722 1.00 30.13 H +ATOM 1796 HB2 LEU A1002 -25.123 -1.797 -27.238 1.00 30.13 H +ATOM 1797 HG LEU A1002 -24.597 -3.010 -24.498 1.00 35.32 H +ATOM 1798 HD11 LEU A1002 -27.382 -2.945 -24.829 1.00 35.94 H +ATOM 1799 HD12 LEU A1002 -26.434 -1.855 -23.837 1.00 35.94 H +ATOM 1800 HD13 LEU A1002 -26.882 -1.394 -25.473 1.00 35.94 H +ATOM 1801 HD21 LEU A1002 -25.178 -5.038 -25.263 1.00 37.39 H +ATOM 1802 HD22 LEU A1002 -26.499 -4.429 -26.254 1.00 37.39 H +ATOM 1803 HD23 LEU A1002 -24.861 -4.403 -26.868 1.00 37.39 H +ATOM 1804 N PHE A1003 -21.743 -0.871 -25.023 1.00 28.23 N +ATOM 1805 CA PHE A1003 -20.641 -0.882 -24.054 1.00 28.18 C +ATOM 1806 C PHE A1003 -20.492 0.469 -23.336 1.00 29.97 C +ATOM 1807 O PHE A1003 -20.248 0.473 -22.133 1.00 28.15 O +ATOM 1808 CB PHE A1003 -19.312 -1.272 -24.735 1.00 29.26 C +ATOM 1809 CG PHE A1003 -19.273 -2.605 -25.466 1.00 30.64 C +ATOM 1810 CD1 PHE A1003 -20.024 -3.718 -25.024 1.00 35.83 C +ATOM 1811 CD2 PHE A1003 -18.349 -2.783 -26.518 1.00 32.41 C +ATOM 1812 CE1 PHE A1003 -19.919 -4.932 -25.687 1.00 37.36 C +ATOM 1813 CE2 PHE A1003 -18.254 -4.007 -27.165 1.00 35.63 C +ATOM 1814 CZ PHE A1003 -19.051 -5.071 -26.763 1.00 35.58 C +ATOM 1815 H PHE A1003 -21.488 -0.949 -25.998 1.00 28.23 H +ATOM 1816 HA PHE A1003 -20.872 -1.624 -23.287 1.00 28.18 H +ATOM 1817 HB3 PHE A1003 -18.513 -1.280 -23.993 1.00 29.26 H +ATOM 1818 HB2 PHE A1003 -19.040 -0.498 -25.453 1.00 29.26 H +ATOM 1819 HD1 PHE A1003 -20.697 -3.642 -24.184 1.00 35.83 H +ATOM 1820 HD2 PHE A1003 -17.720 -1.964 -26.835 1.00 32.41 H +ATOM 1821 HE1 PHE A1003 -20.509 -5.774 -25.354 1.00 37.36 H +ATOM 1822 HE2 PHE A1003 -17.555 -4.132 -27.978 1.00 35.63 H +ATOM 1823 HZ PHE A1003 -18.975 -6.020 -27.272 1.00 35.58 H +ATOM 1824 N ALA A1004 -20.705 1.578 -24.067 1.00 26.49 N +ATOM 1825 CA ALA A1004 -20.726 2.944 -23.542 1.00 26.36 C +ATOM 1826 C ALA A1004 -21.860 3.187 -22.532 1.00 28.13 C +ATOM 1827 O ALA A1004 -21.618 3.810 -21.500 1.00 27.39 O +ATOM 1828 CB ALA A1004 -20.837 3.926 -24.715 1.00 27.23 C +ATOM 1829 H ALA A1004 -20.890 1.484 -25.057 1.00 26.49 H +ATOM 1830 HA ALA A1004 -19.773 3.115 -23.041 1.00 26.36 H +ATOM 1831 HB1 ALA A1004 -20.637 4.947 -24.390 1.00 27.23 H +ATOM 1832 HB2 ALA A1004 -20.122 3.678 -25.500 1.00 27.23 H +ATOM 1833 HB3 ALA A1004 -21.829 3.918 -25.164 1.00 27.23 H +ATOM 1834 N GLN A1005 -23.060 2.661 -22.839 1.00 24.98 N +ATOM 1835 CA GLN A1005 -24.241 2.670 -21.976 1.00 26.13 C +ATOM 1836 C GLN A1005 -24.005 1.880 -20.676 1.00 30.14 C +ATOM 1837 O GLN A1005 -24.287 2.400 -19.601 1.00 29.23 O +ATOM 1838 CB GLN A1005 -25.433 2.097 -22.770 1.00 27.37 C +ATOM 1839 CG GLN A1005 -26.787 2.123 -22.034 1.00 34.59 C +ATOM 1840 CD GLN A1005 -27.753 1.102 -22.634 1.00 45.52 C +ATOM 1841 OE1 GLN A1005 -28.014 1.121 -23.835 1.00 37.97 O +ATOM 1842 NE2 GLN A1005 -28.296 0.216 -21.798 1.00 40.39 N +ATOM 1843 H GLN A1005 -23.170 2.180 -23.722 1.00 24.98 H +ATOM 1844 HA GLN A1005 -24.463 3.706 -21.713 1.00 26.13 H +ATOM 1845 HB3 GLN A1005 -25.200 1.069 -23.046 1.00 27.37 H +ATOM 1846 HB2 GLN A1005 -25.542 2.624 -23.717 1.00 27.37 H +ATOM 1847 HG3 GLN A1005 -27.223 3.120 -22.095 1.00 34.59 H +ATOM 1848 HG2 GLN A1005 -26.674 1.906 -20.973 1.00 34.59 H +ATOM 1849 HE22 GLN A1005 -28.941 -0.481 -22.142 1.00 40.39 H +ATOM 1850 HE21 GLN A1005 -28.027 0.204 -20.821 1.00 40.39 H +ATOM 1851 N GLN A1006 -23.477 0.652 -20.811 1.00 27.56 N +ATOM 1852 CA GLN A1006 -23.173 -0.270 -19.716 1.00 27.14 C +ATOM 1853 C GLN A1006 -22.072 0.236 -18.768 1.00 28.50 C +ATOM 1854 O GLN A1006 -22.194 0.035 -17.560 1.00 29.35 O +ATOM 1855 CB GLN A1006 -22.838 -1.652 -20.304 1.00 28.20 C +ATOM 1856 CG GLN A1006 -24.071 -2.360 -20.908 1.00 30.44 C +ATOM 1857 CD GLN A1006 -23.732 -3.689 -21.587 1.00 43.69 C +ATOM 1858 OE1 GLN A1006 -22.570 -4.021 -21.806 1.00 40.01 O +ATOM 1859 NE2 GLN A1006 -24.762 -4.459 -21.939 1.00 39.19 N +ATOM 1860 H GLN A1006 -23.289 0.300 -21.741 1.00 27.56 H +ATOM 1861 HA GLN A1006 -24.079 -0.372 -19.117 1.00 27.14 H +ATOM 1862 HB3 GLN A1006 -22.408 -2.289 -19.530 1.00 28.20 H +ATOM 1863 HB2 GLN A1006 -22.063 -1.537 -21.063 1.00 28.20 H +ATOM 1864 HG3 GLN A1006 -24.572 -1.725 -21.635 1.00 30.44 H +ATOM 1865 HG2 GLN A1006 -24.815 -2.535 -20.135 1.00 30.44 H +ATOM 1866 HE22 GLN A1006 -24.602 -5.353 -22.387 1.00 39.19 H +ATOM 1867 HE21 GLN A1006 -25.716 -4.155 -21.777 1.00 39.19 H +ATOM 1868 N ILE A1007 -21.062 0.943 -19.312 1.00 24.53 N +ATOM 1869 CA ILE A1007 -20.069 1.692 -18.536 1.00 23.52 C +ATOM 1870 C ILE A1007 -20.727 2.816 -17.713 1.00 26.94 C +ATOM 1871 O ILE A1007 -20.405 2.941 -16.536 1.00 25.88 O +ATOM 1872 CB ILE A1007 -18.931 2.286 -19.427 1.00 26.23 C +ATOM 1873 CG1 ILE A1007 -18.024 1.167 -19.988 1.00 26.44 C +ATOM 1874 CG2 ILE A1007 -18.040 3.356 -18.749 1.00 26.63 C +ATOM 1875 CD1 ILE A1007 -17.291 1.555 -21.285 1.00 29.19 C +ATOM 1876 H ILE A1007 -21.013 1.046 -20.317 1.00 24.53 H +ATOM 1877 HA ILE A1007 -19.614 0.992 -17.831 1.00 23.52 H +ATOM 1878 HB ILE A1007 -19.417 2.769 -20.276 1.00 26.23 H +ATOM 1879 HG13 ILE A1007 -18.608 0.270 -20.180 1.00 26.44 H +ATOM 1880 HG12 ILE A1007 -17.298 0.870 -19.230 1.00 26.44 H +ATOM 1881 HG21 ILE A1007 -17.216 3.653 -19.397 1.00 26.63 H +ATOM 1882 HG22 ILE A1007 -18.590 4.267 -18.511 1.00 26.63 H +ATOM 1883 HG23 ILE A1007 -17.606 2.974 -17.825 1.00 26.63 H +ATOM 1884 HD11 ILE A1007 -17.143 0.685 -21.925 1.00 29.19 H +ATOM 1885 HD12 ILE A1007 -17.847 2.290 -21.866 1.00 29.19 H +ATOM 1886 HD13 ILE A1007 -16.313 1.980 -21.071 1.00 29.19 H +ATOM 1887 N CYS A1008 -21.665 3.570 -18.316 1.00 24.96 N +ATOM 1888 CA CYS A1008 -22.405 4.643 -17.644 1.00 26.23 C +ATOM 1889 C CYS A1008 -23.328 4.144 -16.518 1.00 28.78 C +ATOM 1890 O CYS A1008 -23.468 4.853 -15.526 1.00 27.82 O +ATOM 1891 CB CYS A1008 -23.199 5.533 -18.619 1.00 27.44 C +ATOM 1892 SG CYS A1008 -22.060 6.457 -19.678 1.00 31.30 S +ATOM 1893 H CYS A1008 -21.894 3.406 -19.288 1.00 24.96 H +ATOM 1894 HA CYS A1008 -21.653 5.263 -17.158 1.00 26.23 H +ATOM 1895 HB3 CYS A1008 -23.802 6.261 -18.076 1.00 27.44 H +ATOM 1896 HB2 CYS A1008 -23.879 4.950 -19.240 1.00 27.44 H +ATOM 1897 HG CYS A1008 -21.658 5.407 -20.404 1.00 31.30 H +ATOM 1898 N GLU A1009 -23.905 2.938 -16.664 1.00 27.13 N +ATOM 1899 CA GLU A1009 -24.712 2.274 -15.636 1.00 27.79 C +ATOM 1900 C GLU A1009 -23.884 1.789 -14.430 1.00 31.65 C +ATOM 1901 O GLU A1009 -24.361 1.902 -13.301 1.00 32.67 O +ATOM 1902 CB GLU A1009 -25.530 1.130 -16.269 1.00 29.33 C +ATOM 1903 CG GLU A1009 -26.650 1.632 -17.202 1.00 35.16 C +ATOM 1904 CD GLU A1009 -27.432 0.501 -17.874 1.00 58.21 C +ATOM 1905 OE1 GLU A1009 -26.942 -0.003 -18.909 1.00 48.70 O +ATOM 1906 OE2 GLU A1009 -28.529 0.175 -17.369 1.00 60.77 O1- +ATOM 1907 H GLU A1009 -23.769 2.425 -17.524 1.00 27.13 H +ATOM 1908 HA GLU A1009 -25.420 3.006 -15.244 1.00 27.79 H +ATOM 1909 HB3 GLU A1009 -25.961 0.497 -15.492 1.00 29.33 H +ATOM 1910 HB2 GLU A1009 -24.857 0.492 -16.843 1.00 29.33 H +ATOM 1911 HG3 GLU A1009 -26.235 2.264 -17.984 1.00 35.16 H +ATOM 1912 HG2 GLU A1009 -27.341 2.262 -16.641 1.00 35.16 H +ATOM 1913 N GLY A1010 -22.657 1.295 -14.679 1.00 27.84 N +ATOM 1914 CA GLY A1010 -21.732 0.852 -13.634 1.00 27.29 C +ATOM 1915 C GLY A1010 -21.077 2.043 -12.915 1.00 30.56 C +ATOM 1916 O GLY A1010 -20.854 1.969 -11.707 1.00 30.70 O +ATOM 1917 H GLY A1010 -22.337 1.226 -15.636 1.00 27.84 H +ATOM 1918 HA3 GLY A1010 -20.956 0.239 -14.093 1.00 27.29 H +ATOM 1919 HA2 GLY A1010 -22.247 0.220 -12.909 1.00 27.29 H +ATOM 1920 N MET A1011 -20.798 3.140 -13.643 1.00 27.80 N +ATOM 1921 CA MET A1011 -20.230 4.381 -13.113 1.00 26.42 C +ATOM 1922 C MET A1011 -21.251 5.243 -12.348 1.00 31.30 C +ATOM 1923 O MET A1011 -20.854 5.901 -11.387 1.00 31.07 O +ATOM 1924 CB MET A1011 -19.591 5.196 -14.253 1.00 27.40 C +ATOM 1925 CG MET A1011 -18.266 4.634 -14.804 1.00 29.13 C +ATOM 1926 SD MET A1011 -16.888 4.453 -13.634 1.00 32.16 S +ATOM 1927 CE MET A1011 -16.919 6.084 -12.860 1.00 29.76 C +ATOM 1928 H MET A1011 -20.981 3.129 -14.638 1.00 27.80 H +ATOM 1929 HA MET A1011 -19.451 4.119 -12.397 1.00 26.42 H +ATOM 1930 HB3 MET A1011 -19.416 6.218 -13.918 1.00 27.40 H +ATOM 1931 HB2 MET A1011 -20.304 5.291 -15.073 1.00 27.40 H +ATOM 1932 HG3 MET A1011 -17.929 5.278 -15.615 1.00 29.13 H +ATOM 1933 HG2 MET A1011 -18.424 3.657 -15.250 1.00 29.13 H +ATOM 1934 HE1 MET A1011 -15.990 6.273 -12.328 1.00 29.76 H +ATOM 1935 HE2 MET A1011 -17.055 6.852 -13.618 1.00 29.76 H +ATOM 1936 HE3 MET A1011 -17.742 6.148 -12.148 1.00 29.76 H +ATOM 1937 N ALA A1012 -22.535 5.211 -12.749 1.00 27.75 N +ATOM 1938 CA ALA A1012 -23.634 5.849 -12.016 1.00 28.69 C +ATOM 1939 C ALA A1012 -23.888 5.180 -10.659 1.00 34.11 C +ATOM 1940 O ALA A1012 -24.101 5.891 -9.678 1.00 34.50 O +ATOM 1941 CB ALA A1012 -24.917 5.843 -12.856 1.00 29.26 C +ATOM 1942 H ALA A1012 -22.793 4.685 -13.573 1.00 27.75 H +ATOM 1943 HA ALA A1012 -23.360 6.890 -11.829 1.00 28.69 H +ATOM 1944 HB1 ALA A1012 -25.767 6.222 -12.287 1.00 29.26 H +ATOM 1945 HB2 ALA A1012 -24.815 6.478 -13.734 1.00 29.26 H +ATOM 1946 HB3 ALA A1012 -25.167 4.837 -13.194 1.00 29.26 H +ATOM 1947 N TYR A1013 -23.802 3.837 -10.621 1.00 31.58 N +ATOM 1948 CA TYR A1013 -23.833 3.052 -9.389 1.00 32.97 C +ATOM 1949 C TYR A1013 -22.647 3.367 -8.458 1.00 36.19 C +ATOM 1950 O TYR A1013 -22.873 3.547 -7.265 1.00 37.27 O +ATOM 1951 CB TYR A1013 -23.952 1.546 -9.717 1.00 34.46 C +ATOM 1952 CG TYR A1013 -23.724 0.624 -8.528 1.00 37.28 C +ATOM 1953 CD1 TYR A1013 -24.733 0.447 -7.560 1.00 41.29 C +ATOM 1954 CD2 TYR A1013 -22.475 -0.004 -8.357 1.00 37.10 C +ATOM 1955 CE1 TYR A1013 -24.484 -0.335 -6.415 1.00 41.87 C +ATOM 1956 CE2 TYR A1013 -22.228 -0.795 -7.220 1.00 38.57 C +ATOM 1957 CZ TYR A1013 -23.227 -0.947 -6.240 1.00 45.11 C +ATOM 1958 OH TYR A1013 -22.971 -1.682 -5.119 1.00 46.37 O +ATOM 1959 H TYR A1013 -23.632 3.324 -11.475 1.00 31.58 H +ATOM 1960 HA TYR A1013 -24.744 3.336 -8.858 1.00 32.97 H +ATOM 1961 HB3 TYR A1013 -23.229 1.281 -10.489 1.00 34.46 H +ATOM 1962 HB2 TYR A1013 -24.932 1.339 -10.149 1.00 34.46 H +ATOM 1963 HD1 TYR A1013 -25.691 0.933 -7.679 1.00 41.29 H +ATOM 1964 HD2 TYR A1013 -21.699 0.134 -9.093 1.00 37.10 H +ATOM 1965 HE1 TYR A1013 -25.254 -0.453 -5.668 1.00 41.87 H +ATOM 1966 HE2 TYR A1013 -21.271 -1.279 -7.103 1.00 38.57 H +ATOM 1967 HH TYR A1013 -23.715 -1.718 -4.512 1.00 46.37 H +ATOM 1968 N LEU A1014 -21.426 3.458 -9.016 1.00 29.93 N +ATOM 1969 CA LEU A1014 -20.195 3.785 -8.288 1.00 29.88 C +ATOM 1970 C LEU A1014 -20.270 5.149 -7.570 1.00 33.60 C +ATOM 1971 O LEU A1014 -19.846 5.249 -6.419 1.00 34.49 O +ATOM 1972 CB LEU A1014 -19.001 3.715 -9.269 1.00 29.28 C +ATOM 1973 CG LEU A1014 -17.604 3.885 -8.634 1.00 33.67 C +ATOM 1974 CD1 LEU A1014 -17.247 2.688 -7.739 1.00 34.68 C +ATOM 1975 CD2 LEU A1014 -16.526 4.121 -9.705 1.00 34.91 C +ATOM 1976 H LEU A1014 -21.321 3.285 -10.007 1.00 29.93 H +ATOM 1977 HA LEU A1014 -20.068 3.014 -7.526 1.00 29.88 H +ATOM 1978 HB3 LEU A1014 -19.131 4.492 -10.023 1.00 29.28 H +ATOM 1979 HB2 LEU A1014 -19.028 2.770 -9.814 1.00 29.28 H +ATOM 1980 HG LEU A1014 -17.600 4.778 -8.012 1.00 33.67 H +ATOM 1981 HD11 LEU A1014 -16.188 2.679 -7.476 1.00 34.68 H +ATOM 1982 HD12 LEU A1014 -17.808 2.711 -6.806 1.00 34.68 H +ATOM 1983 HD13 LEU A1014 -17.477 1.744 -8.233 1.00 34.68 H +ATOM 1984 HD21 LEU A1014 -15.644 3.497 -9.557 1.00 34.91 H +ATOM 1985 HD22 LEU A1014 -16.898 3.915 -10.707 1.00 34.91 H +ATOM 1986 HD23 LEU A1014 -16.193 5.159 -9.688 1.00 34.91 H +ATOM 1987 N HIS A1015 -20.849 6.150 -8.253 1.00 30.39 N +ATOM 1988 CA HIS A1015 -21.057 7.508 -7.748 1.00 30.40 C +ATOM 1989 C HIS A1015 -22.203 7.615 -6.730 1.00 37.10 C +ATOM 1990 O HIS A1015 -22.134 8.480 -5.858 1.00 37.94 O +ATOM 1991 CB HIS A1015 -21.294 8.459 -8.934 1.00 29.83 C +ATOM 1992 CG HIS A1015 -20.101 8.684 -9.828 1.00 31.72 C +ATOM 1993 ND1 HIS A1015 -20.082 9.715 -10.769 1.00 32.83 N +ATOM 1994 CD2 HIS A1015 -18.898 8.007 -9.891 1.00 32.40 C +ATOM 1995 CE1 HIS A1015 -18.890 9.629 -11.339 1.00 31.99 C +ATOM 1996 NE2 HIS A1015 -18.143 8.644 -10.852 1.00 31.94 N +ATOM 1997 H HIS A1015 -21.169 5.978 -9.197 1.00 30.39 H +ATOM 1998 HA HIS A1015 -20.152 7.828 -7.229 1.00 30.40 H +ATOM 1999 HB3 HIS A1015 -21.608 9.438 -8.569 1.00 29.83 H +ATOM 2000 HB2 HIS A1015 -22.112 8.089 -9.554 1.00 29.83 H +ATOM 2001 HD2 HIS A1015 -18.524 7.155 -9.345 1.00 32.40 H +ATOM 2002 HE1 HIS A1015 -18.573 10.275 -12.138 1.00 31.99 H +ATOM 2003 HE2 HIS A1015 -17.190 8.424 -11.119 1.00 31.94 H +ATOM 2004 N ALA A1016 -23.211 6.730 -6.834 1.00 34.33 N +ATOM 2005 CA ALA A1016 -24.292 6.585 -5.856 1.00 35.70 C +ATOM 2006 C ALA A1016 -23.821 5.922 -4.546 1.00 40.39 C +ATOM 2007 O ALA A1016 -24.360 6.244 -3.489 1.00 42.00 O +ATOM 2008 CB ALA A1016 -25.451 5.800 -6.489 1.00 36.70 C +ATOM 2009 H ALA A1016 -23.210 6.064 -7.594 1.00 34.33 H +ATOM 2010 HA ALA A1016 -24.662 7.581 -5.608 1.00 35.70 H +ATOM 2011 HB1 ALA A1016 -26.291 5.712 -5.799 1.00 36.70 H +ATOM 2012 HB2 ALA A1016 -25.818 6.300 -7.386 1.00 36.70 H +ATOM 2013 HB3 ALA A1016 -25.152 4.791 -6.772 1.00 36.70 H +ATOM 2014 N GLN A1017 -22.787 5.064 -4.635 1.00 37.13 N +ATOM 2015 CA GLN A1017 -22.036 4.512 -3.502 1.00 37.34 C +ATOM 2016 C GLN A1017 -20.962 5.483 -2.955 1.00 40.83 C +ATOM 2017 O GLN A1017 -20.257 5.120 -2.013 1.00 41.85 O +ATOM 2018 CB GLN A1017 -21.413 3.155 -3.915 1.00 37.57 C +ATOM 2019 CG GLN A1017 -22.410 2.027 -4.261 1.00 50.69 C +ATOM 2020 CD GLN A1017 -23.428 1.735 -3.159 1.00 63.42 C +ATOM 2021 OE1 GLN A1017 -23.055 1.428 -2.030 1.00 61.45 O +ATOM 2022 NE2 GLN A1017 -24.719 1.815 -3.487 1.00 53.50 N +ATOM 2023 H GLN A1017 -22.426 4.834 -5.551 1.00 37.13 H +ATOM 2024 HA GLN A1017 -22.727 4.347 -2.674 1.00 37.34 H +ATOM 2025 HB3 GLN A1017 -20.770 2.791 -3.113 1.00 37.57 H +ATOM 2026 HB2 GLN A1017 -20.758 3.304 -4.773 1.00 37.57 H +ATOM 2027 HG3 GLN A1017 -21.859 1.109 -4.466 1.00 50.69 H +ATOM 2028 HG2 GLN A1017 -22.944 2.264 -5.177 1.00 50.69 H +ATOM 2029 HE22 GLN A1017 -25.427 1.631 -2.791 1.00 53.50 H +ATOM 2030 HE21 GLN A1017 -24.995 2.075 -4.422 1.00 53.50 H +ATOM 2031 N HIS A1018 -20.868 6.694 -3.535 1.00 43.65 N +ATOM 2032 CA HIS A1018 -19.987 7.804 -3.159 1.00 42.72 C +ATOM 2033 C HIS A1018 -18.485 7.544 -3.385 1.00 42.39 C +ATOM 2034 O HIS A1018 -17.658 8.063 -2.636 1.00 42.28 O +ATOM 2035 CB HIS A1018 -20.325 8.353 -1.751 1.00 46.64 C +ATOM 2036 CG HIS A1018 -21.690 8.984 -1.654 1.00 52.37 C +ATOM 2037 ND1 HIS A1018 -21.945 10.278 -2.076 1.00 54.35 N +ATOM 2038 CD2 HIS A1018 -22.888 8.509 -1.166 1.00 56.51 C +ATOM 2039 CE1 HIS A1018 -23.236 10.521 -1.839 1.00 55.92 C +ATOM 2040 NE2 HIS A1018 -23.871 9.493 -1.289 1.00 57.64 N +ATOM 2041 H HIS A1018 -21.499 6.901 -4.297 1.00 43.65 H +ATOM 2042 HA HIS A1018 -20.228 8.589 -3.873 1.00 42.72 H +ATOM 2043 HB3 HIS A1018 -19.613 9.122 -1.457 1.00 46.64 H +ATOM 2044 HB2 HIS A1018 -20.245 7.572 -0.994 1.00 46.64 H +ATOM 2045 HD1 HIS A1018 -21.281 10.930 -2.475 1.00 54.35 H +ATOM 2046 HD2 HIS A1018 -23.116 7.542 -0.744 1.00 56.51 H +ATOM 2047 HE1 HIS A1018 -23.715 11.462 -2.067 1.00 55.92 H +ATOM 2048 N TYR A1019 -18.162 6.786 -4.443 1.00 35.47 N +ATOM 2049 CA TYR A1019 -16.796 6.540 -4.899 1.00 33.30 C +ATOM 2050 C TYR A1019 -16.560 7.203 -6.265 1.00 34.14 C +ATOM 2051 O TYR A1019 -17.489 7.334 -7.060 1.00 33.14 O +ATOM 2052 CB TYR A1019 -16.557 5.022 -5.022 1.00 34.28 C +ATOM 2053 CG TYR A1019 -16.661 4.215 -3.739 1.00 38.78 C +ATOM 2054 CD1 TYR A1019 -15.668 4.330 -2.746 1.00 41.85 C +ATOM 2055 CD2 TYR A1019 -17.732 3.318 -3.549 1.00 40.74 C +ATOM 2056 CE1 TYR A1019 -15.753 3.568 -1.566 1.00 44.99 C +ATOM 2057 CE2 TYR A1019 -17.808 2.539 -2.378 1.00 43.80 C +ATOM 2058 CZ TYR A1019 -16.817 2.663 -1.385 1.00 51.67 C +ATOM 2059 OH TYR A1019 -16.885 1.906 -0.251 1.00 54.79 O +ATOM 2060 H TYR A1019 -18.894 6.392 -5.020 1.00 35.47 H +ATOM 2061 HA TYR A1019 -16.081 6.951 -4.188 1.00 33.30 H +ATOM 2062 HB3 TYR A1019 -15.565 4.835 -5.438 1.00 34.28 H +ATOM 2063 HB2 TYR A1019 -17.263 4.613 -5.740 1.00 34.28 H +ATOM 2064 HD1 TYR A1019 -14.835 4.996 -2.893 1.00 41.85 H +ATOM 2065 HD2 TYR A1019 -18.492 3.220 -4.308 1.00 40.74 H +ATOM 2066 HE1 TYR A1019 -14.987 3.663 -0.812 1.00 44.99 H +ATOM 2067 HE2 TYR A1019 -18.625 1.845 -2.245 1.00 43.80 H +ATOM 2068 HH TYR A1019 -16.158 2.067 0.354 1.00 54.79 H +ATOM 2069 N ILE A1020 -15.289 7.536 -6.521 1.00 29.77 N +ATOM 2070 CA ILE A1020 -14.732 7.899 -7.826 1.00 28.07 C +ATOM 2071 C ILE A1020 -13.745 6.798 -8.262 1.00 32.77 C +ATOM 2072 O ILE A1020 -13.145 6.156 -7.399 1.00 34.18 O +ATOM 2073 CB ILE A1020 -13.975 9.261 -7.762 1.00 30.74 C +ATOM 2074 CG1 ILE A1020 -12.981 9.361 -6.573 1.00 31.83 C +ATOM 2075 CG2 ILE A1020 -14.990 10.419 -7.776 1.00 31.74 C +ATOM 2076 CD1 ILE A1020 -12.103 10.614 -6.545 1.00 34.37 C +ATOM 2077 H ILE A1020 -14.600 7.396 -5.793 1.00 29.77 H +ATOM 2078 HA ILE A1020 -15.529 7.954 -8.569 1.00 28.07 H +ATOM 2079 HB ILE A1020 -13.387 9.362 -8.676 1.00 30.74 H +ATOM 2080 HG13 ILE A1020 -12.317 8.498 -6.563 1.00 31.83 H +ATOM 2081 HG12 ILE A1020 -13.528 9.323 -5.635 1.00 31.83 H +ATOM 2082 HG21 ILE A1020 -14.504 11.393 -7.804 1.00 31.74 H +ATOM 2083 HG22 ILE A1020 -15.631 10.362 -8.656 1.00 31.74 H +ATOM 2084 HG23 ILE A1020 -15.638 10.391 -6.901 1.00 31.74 H +ATOM 2085 HD11 ILE A1020 -11.396 10.561 -5.718 1.00 34.37 H +ATOM 2086 HD12 ILE A1020 -11.523 10.701 -7.459 1.00 34.37 H +ATOM 2087 HD13 ILE A1020 -12.688 11.525 -6.418 1.00 34.37 H +ATOM 2088 N HIS A1021 -13.614 6.578 -9.582 1.00 29.57 N +ATOM 2089 CA HIS A1021 -12.786 5.511 -10.155 1.00 28.01 C +ATOM 2090 C HIS A1021 -11.322 5.937 -10.347 1.00 30.31 C +ATOM 2091 O HIS A1021 -10.436 5.175 -9.969 1.00 28.41 O +ATOM 2092 CB HIS A1021 -13.403 5.013 -11.479 1.00 27.19 C +ATOM 2093 CG HIS A1021 -12.853 3.693 -11.959 1.00 29.30 C +ATOM 2094 ND1 HIS A1021 -11.667 3.594 -12.689 1.00 30.35 N +ATOM 2095 CD2 HIS A1021 -13.363 2.425 -11.774 1.00 30.30 C +ATOM 2096 CE1 HIS A1021 -11.504 2.297 -12.912 1.00 29.49 C +ATOM 2097 NE2 HIS A1021 -12.474 1.556 -12.382 1.00 29.77 N +ATOM 2098 H HIS A1021 -14.123 7.159 -10.238 1.00 29.57 H +ATOM 2099 HA HIS A1021 -12.801 4.668 -9.461 1.00 28.01 H +ATOM 2100 HB3 HIS A1021 -13.282 5.753 -12.271 1.00 27.19 H +ATOM 2101 HB2 HIS A1021 -14.474 4.880 -11.356 1.00 27.19 H +ATOM 2102 HD2 HIS A1021 -14.255 2.085 -11.273 1.00 30.30 H +ATOM 2103 HE1 HIS A1021 -10.667 1.883 -13.456 1.00 29.49 H +ATOM 2104 HE2 HIS A1021 -12.538 0.547 -12.425 1.00 29.77 H +ATOM 2105 N ARG A1022 -11.096 7.121 -10.943 1.00 26.88 N +ATOM 2106 CA ARG A1022 -9.784 7.722 -11.235 1.00 26.62 C +ATOM 2107 C ARG A1022 -8.908 6.986 -12.278 1.00 29.84 C +ATOM 2108 O ARG A1022 -7.774 7.416 -12.489 1.00 30.79 O +ATOM 2109 CB ARG A1022 -8.980 7.994 -9.941 1.00 26.30 C +ATOM 2110 CG ARG A1022 -9.678 8.917 -8.919 1.00 34.16 C +ATOM 2111 CD ARG A1022 -8.867 9.205 -7.638 1.00 40.37 C +ATOM 2112 NE ARG A1022 -7.494 9.662 -7.927 1.00 53.37 N +ATOM 2113 CZ ARG A1022 -6.339 9.249 -7.370 1.00 66.01 C +ATOM 2114 NH1 ARG A1022 -6.301 8.376 -6.352 1.00 50.08 N +ATOM 2115 NH2 ARG A1022 -5.186 9.718 -7.861 1.00 58.24 N1+ +ATOM 2116 H ARG A1022 -11.894 7.664 -11.248 1.00 26.88 H +ATOM 2117 HA ARG A1022 -10.003 8.685 -11.691 1.00 26.62 H +ATOM 2118 HB3 ARG A1022 -8.038 8.461 -10.224 1.00 26.30 H +ATOM 2119 HB2 ARG A1022 -8.703 7.055 -9.468 1.00 26.30 H +ATOM 2120 HG3 ARG A1022 -10.571 8.380 -8.599 1.00 34.16 H +ATOM 2121 HG2 ARG A1022 -10.035 9.838 -9.374 1.00 34.16 H +ATOM 2122 HD3 ARG A1022 -8.962 8.416 -6.896 1.00 40.37 H +ATOM 2123 HD2 ARG A1022 -9.304 10.086 -7.170 1.00 40.37 H +ATOM 2124 HE ARG A1022 -7.428 10.323 -8.688 1.00 53.37 H +ATOM 2125 HH12 ARG A1022 -5.420 8.065 -5.971 1.00 50.08 H +ATOM 2126 HH11 ARG A1022 -7.160 7.948 -6.033 1.00 50.08 H +ATOM 2127 HH22 ARG A1022 -4.301 9.402 -7.489 1.00 58.24 H +ATOM 2128 HH21 ARG A1022 -5.185 10.345 -8.654 1.00 58.24 H +ATOM 2129 N ASN A1023 -9.418 5.931 -12.935 1.00 25.28 N +ATOM 2130 CA ASN A1023 -8.672 5.162 -13.934 1.00 24.95 C +ATOM 2131 C ASN A1023 -9.615 4.581 -15.005 1.00 27.49 C +ATOM 2132 O ASN A1023 -9.413 3.447 -15.436 1.00 27.32 O +ATOM 2133 CB ASN A1023 -7.816 4.068 -13.232 1.00 27.86 C +ATOM 2134 CG ASN A1023 -6.588 3.573 -14.014 1.00 46.94 C +ATOM 2135 OD1 ASN A1023 -6.243 4.089 -15.076 1.00 37.71 O +ATOM 2136 ND2 ASN A1023 -5.925 2.544 -13.483 1.00 47.99 N +ATOM 2137 H ASN A1023 -10.358 5.614 -12.735 1.00 25.28 H +ATOM 2138 HA ASN A1023 -8.030 5.821 -14.520 1.00 24.95 H +ATOM 2139 HB3 ASN A1023 -8.437 3.219 -12.941 1.00 27.86 H +ATOM 2140 HB2 ASN A1023 -7.417 4.470 -12.303 1.00 27.86 H +ATOM 2141 HD22 ASN A1023 -5.119 2.161 -13.957 1.00 47.99 H +ATOM 2142 HD21 ASN A1023 -6.237 2.118 -12.622 1.00 47.99 H +ATOM 2143 N LEU A1024 -10.648 5.336 -15.411 1.00 23.70 N +ATOM 2144 CA LEU A1024 -11.619 4.879 -16.405 1.00 23.85 C +ATOM 2145 C LEU A1024 -11.026 4.992 -17.823 1.00 29.77 C +ATOM 2146 O LEU A1024 -10.781 6.099 -18.301 1.00 30.30 O +ATOM 2147 CB LEU A1024 -12.947 5.643 -16.212 1.00 23.60 C +ATOM 2148 CG LEU A1024 -14.133 5.123 -17.053 1.00 28.86 C +ATOM 2149 CD1 LEU A1024 -14.514 3.664 -16.722 1.00 29.18 C +ATOM 2150 CD2 LEU A1024 -15.338 6.057 -16.884 1.00 32.57 C +ATOM 2151 H LEU A1024 -10.782 6.267 -15.035 1.00 23.70 H +ATOM 2152 HA LEU A1024 -11.821 3.825 -16.203 1.00 23.85 H +ATOM 2153 HB3 LEU A1024 -12.786 6.698 -16.431 1.00 23.60 H +ATOM 2154 HB2 LEU A1024 -13.227 5.603 -15.157 1.00 23.60 H +ATOM 2155 HG LEU A1024 -13.855 5.162 -18.107 1.00 28.86 H +ATOM 2156 HD11 LEU A1024 -15.581 3.551 -16.533 1.00 29.18 H +ATOM 2157 HD12 LEU A1024 -14.259 2.998 -17.547 1.00 29.18 H +ATOM 2158 HD13 LEU A1024 -14.004 3.295 -15.832 1.00 29.18 H +ATOM 2159 HD21 LEU A1024 -16.218 5.670 -17.397 1.00 32.57 H +ATOM 2160 HD22 LEU A1024 -15.592 6.194 -15.833 1.00 32.57 H +ATOM 2161 HD23 LEU A1024 -15.118 7.041 -17.292 1.00 32.57 H +ATOM 2162 N ALA A1025 -10.781 3.825 -18.437 1.00 25.59 N +ATOM 2163 CA ALA A1025 -10.140 3.647 -19.741 1.00 24.45 C +ATOM 2164 C ALA A1025 -10.518 2.265 -20.300 1.00 24.35 C +ATOM 2165 O ALA A1025 -10.969 1.410 -19.538 1.00 23.60 O +ATOM 2166 CB ALA A1025 -8.617 3.790 -19.578 1.00 25.60 C +ATOM 2167 H ALA A1025 -11.033 2.965 -17.971 1.00 25.59 H +ATOM 2168 HA ALA A1025 -10.493 4.413 -20.432 1.00 24.45 H +ATOM 2169 HB1 ALA A1025 -8.133 3.871 -20.549 1.00 25.60 H +ATOM 2170 HB2 ALA A1025 -8.354 4.689 -19.019 1.00 25.60 H +ATOM 2171 HB3 ALA A1025 -8.180 2.936 -19.064 1.00 25.60 H +ATOM 2172 N ALA A1026 -10.313 2.052 -21.613 1.00 21.93 N +ATOM 2173 CA ALA A1026 -10.616 0.790 -22.307 1.00 22.59 C +ATOM 2174 C ALA A1026 -9.798 -0.431 -21.830 1.00 27.08 C +ATOM 2175 O ALA A1026 -10.290 -1.554 -21.927 1.00 26.36 O +ATOM 2176 CB ALA A1026 -10.453 0.991 -23.819 1.00 24.44 C +ATOM 2177 H ALA A1026 -9.928 2.793 -22.186 1.00 21.93 H +ATOM 2178 HA ALA A1026 -11.668 0.563 -22.117 1.00 22.59 H +ATOM 2179 HB1 ALA A1026 -10.733 0.090 -24.365 1.00 24.44 H +ATOM 2180 HB2 ALA A1026 -11.089 1.800 -24.179 1.00 24.44 H +ATOM 2181 HB3 ALA A1026 -9.423 1.233 -24.083 1.00 24.44 H +ATOM 2182 N ARG A1027 -8.591 -0.185 -21.289 1.00 25.25 N +ATOM 2183 CA ARG A1027 -7.742 -1.139 -20.565 1.00 25.45 C +ATOM 2184 C ARG A1027 -8.425 -1.710 -19.307 1.00 28.29 C +ATOM 2185 O ARG A1027 -8.223 -2.878 -18.976 1.00 27.42 O +ATOM 2186 CB ARG A1027 -6.432 -0.403 -20.184 1.00 27.95 C +ATOM 2187 CG ARG A1027 -5.435 -1.193 -19.307 1.00 42.70 C +ATOM 2188 CD ARG A1027 -4.162 -0.408 -18.947 1.00 56.67 C +ATOM 2189 NE ARG A1027 -3.234 -0.266 -20.085 1.00 69.04 N +ATOM 2190 CZ ARG A1027 -2.191 0.580 -20.180 1.00 82.45 C +ATOM 2191 NH1 ARG A1027 -1.417 0.527 -21.271 1.00 58.12 N +ATOM 2192 NH2 ARG A1027 -1.893 1.468 -19.218 1.00 78.84 N1+ +ATOM 2193 H ARG A1027 -8.243 0.766 -21.316 1.00 25.25 H +ATOM 2194 HA ARG A1027 -7.506 -1.970 -21.231 1.00 25.45 H +ATOM 2195 HB3 ARG A1027 -6.693 0.509 -19.645 1.00 27.95 H +ATOM 2196 HB2 ARG A1027 -5.932 -0.070 -21.091 1.00 27.95 H +ATOM 2197 HG3 ARG A1027 -5.149 -2.068 -19.890 1.00 42.70 H +ATOM 2198 HG2 ARG A1027 -5.880 -1.580 -18.390 1.00 42.70 H +ATOM 2199 HD3 ARG A1027 -3.675 -0.813 -18.060 1.00 56.67 H +ATOM 2200 HD2 ARG A1027 -4.467 0.608 -18.695 1.00 56.67 H +ATOM 2201 HE ARG A1027 -3.396 -0.904 -20.850 1.00 69.04 H +ATOM 2202 HH12 ARG A1027 -0.649 1.172 -21.381 1.00 58.12 H +ATOM 2203 HH11 ARG A1027 -1.615 -0.134 -22.007 1.00 58.12 H +ATOM 2204 HH22 ARG A1027 -1.107 2.094 -19.316 1.00 78.84 H +ATOM 2205 HH21 ARG A1027 -2.462 1.513 -18.385 1.00 78.84 H +ATOM 2206 N ASN A1028 -9.194 -0.846 -18.632 1.00 25.48 N +ATOM 2207 CA ASN A1028 -9.823 -1.077 -17.334 1.00 25.69 C +ATOM 2208 C ASN A1028 -11.317 -1.429 -17.473 1.00 31.11 C +ATOM 2209 O ASN A1028 -11.999 -1.498 -16.454 1.00 31.65 O +ATOM 2210 CB ASN A1028 -9.602 0.176 -16.449 1.00 25.12 C +ATOM 2211 CG ASN A1028 -8.115 0.495 -16.245 1.00 40.47 C +ATOM 2212 OD1 ASN A1028 -7.402 -0.253 -15.588 1.00 35.79 O +ATOM 2213 ND2 ASN A1028 -7.627 1.597 -16.814 1.00 30.20 N +ATOM 2214 H ASN A1028 -9.333 0.079 -19.016 1.00 25.48 H +ATOM 2215 HA ASN A1028 -9.355 -1.930 -16.841 1.00 25.69 H +ATOM 2216 HB3 ASN A1028 -10.038 0.026 -15.461 1.00 25.12 H +ATOM 2217 HB2 ASN A1028 -10.111 1.042 -16.878 1.00 25.12 H +ATOM 2218 HD22 ASN A1028 -6.658 1.847 -16.685 1.00 30.20 H +ATOM 2219 HD21 ASN A1028 -8.239 2.229 -17.310 1.00 30.20 H +ATOM 2220 N VAL A1029 -11.798 -1.668 -18.706 1.00 26.95 N +ATOM 2221 CA VAL A1029 -13.139 -2.175 -18.986 1.00 26.70 C +ATOM 2222 C VAL A1029 -12.988 -3.520 -19.714 1.00 31.33 C +ATOM 2223 O VAL A1029 -12.373 -3.583 -20.778 1.00 31.48 O +ATOM 2224 CB VAL A1029 -13.976 -1.193 -19.852 1.00 30.65 C +ATOM 2225 CG1 VAL A1029 -15.338 -1.776 -20.277 1.00 31.45 C +ATOM 2226 CG2 VAL A1029 -14.220 0.131 -19.105 1.00 29.49 C +ATOM 2227 H VAL A1029 -11.183 -1.583 -19.503 1.00 26.95 H +ATOM 2228 HA VAL A1029 -13.684 -2.346 -18.056 1.00 26.70 H +ATOM 2229 HB VAL A1029 -13.412 -0.960 -20.757 1.00 30.65 H +ATOM 2230 HG11 VAL A1029 -15.924 -1.049 -20.837 1.00 31.45 H +ATOM 2231 HG12 VAL A1029 -15.230 -2.654 -20.910 1.00 31.45 H +ATOM 2232 HG13 VAL A1029 -15.921 -2.070 -19.403 1.00 31.45 H +ATOM 2233 HG21 VAL A1029 -14.744 0.849 -19.734 1.00 29.49 H +ATOM 2234 HG22 VAL A1029 -14.822 -0.027 -18.209 1.00 29.49 H +ATOM 2235 HG23 VAL A1029 -13.291 0.602 -18.790 1.00 29.49 H +ATOM 2236 N LEU A1030 -13.548 -4.562 -19.088 1.00 29.26 N +ATOM 2237 CA LEU A1030 -13.434 -5.968 -19.450 1.00 29.87 C +ATOM 2238 C LEU A1030 -14.733 -6.447 -20.113 1.00 34.28 C +ATOM 2239 O LEU A1030 -15.816 -6.037 -19.705 1.00 33.78 O +ATOM 2240 CB LEU A1030 -13.138 -6.783 -18.169 1.00 30.51 C +ATOM 2241 CG LEU A1030 -11.936 -6.290 -17.328 1.00 34.35 C +ATOM 2242 CD1 LEU A1030 -11.856 -7.064 -16.001 1.00 34.54 C +ATOM 2243 CD2 LEU A1030 -10.610 -6.344 -18.112 1.00 35.67 C +ATOM 2244 H LEU A1030 -14.085 -4.388 -18.246 1.00 29.26 H +ATOM 2245 HA LEU A1030 -12.621 -6.109 -20.154 1.00 29.87 H +ATOM 2246 HB3 LEU A1030 -12.970 -7.825 -18.443 1.00 30.51 H +ATOM 2247 HB2 LEU A1030 -14.023 -6.771 -17.529 1.00 30.51 H +ATOM 2248 HG LEU A1030 -12.099 -5.248 -17.048 1.00 34.35 H +ATOM 2249 HD11 LEU A1030 -10.853 -7.056 -15.576 1.00 34.54 H +ATOM 2250 HD12 LEU A1030 -12.517 -6.617 -15.257 1.00 34.54 H +ATOM 2251 HD13 LEU A1030 -12.155 -8.106 -16.124 1.00 34.54 H +ATOM 2252 HD21 LEU A1030 -9.796 -6.774 -17.533 1.00 35.67 H +ATOM 2253 HD22 LEU A1030 -10.700 -6.943 -19.016 1.00 35.67 H +ATOM 2254 HD23 LEU A1030 -10.295 -5.343 -18.409 1.00 35.67 H +ATOM 2255 N LEU A1031 -14.593 -7.319 -21.118 1.00 30.49 N +ATOM 2256 CA LEU A1031 -15.677 -7.865 -21.925 1.00 32.51 C +ATOM 2257 C LEU A1031 -15.990 -9.291 -21.448 1.00 35.33 C +ATOM 2258 O LEU A1031 -15.113 -10.153 -21.506 1.00 35.33 O +ATOM 2259 CB LEU A1031 -15.209 -7.845 -23.396 1.00 33.91 C +ATOM 2260 CG LEU A1031 -16.302 -8.174 -24.433 1.00 41.72 C +ATOM 2261 CD1 LEU A1031 -17.357 -7.065 -24.522 1.00 42.04 C +ATOM 2262 CD2 LEU A1031 -15.696 -8.439 -25.818 1.00 45.52 C +ATOM 2263 H LEU A1031 -13.662 -7.617 -21.389 1.00 30.49 H +ATOM 2264 HA LEU A1031 -16.567 -7.241 -21.825 1.00 32.51 H +ATOM 2265 HB3 LEU A1031 -14.375 -8.541 -23.507 1.00 33.91 H +ATOM 2266 HB2 LEU A1031 -14.790 -6.866 -23.627 1.00 33.91 H +ATOM 2267 HG LEU A1031 -16.801 -9.093 -24.128 1.00 41.72 H +ATOM 2268 HD11 LEU A1031 -17.957 -7.181 -25.423 1.00 42.04 H +ATOM 2269 HD12 LEU A1031 -18.043 -7.102 -23.679 1.00 42.04 H +ATOM 2270 HD13 LEU A1031 -16.903 -6.074 -24.546 1.00 42.04 H +ATOM 2271 HD21 LEU A1031 -16.156 -9.306 -26.290 1.00 45.52 H +ATOM 2272 HD22 LEU A1031 -15.839 -7.592 -26.491 1.00 45.52 H +ATOM 2273 HD23 LEU A1031 -14.625 -8.629 -25.764 1.00 45.52 H +ATOM 2274 N ASP A1032 -17.230 -9.515 -20.985 1.00 33.70 N +ATOM 2275 CA ASP A1032 -17.712 -10.827 -20.543 1.00 35.49 C +ATOM 2276 C ASP A1032 -18.166 -11.661 -21.755 1.00 42.98 C +ATOM 2277 O ASP A1032 -17.727 -12.798 -21.921 1.00 43.01 O +ATOM 2278 CB ASP A1032 -18.822 -10.678 -19.476 1.00 38.24 C +ATOM 2279 CG ASP A1032 -19.218 -11.987 -18.779 1.00 57.45 C +ATOM 2280 OD1 ASP A1032 -20.169 -12.639 -19.268 1.00 62.50 O +ATOM 2281 OD2 ASP A1032 -18.465 -12.387 -17.864 1.00 62.05 O1- +ATOM 2282 H ASP A1032 -17.907 -8.764 -20.978 1.00 33.70 H +ATOM 2283 HA ASP A1032 -16.879 -11.358 -20.082 1.00 35.49 H +ATOM 2284 HB3 ASP A1032 -19.703 -10.217 -19.924 1.00 38.24 H +ATOM 2285 HB2 ASP A1032 -18.498 -9.962 -18.720 1.00 38.24 H +ATOM 2286 N ASN A1033 -19.010 -11.038 -22.589 1.00 43.24 N +ATOM 2287 CA ASN A1033 -19.496 -11.544 -23.869 1.00 46.44 C +ATOM 2288 C ASN A1033 -19.762 -10.349 -24.801 1.00 51.69 C +ATOM 2289 O ASN A1033 -19.561 -9.203 -24.398 1.00 49.09 O +ATOM 2290 CB ASN A1033 -20.703 -12.502 -23.675 1.00 48.31 C +ATOM 2291 CG ASN A1033 -21.947 -11.875 -23.033 1.00 66.28 C +ATOM 2292 OD1 ASN A1033 -22.671 -11.117 -23.674 1.00 59.86 O +ATOM 2293 ND2 ASN A1033 -22.211 -12.205 -21.767 1.00 59.92 N +ATOM 2294 H ASN A1033 -19.289 -10.090 -22.377 1.00 43.24 H +ATOM 2295 HA ASN A1033 -18.694 -12.117 -24.331 1.00 46.44 H +ATOM 2296 HB3 ASN A1033 -20.389 -13.358 -23.076 1.00 48.31 H +ATOM 2297 HB2 ASN A1033 -21.002 -12.918 -24.638 1.00 48.31 H +ATOM 2298 HD22 ASN A1033 -23.026 -11.828 -21.307 1.00 59.92 H +ATOM 2299 HD21 ASN A1033 -21.579 -12.797 -21.242 1.00 59.92 H +ATOM 2300 N ASP A1034 -20.218 -10.631 -26.032 1.00 52.34 N +ATOM 2301 CA ASP A1034 -20.535 -9.640 -27.073 1.00 53.71 C +ATOM 2302 C ASP A1034 -21.507 -8.516 -26.646 1.00 56.50 C +ATOM 2303 O ASP A1034 -21.409 -7.420 -27.190 1.00 55.06 O +ATOM 2304 CB ASP A1034 -20.990 -10.266 -28.427 1.00 59.25 C +ATOM 2305 CG ASP A1034 -21.924 -11.494 -28.402 1.00 77.62 C +ATOM 2306 OD1 ASP A1034 -22.639 -11.706 -27.397 1.00 79.51 O +ATOM 2307 OD2 ASP A1034 -22.007 -12.140 -29.469 1.00 88.40 O1- +ATOM 2308 H ASP A1034 -20.398 -11.592 -26.284 1.00 52.34 H +ATOM 2309 HA ASP A1034 -19.585 -9.140 -27.273 1.00 53.71 H +ATOM 2310 HB3 ASP A1034 -20.095 -10.532 -28.993 1.00 59.25 H +ATOM 2311 HB2 ASP A1034 -21.495 -9.512 -29.032 1.00 59.25 H +ATOM 2312 N ARG A1035 -22.406 -8.796 -25.687 1.00 52.42 N +ATOM 2313 CA ARG A1035 -23.448 -7.882 -25.216 1.00 52.12 C +ATOM 2314 C ARG A1035 -23.343 -7.580 -23.704 1.00 53.91 C +ATOM 2315 O ARG A1035 -24.336 -7.124 -23.136 1.00 54.42 O +ATOM 2316 CB ARG A1035 -24.835 -8.467 -25.595 1.00 56.06 C +ATOM 2317 CG ARG A1035 -25.086 -8.703 -27.101 1.00 68.03 C +ATOM 2318 CD ARG A1035 -24.897 -7.444 -27.966 1.00 74.26 C +ATOM 2319 NE ARG A1035 -25.309 -7.644 -29.365 1.00 83.22 N +ATOM 2320 CZ ARG A1035 -26.494 -7.332 -29.925 1.00103.41 C +ATOM 2321 NH1 ARG A1035 -27.506 -6.799 -29.222 1.00 95.23 N +ATOM 2322 NH2 ARG A1035 -26.668 -7.561 -31.233 1.00 92.56 N1+ +ATOM 2323 H ARG A1035 -22.419 -9.724 -25.282 1.00 52.42 H +ATOM 2324 HA ARG A1035 -23.344 -6.910 -25.700 1.00 52.12 H +ATOM 2325 HB3 ARG A1035 -25.620 -7.801 -25.237 1.00 56.06 H +ATOM 2326 HB2 ARG A1035 -24.983 -9.410 -25.066 1.00 56.06 H +ATOM 2327 HG3 ARG A1035 -26.057 -9.166 -27.280 1.00 68.03 H +ATOM 2328 HG2 ARG A1035 -24.352 -9.442 -27.423 1.00 68.03 H +ATOM 2329 HD3 ARG A1035 -23.832 -7.242 -28.056 1.00 74.26 H +ATOM 2330 HD2 ARG A1035 -25.331 -6.559 -27.506 1.00 74.26 H +ATOM 2331 HE ARG A1035 -24.607 -8.071 -29.954 1.00 83.22 H +ATOM 2332 HH12 ARG A1035 -28.382 -6.569 -29.667 1.00 95.23 H +ATOM 2333 HH11 ARG A1035 -27.412 -6.662 -28.223 1.00 95.23 H +ATOM 2334 HH22 ARG A1035 -27.544 -7.335 -31.681 1.00 92.56 H +ATOM 2335 HH21 ARG A1035 -25.921 -7.962 -31.782 1.00 92.56 H +ATOM 2336 N LEU A1036 -22.174 -7.803 -23.070 1.00 47.46 N +ATOM 2337 CA LEU A1036 -21.967 -7.538 -21.640 1.00 44.95 C +ATOM 2338 C LEU A1036 -20.533 -7.065 -21.368 1.00 44.87 C +ATOM 2339 O LEU A1036 -19.582 -7.752 -21.739 1.00 44.01 O +ATOM 2340 CB LEU A1036 -22.340 -8.791 -20.812 1.00 46.48 C +ATOM 2341 CG LEU A1036 -22.180 -8.679 -19.274 1.00 50.35 C +ATOM 2342 CD1 LEU A1036 -22.973 -7.502 -18.671 1.00 50.69 C +ATOM 2343 CD2 LEU A1036 -22.529 -10.018 -18.591 1.00 54.50 C +ATOM 2344 H LEU A1036 -21.382 -8.171 -23.579 1.00 47.46 H +ATOM 2345 HA LEU A1036 -22.630 -6.724 -21.343 1.00 44.95 H +ATOM 2346 HB3 LEU A1036 -21.719 -9.617 -21.159 1.00 46.48 H +ATOM 2347 HB2 LEU A1036 -23.369 -9.073 -21.040 1.00 46.48 H +ATOM 2348 HG LEU A1036 -21.127 -8.494 -19.056 1.00 50.35 H +ATOM 2349 HD11 LEU A1036 -23.473 -7.760 -17.737 1.00 50.69 H +ATOM 2350 HD12 LEU A1036 -22.306 -6.670 -18.448 1.00 50.69 H +ATOM 2351 HD13 LEU A1036 -23.741 -7.137 -19.353 1.00 50.69 H +ATOM 2352 HD21 LEU A1036 -21.721 -10.346 -17.938 1.00 54.50 H +ATOM 2353 HD22 LEU A1036 -23.433 -9.959 -17.986 1.00 54.50 H +ATOM 2354 HD23 LEU A1036 -22.691 -10.816 -19.315 1.00 54.50 H +ATOM 2355 N VAL A1037 -20.428 -5.918 -20.680 1.00 38.25 N +ATOM 2356 CA VAL A1037 -19.183 -5.244 -20.316 1.00 36.27 C +ATOM 2357 C VAL A1037 -19.170 -4.944 -18.803 1.00 39.75 C +ATOM 2358 O VAL A1037 -20.229 -4.712 -18.218 1.00 42.27 O +ATOM 2359 CB VAL A1037 -19.016 -3.946 -21.177 1.00 39.78 C +ATOM 2360 CG1 VAL A1037 -19.009 -2.583 -20.456 1.00 38.54 C +ATOM 2361 CG2 VAL A1037 -17.802 -4.070 -22.103 1.00 38.84 C +ATOM 2362 H VAL A1037 -21.272 -5.428 -20.415 1.00 38.25 H +ATOM 2363 HA VAL A1037 -18.349 -5.920 -20.508 1.00 36.27 H +ATOM 2364 HB VAL A1037 -19.873 -3.887 -21.850 1.00 39.78 H +ATOM 2365 HG11 VAL A1037 -18.916 -1.774 -21.181 1.00 38.54 H +ATOM 2366 HG12 VAL A1037 -19.935 -2.413 -19.907 1.00 38.54 H +ATOM 2367 HG13 VAL A1037 -18.179 -2.490 -19.757 1.00 38.54 H +ATOM 2368 HG21 VAL A1037 -17.730 -3.211 -22.767 1.00 38.84 H +ATOM 2369 HG22 VAL A1037 -16.873 -4.154 -21.540 1.00 38.84 H +ATOM 2370 HG23 VAL A1037 -17.890 -4.953 -22.732 1.00 38.84 H +ATOM 2371 N LYS A1038 -17.968 -4.982 -18.204 1.00 33.36 N +ATOM 2372 CA LYS A1038 -17.714 -4.878 -16.766 1.00 33.06 C +ATOM 2373 C LYS A1038 -16.485 -4.002 -16.491 1.00 35.92 C +ATOM 2374 O LYS A1038 -15.436 -4.235 -17.082 1.00 35.20 O +ATOM 2375 CB LYS A1038 -17.479 -6.290 -16.190 1.00 36.83 C +ATOM 2376 CG LYS A1038 -18.749 -7.145 -16.080 1.00 43.54 C +ATOM 2377 CD LYS A1038 -18.421 -8.608 -15.749 1.00 43.25 C +ATOM 2378 CE LYS A1038 -19.663 -9.482 -15.509 1.00 48.33 C +ATOM 2379 NZ LYS A1038 -20.306 -9.193 -14.214 1.00 58.37 N1+ +ATOM 2380 H LYS A1038 -17.149 -5.184 -18.767 1.00 33.36 H +ATOM 2381 HA LYS A1038 -18.574 -4.425 -16.277 1.00 33.06 H +ATOM 2382 HB3 LYS A1038 -17.052 -6.212 -15.188 1.00 36.83 H +ATOM 2383 HB2 LYS A1038 -16.730 -6.807 -16.793 1.00 36.83 H +ATOM 2384 HG3 LYS A1038 -19.317 -7.118 -17.009 1.00 43.54 H +ATOM 2385 HG2 LYS A1038 -19.391 -6.713 -15.312 1.00 43.54 H +ATOM 2386 HD3 LYS A1038 -17.751 -8.642 -14.891 1.00 43.25 H +ATOM 2387 HD2 LYS A1038 -17.852 -9.036 -16.575 1.00 43.25 H +ATOM 2388 HE3 LYS A1038 -19.380 -10.535 -15.514 1.00 48.33 H +ATOM 2389 HE2 LYS A1038 -20.386 -9.341 -16.312 1.00 48.33 H +ATOM 2390 HZ1 LYS A1038 -20.568 -8.218 -14.175 1.00 58.37 H +ATOM 2391 HZ2 LYS A1038 -21.132 -9.766 -14.115 1.00 58.37 H +ATOM 2392 HZ3 LYS A1038 -19.651 -9.405 -13.472 1.00 58.37 H +ATOM 2393 N ILE A1039 -16.614 -3.050 -15.556 1.00 32.33 N +ATOM 2394 CA ILE A1039 -15.529 -2.171 -15.108 1.00 30.26 C +ATOM 2395 C ILE A1039 -14.627 -2.911 -14.094 1.00 36.96 C +ATOM 2396 O ILE A1039 -15.145 -3.519 -13.160 1.00 36.41 O +ATOM 2397 CB ILE A1039 -16.108 -0.894 -14.429 1.00 32.08 C +ATOM 2398 CG1 ILE A1039 -17.001 -0.080 -15.398 1.00 32.40 C +ATOM 2399 CG2 ILE A1039 -15.044 0.034 -13.803 1.00 30.46 C +ATOM 2400 CD1 ILE A1039 -18.035 0.790 -14.673 1.00 32.90 C +ATOM 2401 H ILE A1039 -17.509 -2.910 -15.106 1.00 32.33 H +ATOM 2402 HA ILE A1039 -14.934 -1.867 -15.971 1.00 30.26 H +ATOM 2403 HB ILE A1039 -16.746 -1.235 -13.613 1.00 32.08 H +ATOM 2404 HG13 ILE A1039 -17.551 -0.733 -16.075 1.00 32.40 H +ATOM 2405 HG12 ILE A1039 -16.380 0.544 -16.043 1.00 32.40 H +ATOM 2406 HG21 ILE A1039 -15.498 0.926 -13.372 1.00 30.46 H +ATOM 2407 HG22 ILE A1039 -14.493 -0.448 -12.997 1.00 30.46 H +ATOM 2408 HG23 ILE A1039 -14.320 0.364 -14.550 1.00 30.46 H +ATOM 2409 HD11 ILE A1039 -18.793 1.149 -15.368 1.00 32.90 H +ATOM 2410 HD12 ILE A1039 -18.548 0.231 -13.890 1.00 32.90 H +ATOM 2411 HD13 ILE A1039 -17.570 1.656 -14.208 1.00 32.90 H +ATOM 2412 N GLY A1040 -13.302 -2.826 -14.292 1.00 34.99 N +ATOM 2413 CA GLY A1040 -12.289 -3.434 -13.430 1.00 35.46 C +ATOM 2414 C GLY A1040 -11.231 -2.398 -13.023 1.00 40.57 C +ATOM 2415 O GLY A1040 -11.286 -1.237 -13.431 1.00 40.24 O +ATOM 2416 H GLY A1040 -12.951 -2.287 -15.075 1.00 34.99 H +ATOM 2417 HA3 GLY A1040 -11.814 -4.254 -13.968 1.00 35.46 H +ATOM 2418 HA2 GLY A1040 -12.724 -3.850 -12.522 1.00 35.46 H +ATOM 2419 N ASP A1041 -10.271 -2.859 -12.199 1.00 37.60 N +ATOM 2420 CA ASP A1041 -9.139 -2.132 -11.605 1.00 37.19 C +ATOM 2421 C ASP A1041 -9.620 -0.924 -10.778 1.00 39.90 C +ATOM 2422 O ASP A1041 -9.731 0.180 -11.309 1.00 40.83 O +ATOM 2423 CB ASP A1041 -8.025 -1.778 -12.635 1.00 38.16 C +ATOM 2424 CG ASP A1041 -6.667 -1.263 -12.095 1.00 45.68 C +ATOM 2425 OD1 ASP A1041 -5.762 -1.083 -12.938 1.00 47.53 O +ATOM 2426 OD2 ASP A1041 -6.511 -1.058 -10.870 1.00 46.86 O1- +ATOM 2427 H ASP A1041 -10.325 -3.828 -11.918 1.00 37.60 H +ATOM 2428 HA ASP A1041 -8.695 -2.841 -10.905 1.00 37.19 H +ATOM 2429 HB3 ASP A1041 -8.418 -1.044 -13.339 1.00 38.16 H +ATOM 2430 HB2 ASP A1041 -7.825 -2.662 -13.241 1.00 38.16 H +ATOM 2431 N PHE A1042 -9.874 -1.177 -9.486 1.00 32.99 N +ATOM 2432 CA PHE A1042 -10.252 -0.180 -8.482 1.00 32.48 C +ATOM 2433 C PHE A1042 -9.048 0.246 -7.614 1.00 35.62 C +ATOM 2434 O PHE A1042 -9.241 0.681 -6.480 1.00 35.44 O +ATOM 2435 CB PHE A1042 -11.446 -0.723 -7.659 1.00 35.36 C +ATOM 2436 CG PHE A1042 -12.746 -0.802 -8.444 1.00 36.03 C +ATOM 2437 CD1 PHE A1042 -13.628 0.299 -8.473 1.00 39.47 C +ATOM 2438 CD2 PHE A1042 -12.997 -1.898 -9.298 1.00 37.32 C +ATOM 2439 CE1 PHE A1042 -14.757 0.263 -9.281 1.00 39.56 C +ATOM 2440 CE2 PHE A1042 -14.124 -1.908 -10.107 1.00 40.21 C +ATOM 2441 CZ PHE A1042 -15.004 -0.835 -10.094 1.00 38.02 C +ATOM 2442 H PHE A1042 -9.761 -2.121 -9.143 1.00 32.99 H +ATOM 2443 HA PHE A1042 -10.592 0.732 -8.974 1.00 32.48 H +ATOM 2444 HB3 PHE A1042 -11.630 -0.106 -6.779 1.00 35.36 H +ATOM 2445 HB2 PHE A1042 -11.210 -1.720 -7.281 1.00 35.36 H +ATOM 2446 HD1 PHE A1042 -13.434 1.171 -7.865 1.00 39.47 H +ATOM 2447 HD2 PHE A1042 -12.311 -2.731 -9.331 1.00 37.32 H +ATOM 2448 HE1 PHE A1042 -15.438 1.099 -9.293 1.00 39.56 H +ATOM 2449 HE2 PHE A1042 -14.309 -2.752 -10.753 1.00 40.21 H +ATOM 2450 HZ PHE A1042 -15.878 -0.849 -10.728 1.00 38.02 H +ATOM 2451 N GLY A1043 -7.822 0.119 -8.156 1.00 33.72 N +ATOM 2452 CA GLY A1043 -6.562 0.403 -7.464 1.00 35.61 C +ATOM 2453 C GLY A1043 -6.236 1.898 -7.376 1.00 40.83 C +ATOM 2454 O GLY A1043 -5.336 2.268 -6.627 1.00 42.94 O +ATOM 2455 H GLY A1043 -7.738 -0.245 -9.097 1.00 33.72 H +ATOM 2456 HA3 GLY A1043 -5.756 -0.110 -7.987 1.00 35.61 H +ATOM 2457 HA2 GLY A1043 -6.588 -0.000 -6.454 1.00 35.61 H +ATOM 2458 N LEU A1044 -6.964 2.757 -8.101 1.00 35.95 N +ATOM 2459 CA LEU A1044 -6.868 4.212 -8.002 1.00 35.55 C +ATOM 2460 C LEU A1044 -8.174 4.815 -7.450 1.00 38.20 C +ATOM 2461 O LEU A1044 -8.207 6.019 -7.209 1.00 37.43 O +ATOM 2462 CB LEU A1044 -6.463 4.769 -9.392 1.00 34.71 C +ATOM 2463 CG LEU A1044 -5.546 6.012 -9.370 1.00 41.15 C +ATOM 2464 CD1 LEU A1044 -4.267 5.793 -8.534 1.00 45.80 C +ATOM 2465 CD2 LEU A1044 -5.202 6.468 -10.803 1.00 40.55 C +ATOM 2466 H LEU A1044 -7.669 2.407 -8.738 1.00 35.95 H +ATOM 2467 HA LEU A1044 -6.111 4.481 -7.266 1.00 35.55 H +ATOM 2468 HB3 LEU A1044 -7.359 4.978 -9.980 1.00 34.71 H +ATOM 2469 HB2 LEU A1044 -5.931 3.993 -9.948 1.00 34.71 H +ATOM 2470 HG LEU A1044 -6.111 6.821 -8.906 1.00 41.15 H +ATOM 2471 HD11 LEU A1044 -3.368 6.181 -9.013 1.00 45.80 H +ATOM 2472 HD12 LEU A1044 -4.346 6.292 -7.569 1.00 45.80 H +ATOM 2473 HD13 LEU A1044 -4.091 4.735 -8.341 1.00 45.80 H +ATOM 2474 HD21 LEU A1044 -5.457 7.516 -10.941 1.00 40.55 H +ATOM 2475 HD22 LEU A1044 -4.144 6.362 -11.044 1.00 40.55 H +ATOM 2476 HD23 LEU A1044 -5.746 5.901 -11.558 1.00 40.55 H +ATOM 2477 N ALA A1045 -9.209 3.982 -7.223 1.00 34.45 N +ATOM 2478 CA ALA A1045 -10.511 4.387 -6.698 1.00 35.33 C +ATOM 2479 C ALA A1045 -10.439 4.900 -5.252 1.00 41.48 C +ATOM 2480 O ALA A1045 -9.613 4.431 -4.467 1.00 41.92 O +ATOM 2481 CB ALA A1045 -11.497 3.216 -6.820 1.00 35.84 C +ATOM 2482 H ALA A1045 -9.099 2.998 -7.419 1.00 34.45 H +ATOM 2483 HA ALA A1045 -10.854 5.202 -7.333 1.00 35.33 H +ATOM 2484 HB1 ALA A1045 -12.507 3.520 -6.545 1.00 35.84 H +ATOM 2485 HB2 ALA A1045 -11.536 2.843 -7.844 1.00 35.84 H +ATOM 2486 HB3 ALA A1045 -11.218 2.387 -6.170 1.00 35.84 H +ATOM 2487 N LYS A1046 -11.313 5.867 -4.943 1.00 39.67 N +ATOM 2488 CA LYS A1046 -11.335 6.594 -3.679 1.00 41.51 C +ATOM 2489 C LYS A1046 -12.769 6.933 -3.274 1.00 46.70 C +ATOM 2490 O LYS A1046 -13.584 7.254 -4.135 1.00 45.21 O +ATOM 2491 CB LYS A1046 -10.496 7.886 -3.832 1.00 43.95 C +ATOM 2492 CG LYS A1046 -9.006 7.725 -3.484 1.00 52.94 C +ATOM 2493 CD LYS A1046 -8.701 7.356 -2.018 1.00 61.30 C +ATOM 2494 CE LYS A1046 -9.532 8.134 -0.976 1.00 72.46 C +ATOM 2495 NZ LYS A1046 -9.060 7.912 0.401 1.00 80.50 N1+ +ATOM 2496 H LYS A1046 -11.985 6.167 -5.638 1.00 39.67 H +ATOM 2497 HA LYS A1046 -10.921 5.960 -2.893 1.00 41.51 H +ATOM 2498 HB3 LYS A1046 -10.898 8.679 -3.200 1.00 43.95 H +ATOM 2499 HB2 LYS A1046 -10.597 8.276 -4.845 1.00 43.95 H +ATOM 2500 HG3 LYS A1046 -8.499 8.654 -3.726 1.00 52.94 H +ATOM 2501 HG2 LYS A1046 -8.557 6.980 -4.141 1.00 52.94 H +ATOM 2502 HD3 LYS A1046 -7.640 7.539 -1.844 1.00 61.30 H +ATOM 2503 HD2 LYS A1046 -8.836 6.282 -1.891 1.00 61.30 H +ATOM 2504 HE3 LYS A1046 -10.578 7.837 -1.019 1.00 72.46 H +ATOM 2505 HE2 LYS A1046 -9.499 9.201 -1.183 1.00 72.46 H +ATOM 2506 HZ1 LYS A1046 -8.099 8.211 0.485 1.00 80.50 H +ATOM 2507 HZ2 LYS A1046 -9.635 8.436 1.044 1.00 80.50 H +ATOM 2508 HZ3 LYS A1046 -9.132 6.925 0.616 1.00 80.50 H +ATOM 2509 N ALA A1047 -13.023 6.914 -1.956 1.00 45.97 N +ATOM 2510 CA ALA A1047 -14.239 7.449 -1.350 1.00 47.89 C +ATOM 2511 C ALA A1047 -14.187 8.983 -1.308 1.00 53.43 C +ATOM 2512 O ALA A1047 -13.174 9.547 -0.891 1.00 53.75 O +ATOM 2513 CB ALA A1047 -14.388 6.876 0.067 1.00 51.21 C +ATOM 2514 H ALA A1047 -12.304 6.619 -1.313 1.00 45.97 H +ATOM 2515 HA ALA A1047 -15.102 7.133 -1.938 1.00 47.89 H +ATOM 2516 HB1 ALA A1047 -15.310 7.226 0.534 1.00 51.21 H +ATOM 2517 HB2 ALA A1047 -14.428 5.787 0.048 1.00 51.21 H +ATOM 2518 HB3 ALA A1047 -13.557 7.165 0.711 1.00 51.21 H +ATOM 2519 N VAL A1048 -15.298 9.611 -1.716 1.00 51.14 N +ATOM 2520 CA VAL A1048 -15.535 11.047 -1.614 1.00 52.52 C +ATOM 2521 C VAL A1048 -16.597 11.229 -0.503 1.00 61.61 C +ATOM 2522 O VAL A1048 -17.722 10.765 -0.700 1.00 62.08 O +ATOM 2523 CB VAL A1048 -16.114 11.607 -2.948 1.00 54.59 C +ATOM 2524 CG1 VAL A1048 -16.530 13.092 -2.876 1.00 55.28 C +ATOM 2525 CG2 VAL A1048 -15.135 11.410 -4.114 1.00 51.78 C +ATOM 2526 H VAL A1048 -16.088 9.063 -2.035 1.00 51.14 H +ATOM 2527 HA VAL A1048 -14.610 11.585 -1.415 1.00 52.52 H +ATOM 2528 HB VAL A1048 -17.003 11.032 -3.204 1.00 54.59 H +ATOM 2529 HG11 VAL A1048 -16.861 13.457 -3.849 1.00 55.28 H +ATOM 2530 HG12 VAL A1048 -17.357 13.256 -2.187 1.00 55.28 H +ATOM 2531 HG13 VAL A1048 -15.699 13.722 -2.555 1.00 55.28 H +ATOM 2532 HG21 VAL A1048 -15.521 11.853 -5.033 1.00 51.78 H +ATOM 2533 HG22 VAL A1048 -14.167 11.868 -3.908 1.00 51.78 H +ATOM 2534 HG23 VAL A1048 -14.975 10.351 -4.307 1.00 51.78 H +ATOM 2535 N PRO A1049 -16.236 11.864 0.641 1.00 62.00 N +ATOM 2536 CA PRO A1049 -17.184 12.176 1.737 1.00 66.09 C +ATOM 2537 C PRO A1049 -18.459 12.905 1.278 1.00 73.83 C +ATOM 2538 O PRO A1049 -18.379 13.730 0.371 1.00 71.64 O +ATOM 2539 CB PRO A1049 -16.360 13.056 2.691 1.00 69.51 C +ATOM 2540 CG PRO A1049 -14.922 12.638 2.458 1.00 71.48 C +ATOM 2541 CD PRO A1049 -14.889 12.341 0.967 1.00 63.48 C +ATOM 2542 HA PRO A1049 -17.442 11.236 2.228 1.00 66.09 H +ATOM 2543 HB3 PRO A1049 -16.661 12.943 3.733 1.00 69.51 H +ATOM 2544 HB2 PRO A1049 -16.469 14.109 2.431 1.00 69.51 H +ATOM 2545 HG3 PRO A1049 -14.718 11.723 3.016 1.00 71.48 H +ATOM 2546 HG2 PRO A1049 -14.195 13.390 2.766 1.00 71.48 H +ATOM 2547 HD2 PRO A1049 -14.690 13.250 0.396 1.00 63.48 H +ATOM 2548 HD3 PRO A1049 -14.110 11.611 0.746 1.00 63.48 H +ATOM 2549 N GLU A1050 -19.602 12.569 1.895 1.00 75.69 N +ATOM 2550 CA GLU A1050 -20.946 13.047 1.546 1.00 77.51 C +ATOM 2551 C GLU A1050 -21.137 14.581 1.530 1.00 84.15 C +ATOM 2552 O GLU A1050 -21.986 15.059 0.779 1.00 83.15 O +ATOM 2553 CB GLU A1050 -22.008 12.341 2.426 1.00 82.22 C +ATOM 2554 CG GLU A1050 -21.885 12.532 3.963 1.00 97.93 C +ATOM 2555 CD GLU A1050 -20.916 11.603 4.721 1.00120.70 C +ATOM 2556 OE1 GLU A1050 -20.359 10.662 4.111 1.00108.26 O +ATOM 2557 OE2 GLU A1050 -20.744 11.858 5.932 1.00119.67 O1- +ATOM 2558 H GLU A1050 -19.579 11.872 2.631 1.00 75.69 H +ATOM 2559 HA GLU A1050 -21.125 12.712 0.524 1.00 77.51 H +ATOM 2560 HB3 GLU A1050 -22.050 11.282 2.167 1.00 82.22 H +ATOM 2561 HB2 GLU A1050 -22.989 12.719 2.132 1.00 82.22 H +ATOM 2562 HG3 GLU A1050 -22.872 12.366 4.398 1.00 97.93 H +ATOM 2563 HG2 GLU A1050 -21.638 13.568 4.194 1.00 97.93 H +ATOM 2564 N GLY A1051 -20.338 15.319 2.321 1.00 83.36 N +ATOM 2565 CA GLY A1051 -20.349 16.784 2.369 1.00 84.58 C +ATOM 2566 C GLY A1051 -19.399 17.422 1.337 1.00 86.36 C +ATOM 2567 O GLY A1051 -19.389 18.646 1.220 1.00 86.86 O +ATOM 2568 H GLY A1051 -19.670 14.844 2.911 1.00 83.36 H +ATOM 2569 HA3 GLY A1051 -20.033 17.094 3.366 1.00 84.58 H +ATOM 2570 HA2 GLY A1051 -21.358 17.172 2.226 1.00 84.58 H +ATOM 2571 N HIS A1052 -18.603 16.617 0.612 1.00 79.97 N +ATOM 2572 CA HIS A1052 -17.629 17.044 -0.396 1.00 76.91 C +ATOM 2573 C HIS A1052 -18.094 16.595 -1.790 1.00 76.64 C +ATOM 2574 O HIS A1052 -18.787 15.585 -1.914 1.00 75.70 O +ATOM 2575 CB HIS A1052 -16.251 16.409 -0.088 1.00 77.26 C +ATOM 2576 CG HIS A1052 -15.567 16.850 1.187 1.00 83.91 C +ATOM 2577 ND1 HIS A1052 -16.152 16.768 2.440 1.00 88.78 N +ATOM 2578 CD2 HIS A1052 -14.313 17.378 1.406 1.00 86.52 C +ATOM 2579 CE1 HIS A1052 -15.265 17.223 3.327 1.00 90.57 C +ATOM 2580 NE2 HIS A1052 -14.124 17.610 2.771 1.00 89.68 N +ATOM 2581 H HIS A1052 -18.692 15.614 0.718 1.00 79.97 H +ATOM 2582 HA HIS A1052 -17.523 18.131 -0.401 1.00 76.91 H +ATOM 2583 HB3 HIS A1052 -15.563 16.629 -0.906 1.00 77.26 H +ATOM 2584 HB2 HIS A1052 -16.332 15.322 -0.062 1.00 77.26 H +ATOM 2585 HD1 HIS A1052 -17.082 16.431 2.642 1.00 88.78 H +ATOM 2586 HD2 HIS A1052 -13.535 17.600 0.692 1.00 86.52 H +ATOM 2587 HE1 HIS A1052 -15.456 17.273 4.389 1.00 90.57 H +ATOM 2588 N GLU A1053 -17.659 17.337 -2.818 1.00 70.38 N +ATOM 2589 CA GLU A1053 -17.883 17.022 -4.230 1.00 67.41 C +ATOM 2590 C GLU A1053 -16.584 16.601 -4.949 1.00 65.39 C +ATOM 2591 O GLU A1053 -16.664 16.257 -6.128 1.00 62.86 O +ATOM 2592 CB GLU A1053 -18.593 18.212 -4.927 1.00 69.51 C +ATOM 2593 CG GLU A1053 -17.779 19.512 -5.135 1.00 81.78 C +ATOM 2594 CD GLU A1053 -17.774 20.453 -3.921 1.00109.48 C +ATOM 2595 OE1 GLU A1053 -16.893 20.272 -3.050 1.00107.26 O +ATOM 2596 OE2 GLU A1053 -18.640 21.354 -3.893 1.00107.68 O1- +ATOM 2597 H GLU A1053 -17.139 18.188 -2.639 1.00 70.38 H +ATOM 2598 HA GLU A1053 -18.554 16.164 -4.313 1.00 67.41 H +ATOM 2599 HB3 GLU A1053 -19.513 18.442 -4.385 1.00 69.51 H +ATOM 2600 HB2 GLU A1053 -18.934 17.872 -5.906 1.00 69.51 H +ATOM 2601 HG3 GLU A1053 -18.205 20.053 -5.981 1.00 81.78 H +ATOM 2602 HG2 GLU A1053 -16.758 19.288 -5.435 1.00 81.78 H +ATOM 2603 N TYR A1054 -15.432 16.620 -4.250 1.00 59.91 N +ATOM 2604 CA TYR A1054 -14.128 16.231 -4.792 1.00 57.06 C +ATOM 2605 C TYR A1054 -13.225 15.603 -3.718 1.00 59.88 C +ATOM 2606 O TYR A1054 -13.480 15.733 -2.520 1.00 61.73 O +ATOM 2607 CB TYR A1054 -13.443 17.442 -5.481 1.00 57.75 C +ATOM 2608 CG TYR A1054 -12.910 18.540 -4.568 1.00 61.72 C +ATOM 2609 CD1 TYR A1054 -13.741 19.618 -4.206 1.00 65.51 C +ATOM 2610 CD2 TYR A1054 -11.587 18.494 -4.077 1.00 63.03 C +ATOM 2611 CE1 TYR A1054 -13.273 20.625 -3.342 1.00 68.28 C +ATOM 2612 CE2 TYR A1054 -11.118 19.497 -3.207 1.00 66.37 C +ATOM 2613 CZ TYR A1054 -11.960 20.564 -2.838 1.00 76.35 C +ATOM 2614 OH TYR A1054 -11.500 21.539 -2.001 1.00 81.80 O +ATOM 2615 H TYR A1054 -15.438 16.902 -3.281 1.00 59.91 H +ATOM 2616 HA TYR A1054 -14.295 15.452 -5.536 1.00 57.06 H +ATOM 2617 HB3 TYR A1054 -14.127 17.883 -6.202 1.00 57.75 H +ATOM 2618 HB2 TYR A1054 -12.603 17.084 -6.077 1.00 57.75 H +ATOM 2619 HD1 TYR A1054 -14.747 19.671 -4.589 1.00 65.51 H +ATOM 2620 HD2 TYR A1054 -10.931 17.684 -4.358 1.00 63.03 H +ATOM 2621 HE1 TYR A1054 -13.928 21.440 -3.069 1.00 68.28 H +ATOM 2622 HE2 TYR A1054 -10.112 19.450 -2.823 1.00 66.37 H +ATOM 2623 HH TYR A1054 -12.176 22.187 -1.785 1.00 81.80 H +ATOM 2624 N TYR A1055 -12.149 14.975 -4.212 1.00 53.09 N +ATOM 2625 CA TYR A1055 -11.007 14.471 -3.457 1.00 53.10 C +ATOM 2626 C TYR A1055 -9.726 15.055 -4.077 1.00 56.32 C +ATOM 2627 O TYR A1055 -9.573 14.988 -5.298 1.00 53.18 O +ATOM 2628 CB TYR A1055 -11.033 12.925 -3.512 1.00 53.04 C +ATOM 2629 CG TYR A1055 -9.744 12.229 -3.105 1.00 55.26 C +ATOM 2630 CD1 TYR A1055 -9.403 12.116 -1.742 1.00 59.33 C +ATOM 2631 CD2 TYR A1055 -8.864 11.731 -4.090 1.00 54.82 C +ATOM 2632 CE1 TYR A1055 -8.189 11.509 -1.366 1.00 60.69 C +ATOM 2633 CE2 TYR A1055 -7.648 11.129 -3.714 1.00 56.92 C +ATOM 2634 CZ TYR A1055 -7.317 11.005 -2.350 1.00 68.28 C +ATOM 2635 OH TYR A1055 -6.152 10.396 -1.981 1.00 72.13 O +ATOM 2636 H TYR A1055 -12.056 14.902 -5.217 1.00 53.09 H +ATOM 2637 HA TYR A1055 -11.071 14.792 -2.416 1.00 53.10 H +ATOM 2638 HB3 TYR A1055 -11.259 12.613 -4.532 1.00 53.04 H +ATOM 2639 HB2 TYR A1055 -11.853 12.545 -2.902 1.00 53.04 H +ATOM 2640 HD1 TYR A1055 -10.066 12.505 -0.983 1.00 59.33 H +ATOM 2641 HD2 TYR A1055 -9.109 11.827 -5.138 1.00 54.82 H +ATOM 2642 HE1 TYR A1055 -7.931 11.427 -0.320 1.00 60.69 H +ATOM 2643 HE2 TYR A1055 -6.979 10.757 -4.475 1.00 56.92 H +ATOM 2644 HH TYR A1055 -5.609 10.143 -2.731 1.00 72.13 H +ATOM 2645 N ARG A1056 -8.817 15.579 -3.235 1.00 56.46 N +ATOM 2646 CA ARG A1056 -7.489 16.027 -3.666 1.00 57.19 C +ATOM 2647 C ARG A1056 -6.566 14.824 -3.911 1.00 61.89 C +ATOM 2648 O ARG A1056 -6.398 13.993 -3.019 1.00 62.29 O +ATOM 2649 CB ARG A1056 -6.850 16.976 -2.627 1.00 60.29 C +ATOM 2650 CG ARG A1056 -6.976 18.462 -2.999 1.00 71.82 C +ATOM 2651 CD ARG A1056 -6.155 19.357 -2.056 1.00 85.08 C +ATOM 2652 NE ARG A1056 -6.336 20.793 -2.326 1.00 93.43 N +ATOM 2653 CZ ARG A1056 -7.282 21.607 -1.821 1.00108.81 C +ATOM 2654 NH1 ARG A1056 -8.250 21.157 -1.008 1.00 96.57 N +ATOM 2655 NH2 ARG A1056 -7.252 22.907 -2.136 1.00 96.30 N1+ +ATOM 2656 H ARG A1056 -8.994 15.588 -2.241 1.00 56.46 H +ATOM 2657 HA ARG A1056 -7.612 16.564 -4.604 1.00 57.19 H +ATOM 2658 HB3 ARG A1056 -5.781 16.771 -2.542 1.00 60.29 H +ATOM 2659 HB2 ARG A1056 -7.256 16.789 -1.632 1.00 60.29 H +ATOM 2660 HG3 ARG A1056 -8.009 18.791 -3.096 1.00 71.82 H +ATOM 2661 HG2 ARG A1056 -6.539 18.558 -3.995 1.00 71.82 H +ATOM 2662 HD3 ARG A1056 -5.101 19.189 -2.278 1.00 85.08 H +ATOM 2663 HD2 ARG A1056 -6.280 19.090 -1.006 1.00 85.08 H +ATOM 2664 HE ARG A1056 -5.661 21.191 -2.965 1.00 93.43 H +ATOM 2665 HH12 ARG A1056 -8.966 21.778 -0.657 1.00 96.57 H +ATOM 2666 HH11 ARG A1056 -8.277 20.181 -0.750 1.00 96.57 H +ATOM 2667 HH22 ARG A1056 -7.936 23.542 -1.749 1.00 96.30 H +ATOM 2668 HH21 ARG A1056 -6.504 23.276 -2.706 1.00 96.30 H +ATOM 2669 N VAL A1057 -5.959 14.797 -5.106 1.00 58.85 N +ATOM 2670 CA VAL A1057 -5.003 13.780 -5.542 1.00 59.44 C +ATOM 2671 C VAL A1057 -3.557 14.281 -5.359 1.00 68.20 C +ATOM 2672 O VAL A1057 -3.329 15.483 -5.206 1.00 69.34 O +ATOM 2673 CB VAL A1057 -5.225 13.404 -7.038 1.00 60.80 C +ATOM 2674 CG1 VAL A1057 -6.682 12.977 -7.283 1.00 59.13 C +ATOM 2675 CG2 VAL A1057 -4.790 14.446 -8.089 1.00 60.31 C +ATOM 2676 H VAL A1057 -6.124 15.552 -5.759 1.00 58.85 H +ATOM 2677 HA VAL A1057 -5.125 12.877 -4.941 1.00 59.44 H +ATOM 2678 HB VAL A1057 -4.617 12.519 -7.229 1.00 60.80 H +ATOM 2679 HG11 VAL A1057 -6.821 12.608 -8.299 1.00 59.13 H +ATOM 2680 HG12 VAL A1057 -6.979 12.188 -6.594 1.00 59.13 H +ATOM 2681 HG13 VAL A1057 -7.368 13.812 -7.139 1.00 59.13 H +ATOM 2682 HG21 VAL A1057 -4.998 14.090 -9.099 1.00 60.31 H +ATOM 2683 HG22 VAL A1057 -5.330 15.380 -7.961 1.00 60.31 H +ATOM 2684 HG23 VAL A1057 -3.723 14.663 -8.049 1.00 60.31 H +ATOM 2685 N ARG A1058 -2.607 13.334 -5.385 1.00 67.56 N +ATOM 2686 CA ARG A1058 -1.172 13.599 -5.282 1.00 70.37 C +ATOM 2687 C ARG A1058 -0.536 13.789 -6.667 1.00 74.80 C +ATOM 2688 O ARG A1058 -1.065 13.300 -7.667 1.00 72.29 O +ATOM 2689 CB ARG A1058 -0.482 12.425 -4.555 1.00 73.21 C +ATOM 2690 CG ARG A1058 -1.096 12.069 -3.190 1.00 89.24 C +ATOM 2691 CD ARG A1058 -0.267 11.012 -2.441 1.00105.70 C +ATOM 2692 NE ARG A1058 -0.997 10.452 -1.291 1.00119.40 N +ATOM 2693 CZ ARG A1058 -1.790 9.362 -1.293 1.00134.49 C +ATOM 2694 NH1 ARG A1058 -1.990 8.620 -2.394 1.00120.12 N +ATOM 2695 NH2 ARG A1058 -2.400 9.001 -0.157 1.00122.85 N1+ +ATOM 2696 H ARG A1058 -2.868 12.371 -5.537 1.00 67.56 H +ATOM 2697 HA ARG A1058 -1.012 14.506 -4.696 1.00 70.37 H +ATOM 2698 HB3 ARG A1058 0.576 12.656 -4.421 1.00 73.21 H +ATOM 2699 HB2 ARG A1058 -0.516 11.536 -5.188 1.00 73.21 H +ATOM 2700 HG3 ARG A1058 -2.147 11.782 -3.259 1.00 89.24 H +ATOM 2701 HG2 ARG A1058 -1.072 12.989 -2.605 1.00 89.24 H +ATOM 2702 HD3 ARG A1058 0.578 11.523 -1.980 1.00105.70 H +ATOM 2703 HD2 ARG A1058 0.168 10.261 -3.102 1.00105.70 H +ATOM 2704 HE ARG A1058 -0.910 10.974 -0.431 1.00119.40 H +ATOM 2705 HH12 ARG A1058 -2.574 7.793 -2.360 1.00120.12 H +ATOM 2706 HH11 ARG A1058 -1.525 8.863 -3.256 1.00120.12 H +ATOM 2707 HH22 ARG A1058 -2.991 8.183 -0.135 1.00122.85 H +ATOM 2708 HH21 ARG A1058 -2.266 9.536 0.689 1.00122.85 H +ATOM 2709 N GLU A1059 0.632 14.450 -6.673 1.00 74.50 N +ATOM 2710 CA GLU A1059 1.553 14.525 -7.807 1.00 74.23 C +ATOM 2711 C GLU A1059 2.254 13.163 -7.955 1.00 77.46 C +ATOM 2712 O GLU A1059 3.042 12.795 -7.083 1.00 79.77 O +ATOM 2713 CB GLU A1059 2.560 15.668 -7.559 1.00 78.25 C +ATOM 2714 CG GLU A1059 1.890 17.055 -7.402 1.00 89.76 C +ATOM 2715 CD GLU A1059 2.828 18.212 -7.020 1.00113.50 C +ATOM 2716 OE1 GLU A1059 4.065 18.018 -7.008 1.00107.60 O +ATOM 2717 OE2 GLU A1059 2.274 19.295 -6.731 1.00107.56 O1- +ATOM 2718 H GLU A1059 0.989 14.826 -5.807 1.00 74.50 H +ATOM 2719 HA GLU A1059 0.987 14.746 -8.714 1.00 74.23 H +ATOM 2720 HB3 GLU A1059 3.270 15.702 -8.387 1.00 78.25 H +ATOM 2721 HB2 GLU A1059 3.147 15.447 -6.666 1.00 78.25 H +ATOM 2722 HG3 GLU A1059 1.105 17.011 -6.647 1.00 89.76 H +ATOM 2723 HG2 GLU A1059 1.396 17.315 -8.337 1.00 89.76 H +ATOM 2724 N ASP A1060 1.895 12.418 -9.011 1.00 70.23 N +ATOM 2725 CA ASP A1060 2.226 11.001 -9.159 1.00 68.85 C +ATOM 2726 C ASP A1060 2.470 10.671 -10.644 1.00 68.50 C +ATOM 2727 O ASP A1060 1.778 11.208 -11.510 1.00 66.16 O +ATOM 2728 CB ASP A1060 1.134 10.133 -8.477 1.00 69.42 C +ATOM 2729 CG ASP A1060 1.308 8.615 -8.603 1.00 81.45 C +ATOM 2730 OD1 ASP A1060 0.565 8.022 -9.413 1.00 81.04 O +ATOM 2731 OD2 ASP A1060 2.259 8.097 -7.975 1.00 89.83 O1- +ATOM 2732 H ASP A1060 1.248 12.789 -9.693 1.00 70.23 H +ATOM 2733 HA ASP A1060 3.171 10.811 -8.645 1.00 68.85 H +ATOM 2734 HB3 ASP A1060 0.147 10.430 -8.837 1.00 69.42 H +ATOM 2735 HB2 ASP A1060 1.112 10.376 -7.413 1.00 69.42 H +ATOM 2736 N GLY A1061 3.463 9.803 -10.905 1.00 63.47 N +ATOM 2737 CA GLY A1061 3.919 9.458 -12.253 1.00 61.92 C +ATOM 2738 C GLY A1061 3.025 8.411 -12.936 1.00 61.80 C +ATOM 2739 O GLY A1061 2.926 8.424 -14.163 1.00 61.49 O +ATOM 2740 H GLY A1061 3.960 9.380 -10.133 1.00 63.47 H +ATOM 2741 HA3 GLY A1061 4.930 9.056 -12.184 1.00 61.92 H +ATOM 2742 HA2 GLY A1061 3.980 10.354 -12.873 1.00 61.92 H +ATOM 2743 N ASP A1062 2.365 7.532 -12.159 1.00 55.28 N +ATOM 2744 CA ASP A1062 1.462 6.477 -12.645 1.00 52.23 C +ATOM 2745 C ASP A1062 0.018 6.962 -12.892 1.00 50.35 C +ATOM 2746 O ASP A1062 -0.809 6.161 -13.330 1.00 49.00 O +ATOM 2747 CB ASP A1062 1.471 5.215 -11.744 1.00 54.90 C +ATOM 2748 CG ASP A1062 2.871 4.616 -11.542 1.00 73.36 C +ATOM 2749 OD1 ASP A1062 3.348 3.959 -12.494 1.00 75.14 O +ATOM 2750 OD2 ASP A1062 3.499 4.932 -10.507 1.00 82.10 O1- +ATOM 2751 H ASP A1062 2.477 7.575 -11.155 1.00 55.28 H +ATOM 2752 HA ASP A1062 1.824 6.157 -13.624 1.00 52.23 H +ATOM 2753 HB3 ASP A1062 0.835 4.437 -12.171 1.00 54.90 H +ATOM 2754 HB2 ASP A1062 1.050 5.454 -10.766 1.00 54.90 H +ATOM 2755 N SER A1063 -0.262 8.254 -12.645 1.00 43.08 N +ATOM 2756 CA SER A1063 -1.541 8.912 -12.926 1.00 39.71 C +ATOM 2757 C SER A1063 -1.834 8.917 -14.445 1.00 36.74 C +ATOM 2758 O SER A1063 -0.950 9.325 -15.200 1.00 35.65 O +ATOM 2759 CB SER A1063 -1.451 10.363 -12.416 1.00 44.05 C +ATOM 2760 OG SER A1063 -1.561 10.394 -11.008 1.00 56.19 O +ATOM 2761 H SER A1063 0.470 8.845 -12.278 1.00 43.08 H +ATOM 2762 HA SER A1063 -2.308 8.385 -12.360 1.00 39.71 H +ATOM 2763 HB3 SER A1063 -2.274 10.959 -12.814 1.00 44.05 H +ATOM 2764 HB2 SER A1063 -0.529 10.848 -12.736 1.00 44.05 H +ATOM 2765 HG SER A1063 -0.820 9.909 -10.633 1.00 56.19 H +ATOM 2766 N PRO A1064 -3.031 8.450 -14.878 1.00 30.99 N +ATOM 2767 CA PRO A1064 -3.409 8.434 -16.303 1.00 29.59 C +ATOM 2768 C PRO A1064 -3.804 9.836 -16.823 1.00 32.01 C +ATOM 2769 O PRO A1064 -4.987 10.123 -17.008 1.00 29.67 O +ATOM 2770 CB PRO A1064 -4.545 7.398 -16.344 1.00 29.56 C +ATOM 2771 CG PRO A1064 -5.231 7.543 -14.998 1.00 33.51 C +ATOM 2772 CD PRO A1064 -4.076 7.842 -14.049 1.00 30.17 C +ATOM 2773 HA PRO A1064 -2.580 8.066 -16.908 1.00 29.59 H +ATOM 2774 HB3 PRO A1064 -4.115 6.399 -16.418 1.00 29.56 H +ATOM 2775 HB2 PRO A1064 -5.230 7.518 -17.184 1.00 29.56 H +ATOM 2776 HG3 PRO A1064 -5.811 6.671 -14.703 1.00 33.51 H +ATOM 2777 HG2 PRO A1064 -5.910 8.392 -15.038 1.00 33.51 H +ATOM 2778 HD2 PRO A1064 -4.396 8.489 -13.233 1.00 30.17 H +ATOM 2779 HD3 PRO A1064 -3.692 6.913 -13.624 1.00 30.17 H +ATOM 2780 N VAL A1065 -2.786 10.690 -17.026 1.00 29.66 N +ATOM 2781 CA VAL A1065 -2.902 12.106 -17.382 1.00 29.04 C +ATOM 2782 C VAL A1065 -3.565 12.389 -18.746 1.00 30.30 C +ATOM 2783 O VAL A1065 -4.209 13.429 -18.873 1.00 30.19 O +ATOM 2784 CB VAL A1065 -1.522 12.819 -17.348 1.00 34.62 C +ATOM 2785 CG1 VAL A1065 -0.968 12.886 -15.914 1.00 34.92 C +ATOM 2786 CG2 VAL A1065 -0.478 12.246 -18.328 1.00 35.44 C +ATOM 2787 H VAL A1065 -1.845 10.366 -16.844 1.00 29.66 H +ATOM 2788 HA VAL A1065 -3.532 12.562 -16.618 1.00 29.04 H +ATOM 2789 HB VAL A1065 -1.673 13.855 -17.651 1.00 34.62 H +ATOM 2790 HG11 VAL A1065 -0.022 13.424 -15.880 1.00 34.92 H +ATOM 2791 HG12 VAL A1065 -1.661 13.400 -15.247 1.00 34.92 H +ATOM 2792 HG13 VAL A1065 -0.786 11.895 -15.503 1.00 34.92 H +ATOM 2793 HG21 VAL A1065 0.477 12.764 -18.227 1.00 35.44 H +ATOM 2794 HG22 VAL A1065 -0.296 11.188 -18.145 1.00 35.44 H +ATOM 2795 HG23 VAL A1065 -0.788 12.357 -19.367 1.00 35.44 H +ATOM 2796 N PHE A1066 -3.447 11.462 -19.715 1.00 25.62 N +ATOM 2797 CA PHE A1066 -4.084 11.560 -21.034 1.00 24.82 C +ATOM 2798 C PHE A1066 -5.578 11.163 -21.042 1.00 26.45 C +ATOM 2799 O PHE A1066 -6.220 11.285 -22.086 1.00 25.78 O +ATOM 2800 CB PHE A1066 -3.251 10.779 -22.074 1.00 26.47 C +ATOM 2801 CG PHE A1066 -1.844 11.322 -22.286 1.00 27.98 C +ATOM 2802 CD1 PHE A1066 -1.649 12.632 -22.772 1.00 31.46 C +ATOM 2803 CD2 PHE A1066 -0.713 10.538 -21.974 1.00 29.97 C +ATOM 2804 CE1 PHE A1066 -0.365 13.135 -22.936 1.00 33.77 C +ATOM 2805 CE2 PHE A1066 0.563 11.055 -22.150 1.00 33.43 C +ATOM 2806 CZ PHE A1066 0.737 12.349 -22.625 1.00 32.31 C +ATOM 2807 H PHE A1066 -2.904 10.626 -19.541 1.00 25.62 H +ATOM 2808 HA PHE A1066 -4.075 12.609 -21.337 1.00 24.82 H +ATOM 2809 HB3 PHE A1066 -3.756 10.782 -23.040 1.00 26.47 H +ATOM 2810 HB2 PHE A1066 -3.184 9.732 -21.779 1.00 26.47 H +ATOM 2811 HD1 PHE A1066 -2.496 13.256 -23.012 1.00 31.46 H +ATOM 2812 HD2 PHE A1066 -0.829 9.530 -21.608 1.00 29.97 H +ATOM 2813 HE1 PHE A1066 -0.222 14.140 -23.303 1.00 33.77 H +ATOM 2814 HE2 PHE A1066 1.426 10.449 -21.914 1.00 33.43 H +ATOM 2815 HZ PHE A1066 1.733 12.745 -22.753 1.00 32.31 H +ATOM 2816 N TRP A1067 -6.110 10.745 -19.880 1.00 22.72 N +ATOM 2817 CA TRP A1067 -7.531 10.523 -19.603 1.00 23.65 C +ATOM 2818 C TRP A1067 -8.099 11.559 -18.615 1.00 26.48 C +ATOM 2819 O TRP A1067 -9.285 11.467 -18.304 1.00 25.01 O +ATOM 2820 CB TRP A1067 -7.743 9.090 -19.059 1.00 21.85 C +ATOM 2821 CG TRP A1067 -7.607 7.990 -20.066 1.00 23.25 C +ATOM 2822 CD1 TRP A1067 -8.642 7.341 -20.645 1.00 25.76 C +ATOM 2823 CD2 TRP A1067 -6.398 7.444 -20.678 1.00 23.75 C +ATOM 2824 NE1 TRP A1067 -8.162 6.446 -21.576 1.00 25.21 N +ATOM 2825 CE2 TRP A1067 -6.788 6.472 -21.648 1.00 27.61 C +ATOM 2826 CE3 TRP A1067 -5.010 7.675 -20.529 1.00 25.53 C +ATOM 2827 CZ2 TRP A1067 -5.855 5.779 -22.436 1.00 27.61 C +ATOM 2828 CZ3 TRP A1067 -4.067 6.991 -21.323 1.00 27.51 C +ATOM 2829 CH2 TRP A1067 -4.488 6.046 -22.275 1.00 28.26 C +ATOM 2830 H TRP A1067 -5.501 10.650 -19.078 1.00 22.72 H +ATOM 2831 HA TRP A1067 -8.122 10.631 -20.512 1.00 23.65 H +ATOM 2832 HB3 TRP A1067 -8.742 8.988 -18.631 1.00 21.85 H +ATOM 2833 HB2 TRP A1067 -7.054 8.892 -18.237 1.00 21.85 H +ATOM 2834 HD1 TRP A1067 -9.684 7.521 -20.419 1.00 25.76 H +ATOM 2835 HE1 TRP A1067 -8.763 5.856 -22.143 1.00 25.21 H +ATOM 2836 HE3 TRP A1067 -4.665 8.393 -19.801 1.00 25.53 H +ATOM 2837 HZ2 TRP A1067 -6.179 5.054 -23.162 1.00 27.61 H +ATOM 2838 HZ3 TRP A1067 -3.015 7.191 -21.200 1.00 27.51 H +ATOM 2839 HH2 TRP A1067 -3.763 5.530 -22.885 1.00 28.26 H +ATOM 2840 N TYR A1068 -7.272 12.497 -18.115 1.00 25.06 N +ATOM 2841 CA TYR A1068 -7.642 13.429 -17.048 1.00 24.40 C +ATOM 2842 C TYR A1068 -8.088 14.804 -17.559 1.00 29.09 C +ATOM 2843 O TYR A1068 -7.539 15.325 -18.530 1.00 29.03 O +ATOM 2844 CB TYR A1068 -6.472 13.562 -16.048 1.00 25.40 C +ATOM 2845 CG TYR A1068 -6.380 12.528 -14.932 1.00 26.29 C +ATOM 2846 CD1 TYR A1068 -7.163 11.349 -14.925 1.00 27.65 C +ATOM 2847 CD2 TYR A1068 -5.512 12.778 -13.847 1.00 27.90 C +ATOM 2848 CE1 TYR A1068 -7.106 10.464 -13.835 1.00 28.32 C +ATOM 2849 CE2 TYR A1068 -5.448 11.886 -12.759 1.00 27.93 C +ATOM 2850 CZ TYR A1068 -6.256 10.733 -12.747 1.00 32.15 C +ATOM 2851 OH TYR A1068 -6.220 9.881 -11.685 1.00 34.10 O +ATOM 2852 H TYR A1068 -6.314 12.541 -18.432 1.00 25.06 H +ATOM 2853 HA TYR A1068 -8.495 13.017 -16.518 1.00 24.40 H +ATOM 2854 HB3 TYR A1068 -6.558 14.518 -15.532 1.00 25.40 H +ATOM 2855 HB2 TYR A1068 -5.525 13.618 -16.580 1.00 25.40 H +ATOM 2856 HD1 TYR A1068 -7.828 11.106 -15.737 1.00 27.65 H +ATOM 2857 HD2 TYR A1068 -4.905 13.672 -13.836 1.00 27.90 H +ATOM 2858 HE1 TYR A1068 -7.730 9.583 -13.840 1.00 28.32 H +ATOM 2859 HE2 TYR A1068 -4.789 12.095 -11.929 1.00 27.93 H +ATOM 2860 HH TYR A1068 -6.736 9.083 -11.841 1.00 34.10 H +ATOM 2861 N ALA A1069 -9.063 15.368 -16.828 1.00 26.27 N +ATOM 2862 CA ALA A1069 -9.621 16.707 -17.003 1.00 27.33 C +ATOM 2863 C ALA A1069 -8.659 17.817 -16.518 1.00 31.87 C +ATOM 2864 O ALA A1069 -7.763 17.513 -15.730 1.00 30.37 O +ATOM 2865 CB ALA A1069 -10.947 16.754 -16.231 1.00 27.85 C +ATOM 2866 H ALA A1069 -9.448 14.841 -16.054 1.00 26.27 H +ATOM 2867 HA ALA A1069 -9.810 16.823 -18.066 1.00 27.33 H +ATOM 2868 HB1 ALA A1069 -11.438 17.722 -16.320 1.00 27.85 H +ATOM 2869 HB2 ALA A1069 -11.646 16.004 -16.594 1.00 27.85 H +ATOM 2870 HB3 ALA A1069 -10.785 16.554 -15.172 1.00 27.85 H +ATOM 2871 N PRO A1070 -8.853 19.082 -16.970 1.00 28.98 N +ATOM 2872 CA PRO A1070 -7.923 20.191 -16.665 1.00 30.25 C +ATOM 2873 C PRO A1070 -7.700 20.518 -15.175 1.00 34.14 C +ATOM 2874 O PRO A1070 -6.573 20.852 -14.818 1.00 33.30 O +ATOM 2875 CB PRO A1070 -8.493 21.396 -17.433 1.00 33.24 C +ATOM 2876 CG PRO A1070 -9.331 20.784 -18.540 1.00 37.12 C +ATOM 2877 CD PRO A1070 -9.901 19.534 -17.888 1.00 31.16 C +ATOM 2878 HA PRO A1070 -6.962 19.920 -17.107 1.00 30.25 H +ATOM 2879 HB3 PRO A1070 -7.714 22.051 -17.825 1.00 33.24 H +ATOM 2880 HB2 PRO A1070 -9.134 22.001 -16.791 1.00 33.24 H +ATOM 2881 HG3 PRO A1070 -8.680 20.494 -19.364 1.00 37.12 H +ATOM 2882 HG2 PRO A1070 -10.095 21.455 -18.934 1.00 37.12 H +ATOM 2883 HD2 PRO A1070 -10.795 19.780 -17.314 1.00 31.16 H +ATOM 2884 HD3 PRO A1070 -10.174 18.813 -18.654 1.00 31.16 H +ATOM 2885 N GLU A1071 -8.744 20.397 -14.334 1.00 30.48 N +ATOM 2886 CA GLU A1071 -8.670 20.632 -12.886 1.00 31.43 C +ATOM 2887 C GLU A1071 -8.015 19.474 -12.104 1.00 36.54 C +ATOM 2888 O GLU A1071 -7.610 19.696 -10.965 1.00 37.63 O +ATOM 2889 CB GLU A1071 -10.061 21.021 -12.323 1.00 32.56 C +ATOM 2890 CG GLU A1071 -11.111 19.899 -12.136 1.00 35.76 C +ATOM 2891 CD GLU A1071 -11.663 19.243 -13.409 1.00 37.74 C +ATOM 2892 OE1 GLU A1071 -11.773 19.921 -14.455 1.00 31.58 O +ATOM 2893 OE2 GLU A1071 -12.001 18.047 -13.308 1.00 25.56 O1- +ATOM 2894 H GLU A1071 -9.652 20.128 -14.691 1.00 30.48 H +ATOM 2895 HA GLU A1071 -8.027 21.502 -12.737 1.00 31.43 H +ATOM 2896 HB3 GLU A1071 -10.485 21.824 -12.925 1.00 32.56 H +ATOM 2897 HB2 GLU A1071 -9.904 21.480 -11.346 1.00 32.56 H +ATOM 2898 HG3 GLU A1071 -11.971 20.327 -11.620 1.00 35.76 H +ATOM 2899 HG2 GLU A1071 -10.723 19.135 -11.462 1.00 35.76 H +ATOM 2900 N CYS A1072 -7.886 18.284 -12.717 1.00 32.49 N +ATOM 2901 CA CYS A1072 -7.132 17.152 -12.167 1.00 32.58 C +ATOM 2902 C CYS A1072 -5.622 17.310 -12.419 1.00 37.39 C +ATOM 2903 O CYS A1072 -4.826 16.835 -11.611 1.00 38.08 O +ATOM 2904 CB CYS A1072 -7.587 15.806 -12.759 1.00 31.25 C +ATOM 2905 SG CYS A1072 -9.352 15.554 -12.470 1.00 34.42 S +ATOM 2906 H CYS A1072 -8.257 18.161 -13.649 1.00 32.49 H +ATOM 2907 HA CYS A1072 -7.287 17.115 -11.087 1.00 32.58 H +ATOM 2908 HB3 CYS A1072 -7.039 14.977 -12.309 1.00 31.25 H +ATOM 2909 HB2 CYS A1072 -7.406 15.766 -13.832 1.00 31.25 H +ATOM 2910 HG CYS A1072 -9.290 15.627 -11.137 1.00 34.42 H +ATOM 2911 N LEU A1073 -5.266 17.967 -13.536 1.00 33.94 N +ATOM 2912 CA LEU A1073 -3.891 18.219 -13.963 1.00 35.43 C +ATOM 2913 C LEU A1073 -3.294 19.478 -13.307 1.00 43.48 C +ATOM 2914 O LEU A1073 -2.085 19.509 -13.081 1.00 44.33 O +ATOM 2915 CB LEU A1073 -3.869 18.390 -15.499 1.00 35.06 C +ATOM 2916 CG LEU A1073 -4.341 17.170 -16.321 1.00 37.87 C +ATOM 2917 CD1 LEU A1073 -4.517 17.552 -17.804 1.00 38.52 C +ATOM 2918 CD2 LEU A1073 -3.436 15.937 -16.139 1.00 39.19 C +ATOM 2919 H LEU A1073 -5.988 18.313 -14.153 1.00 33.94 H +ATOM 2920 HA LEU A1073 -3.265 17.368 -13.686 1.00 35.43 H +ATOM 2921 HB3 LEU A1073 -2.858 18.647 -15.817 1.00 35.06 H +ATOM 2922 HB2 LEU A1073 -4.489 19.252 -15.755 1.00 35.06 H +ATOM 2923 HG LEU A1073 -5.329 16.889 -15.963 1.00 37.87 H +ATOM 2924 HD11 LEU A1073 -5.382 17.049 -18.237 1.00 38.52 H +ATOM 2925 HD12 LEU A1073 -4.671 18.624 -17.940 1.00 38.52 H +ATOM 2926 HD13 LEU A1073 -3.644 17.286 -18.396 1.00 38.52 H +ATOM 2927 HD21 LEU A1073 -3.149 15.499 -17.094 1.00 39.19 H +ATOM 2928 HD22 LEU A1073 -2.519 16.169 -15.600 1.00 39.19 H +ATOM 2929 HD23 LEU A1073 -3.949 15.160 -15.574 1.00 39.19 H +ATOM 2930 N LYS A1074 -4.137 20.497 -13.064 1.00 42.49 N +ATOM 2931 CA LYS A1074 -3.729 21.836 -12.643 1.00 45.58 C +ATOM 2932 C LYS A1074 -3.934 22.044 -11.135 1.00 51.72 C +ATOM 2933 O LYS A1074 -2.973 22.372 -10.442 1.00 52.85 O +ATOM 2934 CB LYS A1074 -4.514 22.869 -13.483 1.00 49.18 C +ATOM 2935 CG LYS A1074 -4.055 24.328 -13.301 1.00 71.38 C +ATOM 2936 CD LYS A1074 -4.725 25.346 -14.249 1.00 85.44 C +ATOM 2937 CE LYS A1074 -6.183 25.718 -13.902 1.00 97.19 C +ATOM 2938 NZ LYS A1074 -7.173 24.740 -14.390 1.00104.18 N1+ +ATOM 2939 H LYS A1074 -5.112 20.390 -13.308 1.00 42.49 H +ATOM 2940 HA LYS A1074 -2.667 21.980 -12.852 1.00 45.58 H +ATOM 2941 HB3 LYS A1074 -5.576 22.781 -13.261 1.00 49.18 H +ATOM 2942 HB2 LYS A1074 -4.402 22.609 -14.535 1.00 49.18 H +ATOM 2943 HG3 LYS A1074 -2.977 24.371 -13.462 1.00 71.38 H +ATOM 2944 HG2 LYS A1074 -4.211 24.646 -12.269 1.00 71.38 H +ATOM 2945 HD3 LYS A1074 -4.664 24.985 -15.278 1.00 85.44 H +ATOM 2946 HD2 LYS A1074 -4.129 26.259 -14.237 1.00 85.44 H +ATOM 2947 HE3 LYS A1074 -6.429 26.674 -14.365 1.00 97.19 H +ATOM 2948 HE2 LYS A1074 -6.297 25.853 -12.826 1.00 97.19 H +ATOM 2949 HZ1 LYS A1074 -7.139 24.699 -15.403 1.00104.18 H +ATOM 2950 HZ2 LYS A1074 -6.976 23.827 -14.010 1.00104.18 H +ATOM 2951 HZ3 LYS A1074 -8.101 25.030 -14.113 1.00104.18 H +ATOM 2952 N GLU A1075 -5.180 21.863 -10.665 1.00 48.00 N +ATOM 2953 CA GLU A1075 -5.585 22.077 -9.272 1.00 49.76 C +ATOM 2954 C GLU A1075 -5.469 20.825 -8.390 1.00 53.28 C +ATOM 2955 O GLU A1075 -5.564 20.955 -7.169 1.00 53.10 O +ATOM 2956 CB GLU A1075 -7.027 22.637 -9.249 1.00 51.48 C +ATOM 2957 CG GLU A1075 -7.124 24.120 -9.674 1.00 66.34 C +ATOM 2958 CD GLU A1075 -6.547 25.137 -8.670 1.00 98.88 C +ATOM 2959 OE1 GLU A1075 -6.396 24.794 -7.475 1.00 95.63 O +ATOM 2960 OE2 GLU A1075 -6.278 26.270 -9.122 1.00 98.68 O1- +ATOM 2961 H GLU A1075 -5.913 21.578 -11.297 1.00 48.00 H +ATOM 2962 HA GLU A1075 -4.918 22.813 -8.819 1.00 49.76 H +ATOM 2963 HB3 GLU A1075 -7.494 22.492 -8.274 1.00 51.48 H +ATOM 2964 HB2 GLU A1075 -7.647 22.060 -9.934 1.00 51.48 H +ATOM 2965 HG3 GLU A1075 -8.175 24.373 -9.823 1.00 66.34 H +ATOM 2966 HG2 GLU A1075 -6.644 24.255 -10.644 1.00 66.34 H +ATOM 2967 N TYR A1076 -5.279 19.648 -9.014 1.00 50.13 N +ATOM 2968 CA TYR A1076 -5.184 18.331 -8.378 1.00 50.19 C +ATOM 2969 C TYR A1076 -6.446 17.957 -7.577 1.00 52.11 C +ATOM 2970 O TYR A1076 -6.327 17.366 -6.507 1.00 53.52 O +ATOM 2971 CB TYR A1076 -3.875 18.202 -7.561 1.00 54.13 C +ATOM 2972 CG TYR A1076 -2.614 18.454 -8.368 1.00 57.78 C +ATOM 2973 CD1 TYR A1076 -1.910 19.668 -8.226 1.00 62.12 C +ATOM 2974 CD2 TYR A1076 -2.156 17.481 -9.280 1.00 57.80 C +ATOM 2975 CE1 TYR A1076 -0.757 19.910 -8.998 1.00 64.82 C +ATOM 2976 CE2 TYR A1076 -1.005 17.725 -10.054 1.00 59.85 C +ATOM 2977 CZ TYR A1076 -0.305 18.940 -9.913 1.00 71.28 C +ATOM 2978 OH TYR A1076 0.811 19.178 -10.660 1.00 75.29 O +ATOM 2979 H TYR A1076 -5.206 19.646 -10.021 1.00 50.13 H +ATOM 2980 HA TYR A1076 -5.136 17.606 -9.189 1.00 50.19 H +ATOM 2981 HB3 TYR A1076 -3.793 17.199 -7.144 1.00 54.13 H +ATOM 2982 HB2 TYR A1076 -3.889 18.877 -6.704 1.00 54.13 H +ATOM 2983 HD1 TYR A1076 -2.257 20.423 -7.536 1.00 62.12 H +ATOM 2984 HD2 TYR A1076 -2.693 16.552 -9.399 1.00 57.80 H +ATOM 2985 HE1 TYR A1076 -0.223 20.842 -8.889 1.00 64.82 H +ATOM 2986 HE2 TYR A1076 -0.665 16.978 -10.756 1.00 59.85 H +ATOM 2987 HH TYR A1076 1.035 18.453 -11.248 1.00 75.29 H +ATOM 2988 N LYS A1077 -7.625 18.303 -8.117 1.00 44.81 N +ATOM 2989 CA LYS A1077 -8.935 17.968 -7.561 1.00 43.60 C +ATOM 2990 C LYS A1077 -9.643 17.020 -8.530 1.00 41.76 C +ATOM 2991 O LYS A1077 -9.712 17.322 -9.722 1.00 38.21 O +ATOM 2992 CB LYS A1077 -9.773 19.248 -7.392 1.00 46.62 C +ATOM 2993 CG LYS A1077 -9.225 20.227 -6.347 1.00 58.33 C +ATOM 2994 CD LYS A1077 -10.181 21.413 -6.133 1.00 67.59 C +ATOM 2995 CE LYS A1077 -9.692 22.437 -5.097 1.00 79.50 C +ATOM 2996 NZ LYS A1077 -8.547 23.225 -5.587 1.00 87.69 N1+ +ATOM 2997 H LYS A1077 -7.639 18.785 -9.007 1.00 44.81 H +ATOM 2998 HA LYS A1077 -8.838 17.480 -6.589 1.00 43.60 H +ATOM 2999 HB3 LYS A1077 -10.784 18.965 -7.093 1.00 46.62 H +ATOM 3000 HB2 LYS A1077 -9.869 19.760 -8.351 1.00 46.62 H +ATOM 3001 HG3 LYS A1077 -8.247 20.587 -6.666 1.00 58.33 H +ATOM 3002 HG2 LYS A1077 -9.067 19.705 -5.403 1.00 58.33 H +ATOM 3003 HD3 LYS A1077 -11.151 21.030 -5.811 1.00 67.59 H +ATOM 3004 HD2 LYS A1077 -10.370 21.908 -7.087 1.00 67.59 H +ATOM 3005 HE3 LYS A1077 -9.420 21.938 -4.166 1.00 79.50 H +ATOM 3006 HE2 LYS A1077 -10.500 23.130 -4.860 1.00 79.50 H +ATOM 3007 HZ1 LYS A1077 -8.803 23.715 -6.432 1.00 87.69 H +ATOM 3008 HZ2 LYS A1077 -8.267 23.900 -4.892 1.00 87.69 H +ATOM 3009 HZ3 LYS A1077 -7.769 22.614 -5.792 1.00 87.69 H +ATOM 3010 N PHE A1078 -10.177 15.913 -7.995 1.00 36.93 N +ATOM 3011 CA PHE A1078 -10.895 14.905 -8.764 1.00 34.49 C +ATOM 3012 C PHE A1078 -12.338 14.858 -8.243 1.00 39.60 C +ATOM 3013 O PHE A1078 -12.585 14.362 -7.144 1.00 40.48 O +ATOM 3014 CB PHE A1078 -10.163 13.553 -8.631 1.00 35.26 C +ATOM 3015 CG PHE A1078 -10.493 12.591 -9.753 1.00 34.98 C +ATOM 3016 CD1 PHE A1078 -9.616 12.456 -10.849 1.00 36.30 C +ATOM 3017 CD2 PHE A1078 -11.752 11.962 -9.802 1.00 35.94 C +ATOM 3018 CE1 PHE A1078 -9.990 11.692 -11.946 1.00 35.94 C +ATOM 3019 CE2 PHE A1078 -12.103 11.200 -10.902 1.00 37.30 C +ATOM 3020 CZ PHE A1078 -11.232 11.074 -11.975 1.00 34.53 C +ATOM 3021 H PHE A1078 -10.074 15.726 -7.005 1.00 36.93 H +ATOM 3022 HA PHE A1078 -10.911 15.172 -9.822 1.00 34.49 H +ATOM 3023 HB3 PHE A1078 -10.381 13.079 -7.673 1.00 35.26 H +ATOM 3024 HB2 PHE A1078 -9.086 13.717 -8.642 1.00 35.26 H +ATOM 3025 HD1 PHE A1078 -8.660 12.960 -10.852 1.00 36.30 H +ATOM 3026 HD2 PHE A1078 -12.462 12.090 -8.999 1.00 35.94 H +ATOM 3027 HE1 PHE A1078 -9.324 11.597 -12.788 1.00 35.94 H +ATOM 3028 HE2 PHE A1078 -13.078 10.743 -10.924 1.00 37.30 H +ATOM 3029 HZ PHE A1078 -11.523 10.502 -12.843 1.00 34.53 H +ATOM 3030 N TYR A1079 -13.251 15.383 -9.069 1.00 35.49 N +ATOM 3031 CA TYR A1079 -14.699 15.432 -8.867 1.00 35.71 C +ATOM 3032 C TYR A1079 -15.372 14.145 -9.384 1.00 36.13 C +ATOM 3033 O TYR A1079 -14.705 13.288 -9.964 1.00 33.76 O +ATOM 3034 CB TYR A1079 -15.243 16.673 -9.619 1.00 37.14 C +ATOM 3035 CG TYR A1079 -14.753 18.019 -9.104 1.00 41.82 C +ATOM 3036 CD1 TYR A1079 -15.584 18.803 -8.276 1.00 45.55 C +ATOM 3037 CD2 TYR A1079 -13.470 18.498 -9.452 1.00 42.95 C +ATOM 3038 CE1 TYR A1079 -15.127 20.039 -7.777 1.00 48.19 C +ATOM 3039 CE2 TYR A1079 -13.011 19.728 -8.945 1.00 44.97 C +ATOM 3040 CZ TYR A1079 -13.835 20.496 -8.101 1.00 54.63 C +ATOM 3041 OH TYR A1079 -13.381 21.681 -7.599 1.00 58.40 O +ATOM 3042 H TYR A1079 -12.940 15.728 -9.968 1.00 35.49 H +ATOM 3043 HA TYR A1079 -14.910 15.528 -7.804 1.00 35.71 H +ATOM 3044 HB3 TYR A1079 -16.331 16.687 -9.569 1.00 37.14 H +ATOM 3045 HB2 TYR A1079 -15.004 16.605 -10.682 1.00 37.14 H +ATOM 3046 HD1 TYR A1079 -16.571 18.454 -8.007 1.00 45.55 H +ATOM 3047 HD2 TYR A1079 -12.828 17.919 -10.099 1.00 42.95 H +ATOM 3048 HE1 TYR A1079 -15.767 20.629 -7.137 1.00 48.19 H +ATOM 3049 HE2 TYR A1079 -12.025 20.081 -9.205 1.00 44.97 H +ATOM 3050 HH TYR A1079 -14.028 22.123 -7.043 1.00 58.40 H +ATOM 3051 N TYR A1080 -16.702 14.042 -9.223 1.00 32.40 N +ATOM 3052 CA TYR A1080 -17.512 13.046 -9.939 1.00 30.87 C +ATOM 3053 C TYR A1080 -17.542 13.317 -11.455 1.00 32.51 C +ATOM 3054 O TYR A1080 -17.430 12.377 -12.238 1.00 30.72 O +ATOM 3055 CB TYR A1080 -18.938 12.999 -9.362 1.00 32.98 C +ATOM 3056 CG TYR A1080 -19.032 12.486 -7.936 1.00 35.85 C +ATOM 3057 CD1 TYR A1080 -18.695 11.147 -7.644 1.00 37.45 C +ATOM 3058 CD2 TYR A1080 -19.477 13.336 -6.902 1.00 38.07 C +ATOM 3059 CE1 TYR A1080 -18.818 10.655 -6.331 1.00 40.49 C +ATOM 3060 CE2 TYR A1080 -19.600 12.844 -5.588 1.00 40.41 C +ATOM 3061 CZ TYR A1080 -19.277 11.503 -5.305 1.00 44.30 C +ATOM 3062 OH TYR A1080 -19.410 11.026 -4.036 1.00 44.69 O +ATOM 3063 H TYR A1080 -17.208 14.750 -8.710 1.00 32.40 H +ATOM 3064 HA TYR A1080 -17.052 12.066 -9.794 1.00 30.87 H +ATOM 3065 HB3 TYR A1080 -19.560 12.345 -9.974 1.00 32.98 H +ATOM 3066 HB2 TYR A1080 -19.400 13.985 -9.425 1.00 32.98 H +ATOM 3067 HD1 TYR A1080 -18.346 10.490 -8.426 1.00 37.45 H +ATOM 3068 HD2 TYR A1080 -19.735 14.363 -7.111 1.00 38.07 H +ATOM 3069 HE1 TYR A1080 -18.566 9.627 -6.116 1.00 40.49 H +ATOM 3070 HE2 TYR A1080 -19.946 13.496 -4.799 1.00 40.41 H +ATOM 3071 HH TYR A1080 -19.090 10.127 -3.938 1.00 44.69 H +ATOM 3072 N ALA A1081 -17.605 14.604 -11.842 1.00 29.56 N +ATOM 3073 CA ALA A1081 -17.512 15.064 -13.228 1.00 27.95 C +ATOM 3074 C ALA A1081 -16.170 14.748 -13.915 1.00 27.99 C +ATOM 3075 O ALA A1081 -16.124 14.729 -15.142 1.00 26.14 O +ATOM 3076 CB ALA A1081 -17.798 16.573 -13.264 1.00 28.95 C +ATOM 3077 H ALA A1081 -17.713 15.325 -11.141 1.00 29.56 H +ATOM 3078 HA ALA A1081 -18.290 14.551 -13.796 1.00 27.95 H +ATOM 3079 HB1 ALA A1081 -17.793 16.956 -14.285 1.00 28.95 H +ATOM 3080 HB2 ALA A1081 -18.781 16.794 -12.847 1.00 28.95 H +ATOM 3081 HB3 ALA A1081 -17.061 17.135 -12.690 1.00 28.95 H +ATOM 3082 N SER A1082 -15.102 14.505 -13.138 1.00 25.39 N +ATOM 3083 CA SER A1082 -13.776 14.151 -13.646 1.00 24.95 C +ATOM 3084 C SER A1082 -13.745 12.745 -14.282 1.00 27.35 C +ATOM 3085 O SER A1082 -13.055 12.563 -15.284 1.00 26.99 O +ATOM 3086 CB SER A1082 -12.763 14.260 -12.500 1.00 28.68 C +ATOM 3087 OG SER A1082 -12.732 15.566 -11.967 1.00 33.92 O +ATOM 3088 H SER A1082 -15.195 14.533 -12.132 1.00 25.39 H +ATOM 3089 HA SER A1082 -13.498 14.869 -14.420 1.00 24.95 H +ATOM 3090 HB3 SER A1082 -11.764 14.000 -12.839 1.00 28.68 H +ATOM 3091 HB2 SER A1082 -13.008 13.569 -11.703 1.00 28.68 H +ATOM 3092 HG SER A1082 -12.333 16.169 -12.606 1.00 33.92 H +ATOM 3093 N ASP A1083 -14.537 11.799 -13.743 1.00 23.13 N +ATOM 3094 CA ASP A1083 -14.788 10.488 -14.354 1.00 22.18 C +ATOM 3095 C ASP A1083 -15.611 10.564 -15.651 1.00 25.02 C +ATOM 3096 O ASP A1083 -15.428 9.691 -16.496 1.00 23.63 O +ATOM 3097 CB ASP A1083 -15.474 9.498 -13.386 1.00 24.19 C +ATOM 3098 CG ASP A1083 -14.601 8.937 -12.259 1.00 28.00 C +ATOM 3099 OD1 ASP A1083 -13.433 8.581 -12.529 1.00 27.87 O +ATOM 3100 OD2 ASP A1083 -15.162 8.716 -11.167 1.00 31.18 O1- +ATOM 3101 H ASP A1083 -15.083 12.016 -12.921 1.00 23.13 H +ATOM 3102 HA ASP A1083 -13.818 10.082 -14.642 1.00 22.18 H +ATOM 3103 HB3 ASP A1083 -15.865 8.648 -13.943 1.00 24.19 H +ATOM 3104 HB2 ASP A1083 -16.333 9.997 -12.937 1.00 24.19 H +ATOM 3105 N VAL A1084 -16.478 11.581 -15.808 1.00 23.20 N +ATOM 3106 CA VAL A1084 -17.237 11.816 -17.043 1.00 22.46 C +ATOM 3107 C VAL A1084 -16.326 12.236 -18.215 1.00 25.25 C +ATOM 3108 O VAL A1084 -16.560 11.779 -19.334 1.00 23.49 O +ATOM 3109 CB VAL A1084 -18.378 12.855 -16.849 1.00 25.40 C +ATOM 3110 CG1 VAL A1084 -19.004 13.409 -18.149 1.00 24.52 C +ATOM 3111 CG2 VAL A1084 -19.467 12.272 -15.928 1.00 25.38 C +ATOM 3112 H VAL A1084 -16.590 12.265 -15.073 1.00 23.20 H +ATOM 3113 HA VAL A1084 -17.704 10.870 -17.322 1.00 22.46 H +ATOM 3114 HB VAL A1084 -17.970 13.719 -16.335 1.00 25.40 H +ATOM 3115 HG11 VAL A1084 -19.744 14.170 -17.923 1.00 24.52 H +ATOM 3116 HG12 VAL A1084 -18.280 13.911 -18.790 1.00 24.52 H +ATOM 3117 HG13 VAL A1084 -19.487 12.624 -18.732 1.00 24.52 H +ATOM 3118 HG21 VAL A1084 -20.235 13.007 -15.704 1.00 25.38 H +ATOM 3119 HG22 VAL A1084 -19.957 11.412 -16.385 1.00 25.38 H +ATOM 3120 HG23 VAL A1084 -19.053 11.952 -14.972 1.00 25.38 H +ATOM 3121 N TRP A1085 -15.279 13.034 -17.932 1.00 23.54 N +ATOM 3122 CA TRP A1085 -14.206 13.342 -18.882 1.00 23.20 C +ATOM 3123 C TRP A1085 -13.454 12.077 -19.319 1.00 25.99 C +ATOM 3124 O TRP A1085 -13.253 11.889 -20.518 1.00 26.38 O +ATOM 3125 CB TRP A1085 -13.269 14.426 -18.303 1.00 22.62 C +ATOM 3126 CG TRP A1085 -12.128 14.881 -19.175 1.00 22.84 C +ATOM 3127 CD1 TRP A1085 -11.055 14.132 -19.515 1.00 25.30 C +ATOM 3128 CD2 TRP A1085 -11.921 16.174 -19.828 1.00 22.79 C +ATOM 3129 NE1 TRP A1085 -10.233 14.839 -20.359 1.00 24.54 N +ATOM 3130 CE2 TRP A1085 -10.718 16.104 -20.594 1.00 26.50 C +ATOM 3131 CE3 TRP A1085 -12.618 17.404 -19.853 1.00 24.28 C +ATOM 3132 CZ2 TRP A1085 -10.252 17.180 -21.365 1.00 26.19 C +ATOM 3133 CZ3 TRP A1085 -12.152 18.496 -20.615 1.00 25.94 C +ATOM 3134 CH2 TRP A1085 -10.975 18.384 -21.378 1.00 26.22 C +ATOM 3135 H TRP A1085 -15.153 13.373 -16.988 1.00 23.54 H +ATOM 3136 HA TRP A1085 -14.660 13.744 -19.784 1.00 23.20 H +ATOM 3137 HB3 TRP A1085 -12.840 14.080 -17.363 1.00 22.62 H +ATOM 3138 HB2 TRP A1085 -13.860 15.308 -18.052 1.00 22.62 H +ATOM 3139 HD1 TRP A1085 -10.890 13.120 -19.184 1.00 25.30 H +ATOM 3140 HE1 TRP A1085 -9.371 14.455 -20.731 1.00 24.54 H +ATOM 3141 HE3 TRP A1085 -13.527 17.507 -19.285 1.00 24.28 H +ATOM 3142 HZ2 TRP A1085 -9.346 17.075 -21.938 1.00 26.19 H +ATOM 3143 HZ3 TRP A1085 -12.701 19.424 -20.620 1.00 25.94 H +ATOM 3144 HH2 TRP A1085 -10.626 19.223 -21.962 1.00 26.22 H +ATOM 3145 N SER A1086 -13.092 11.228 -18.343 1.00 23.27 N +ATOM 3146 CA SER A1086 -12.412 9.953 -18.565 1.00 22.29 C +ATOM 3147 C SER A1086 -13.274 8.947 -19.353 1.00 25.76 C +ATOM 3148 O SER A1086 -12.707 8.181 -20.130 1.00 25.35 O +ATOM 3149 CB SER A1086 -11.978 9.362 -17.215 1.00 24.31 C +ATOM 3150 OG SER A1086 -11.144 10.256 -16.504 1.00 27.11 O +ATOM 3151 H SER A1086 -13.281 11.465 -17.378 1.00 23.27 H +ATOM 3152 HA SER A1086 -11.518 10.152 -19.159 1.00 22.29 H +ATOM 3153 HB3 SER A1086 -11.420 8.439 -17.370 1.00 24.31 H +ATOM 3154 HB2 SER A1086 -12.840 9.115 -16.597 1.00 24.31 H +ATOM 3155 HG SER A1086 -10.415 10.519 -17.077 1.00 27.11 H +ATOM 3156 N PHE A1087 -14.612 9.007 -19.195 1.00 22.49 N +ATOM 3157 CA PHE A1087 -15.589 8.295 -20.022 1.00 21.87 C +ATOM 3158 C PHE A1087 -15.618 8.765 -21.483 1.00 26.76 C +ATOM 3159 O PHE A1087 -15.773 7.924 -22.363 1.00 27.22 O +ATOM 3160 CB PHE A1087 -16.998 8.282 -19.373 1.00 24.21 C +ATOM 3161 CG PHE A1087 -18.139 7.909 -20.310 1.00 25.86 C +ATOM 3162 CD1 PHE A1087 -18.280 6.574 -20.745 1.00 28.01 C +ATOM 3163 CD2 PHE A1087 -18.909 8.917 -20.932 1.00 26.70 C +ATOM 3164 CE1 PHE A1087 -19.174 6.264 -21.760 1.00 28.28 C +ATOM 3165 CE2 PHE A1087 -19.803 8.585 -21.941 1.00 28.37 C +ATOM 3166 CZ PHE A1087 -19.928 7.266 -22.358 1.00 26.26 C +ATOM 3167 H PHE A1087 -14.996 9.642 -18.508 1.00 22.49 H +ATOM 3168 HA PHE A1087 -15.264 7.254 -20.052 1.00 21.87 H +ATOM 3169 HB3 PHE A1087 -17.220 9.244 -18.916 1.00 24.21 H +ATOM 3170 HB2 PHE A1087 -17.001 7.559 -18.562 1.00 24.21 H +ATOM 3171 HD1 PHE A1087 -17.662 5.798 -20.320 1.00 28.01 H +ATOM 3172 HD2 PHE A1087 -18.781 9.951 -20.647 1.00 26.70 H +ATOM 3173 HE1 PHE A1087 -19.270 5.244 -22.097 1.00 28.28 H +ATOM 3174 HE2 PHE A1087 -20.388 9.359 -22.416 1.00 28.37 H +ATOM 3175 HZ PHE A1087 -20.613 7.022 -23.156 1.00 26.26 H +ATOM 3176 N GLY A1088 -15.463 10.078 -21.725 1.00 25.20 N +ATOM 3177 CA GLY A1088 -15.397 10.647 -23.072 1.00 24.53 C +ATOM 3178 C GLY A1088 -14.144 10.153 -23.812 1.00 25.56 C +ATOM 3179 O GLY A1088 -14.215 9.886 -25.010 1.00 24.64 O +ATOM 3180 H GLY A1088 -15.360 10.718 -20.948 1.00 25.20 H +ATOM 3181 HA3 GLY A1088 -15.369 11.734 -23.000 1.00 24.53 H +ATOM 3182 HA2 GLY A1088 -16.295 10.385 -23.634 1.00 24.53 H +ATOM 3183 N VAL A1089 -13.018 9.990 -23.092 1.00 22.27 N +ATOM 3184 CA VAL A1089 -11.773 9.430 -23.621 1.00 21.54 C +ATOM 3185 C VAL A1089 -11.845 7.892 -23.772 1.00 25.32 C +ATOM 3186 O VAL A1089 -11.253 7.367 -24.713 1.00 25.91 O +ATOM 3187 CB VAL A1089 -10.538 9.818 -22.757 1.00 24.92 C +ATOM 3188 CG1 VAL A1089 -9.205 9.300 -23.330 1.00 24.42 C +ATOM 3189 CG2 VAL A1089 -10.419 11.342 -22.593 1.00 24.24 C +ATOM 3190 H VAL A1089 -13.022 10.219 -22.107 1.00 22.27 H +ATOM 3191 HA VAL A1089 -11.612 9.844 -24.616 1.00 21.54 H +ATOM 3192 HB VAL A1089 -10.659 9.389 -21.761 1.00 24.92 H +ATOM 3193 HG11 VAL A1089 -8.358 9.619 -22.723 1.00 24.42 H +ATOM 3194 HG12 VAL A1089 -9.165 8.214 -23.374 1.00 24.42 H +ATOM 3195 HG13 VAL A1089 -9.045 9.679 -24.340 1.00 24.42 H +ATOM 3196 HG21 VAL A1089 -9.521 11.613 -22.042 1.00 24.24 H +ATOM 3197 HG22 VAL A1089 -10.373 11.837 -23.563 1.00 24.24 H +ATOM 3198 HG23 VAL A1089 -11.258 11.760 -22.043 1.00 24.24 H +ATOM 3199 N THR A1090 -12.615 7.201 -22.911 1.00 22.27 N +ATOM 3200 CA THR A1090 -12.918 5.771 -23.052 1.00 21.73 C +ATOM 3201 C THR A1090 -13.803 5.497 -24.282 1.00 24.89 C +ATOM 3202 O THR A1090 -13.496 4.581 -25.038 1.00 24.37 O +ATOM 3203 CB THR A1090 -13.638 5.177 -21.811 1.00 26.43 C +ATOM 3204 OG1 THR A1090 -12.855 5.394 -20.661 1.00 23.21 O +ATOM 3205 CG2 THR A1090 -13.917 3.664 -21.880 1.00 26.50 C +ATOM 3206 H THR A1090 -13.071 7.685 -22.149 1.00 22.27 H +ATOM 3207 HA THR A1090 -11.974 5.239 -23.187 1.00 21.73 H +ATOM 3208 HB THR A1090 -14.587 5.688 -21.652 1.00 26.43 H +ATOM 3209 HG1 THR A1090 -12.746 6.342 -20.526 1.00 23.21 H +ATOM 3210 HG21 THR A1090 -14.289 3.293 -20.925 1.00 26.50 H +ATOM 3211 HG22 THR A1090 -14.666 3.418 -22.633 1.00 26.50 H +ATOM 3212 HG23 THR A1090 -13.011 3.107 -22.118 1.00 26.50 H +ATOM 3213 N LEU A1091 -14.844 6.326 -24.480 1.00 21.38 N +ATOM 3214 CA LEU A1091 -15.754 6.315 -25.626 1.00 21.26 C +ATOM 3215 C LEU A1091 -15.027 6.594 -26.953 1.00 25.55 C +ATOM 3216 O LEU A1091 -15.338 5.943 -27.948 1.00 24.92 O +ATOM 3217 CB LEU A1091 -16.902 7.321 -25.358 1.00 21.18 C +ATOM 3218 CG LEU A1091 -18.043 7.343 -26.400 1.00 26.34 C +ATOM 3219 CD1 LEU A1091 -18.736 5.972 -26.517 1.00 27.66 C +ATOM 3220 CD2 LEU A1091 -19.046 8.478 -26.096 1.00 28.91 C +ATOM 3221 H LEU A1091 -15.031 7.043 -23.789 1.00 21.38 H +ATOM 3222 HA LEU A1091 -16.172 5.309 -25.684 1.00 21.26 H +ATOM 3223 HB3 LEU A1091 -16.476 8.322 -25.277 1.00 21.18 H +ATOM 3224 HB2 LEU A1091 -17.339 7.107 -24.381 1.00 21.18 H +ATOM 3225 HG LEU A1091 -17.612 7.573 -27.373 1.00 26.34 H +ATOM 3226 HD11 LEU A1091 -19.820 6.049 -26.604 1.00 27.66 H +ATOM 3227 HD12 LEU A1091 -18.386 5.428 -27.392 1.00 27.66 H +ATOM 3228 HD13 LEU A1091 -18.522 5.346 -25.651 1.00 27.66 H +ATOM 3229 HD21 LEU A1091 -19.158 9.136 -26.959 1.00 28.91 H +ATOM 3230 HD22 LEU A1091 -20.039 8.108 -25.839 1.00 28.91 H +ATOM 3231 HD23 LEU A1091 -18.721 9.099 -25.260 1.00 28.91 H +ATOM 3232 N TYR A1092 -14.031 7.499 -26.923 1.00 23.80 N +ATOM 3233 CA TYR A1092 -13.099 7.753 -28.021 1.00 23.59 C +ATOM 3234 C TYR A1092 -12.315 6.491 -28.425 1.00 28.07 C +ATOM 3235 O TYR A1092 -12.272 6.181 -29.614 1.00 28.26 O +ATOM 3236 CB TYR A1092 -12.173 8.936 -27.658 1.00 24.03 C +ATOM 3237 CG TYR A1092 -11.033 9.197 -28.626 1.00 25.49 C +ATOM 3238 CD1 TYR A1092 -11.301 9.688 -29.920 1.00 27.64 C +ATOM 3239 CD2 TYR A1092 -9.705 8.903 -28.251 1.00 25.28 C +ATOM 3240 CE1 TYR A1092 -10.251 9.863 -30.838 1.00 27.61 C +ATOM 3241 CE2 TYR A1092 -8.652 9.096 -29.166 1.00 25.84 C +ATOM 3242 CZ TYR A1092 -8.929 9.573 -30.462 1.00 31.24 C +ATOM 3243 OH TYR A1092 -7.926 9.744 -31.367 1.00 30.99 O +ATOM 3244 H TYR A1092 -13.854 8.006 -26.066 1.00 23.80 H +ATOM 3245 HA TYR A1092 -13.698 8.053 -28.883 1.00 23.59 H +ATOM 3246 HB3 TYR A1092 -11.731 8.761 -26.683 1.00 24.03 H +ATOM 3247 HB2 TYR A1092 -12.756 9.847 -27.538 1.00 24.03 H +ATOM 3248 HD1 TYR A1092 -12.315 9.900 -30.224 1.00 27.64 H +ATOM 3249 HD2 TYR A1092 -9.491 8.520 -27.264 1.00 25.28 H +ATOM 3250 HE1 TYR A1092 -10.457 10.196 -31.843 1.00 27.61 H +ATOM 3251 HE2 TYR A1092 -7.639 8.871 -28.867 1.00 25.84 H +ATOM 3252 HH TYR A1092 -7.106 9.333 -31.072 1.00 30.99 H +ATOM 3253 N GLU A1093 -11.768 5.761 -27.435 1.00 24.82 N +ATOM 3254 CA GLU A1093 -11.086 4.484 -27.646 1.00 23.87 C +ATOM 3255 C GLU A1093 -11.975 3.389 -28.258 1.00 29.02 C +ATOM 3256 O GLU A1093 -11.477 2.664 -29.115 1.00 29.63 O +ATOM 3257 CB GLU A1093 -10.427 3.973 -26.356 1.00 24.44 C +ATOM 3258 CG GLU A1093 -9.237 4.821 -25.884 1.00 27.04 C +ATOM 3259 CD GLU A1093 -8.637 4.226 -24.611 1.00 39.48 C +ATOM 3260 OE1 GLU A1093 -9.243 4.419 -23.533 1.00 26.77 O +ATOM 3261 OE2 GLU A1093 -7.591 3.554 -24.738 1.00 32.38 O1- +ATOM 3262 H GLU A1093 -11.845 6.074 -26.476 1.00 24.82 H +ATOM 3263 HA GLU A1093 -10.281 4.673 -28.357 1.00 23.87 H +ATOM 3264 HB3 GLU A1093 -10.087 2.947 -26.501 1.00 24.44 H +ATOM 3265 HB2 GLU A1093 -11.167 3.920 -25.560 1.00 24.44 H +ATOM 3266 HG3 GLU A1093 -9.531 5.852 -25.702 1.00 27.04 H +ATOM 3267 HG2 GLU A1093 -8.481 4.862 -26.670 1.00 27.04 H +ATOM 3268 N LEU A1094 -13.259 3.299 -27.860 1.00 26.56 N +ATOM 3269 CA LEU A1094 -14.192 2.306 -28.409 1.00 27.12 C +ATOM 3270 C LEU A1094 -14.478 2.531 -29.905 1.00 29.23 C +ATOM 3271 O LEU A1094 -14.481 1.561 -30.660 1.00 30.58 O +ATOM 3272 CB LEU A1094 -15.520 2.246 -27.615 1.00 27.75 C +ATOM 3273 CG LEU A1094 -15.421 2.018 -26.089 1.00 33.45 C +ATOM 3274 CD1 LEU A1094 -16.789 1.644 -25.482 1.00 34.25 C +ATOM 3275 CD2 LEU A1094 -14.323 1.027 -25.666 1.00 37.20 C +ATOM 3276 H LEU A1094 -13.614 3.919 -27.144 1.00 26.56 H +ATOM 3277 HA LEU A1094 -13.708 1.330 -28.327 1.00 27.12 H +ATOM 3278 HB3 LEU A1094 -16.113 1.436 -28.041 1.00 27.75 H +ATOM 3279 HB2 LEU A1094 -16.100 3.154 -27.790 1.00 27.75 H +ATOM 3280 HG LEU A1094 -15.166 2.977 -25.652 1.00 33.45 H +ATOM 3281 HD11 LEU A1094 -17.053 2.322 -24.669 1.00 34.25 H +ATOM 3282 HD12 LEU A1094 -17.592 1.700 -26.216 1.00 34.25 H +ATOM 3283 HD13 LEU A1094 -16.794 0.632 -25.076 1.00 34.25 H +ATOM 3284 HD21 LEU A1094 -14.466 0.703 -24.636 1.00 37.20 H +ATOM 3285 HD22 LEU A1094 -14.313 0.140 -26.299 1.00 37.20 H +ATOM 3286 HD23 LEU A1094 -13.335 1.487 -25.711 1.00 37.20 H +ATOM 3287 N LEU A1095 -14.672 3.802 -30.304 1.00 26.35 N +ATOM 3288 CA LEU A1095 -14.961 4.209 -31.682 1.00 28.85 C +ATOM 3289 C LEU A1095 -13.734 4.120 -32.619 1.00 32.34 C +ATOM 3290 O LEU A1095 -13.931 3.898 -33.813 1.00 33.48 O +ATOM 3291 CB LEU A1095 -15.577 5.632 -31.691 1.00 29.95 C +ATOM 3292 CG LEU A1095 -17.110 5.748 -31.482 1.00 37.01 C +ATOM 3293 CD1 LEU A1095 -17.928 4.993 -32.548 1.00 41.99 C +ATOM 3294 CD2 LEU A1095 -17.598 5.424 -30.060 1.00 37.43 C +ATOM 3295 H LEU A1095 -14.644 4.545 -29.618 1.00 26.35 H +ATOM 3296 HA LEU A1095 -15.694 3.506 -32.081 1.00 28.85 H +ATOM 3297 HB3 LEU A1095 -15.375 6.094 -32.658 1.00 29.95 H +ATOM 3298 HB2 LEU A1095 -15.062 6.260 -30.963 1.00 29.95 H +ATOM 3299 HG LEU A1095 -17.340 6.802 -31.630 1.00 37.01 H +ATOM 3300 HD11 LEU A1095 -18.648 5.658 -33.026 1.00 41.99 H +ATOM 3301 HD12 LEU A1095 -17.300 4.585 -33.335 1.00 41.99 H +ATOM 3302 HD13 LEU A1095 -18.483 4.155 -32.126 1.00 41.99 H +ATOM 3303 HD21 LEU A1095 -18.614 5.029 -30.052 1.00 37.43 H +ATOM 3304 HD22 LEU A1095 -16.973 4.692 -29.555 1.00 37.43 H +ATOM 3305 HD23 LEU A1095 -17.608 6.330 -29.455 1.00 37.43 H +ATOM 3306 N THR A1096 -12.506 4.251 -32.084 1.00 28.49 N +ATOM 3307 CA THR A1096 -11.253 3.995 -32.816 1.00 28.46 C +ATOM 3308 C THR A1096 -10.852 2.497 -32.815 1.00 34.09 C +ATOM 3309 O THR A1096 -9.856 2.153 -33.452 1.00 34.31 O +ATOM 3310 CB THR A1096 -10.059 4.808 -32.236 1.00 31.93 C +ATOM 3311 OG1 THR A1096 -9.741 4.419 -30.916 1.00 28.23 O +ATOM 3312 CG2 THR A1096 -10.258 6.329 -32.269 1.00 33.74 C +ATOM 3313 H THR A1096 -12.415 4.453 -31.098 1.00 28.49 H +ATOM 3314 HA THR A1096 -11.377 4.297 -33.856 1.00 28.46 H +ATOM 3315 HB THR A1096 -9.172 4.597 -32.833 1.00 31.93 H +ATOM 3316 HG1 THR A1096 -10.439 4.736 -30.336 1.00 28.23 H +ATOM 3317 HG21 THR A1096 -9.410 6.848 -31.821 1.00 33.74 H +ATOM 3318 HG22 THR A1096 -10.359 6.687 -33.292 1.00 33.74 H +ATOM 3319 HG23 THR A1096 -11.150 6.635 -31.735 1.00 33.74 H +ATOM 3320 N HIS A1097 -11.615 1.642 -32.103 1.00 31.69 N +ATOM 3321 CA HIS A1097 -11.381 0.204 -31.900 1.00 31.97 C +ATOM 3322 C HIS A1097 -10.062 -0.104 -31.165 1.00 33.69 C +ATOM 3323 O HIS A1097 -9.451 -1.146 -31.396 1.00 33.12 O +ATOM 3324 CB HIS A1097 -11.554 -0.597 -33.212 1.00 35.14 C +ATOM 3325 CG HIS A1097 -12.938 -0.518 -33.800 1.00 40.55 C +ATOM 3326 ND1 HIS A1097 -13.357 0.538 -34.617 1.00 43.74 N +ATOM 3327 CD2 HIS A1097 -13.982 -1.406 -33.645 1.00 43.94 C +ATOM 3328 CE1 HIS A1097 -14.618 0.257 -34.914 1.00 44.01 C +ATOM 3329 NE2 HIS A1097 -15.038 -0.885 -34.369 1.00 44.57 N +ATOM 3330 H HIS A1097 -12.425 2.012 -31.624 1.00 31.69 H +ATOM 3331 HA HIS A1097 -12.165 -0.123 -31.216 1.00 31.97 H +ATOM 3332 HB3 HIS A1097 -11.341 -1.653 -33.046 1.00 35.14 H +ATOM 3333 HB2 HIS A1097 -10.844 -0.264 -33.967 1.00 35.14 H +ATOM 3334 HD2 HIS A1097 -14.056 -2.331 -33.092 1.00 43.94 H +ATOM 3335 HE1 HIS A1097 -15.240 0.888 -35.531 1.00 44.01 H +ATOM 3336 HE2 HIS A1097 -15.963 -1.292 -34.456 1.00 44.57 H +ATOM 3337 N CYS A1098 -9.658 0.828 -30.285 1.00 28.70 N +ATOM 3338 CA CYS A1098 -8.478 0.796 -29.422 1.00 27.70 C +ATOM 3339 C CYS A1098 -7.155 0.700 -30.208 1.00 30.22 C +ATOM 3340 O CYS A1098 -6.198 0.093 -29.727 1.00 27.75 O +ATOM 3341 CB CYS A1098 -8.592 -0.268 -28.315 1.00 27.86 C +ATOM 3342 SG CYS A1098 -10.039 0.093 -27.277 1.00 31.27 S +ATOM 3343 H CYS A1098 -10.254 1.635 -30.150 1.00 28.70 H +ATOM 3344 HA CYS A1098 -8.453 1.767 -28.928 1.00 27.70 H +ATOM 3345 HB3 CYS A1098 -7.706 -0.255 -27.682 1.00 27.86 H +ATOM 3346 HB2 CYS A1098 -8.685 -1.270 -28.729 1.00 27.86 H +ATOM 3347 HG CYS A1098 -10.014 -1.059 -26.600 1.00 31.27 H +ATOM 3348 N ASP A1099 -7.130 1.319 -31.404 1.00 28.20 N +ATOM 3349 CA ASP A1099 -5.967 1.423 -32.283 1.00 29.09 C +ATOM 3350 C ASP A1099 -4.871 2.253 -31.590 1.00 32.04 C +ATOM 3351 O ASP A1099 -5.137 3.386 -31.191 1.00 29.80 O +ATOM 3352 CB ASP A1099 -6.383 2.011 -33.658 1.00 31.01 C +ATOM 3353 CG ASP A1099 -5.334 2.058 -34.786 1.00 42.86 C +ATOM 3354 OD1 ASP A1099 -4.205 1.546 -34.615 1.00 44.82 O +ATOM 3355 OD2 ASP A1099 -5.706 2.585 -35.856 1.00 55.40 O1- +ATOM 3356 H ASP A1099 -7.968 1.778 -31.732 1.00 28.20 H +ATOM 3357 HA ASP A1099 -5.599 0.408 -32.440 1.00 29.09 H +ATOM 3358 HB3 ASP A1099 -6.782 3.015 -33.511 1.00 31.01 H +ATOM 3359 HB2 ASP A1099 -7.232 1.442 -34.033 1.00 31.01 H +ATOM 3360 N SER A1100 -3.673 1.660 -31.457 1.00 30.26 N +ATOM 3361 CA SER A1100 -2.501 2.255 -30.813 1.00 30.30 C +ATOM 3362 C SER A1100 -2.007 3.557 -31.475 1.00 34.31 C +ATOM 3363 O SER A1100 -1.544 4.442 -30.757 1.00 34.07 O +ATOM 3364 CB SER A1100 -1.395 1.186 -30.688 1.00 35.14 C +ATOM 3365 OG SER A1100 -0.812 0.863 -31.936 1.00 49.21 O +ATOM 3366 H SER A1100 -3.544 0.722 -31.816 1.00 30.26 H +ATOM 3367 HA SER A1100 -2.810 2.508 -29.798 1.00 30.30 H +ATOM 3368 HB3 SER A1100 -1.789 0.278 -30.231 1.00 35.14 H +ATOM 3369 HB2 SER A1100 -0.604 1.548 -30.030 1.00 35.14 H +ATOM 3370 HG SER A1100 -0.171 0.161 -31.804 1.00 49.21 H +ATOM 3371 N SER A1101 -2.165 3.675 -32.806 1.00 31.40 N +ATOM 3372 CA SER A1101 -1.859 4.886 -33.572 1.00 31.93 C +ATOM 3373 C SER A1101 -2.867 6.034 -33.343 1.00 35.91 C +ATOM 3374 O SER A1101 -2.506 7.191 -33.557 1.00 36.89 O +ATOM 3375 CB SER A1101 -1.697 4.523 -35.064 1.00 36.50 C +ATOM 3376 OG SER A1101 -2.929 4.318 -35.729 1.00 42.36 O +ATOM 3377 H SER A1101 -2.558 2.902 -33.327 1.00 31.40 H +ATOM 3378 HA SER A1101 -0.886 5.241 -33.226 1.00 31.93 H +ATOM 3379 HB3 SER A1101 -1.073 3.636 -35.181 1.00 36.50 H +ATOM 3380 HB2 SER A1101 -1.179 5.333 -35.580 1.00 36.50 H +ATOM 3381 HG SER A1101 -3.291 3.462 -35.475 1.00 42.36 H +ATOM 3382 N GLN A1102 -4.091 5.700 -32.898 1.00 29.85 N +ATOM 3383 CA GLN A1102 -5.158 6.649 -32.581 1.00 28.09 C +ATOM 3384 C GLN A1102 -5.318 6.881 -31.067 1.00 29.55 C +ATOM 3385 O GLN A1102 -6.205 7.643 -30.690 1.00 27.73 O +ATOM 3386 CB GLN A1102 -6.487 6.161 -33.198 1.00 29.07 C +ATOM 3387 CG GLN A1102 -6.456 6.050 -34.735 1.00 37.94 C +ATOM 3388 CD GLN A1102 -7.845 5.775 -35.316 1.00 47.98 C +ATOM 3389 OE1 GLN A1102 -8.717 6.640 -35.277 1.00 45.96 O +ATOM 3390 NE2 GLN A1102 -8.059 4.581 -35.868 1.00 43.70 N +ATOM 3391 H GLN A1102 -4.308 4.725 -32.740 1.00 29.85 H +ATOM 3392 HA GLN A1102 -4.936 7.620 -33.021 1.00 28.09 H +ATOM 3393 HB3 GLN A1102 -7.282 6.854 -32.919 1.00 29.07 H +ATOM 3394 HB2 GLN A1102 -6.763 5.199 -32.764 1.00 29.07 H +ATOM 3395 HG3 GLN A1102 -5.755 5.277 -35.050 1.00 37.94 H +ATOM 3396 HG2 GLN A1102 -6.095 6.985 -35.164 1.00 37.94 H +ATOM 3397 HE22 GLN A1102 -8.960 4.358 -36.266 1.00 43.70 H +ATOM 3398 HE21 GLN A1102 -7.316 3.889 -35.901 1.00 43.70 H +ATOM 3399 N SER A1103 -4.496 6.236 -30.218 1.00 26.76 N +ATOM 3400 CA SER A1103 -4.636 6.266 -28.758 1.00 25.27 C +ATOM 3401 C SER A1103 -4.416 7.666 -28.134 1.00 28.60 C +ATOM 3402 O SER A1103 -3.673 8.456 -28.717 1.00 28.62 O +ATOM 3403 CB SER A1103 -3.733 5.180 -28.139 1.00 27.32 C +ATOM 3404 OG SER A1103 -2.362 5.531 -28.107 1.00 35.29 O +ATOM 3405 H SER A1103 -3.775 5.633 -30.588 1.00 26.76 H +ATOM 3406 HA SER A1103 -5.664 5.963 -28.587 1.00 25.27 H +ATOM 3407 HB3 SER A1103 -3.855 4.235 -28.667 1.00 27.32 H +ATOM 3408 HB2 SER A1103 -4.052 4.997 -27.114 1.00 27.32 H +ATOM 3409 HG SER A1103 -1.996 5.451 -28.995 1.00 35.29 H +ATOM 3410 N PRO A1104 -5.039 7.954 -26.962 1.00 25.17 N +ATOM 3411 CA PRO A1104 -4.893 9.264 -26.293 1.00 24.67 C +ATOM 3412 C PRO A1104 -3.456 9.762 -26.008 1.00 26.87 C +ATOM 3413 O PRO A1104 -3.206 10.927 -26.311 1.00 25.99 O +ATOM 3414 CB PRO A1104 -5.768 9.172 -25.030 1.00 26.01 C +ATOM 3415 CG PRO A1104 -6.761 8.063 -25.336 1.00 29.46 C +ATOM 3416 CD PRO A1104 -5.996 7.109 -26.241 1.00 25.85 C +ATOM 3417 HA PRO A1104 -5.359 9.984 -26.965 1.00 24.67 H +ATOM 3418 HB3 PRO A1104 -6.271 10.113 -24.806 1.00 26.01 H +ATOM 3419 HB2 PRO A1104 -5.186 8.913 -24.146 1.00 26.01 H +ATOM 3420 HG3 PRO A1104 -7.598 8.483 -25.894 1.00 29.46 H +ATOM 3421 HG2 PRO A1104 -7.161 7.577 -24.447 1.00 29.46 H +ATOM 3422 HD2 PRO A1104 -5.453 6.369 -25.652 1.00 25.85 H +ATOM 3423 HD3 PRO A1104 -6.704 6.583 -26.879 1.00 25.85 H +ATOM 3424 N PRO A1105 -2.512 8.903 -25.540 1.00 24.58 N +ATOM 3425 CA PRO A1105 -1.095 9.290 -25.409 1.00 24.76 C +ATOM 3426 C PRO A1105 -0.414 9.681 -26.728 1.00 29.78 C +ATOM 3427 O PRO A1105 0.275 10.696 -26.749 1.00 30.24 O +ATOM 3428 CB PRO A1105 -0.416 8.074 -24.751 1.00 25.88 C +ATOM 3429 CG PRO A1105 -1.547 7.335 -24.062 1.00 29.87 C +ATOM 3430 CD PRO A1105 -2.716 7.555 -25.010 1.00 25.57 C +ATOM 3431 HA PRO A1105 -1.051 10.139 -24.727 1.00 24.76 H +ATOM 3432 HB3 PRO A1105 0.372 8.361 -24.055 1.00 25.88 H +ATOM 3433 HB2 PRO A1105 0.031 7.420 -25.501 1.00 25.88 H +ATOM 3434 HG3 PRO A1105 -1.760 7.813 -23.106 1.00 29.87 H +ATOM 3435 HG2 PRO A1105 -1.332 6.283 -23.876 1.00 29.87 H +ATOM 3436 HD2 PRO A1105 -2.673 6.841 -25.829 1.00 25.57 H +ATOM 3437 HD3 PRO A1105 -3.660 7.421 -24.492 1.00 25.57 H +ATOM 3438 N THR A1106 -0.644 8.900 -27.798 1.00 26.99 N +ATOM 3439 CA THR A1106 -0.097 9.143 -29.134 1.00 27.47 C +ATOM 3440 C THR A1106 -0.563 10.483 -29.734 1.00 31.84 C +ATOM 3441 O THR A1106 0.284 11.263 -30.166 1.00 32.09 O +ATOM 3442 CB THR A1106 -0.470 7.995 -30.114 1.00 33.90 C +ATOM 3443 OG1 THR A1106 0.169 6.812 -29.680 1.00 35.61 O +ATOM 3444 CG2 THR A1106 -0.091 8.228 -31.588 1.00 32.59 C +ATOM 3445 H THR A1106 -1.225 8.079 -27.705 1.00 26.99 H +ATOM 3446 HA THR A1106 0.990 9.178 -29.039 1.00 27.47 H +ATOM 3447 HB THR A1106 -1.542 7.801 -30.070 1.00 33.90 H +ATOM 3448 HG1 THR A1106 1.077 6.817 -30.001 1.00 35.61 H +ATOM 3449 HG21 THR A1106 -0.167 7.307 -32.166 1.00 32.59 H +ATOM 3450 HG22 THR A1106 -0.747 8.958 -32.064 1.00 32.59 H +ATOM 3451 HG23 THR A1106 0.931 8.592 -31.679 1.00 32.59 H +ATOM 3452 N LYS A1107 -1.881 10.734 -29.718 1.00 27.48 N +ATOM 3453 CA LYS A1107 -2.498 11.914 -30.325 1.00 28.03 C +ATOM 3454 C LYS A1107 -2.239 13.220 -29.553 1.00 32.41 C +ATOM 3455 O LYS A1107 -2.116 14.260 -30.199 1.00 32.90 O +ATOM 3456 CB LYS A1107 -4.004 11.655 -30.524 1.00 29.00 C +ATOM 3457 CG LYS A1107 -4.332 10.463 -31.452 1.00 40.91 C +ATOM 3458 CD LYS A1107 -3.799 10.551 -32.893 1.00 47.46 C +ATOM 3459 CE LYS A1107 -4.424 11.691 -33.711 1.00 56.00 C +ATOM 3460 NZ LYS A1107 -3.900 11.720 -35.087 1.00 65.65 N1+ +ATOM 3461 H LYS A1107 -2.514 10.051 -29.322 1.00 27.48 H +ATOM 3462 HA LYS A1107 -2.042 12.056 -31.305 1.00 28.03 H +ATOM 3463 HB3 LYS A1107 -4.486 12.553 -30.910 1.00 29.00 H +ATOM 3464 HB2 LYS A1107 -4.459 11.467 -29.551 1.00 29.00 H +ATOM 3465 HG3 LYS A1107 -5.412 10.339 -31.485 1.00 40.91 H +ATOM 3466 HG2 LYS A1107 -3.949 9.546 -31.011 1.00 40.91 H +ATOM 3467 HD3 LYS A1107 -3.999 9.605 -33.395 1.00 47.46 H +ATOM 3468 HD2 LYS A1107 -2.713 10.638 -32.883 1.00 47.46 H +ATOM 3469 HE3 LYS A1107 -4.217 12.652 -33.244 1.00 56.00 H +ATOM 3470 HE2 LYS A1107 -5.507 11.575 -33.750 1.00 56.00 H +ATOM 3471 HZ1 LYS A1107 -2.898 11.867 -35.052 1.00 65.65 H +ATOM 3472 HZ2 LYS A1107 -4.094 10.843 -35.549 1.00 65.65 H +ATOM 3473 HZ3 LYS A1107 -4.332 12.478 -35.596 1.00 65.65 H +ATOM 3474 N PHE A1108 -2.117 13.159 -28.214 1.00 27.91 N +ATOM 3475 CA PHE A1108 -1.728 14.312 -27.396 1.00 26.74 C +ATOM 3476 C PHE A1108 -0.225 14.638 -27.463 1.00 30.76 C +ATOM 3477 O PHE A1108 0.112 15.819 -27.437 1.00 31.53 O +ATOM 3478 CB PHE A1108 -2.223 14.161 -25.939 1.00 27.18 C +ATOM 3479 CG PHE A1108 -3.708 14.423 -25.709 1.00 27.38 C +ATOM 3480 CD1 PHE A1108 -4.294 15.643 -26.113 1.00 29.59 C +ATOM 3481 CD2 PHE A1108 -4.499 13.500 -24.989 1.00 28.32 C +ATOM 3482 CE1 PHE A1108 -5.631 15.902 -25.840 1.00 30.31 C +ATOM 3483 CE2 PHE A1108 -5.834 13.775 -24.728 1.00 29.39 C +ATOM 3484 CZ PHE A1108 -6.397 14.972 -25.151 1.00 28.52 C +ATOM 3485 H PHE A1108 -2.248 12.280 -27.730 1.00 27.91 H +ATOM 3486 HA PHE A1108 -2.218 15.191 -27.816 1.00 26.74 H +ATOM 3487 HB3 PHE A1108 -1.680 14.842 -25.282 1.00 27.18 H +ATOM 3488 HB2 PHE A1108 -1.976 13.159 -25.590 1.00 27.18 H +ATOM 3489 HD1 PHE A1108 -3.706 16.390 -26.627 1.00 29.59 H +ATOM 3490 HD2 PHE A1108 -4.075 12.576 -24.629 1.00 28.32 H +ATOM 3491 HE1 PHE A1108 -6.075 16.835 -26.155 1.00 30.31 H +ATOM 3492 HE2 PHE A1108 -6.435 13.059 -24.188 1.00 29.39 H +ATOM 3493 HZ PHE A1108 -7.436 15.180 -24.942 1.00 28.52 H +ATOM 3494 N LEU A1109 0.650 13.622 -27.593 1.00 27.77 N +ATOM 3495 CA LEU A1109 2.100 13.811 -27.752 1.00 28.51 C +ATOM 3496 C LEU A1109 2.516 14.255 -29.168 1.00 34.25 C +ATOM 3497 O LEU A1109 3.626 14.765 -29.315 1.00 34.88 O +ATOM 3498 CB LEU A1109 2.860 12.542 -27.309 1.00 28.11 C +ATOM 3499 CG LEU A1109 2.842 12.310 -25.779 1.00 32.10 C +ATOM 3500 CD1 LEU A1109 3.338 10.893 -25.419 1.00 30.45 C +ATOM 3501 CD2 LEU A1109 3.605 13.410 -25.010 1.00 36.17 C +ATOM 3502 H LEU A1109 0.319 12.666 -27.597 1.00 27.77 H +ATOM 3503 HA LEU A1109 2.404 14.626 -27.095 1.00 28.51 H +ATOM 3504 HB3 LEU A1109 3.901 12.592 -27.634 1.00 28.11 H +ATOM 3505 HB2 LEU A1109 2.437 11.682 -27.830 1.00 28.11 H +ATOM 3506 HG LEU A1109 1.804 12.362 -25.449 1.00 32.10 H +ATOM 3507 HD11 LEU A1109 2.593 10.366 -24.822 1.00 30.45 H +ATOM 3508 HD12 LEU A1109 3.521 10.287 -26.306 1.00 30.45 H +ATOM 3509 HD13 LEU A1109 4.266 10.903 -24.848 1.00 30.45 H +ATOM 3510 HD21 LEU A1109 4.230 13.014 -24.210 1.00 36.17 H +ATOM 3511 HD22 LEU A1109 4.255 13.987 -25.667 1.00 36.17 H +ATOM 3512 HD23 LEU A1109 2.908 14.111 -24.549 1.00 36.17 H +ATOM 3513 N GLU A1110 1.626 14.116 -30.166 1.00 32.96 N +ATOM 3514 CA GLU A1110 1.757 14.754 -31.480 1.00 35.44 C +ATOM 3515 C GLU A1110 1.538 16.278 -31.416 1.00 38.81 C +ATOM 3516 O GLU A1110 2.214 17.004 -32.143 1.00 38.69 O +ATOM 3517 CB GLU A1110 0.776 14.106 -32.477 1.00 36.99 C +ATOM 3518 CG GLU A1110 1.234 12.724 -32.992 1.00 47.30 C +ATOM 3519 CD GLU A1110 0.184 11.941 -33.801 1.00 70.21 C +ATOM 3520 OE1 GLU A1110 -0.902 12.492 -34.093 1.00 64.58 O +ATOM 3521 OE2 GLU A1110 0.490 10.773 -34.124 1.00 65.32 O1- +ATOM 3522 H GLU A1110 0.748 13.648 -29.986 1.00 32.96 H +ATOM 3523 HA GLU A1110 2.773 14.593 -31.847 1.00 35.44 H +ATOM 3524 HB3 GLU A1110 0.605 14.769 -33.327 1.00 36.99 H +ATOM 3525 HB2 GLU A1110 -0.188 13.999 -31.980 1.00 36.99 H +ATOM 3526 HG3 GLU A1110 1.562 12.107 -32.159 1.00 47.30 H +ATOM 3527 HG2 GLU A1110 2.115 12.857 -33.622 1.00 47.30 H +ATOM 3528 N LEU A1111 0.621 16.731 -30.540 1.00 35.92 N +ATOM 3529 CA LEU A1111 0.318 18.147 -30.309 1.00 37.14 C +ATOM 3530 C LEU A1111 1.372 18.829 -29.418 1.00 40.62 C +ATOM 3531 O LEU A1111 1.740 19.971 -29.693 1.00 41.55 O +ATOM 3532 CB LEU A1111 -1.087 18.286 -29.673 1.00 36.92 C +ATOM 3533 CG LEU A1111 -2.260 17.801 -30.555 1.00 41.87 C +ATOM 3534 CD1 LEU A1111 -3.572 17.728 -29.743 1.00 41.05 C +ATOM 3535 CD2 LEU A1111 -2.410 18.636 -31.845 1.00 44.81 C +ATOM 3536 H LEU A1111 0.107 16.071 -29.975 1.00 35.92 H +ATOM 3537 HA LEU A1111 0.322 18.664 -31.270 1.00 37.14 H +ATOM 3538 HB3 LEU A1111 -1.265 19.329 -29.406 1.00 36.92 H +ATOM 3539 HB2 LEU A1111 -1.100 17.738 -28.731 1.00 36.92 H +ATOM 3540 HG LEU A1111 -2.038 16.781 -30.864 1.00 41.87 H +ATOM 3541 HD11 LEU A1111 -4.009 16.731 -29.803 1.00 41.05 H +ATOM 3542 HD12 LEU A1111 -3.410 17.942 -28.686 1.00 41.05 H +ATOM 3543 HD13 LEU A1111 -4.325 18.435 -30.089 1.00 41.05 H +ATOM 3544 HD21 LEU A1111 -3.440 18.931 -32.041 1.00 44.81 H +ATOM 3545 HD22 LEU A1111 -1.820 19.552 -31.810 1.00 44.81 H +ATOM 3546 HD23 LEU A1111 -2.074 18.066 -32.712 1.00 44.81 H +ATOM 3547 N ILE A1112 1.827 18.124 -28.368 1.00 34.80 N +ATOM 3548 CA ILE A1112 2.759 18.628 -27.356 1.00 34.93 C +ATOM 3549 C ILE A1112 4.230 18.572 -27.815 1.00 40.11 C +ATOM 3550 O ILE A1112 4.994 19.473 -27.471 1.00 41.74 O +ATOM 3551 CB ILE A1112 2.614 17.819 -26.027 1.00 36.99 C +ATOM 3552 CG1 ILE A1112 1.226 18.047 -25.391 1.00 35.84 C +ATOM 3553 CG2 ILE A1112 3.707 18.065 -24.963 1.00 37.00 C +ATOM 3554 CD1 ILE A1112 0.810 16.938 -24.417 1.00 35.00 C +ATOM 3555 H ILE A1112 1.452 17.199 -28.201 1.00 34.80 H +ATOM 3556 HA ILE A1112 2.514 19.672 -27.148 1.00 34.93 H +ATOM 3557 HB ILE A1112 2.677 16.764 -26.294 1.00 36.99 H +ATOM 3558 HG13 ILE A1112 0.460 18.112 -26.162 1.00 35.84 H +ATOM 3559 HG12 ILE A1112 1.208 19.011 -24.881 1.00 35.84 H +ATOM 3560 HG21 ILE A1112 3.496 17.533 -24.036 1.00 37.00 H +ATOM 3561 HG22 ILE A1112 4.688 17.726 -25.289 1.00 37.00 H +ATOM 3562 HG23 ILE A1112 3.786 19.123 -24.726 1.00 37.00 H +ATOM 3563 HD11 ILE A1112 -0.272 16.926 -24.293 1.00 35.00 H +ATOM 3564 HD12 ILE A1112 1.106 15.951 -24.774 1.00 35.00 H +ATOM 3565 HD13 ILE A1112 1.261 17.086 -23.438 1.00 35.00 H +ATOM 3566 N GLY A1113 4.598 17.509 -28.549 1.00 36.74 N +ATOM 3567 CA GLY A1113 5.986 17.125 -28.807 1.00 38.59 C +ATOM 3568 C GLY A1113 6.458 16.152 -27.712 1.00 41.94 C +ATOM 3569 O GLY A1113 5.723 15.847 -26.772 1.00 39.30 O +ATOM 3570 H GLY A1113 3.896 16.830 -28.812 1.00 36.74 H +ATOM 3571 HA3 GLY A1113 6.645 17.994 -28.846 1.00 38.59 H +ATOM 3572 HA2 GLY A1113 6.038 16.630 -29.777 1.00 38.59 H +ATOM 3573 N ILE A1114 7.697 15.653 -27.849 1.00 41.30 N +ATOM 3574 CA ILE A1114 8.305 14.668 -26.942 1.00 41.02 C +ATOM 3575 C ILE A1114 9.607 15.170 -26.275 1.00 47.14 C +ATOM 3576 O ILE A1114 10.221 14.411 -25.524 1.00 48.03 O +ATOM 3577 CB ILE A1114 8.578 13.319 -27.673 1.00 43.24 C +ATOM 3578 CG1 ILE A1114 9.541 13.438 -28.881 1.00 44.89 C +ATOM 3579 CG2 ILE A1114 7.256 12.629 -28.061 1.00 42.60 C +ATOM 3580 CD1 ILE A1114 10.047 12.085 -29.402 1.00 50.07 C +ATOM 3581 H ILE A1114 8.254 15.920 -28.647 1.00 41.30 H +ATOM 3582 HA ILE A1114 7.632 14.455 -26.109 1.00 41.02 H +ATOM 3583 HB ILE A1114 9.054 12.649 -26.955 1.00 43.24 H +ATOM 3584 HG13 ILE A1114 10.411 14.042 -28.624 1.00 44.89 H +ATOM 3585 HG12 ILE A1114 9.044 13.969 -29.694 1.00 44.89 H +ATOM 3586 HG21 ILE A1114 7.425 11.627 -28.454 1.00 42.60 H +ATOM 3587 HG22 ILE A1114 6.597 12.528 -27.198 1.00 42.60 H +ATOM 3588 HG23 ILE A1114 6.716 13.194 -28.821 1.00 42.60 H +ATOM 3589 HD11 ILE A1114 10.937 12.217 -30.019 1.00 50.07 H +ATOM 3590 HD12 ILE A1114 10.311 11.414 -28.585 1.00 50.07 H +ATOM 3591 HD13 ILE A1114 9.294 11.590 -30.015 1.00 50.07 H +ATOM 3592 N ALA A1115 9.991 16.433 -26.530 1.00 42.26 N +ATOM 3593 CA ALA A1115 11.194 17.067 -25.991 1.00 43.31 C +ATOM 3594 C ALA A1115 10.820 18.401 -25.327 1.00 48.36 C +ATOM 3595 O ALA A1115 11.240 19.462 -25.791 1.00 49.43 O +ATOM 3596 CB ALA A1115 12.223 17.220 -27.127 1.00 45.24 C +ATOM 3597 H ALA A1115 9.424 17.010 -27.133 1.00 42.26 H +ATOM 3598 HA ALA A1115 11.645 16.449 -25.212 1.00 43.31 H +ATOM 3599 HB1 ALA A1115 13.140 17.690 -26.770 1.00 45.24 H +ATOM 3600 HB2 ALA A1115 12.495 16.247 -27.537 1.00 45.24 H +ATOM 3601 HB3 ALA A1115 11.832 17.826 -27.946 1.00 45.24 H +ATOM 3602 N GLN A1116 10.012 18.309 -24.258 1.00 44.35 N +ATOM 3603 CA GLN A1116 9.464 19.450 -23.516 1.00 44.30 C +ATOM 3604 C GLN A1116 9.925 19.478 -22.046 1.00 49.79 C +ATOM 3605 O GLN A1116 9.447 20.327 -21.292 1.00 49.85 O +ATOM 3606 CB GLN A1116 7.918 19.420 -23.615 1.00 44.27 C +ATOM 3607 CG GLN A1116 7.347 19.441 -25.051 1.00 53.29 C +ATOM 3608 CD GLN A1116 7.835 20.599 -25.930 1.00 72.09 C +ATOM 3609 OE1 GLN A1116 8.158 20.396 -27.098 1.00 65.48 O +ATOM 3610 NE2 GLN A1116 7.883 21.818 -25.389 1.00 65.05 N +ATOM 3611 H GLN A1116 9.716 17.395 -23.938 1.00 44.35 H +ATOM 3612 HA GLN A1116 9.827 20.386 -23.941 1.00 44.30 H +ATOM 3613 HB3 GLN A1116 7.499 20.263 -23.064 1.00 44.27 H +ATOM 3614 HB2 GLN A1116 7.541 18.532 -23.106 1.00 44.27 H +ATOM 3615 HG3 GLN A1116 6.262 19.478 -25.007 1.00 53.29 H +ATOM 3616 HG2 GLN A1116 7.588 18.503 -25.555 1.00 53.29 H +ATOM 3617 HE22 GLN A1116 8.200 22.601 -25.942 1.00 65.05 H +ATOM 3618 HE21 GLN A1116 7.607 21.967 -24.430 1.00 65.05 H +ATOM 3619 N GLY A1117 10.844 18.574 -21.657 1.00 46.41 N +ATOM 3620 CA GLY A1117 11.368 18.465 -20.296 1.00 44.66 C +ATOM 3621 C GLY A1117 10.279 17.930 -19.358 1.00 42.63 C +ATOM 3622 O GLY A1117 9.610 16.945 -19.673 1.00 37.23 O +ATOM 3623 H GLY A1117 11.190 17.910 -22.334 1.00 46.41 H +ATOM 3624 HA3 GLY A1117 11.738 19.434 -19.957 1.00 44.66 H +ATOM 3625 HA2 GLY A1117 12.213 17.776 -20.293 1.00 44.66 H +ATOM 3626 N GLN A1118 10.122 18.593 -18.202 1.00 39.82 N +ATOM 3627 CA GLN A1118 9.103 18.311 -17.187 1.00 38.37 C +ATOM 3628 C GLN A1118 7.702 18.861 -17.532 1.00 40.30 C +ATOM 3629 O GLN A1118 6.772 18.611 -16.767 1.00 41.07 O +ATOM 3630 CB GLN A1118 9.579 18.887 -15.835 1.00 41.27 C +ATOM 3631 CG GLN A1118 10.836 18.198 -15.270 1.00 52.25 C +ATOM 3632 CD GLN A1118 11.326 18.877 -13.990 1.00 66.80 C +ATOM 3633 OE1 GLN A1118 11.669 20.058 -14.005 1.00 64.29 O +ATOM 3634 NE2 GLN A1118 11.383 18.133 -12.884 1.00 50.92 N +ATOM 3635 H GLN A1118 10.710 19.396 -18.014 1.00 39.82 H +ATOM 3636 HA GLN A1118 9.006 17.229 -17.079 1.00 38.37 H +ATOM 3637 HB3 GLN A1118 8.784 18.797 -15.092 1.00 41.27 H +ATOM 3638 HB2 GLN A1118 9.757 19.958 -15.946 1.00 41.27 H +ATOM 3639 HG3 GLN A1118 11.650 18.234 -15.995 1.00 52.25 H +ATOM 3640 HG2 GLN A1118 10.632 17.142 -15.085 1.00 52.25 H +ATOM 3641 HE22 GLN A1118 11.710 18.541 -12.020 1.00 50.92 H +ATOM 3642 HE21 GLN A1118 11.099 17.164 -12.899 1.00 50.92 H +ATOM 3643 N MET A1119 7.569 19.615 -18.638 1.00 34.93 N +ATOM 3644 CA MET A1119 6.375 20.393 -18.980 1.00 34.58 C +ATOM 3645 C MET A1119 5.309 19.636 -19.797 1.00 34.58 C +ATOM 3646 O MET A1119 4.432 20.303 -20.340 1.00 34.71 O +ATOM 3647 CB MET A1119 6.788 21.702 -19.694 1.00 38.63 C +ATOM 3648 CG MET A1119 7.827 22.543 -18.940 1.00 44.95 C +ATOM 3649 SD MET A1119 8.154 24.140 -19.731 1.00 52.97 S +ATOM 3650 CE MET A1119 9.330 24.826 -18.536 1.00 51.70 C +ATOM 3651 H MET A1119 8.371 19.756 -19.237 1.00 34.93 H +ATOM 3652 HA MET A1119 5.885 20.689 -18.052 1.00 34.58 H +ATOM 3653 HB3 MET A1119 5.908 22.328 -19.853 1.00 38.63 H +ATOM 3654 HB2 MET A1119 7.169 21.473 -20.690 1.00 38.63 H +ATOM 3655 HG3 MET A1119 8.773 22.006 -18.862 1.00 44.95 H +ATOM 3656 HG2 MET A1119 7.483 22.729 -17.922 1.00 44.95 H +ATOM 3657 HE1 MET A1119 9.653 25.818 -18.853 1.00 51.70 H +ATOM 3658 HE2 MET A1119 8.868 24.912 -17.553 1.00 51.70 H +ATOM 3659 HE3 MET A1119 10.208 24.186 -18.455 1.00 51.70 H +ATOM 3660 N THR A1120 5.357 18.294 -19.887 1.00 29.62 N +ATOM 3661 CA THR A1120 4.382 17.500 -20.655 1.00 28.01 C +ATOM 3662 C THR A1120 2.922 17.666 -20.173 1.00 30.48 C +ATOM 3663 O THR A1120 2.044 17.875 -21.008 1.00 31.09 O +ATOM 3664 CB THR A1120 4.714 15.984 -20.657 1.00 32.05 C +ATOM 3665 OG1 THR A1120 6.047 15.796 -21.089 1.00 33.94 O +ATOM 3666 CG2 THR A1120 3.806 15.122 -21.558 1.00 34.10 C +ATOM 3667 H THR A1120 6.099 17.780 -19.434 1.00 29.62 H +ATOM 3668 HA THR A1120 4.429 17.856 -21.687 1.00 28.01 H +ATOM 3669 HB THR A1120 4.654 15.596 -19.640 1.00 32.05 H +ATOM 3670 HG1 THR A1120 6.086 15.941 -22.042 1.00 33.94 H +ATOM 3671 HG21 THR A1120 4.157 14.090 -21.595 1.00 34.10 H +ATOM 3672 HG22 THR A1120 2.778 15.093 -21.197 1.00 34.10 H +ATOM 3673 HG23 THR A1120 3.789 15.501 -22.580 1.00 34.10 H +ATOM 3674 N VAL A1121 2.703 17.617 -18.846 1.00 28.98 N +ATOM 3675 CA VAL A1121 1.392 17.805 -18.215 1.00 29.28 C +ATOM 3676 C VAL A1121 0.911 19.271 -18.238 1.00 34.54 C +ATOM 3677 O VAL A1121 -0.286 19.494 -18.411 1.00 33.68 O +ATOM 3678 CB VAL A1121 1.377 17.249 -16.760 1.00 33.58 C +ATOM 3679 CG1 VAL A1121 0.177 17.681 -15.888 1.00 33.26 C +ATOM 3680 CG2 VAL A1121 1.457 15.714 -16.784 1.00 32.88 C +ATOM 3681 H VAL A1121 3.476 17.441 -18.218 1.00 28.98 H +ATOM 3682 HA VAL A1121 0.669 17.224 -18.791 1.00 29.28 H +ATOM 3683 HB VAL A1121 2.275 17.603 -16.253 1.00 33.58 H +ATOM 3684 HG11 VAL A1121 0.163 17.145 -14.938 1.00 33.26 H +ATOM 3685 HG12 VAL A1121 0.205 18.744 -15.644 1.00 33.26 H +ATOM 3686 HG13 VAL A1121 -0.765 17.478 -16.396 1.00 33.26 H +ATOM 3687 HG21 VAL A1121 1.485 15.304 -15.775 1.00 32.88 H +ATOM 3688 HG22 VAL A1121 0.594 15.285 -17.294 1.00 32.88 H +ATOM 3689 HG23 VAL A1121 2.350 15.362 -17.300 1.00 32.88 H +ATOM 3690 N LEU A1122 1.842 20.235 -18.115 1.00 32.43 N +ATOM 3691 CA LEU A1122 1.585 21.672 -18.261 1.00 33.01 C +ATOM 3692 C LEU A1122 1.097 22.028 -19.675 1.00 36.61 C +ATOM 3693 O LEU A1122 0.147 22.792 -19.813 1.00 35.87 O +ATOM 3694 CB LEU A1122 2.865 22.455 -17.871 1.00 35.17 C +ATOM 3695 CG LEU A1122 2.831 23.990 -18.076 1.00 42.10 C +ATOM 3696 CD1 LEU A1122 1.697 24.666 -17.275 1.00 43.87 C +ATOM 3697 CD2 LEU A1122 4.213 24.615 -17.788 1.00 45.28 C +ATOM 3698 H LEU A1122 2.802 19.973 -17.936 1.00 32.43 H +ATOM 3699 HA LEU A1122 0.790 21.933 -17.561 1.00 33.01 H +ATOM 3700 HB3 LEU A1122 3.699 22.056 -18.448 1.00 35.17 H +ATOM 3701 HB2 LEU A1122 3.102 22.243 -16.827 1.00 35.17 H +ATOM 3702 HG LEU A1122 2.640 24.189 -19.131 1.00 42.10 H +ATOM 3703 HD11 LEU A1122 2.023 25.573 -16.765 1.00 43.87 H +ATOM 3704 HD12 LEU A1122 0.879 24.954 -17.937 1.00 43.87 H +ATOM 3705 HD13 LEU A1122 1.280 24.004 -16.515 1.00 43.87 H +ATOM 3706 HD21 LEU A1122 4.553 25.207 -18.639 1.00 45.28 H +ATOM 3707 HD22 LEU A1122 4.206 25.272 -16.919 1.00 45.28 H +ATOM 3708 HD23 LEU A1122 4.975 23.858 -17.601 1.00 45.28 H +ATOM 3709 N ARG A1123 1.746 21.445 -20.692 1.00 32.17 N +ATOM 3710 CA ARG A1123 1.467 21.679 -22.105 1.00 32.60 C +ATOM 3711 C ARG A1123 0.200 20.951 -22.588 1.00 33.95 C +ATOM 3712 O ARG A1123 -0.493 21.472 -23.462 1.00 32.13 O +ATOM 3713 CB ARG A1123 2.736 21.303 -22.888 1.00 37.04 C +ATOM 3714 CG ARG A1123 2.892 21.997 -24.254 1.00 59.77 C +ATOM 3715 CD ARG A1123 4.363 22.141 -24.691 1.00 74.58 C +ATOM 3716 NE ARG A1123 5.119 23.067 -23.819 1.00 91.08 N +ATOM 3717 CZ ARG A1123 5.295 24.392 -23.966 1.00107.84 C +ATOM 3718 NH1 ARG A1123 4.844 25.057 -25.040 1.00 95.16 N +ATOM 3719 NH2 ARG A1123 5.939 25.067 -23.005 1.00 96.44 N1+ +ATOM 3720 H ARG A1123 2.526 20.832 -20.491 1.00 32.17 H +ATOM 3721 HA ARG A1123 1.305 22.752 -22.216 1.00 32.60 H +ATOM 3722 HB3 ARG A1123 2.821 20.221 -22.983 1.00 37.04 H +ATOM 3723 HB2 ARG A1123 3.583 21.603 -22.275 1.00 37.04 H +ATOM 3724 HG3 ARG A1123 2.490 23.004 -24.140 1.00 59.77 H +ATOM 3725 HG2 ARG A1123 2.293 21.525 -25.033 1.00 59.77 H +ATOM 3726 HD3 ARG A1123 4.461 22.348 -25.756 1.00 74.58 H +ATOM 3727 HD2 ARG A1123 4.854 21.184 -24.530 1.00 74.58 H +ATOM 3728 HE ARG A1123 5.455 22.651 -22.962 1.00 91.08 H +ATOM 3729 HH12 ARG A1123 4.979 26.054 -25.126 1.00 95.16 H +ATOM 3730 HH11 ARG A1123 4.356 24.557 -25.770 1.00 95.16 H +ATOM 3731 HH22 ARG A1123 6.066 26.066 -23.080 1.00 96.44 H +ATOM 3732 HH21 ARG A1123 6.276 24.592 -22.179 1.00 96.44 H +ATOM 3733 N LEU A1124 -0.112 19.805 -21.954 1.00 29.63 N +ATOM 3734 CA LEU A1124 -1.388 19.096 -22.055 1.00 27.63 C +ATOM 3735 C LEU A1124 -2.543 19.916 -21.454 1.00 32.17 C +ATOM 3736 O LEU A1124 -3.597 19.988 -22.075 1.00 30.80 O +ATOM 3737 CB LEU A1124 -1.248 17.704 -21.396 1.00 26.83 C +ATOM 3738 CG LEU A1124 -2.516 16.823 -21.323 1.00 30.02 C +ATOM 3739 CD1 LEU A1124 -3.141 16.553 -22.711 1.00 28.94 C +ATOM 3740 CD2 LEU A1124 -2.214 15.525 -20.543 1.00 30.63 C +ATOM 3741 H LEU A1124 0.538 19.434 -21.274 1.00 29.63 H +ATOM 3742 HA LEU A1124 -1.597 18.955 -23.116 1.00 27.63 H +ATOM 3743 HB3 LEU A1124 -0.887 17.844 -20.379 1.00 26.83 H +ATOM 3744 HB2 LEU A1124 -0.465 17.145 -21.905 1.00 26.83 H +ATOM 3745 HG LEU A1124 -3.267 17.355 -20.740 1.00 30.02 H +ATOM 3746 HD11 LEU A1124 -3.376 15.502 -22.874 1.00 28.94 H +ATOM 3747 HD12 LEU A1124 -4.075 17.103 -22.827 1.00 28.94 H +ATOM 3748 HD13 LEU A1124 -2.488 16.857 -23.527 1.00 28.94 H +ATOM 3749 HD21 LEU A1124 -2.585 14.631 -21.039 1.00 30.63 H +ATOM 3750 HD22 LEU A1124 -1.145 15.379 -20.382 1.00 30.63 H +ATOM 3751 HD23 LEU A1124 -2.678 15.549 -19.558 1.00 30.63 H +ATOM 3752 N THR A1125 -2.322 20.555 -20.291 1.00 30.97 N +ATOM 3753 CA THR A1125 -3.292 21.455 -19.661 1.00 31.58 C +ATOM 3754 C THR A1125 -3.564 22.701 -20.526 1.00 35.29 C +ATOM 3755 O THR A1125 -4.728 23.042 -20.712 1.00 34.46 O +ATOM 3756 CB THR A1125 -2.835 21.924 -18.252 1.00 40.93 C +ATOM 3757 OG1 THR A1125 -2.671 20.794 -17.421 1.00 39.64 O +ATOM 3758 CG2 THR A1125 -3.789 22.892 -17.526 1.00 41.19 C +ATOM 3759 H THR A1125 -1.430 20.452 -19.824 1.00 30.97 H +ATOM 3760 HA THR A1125 -4.231 20.908 -19.552 1.00 31.58 H +ATOM 3761 HB THR A1125 -1.860 22.404 -18.322 1.00 40.93 H +ATOM 3762 HG1 THR A1125 -1.976 20.241 -17.794 1.00 39.64 H +ATOM 3763 HG21 THR A1125 -3.407 23.132 -16.535 1.00 41.19 H +ATOM 3764 HG22 THR A1125 -3.900 23.840 -18.054 1.00 41.19 H +ATOM 3765 HG23 THR A1125 -4.782 22.457 -17.407 1.00 41.19 H +ATOM 3766 N GLU A1126 -2.501 23.309 -21.082 1.00 33.17 N +ATOM 3767 CA GLU A1126 -2.564 24.482 -21.955 1.00 34.02 C +ATOM 3768 C GLU A1126 -3.392 24.279 -23.235 1.00 37.28 C +ATOM 3769 O GLU A1126 -4.216 25.145 -23.522 1.00 35.08 O +ATOM 3770 CB GLU A1126 -1.143 24.993 -22.262 1.00 36.83 C +ATOM 3771 CG GLU A1126 -0.506 25.747 -21.070 1.00 44.51 C +ATOM 3772 CD GLU A1126 0.990 26.084 -21.204 1.00 58.80 C +ATOM 3773 OE1 GLU A1126 1.481 26.792 -20.298 1.00 49.54 O +ATOM 3774 OE2 GLU A1126 1.634 25.646 -22.185 1.00 45.75 O1- +ATOM 3775 H GLU A1126 -1.572 22.967 -20.873 1.00 33.17 H +ATOM 3776 HA GLU A1126 -3.075 25.262 -21.386 1.00 34.02 H +ATOM 3777 HB3 GLU A1126 -1.153 25.649 -23.133 1.00 36.83 H +ATOM 3778 HB2 GLU A1126 -0.524 24.139 -22.539 1.00 36.83 H +ATOM 3779 HG3 GLU A1126 -0.641 25.179 -20.151 1.00 44.51 H +ATOM 3780 HG2 GLU A1126 -1.051 26.680 -20.919 1.00 44.51 H +ATOM 3781 N LEU A1127 -3.213 23.152 -23.954 1.00 34.11 N +ATOM 3782 CA LEU A1127 -4.014 22.845 -25.150 1.00 33.79 C +ATOM 3783 C LEU A1127 -5.491 22.548 -24.835 1.00 35.23 C +ATOM 3784 O LEU A1127 -6.346 22.943 -25.626 1.00 34.81 O +ATOM 3785 CB LEU A1127 -3.321 21.794 -26.055 1.00 33.69 C +ATOM 3786 CG LEU A1127 -3.213 20.336 -25.549 1.00 37.11 C +ATOM 3787 CD1 LEU A1127 -4.490 19.501 -25.786 1.00 35.27 C +ATOM 3788 CD2 LEU A1127 -1.978 19.633 -26.146 1.00 40.08 C +ATOM 3789 H LEU A1127 -2.527 22.467 -23.671 1.00 34.11 H +ATOM 3790 HA LEU A1127 -4.026 23.762 -25.744 1.00 33.79 H +ATOM 3791 HB3 LEU A1127 -2.314 22.167 -26.235 1.00 33.69 H +ATOM 3792 HB2 LEU A1127 -3.792 21.791 -27.039 1.00 33.69 H +ATOM 3793 HG LEU A1127 -3.048 20.386 -24.476 1.00 37.11 H +ATOM 3794 HD11 LEU A1127 -4.753 18.940 -24.890 1.00 35.27 H +ATOM 3795 HD12 LEU A1127 -5.351 20.108 -26.056 1.00 35.27 H +ATOM 3796 HD13 LEU A1127 -4.367 18.778 -26.592 1.00 35.27 H +ATOM 3797 HD21 LEU A1127 -2.160 18.585 -26.384 1.00 40.08 H +ATOM 3798 HD22 LEU A1127 -1.629 20.117 -27.058 1.00 40.08 H +ATOM 3799 HD23 LEU A1127 -1.156 19.657 -25.433 1.00 40.08 H +ATOM 3800 N LEU A1128 -5.779 21.925 -23.675 1.00 30.68 N +ATOM 3801 CA LEU A1128 -7.149 21.698 -23.203 1.00 29.82 C +ATOM 3802 C LEU A1128 -7.868 23.003 -22.796 1.00 37.95 C +ATOM 3803 O LEU A1128 -9.078 23.099 -23.001 1.00 37.53 O +ATOM 3804 CB LEU A1128 -7.182 20.679 -22.042 1.00 28.63 C +ATOM 3805 CG LEU A1128 -6.730 19.245 -22.401 1.00 31.65 C +ATOM 3806 CD1 LEU A1128 -6.586 18.387 -21.126 1.00 31.42 C +ATOM 3807 CD2 LEU A1128 -7.611 18.567 -23.467 1.00 31.56 C +ATOM 3808 H LEU A1128 -5.032 21.625 -23.062 1.00 30.68 H +ATOM 3809 HA LEU A1128 -7.696 21.275 -24.042 1.00 29.82 H +ATOM 3810 HB3 LEU A1128 -8.195 20.625 -21.642 1.00 28.63 H +ATOM 3811 HB2 LEU A1128 -6.560 21.058 -21.229 1.00 28.63 H +ATOM 3812 HG LEU A1128 -5.745 19.305 -22.850 1.00 31.65 H +ATOM 3813 HD11 LEU A1128 -5.551 18.077 -20.987 1.00 31.42 H +ATOM 3814 HD12 LEU A1128 -6.877 18.930 -20.226 1.00 31.42 H +ATOM 3815 HD13 LEU A1128 -7.192 17.482 -21.154 1.00 31.42 H +ATOM 3816 HD21 LEU A1128 -7.634 17.483 -23.356 1.00 31.56 H +ATOM 3817 HD22 LEU A1128 -8.638 18.927 -23.434 1.00 31.56 H +ATOM 3818 HD23 LEU A1128 -7.222 18.763 -24.465 1.00 31.56 H +ATOM 3819 N GLU A1129 -7.122 23.993 -22.277 1.00 37.30 N +ATOM 3820 CA GLU A1129 -7.628 25.331 -21.956 1.00 38.66 C +ATOM 3821 C GLU A1129 -7.904 26.197 -23.204 1.00 42.10 C +ATOM 3822 O GLU A1129 -8.801 27.037 -23.141 1.00 42.78 O +ATOM 3823 CB GLU A1129 -6.670 26.032 -20.967 1.00 41.41 C +ATOM 3824 CG GLU A1129 -6.622 25.388 -19.556 1.00 54.54 C +ATOM 3825 CD GLU A1129 -7.801 25.679 -18.612 1.00 90.90 C +ATOM 3826 OE1 GLU A1129 -8.677 26.501 -18.958 1.00 94.26 O +ATOM 3827 OE2 GLU A1129 -7.797 25.060 -17.524 1.00 91.13 O1- +ATOM 3828 H GLU A1129 -6.137 23.838 -22.107 1.00 37.30 H +ATOM 3829 HA GLU A1129 -8.591 25.207 -21.456 1.00 38.66 H +ATOM 3830 HB3 GLU A1129 -6.907 27.094 -20.890 1.00 41.41 H +ATOM 3831 HB2 GLU A1129 -5.662 26.002 -21.380 1.00 41.41 H +ATOM 3832 HG3 GLU A1129 -5.711 25.719 -19.055 1.00 54.54 H +ATOM 3833 HG2 GLU A1129 -6.543 24.307 -19.642 1.00 54.54 H +ATOM 3834 N ARG A1130 -7.195 25.946 -24.324 1.00 37.87 N +ATOM 3835 CA ARG A1130 -7.499 26.535 -25.639 1.00 37.84 C +ATOM 3836 C ARG A1130 -8.697 25.873 -26.351 1.00 41.63 C +ATOM 3837 O ARG A1130 -9.138 26.406 -27.369 1.00 42.60 O +ATOM 3838 CB ARG A1130 -6.265 26.498 -26.566 1.00 37.09 C +ATOM 3839 CG ARG A1130 -5.073 27.342 -26.080 1.00 43.14 C +ATOM 3840 CD ARG A1130 -4.008 27.588 -27.166 1.00 47.74 C +ATOM 3841 NE ARG A1130 -3.331 26.356 -27.610 1.00 51.85 N +ATOM 3842 CZ ARG A1130 -2.239 25.772 -27.088 1.00 60.61 C +ATOM 3843 NH1 ARG A1130 -1.609 26.260 -26.010 1.00 54.41 N +ATOM 3844 NH2 ARG A1130 -1.770 24.664 -27.673 1.00 41.74 N1+ +ATOM 3845 H ARG A1130 -6.458 25.254 -24.302 1.00 37.87 H +ATOM 3846 HA ARG A1130 -7.769 27.582 -25.491 1.00 37.84 H +ATOM 3847 HB3 ARG A1130 -6.554 26.873 -27.549 1.00 37.09 H +ATOM 3848 HB2 ARG A1130 -5.950 25.465 -26.724 1.00 37.09 H +ATOM 3849 HG3 ARG A1130 -4.609 26.808 -25.257 1.00 43.14 H +ATOM 3850 HG2 ARG A1130 -5.394 28.295 -25.660 1.00 43.14 H +ATOM 3851 HD3 ARG A1130 -3.308 28.371 -26.873 1.00 47.74 H +ATOM 3852 HD2 ARG A1130 -4.508 27.966 -28.058 1.00 47.74 H +ATOM 3853 HE ARG A1130 -3.771 25.882 -28.391 1.00 51.85 H +ATOM 3854 HH12 ARG A1130 -0.771 25.815 -25.659 1.00 54.41 H +ATOM 3855 HH11 ARG A1130 -1.965 27.084 -25.548 1.00 54.41 H +ATOM 3856 HH22 ARG A1130 -0.975 24.169 -27.288 1.00 41.74 H +ATOM 3857 HH21 ARG A1130 -2.235 24.287 -28.490 1.00 41.74 H +ATOM 3858 N GLY A1131 -9.207 24.747 -25.824 1.00 36.22 N +ATOM 3859 CA GLY A1131 -10.366 24.048 -26.376 1.00 35.40 C +ATOM 3860 C GLY A1131 -9.974 22.960 -27.390 1.00 37.10 C +ATOM 3861 O GLY A1131 -10.871 22.416 -28.034 1.00 36.00 O +ATOM 3862 H GLY A1131 -8.801 24.371 -24.979 1.00 36.22 H +ATOM 3863 HA3 GLY A1131 -11.060 24.747 -26.845 1.00 35.40 H +ATOM 3864 HA2 GLY A1131 -10.909 23.585 -25.554 1.00 35.40 H +ATOM 3865 N GLU A1132 -8.676 22.623 -27.532 1.00 32.13 N +ATOM 3866 CA GLU A1132 -8.205 21.537 -28.397 1.00 31.71 C +ATOM 3867 C GLU A1132 -8.525 20.162 -27.793 1.00 33.67 C +ATOM 3868 O GLU A1132 -8.257 19.935 -26.613 1.00 31.64 O +ATOM 3869 CB GLU A1132 -6.694 21.640 -28.670 1.00 33.82 C +ATOM 3870 CG GLU A1132 -6.247 22.982 -29.287 1.00 48.90 C +ATOM 3871 CD GLU A1132 -4.778 23.022 -29.744 1.00 65.96 C +ATOM 3872 OE1 GLU A1132 -4.195 21.948 -30.019 1.00 51.67 O +ATOM 3873 OE2 GLU A1132 -4.249 24.151 -29.826 1.00 68.15 O1- +ATOM 3874 H GLU A1132 -7.970 23.086 -26.976 1.00 32.13 H +ATOM 3875 HA GLU A1132 -8.720 21.634 -29.353 1.00 31.71 H +ATOM 3876 HB3 GLU A1132 -6.426 20.815 -29.330 1.00 33.82 H +ATOM 3877 HB2 GLU A1132 -6.135 21.468 -27.752 1.00 33.82 H +ATOM 3878 HG3 GLU A1132 -6.417 23.786 -28.569 1.00 48.90 H +ATOM 3879 HG2 GLU A1132 -6.869 23.208 -30.154 1.00 48.90 H +ATOM 3880 N ARG A1133 -9.080 19.277 -28.631 1.00 30.19 N +ATOM 3881 CA ARG A1133 -9.515 17.933 -28.263 1.00 28.71 C +ATOM 3882 C ARG A1133 -8.945 16.892 -29.230 1.00 31.32 C +ATOM 3883 O ARG A1133 -8.505 17.230 -30.331 1.00 31.52 O +ATOM 3884 CB ARG A1133 -11.063 17.876 -28.305 1.00 28.69 C +ATOM 3885 CG ARG A1133 -11.789 18.793 -27.309 1.00 29.69 C +ATOM 3886 CD ARG A1133 -11.505 18.482 -25.831 1.00 29.80 C +ATOM 3887 NE ARG A1133 -12.141 19.468 -24.947 1.00 30.88 N +ATOM 3888 CZ ARG A1133 -11.592 20.560 -24.393 1.00 38.38 C +ATOM 3889 NH1 ARG A1133 -10.317 20.890 -24.594 1.00 29.25 N +ATOM 3890 NH2 ARG A1133 -12.340 21.342 -23.612 1.00 30.33 N1+ +ATOM 3891 H ARG A1133 -9.223 19.537 -29.599 1.00 30.19 H +ATOM 3892 HA ARG A1133 -9.150 17.666 -27.270 1.00 28.71 H +ATOM 3893 HB3 ARG A1133 -11.401 16.856 -28.123 1.00 28.69 H +ATOM 3894 HB2 ARG A1133 -11.407 18.118 -29.312 1.00 28.69 H +ATOM 3895 HG3 ARG A1133 -12.848 18.588 -27.471 1.00 29.69 H +ATOM 3896 HG2 ARG A1133 -11.659 19.851 -27.538 1.00 29.69 H +ATOM 3897 HD3 ARG A1133 -10.455 18.302 -25.603 1.00 29.80 H +ATOM 3898 HD2 ARG A1133 -12.018 17.554 -25.586 1.00 29.80 H +ATOM 3899 HE ARG A1133 -13.129 19.321 -24.780 1.00 30.88 H +ATOM 3900 HH12 ARG A1133 -9.923 21.702 -24.135 1.00 29.25 H +ATOM 3901 HH11 ARG A1133 -9.733 20.336 -25.209 1.00 29.25 H +ATOM 3902 HH22 ARG A1133 -11.950 22.154 -23.148 1.00 30.33 H +ATOM 3903 HH21 ARG A1133 -13.297 21.079 -23.419 1.00 30.33 H +ATOM 3904 N LEU A1134 -9.055 15.621 -28.811 1.00 26.90 N +ATOM 3905 CA LEU A1134 -8.918 14.425 -29.644 1.00 26.48 C +ATOM 3906 C LEU A1134 -9.928 14.480 -30.815 1.00 31.07 C +ATOM 3907 O LEU A1134 -11.084 14.845 -30.581 1.00 29.22 O +ATOM 3908 CB LEU A1134 -9.227 13.190 -28.766 1.00 25.80 C +ATOM 3909 CG LEU A1134 -8.165 12.863 -27.694 1.00 28.43 C +ATOM 3910 CD1 LEU A1134 -8.717 11.905 -26.614 1.00 27.29 C +ATOM 3911 CD2 LEU A1134 -6.854 12.349 -28.325 1.00 31.24 C +ATOM 3912 H LEU A1134 -9.416 15.453 -27.879 1.00 26.90 H +ATOM 3913 HA LEU A1134 -7.887 14.406 -29.992 1.00 26.48 H +ATOM 3914 HB3 LEU A1134 -9.362 12.309 -29.394 1.00 25.80 H +ATOM 3915 HB2 LEU A1134 -10.189 13.350 -28.280 1.00 25.80 H +ATOM 3916 HG LEU A1134 -7.928 13.796 -27.183 1.00 28.43 H +ATOM 3917 HD11 LEU A1134 -8.755 12.402 -25.644 1.00 27.29 H +ATOM 3918 HD12 LEU A1134 -9.729 11.570 -26.840 1.00 27.29 H +ATOM 3919 HD13 LEU A1134 -8.107 11.011 -26.487 1.00 27.29 H +ATOM 3920 HD21 LEU A1134 -5.992 12.885 -27.926 1.00 31.24 H +ATOM 3921 HD22 LEU A1134 -6.697 11.289 -28.144 1.00 31.24 H +ATOM 3922 HD23 LEU A1134 -6.840 12.471 -29.408 1.00 31.24 H +ATOM 3923 N PRO A1135 -9.478 14.161 -32.051 1.00 29.27 N +ATOM 3924 CA PRO A1135 -10.320 14.269 -33.257 1.00 29.71 C +ATOM 3925 C PRO A1135 -11.484 13.263 -33.276 1.00 33.63 C +ATOM 3926 O PRO A1135 -11.495 12.320 -32.486 1.00 33.51 O +ATOM 3927 CB PRO A1135 -9.324 14.011 -34.400 1.00 32.38 C +ATOM 3928 CG PRO A1135 -8.283 13.086 -33.794 1.00 35.83 C +ATOM 3929 CD PRO A1135 -8.159 13.605 -32.368 1.00 30.45 C +ATOM 3930 HA PRO A1135 -10.734 15.274 -33.346 1.00 29.71 H +ATOM 3931 HB3 PRO A1135 -8.853 14.953 -34.686 1.00 32.38 H +ATOM 3932 HB2 PRO A1135 -9.779 13.590 -35.298 1.00 32.38 H +ATOM 3933 HG3 PRO A1135 -7.340 13.077 -34.339 1.00 35.83 H +ATOM 3934 HG2 PRO A1135 -8.673 12.068 -33.776 1.00 35.83 H +ATOM 3935 HD2 PRO A1135 -7.859 12.805 -31.691 1.00 30.45 H +ATOM 3936 HD3 PRO A1135 -7.419 14.404 -32.314 1.00 30.45 H +ATOM 3937 N ARG A1136 -12.446 13.482 -34.185 1.00 30.63 N +ATOM 3938 CA ARG A1136 -13.533 12.542 -34.459 1.00 30.68 C +ATOM 3939 C ARG A1136 -12.962 11.261 -35.110 1.00 36.51 C +ATOM 3940 O ARG A1136 -12.376 11.380 -36.188 1.00 36.37 O +ATOM 3941 CB ARG A1136 -14.560 13.241 -35.376 1.00 28.69 C +ATOM 3942 CG ARG A1136 -15.806 12.379 -35.679 1.00 33.51 C +ATOM 3943 CD ARG A1136 -16.847 13.056 -36.590 1.00 37.56 C +ATOM 3944 NE ARG A1136 -16.358 13.227 -37.972 1.00 52.22 N +ATOM 3945 CZ ARG A1136 -16.281 12.291 -38.939 1.00 71.16 C +ATOM 3946 NH1 ARG A1136 -15.733 12.618 -40.115 1.00 60.58 N +ATOM 3947 NH2 ARG A1136 -16.728 11.038 -38.774 1.00 53.25 N1+ +ATOM 3948 H ARG A1136 -12.389 14.291 -34.792 1.00 30.63 H +ATOM 3949 HA ARG A1136 -14.039 12.330 -33.523 1.00 30.68 H +ATOM 3950 HB3 ARG A1136 -14.076 13.535 -36.309 1.00 28.69 H +ATOM 3951 HB2 ARG A1136 -14.883 14.169 -34.905 1.00 28.69 H +ATOM 3952 HG3 ARG A1136 -16.278 12.004 -34.771 1.00 33.51 H +ATOM 3953 HG2 ARG A1136 -15.454 11.489 -36.199 1.00 33.51 H +ATOM 3954 HD3 ARG A1136 -16.998 14.074 -36.231 1.00 37.56 H +ATOM 3955 HD2 ARG A1136 -17.825 12.577 -36.532 1.00 37.56 H +ATOM 3956 HE ARG A1136 -15.982 14.141 -38.177 1.00 52.22 H +ATOM 3957 HH12 ARG A1136 -15.652 11.923 -40.844 1.00 60.58 H +ATOM 3958 HH11 ARG A1136 -15.382 13.551 -40.280 1.00 60.58 H +ATOM 3959 HH22 ARG A1136 -16.634 10.363 -39.522 1.00 53.25 H +ATOM 3960 HH21 ARG A1136 -17.185 10.766 -37.912 1.00 53.25 H +ATOM 3961 N PRO A1137 -13.133 10.074 -34.473 1.00 34.19 N +ATOM 3962 CA PRO A1137 -12.794 8.777 -35.100 1.00 34.79 C +ATOM 3963 C PRO A1137 -13.518 8.551 -36.438 1.00 39.69 C +ATOM 3964 O PRO A1137 -14.654 9.000 -36.591 1.00 37.63 O +ATOM 3965 CB PRO A1137 -13.235 7.730 -34.059 1.00 35.61 C +ATOM 3966 CG PRO A1137 -13.270 8.479 -32.741 1.00 38.50 C +ATOM 3967 CD PRO A1137 -13.716 9.872 -33.145 1.00 34.62 C +ATOM 3968 HA PRO A1137 -11.711 8.740 -35.234 1.00 34.79 H +ATOM 3969 HB3 PRO A1137 -12.572 6.866 -34.029 1.00 35.61 H +ATOM 3970 HB2 PRO A1137 -14.230 7.351 -34.286 1.00 35.61 H +ATOM 3971 HG3 PRO A1137 -12.259 8.534 -32.343 1.00 38.50 H +ATOM 3972 HG2 PRO A1137 -13.904 8.021 -31.984 1.00 38.50 H +ATOM 3973 HD2 PRO A1137 -14.802 9.926 -33.221 1.00 34.62 H +ATOM 3974 HD3 PRO A1137 -13.386 10.595 -32.401 1.00 34.62 H +ATOM 3975 N ASP A1138 -12.853 7.868 -37.383 1.00 39.28 N +ATOM 3976 CA ASP A1138 -13.426 7.546 -38.693 1.00 41.69 C +ATOM 3977 C ASP A1138 -14.685 6.666 -38.532 1.00 47.14 C +ATOM 3978 O ASP A1138 -14.612 5.633 -37.867 1.00 46.83 O +ATOM 3979 CB ASP A1138 -12.387 6.871 -39.624 1.00 45.59 C +ATOM 3980 CG ASP A1138 -12.841 6.652 -41.080 1.00 68.02 C +ATOM 3981 OD1 ASP A1138 -13.557 7.527 -41.620 1.00 70.17 O +ATOM 3982 OD2 ASP A1138 -12.365 5.662 -41.676 1.00 78.75 O1- +ATOM 3983 H ASP A1138 -11.925 7.516 -37.195 1.00 39.28 H +ATOM 3984 HA ASP A1138 -13.719 8.501 -39.135 1.00 41.69 H +ATOM 3985 HB3 ASP A1138 -12.074 5.921 -39.186 1.00 45.59 H +ATOM 3986 HB2 ASP A1138 -11.481 7.478 -39.648 1.00 45.59 H +ATOM 3987 N LYS A1139 -15.800 7.116 -39.131 1.00 45.46 N +ATOM 3988 CA LYS A1139 -17.138 6.507 -39.107 1.00 46.10 C +ATOM 3989 C LYS A1139 -17.911 6.699 -37.781 1.00 48.03 C +ATOM 3990 O LYS A1139 -19.010 6.158 -37.663 1.00 49.27 O +ATOM 3991 CB LYS A1139 -17.123 5.027 -39.585 1.00 50.14 C +ATOM 3992 CG LYS A1139 -16.482 4.798 -40.972 1.00 69.71 C +ATOM 3993 CD LYS A1139 -17.332 5.278 -42.167 1.00 83.93 C +ATOM 3994 CE LYS A1139 -18.382 4.259 -42.647 1.00 98.25 C +ATOM 3995 NZ LYS A1139 -17.770 3.130 -43.374 1.00107.70 N1+ +ATOM 3996 H LYS A1139 -15.734 7.966 -39.674 1.00 45.46 H +ATOM 3997 HA LYS A1139 -17.712 7.081 -39.834 1.00 46.10 H +ATOM 3998 HB3 LYS A1139 -18.137 4.626 -39.598 1.00 50.14 H +ATOM 3999 HB2 LYS A1139 -16.590 4.415 -38.858 1.00 50.14 H +ATOM 4000 HG3 LYS A1139 -16.252 3.738 -41.079 1.00 69.71 H +ATOM 4001 HG2 LYS A1139 -15.512 5.290 -41.017 1.00 69.71 H +ATOM 4002 HD3 LYS A1139 -16.672 5.557 -42.990 1.00 83.93 H +ATOM 4003 HD2 LYS A1139 -17.850 6.199 -41.901 1.00 83.93 H +ATOM 4004 HE3 LYS A1139 -19.082 4.749 -43.326 1.00 98.25 H +ATOM 4005 HE2 LYS A1139 -18.968 3.879 -41.809 1.00 98.25 H +ATOM 4006 HZ1 LYS A1139 -17.132 2.641 -42.762 1.00107.70 H +ATOM 4007 HZ2 LYS A1139 -18.490 2.494 -43.686 1.00107.70 H +ATOM 4008 HZ3 LYS A1139 -17.261 3.480 -44.174 1.00107.70 H +ATOM 4009 N CYS A1140 -17.379 7.501 -36.836 1.00 40.64 N +ATOM 4010 CA CYS A1140 -18.096 7.964 -35.642 1.00 37.44 C +ATOM 4011 C CYS A1140 -19.135 9.023 -36.075 1.00 40.28 C +ATOM 4012 O CYS A1140 -18.716 10.015 -36.674 1.00 40.75 O +ATOM 4013 CB CYS A1140 -17.119 8.571 -34.608 1.00 35.57 C +ATOM 4014 SG CYS A1140 -17.956 9.233 -33.132 1.00 37.88 S +ATOM 4015 H CYS A1140 -16.464 7.904 -36.986 1.00 40.64 H +ATOM 4016 HA CYS A1140 -18.547 7.094 -35.169 1.00 37.44 H +ATOM 4017 HB3 CYS A1140 -16.551 9.391 -35.044 1.00 35.57 H +ATOM 4018 HB2 CYS A1140 -16.407 7.814 -34.285 1.00 35.57 H +ATOM 4019 HG CYS A1140 -18.601 10.222 -33.759 1.00 37.88 H +ATOM 4020 N PRO A1141 -20.442 8.825 -35.776 1.00 34.69 N +ATOM 4021 CA PRO A1141 -21.483 9.846 -36.018 1.00 34.83 C +ATOM 4022 C PRO A1141 -21.161 11.214 -35.391 1.00 36.98 C +ATOM 4023 O PRO A1141 -20.604 11.262 -34.294 1.00 34.16 O +ATOM 4024 CB PRO A1141 -22.754 9.238 -35.404 1.00 36.57 C +ATOM 4025 CG PRO A1141 -22.512 7.741 -35.389 1.00 40.74 C +ATOM 4026 CD PRO A1141 -21.014 7.635 -35.148 1.00 36.09 C +ATOM 4027 HA PRO A1141 -21.603 9.941 -37.099 1.00 34.83 H +ATOM 4028 HB3 PRO A1141 -23.645 9.500 -35.973 1.00 36.57 H +ATOM 4029 HB2 PRO A1141 -22.903 9.592 -34.384 1.00 36.57 H +ATOM 4030 HG3 PRO A1141 -22.751 7.330 -36.371 1.00 40.74 H +ATOM 4031 HG2 PRO A1141 -23.108 7.209 -34.648 1.00 40.74 H +ATOM 4032 HD2 PRO A1141 -20.788 7.650 -34.081 1.00 36.09 H +ATOM 4033 HD3 PRO A1141 -20.634 6.709 -35.576 1.00 36.09 H +ATOM 4034 N ALA A1142 -21.496 12.292 -36.118 1.00 34.46 N +ATOM 4035 CA ALA A1142 -21.237 13.677 -35.716 1.00 34.01 C +ATOM 4036 C ALA A1142 -21.858 14.063 -34.363 1.00 35.94 C +ATOM 4037 O ALA A1142 -21.196 14.741 -33.582 1.00 33.77 O +ATOM 4038 CB ALA A1142 -21.717 14.626 -36.823 1.00 35.94 C +ATOM 4039 H ALA A1142 -21.956 12.168 -37.008 1.00 34.46 H +ATOM 4040 HA ALA A1142 -20.155 13.788 -35.623 1.00 34.01 H +ATOM 4041 HB1 ALA A1142 -21.528 15.667 -36.559 1.00 35.94 H +ATOM 4042 HB2 ALA A1142 -21.199 14.427 -37.761 1.00 35.94 H +ATOM 4043 HB3 ALA A1142 -22.788 14.519 -37.005 1.00 35.94 H +ATOM 4044 N GLU A1143 -23.085 13.585 -34.095 1.00 34.04 N +ATOM 4045 CA GLU A1143 -23.816 13.835 -32.853 1.00 34.34 C +ATOM 4046 C GLU A1143 -23.305 12.992 -31.664 1.00 35.13 C +ATOM 4047 O GLU A1143 -23.390 13.458 -30.528 1.00 31.94 O +ATOM 4048 CB GLU A1143 -25.318 13.650 -33.135 1.00 37.10 C +ATOM 4049 CG GLU A1143 -26.246 14.080 -31.978 1.00 51.53 C +ATOM 4050 CD GLU A1143 -27.740 14.125 -32.340 1.00 70.35 C +ATOM 4051 OE1 GLU A1143 -28.153 13.422 -33.291 1.00 77.38 O +ATOM 4052 OE2 GLU A1143 -28.460 14.869 -31.638 1.00 51.45 O1- +ATOM 4053 H GLU A1143 -23.564 13.026 -34.790 1.00 34.04 H +ATOM 4054 HA GLU A1143 -23.664 14.883 -32.589 1.00 34.34 H +ATOM 4055 HB3 GLU A1143 -25.505 12.606 -33.385 1.00 37.10 H +ATOM 4056 HB2 GLU A1143 -25.577 14.225 -34.027 1.00 37.10 H +ATOM 4057 HG3 GLU A1143 -25.936 15.065 -31.626 1.00 51.53 H +ATOM 4058 HG2 GLU A1143 -26.129 13.400 -31.134 1.00 51.53 H +ATOM 4059 N VAL A1144 -22.731 11.805 -31.940 1.00 32.23 N +ATOM 4060 CA VAL A1144 -22.009 10.987 -30.957 1.00 30.46 C +ATOM 4061 C VAL A1144 -20.648 11.617 -30.584 1.00 31.37 C +ATOM 4062 O VAL A1144 -20.236 11.503 -29.430 1.00 28.93 O +ATOM 4063 CB VAL A1144 -21.807 9.523 -31.459 1.00 34.90 C +ATOM 4064 CG1 VAL A1144 -20.858 8.650 -30.606 1.00 34.06 C +ATOM 4065 CG2 VAL A1144 -23.162 8.803 -31.593 1.00 35.48 C +ATOM 4066 H VAL A1144 -22.686 11.488 -32.898 1.00 32.23 H +ATOM 4067 HA VAL A1144 -22.610 10.949 -30.046 1.00 30.46 H +ATOM 4068 HB VAL A1144 -21.371 9.566 -32.457 1.00 34.90 H +ATOM 4069 HG11 VAL A1144 -20.841 7.622 -30.969 1.00 34.06 H +ATOM 4070 HG12 VAL A1144 -19.827 9.004 -30.638 1.00 34.06 H +ATOM 4071 HG13 VAL A1144 -21.173 8.625 -29.562 1.00 34.06 H +ATOM 4072 HG21 VAL A1144 -23.040 7.798 -31.997 1.00 35.48 H +ATOM 4073 HG22 VAL A1144 -23.654 8.713 -30.625 1.00 35.48 H +ATOM 4074 HG23 VAL A1144 -23.843 9.336 -32.256 1.00 35.48 H +ATOM 4075 N TYR A1145 -20.010 12.320 -31.540 1.00 28.72 N +ATOM 4076 CA TYR A1145 -18.815 13.130 -31.305 1.00 28.17 C +ATOM 4077 C TYR A1145 -19.111 14.402 -30.483 1.00 32.85 C +ATOM 4078 O TYR A1145 -18.270 14.789 -29.676 1.00 32.29 O +ATOM 4079 CB TYR A1145 -18.111 13.449 -32.643 1.00 29.44 C +ATOM 4080 CG TYR A1145 -16.805 14.215 -32.495 1.00 31.74 C +ATOM 4081 CD1 TYR A1145 -15.727 13.605 -31.826 1.00 33.16 C +ATOM 4082 CD2 TYR A1145 -16.667 15.532 -32.980 1.00 33.69 C +ATOM 4083 CE1 TYR A1145 -14.533 14.312 -31.597 1.00 33.08 C +ATOM 4084 CE2 TYR A1145 -15.457 16.230 -32.785 1.00 34.55 C +ATOM 4085 CZ TYR A1145 -14.395 15.627 -32.079 1.00 36.66 C +ATOM 4086 OH TYR A1145 -13.233 16.310 -31.864 1.00 35.20 O +ATOM 4087 H TYR A1145 -20.399 12.353 -32.473 1.00 28.72 H +ATOM 4088 HA TYR A1145 -18.129 12.519 -30.716 1.00 28.17 H +ATOM 4089 HB3 TYR A1145 -18.775 14.007 -33.302 1.00 29.44 H +ATOM 4090 HB2 TYR A1145 -17.894 12.516 -33.163 1.00 29.44 H +ATOM 4091 HD1 TYR A1145 -15.827 12.586 -31.495 1.00 33.16 H +ATOM 4092 HD2 TYR A1145 -17.486 16.012 -33.496 1.00 33.69 H +ATOM 4093 HE1 TYR A1145 -13.720 13.833 -31.071 1.00 33.08 H +ATOM 4094 HE2 TYR A1145 -15.352 17.237 -33.161 1.00 34.55 H +ATOM 4095 HH TYR A1145 -12.591 15.787 -31.372 1.00 35.20 H +ATOM 4096 N HIS A1146 -20.303 15.000 -30.665 1.00 31.34 N +ATOM 4097 CA HIS A1146 -20.779 16.145 -29.881 1.00 31.80 C +ATOM 4098 C HIS A1146 -21.146 15.778 -28.433 1.00 32.90 C +ATOM 4099 O HIS A1146 -20.947 16.611 -27.550 1.00 31.97 O +ATOM 4100 CB HIS A1146 -21.955 16.843 -30.592 1.00 33.81 C +ATOM 4101 CG HIS A1146 -21.650 17.391 -31.965 1.00 37.86 C +ATOM 4102 ND1 HIS A1146 -22.623 17.473 -32.968 1.00 40.76 N +ATOM 4103 CD2 HIS A1146 -20.458 17.881 -32.464 1.00 39.65 C +ATOM 4104 CE1 HIS A1146 -21.991 17.984 -34.016 1.00 40.91 C +ATOM 4105 NE2 HIS A1146 -20.706 18.244 -33.776 1.00 40.63 N +ATOM 4106 H HIS A1146 -20.940 14.639 -31.363 1.00 31.34 H +ATOM 4107 HA HIS A1146 -19.959 16.864 -29.820 1.00 31.80 H +ATOM 4108 HB3 HIS A1146 -22.316 17.675 -29.985 1.00 33.81 H +ATOM 4109 HB2 HIS A1146 -22.794 16.152 -30.679 1.00 33.81 H +ATOM 4110 HD2 HIS A1146 -19.485 17.986 -32.008 1.00 39.65 H +ATOM 4111 HE1 HIS A1146 -22.472 18.171 -34.965 1.00 40.91 H +ATOM 4112 HE2 HIS A1146 -20.043 18.638 -34.428 1.00 40.63 H +ATOM 4113 N LEU A1147 -21.611 14.536 -28.202 1.00 29.07 N +ATOM 4114 CA LEU A1147 -21.778 13.940 -26.872 1.00 28.56 C +ATOM 4115 C LEU A1147 -20.424 13.756 -26.160 1.00 31.25 C +ATOM 4116 O LEU A1147 -20.338 13.997 -24.958 1.00 29.28 O +ATOM 4117 CB LEU A1147 -22.590 12.626 -27.011 1.00 29.23 C +ATOM 4118 CG LEU A1147 -22.817 11.793 -25.720 1.00 34.50 C +ATOM 4119 CD1 LEU A1147 -24.077 10.917 -25.842 1.00 34.68 C +ATOM 4120 CD2 LEU A1147 -21.606 10.922 -25.312 1.00 36.84 C +ATOM 4121 H LEU A1147 -21.788 13.924 -28.986 1.00 29.07 H +ATOM 4122 HA LEU A1147 -22.369 14.632 -26.270 1.00 28.56 H +ATOM 4123 HB3 LEU A1147 -22.149 11.983 -27.771 1.00 29.23 H +ATOM 4124 HB2 LEU A1147 -23.558 12.917 -27.419 1.00 29.23 H +ATOM 4125 HG LEU A1147 -23.013 12.499 -24.911 1.00 34.50 H +ATOM 4126 HD11 LEU A1147 -24.525 10.753 -24.862 1.00 34.68 H +ATOM 4127 HD12 LEU A1147 -24.837 11.371 -26.478 1.00 34.68 H +ATOM 4128 HD13 LEU A1147 -23.850 9.940 -26.269 1.00 34.68 H +ATOM 4129 HD21 LEU A1147 -21.884 9.888 -25.107 1.00 36.84 H +ATOM 4130 HD22 LEU A1147 -20.841 10.896 -26.088 1.00 36.84 H +ATOM 4131 HD23 LEU A1147 -21.140 11.306 -24.405 1.00 36.84 H +ATOM 4132 N MET A1148 -19.396 13.361 -26.929 1.00 29.35 N +ATOM 4133 CA MET A1148 -18.014 13.182 -26.484 1.00 30.67 C +ATOM 4134 C MET A1148 -17.339 14.513 -26.107 1.00 31.09 C +ATOM 4135 O MET A1148 -16.638 14.554 -25.099 1.00 28.70 O +ATOM 4136 CB MET A1148 -17.240 12.431 -27.592 1.00 34.60 C +ATOM 4137 CG MET A1148 -16.460 11.203 -27.102 1.00 40.60 C +ATOM 4138 SD MET A1148 -16.144 9.982 -28.405 1.00 46.94 S +ATOM 4139 CE MET A1148 -14.969 10.895 -29.430 1.00 42.17 C +ATOM 4140 H MET A1148 -19.567 13.172 -27.907 1.00 29.35 H +ATOM 4141 HA MET A1148 -18.055 12.563 -25.586 1.00 30.67 H +ATOM 4142 HB3 MET A1148 -16.552 13.112 -28.095 1.00 34.60 H +ATOM 4143 HB2 MET A1148 -17.922 12.103 -28.375 1.00 34.60 H +ATOM 4144 HG3 MET A1148 -17.018 10.688 -26.320 1.00 40.60 H +ATOM 4145 HG2 MET A1148 -15.515 11.514 -26.657 1.00 40.60 H +ATOM 4146 HE1 MET A1148 -14.862 10.415 -30.402 1.00 42.17 H +ATOM 4147 HE2 MET A1148 -15.302 11.918 -29.569 1.00 42.17 H +ATOM 4148 HE3 MET A1148 -13.997 10.931 -28.953 1.00 42.17 H +ATOM 4149 N LYS A1149 -17.598 15.580 -26.886 1.00 27.88 N +ATOM 4150 CA LYS A1149 -17.154 16.946 -26.595 1.00 27.39 C +ATOM 4151 C LYS A1149 -17.917 17.609 -25.435 1.00 30.73 C +ATOM 4152 O LYS A1149 -17.329 18.451 -24.759 1.00 30.19 O +ATOM 4153 CB LYS A1149 -17.207 17.818 -27.865 1.00 30.13 C +ATOM 4154 CG LYS A1149 -16.108 17.472 -28.889 1.00 40.57 C +ATOM 4155 CD LYS A1149 -15.915 18.539 -29.980 1.00 49.92 C +ATOM 4156 CE LYS A1149 -15.173 19.793 -29.484 1.00 55.31 C +ATOM 4157 NZ LYS A1149 -14.911 20.746 -30.577 1.00 61.18 N1+ +ATOM 4158 H LYS A1149 -18.158 15.460 -27.720 1.00 27.88 H +ATOM 4159 HA LYS A1149 -16.112 16.888 -26.279 1.00 27.39 H +ATOM 4160 HB3 LYS A1149 -17.079 18.859 -27.571 1.00 30.13 H +ATOM 4161 HB2 LYS A1149 -18.193 17.764 -28.329 1.00 30.13 H +ATOM 4162 HG3 LYS A1149 -16.348 16.522 -29.364 1.00 40.57 H +ATOM 4163 HG2 LYS A1149 -15.157 17.313 -28.382 1.00 40.57 H +ATOM 4164 HD3 LYS A1149 -16.890 18.818 -30.383 1.00 49.92 H +ATOM 4165 HD2 LYS A1149 -15.361 18.095 -30.805 1.00 49.92 H +ATOM 4166 HE3 LYS A1149 -14.215 19.514 -29.049 1.00 55.31 H +ATOM 4167 HE2 LYS A1149 -15.743 20.306 -28.710 1.00 55.31 H +ATOM 4168 HZ1 LYS A1149 -14.403 21.541 -30.215 1.00 61.18 H +ATOM 4169 HZ2 LYS A1149 -14.362 20.296 -31.294 1.00 61.18 H +ATOM 4170 HZ3 LYS A1149 -15.788 21.058 -30.970 1.00 61.18 H +ATOM 4171 N ASN A1150 -19.178 17.207 -25.195 1.00 27.52 N +ATOM 4172 CA ASN A1150 -19.961 17.623 -24.027 1.00 27.53 C +ATOM 4173 C ASN A1150 -19.491 16.903 -22.745 1.00 29.61 C +ATOM 4174 O ASN A1150 -19.527 17.504 -21.674 1.00 29.79 O +ATOM 4175 CB ASN A1150 -21.466 17.425 -24.321 1.00 28.97 C +ATOM 4176 CG ASN A1150 -22.410 17.975 -23.243 1.00 41.34 C +ATOM 4177 OD1 ASN A1150 -23.302 17.265 -22.787 1.00 34.75 O +ATOM 4178 ND2 ASN A1150 -22.230 19.234 -22.833 1.00 35.14 N +ATOM 4179 H ASN A1150 -19.616 16.537 -25.812 1.00 27.52 H +ATOM 4180 HA ASN A1150 -19.788 18.690 -23.883 1.00 27.53 H +ATOM 4181 HB3 ASN A1150 -21.683 16.367 -24.477 1.00 28.97 H +ATOM 4182 HB2 ASN A1150 -21.722 17.929 -25.254 1.00 28.97 H +ATOM 4183 HD22 ASN A1150 -22.824 19.619 -22.112 1.00 35.14 H +ATOM 4184 HD21 ASN A1150 -21.495 19.813 -23.220 1.00 35.14 H +ATOM 4185 N CYS A1151 -18.978 15.668 -22.883 1.00 24.02 N +ATOM 4186 CA CYS A1151 -18.226 14.967 -21.839 1.00 24.87 C +ATOM 4187 C CYS A1151 -16.843 15.601 -21.590 1.00 28.35 C +ATOM 4188 O CYS A1151 -16.282 15.363 -20.527 1.00 26.56 O +ATOM 4189 CB CYS A1151 -18.067 13.466 -22.147 1.00 25.12 C +ATOM 4190 SG CYS A1151 -19.666 12.631 -21.997 1.00 29.56 S +ATOM 4191 H CYS A1151 -19.008 15.218 -23.787 1.00 24.02 H +ATOM 4192 HA CYS A1151 -18.778 15.060 -20.903 1.00 24.87 H +ATOM 4193 HB3 CYS A1151 -17.376 12.992 -21.451 1.00 25.12 H +ATOM 4194 HB2 CYS A1151 -17.671 13.297 -23.146 1.00 25.12 H +ATOM 4195 HG CYS A1151 -20.221 13.209 -23.068 1.00 29.56 H +ATOM 4196 N TRP A1152 -16.334 16.407 -22.539 1.00 24.56 N +ATOM 4197 CA TRP A1152 -15.064 17.120 -22.440 1.00 24.31 C +ATOM 4198 C TRP A1152 -15.252 18.648 -22.357 1.00 28.86 C +ATOM 4199 O TRP A1152 -14.462 19.368 -22.962 1.00 29.11 O +ATOM 4200 CB TRP A1152 -14.150 16.769 -23.635 1.00 23.52 C +ATOM 4201 CG TRP A1152 -13.769 15.351 -23.905 1.00 23.91 C +ATOM 4202 CD1 TRP A1152 -13.464 14.411 -22.983 1.00 26.64 C +ATOM 4203 CD2 TRP A1152 -13.493 14.748 -25.205 1.00 24.07 C +ATOM 4204 NE1 TRP A1152 -13.028 13.271 -23.624 1.00 25.72 N +ATOM 4205 CE2 TRP A1152 -13.021 13.419 -24.996 1.00 26.84 C +ATOM 4206 CE3 TRP A1152 -13.581 15.195 -26.545 1.00 25.78 C +ATOM 4207 CZ2 TRP A1152 -12.651 12.581 -26.063 1.00 25.92 C +ATOM 4208 CZ3 TRP A1152 -13.229 14.360 -27.624 1.00 27.26 C +ATOM 4209 CH2 TRP A1152 -12.760 13.055 -27.383 1.00 27.17 C +ATOM 4210 H TRP A1152 -16.861 16.563 -23.386 1.00 24.56 H +ATOM 4211 HA TRP A1152 -14.549 16.820 -21.531 1.00 24.31 H +ATOM 4212 HB3 TRP A1152 -13.195 17.278 -23.504 1.00 23.52 H +ATOM 4213 HB2 TRP A1152 -14.587 17.165 -24.551 1.00 23.52 H +ATOM 4214 HD1 TRP A1152 -13.530 14.552 -21.914 1.00 26.64 H +ATOM 4215 HE1 TRP A1152 -12.743 12.443 -23.118 1.00 25.72 H +ATOM 4216 HE3 TRP A1152 -13.922 16.199 -26.746 1.00 25.78 H +ATOM 4217 HZ2 TRP A1152 -12.280 11.586 -25.875 1.00 25.92 H +ATOM 4218 HZ3 TRP A1152 -13.304 14.727 -28.637 1.00 27.26 H +ATOM 4219 HH2 TRP A1152 -12.468 12.425 -28.209 1.00 27.17 H +ATOM 4220 N GLU A1153 -16.243 19.166 -21.612 1.00 25.75 N +ATOM 4221 CA GLU A1153 -16.288 20.607 -21.306 1.00 26.82 C +ATOM 4222 C GLU A1153 -15.165 20.957 -20.317 1.00 30.62 C +ATOM 4223 O GLU A1153 -14.982 20.213 -19.355 1.00 26.79 O +ATOM 4224 CB GLU A1153 -17.661 21.015 -20.731 1.00 28.38 C +ATOM 4225 CG GLU A1153 -18.853 20.780 -21.684 1.00 35.13 C +ATOM 4226 CD GLU A1153 -19.078 21.826 -22.787 1.00 54.88 C +ATOM 4227 OE1 GLU A1153 -18.283 22.786 -22.903 1.00 51.30 O +ATOM 4228 OE2 GLU A1153 -20.072 21.633 -23.523 1.00 50.04 O1- +ATOM 4229 H GLU A1153 -16.909 18.570 -21.143 1.00 25.75 H +ATOM 4230 HA GLU A1153 -16.126 21.170 -22.227 1.00 26.82 H +ATOM 4231 HB3 GLU A1153 -17.632 22.059 -20.419 1.00 28.38 H +ATOM 4232 HB2 GLU A1153 -17.847 20.473 -19.807 1.00 28.38 H +ATOM 4233 HG3 GLU A1153 -19.767 20.707 -21.096 1.00 35.13 H +ATOM 4234 HG2 GLU A1153 -18.736 19.816 -22.172 1.00 35.13 H +ATOM 4235 N THR A1154 -14.438 22.064 -20.561 1.00 30.88 N +ATOM 4236 CA THR A1154 -13.383 22.571 -19.668 1.00 31.88 C +ATOM 4237 C THR A1154 -13.939 22.913 -18.271 1.00 35.93 C +ATOM 4238 O THR A1154 -13.325 22.547 -17.269 1.00 35.75 O +ATOM 4239 CB THR A1154 -12.699 23.849 -20.233 1.00 43.66 C +ATOM 4240 OG1 THR A1154 -12.085 23.555 -21.471 1.00 44.97 O +ATOM 4241 CG2 THR A1154 -11.623 24.496 -19.338 1.00 43.44 C +ATOM 4242 H THR A1154 -14.652 22.640 -21.363 1.00 30.88 H +ATOM 4243 HA THR A1154 -12.631 21.787 -19.556 1.00 31.88 H +ATOM 4244 HB THR A1154 -13.464 24.600 -20.437 1.00 43.66 H +ATOM 4245 HG1 THR A1154 -11.510 24.290 -21.702 1.00 44.97 H +ATOM 4246 HG21 THR A1154 -11.136 25.325 -19.853 1.00 43.44 H +ATOM 4247 HG22 THR A1154 -12.041 24.904 -18.417 1.00 43.44 H +ATOM 4248 HG23 THR A1154 -10.847 23.781 -19.063 1.00 43.44 H +ATOM 4249 N GLU A1155 -15.129 23.536 -18.254 1.00 34.13 N +ATOM 4250 CA GLU A1155 -15.937 23.784 -17.069 1.00 35.75 C +ATOM 4251 C GLU A1155 -16.604 22.467 -16.627 1.00 37.89 C +ATOM 4252 O GLU A1155 -17.335 21.863 -17.414 1.00 35.58 O +ATOM 4253 CB GLU A1155 -16.967 24.873 -17.437 1.00 38.82 C +ATOM 4254 CG GLU A1155 -17.778 25.452 -16.258 1.00 56.26 C +ATOM 4255 CD GLU A1155 -17.038 26.450 -15.348 1.00 89.36 C +ATOM 4256 OE1 GLU A1155 -15.839 26.728 -15.577 1.00 94.02 O +ATOM 4257 OE2 GLU A1155 -17.704 26.925 -14.403 1.00 89.74 O1- +ATOM 4258 H GLU A1155 -15.563 23.781 -19.134 1.00 34.13 H +ATOM 4259 HA GLU A1155 -15.283 24.149 -16.275 1.00 35.75 H +ATOM 4260 HB3 GLU A1155 -17.672 24.451 -18.153 1.00 38.82 H +ATOM 4261 HB2 GLU A1155 -16.479 25.683 -17.982 1.00 38.82 H +ATOM 4262 HG3 GLU A1155 -18.176 24.641 -15.648 1.00 56.26 H +ATOM 4263 HG2 GLU A1155 -18.645 25.972 -16.663 1.00 56.26 H +ATOM 4264 N ALA A1156 -16.319 22.041 -15.385 1.00 35.19 N +ATOM 4265 CA ALA A1156 -16.766 20.766 -14.818 1.00 35.22 C +ATOM 4266 C ALA A1156 -18.288 20.639 -14.646 1.00 38.77 C +ATOM 4267 O ALA A1156 -18.817 19.540 -14.816 1.00 37.90 O +ATOM 4268 CB ALA A1156 -16.044 20.526 -13.484 1.00 36.33 C +ATOM 4269 H ALA A1156 -15.724 22.604 -14.793 1.00 35.19 H +ATOM 4270 HA ALA A1156 -16.466 19.984 -15.513 1.00 35.22 H +ATOM 4271 HB1 ALA A1156 -16.329 19.570 -13.043 1.00 36.33 H +ATOM 4272 HB2 ALA A1156 -14.962 20.512 -13.622 1.00 36.33 H +ATOM 4273 HB3 ALA A1156 -16.273 21.306 -12.757 1.00 36.33 H +ATOM 4274 N SER A1157 -18.958 21.763 -14.341 1.00 35.61 N +ATOM 4275 CA SER A1157 -20.409 21.866 -14.176 1.00 35.08 C +ATOM 4276 C SER A1157 -21.211 21.665 -15.479 1.00 37.46 C +ATOM 4277 O SER A1157 -22.359 21.228 -15.400 1.00 37.36 O +ATOM 4278 CB SER A1157 -20.732 23.206 -13.483 1.00 40.33 C +ATOM 4279 OG SER A1157 -20.526 24.317 -14.335 1.00 48.92 O +ATOM 4280 H SER A1157 -18.442 22.623 -14.209 1.00 35.61 H +ATOM 4281 HA SER A1157 -20.705 21.071 -13.490 1.00 35.08 H +ATOM 4282 HB3 SER A1157 -20.130 23.330 -12.582 1.00 40.33 H +ATOM 4283 HB2 SER A1157 -21.774 23.216 -13.163 1.00 40.33 H +ATOM 4284 HG SER A1157 -20.612 25.124 -13.820 1.00 48.92 H +ATOM 4285 N PHE A1158 -20.600 21.963 -16.641 1.00 32.83 N +ATOM 4286 CA PHE A1158 -21.225 21.832 -17.962 1.00 32.10 C +ATOM 4287 C PHE A1158 -21.262 20.383 -18.487 1.00 33.92 C +ATOM 4288 O PHE A1158 -22.027 20.112 -19.414 1.00 31.85 O +ATOM 4289 CB PHE A1158 -20.509 22.753 -18.976 1.00 33.90 C +ATOM 4290 CG PHE A1158 -20.583 24.263 -18.780 1.00 37.34 C +ATOM 4291 CD1 PHE A1158 -21.365 24.870 -17.770 1.00 41.32 C +ATOM 4292 CD2 PHE A1158 -19.866 25.090 -19.671 1.00 39.43 C +ATOM 4293 CE1 PHE A1158 -21.392 26.253 -17.648 1.00 43.51 C +ATOM 4294 CE2 PHE A1158 -19.906 26.471 -19.532 1.00 43.26 C +ATOM 4295 CZ PHE A1158 -20.663 27.049 -18.523 1.00 42.52 C +ATOM 4296 H PHE A1158 -19.654 22.318 -16.628 1.00 32.83 H +ATOM 4297 HA PHE A1158 -22.266 22.152 -17.891 1.00 32.10 H +ATOM 4298 HB3 PHE A1158 -20.891 22.555 -19.979 1.00 33.90 H +ATOM 4299 HB2 PHE A1158 -19.452 22.489 -19.006 1.00 33.90 H +ATOM 4300 HD1 PHE A1158 -21.944 24.280 -17.075 1.00 41.32 H +ATOM 4301 HD2 PHE A1158 -19.276 24.647 -20.460 1.00 39.43 H +ATOM 4302 HE1 PHE A1158 -21.982 26.712 -16.868 1.00 43.51 H +ATOM 4303 HE2 PHE A1158 -19.346 27.095 -20.212 1.00 43.26 H +ATOM 4304 HZ PHE A1158 -20.689 28.124 -18.419 1.00 42.52 H +ATOM 4305 N ARG A1159 -20.451 19.483 -17.901 1.00 27.94 N +ATOM 4306 CA ARG A1159 -20.401 18.062 -18.254 1.00 27.11 C +ATOM 4307 C ARG A1159 -21.635 17.307 -17.701 1.00 29.97 C +ATOM 4308 O ARG A1159 -22.017 17.562 -16.558 1.00 28.45 O +ATOM 4309 CB ARG A1159 -19.085 17.447 -17.725 1.00 27.28 C +ATOM 4310 CG ARG A1159 -17.826 18.123 -18.307 1.00 37.58 C +ATOM 4311 CD ARG A1159 -16.511 17.352 -18.102 1.00 43.51 C +ATOM 4312 NE ARG A1159 -16.026 17.327 -16.716 1.00 43.50 N +ATOM 4313 CZ ARG A1159 -14.971 17.962 -16.172 1.00 45.54 C +ATOM 4314 NH1 ARG A1159 -14.222 18.856 -16.830 1.00 36.88 N +ATOM 4315 NH2 ARG A1159 -14.648 17.676 -14.910 1.00 30.01 N1+ +ATOM 4316 H ARG A1159 -19.858 19.776 -17.138 1.00 27.94 H +ATOM 4317 HA ARG A1159 -20.378 18.025 -19.340 1.00 27.11 H +ATOM 4318 HB3 ARG A1159 -19.064 16.393 -18.001 1.00 27.28 H +ATOM 4319 HB2 ARG A1159 -19.056 17.476 -16.635 1.00 27.28 H +ATOM 4320 HG3 ARG A1159 -17.736 19.090 -17.808 1.00 37.58 H +ATOM 4321 HG2 ARG A1159 -17.947 18.333 -19.368 1.00 37.58 H +ATOM 4322 HD3 ARG A1159 -15.755 17.616 -18.840 1.00 43.51 H +ATOM 4323 HD2 ARG A1159 -16.727 16.298 -18.268 1.00 43.51 H +ATOM 4324 HE ARG A1159 -16.515 16.670 -16.123 1.00 43.50 H +ATOM 4325 HH12 ARG A1159 -13.443 19.305 -16.367 1.00 36.88 H +ATOM 4326 HH11 ARG A1159 -14.479 19.148 -17.766 1.00 36.88 H +ATOM 4327 HH22 ARG A1159 -13.828 18.092 -14.480 1.00 30.01 H +ATOM 4328 HH21 ARG A1159 -15.177 16.993 -14.389 1.00 30.01 H +ATOM 4329 N PRO A1160 -22.245 16.402 -18.505 1.00 26.80 N +ATOM 4330 CA PRO A1160 -23.417 15.614 -18.080 1.00 26.98 C +ATOM 4331 C PRO A1160 -23.023 14.501 -17.094 1.00 32.02 C +ATOM 4332 O PRO A1160 -22.041 13.808 -17.342 1.00 31.35 O +ATOM 4333 CB PRO A1160 -23.937 15.030 -19.406 1.00 28.34 C +ATOM 4334 CG PRO A1160 -22.695 14.855 -20.268 1.00 31.76 C +ATOM 4335 CD PRO A1160 -21.826 16.039 -19.861 1.00 27.47 C +ATOM 4336 HA PRO A1160 -24.178 16.252 -17.628 1.00 26.98 H +ATOM 4337 HB3 PRO A1160 -24.608 15.750 -19.876 1.00 28.34 H +ATOM 4338 HB2 PRO A1160 -24.491 14.098 -19.289 1.00 28.34 H +ATOM 4339 HG3 PRO A1160 -22.907 14.822 -21.337 1.00 31.76 H +ATOM 4340 HG2 PRO A1160 -22.192 13.923 -20.004 1.00 31.76 H +ATOM 4341 HD2 PRO A1160 -20.769 15.781 -19.915 1.00 27.47 H +ATOM 4342 HD3 PRO A1160 -22.012 16.890 -20.516 1.00 27.47 H +ATOM 4343 N THR A1161 -23.789 14.324 -16.007 1.00 29.10 N +ATOM 4344 CA THR A1161 -23.603 13.217 -15.056 1.00 28.91 C +ATOM 4345 C THR A1161 -23.827 11.838 -15.722 1.00 29.63 C +ATOM 4346 O THR A1161 -24.454 11.766 -16.780 1.00 26.66 O +ATOM 4347 CB THR A1161 -24.557 13.351 -13.832 1.00 34.86 C +ATOM 4348 OG1 THR A1161 -25.865 12.856 -14.057 1.00 34.53 O +ATOM 4349 CG2 THR A1161 -24.617 14.763 -13.229 1.00 35.90 C +ATOM 4350 H THR A1161 -24.607 14.901 -15.863 1.00 29.10 H +ATOM 4351 HA THR A1161 -22.573 13.254 -14.697 1.00 28.91 H +ATOM 4352 HB THR A1161 -24.153 12.711 -13.047 1.00 34.86 H +ATOM 4353 HG1 THR A1161 -26.454 13.221 -13.388 1.00 34.53 H +ATOM 4354 HG21 THR A1161 -25.175 14.766 -12.292 1.00 35.90 H +ATOM 4355 HG22 THR A1161 -23.616 15.139 -13.017 1.00 35.90 H +ATOM 4356 HG23 THR A1161 -25.103 15.469 -13.903 1.00 35.90 H +ATOM 4357 N PHE A1162 -23.334 10.762 -15.088 1.00 26.26 N +ATOM 4358 CA PHE A1162 -23.561 9.392 -15.560 1.00 25.89 C +ATOM 4359 C PHE A1162 -25.040 8.966 -15.610 1.00 30.07 C +ATOM 4360 O PHE A1162 -25.403 8.218 -16.515 1.00 29.53 O +ATOM 4361 CB PHE A1162 -22.699 8.388 -14.777 1.00 27.11 C +ATOM 4362 CG PHE A1162 -21.246 8.362 -15.201 1.00 25.98 C +ATOM 4363 CD1 PHE A1162 -20.898 7.838 -16.459 1.00 26.41 C +ATOM 4364 CD2 PHE A1162 -20.245 8.943 -14.402 1.00 27.86 C +ATOM 4365 CE1 PHE A1162 -19.573 7.805 -16.862 1.00 26.21 C +ATOM 4366 CE2 PHE A1162 -18.922 8.912 -14.824 1.00 29.34 C +ATOM 4367 CZ PHE A1162 -18.586 8.329 -16.039 1.00 25.75 C +ATOM 4368 H PHE A1162 -22.822 10.869 -14.222 1.00 26.26 H +ATOM 4369 HA PHE A1162 -23.226 9.366 -16.598 1.00 25.89 H +ATOM 4370 HB3 PHE A1162 -23.079 7.379 -14.930 1.00 27.11 H +ATOM 4371 HB2 PHE A1162 -22.764 8.571 -13.705 1.00 27.11 H +ATOM 4372 HD1 PHE A1162 -21.672 7.455 -17.102 1.00 26.41 H +ATOM 4373 HD2 PHE A1162 -20.507 9.395 -13.461 1.00 27.86 H +ATOM 4374 HE1 PHE A1162 -19.316 7.369 -17.815 1.00 26.21 H +ATOM 4375 HE2 PHE A1162 -18.153 9.342 -14.206 1.00 29.34 H +ATOM 4376 HZ PHE A1162 -17.554 8.293 -16.350 1.00 25.75 H +ATOM 4377 N GLU A1163 -25.873 9.500 -14.699 1.00 27.87 N +ATOM 4378 CA GLU A1163 -27.330 9.355 -14.724 1.00 28.69 C +ATOM 4379 C GLU A1163 -28.021 10.100 -15.882 1.00 33.26 C +ATOM 4380 O GLU A1163 -29.087 9.652 -16.303 1.00 32.51 O +ATOM 4381 CB GLU A1163 -27.927 9.769 -13.366 1.00 31.37 C +ATOM 4382 CG GLU A1163 -27.608 8.760 -12.239 1.00 44.54 C +ATOM 4383 CD GLU A1163 -28.145 9.129 -10.846 1.00 68.84 C +ATOM 4384 OE1 GLU A1163 -28.711 10.233 -10.679 1.00 67.02 O +ATOM 4385 OE2 GLU A1163 -27.958 8.284 -9.944 1.00 62.94 O1- +ATOM 4386 H GLU A1163 -25.498 10.099 -13.976 1.00 27.87 H +ATOM 4387 HA GLU A1163 -27.551 8.297 -14.871 1.00 28.69 H +ATOM 4388 HB3 GLU A1163 -29.009 9.882 -13.452 1.00 31.37 H +ATOM 4389 HB2 GLU A1163 -27.540 10.753 -13.095 1.00 31.37 H +ATOM 4390 HG3 GLU A1163 -26.530 8.625 -12.158 1.00 44.54 H +ATOM 4391 HG2 GLU A1163 -28.013 7.785 -12.512 1.00 44.54 H +ATOM 4392 N ASN A1164 -27.417 11.190 -16.392 1.00 30.86 N +ATOM 4393 CA ASN A1164 -27.882 11.893 -17.596 1.00 30.74 C +ATOM 4394 C ASN A1164 -27.503 11.131 -18.879 1.00 32.00 C +ATOM 4395 O ASN A1164 -28.280 11.151 -19.832 1.00 31.36 O +ATOM 4396 CB ASN A1164 -27.317 13.336 -17.689 1.00 30.05 C +ATOM 4397 CG ASN A1164 -27.571 14.258 -16.490 1.00 41.44 C +ATOM 4398 OD1 ASN A1164 -26.746 15.121 -16.200 1.00 30.45 O +ATOM 4399 ND2 ASN A1164 -28.701 14.110 -15.795 1.00 30.02 N +ATOM 4400 H ASN A1164 -26.552 11.521 -15.984 1.00 30.86 H +ATOM 4401 HA ASN A1164 -28.972 11.954 -17.582 1.00 30.74 H +ATOM 4402 HB3 ASN A1164 -27.734 13.831 -18.567 1.00 30.05 H +ATOM 4403 HB2 ASN A1164 -26.240 13.302 -17.853 1.00 30.05 H +ATOM 4404 HD22 ASN A1164 -28.879 14.703 -14.997 1.00 30.02 H +ATOM 4405 HD21 ASN A1164 -29.374 13.396 -16.037 1.00 30.02 H +ATOM 4406 N LEU A1165 -26.326 10.480 -18.882 1.00 27.37 N +ATOM 4407 CA LEU A1165 -25.766 9.760 -20.028 1.00 26.17 C +ATOM 4408 C LEU A1165 -26.478 8.435 -20.352 1.00 30.32 C +ATOM 4409 O LEU A1165 -26.504 8.068 -21.525 1.00 29.57 O +ATOM 4410 CB LEU A1165 -24.259 9.516 -19.791 1.00 24.98 C +ATOM 4411 CG LEU A1165 -23.381 10.779 -19.932 1.00 27.47 C +ATOM 4412 CD1 LEU A1165 -21.985 10.567 -19.304 1.00 26.17 C +ATOM 4413 CD2 LEU A1165 -23.312 11.261 -21.400 1.00 28.90 C +ATOM 4414 H LEU A1165 -25.739 10.526 -18.060 1.00 27.37 H +ATOM 4415 HA LEU A1165 -25.886 10.396 -20.907 1.00 26.17 H +ATOM 4416 HB3 LEU A1165 -23.883 8.764 -20.486 1.00 24.98 H +ATOM 4417 HB2 LEU A1165 -24.131 9.083 -18.798 1.00 24.98 H +ATOM 4418 HG LEU A1165 -23.853 11.578 -19.359 1.00 27.47 H +ATOM 4419 HD11 LEU A1165 -21.169 10.782 -19.992 1.00 26.17 H +ATOM 4420 HD12 LEU A1165 -21.850 11.218 -18.439 1.00 26.17 H +ATOM 4421 HD13 LEU A1165 -21.842 9.544 -18.956 1.00 26.17 H +ATOM 4422 HD21 LEU A1165 -22.294 11.315 -21.782 1.00 28.90 H +ATOM 4423 HD22 LEU A1165 -23.857 10.602 -22.076 1.00 28.90 H +ATOM 4424 HD23 LEU A1165 -23.747 12.255 -21.501 1.00 28.90 H +ATOM 4425 N ILE A1166 -27.040 7.749 -19.341 1.00 27.97 N +ATOM 4426 CA ILE A1166 -27.745 6.467 -19.487 1.00 28.85 C +ATOM 4427 C ILE A1166 -28.953 6.492 -20.460 1.00 33.75 C +ATOM 4428 O ILE A1166 -28.925 5.705 -21.406 1.00 32.47 O +ATOM 4429 CB ILE A1166 -28.146 5.868 -18.102 1.00 32.86 C +ATOM 4430 CG1 ILE A1166 -26.891 5.392 -17.344 1.00 32.40 C +ATOM 4431 CG2 ILE A1166 -29.182 4.719 -18.139 1.00 34.79 C +ATOM 4432 CD1 ILE A1166 -27.093 5.273 -15.829 1.00 41.27 C +ATOM 4433 H ILE A1166 -26.962 8.109 -18.400 1.00 27.97 H +ATOM 4434 HA ILE A1166 -27.016 5.782 -19.927 1.00 28.85 H +ATOM 4435 HB ILE A1166 -28.578 6.676 -17.513 1.00 32.86 H +ATOM 4436 HG13 ILE A1166 -26.060 6.066 -17.526 1.00 32.40 H +ATOM 4437 HG12 ILE A1166 -26.559 4.439 -17.750 1.00 32.40 H +ATOM 4438 HG21 ILE A1166 -29.368 4.322 -17.141 1.00 34.79 H +ATOM 4439 HG22 ILE A1166 -30.151 5.039 -18.522 1.00 34.79 H +ATOM 4440 HG23 ILE A1166 -28.826 3.895 -18.757 1.00 34.79 H +ATOM 4441 HD11 ILE A1166 -26.139 5.370 -15.317 1.00 41.27 H +ATOM 4442 HD12 ILE A1166 -27.751 6.049 -15.441 1.00 41.27 H +ATOM 4443 HD13 ILE A1166 -27.519 4.310 -15.552 1.00 41.27 H +ATOM 4444 N PRO A1167 -29.961 7.381 -20.270 1.00 32.13 N +ATOM 4445 CA PRO A1167 -31.104 7.471 -21.200 1.00 32.58 C +ATOM 4446 C PRO A1167 -30.756 7.999 -22.606 1.00 34.66 C +ATOM 4447 O PRO A1167 -31.441 7.626 -23.559 1.00 34.80 O +ATOM 4448 CB PRO A1167 -32.110 8.379 -20.476 1.00 35.43 C +ATOM 4449 CG PRO A1167 -31.254 9.243 -19.567 1.00 39.58 C +ATOM 4450 CD PRO A1167 -30.159 8.280 -19.129 1.00 34.49 C +ATOM 4451 HA PRO A1167 -31.550 6.482 -21.322 1.00 32.58 H +ATOM 4452 HB3 PRO A1167 -32.779 7.765 -19.871 1.00 35.43 H +ATOM 4453 HB2 PRO A1167 -32.734 8.973 -21.146 1.00 35.43 H +ATOM 4454 HG3 PRO A1167 -31.803 9.681 -18.734 1.00 39.58 H +ATOM 4455 HG2 PRO A1167 -30.817 10.057 -20.147 1.00 39.58 H +ATOM 4456 HD2 PRO A1167 -29.269 8.825 -18.831 1.00 34.49 H +ATOM 4457 HD3 PRO A1167 -30.503 7.693 -18.277 1.00 34.49 H +ATOM 4458 N ILE A1168 -29.692 8.816 -22.719 1.00 31.51 N +ATOM 4459 CA ILE A1168 -29.174 9.311 -23.996 1.00 32.13 C +ATOM 4460 C ILE A1168 -28.515 8.176 -24.809 1.00 34.20 C +ATOM 4461 O ILE A1168 -28.819 8.042 -25.992 1.00 33.26 O +ATOM 4462 CB ILE A1168 -28.157 10.480 -23.813 1.00 35.61 C +ATOM 4463 CG1 ILE A1168 -28.818 11.695 -23.122 1.00 36.57 C +ATOM 4464 CG2 ILE A1168 -27.491 10.936 -25.133 1.00 37.22 C +ATOM 4465 CD1 ILE A1168 -27.816 12.756 -22.635 1.00 41.21 C +ATOM 4466 H ILE A1168 -29.178 9.087 -21.893 1.00 31.51 H +ATOM 4467 HA ILE A1168 -30.019 9.689 -24.577 1.00 32.13 H +ATOM 4468 HB ILE A1168 -27.363 10.125 -23.154 1.00 35.61 H +ATOM 4469 HG13 ILE A1168 -29.409 11.372 -22.266 1.00 36.57 H +ATOM 4470 HG12 ILE A1168 -29.529 12.160 -23.806 1.00 36.57 H +ATOM 4471 HG21 ILE A1168 -26.825 11.783 -24.973 1.00 37.22 H +ATOM 4472 HG22 ILE A1168 -26.886 10.153 -25.588 1.00 37.22 H +ATOM 4473 HG23 ILE A1168 -28.240 11.243 -25.864 1.00 37.22 H +ATOM 4474 HD11 ILE A1168 -28.223 13.321 -21.796 1.00 41.21 H +ATOM 4475 HD12 ILE A1168 -26.881 12.305 -22.300 1.00 41.21 H +ATOM 4476 HD13 ILE A1168 -27.581 13.469 -23.424 1.00 41.21 H +ATOM 4477 N LEU A1169 -27.664 7.367 -24.155 1.00 29.74 N +ATOM 4478 CA LEU A1169 -26.967 6.225 -24.756 1.00 29.80 C +ATOM 4479 C LEU A1169 -27.885 5.031 -25.075 1.00 35.11 C +ATOM 4480 O LEU A1169 -27.557 4.280 -25.991 1.00 36.14 O +ATOM 4481 CB LEU A1169 -25.777 5.814 -23.865 1.00 29.09 C +ATOM 4482 CG LEU A1169 -24.581 6.789 -23.960 1.00 32.75 C +ATOM 4483 CD1 LEU A1169 -23.587 6.570 -22.808 1.00 32.66 C +ATOM 4484 CD2 LEU A1169 -23.883 6.727 -25.337 1.00 36.03 C +ATOM 4485 H LEU A1169 -27.456 7.545 -23.180 1.00 29.74 H +ATOM 4486 HA LEU A1169 -26.565 6.559 -25.711 1.00 29.80 H +ATOM 4487 HB3 LEU A1169 -25.421 4.823 -24.144 1.00 29.09 H +ATOM 4488 HB2 LEU A1169 -26.125 5.721 -22.835 1.00 29.09 H +ATOM 4489 HG LEU A1169 -24.969 7.801 -23.834 1.00 32.75 H +ATOM 4490 HD11 LEU A1169 -23.208 7.523 -22.440 1.00 32.66 H +ATOM 4491 HD12 LEU A1169 -24.047 6.060 -21.962 1.00 32.66 H +ATOM 4492 HD13 LEU A1169 -22.731 5.971 -23.114 1.00 32.66 H +ATOM 4493 HD21 LEU A1169 -22.797 6.684 -25.255 1.00 36.03 H +ATOM 4494 HD22 LEU A1169 -24.195 5.856 -25.915 1.00 36.03 H +ATOM 4495 HD23 LEU A1169 -24.124 7.609 -25.930 1.00 36.03 H +ATOM 4496 N LYS A1170 -29.028 4.905 -24.376 1.00 32.29 N +ATOM 4497 CA LYS A1170 -30.116 3.981 -24.717 1.00 33.11 C +ATOM 4498 C LYS A1170 -30.825 4.360 -26.028 1.00 37.39 C +ATOM 4499 O LYS A1170 -31.078 3.477 -26.846 1.00 37.67 O +ATOM 4500 CB LYS A1170 -31.124 3.899 -23.551 1.00 37.22 C +ATOM 4501 CG LYS A1170 -30.641 3.002 -22.404 1.00 43.25 C +ATOM 4502 CD LYS A1170 -31.551 3.030 -21.170 1.00 49.41 C +ATOM 4503 CE LYS A1170 -31.093 2.016 -20.108 1.00 57.38 C +ATOM 4504 NZ LYS A1170 -31.915 2.081 -18.888 1.00 64.71 N1+ +ATOM 4505 H LYS A1170 -29.207 5.536 -23.606 1.00 32.29 H +ATOM 4506 HA LYS A1170 -29.678 2.992 -24.863 1.00 33.11 H +ATOM 4507 HB3 LYS A1170 -32.069 3.483 -23.907 1.00 37.22 H +ATOM 4508 HB2 LYS A1170 -31.357 4.899 -23.187 1.00 37.22 H +ATOM 4509 HG3 LYS A1170 -29.633 3.290 -22.111 1.00 43.25 H +ATOM 4510 HG2 LYS A1170 -30.573 1.978 -22.773 1.00 43.25 H +ATOM 4511 HD3 LYS A1170 -32.578 2.820 -21.472 1.00 49.41 H +ATOM 4512 HD2 LYS A1170 -31.550 4.038 -20.751 1.00 49.41 H +ATOM 4513 HE3 LYS A1170 -30.052 2.195 -19.835 1.00 57.38 H +ATOM 4514 HE2 LYS A1170 -31.143 1.003 -20.508 1.00 57.38 H +ATOM 4515 HZ1 LYS A1170 -32.877 1.875 -19.115 1.00 64.71 H +ATOM 4516 HZ2 LYS A1170 -31.574 1.402 -18.221 1.00 64.71 H +ATOM 4517 HZ3 LYS A1170 -31.852 3.005 -18.484 1.00 64.71 H +ATOM 4518 N THR A1171 -31.102 5.663 -26.212 1.00 34.80 N +ATOM 4519 CA THR A1171 -31.738 6.219 -27.411 1.00 35.33 C +ATOM 4520 C THR A1171 -30.800 6.208 -28.638 1.00 39.05 C +ATOM 4521 O THR A1171 -31.260 5.941 -29.748 1.00 39.67 O +ATOM 4522 CB THR A1171 -32.220 7.675 -27.167 1.00 44.81 C +ATOM 4523 OG1 THR A1171 -33.137 7.683 -26.089 1.00 44.59 O +ATOM 4524 CG2 THR A1171 -32.908 8.359 -28.363 1.00 42.98 C +ATOM 4525 H THR A1171 -30.845 6.329 -25.497 1.00 34.80 H +ATOM 4526 HA THR A1171 -32.610 5.604 -27.647 1.00 35.33 H +ATOM 4527 HB THR A1171 -31.373 8.291 -26.863 1.00 44.81 H +ATOM 4528 HG1 THR A1171 -32.663 7.467 -25.282 1.00 44.59 H +ATOM 4529 HG21 THR A1171 -33.310 9.332 -28.077 1.00 42.98 H +ATOM 4530 HG22 THR A1171 -32.218 8.533 -29.189 1.00 42.98 H +ATOM 4531 HG23 THR A1171 -33.736 7.757 -28.739 1.00 42.98 H +ATOM 4532 N VAL A1172 -29.501 6.461 -28.407 1.00 34.64 N +ATOM 4533 CA VAL A1172 -28.437 6.393 -29.409 1.00 35.04 C +ATOM 4534 C VAL A1172 -28.142 4.943 -29.854 1.00 37.21 C +ATOM 4535 O VAL A1172 -27.962 4.722 -31.050 1.00 35.63 O +ATOM 4536 CB VAL A1172 -27.153 7.107 -28.887 1.00 39.11 C +ATOM 4537 CG1 VAL A1172 -25.823 6.718 -29.557 1.00 39.01 C +ATOM 4538 CG2 VAL A1172 -27.323 8.636 -28.939 1.00 39.06 C +ATOM 4539 H VAL A1172 -29.207 6.702 -27.470 1.00 34.64 H +ATOM 4540 HA VAL A1172 -28.785 6.931 -30.293 1.00 35.04 H +ATOM 4541 HB VAL A1172 -27.044 6.843 -27.837 1.00 39.11 H +ATOM 4542 HG11 VAL A1172 -25.005 7.334 -29.184 1.00 39.01 H +ATOM 4543 HG12 VAL A1172 -25.555 5.686 -29.335 1.00 39.01 H +ATOM 4544 HG13 VAL A1172 -25.867 6.841 -30.639 1.00 39.01 H +ATOM 4545 HG21 VAL A1172 -26.478 9.144 -28.472 1.00 39.06 H +ATOM 4546 HG22 VAL A1172 -27.395 8.990 -29.967 1.00 39.06 H +ATOM 4547 HG23 VAL A1172 -28.223 8.960 -28.417 1.00 39.06 H +ATOM 4548 N HIS A1173 -28.170 3.976 -28.917 1.00 33.86 N +ATOM 4549 CA HIS A1173 -28.096 2.540 -29.214 1.00 34.98 C +ATOM 4550 C HIS A1173 -29.277 2.060 -30.084 1.00 39.49 C +ATOM 4551 O HIS A1173 -29.043 1.349 -31.059 1.00 38.50 O +ATOM 4552 CB HIS A1173 -27.984 1.732 -27.901 1.00 35.81 C +ATOM 4553 CG HIS A1173 -28.090 0.234 -28.062 1.00 39.76 C +ATOM 4554 ND1 HIS A1173 -27.102 -0.535 -28.649 1.00 41.19 N +ATOM 4555 CD2 HIS A1173 -29.100 -0.647 -27.743 1.00 42.70 C +ATOM 4556 CE1 HIS A1173 -27.538 -1.797 -28.663 1.00 41.61 C +ATOM 4557 NE2 HIS A1173 -28.744 -1.941 -28.129 1.00 43.01 N +ATOM 4558 H HIS A1173 -28.305 4.222 -27.946 1.00 33.86 H +ATOM 4559 HA HIS A1173 -27.183 2.367 -29.788 1.00 34.98 H +ATOM 4560 HB3 HIS A1173 -28.760 2.045 -27.201 1.00 35.81 H +ATOM 4561 HB2 HIS A1173 -27.032 1.952 -27.414 1.00 35.81 H +ATOM 4562 HD1 HIS A1173 -26.205 -0.215 -28.995 1.00 41.19 H +ATOM 4563 HD2 HIS A1173 -30.059 -0.445 -27.288 1.00 42.70 H +ATOM 4564 HE1 HIS A1173 -26.961 -2.619 -29.062 1.00 41.61 H +ATOM 4565 N GLU A1174 -30.502 2.495 -29.734 1.00 37.68 N +ATOM 4566 CA GLU A1174 -31.744 2.256 -30.476 1.00 39.70 C +ATOM 4567 C GLU A1174 -31.727 2.760 -31.930 1.00 42.94 C +ATOM 4568 O GLU A1174 -32.312 2.102 -32.790 1.00 44.72 O +ATOM 4569 CB GLU A1174 -32.935 2.873 -29.702 1.00 42.32 C +ATOM 4570 CG GLU A1174 -33.555 1.928 -28.651 1.00 60.01 C +ATOM 4571 CD GLU A1174 -34.443 0.805 -29.219 1.00 92.87 C +ATOM 4572 OE1 GLU A1174 -34.832 0.871 -30.407 1.00 94.43 O +ATOM 4573 OE2 GLU A1174 -34.715 -0.138 -28.446 1.00 90.73 O1- +ATOM 4574 H GLU A1174 -30.599 3.061 -28.901 1.00 37.68 H +ATOM 4575 HA GLU A1174 -31.882 1.176 -30.525 1.00 39.70 H +ATOM 4576 HB3 GLU A1174 -33.706 3.247 -30.379 1.00 42.32 H +ATOM 4577 HB2 GLU A1174 -32.594 3.762 -29.175 1.00 42.32 H +ATOM 4578 HG3 GLU A1174 -34.171 2.518 -27.971 1.00 60.01 H +ATOM 4579 HG2 GLU A1174 -32.763 1.493 -28.038 1.00 60.01 H +ATOM 4580 N LYS A1175 -31.050 3.893 -32.178 1.00 37.93 N +ATOM 4581 CA LYS A1175 -30.917 4.504 -33.500 1.00 37.53 C +ATOM 4582 C LYS A1175 -30.053 3.674 -34.468 1.00 41.18 C +ATOM 4583 O LYS A1175 -30.453 3.507 -35.620 1.00 39.68 O +ATOM 4584 CB LYS A1175 -30.402 5.952 -33.337 1.00 38.66 C +ATOM 4585 CG LYS A1175 -30.187 6.714 -34.659 1.00 48.52 C +ATOM 4586 CD LYS A1175 -29.780 8.180 -34.438 1.00 57.93 C +ATOM 4587 CE LYS A1175 -29.465 8.944 -35.737 1.00 71.38 C +ATOM 4588 NZ LYS A1175 -30.655 9.138 -36.585 1.00 86.87 N1+ +ATOM 4589 H LYS A1175 -30.605 4.381 -31.413 1.00 37.93 H +ATOM 4590 HA LYS A1175 -31.920 4.562 -33.929 1.00 37.53 H +ATOM 4591 HB3 LYS A1175 -29.462 5.948 -32.786 1.00 38.66 H +ATOM 4592 HB2 LYS A1175 -31.109 6.507 -32.720 1.00 38.66 H +ATOM 4593 HG3 LYS A1175 -31.100 6.660 -35.253 1.00 48.52 H +ATOM 4594 HG2 LYS A1175 -29.406 6.228 -35.246 1.00 48.52 H +ATOM 4595 HD3 LYS A1175 -28.898 8.205 -33.797 1.00 57.93 H +ATOM 4596 HD2 LYS A1175 -30.561 8.700 -33.881 1.00 57.93 H +ATOM 4597 HE3 LYS A1175 -28.705 8.416 -36.313 1.00 71.38 H +ATOM 4598 HE2 LYS A1175 -29.056 9.926 -35.497 1.00 71.38 H +ATOM 4599 HZ1 LYS A1175 -31.353 9.660 -36.073 1.00 86.87 H +ATOM 4600 HZ2 LYS A1175 -30.398 9.649 -37.418 1.00 86.87 H +ATOM 4601 HZ3 LYS A1175 -31.032 8.238 -36.845 1.00 86.87 H +ATOM 4602 N TYR A1176 -28.889 3.197 -33.995 1.00 37.88 N +ATOM 4603 CA TYR A1176 -27.868 2.567 -34.838 1.00 38.84 C +ATOM 4604 C TYR A1176 -27.921 1.028 -34.865 1.00 43.27 C +ATOM 4605 O TYR A1176 -27.210 0.447 -35.688 1.00 45.60 O +ATOM 4606 CB TYR A1176 -26.473 3.100 -34.436 1.00 39.66 C +ATOM 4607 CG TYR A1176 -26.302 4.594 -34.682 1.00 42.14 C +ATOM 4608 CD1 TYR A1176 -26.315 5.101 -35.999 1.00 44.87 C +ATOM 4609 CD2 TYR A1176 -26.162 5.487 -33.601 1.00 42.46 C +ATOM 4610 CE1 TYR A1176 -26.229 6.489 -36.227 1.00 44.19 C +ATOM 4611 CE2 TYR A1176 -26.089 6.875 -33.825 1.00 43.50 C +ATOM 4612 CZ TYR A1176 -26.135 7.378 -35.138 1.00 49.64 C +ATOM 4613 OH TYR A1176 -26.106 8.725 -35.354 1.00 54.89 O +ATOM 4614 H TYR A1176 -28.635 3.369 -33.031 1.00 37.88 H +ATOM 4615 HA TYR A1176 -28.033 2.870 -35.874 1.00 38.84 H +ATOM 4616 HB3 TYR A1176 -25.694 2.591 -35.006 1.00 39.66 H +ATOM 4617 HB2 TYR A1176 -26.271 2.873 -33.387 1.00 39.66 H +ATOM 4618 HD1 TYR A1176 -26.412 4.428 -36.839 1.00 44.87 H +ATOM 4619 HD2 TYR A1176 -26.126 5.113 -32.593 1.00 42.46 H +ATOM 4620 HE1 TYR A1176 -26.257 6.870 -37.237 1.00 44.19 H +ATOM 4621 HE2 TYR A1176 -26.007 7.551 -32.986 1.00 43.50 H +ATOM 4622 HH TYR A1176 -26.186 9.238 -34.543 1.00 54.89 H +ATOM 4623 N ARG A1177 -28.744 0.383 -34.014 1.00 37.76 N +ATOM 4624 CA ARG A1177 -28.935 -1.075 -34.023 1.00 53.07 C +ATOM 4625 C ARG A1177 -29.798 -1.553 -35.209 1.00 74.57 C +ATOM 4626 O ARG A1177 -30.502 -0.752 -35.827 1.00 46.90 O +ATOM 4627 CB ARG A1177 -29.496 -1.560 -32.664 1.00 52.87 C +ATOM 4628 CG ARG A1177 -30.982 -1.254 -32.399 1.00 64.39 C +ATOM 4629 CD ARG A1177 -31.514 -1.954 -31.138 1.00 74.69 C +ATOM 4630 NE ARG A1177 -32.978 -1.851 -31.034 1.00 82.78 N +ATOM 4631 CZ ARG A1177 -33.907 -2.569 -31.694 1.00 98.29 C +ATOM 4632 NH1 ARG A1177 -33.589 -3.553 -32.550 1.00 84.15 N +ATOM 4633 NH2 ARG A1177 -35.199 -2.283 -31.493 1.00 87.75 N1+ +ATOM 4634 H ARG A1177 -29.299 0.909 -33.353 1.00 37.76 H +ATOM 4635 HA ARG A1177 -27.950 -1.532 -34.140 1.00 53.07 H +ATOM 4636 HB3 ARG A1177 -28.888 -1.173 -31.846 1.00 52.87 H +ATOM 4637 HB2 ARG A1177 -29.369 -2.643 -32.620 1.00 52.87 H +ATOM 4638 HG3 ARG A1177 -31.630 -1.450 -33.253 1.00 64.39 H +ATOM 4639 HG2 ARG A1177 -31.028 -0.179 -32.238 1.00 64.39 H +ATOM 4640 HD3 ARG A1177 -31.155 -1.396 -30.273 1.00 74.69 H +ATOM 4641 HD2 ARG A1177 -31.139 -2.971 -31.017 1.00 74.69 H +ATOM 4642 HE ARG A1177 -33.319 -1.100 -30.445 1.00 82.78 H +ATOM 4643 HH12 ARG A1177 -34.318 -4.055 -33.040 1.00 84.15 H +ATOM 4644 HH11 ARG A1177 -32.621 -3.779 -32.721 1.00 84.15 H +ATOM 4645 HH22 ARG A1177 -35.921 -2.787 -31.991 1.00 87.75 H +ATOM 4646 HH21 ARG A1177 -35.454 -1.517 -30.880 1.00 87.75 H +HETATM 4647 N NME A1178 -29.749 -2.869 -35.465 1.00 0.00 N +HETATM 4648 C NME A1178 -30.535 -3.522 -36.502 1.00 0.00 C +HETATM 4649 H NME A1178 -29.154 -3.459 -34.899 1.00 0.00 H +HETATM 4650 H1 NME A1178 -30.743 -2.862 -37.345 1.00 0.00 H +HETATM 4651 H2 NME A1178 -29.994 -4.388 -36.884 1.00 0.00 H +HETATM 4652 H3 NME A1178 -31.485 -3.868 -36.092 1.00 0.00 H +TER 4653 NME A1178 +HETATM 4654 O HOH A1301 -7.805 13.717 -21.733 1.00 23.87 O +HETATM 4655 H1 HOH A1301 -7.442 12.805 -21.938 1.00 23.87 H +HETATM 4656 H2 HOH A1301 -7.037 14.314 -21.478 1.00 23.87 H +HETATM 4657 O HOH A1302 -7.300 4.134 -29.382 1.00 26.50 O +HETATM 4658 H1 HOH A1302 -6.564 3.946 -30.038 1.00 26.50 H +HETATM 4659 H2 HOH A1302 -8.155 4.275 -29.890 1.00 26.50 H +HETATM 4660 O HOH A1303 -21.765 11.544 -12.438 1.00 28.48 O +HETATM 4661 H1 HOH A1303 -21.483 12.499 -12.298 1.00 28.48 H +HETATM 4662 H2 HOH A1303 -21.181 10.951 -11.877 1.00 28.48 H +HETATM 4663 O HOH A1304 -9.035 2.704 -10.281 1.00 29.39 O +HETATM 4664 H1 HOH A1304 -9.409 1.932 -10.803 1.00 29.39 H +HETATM 4665 H2 HOH A1304 -9.652 3.492 -10.355 1.00 29.39 H +HETATM 4666 O HOH A1305 -10.327 13.333 -14.896 1.00 24.85 O +HETATM 4667 H1 HOH A1305 -11.176 12.866 -15.157 1.00 24.85 H +HETATM 4668 H2 HOH A1305 -10.176 13.221 -13.913 1.00 24.85 H +HETATM 4669 O HOH A1306 -11.177 8.182 -14.397 1.00 26.19 O +HETATM 4670 H1 HOH A1306 -11.137 8.958 -15.033 1.00 26.19 H +HETATM 4671 H2 HOH A1306 -11.960 8.307 -13.778 1.00 26.19 H +HETATM 4672 O HOH A1307 -5.575 15.209 -20.665 1.00 23.28 O +HETATM 4673 H1 HOH A1307 -6.230 15.538 -19.979 1.00 23.28 H +HETATM 4674 H2 HOH A1307 -4.863 14.683 -20.193 1.00 23.28 H +HETATM 4675 O HOH A1310 -7.035 2.198 -22.168 1.00 28.39 O +HETATM 4676 H1 HOH A1310 -7.249 2.734 -22.991 1.00 28.39 H +HETATM 4677 H2 HOH A1310 -6.202 2.562 -21.741 1.00 28.39 H +HETATM 4678 O HOH A1319 -24.975 8.619 -9.410 1.00 28.29 O +HETATM 4679 H1 HOH A1319 -25.977 8.575 -9.470 1.00 28.29 H +HETATM 4680 H2 HOH A1319 -24.615 7.682 -9.428 1.00 28.29 H +HETATM 4681 O HOH A1322 9.260 15.797 -22.620 1.00 33.09 O +HETATM 4682 H1 HOH A1322 9.238 15.995 -21.638 1.00 33.09 H +HETATM 4683 H2 HOH A1322 9.718 14.919 -22.770 1.00 33.09 H +HETATM 4684 O HOH A1323 -15.175 20.060 -25.940 1.00 37.91 O +HETATM 4685 H1 HOH A1323 -15.823 19.549 -25.369 1.00 37.91 H +HETATM 4686 H2 HOH A1323 -15.622 20.901 -26.256 1.00 37.91 H +HETATM 4687 O HOH A1325 -7.181 -8.809 -21.143 1.00 38.47 O +HETATM 4688 H1 HOH A1325 -6.991 -9.743 -20.831 1.00 38.47 H +HETATM 4689 H2 HOH A1325 -6.455 -8.515 -21.774 1.00 38.47 H +HETATM 4690 O HOH A1326 7.389 15.381 -18.526 1.00 32.26 O +HETATM 4691 H1 HOH A1326 8.315 15.733 -18.681 1.00 32.26 H +HETATM 4692 H2 HOH A1326 6.915 15.335 -19.410 1.00 32.26 H +HETATM 4693 O HOH A1329 -19.714 -6.468 -9.012 1.00 36.73 O +HETATM 4694 H1 HOH A1329 -19.884 -6.507 -10.000 1.00 36.73 H +HETATM 4695 H2 HOH A1329 -18.743 -6.288 -8.854 1.00 36.73 H +HETATM 4696 O HOH A1330 4.141 19.654 -16.124 1.00 36.06 O +HETATM 4697 H1 HOH A1330 5.109 19.392 -16.168 1.00 36.06 H +HETATM 4698 H2 HOH A1330 3.830 19.606 -15.174 1.00 36.06 H +HETATM 4699 O HOH A1333 4.982 16.327 -16.962 1.00 30.05 O +HETATM 4700 H1 HOH A1333 5.483 17.156 -16.704 1.00 30.05 H +HETATM 4701 H2 HOH A1333 5.635 15.674 -17.353 1.00 30.05 H +HETATM 4702 O HOH A1339 -8.401 9.401 -34.311 1.00 35.17 O +HETATM 4703 H1 HOH A1339 -8.558 8.457 -34.614 1.00 35.17 H +HETATM 4704 H2 HOH A1339 -8.352 9.426 -33.310 1.00 35.17 H +HETATM 4705 O HOH A1344 -1.246 -9.880 -2.385 1.00 46.63 O +HETATM 4706 H1 HOH A1344 -2.115 -9.784 -1.894 1.00 46.63 H +HETATM 4707 H2 HOH A1344 -0.512 -10.016 -1.717 1.00 46.63 H +HETATM 4708 O HOH A1346 -2.546 14.870 -33.057 1.00 40.94 O +HETATM 4709 H1 HOH A1346 -1.902 14.222 -33.475 1.00 40.94 H +HETATM 4710 H2 HOH A1346 -2.400 14.877 -32.065 1.00 40.94 H +HETATM 4711 O HOH A1349 -15.113 -20.319 -14.132 1.00 44.85 O +HETATM 4712 H1 HOH A1349 -15.777 -20.591 -13.428 1.00 44.85 H +HETATM 4713 H2 HOH A1349 -15.496 -19.565 -14.665 1.00 44.85 H +HETATM 4714 O HOH A1350 -21.241 18.275 -13.756 1.00 31.90 O +HETATM 4715 H1 HOH A1350 -21.949 18.493 -14.431 1.00 31.90 H +HETATM 4716 H2 HOH A1350 -20.384 18.717 -14.034 1.00 31.90 H +HETATM 4717 O HOH A1352 -12.770 -28.593 -8.238 1.00 61.97 O +HETATM 4718 H1 HOH A1352 -11.940 -28.665 -8.798 1.00 61.97 H +HETATM 4719 H2 HOH A1352 -13.089 -29.522 -8.039 1.00 61.97 H +HETATM 4720 O HOH A1353 0.753 -1.961 -23.720 1.00 67.38 O +HETATM 4721 H1 HOH A1353 1.280 -1.741 -22.898 1.00 67.38 H +HETATM 4722 H2 HOH A1353 1.234 -2.673 -24.233 1.00 67.38 H +HETATM 4723 O HOH A1356 -12.183 -25.973 -15.343 1.00 59.40 O +HETATM 4724 H1 HOH A1356 -12.353 -25.498 -14.476 1.00 59.40 H +HETATM 4725 H2 HOH A1356 -11.675 -26.817 -15.157 1.00 59.40 H +HETATM 4726 O HOH A1360 0.186 23.081 -25.812 1.00 35.26 O +HETATM 4727 H1 HOH A1360 0.760 23.841 -25.494 1.00 35.26 H +HETATM 4728 H2 HOH A1360 -0.066 22.506 -25.030 1.00 35.26 H +HETATM 4729 O HOH A1361 6.492 16.072 -23.950 1.00 37.72 O +HETATM 4730 H1 HOH A1361 7.475 15.916 -23.823 1.00 37.72 H +HETATM 4731 H2 HOH A1361 6.255 15.954 -24.918 1.00 37.72 H +HETATM 4732 O HOH A1362 -12.299 4.648 -36.322 1.00 42.24 O +HETATM 4733 H1 HOH A1362 -13.007 4.928 -36.975 1.00 42.24 H +HETATM 4734 H2 HOH A1362 -12.726 4.127 -35.581 1.00 42.24 H +HETATM 4735 O HOH A1364 -16.446 24.494 -21.075 1.00 34.81 O +HETATM 4736 H1 HOH A1364 -17.058 23.972 -21.679 1.00 34.81 H +HETATM 4737 H2 HOH A1364 -16.735 25.452 -21.068 1.00 34.81 H +HETATM 4738 O HOH A1366 -15.941 9.353 -41.405 1.00 52.63 O +HETATM 4739 H1 HOH A1366 -15.091 8.827 -41.524 1.00 52.63 H +HETATM 4740 H2 HOH A1366 -16.453 9.327 -42.264 1.00 52.63 H +HETATM 4741 O HOH A1367 -16.053 4.806 -35.554 1.00 51.77 O +HETATM 4742 H1 HOH A1367 -15.366 4.407 -34.941 1.00 51.77 H +HETATM 4743 H2 HOH A1367 -15.611 5.066 -36.416 1.00 51.77 H +HETATM 4744 O HOH A1374 -11.258 22.843 -15.256 1.00 45.38 O +HETATM 4745 H1 HOH A1374 -11.414 21.917 -14.904 1.00 45.38 H +HETATM 4746 H2 HOH A1374 -11.922 23.020 -15.986 1.00 45.38 H +HETATM 4747 O HOH A1379 1.460 25.653 -25.134 1.00 53.63 O +HETATM 4748 H1 HOH A1379 1.558 25.650 -24.132 1.00 53.63 H +HETATM 4749 H2 HOH A1379 1.812 26.519 -25.489 1.00 53.63 H +HETATM 4750 O HOH A1381 -10.785 -4.363 -35.468 1.00 52.69 O +HETATM 4751 H1 HOH A1381 -10.882 -4.287 -34.472 1.00 52.69 H +HETATM 4752 H2 HOH A1381 -9.819 -4.506 -35.690 1.00 52.69 H +HETATM 4753 O HOH A1382 11.586 21.266 -17.552 1.00 44.12 O +HETATM 4754 H1 HOH A1382 12.072 22.022 -17.992 1.00 44.12 H +HETATM 4755 H2 HOH A1382 11.771 21.284 -16.568 1.00 44.12 H +HETATM 4756 O HOH A1388 -20.268 13.044 -1.959 1.00 51.68 O +HETATM 4757 H1 HOH A1388 -19.953 13.996 -1.925 1.00 51.68 H +HETATM 4758 H2 HOH A1388 -19.556 12.459 -1.568 1.00 51.68 H +HETATM 4759 O HOH A1394 -8.203 1.938 -4.105 1.00 43.33 O +HETATM 4760 H1 HOH A1394 -8.463 1.333 -4.861 1.00 43.33 H +HETATM 4761 H2 HOH A1394 -8.767 2.767 -4.151 1.00 43.33 H +HETATM 4762 O HOH A1396 -27.765 -2.906 -18.989 1.00 50.68 O +HETATM 4763 H1 HOH A1396 -27.731 -1.905 -18.908 1.00 50.68 H +HETATM 4764 H2 HOH A1396 -27.014 -3.284 -18.440 1.00 50.68 H +HETATM 4765 O HOH A1397 -30.874 11.872 -15.139 1.00 52.33 O +HETATM 4766 H1 HOH A1397 -30.767 11.983 -14.146 1.00 52.33 H +HETATM 4767 H2 HOH A1397 -30.470 10.998 -15.416 1.00 52.33 H +HETATM 4768 O HOH A1400 -36.880 -3.993 -33.716 1.00 50.72 O +HETATM 4769 H1 HOH A1400 -37.147 -3.437 -34.504 1.00 50.72 H +HETATM 4770 H2 HOH A1400 -37.524 -4.752 -33.618 1.00 50.72 H +HETATM 4771 O HOH A1401 -24.206 -1.279 -35.770 1.00 53.88 O +HETATM 4772 H1 HOH A1401 -23.632 -1.063 -36.562 1.00 53.88 H +HETATM 4773 H2 HOH A1401 -25.118 -0.889 -35.914 1.00 53.88 H +HETATM 4774 O HOH A1406 -1.292 8.841 -35.635 1.00 44.73 O +HETATM 4775 H1 HOH A1406 -1.662 8.240 -34.923 1.00 44.73 H +HETATM 4776 H2 HOH A1406 -0.648 9.487 -35.214 1.00 44.73 H +HETATM 4777 O HOH A1412 -0.946 21.652 -15.116 1.00 53.19 O +HETATM 4778 H1 HOH A1412 -1.600 21.432 -15.844 1.00 53.19 H +HETATM 4779 H2 HOH A1412 -1.078 21.016 -14.353 1.00 53.19 H +HETATM 4780 O HOH A1415 -23.399 -9.578 -15.048 1.00 55.01 O +HETATM 4781 H1 HOH A1415 -23.421 -8.698 -15.526 1.00 55.01 H +HETATM 4782 H2 HOH A1415 -24.267 -10.053 -15.194 1.00 55.01 H +HETATM 4783 O HOH A1416 5.715 22.275 -28.185 1.00110.14 O +HETATM 4784 H1 HOH A1416 6.698 22.109 -28.267 1.00110.14 H +HETATM 4785 H2 HOH A1416 5.253 21.393 -28.063 1.00110.14 H +HETATM 4786 O HOH A1417 -27.286 10.455 -33.143 1.00 53.90 O +HETATM 4787 H1 HOH A1417 -27.557 11.412 -33.288 1.00 53.90 H +HETATM 4788 H2 HOH A1417 -27.516 10.197 -32.205 1.00 53.90 H +HETATM 4789 O HOH A1419 -33.125 0.444 -35.100 1.00 58.72 O +HETATM 4790 H1 HOH A1419 -32.946 1.047 -34.319 1.00 58.72 H +HETATM 4791 H2 HOH A1419 -32.253 0.120 -35.472 1.00 58.72 H +CONECT 1 4 5 6 +CONECT 4 1 +CONECT 5 1 +CONECT 6 1 +CONECT 4654 4655 4656 +CONECT 4655 4654 +CONECT 4656 4654 +CONECT 4657 4658 4659 +CONECT 4658 4657 +CONECT 4659 4657 +CONECT 4660 4661 4662 +CONECT 4661 4660 +CONECT 4662 4660 +CONECT 4663 4664 4665 +CONECT 4664 4663 +CONECT 4665 4663 +CONECT 4666 4667 4668 +CONECT 4667 4666 +CONECT 4668 4666 +CONECT 4669 4670 4671 +CONECT 4670 4669 +CONECT 4671 4669 +CONECT 4672 4673 4674 +CONECT 4673 4672 +CONECT 4674 4672 +CONECT 4675 4676 4677 +CONECT 4676 4675 +CONECT 4677 4675 +CONECT 4678 4679 4680 +CONECT 4679 4678 +CONECT 4680 4678 +CONECT 4681 4682 4683 +CONECT 4682 4681 +CONECT 4683 4681 +CONECT 4684 4685 4686 +CONECT 4685 4684 +CONECT 4686 4684 +CONECT 4687 4688 4689 +CONECT 4688 4687 +CONECT 4689 4687 +CONECT 4690 4691 4692 +CONECT 4691 4690 +CONECT 4692 4690 +CONECT 4693 4694 4695 +CONECT 4694 4693 +CONECT 4695 4693 +CONECT 4696 4697 4698 +CONECT 4697 4696 +CONECT 4698 4696 +CONECT 4699 4700 4701 +CONECT 4700 4699 +CONECT 4701 4699 +CONECT 4702 4703 4704 +CONECT 4703 4702 +CONECT 4704 4702 +CONECT 4705 4706 4707 +CONECT 4706 4705 +CONECT 4707 4705 +CONECT 4708 4709 4710 +CONECT 4709 4708 +CONECT 4710 4708 +CONECT 4711 4712 4713 +CONECT 4712 4711 +CONECT 4713 4711 +CONECT 4714 4715 4716 +CONECT 4715 4714 +CONECT 4716 4714 +CONECT 4717 4718 4719 +CONECT 4718 4717 +CONECT 4719 4717 +CONECT 4720 4721 4722 +CONECT 4721 4720 +CONECT 4722 4720 +CONECT 4723 4724 4725 +CONECT 4724 4723 +CONECT 4725 4723 +CONECT 4726 4727 4728 +CONECT 4727 4726 +CONECT 4728 4726 +CONECT 4729 4730 4731 +CONECT 4730 4729 +CONECT 4731 4729 +CONECT 4732 4733 4734 +CONECT 4733 4732 +CONECT 4734 4732 +CONECT 4735 4736 4737 +CONECT 4736 4735 +CONECT 4737 4735 +CONECT 4738 4739 4740 +CONECT 4739 4738 +CONECT 4740 4738 +CONECT 4741 4742 4743 +CONECT 4742 4741 +CONECT 4743 4741 +CONECT 4744 4745 4746 +CONECT 4745 4744 +CONECT 4746 4744 +CONECT 4747 4748 4749 +CONECT 4748 4747 +CONECT 4749 4747 +CONECT 4750 4751 4752 +CONECT 4751 4750 +CONECT 4752 4750 +CONECT 4753 4754 4755 +CONECT 4754 4753 +CONECT 4755 4753 +CONECT 4756 4757 4758 +CONECT 4757 4756 +CONECT 4758 4756 +CONECT 4759 4760 4761 +CONECT 4760 4759 +CONECT 4761 4759 +CONECT 4762 4763 4764 +CONECT 4763 4762 +CONECT 4764 4762 +CONECT 4765 4766 4767 +CONECT 4766 4765 +CONECT 4767 4765 +CONECT 4768 4769 4770 +CONECT 4769 4768 +CONECT 4770 4768 +CONECT 4771 4772 4773 +CONECT 4772 4771 +CONECT 4773 4771 +CONECT 4774 4775 4776 +CONECT 4775 4774 +CONECT 4776 4774 +CONECT 4777 4778 4779 +CONECT 4778 4777 +CONECT 4779 4777 +CONECT 4780 4781 4782 +CONECT 4781 4780 +CONECT 4782 4780 +CONECT 4783 4784 4785 +CONECT 4784 4783 +CONECT 4785 4783 +CONECT 4786 4787 4788 +CONECT 4787 4786 +CONECT 4788 4786 +CONECT 4789 4790 4791 +CONECT 4790 4789 +CONECT 4791 4789 +END diff --git a/networks/ligand_networks_for_developers.ipynb b/networks/ligand_networks_for_developers.ipynb index c022ed8..4b15dcb 100644 --- a/networks/ligand_networks_for_developers.ipynb +++ b/networks/ligand_networks_for_developers.ipynb @@ -26,15 +26,7 @@ "execution_count": 1, "id": "3bc50f7a", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:root:Warning: importing 'simtk.openmm' is deprecated. Import 'openmm' instead.\n" - ] - } - ], + "outputs": [], "source": [ "from openfe import SmallMoleculeComponent" ] @@ -47,7 +39,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -104,9 +96,8 @@ "# It includes a parameter to remove the middle atom (if True) or the final atom (if False).\n", "\n", "import networkx as nx\n", - "from typing import Dict\n", "\n", - "def my_mapping_function(molA: Chem.Mol, molB: Chem.Mol, remove_middle: bool) -> Dict[int, int]:\n", + "def my_mapping_function(molA: Chem.Mol, molB: Chem.Mol, remove_middle: bool) -> dict[int, int]:\n", " # here remove_middle takes the place of whatever parameters your method takes \n", " \n", " # always be sure to consider the case that your mapping function fails\n", @@ -202,7 +193,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": 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", "text/plain": [ "" ] @@ -233,7 +224,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -338,7 +329,7 @@ "outputs": [ { "data": { - "image/png": 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dtqNCEQKAQDn+04S5Zfqw/6hXH7iuNZgNpgYXUKzUmTOLtHcvP/7Jrqv2jNdp4NIoAAhUTEwMwzCJiYkGg0Emk/Ed53aFFYaIt+Pzy/VGM3dza3U+lV4hfSWJpaTyJq9+JK5JrjGYF/2WbjSzb03uzU/iDgtFCAAC5e3t3a9fv0uXLp05cyYiIoLvOLdgOe6+FScKKgw3WzDnBJ3dQKUZtxwnkVPQ3RQ6g+QuRFStNy3ZdnlwgOs9g33sHrkDw6VRABAuh71NuPLPzAs5lTcvh178jQ4tptIMcu5K/R+goc/SoH9S91HEmiltB/01m6oLLAdq9ObHvzlTpTPzFr0DQhECgHA5ZhFqDOa3f0urri2z3JN0eh0RR6GP0f3f0dBZ1P9BGjidRi+ke74i5y5UmUPxHxJXc7zOyH66GzcLmwFFCADCZSnC+Ph4juOaPNhuforPMd+8L8jRqbVEHAXFUugMYm59atCtJ41ZTCIpFV2irJpRPxq9+fM9V82sA/2NHByKEACEKzAwsEePHkVFRRcvXuQ7C+WV6XecKnhrU+rrGy9U6/8+HSxOo/JMIoYGTrf+MreeFBBDRJTxV+02M8slppe1d+BOA4NlAEDQoqKiNm3apFarQ0JC7P/ZrxRo1Kml8Wml6tSSizlVVs5LC84TEbl2I+euDb5Ltwi6eoCKLhFntpwyag3mI5eKo/t5tFvwTgVFCACCFhMTs2nTpri4uFmzZtnh05lZ7lJOdXxaiTq19NDF4uvFuiZeUJlDROTavbFjXHsSEZl0pC0hlQ8RGc3cqWuVbZNYAFCEACBodhgvYzRzyVkV+84VWU7+SquNzXlxNRGRzKmxY2R/z5VqqLIUIREVlOtbklWQUIQAIGgDBw709PTMzMzMysrq2bNn3V1Xr141GAzBwcEM0+xpPCt1pmOXy2ove+qMDc4L0wSRhIiIbfTlrOnvg6U3X9f8zIKFIgQAQWMYJjIycufOnWq1+rHHHrNs1Gq1kydPvnz5skqlkkqlf/75Z5cuXZp8q9wyvTq1xFJ+p69VsC0Yiaoro+JUKrxAhRfojkfIf3jN2Z6+vLFX1e6Vu9Ru6+4lb/ZnFyoUYdNOnTo1d+7ca9euhYaGfv7554GBgXwlMeXm2HKYuaRI4t+jvcM0ZP/+/UuXLs26fr3c6EdDniGnxn58ZORr7BYMoCExMTE7d+6Mi4urLcL//ve/FRUVqampUql02rRpH3zwwWeffWb1tXVHu1y4UdWST68tocILlHeaCi9Q+XWiv+szP5n8h5N7LyKi0qtEHFEDJ3mlV4iIlJ4kd7NsEIkoLMCtJWEECY9PNMFgMNx///2TJk1KSEgICgqaPr2BEcztr/y3n/LmvWDLkden3aNRH2jvPFYVFhY+/fTT/3hmdlnUCrPCkxI/afz4OT9dfHdLuiM9wQVCVH/27S1btjz99NMymYxhmFmzZm3durV2l5nlzmdXrT6Q9ciXp31f2Nf79UNPrjq7+kBWM1qQY6k8ky7vocRPaPvTtPWfpF5Ol/dQeRZJ5OQTQiFTafxSGvRPIqIug4lhSFdKBRcafMOsOCIivyG1G1iW/jhbaDLjW8sm7XVGmJGRYTKZunfv7uRk5R5vWVlZfn6+Uqm87Yq8A9q9e7eTk9Prr79OREuXLvX19T137tzAgQPtHKN45Yryn9dxepvufrOa6vx5L3nPW+wy+ZH2DnYbHx+fr/4vccaqc9VGEfW9l3a/3NivsUR6I7ti55XL+ZoNzw/m8Y6G5cu1R48eKpWq/l7Ll6tKperRg7fzbGhX4eHhKpXq/PnzxcXFXl5eRJSdnR0QEGDZGxAQkJOTc+RiceLlMnVqqTq1tEzTnNEuFpyZSq9S4XkqvEB5Z8lQZ0inwp28gsnnDvIZQF79am4K1nLuQl2HUc4JOrOOYj+4fS8R5SRR3hkior731d28/3zRzO9T1j03CPcKm9ReRRgTE5Obm7tjx45JkybV3/vTTz/9+9//joiIOHbsWDsFaCvp6emDBw+2fKxUKvv27Zuenm7nIiz/v/9VbPqB02ltfwmr0xZ9uFjs21U1Mqb9gtV3+lrFjFXnap4Frswl5y6NtKBFtd68NSnvP57K5dOC7RHRmhEjRhQXF+/Zs2fChAn1965fv/61116Ljo52tIm4oK3IZLLhw4cfPnw4ISHh/vvvJyKJRFKpNVjGef6lPm1kmTHvH23yi/l2Ji0VpdaUX+EFMhtu7lJ6kk8I+YSQzx3k2buJdx42iwpSqOgiHXmfRrxCSs+buzIP07EviYh6303e/W973fq4bFeV5MsneHg+smPBPULrWJ3WeCOLiCrzcmWs2fIxESnEovLrmbV/tAPTjevFny6x8VywLlanzX3z38wPf5KznW4VGEzsvSuSNJYWNBso5Uca8A9bXlitN3/xx9WwAJfwIH7ualgmo8ot018pqLln6e0ic1Xiu0NAYmJiDh8+vOuvgxWew9SpJVk6l+nLdnP9pERENy6QysfWFtSVUnFaTfMVp90cz0lEzn7kN4R8Qsg3lJx8mxHOpRuNfofi3qecJNr+NPmEkJMvmfRUnFoz13aPSAq3ft/kqz+veThJ3/1H32Z8OuHBt7p12qPqrMljiEheVJlZqrF8TETZ57PFK29krf+C13S2Mmh0m2e9tajLNHt/YpOO1B+QV3/qfZeNr9AazdO+Ot2uoRqjMRLR098l0+813xFfPXnHS3cH8JYH7M7yNOF3m/74riSWiKhLFF34PwqKJbGcUrdT4NjGXlyVd/O0r+5oF0ZMnn1qTvv8BpPMpbE3aZzfELrvWzq3ia4nUH7y3+/PkFc/6v8ABYxupKff25LuJBe/OSmo5Z+9s2teEWo0mpKSkq5du4rF4qaP7hRGuSiWZpcUGc3eUvEFjaHUxA5xcrgFPBsi44wPlR392GdypUhpv89amUNxS6nbCBr0z2ZfSurgDAZDQUGBr6+vA67yCo2LjIyUSCSmkstk0pNEToHjqOAcbXuaGBH5htCAKbcczbFUcZ0KL1LheSpIoerCm7skSvLuV1N+PiG1q+baTiUThwW6RvfzjAhy/3BnRsr1Sq3BTESk8qGIl2n4S6QpJH0FiaWk9G7iQfu/vbXpkptS8tydjj4mgy/NKMK33377u+++8/f3Lyws/OGHH+66y9Zf9ju0ALl0iqfz9LS8KFfF3jLNK13dVaKONNSWZZg7K1O2udlr0dGyTNo7l+SupC+npJVERKEzbrml0ZjGhtU4vrVr1y5evNhyF/ndd9995pln+E4EzeDs7Dx48OCTJ09ScSp1GUSMiEa8SuEvEMeSREFExJqo7Brlnak5+TPUGSPa+GgXG7gqJRG93WMHekUFew4PcpNLa37I3Bvm8+jK03vPFd1ckolhyMm3sSurrJHiV1DPaAoYXbuN4+jFdeddlJLHIv2bm00IbP0Py8vLy8vLy87Olslka9eunTNnTnJyctMv6xTe6+l1okqXqTdN93YZoOxgv+k7sfpxVefsV4RyFxrxyi1bLD9EbNKBW9BkMr3yyiuHDx8ODw9PSkoaO3bsE088IZHg1kNHEh0dffLkSSo8T10G1WxizVTc6GgXvzDyGUBuPVvw1dvVXR7dzzMq2CO6n0dYoKvViWAUUtHW14f9qM55beN5vYm1abnda0foejzdOEYyJ+o6rHYzy3FPfHtWJhFNjfBrbtROz9ZvVD8/v++//772j0qlTZfakpOTrY5HT0tLq/3YbDZrtc0YD9nedDodEZmJ09SZ0yhEJQtRyYhI0/hER/al5Vgi4ppKFai5RiZ7/QtLleQ/7PaNls9ueVrQrLdfGFuIFVT7A6j0ColqrvmnnSk/IMmwfJyent7k2zAMIxKJ0tLSwsPDNRqNSqVqwaRcwK+YmJgvvviC8s6QRxAVXqC8M1SaQbVPuTIicutZM9TTdxA5+bTgUwT5qizNd1eody8fKz8brXo82v/hEX6/HM39/mBWUka5WMzIxCKW47QGs1wiqtKbbqnhoDupIosu/B8deZ/GvUe+obV7zCw34+szLophEwa1JHwnxjRrOcpffvlly5Ytp0+f3rJlS+OPEPj7++fm5jb+bpbHJ3777bepU6fansEORCIR60iF1wjm5n35joBhyNEenr/nK/IIot+mk76JqfqbfHxi06ZNM2bMmDBhwuXLl3/88ceICHudhUOrXbp0Sa1W792799dff71lh1hGXn3JZ2BN/0ltra5aEjEzuKerpfzGhXh5u7T2khLHUU6ZrqjSoJCKu3konOTiWWtT1hy8fttRdPxruvwHSVU0fil53fJgkkom/vOtCKzQVFfzLt0MGTJEqVRWVFSsXLly1apVTR4/adIkqxOSpaSkHD58uCaBRGL1oXu+mM1mnU4nZkjm8L/Rc0Q6lmOIFKLGozJakQNc0TXrieNILCeH+odl6tzx7T6CVDW3Xkb39xzUs2aM39mzZ5t8glCn03366afvvfdeYGDgypUrX3311YMHDyoUtl8WBrsym82XLl2Kj4/ft2/foUOHCgsLb9ntE0L+w8n3DvIKrjuNtY2c5OIhAa6Wy55jBni27XM4DEPdPBTdPG5+aa16ZmCl1vTL0bonHgwN/zeZtHTtEB16h2I/JLebQ6A1BvOkj5MOLBgxNBBzsNVo3hmhRWZmZq9evaqqqqxe9rSwnBE29ED9N99847AP1G/btm3KlCmxbqpVvZvzoA8fykxseHKWm1h0cnBjg8Euy7tO7LXQbqkatPtFKsuke78m90C+o9RjOSMct4S6DrVsqPv4xBdffNHkA/U7dux4+eWXr127RkRmszkgIODrr79+4IEH2j862Eqj0Zw6dSo+Pl6tVqvV6rKymwu4+/n5hYeHR0dHJyYmbt++nYY+S/0fbNab+7rKInq7R/fziAr2jOjtJpPYdUid0cxN+ezkrtMFt2zlWIr/kLLUpHCn2A9vW9HQx1V2eOHIAd2cCWw/IywoKPjvf/87d+5csVickpLi5uaGAeJ2VmIyn6zSj3dTiZtzQsURc06BicHana+vb0VFRVFRkbe3d3l5uUaj8fHBbRj+VVZWHjt2TK1Wx8fHx8XF6etMTBEUFBQVFRUdHR0VFRUSEmK5p7t+/frt27dT4TlbirDuaJehgW48XumQipnNr4Td+9GJQxeLb25lRBQ5l4xayj1JBxbSXR/VHWtaWGG4+4PjR94Zafutyk7M1iJUqVQnT57s2bOnv79/ZmbmmjVrMCLObspM7Iqc0gPlmkKjOWVIgLI533DVYvkB59Cmj4PWGTFixPPPPz948OCBAweeP39+1qxZkZGRfIcSqNzcXMs5X3x8/OnTp2vv94vF4pCQEEvzjRs3zurMsZbH6qngfEMP8wT5qmIHekcFe4zu7xnoY8fHc5uilIm3zxkWu+xY0pU6CzaJJBSzgA69TQXn6cACuusjUty8NZhdortr+fG4d0Z1dRf6gk22lpmzs/PmzZtLSkrKysp69OghlTb7ujm0mFLETPJwmt/NY8jZZk/tJubYg072niJcmJYtW/bOO+/k5OT4+Pi4uLRiDhFovitXrliaT61WX7hwc5UGqVQaFhYWGxtrOfnz8GhihEhQUFD37t2zs7Op4oblWmLd0S7j7/DycnbcK2GuSslf8yPGvX/sTGbFza0SOY1ZRPvnU0kGHXibYpfXneAmI19z9/Ljh94e4ch/Lzto3lmdp6enp6eND0dDm5GLmFEuCi3b7Lu5OpF0vfsYhxgpIwwKhSIoCBNZERENGTJEp9P9/PPPYWFh9fd+9913n332WUxMTN2HspqlkdEuLi4uI0aMsDRfdHR0c4csRUZG/vrrr3fIMqc/PH50f8/hQW5KWYeZSMtdJf3zrYjR7yWm5lbf3Cp1onFLaO88KrtKhxbT+PdJcvNc9lx2Zeyy4wcXjnBXCff0Bpc3rVNFj+310098pyAiMhXm33jyQbZFj1qq3F3n/7ziP0o73QMwmbmodxMzCjRs8ztbKRPvmTc8tNeOh60AABZOSURBVAc/J1J99shK9PR/r4aNj62ZL0nVcX72OabU1FSdTqfRWF94uaioKDU1tblrXNcd7RIXF1defvMaYNeuXYcNGxYdHR0bGxsWFiZqxfRPMTExv/766zDn7IUP9mnxm/DI11W2d/6ImPcSM4vq/NCQu9H492nfm1R0iQ4vobGL6879diaz4r4VJ/56K8JJLtAvexShdYxEKnJ1iLHFMlc3n0UfFyx+gxr4mdIQRqHs+un3Cm+7/i12vhEe/nZ8pdbU9KF1OMnFSx4OHt2ft4sNlruuzgqJh5Nwfyl2TBUVFcePH9+3b59arT5x4kRDo13uuOOOtvqMltuEHXrJrR5eir3zI0YvOZpXVmfVGpU3jV9Ke9+k/LMU/wFF/6fuVHAJaaVTPju5Y0547exugtJeRZiamsqybEMPCM6cOXPGjBkYbmMj57vuNRUXaL/4wPaXMEpll6VfKkKtXJVqV8Fdnfa8OXziR0lVOpOND+Y4KcQvxga8fk+vdo7WmKtXrzby5frCCy889dRT+HK1m5ycHMtpX0OjXWJjY8eOHdtO43JDQ0Pd3d2vXr16/fr1jrsUc18/pz/nRYxberSkqs4aws5dadz7tH8eZR+jo5/TqDl1H+rdm1L06Mozv74SJmnWwPROob2+txsfLCCTyfD0RbNURcdqtUY6OivbYPKSiDwljV3BEHl4dv30e8WgoXaLV1dksMfRdyPvW5GUWahtsgrlUtFnMwY8O57nSfHx5cq72tEue/fuvXr1au12lUoVFhZmOe2LiYlxd3dv7yQikSgyMnL37t3x8fHTp09v70/Xfgb1dNk9d3js8mO3zFDqHkDjl9H+t+jaQRJJaOSrdQfHbj2R96/vk9c9N8jqxKedGH7J7RjefPPNtLS0sAH95167Mt5N9UrXxn4c9Pz1T7Gnt92y1RfSzfnSijGes/ZqDE3MEfzdM6FPju5mn1TgmFatWrVgwYKSkpLaLV5eXpbai46OHjZsmP3HqMfExOzevTsuLq5DFyERjejjvn12+H0rknTGOnNGegTR2HfpwEK6spekKho2q+5LNsTdcFVKvnqyzS41dwgowo7hp59+IiLD5dTr0yY2ebBIxf+UdXKpSCETNVmEXdxwpiV07u7ullVOLad90dHRrRzt0nqd4DZhrfF3eP3yStjUz08ZzXUu0HgPoNEL6dC7lLqd5K408Ja+X/lXpoeT9L2pwbe/V+eFIgSA9nL33XdbrTSD4eZ6Rvfdd19mZmbPng60Zmx4eLhCoTh37lxJSUkneGBs8tAuP78UNu2r0+a6w7n9wihqHqmXU/JGEstowEN1X7Jk62UnuXje/b3tnZUnQhwgBAAtc+nSpR9++GHbtm2W1cqa5OLi4mFN3XXcXFxcHKoFiUgul0dERHAcl5CQwHeWtvGPCL/vZ4befuOvxyga+SoxDJ3+L13ec9tL5v+Sump/s2fw6KBQhABgk1WrVt1zzz0XL15cvXp1RESELcuI/vbbb1nWzJ071w6BWyM6OpqI1Go130HazNNjun/2eMjtW3vdScOeI+Io6WvKPFJ3D8fRi+vOrTucbb+I/MGlUQCwiYuLS1xcXPfu3VmW7du3719//dWJl9foTLcJa706MbC4yrBk6+VbtgbfT4YqSv6REj8hqZL8h9fu4Th6dk2Ki1LS6Re1xxkhANhkxowZ3bt3JyKRSOTh4WEyNW/ahI4lMjJSLBafOHGioclxOqj3pga/cV+9WQAHPkohU4k1Udwyyk+pu8eyqP2es4W3v6RzQRECQPNcvHgxIyNj9OjRfAdpR66uroMGDTIYDElJSXxnaWMfPdr/2XH1JgoY8hT1vZfMBjryLhWn1d1jMLH/+PxUXGrJ7S/pRFCEANAMxcXF06ZN++ijjzr9goud8uooETEMffvMwOmj/G/bTMNfpN53k1FLBxdS6ZW6+zQG8/0fnzh5tZw6KRQhANgqNTV1zJgxTz311LPPPst3lnbXWYuQiMQiZsMLg+8L8711M0MRL1PPaJKqSHL7CoXlGtM9HyVduFFlt5D2hCIEAJts2bIlMjLy2WefffDBB69cuVJ3LphOyVKECQkJnfJuqGVR+7EDvG7Zyogo8g266xNy6UalGXRoEalvTnFcWGG4e/nxq4U1N01nz55977337tq1y56x2wmKEABs8u233/bq1Wvjxo2PPPLII488snHjxkYOXrt27fr164ODrc9OMnny5PXr1zv4QxRdunTp27dvVVXV2bNn+c7SLpQy8c654VHBty5WLJKSyouISF9BOSco73TdnTdKdXctP55TqiOihISEP/74IzMz036J2w0enwAAm+zdu9f2gx977LFG9oaGhoaGhrY6UbuLjo5OT09Xq9XDhg3jO0u7cJKLd84NH7/02OlrFU0fTUREGfma8UuPHXlnVLsGszOcEQIAWNeJbxPWcldJ98yL6O/vbPtLUnOrJ3xw3Nz89bcdFooQAMA6SxEeOXKEs3F1zY7J11W2Z97wHl4K219ypUBzy4oWHRyKEADAuj59+vj7+xcWFqanp/OdpX0FeCsPLBjp5377YFGrPJykf74V4SRvbFXUjgVFCADQoKioKOrsV0ct+nRR/fVWhKdzE6s/dnGTH1o4cmSfdl8h2Z4wWAYAoEExMTGbN2+Oi4v717/+xXeWdhfaw2X33OF3LT9eqfv7iRGjhnb/u/YAqVjk5qt8XC0iooyMDF5CtgcUIQBAg4QwXqauEX3ct80edt+KpJp1tjiWyq7V7jUSpRXzE6xd4dIoAECDBg0a5ObmduXKlexsQSxIRETj7/DaNnuYRMwQEcmc6dEd9OiOkLkHrxdVm+oYMWIE30nbDIoQAKBBIpFo1KhRRBQfH893FvuZMMhn/uS/l6dnRMN7exx5J7K7l0pcB68B2xiKEACgMZaro51pkV5bxPTztHwwdoDX/gUjvJxl/OZpV7hHCADQGKHdJqzLWSH+Y95whbSTnzJ18r8eAEArRUREKBSKlJSUsrIyvrPYm1Qs6vQtSChCAIDGyeXy8PBwlmUTEhL4zgLtAkUIANAEIV8dFQLcIwQAaEJMTMzy5csFVYS9e/detGiRUqls6ICZM2dOnDhx+PDh9kzVTlCEAABNiIqKEovFJ06c0Gq1jXRDZxIUFLR48eJGDpg5c6a9srQ7XBoFAGiCq6traGioXq9PSkriO4tDe+KJJ8L/1oEWr8cZIQBA06Kjo8+cOaNWq0ePHs13Fsd1+PDhdevWBQYGEpGfnx/fcWyFM0IAgKZhvEyTOI7Ly8uLiIgICgoKCgpSqVR8J7IVihAAoGmWE8GEhASz2cx3FgdVXFzMsuxbb711zz33LFmyRKfT8Z3IVrg0CgDQND8/v969e2dkZCQnJ4eFhfEdxxG5ubn99NNPgYGBYrH41Vdfzc/PX7lyJd+hbIIzQgAAm+DqaOOkUunDDz88fPjwoUOHLliwYOfOnXwnshWKEADAJijCxul0utrVei9fvty1a1d+89gOl0Y7DY6I4TuDFf31N2KqLw7TZCwzFGURLc/7X4VhQIKqX6JTPwODLz/oSGJiYkJDQwcMGMB3EAd1+PDhGTNm3HvvvTKZbMeOHb/88gvfiWyFn0QdCWc0NLyzTguybPtnadq40lMvZG3pYi4Xk1nGmj7ljEQ0SHstuCR3Wlk8Q9wG9zEi3R18xwSwVd++fZOTk/lO4bgmTJhw4cKFxMREjUazbNkyX19fvhPZiuE4ju8MjqWsrOzy5cseHh69e/du+mg70l9MyX3lGXNJUe0WM0cXtHoJwwxQ3rJUmCwo2O/zNdJuPeye8e9gJcX5814sOXtWadbXbrysM2pZtq9CphDVdLaOkcmcFN0//lY5PJKnpABNM5vN69atI6KpU6e6u7vXP+D48ePJycm9e/ceN26c3dNBG0ARdgyaI/vz/vMyp9ORDf9fjEjEqJz8v/2fPCTUDtluY7yemfOvqebycs5ksOVqLaNQes9d5PrgNDtkA2gBrVZreSTu/PnzISEh9Q944403Pvnkk+nTp//88892TwdtAINl6Pnnn/fz81uyZInVvWlpaX5+fn5+fnq93uoBdqA7cyJv/sucVrulqHJkyvV/Xc5v6MgJF26MTLl+rELDVlXlPP+YMeuaHWMSEZlLinP+NdVUWnKlWjMyJXtkynVDA809P7NoZMr1VXnlnE5btGJx9f4/7BwVAMACRUhlZWX5+fkVFRVW9xqNxvz8/Pz8fL5OndmK8rzZMzmdloi0LFdkNJeZG7wFWGwyFxnNBpYj4jiNJvfVZziTyY5hKf/NF8wVZcSyJo6KjOYio7mhf7ZyM1tkNFezLBFxOl3B4jdMuTfsGRUAwAJF6OiKv/qQ07ZkggaOY82F+eW/bmjzSA2pPrBHn3qeMxpb8FpWry9YtqDNIwEANAlF6NDMpSWVu7ayhhZelWW1mrLvv7TbSWHxlx+yGk0Ln+Iwm/WnjhuupLd1KACAJqAIHVrVnt+JadXTgZzZrD1mj+d/DemXzMUFrXkHzmSq2NZhHjwCgE4DzxE6tKr9uy13B1uM1WiqD+1TRbX7qG5N/CHO2KpTT85k1BzeS7MXtlUkgLb19ddf+/j41N+ekJBg/zDQhlCENTiOM1m7hMjvTPPGjDSr2xscglIfx+rPnWqzQA3Tnj1h9Xl/toG0Vv8CxtwczmRiJPiyBEf0zTff8B0B2gV+4tT45JNPPvnkE75T3Irj2MqK+nOnna3W9zudafvbmIqLmj6o1cx5uVa3h55pRlRGKjWXFkt8urRRKIC29Omnn3bv3r3+9o0bN+7YscP+eaCtoAhr+Pj4WJ0iVq/Xp6am2j8PERHHcsTUH3uiFDEBcqnVV6TrDOZ6p1pcw49btKGGhuT0U8qs3uS8YTBV1g/GMITF3sBRTZgwweoD9ceOHbN/GGhDKMIaTz755IoVK+pvP3/+/MCBA+2fh4hIJGakUq7ekNFgpey3ftandQ9Pzioz3d4uYifndol322exNvUUEW3p11UuslKFL14p+KtMc/tWk0Hk6tbm2QAAGoFRow5N0tW/9W8iDerT+jdpkiw4pJUDXIlIpFCJVE5tkgcAwEYoQoemGjmGEYtb8w4ipdIpamwbxWmMckS0qNWnnvKw4W0SBgDAdihCh+Zy34OMXN6ad+DMrNP4iW2VpxGqkdFkatXtPZGTk+v9U9sqDwCAjVCEDk1+x2BJt54tXnCXkUicYsaJvaw8+dTmGJnc5R+Ptaa2GYVKNSa2DSMBANgCRejofOa/L5IrW/ZaRiL1es1+E3h6PvsyI21hEYqUKp957zJijN4ChyMSiUJDQ0NDQxUKhdUD/P39Q0NDAwIC7BwM2gqK0NEpBg9znTpDpFA194UipcpzztsSfyuPPbUTkYtrl2Wfi5TWf1g0glEoVJFjnO68pz1SAbSSXC5PTk5OTk4OCgqyesDs2bOTk5M/+OADOweDtoKFeenkyZM3btzo06eP1SeEKisrDx48SESTJk0SiXj6vYFl8954XnNMnV1ReUlrcBWLhjtbL5sjFVojx4U5yb1cnN3+McPrdR7Wcyj7eV3p1ysqq6qPVumIaJybyuq/WrJGX2g0B8qlfdxcZMEh3Vb/xMhadTcUAKBlUIQdBGsu+mhx5c4trLbes3e3YxiFwmPWqx5PPmePYNZU7tpStHwhZ9A3+Sy/SKlUjhzdZdkXaEEA4AuKsCPRJB4pfH8+W1nOVldb2c0wIqVK4t/dd9EKeUio3dPdwph5peC9efrUC5xeR6yVOhQ5OTFSufebi50n3G//eAAAtVCEHQ3LVqsPVmz9WXfyOGfUM2IJEcOZ9IyTi9PIGJeHHlMOG8F3xJv0F1IqtvyvWn3QXFIsksuJI441EyNShIa5TpnuNH4iI7U+VxwAgN2gCDswtqLMXFlBRGJ3z9Y/zN6uOJ3WVFxIRCKlk9jTi+84AAA3oQgBAFolLy/voYce8vHx2b59O99ZoCVQhAAArfLwww+LxeKkpKSMjAy+s0BL4DnCWyQmJob/7f77HX0QR0pKyuOPPx4eHj5lypS0NOtL+PLr6NGjjz/++Lp162q3bN26dfz48aNGjVq+fDlrbRANQMeya9eu1NTUV155he8g0HKYyOMW6enp/v7+n3/+ORHJZDK+4zQmPT197NixixYteuedd/Ly8qyuF8qvxYsXJyUlVVdXnz9/3rLl9OnTTz311IYNG7p16/bUU08pFIrXX3+d35AArVFRUfHiiy9u2rRJIsHP0g4Ml0ZvsXz58sLCwk8//ZTvIE176aWXdDrdmjVr+A7ShAULFuj1+o8//piInn/+eZlM9uWXXxLRtm3b5s2bx9uixwBt4bnnnpNKpStXrkxKSpo+fToujXZQuDR6i7y8vDNnzkybNm3GjBnHjx/nO05jzp07FxwcvGDBghkzZmzcuJHvODa5ePHisGHDLB8PHTr08uXLRqOR30gALZaYmLhmzRpXV9cPP/xww4YNZWVljv+LKViF0/lbzJw5My0tbcCAAXFxcbGxscnJyYGBgXyHsi43N3fTpk2zZ88eOnTonDlz9Hr9zJkz+Q7VhMrKSpWqZtJUZ2dnlmWrqqo8PDz4TQXQMiqVatmyZXyngDaAIryFZY55IgoJCdmwYcO+ffsctl08PT1fe+21adOmEdGVK1e2b9/usFFr+fn5FRQUWD7Oz89XKBTu7u78RgJoscGDBw8ePNjycVJS0u7dux3/exCswqXRW6SlpVmGMhoMhhs3bvj5+fGdqEFDhw5Vq9WWj9PS0ry9vfnNY4sxY8bs3LnT8vGuXbvGjh3LMC1daxHAkfTu3furr77iOwW0EAbL3MRxXGxsbFVVVVRUVHx8vLe39++//y4Wi/nOZV16evrIkSOnTp1qMpm2bt165MiRgQMH8h3qFpcuXfrhhx+OHDliMpnGjx//xhtviESisLCwkSNHdu/efe3atbt27YqKiuI7JgAIHYrwFizLHjt27OLFi7169XL885WcnJx9+/ZptdrJkyd37dqV7zi3y8rK2rNnT+0fp02b5ubmVlpaunXr1urq6nvuuadPnz48xgMAsEARAgCAoOEeIQAACBqKEAAABA1FCAAAgoYiBAAAQUMRAgCAoKEIAQBA0FCEAAAgaChCAAAQNBQhAAAIGooQAAAEDUUIAACChiIEAABBQxECAICgoQgBAEDQUIQAACBoKEIAABA0FCEAAAgaihAAAAQNRQgAAIKGIgQAAEFDEQIAgKChCAEAQNBQhAAAIGgoQgAAEDQUIQAACBqKEAAABA1FCAAAgoYiBAAAQUMRAgCAoKEIAQBA0FCEAAAgaChCAAAQNBQhAAAIGooQAAAEDUUIAACChiIEAABBQxECAICgoQgBAEDQUIQAACBoKEIAABA0FCEAAAgaihAAAAQNRQgAAIKGIgQAAEFDEQIAgKChCAEAQNBQhAAAIGgoQgAAEDQUIQAACBqKEAAABA1FCAAAgoYiBAAAQUMRAgCAoKEIAQBA0FCEAAAgaChCAAAQNBQhAAAIGooQAAAEDUUIAACChiIEAABBQxECAICgoQgBAEDQUIQAACBoKEIAABA0FCEAAAgaihAAAAQNRQgAAIKGIgQAAEH7f43zWL1GXS9+AAAAnnpUWHRyZGtpdFBLTCByZGtpdCAyMDIyLjA5LjMAAHice79v7T0GIOBlgABGIOYGYi4gbmBkU0gA0izMUJoJxmdk0AArJpfmBtrDyMTAwAw0jIGBlYGRjYGRnYGJg4GJk4GJi0GEQbwP6hYwADrowP4evV2LYQII9gF7BNvhwM9mG1Wo+H6QHBJ7PwMcwNgNqgg1Dg7IZiLptYepFwMAoUMjS8r6gX0AAAD0elRYdE1PTCByZGtpdCAyMDIyLjA5LjMAAHicjZJJDoMwDEX3OcW/ACghTFkyqVQVILW0d+i+91dtEDgIKcJhYTsvlu2PAtuzfXx/2C1plQJ04HPO4WO11moAO6i7231EM1f1lmmm9zi/YAyMxnKObDVPw5YxaBCZONNsiHSsV0+cjUyI3LMh0BJ4qWKKHpE935/AjMG95O6cwfwARgGyIFKmCYClDwY4R5y9sh7SpMeVYUg/Dwz12I3tQdRV5noaW5GZTyJaUgArivFtKrpwmMn2Ocxlx/y2kEVyWMq6DJVzshUOjT/8kjB+636jHG//MvnqD1TClKy3U8ITAAAAuXpUWHRTTUlMRVMgcmRraXQgMjAyMi4wOS4zAAB4nG2PMQ+CMBCF/4ojJKXptbTQY3TBxbgTBmMcSCQl2JEfL62mZ43D3b2X773hhn48FkM/lnH9l/sctqJSTLCuAq7TDfNWcXUiEJFMPJ98LKdOqpTs6t18Wd2Cgk/P07w8ptvkOew2kLPzd64QyAiUeVASq1HlTBHTWJMB1HlQEzNocmaINdiQkdjmwZZYizZnlphF+PkVvp4Fsb0Aoyh324GRCu8AAACbelRYdHJka2l0UEtMMSByZGtpdCAyMDIyLjA5LjMAAHice79v7T0GIOBlgABGIGYDYlYgbmBkU0gA0izMHGCaiZGRQQOsCBfNDdLPxMDADNTEwMjKIMIgHgQ1FAzYos2z9sse/GsL4hjHc9vzCX60A7GrPosfYEhM2Qdi329euD9y+Sl7EPt7muB+0/er9oPYSV0n7TfNkAOzxQAzyh2sXD1kHAAAAPJ6VFh0TU9MMSByZGtpdCAyMDIyLjA5LjMAAHicfZFdbsMgDMffOYUvUOQvIDw2SbVWVRNpy3aHve/+mr0qo5VQDQ+29fvb2ARwe5+v3z/wbzyHAIAvbq0VvgQRww3cgfH0dllg2o7jnpnWz2X7gAzJFHaeyeO23vYMwQQHjJW0YgGMxFJRzME/a1KG1bJJVZnM0YKD9DiBMxw4SlGW7KWZBTl3SHWSImcapADFNAgLd8DkoPXOpZbiEpGknDpkNtIKFU333plqotIBT8v8tIb7YsZ1mdti/HAb30NpU3qobRQPU3uwKSE/Nnss7fH+W+aHXxL7YnmqJ99XAAAAwHpUWHRTTUlMRVMxIHJka2l0IDIwMjIuMDkuMwAAeJxVzL0OgjAUBeBXccSk3txfSsvogou6EwZjHEgkEGXk4S04NAy9yTlfTtumu52LtumO20nvsBQE5tXUnRBKCkbe1QimqkwOQT1WIq5OGkgD+tQRS8C1YxCvvE2ZBblMHQGXVKlL31bC/6WVPnjvkomYiju6xzwO9884RYT+exmmd//sZ6AUV7mO8wssUg4UOQeMsl9JNo66N80m0fZm2XT5AUm7TnelWD3FAAAAAElFTkSuQmCC\n", + "image/png": 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"text/plain": [ "" ] @@ -359,7 +350,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -442,7 +433,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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"text/plain": [ "" ] @@ -463,7 +454,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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CjYJeVFRULF269OTJk126dPnTn/7Uu3dvqRO1l6bXCJ1OZ15enl6v1+v10uWCa4JToy04duzYU089tXjx4k8++WT79u3Lly+XJEZ1LX/P3zJfKM0oV0aaWa1AjX8iCwxby2oKVDFPXLpuwrvHLJxTkpyPP/54ZGjoh4N6P6yjP2SXFXGOZg62Hv1v8R8fFSy1AYvXiGC1lDz/VNnLzzlKisTa2voWvEoUhVqzs6qifOmioienCSaDFDE7gNGjR6vV6rfeeis9Pf13v/ud1WqVOlF7aVSEx48fT09PHz9+fI8ePV5++WVJo0HbtVcRXr58OTc31263e3zXYDDk5ua6TjIEufXr18+YMWP48OF9+vR57bXX3nvvvcBnKDXab3rp4KELVbViyyfoLAK762T5bYsPmazNlVA7+eif656+dCz81xP3hGvSNKrTFq6Zg0WHw3r0cMH0sZIUjGCuKZzxgOXwvlJTTQHnqHV6vn3OKogFnKPEaLL9crxg2hhnZXmAc3YI27Zte/311/v37//SSy+ZzeazZ89Knai9NDo1Om/evKeeeurUqVMnTpxYs2bNyZMnJU0HbdReRdi3b99u3bodOXLE47vvvPNOt27dnnzyyXb66n50/vz5AQMGuF7feOON2dnZPM8HMoCNF4a9nllYZbc7xFZ+iJUTLpTUjvr7UafQ2g/xC9HhqJ4/y1lcIHJ2XhRLeEeKuoXTyCJndxQXFD3zsOgIbG0LzqJnZ/L5eaLdPju7bOjpgv+r8jwx3WeyDj1dMOV8ichzjorSwieniZznX+/krH6GVFNTY7FYEhMTpc3TftxnhOXl5QcOHJg9ezYRpaamjh07dvPmzRLnu8LGCwaL159UmzZt2rBhAxGtX79+//79AcwVpHCN0LOKGi67zEJEVYaaGp51va6uJUEQzuRVhkdEBCzJq19eyi6z8l7mK97YeeFErvHNj37+07C4dgrWlOHf73E5WSLPE9GqYmMfnfr6EHWLHyXyPJeTVbHslajfB+4XI9MX/+EunPW10kSHw1FSWPnO32IX/qWdgnV0b7755tixY5OTk1s8Mj8/PzMzs+n4uXPn2iGXfzidzsrKyvqlHQUFBZGRkVFRUa53u3btevmylJe9K83cRwcLP/2x5Jf8GivvVLKMwyEkR2t/1y925pAuQ3pH1x9ZUFBQUlKycOHCvLy8Dn0HrL+gCD1bvOnC4pM/EBGVK+b+879z98URERnzSKkdsORnSaO1Vi0nvP5V/vCVM6Od5gB/6Y8ranZW137cq7XTAtFuM236yLTpo3ZN5ReizWba9nnktEdV13WVOkvQWbdu3datW/fu3duag9euXbt27drmj7HZbMePH09MTExISAgJCfFHxmtSXl4uCAJpo+Jn702K0qjNeWYrN3fjGX2oKlmvOVdostQ6s8ssXaK1amVAb7+otTsXb7qwdk8eQ0z9/QFOp0hE+ZW2D/cXfJFZnBqt/d9Z/Qdn6Ilo3rx5gYwX/HwrQpvNVl1dnZiYKKPn7CUMoPxD1Pt+IobyD1PiAKkD+UBgmI36ofMqArdgiBfFvxVUn7LYP+6VGK/qpEsOeEf1B2viX/l7o2Gn01lWVhYbG6tSqSTJJSGO455//vmjR4/u2bOnlUsLBg0a1L9//6bjRUVFu3btcr2+ePHiHXfc4Xqt1Wpdd2YmJycnJSU1fZGYmNjea8PrbmvQRlbX8tW1PHFq4qwrtp0kTSQR0X+PU2Tqjud+ICKtik3Wa5OiNPpQldsLTVKUVh+q0ocqk/Vaf6X6tcA8YumRKjNv5TyfNxJEMtucZ4tqR7x55A/D096cmsHK5wd46/hQhK+88sqaNWsSEhIMBsPGjRvvvvvu9osVRNJ/Rxe/or2LKSSW8g/RsL9JHcgHdkb1RdTtgSzCmZdKj5nt46JDVxQbiGhYpG5YpPS/yPuX6HTU7tlJi99wX1y4adOm+fPnd+vWLTs7+8UXX3RdN5IJjuPuvvvuEydOPPnkk//4xz+I6MEHHxw0aFDzHzVhwoQXX3yx6fiePXvqi1AQhFtvvbW4uLi8vNxqtRYXFxcXF585c8bjJ1Sr1XFxcfHx8YmJifHx8a4XrpGkpKS4uLi4uLhrXPvkukBI2ivLJNThlHgTnf2SBjxKpgIqOkr9H3a9Y+OF7DKL65KKR1oVqw9VeazJZL0mKUqTEKlRsC3X1bEc492vZ5ptTlFseEMAbyGnndThxF79V7ZwzjXf5uWVWz95dgC60F1r/1qUlJTk5+fn5+drNJp169YtWLDg2LFj7ZosWKhCaOQ/qPgYOWzU/xHSRbf8IcHEyIaUqqIS+ADdljkzLuLh2KvfkKmaTjo3Yln7hbOa3v3qB5599tkPP/xw+PDh586du+GGG2bOnBkMp/ICZsaMGTNmzKj/Y3h4uF8+7Y033vjjjz+6Xlut1urq6uLi4qKiIo8vSktLCwsLCwsLm/mEWq3W24RSr9d36dKl+c2VrhRh1NWhQU/RgTco53tycnTj7ym85YujLjZeKDbYiw32M4Ver1zoQ1Xe5pTJek1qjK7MZP/dG0fMNsfVEiz+mS7uoNJTxF9ZwRKVRl3uoN7jSR1GRLV2584TZS9+emHptIxWRpWD1hZhYmLi+++/73rNsqxW26p5/fHjxx2e7gbMzc2tf83zvLdVFpKouylU4MnhthYqaWDdC0cwLZASHERNojakdFp/UcSH26sCk+i3EY3/YlgEgYh4UXT9ryWYHvKrYRjFld+Lc+z8jzW2psdctHpYASKKIpd9yb0IGYa5dOnS8OHDrVarTqeT0bUDIrVaHYA7wHU6nU6nS05Ovvnmmz0eYLfbKysrmynL8vJym82WnZ2dnZ3t7au4TsB6K8tLly4REWndyjI8hUatIr6WFBr3uZdf1J2A9Y5lSCSqa0HRSZkrKHsPEZFKR3F9SaGm2jIy5JEhjy5+RUOXUEwGEdXanau+yR13c/xve+EJAHV8+y/36aefbtmy5fjx41u2bGnN8XPnzm3xmLVr17bmsEBiWFY89h4dk2DJoM8Ylk7+m07+29v7ZqKnA5nHO5ahtSXGtSVGqYNc9W63uDH6UNfrf5WZ/lVmau1H8ryzutJ9YP369ePGjfvyyy+Lioq2bdvm8XHS0K40Gk1ycnJycvL111/v7RjX+VVvc8qCggKTyeQ6AdvcV8r6hoqPky6adNGkDiNdDOn0pA6rex0a53rkUwA0WB517D3K3kOsim56nHqMJPbKyRhDDmWupMrz9P0iGrWSQhOIyMo7n3jv1JlldwUmZ/DzrQgHDhyo0+mqq6vXrFmzevXqFo+fOHGixxupMzMz65cYqtXq0NBQn2K0K7vd7nA4iFV1gMdLCg4SHMQqm/lVlCFSiQ6FKM2DZurxougQScmQKpimSkq3MLeGazO0HhZ7XOb4H4weJtzucz6n0/nWW28tWLDgpptuWrNmzXPPPbd//35/nR4EP9LpdOnp6enp6d4OMBqNJSUl5eXlZWVlrmuT9S/Ky8tzcnIcDofIW8l4mYzeV0oo1G412aQvQ+JI5e/T5lUX6cIOIqI7FtB1gxu8FdWN7vkbfTOfDHl07H9pyCIiEkUqqLLtO1t1V58Odq2nnfhWhBkZGRkZGTfccEOvXr2WL1+u0WiaP37u3Ll33nln0/ElS5bUF+HTTz/99NNBMmkhInrmmWfWrVtHNz9BPUdLnaUlx9+ns1/Sjb+nPhO9HRLmtK4pfO92y/lA5mpqRbFhRbFhdmLUH5OiWj5aCqOiQqfHeaiuXQZL0yJk1GpFdGz9Hw8fPnzixIk9e/awLDtp0qS+fftu3br14Ycfbt/E0A4iIyMjIyMzMjxfPxs1atTXX39Ntz9P0d3JWk3WSuLMZK0ia9XVFzYjOTkyl5C5xOuXUagbdmSjsgwnnZ6aPEaxORd2EomU0L9xC7ootTRwFu1dRIWZVFtOoXFEVGsX1u+9jCJ0aW0RlpaWvv/++wsXLlQoFCdPnoyKipLhPeISKztN6nCKSvPpgzhW2dNe1E6JZEsURXWPqz8r4+PjbTZbYWFhamqq2Ww2Go0dencC8KZu+UREF4pMo0jv34mc+UpHeipLSwU5uboRb1gVacI9Tyh1MaSLJm1kgxOwpSeIyHMLuiQOJE0E2U1UeorS7yEiQRS/+aXS6/Ey09oiDAsLO3XqVGpqakJCQnFx8YYNG7CdY+AUHaWT/6baUuo6lAY949OHxjlMsU7st+JnDKtQp/es/2OvXr1effXV2267LSMj49KlS1OmTLn33nsljBfkvvjiC47jvF0QueuuuyoqKoLzx0vj5RPeuK4XNoOrIZuBbEayGchWTTYj2aobjDhsdU3p7QQsw5ImknRRNHIl8RaqLSci0nf3+hUZhvTpVHKCjLn1Y9W1XK3dGaoJ+mtA7a+1RRgaGvrpp58ajUaDwZCSkiLVVkQyFRJPdy2h7G/I5tsqCK3ITTMcbKdQssWoVOGjH6CGP6kXLFgwd+7coqKimJiYsLBmfwjKXvNXT1UqVXDuTS+KYnl5OVHDu0bbRh1O6nCKSPV6gJMjzkxcjfcTsAayVZPoJIYh7spvuppmH/3oWvVvv3pHmEalKDHYuyfIaJ2PN771mesEejtFAa98PB1aTyEKD1Uf8G8WYBSKqBlPNR1XqVRpaW38LwXBz2Aw2O12UoWSouUn6F6r+tttvJ2AFRxkNxFfS0RXtw9r/k40hm1wMBHDUICfyx+0MLHz7K3pfR6bFRRnt97clrXqm7w27C8YqlH8fULf/kMOt0cqjwyffmj4cJ1o83WppchoQ6JmPB01dUbLx/qJaevnVf98R/R92zxWp4uc/rgyIak9UkEwc10g7Jqa9NGS28truBKDvdRoL6/hSo1cqdFeZuJKjfbml/35E6usa0qiq6dhuWa39uTMDQ4m4h1iVChu9SBCEXoTolbog+OvyOuTMw6cr/451+jTQwd0asWw62OeGd07kKsVomfNsR3PtJ38WbR7WJnuDaPRam8YED1rDgXwslDUw7NsPx22/HRYtPkSVa1Wdc/QPxlcy14hMFwXCLskJ97R7Dr06lq+qNpeXcsXG2xXXtiLqm2uF/mVVt7pl0mYePW2Uk04qcOJqyFTPkX38PoRrsuNEV3qBxiG4iPaf3bbEbRXEVZWVoqi6G19xaJFi1588UWFAhdpW6ZUMLsW3jLktR/PnGJb+dtmiIb9TXrk53+8KdBr9lg2cfl7RU9P5y6db+W8kNHq1N0zEt9ZH8gWJCJimIRla4tn/9529tTHvRIFscGaQnfDo0J+HZDGMsRoNKrUrsmrNzIK/PooR432pvfG9QTRZg6wcs5ig91bWRZW24yW1uzNyTR4HdeXCjOp6Bh19fIIaGMe1ZYSEcX1rR8blI7rXHXa61u6+SWGSqUSt9u0HuOwrhmnmXnAcqnKKFZdosjrmrlKoWLZx4akvvNIX6VCgqXrrC4kZf3nFW8uMm3fTM6Wvp8VyvARY2P//BqjluDXUkatSVr3UcWyV8w7NwtWO5HgceUWS6RhGVanCxk8LP6VZYwWj4yRqUZ707eZTq1Ijw9Jj/d6i4qVc16pRs9lWWK0N3rCNqXfS4WZdPkg9ZvqPue76vRnREQxvSiqm2sgTKt4dIinI2UJbdQBZGVlLVn0P2laqlLZK09soFvnUqjX78aptyetnOn1EVMBwKhUcYveFIxG895dzR8ZNuSeuMVLA5PKI0apjHvxr+GjJ1T8/RU+55LodIp8wyeLKpWsSqNITIxdsCTkNg+PhgD5cM0IA7BCVKdW6NSKZL325m6eD7DxQrmJe2PbxQ9+KLQ7BCKiLrdS3PVU/ivtf42G/oXC3LYCFUU6/Qnl7SOGoQGP1g+zDDP5NlzqroMi7AAGDBjw7bffEtHMdac+PFDQ/MFJ+hYe9xMYirj6nxdik5lW3YgiNihWnWv739TlP9u47Ivm73fZjvyXL7gs2u2MWq1MStHeckfY3cPdH64NsuWaEQbDfu5aFZsaowsY7k8AABF1SURBVF32UN/PfyyxmwUiIoal375A371EpgLa+QxdN5hiepFCQ7VllH+IjHlEDA18nBLqNoBkiP48rgdWENZDEUJ7a3q+MYgeN1pPnd4zOr0nzXpW6iAQpFp5jTBgQjWKf88e8OC7P9fdUh4SR8PfplP/pqzdlPM95Xx/9dCoNBrwGCVf3SFSJApRB+O3oVRQhAAALfPXNUI/uu/GuD+PS1+6PbvW7iQi0oTTLbNp4KNU9ivVlpKTJ00ExfT0uHL/7a9yZt/bVSXFnQRBCEUIANCyYJsRuix6oKdKwb625dLVpcZKnfvk7ypRdF9xn19p+/zH4um/be1Owp1bMD7QDwAg2ARnERLRn8d13/HCoKQoTZjW+zW/3L2040mqvOA+tnR7VuO7T+UKRQgA0AKr1Wo2m7VabUREs8/zlMjdfWPyVgx795Hr+6aEaVRshK7JqT5DHtUU0ZlN7mO/5NfsOlUeuJRBDEUIANCCgK2daDOVgnl8aJdf/z6kcNWwTXNvGtSt4WL53uNJoaaCQ2TKdx9euj0roCmDFYoQAKAFQXtetKmYMPW9N8Sufazhmh9tFHUbRqJIZ7e4D+87W3X4YnVA8wUlFCEAQAs6UBG6DEqPHHZ9w92s+k4ihqWc7xttCLxsR05AkwUlFCEAQAuCcO1EixaObbhPb1gipd5BAk/nt7oP/9+xkjOF5oAmCz4oQgCAFnS4GSERDb8h9qauDa8UXj+FiKGLX7lv2CSKtPwruU8KUYQAAC3oiDNCInphTMPHlerTKfFG4i106Wv34Y0HCvIrfdiPrPNBEQIAtKAjzgiJaNKtST0SGm5z0fdBIqJzW8h59fnyvFNc+U1uQJMFGRQhAEALgn/5hEcKlnnuvoaTwsSBFN2DbIYGDyMlWrfnssHSyg1POyEUIQBAC4Jn6wlfPTY0NTGq4Y40fSYSEZ3ZRKJQP1Zjc6zbczmw0YIIihAAoAUd9NQoEWlV7Jx70xoMXTeYwpPJXEz5h9yH392Va61/YKnMoAgBAJrjcDiqq6sVCkV0dLTUWdpi9r1p4Vq3h64xLPUeT0SNnrhWarRvPFAY2GjBAkUIANCc8vJyQRBiY2MVig65k60+VPXEsIY7MaXfS1o9VV2k0pPuw3/fke0U5PgcbhQhAEBzOu550XrzR3VTK91+2ivUlDGWqPGkMLvM8uXRksBGCwooQgCA5nSCIkzRax+6o+HWg73GkCqUin+mqgbP3f7bVjnuzYQiBABoTgddTd/IwrHprNvGvKQKpR4jiIjONpgUnsgzfX+mMrDRpIciBABoTieYERJR7+SwMQMbdnnGeGKVdPkg1RS5D8twbyYUIQBAczrHjJCI/uf+ho/hDomhrneTKNC5/3Mf/vaXimM5xoAmkxqKEACgOZ1jRkhEt/aIGpyhbzDU90FiGMr+lmwNdiVctiM7oMmkhiIEAGhOB32+mkeN92aK6EIpt5KTows73Ic3HSm5VGoJaDJJoQgBAJrTcZ+v1tToAfH9uoQ3GLp+ChHRhR3EW+vHnIK4/CsZTQpRhAAAzek0p0aJiGHohTHpDYZielH89cSZKWuX+/CGfQUlBntAw0kHRQgA4JUoiuXl5UQUFxcndRb/mHZHclqsrsFQ30lEROe2kOCoH7Pxwqpv8wIbTTIoQgAAr6qrq3mej4qK0mg0LR/dEagUzLz7ujYYSh5E+nSyVFLuD+7Dq77JNVocJAMoQgAArzrTedF6T9x9XWy42m2Aod4PEBGd+YLcnitjtDje/yE/0OGkgCIEAPCqUxZhqEYxu9HeTGlDKDSeTAVUeMR9ePlXOZxDoM4ORQgA4FWnWU3fyB9HpIVq3DbTYJV1k8JfP3M/rLDa9tF/i6izQxECAHjVKWeERBQTpn70ri4NhrqPIE0EVZ6n8l/dh5duzxI6+3O4UYQAAF511hkhET0/Kl2pcHsMt1JDvcYQNd6b6Xxx7fafywIbLdBQhAAAXnXWGSERdY3TTb41qcFQxjhS6qjwKBkaLJz429ZO/hhuFCG0C0dxgV+OAZBWSEhIYmJiYmKi1EHaxcKx3d23ZiJ1OKX/jkLjyFblftiRLMOB81XUeTFiZz/56yue53meV6vVSqVS6iyNzVx36sMDbuUhOEhwkkJJzNWL3n8ak750Wm8Jwl0h2qxli+ab9+0h59UVSA5R5EVSMaR0/7ZTKMPuuifu1eWsLkSCoABAdN/fj+46WX71z7yFlBr3HykuowfG71gwKKDJAijoftYHXlVVlSAIkZGRKpWKiFQqleuFi9Vqra2tVavVERER0mWsw1lMZDeRKoRYJRERq6x74eLkyGGzW2qkikdEgrmm8LEH+fw8E8c5RTFUwaoZhoiUDKN0a0BOFGudgsIpMAd/4GY8kPLBJjYs3OsnBQiUI0eO8Dzfr1+/yMjIpu8WFhbm5ubq9fq+ffsGPls7WTg23a0IRSr9hYgooT+pGjx95qsTZSfyTCpzflZWVmpq6sCBAwMdtD3h1Cj16dMnLi7uu+++8/juqlWr4uLiJk6cGOBUHu14YxptnkaFmZ7fzv6WNk/74s0nAhvKjeAsmjODz88VOfu0CyW3nMrfUVXr8cCd1bW3nMqfdqFE5Ox8fm7RnBmiUxYPsIAgN2rUqMGDBx85csTjuxs3bhw8ePD8+fMDnKpdDe0Tc3vPK3sziQLtf5X2v0q1pY0OE0Va/lXOe++9d//997/77ruBTtnOUITgN1XrV3EXz4kc59NHiRzHXTxX/f7qdkoFAM1bMLpbaw779HBRjbVz/sKKIgT/cFaUGT9cJ9qsLR/ahGizGj9c56zo5LdoAwSn8YMS+qSEtXgY7xR/zjMFIE/goQjBPwwfvS862/4oJlEQDP9Z78c8ANBKLMPMv69Vk8LT+VLegtB+UITgHzXbvhB5306KuhM5rmb7ppaPA4B28MjglGS9tsXDHM7OucoARQh+wOfnCTbbNX4SwWbj8+Wy/xlAUNGo2Lkju7Z4WGy4qsVjOiIsn6hz4cKF6OjopuP5+cG3C0lNMVVe8DBeK9k1Ni7rAqtUOpuMF3COk7UeNrnOt3u45M4qlVzWeVVqWtO3AALpu+++KykpaTp+/PjxwIcJmKfvue6NLRcMrj/k7iWt3v3dbvEh91wfe6GgbL8U2dobirDO3LlzpY7Qaic2SJ2gMaehSnR46LYVxYYVxYZWfhLR4XBWd+anV0BHsXTpUqkjSCBCp3xi2HXLPiCixo8bJaIcovW7Ah8qQFCEdUaMGJGSktJ0/Jdffjl69Gjg83gUF6GuqaBhw4Z17dq16bvnzp07dOjQdbG6pm9J5ZYwbVeNh79juXbHUfO1nkoFaCezZs3q2bNn0/G9e/fu2tV524Bo7si0Za5XN0xXhsXekh45ckB8cpSm/oDPPvtsz549EqVrRyjCOvPmzRs5cmTT8WXLlgVPEbrMnj3b4wL/NWvWHDp0KPB5iEgRFc14eiLdpJiwCTEebsveUmVuWoSMUqnQx7RLPgBfTJ48+d5772067nQ6O3cRJkTWdd70qQ+++fTILtGNb585ffp0pyxC3CwDfqDu3kvwdGrUJ4LDoe7eyy95AOBaLBzbvWkLdmIoQvADVWoaq73WbxtWq8WdMgAQeChC8I/wcZMYlbrNH86o1eFjH/RjHgCAVkIRgn9ETX+cUbT9rxPDslEPz/JjHgCAVkIRgn8oYuMjZz7D6Npyzyqj1UXOeFoRG+/3VAAALcJdo+A3+sdmW/67jzt/2qcNKBi1Wt2zd/SsOe0XDKCVYmJiiEit9nySPyQkJCYmxuNWhZ0DwzCudSMajcbjAfHx8T179kxMTAxsrnaHHeobb8zbSFBtzFtdXe10OiMiIjx+o9psNrPZrFKpJPxGFcw1hY9P4vPzjBaL+8a8jdRtzMswkTqdKjUNG/MCgIRQhOBnos1atmh+7eF9orWFLZkYnS709rviX1vOaIPoIQAAIDcoQmgXlv/urVj2F2dlhWC3kbPhU0gVClajVcTExi5YHDJ4mEQBAQDqoAihHdlOHjN//7Xt6I98aZFotzEarSohWXvLbWHD7tPeeLPU6QAAiFCEAAAgc1g+AQAAPnjooYcSExO7d+/evXv3FStWSB3HD7B8omPjed7pdGqv+fFmgWQymYLhFlyAFu3bt0+pVP72t7+VOkhwKSoq2rhx4/Dhw6UO4jeYETYwb968uLg41286S5YskTpOc8rLy8ePHx8XF9erV69HHnlE6jiNCYLw5Zdf3nnnnRkZGfWDW7duTUpK6tWrV3p6+sGDByWMB9CiL774YvLkyTNmzJA6SNApLi5OSkqSOoU/oQgbKCoqeuedd7KysrKysv7yl79IHac506dPj4mJqaiouHz58j//+U+p4zT2888/Hzx4cNq0adYriyjMZvPMmTM3bNhQUlLy0ksvzZgxQxAEaUMCeGM0GhcsWPDXv/5V6iDBqKKi4rHHHuvWrdugQYNOnDghdRw/QBE2UFxcnJycLHWKluXn5//www9vv/22UqkkopCQEKkTNTZo0KDly5ffcccd9SNff/31dddd59r0cebMmWaz+ciRI9IFBGjOvHnzpk+ffuONN0odJBhdvHjx0KFDOTk5kydPnjp1qtRx/ABF2EBFRcX8+fN79ux5ww037N+/X+o4XmVlZcXGxr788stdu3bt16/f9u3bpU7Usry8vPpdvxUKRbdu3XJzcyVNBODZ3r17f/jhh5deeknqIEEqOjra9RyuyZMnnz9/3m63S53oWqEIGzh8+HBmZubFixfnz58/adIknuelTuSZwWCwWq2jR4++ePHi0qVLp06dWllZKXWoFgiCwLg9bo1lWZwahSBksVieeOKJlStXhoaGSp0lGBmNxnXr1rm+ebdt29a3b19vDybtQFCEDURFRbn+o06ZMqWsrKykpETqRJ4lJiZqtdr77rtPpVKNHj1aq9WeP39e6lAtSE1NzcvLc70WRTEvLy81NVXaSABNbd++vbq6eu7cud27d58wYcLly5dd5/PBxWKxbNmyJTk5uU+fPuvWrfv444+lTuQPIlxhtVpXrlxpt9tFUfz444+TkpJ4npc6lGdWqzU+Pv67774TRfHAgQNqtbq8vFzqUB4cP348NTXV9bqqqio0NPTo0aOiKG7bti0lJYXjOEnTAbQgMzOze/fuUqcIRlartaCgQOoUfoN1hFdZrda9e/e++uqr8fHxVqv1888/d92KEoS0Wu2KFSumTJmSmpqam5u7bt262NhYqUM1NmTIkIqKitLS0kGDBs2ZM2fmzJnvvvvu8OHDe/bsmZOT88EHH3jc7gMgeISGhvbr10/qFMFIq9WmpKRIncJv8Ii1xnieLy0tTUlJYTztHxRUeJ7PyclJSkoKDw/GPYwMBkP93y6dTuda9W8ymQoKCrp27RqEd7oCgDyhCAEAQNZwswwAAMgaihAAAGQNRQgAALKGIgQAAFlDEQIAgKyhCAEAQNZQhAAAIGsoQgAAkDUUIQAAyBqKEAAAZA1FCAAAsoYiBAAAWUMRAgCArKEIAQBA1lCEAAAgayhCAACQNRQhAADIGooQAABkDUUIAACyhiIEAABZQxECAICsoQgBAEDWUIQAACBrKEIAAJA1FCEAAMgaihAAAGQNRQgAALKGIgQAAFlDEQIAgKyhCAEAQNZQhAAAIGsoQgAAkDUUIQAAyBqKEAAAZA1FCAAAsoYiBAAAWUMRAgCArKEIAQBA1lCEAAAgayhCAACQNRQhAADIGooQAABkDUUIAACyhiIEAABZQxECAICsoQgBAEDWUIQAACBrKEIAAJA1FCEAAMgaihAAAGQNRQgAALKGIgQAAFlDEQIAgKyhCAEAQNZQhAAAIGsoQgAAkDUUIQAAyBqKEAAAZA1FCAAAsoYiBAAAWUMRAgCArKEIAQBA1lCEAAAgayhCAACQNRQhAADIGooQAABkDUUIAACyhiIEAABZ+383Y7weWBd97gAAAJ56VFh0cmRraXRQS0wgcmRraXQgMjAyMi4wOS4xAAB4nHu/b+09BiDgZYAARiDmBmIuIG5gZFNIANIszFCaCcZnZNAAKyaX5gbaw8jEwMAMNIyBgZWBkY2BkZ2BiYOBiZOBiYtBhEG8D+oWMAA66MD+Hr1di2ECCPYBewTb4cDPZhtVqPh+kBwSez8DHMDYDaoINQ4OyGYi6bWHqRcDAKFDI0v51shwAAAA9HpUWHRNT0wgcmRraXQgMjAyMi4wOS4xAAB4nI2SSQ6DMAxF9znFvwAoIUxZMqlUFSC1tHfovvdXbRA4CCnCYWE7L5btjwLbs318f9gtaZUCdOBzzuFjtdZqADuou9t9RDNX9ZZppvc4v2AMjMZyjmw1T8OWMWgQmTjTbIh0rFdPnI1MiNyzIdASeKliih6RPd+fwIzBveTunMH8AEYBsiBSpgmApQ8GOEecvbIe0qTHlWFIPw8M9diN7UHUVeZ6GluRmU8iWlIAK4rxbSq6cJjJ9jnMZcf8tpBFcljKugyVc7IVDo0//JIwfut+oxxv/zL56g9UwpSsalrxrQAAALl6VFh0U01JTEVTIHJka2l0IDIwMjIuMDkuMQAAeJxtjzEPgjAQhf+KIySl6bW00GN0wcW4EwZjHEgkJdiRHy+tpmeNw929l++94YZ+PBZDP5Zx/Zf7HLaiUkywrgKu0w3zVnF1IhCRTDyffCynTqqU7OrdfFndgoJPz9O8PKbb5DnsNpCz83euEMgIlHlQEqtR5UwR01iTAdR5UBMzaHJmiDXYkJHY5sGWWIs2Z5aYRfj5Fb6eBbG9AKMod9uyu8tZAAAAm3pUWHRyZGtpdFBLTDEgcmRraXQgMjAyMi4wOS4xAAB4nHu/b+09BiDgZYAARiBmA2JWIG5gZFNIANIszBxgmomRkUEDrAgXzQ3Sz8TAwAzUxMDIyiDCIB4ENRQM2P7Gnd1/9/OKXSBO6+OHe/XWcewDsR/6ux2I42KzA7FLivfs7xDbbw9it3nd28+UvX8/iP1kK6v9eR0IWwwAH0Agl0m8+zcAAADyelRYdE1PTDEgcmRraXQgMjAyMi4wOS4xAAB4nH2RS27DMAxE9z7FXMACRepjLmM7SIsiNtC6vUP2vT8qxnCUAEJJLYbSIyVSHcw+54/bLx7Gc9cB9M9SVfwIEXVXmMB4vrwvmLbTeOxM6/eyfSEhlozir+RpW6/HjseE3rtEISSPnhyR50FhwqzmMlY7955Y812JhJwbpOANvTjSIXF5QAFp0FbJYKB3ITNnQRHKQ44NMO5glpSC3lM0higNMhWSXGQWyjsoMbZKnpf5ZRD7aMZ1metozLn2b6HUJi0MtRULY31wyUR6vuy5tMXHfxXd/QHiCmLmDwHWnwAAAMB6VFh0U01JTEVTMSByZGtpdCAyMDIyLjA5LjEAAHicVY09D4IwFEX/iiMmpXmf/XJ0wUXdCYMxDiQSiDLy4y04NAxtes+577Vtutu5apvuuF35HJYKrBIxeFOjlciq5lSDRQSKmeUXs3ifIVoHIm5lAEghAmbKFmJwbNYihBi3ongib9Z9FMJGPDun/y9U1BzNYx6H+2ecEtj+exmmd//sZ4s5ruY6zi+rCUvARCVA4v0UF0dJ9k6K46R7p8XJ8gO5j07fFtzjzQAAAABJRU5ErkJggg==", "text/plain": [ "" ] @@ -506,7 +497,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -572,746 +563,26 @@ "id": "f3bce367", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: Matching sans\\-serif:style=normal:variant=normal:weight=normal:stretch=normal:size=10.0.\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 0.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralItalic.ttf', name='STIXGeneral', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmtt10.ttf', name='cmtt10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizTwoSymBol.ttf', name='STIXSizeTwoSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFourSymBol.ttf', name='STIXSizeFourSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmex10.ttf', name='cmex10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniBol.ttf', name='STIXNonUnicode', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniBolIta.ttf', name='STIXNonUnicode', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerifDisplay.ttf', name='DejaVu Serif Display', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmmi10.ttf', name='cmmi10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-BoldOblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-BoldItalic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralBolIta.ttf', name='STIXGeneral', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmss10.ttf', name='cmss10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-Italic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-Oblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-Oblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 1.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneral.ttf', name='STIXGeneral', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizOneSymReg.ttf', name='STIXSizeOneSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFourSymReg.ttf', name='STIXSizeFourSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralBol.ttf', name='STIXGeneral', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmr10.ttf', name='cmr10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansDisplay.ttf', name='DejaVu Sans Display', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniIta.ttf', name='STIXNonUnicode', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 0.33499999999999996\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUni.ttf', name='STIXNonUnicode', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizThreeSymBol.ttf', name='STIXSizeThreeSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizThreeSymReg.ttf', name='STIXSizeThreeSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmb10.ttf', name='cmb10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizOneSymBol.ttf', name='STIXSizeOneSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmsy10.ttf', name='cmsy10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFiveSymReg.ttf', name='STIXSizeFiveSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-Bold.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-BoldOblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 1.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizTwoSymReg.ttf', name='STIXSizeTwoSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-Demi.otf', name='URW Gothic', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansBoldOblique.ttf', name='FreeSans', style='oblique', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstQurn.ttf', name='KacstQurn', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Italic.otf', name='C059', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee.ttf', name='Sawasdee', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-Bold.ttf', name='Tlwg Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-Italic.ttf', name='Laksaman', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-Bold.ttf', name='Tlwg Typewriter', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst-one/KacstOne.ttf', name='KacstOne', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono.ttf', name='Tlwg Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-BookOblique.otf', name='URW Gothic', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-BoldOblique.ttf', name='Purisa', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-tamil-classical/Lohit-Tamil-Classical.ttf', name='Lohit Tamil Classical', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Suruma.ttf', name='Suruma', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Oblique.otf', name='Nimbus Sans Narrow', style='oblique', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Bold.ttf', name='Norasi', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-BoldOblique.ttf', name='Norasi', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansCondensed-BoldOblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=700, stretch='condensed', size='scalable')) = 1.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/chandas1-2.ttf', name='Chandas', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-Oblique.ttf', name='Tlwg Typist', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-gujarati/Lohit-Gujarati.ttf', name='Lohit Gujarati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-DemiOblique.otf', name='URW Gothic', style='oblique', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/LikhanNormal.ttf', name='Likhan', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifBold.ttf', name='FreeSerif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-BoldOblique.ttf', name='Umpush', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-BoldItalic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-oriya/Lohit-Odia.ttf', name='Lohit Odia', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-BoldOblique.ttf', name='Loma', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif-BoldItalic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-Demi.otf', name='URW Bookman', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-LI.ttf', name='Ubuntu', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Italic.ttf', name='Kinnari', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansCondensed-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 0.5349999999999999\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-BoldItalic.ttf', name='Liberation Sans Narrow', style='italic', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-assamese/Lohit-Assamese.ttf', name='Lohit Assamese', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Regular.otf', name='Nimbus Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari.ttf', name='Kinnari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/Padauk-Bold.ttf', name='Padauk', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-Oblique.ttf', name='Garuda', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-Light.otf', name='URW Bookman', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/pagul/Pagul.ttf', name='Pagul', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-Bold.ttf', name='Tlwg Typo', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoBold.ttf', name='FreeMono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifItalic.ttf', name='FreeSerif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Italic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Sahadeva/sahadeva.ttf', name='Sahadeva', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-malayalam/Lohit-Malayalam.ttf', name='Lohit Malayalam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/RaghuMalayalamSans-Regular.ttf', name='RaghuMalayalamSans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/kalimati.ttf', name='Kalimati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-BoldOblique.ttf', name='Waree', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-Book.otf', name='URW Gothic', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-Oblique.ttf', name='Tlwg Typo', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-BoldOblique.ttf', name='Tlwg Typewriter', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-ExtraLight.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=200, stretch='normal', size='scalable')) = 0.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/aakar-medium.ttf', name='aakar', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstPoster.ttf', name='KacstPoster', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree.ttf', name='Waree', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-Oblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 1.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstBook.ttf', name='KacstBook', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Bold.otf', name='P052', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Karumbi-Regular.ttf', name='Karumbi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-BoldOblique.ttf', name='Tlwg Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-B.ttf', name='Ubuntu', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerifCondensed-BoldItalic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Regular.ttf', name='Liberation Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/D050000L.otf', name='D050000L', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-devanagari/Lohit-Devanagari.ttf', name='Lohit Devanagari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Oblique.ttf', name='Norasi', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Keraleeyam-Regular.ttf', name='Keraleeyam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ttf-khmeros-core/KhmerOS.ttf', name='Khmer OS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-BdIta.otf', name='C059', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSansCJK-Bold.ttc', name='Noto Sans CJK JP', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Bold.otf', name='C059', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-BoldItalic.ttf', name='Norasi', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-BoldItalic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-Oblique.ttf', name='Loma', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoBoldOblique.ttf', name='FreeMono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/Rekha.ttf', name='Rekha', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Gubbi/Gubbi.ttf', name='Gubbi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-Oblique.ttf', name='Purisa', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-BI.ttf', name='Ubuntu', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi.ttf', name='Norasi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Nakula/nakula.ttf', name='Nakula', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/mitra.ttf', name='Mitra Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Gujarati.ttf', name='Samyak Gujarati', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-Th.ttf', name='Ubuntu', style='normal', variant='normal', weight=250, stretch='normal', size='scalable')) = 10.1925\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst-one/KacstOne-Bold.ttf', name='KacstOne', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 0.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Italic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Medium.ttf', name='Rasa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/noto/NotoMono-Regular.ttf', name='Noto Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansOblique.ttf', name='FreeSans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Regular.ttf', name='Liberation Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-BoldOblique.ttf', name='Sawasdee', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/MuktiNarrow.ttf', name='Mukti Narrow', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstNaskh.ttf', name='KacstNaskh', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Thin.otf', name='Manjari', style='normal', variant='normal', weight=100, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSansCJK-Regular.ttc', name='Noto Sans CJK JP', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Uroob-Regular.ttf', name='Uroob', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-BI.ttf', name='Ubuntu Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Regular.ttf', name='Yrsa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono-Oblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-RI.ttf', name='Ubuntu', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo.ttf', name='Tlwg Typo', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-BoldItalic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-BoldOblique.ttf', name='Tlwg Typo', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono-BoldOblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda.ttf', name='Garuda', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMono.ttf', name='FreeMono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Regular.otf', name='Gayathri', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter.ttf', name='Tlwg Typewriter', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-BoldItalic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Regular.otf', name='Nimbus Roman', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Bold.ttf', name='Liberation Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/openoffice/opens___.ttf', name='OpenSymbol', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Bold.ttf', name='Liberation Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-Bold.ttf', name='Laksaman', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/abyssinica/AbyssinicaSIL-Regular.ttf', name='Abyssinica SIL', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-telu-extra/vemana2000.ttf', name='Vemana2000', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-punjabi/Lohit-Gurmukhi.ttf', name='Lohit Gurmukhi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Bold.otf', name='Nimbus Sans Narrow', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-BoldItalic.ttf', name='Laksaman', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Bold.otf', name='Nimbus Mono PS', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/ani.ttf', name='Ani', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/AnjaliOldLipi-Regular.ttf', name='AnjaliOldLipi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-kannada/Lohit-Kannada.ttf', name='Lohit Kannada', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/droid/DroidSansFallbackFull.ttf', name='Droid Sans Fallback', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/StandardSymbolsPS.otf', name='Standard Symbols PS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Bold.ttf', name='Liberation Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-BoldItalic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/Z003-MediumItalic.otf', name='Z003', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-BoldItalic.otf', name='Nimbus Mono PS', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-BoldItalic.otf', name='Nimbus Roman', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerif.ttf', name='FreeSerif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Italic.otf', name='Nimbus Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Light.ttf', name='Yrsa', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Roman.otf', name='P052', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Bold.otf', name='Manjari', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 0.33499999999999996\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-bengali/Lohit-Bengali.ttf', name='Lohit Bengali', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/samanata.ttf', name='Samanata', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Italic.otf', name='P052', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Gargi/Gargi.ttf', name='Gargi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Bold.ttf', name='Kinnari', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/JamrulNormal.ttf', name='Jamrul', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa.ttf', name='padmaa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Italic.ttf', name='Norasi', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/PadaukBook-Bold.ttf', name='Padauk Book', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa-Medium-0.5.ttf', name='padmaa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-Oblique.ttf', name='Tlwg Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-Oblique.ttf', name='Tlwg Typewriter', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Regular.ttf', name='Liberation Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/Padauk-Regular.ttf', name='Padauk', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Light.ttf', name='Rasa', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-BoldOblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 1.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-guru-extra/Saab.ttf', name='Saab', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstDigital.ttf', name='KacstDigital', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoOblique.ttf', name='FreeMono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Bold.ttf', name='Rasa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Rachana-Regular.ttf', name='Rachana', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-Bold.ttf', name='Waree', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Regular.otf', name='Nimbus Sans Narrow', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Italic.ttf', name='Liberation Sans Narrow', style='italic', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-DemiItalic.otf', name='URW Bookman', style='italic', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-BoldOblique.ttf', name='Tlwg Typist', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Navilu/Navilu.ttf', name='Navilu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-R.ttf', name='Ubuntu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerifCondensed.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifBoldItalic.ttf', name='FreeSerif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Regular.otf', name='Nimbus Mono PS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-BoldItalic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Bold.ttf', name='Liberation Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-R.ttf', name='Ubuntu Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-Oblique.ttf', name='Sawasdee', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuMathTeXGyre.ttf', name='DejaVu Math TeX Gyre', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-kalapi/Kalapi.ttf', name='Kalapi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Medium.ttf', name='Yrsa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Bold.ttf', name='Umpush', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Oblique.ttf', name='Umpush', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansCondensed.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 0.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-MI.ttf', name='Ubuntu', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ttf-khmeros-core/KhmerOSsys.ttf', name='Khmer OS System', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Oblique.ttf', name='Kinnari', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Bold.ttf', name='Yrsa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Bold.otf', name='Gayathri', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Regular.ttf', name='Liberation Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-LightItalic.otf', name='URW Bookman', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstPen.ttf', name='KacstPen', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-Oblique.ttf', name='Waree', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Regular.ttf', name='Liberation Sans Narrow', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Thin.otf', name='Gayathri', style='normal', variant='normal', weight=100, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-BoldOblique.ttf', name='Kinnari', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Italic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Meera-Regular.ttf', name='Meera', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Dyuthi-Regular.ttf', name='Dyuthi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Italic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstArt.ttf', name='KacstArt', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tibetan-machine/TibetanMachineUni.ttf', name='Tibetan Machine Uni', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstFarsi.ttf', name='KacstFarsi', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Chilanka-Regular.otf', name='Chilanka', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Regular.ttf', name='Liberation Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-orya-extra/utkal.ttf', name='ori1Uni', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lao/Phetsarath_OT.ttf', name='Phetsarath OT', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Bold.ttf', name='Liberation Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Italic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Regular.ttf', name='Rasa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa-Bold.1.1.ttf', name='padmaa-Bold.1.1', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Light.ttf', name='Umpush', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-BoldItalic.otf', name='P052', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-Bold.ttf', name='Tlwg Typist', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstOffice.ttf', name='KacstOffice', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-BoldItalic.otf', name='Nimbus Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/mry_KacstQurn.ttf', name='mry_KacstQurn', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Italic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-telugu/Lohit-Telugu.ttf', name='Lohit Telugu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif-Italic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstTitle.ttf', name='KacstTitle', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Rachana-Bold.ttf', name='Rachana', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Malayalam.ttf', name='Samyak Malayalam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono-Bold.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSans.ttf', name='FreeSans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-BoldOblique.otf', name='Nimbus Sans Narrow', style='oblique', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman.ttf', name='Laksaman', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-Bold.ttf', name='Purisa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/sinhala/lklug.ttf', name='LKLUG', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerifCondensed-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstScreen.ttf', name='KacstScreen', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Bold.ttf', name='Liberation Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak/Samyak-Devanagari.ttf', name='Samyak Devanagari', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-SemiBold.ttf', name='Rasa', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma.ttf', name='Loma', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Roman.otf', name='C059', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/PadaukBook-Regular.ttf', name='Padauk Book', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansCondensed-Oblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=400, stretch='condensed', size='scalable')) = 1.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-tamil/Lohit-Tamil.ttf', name='Lohit Tamil', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-Bold.ttf', name='Loma', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Bold.ttf', name='Liberation Sans Narrow', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-LightOblique.ttf', name='Umpush', style='oblique', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Regular.otf', name='Manjari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Bold.otf', name='Nimbus Roman', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-Bold.ttf', name='Sawasdee', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-SemiBold.ttf', name='Yrsa', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-BoldItalic.ttf', name='Kinnari', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Italic.otf', name='Nimbus Mono PS', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-Bold.ttf', name='Garuda', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/MuktiNarrowBold.ttf', name='Mukti Narrow', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Italic.otf', name='Nimbus Roman', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-B.ttf', name='Ubuntu Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSerifCJK-Bold.ttc', name='Noto Serif CJK JP', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Bold.otf', name='Nimbus Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush.ttf', name='Umpush', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-M.ttf', name='Ubuntu', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-C.ttf', name='Ubuntu Condensed', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-telu-extra/Pothana2000.ttf', name='Pothana2000', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa.ttf', name='Purisa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansBold.ttf', name='FreeSans', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Sarai/Sarai.ttf', name='Sarai', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSerifCJK-Regular.ttc', name='Noto Serif CJK JP', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-RI.ttf', name='Ubuntu Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstDecorative.ttf', name='KacstDecorative', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstTitleL.ttf', name='KacstTitleL', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist.ttf', name='Tlwg Typist', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Tamil.ttf', name='Samyak Tamil', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-BoldOblique.ttf', name='Garuda', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerifCondensed-Italic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-L.ttf', name='Ubuntu', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstLetter.ttf', name='KacstLetter', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Regular.ttf', name='Liberation Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: Matching sans\\-serif:style=normal:variant=normal:weight=normal:stretch=normal:size=10.0 to DejaVu Sans ('/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans.ttf') with score of 0.050000.\n", - "DEBUG:matplotlib.font_manager:findfont: Matching sans\\-serif:style=normal:variant=normal:weight=normal:stretch=normal:size=10.0.\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 0.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralItalic.ttf', name='STIXGeneral', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmtt10.ttf', name='cmtt10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizTwoSymBol.ttf', name='STIXSizeTwoSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFourSymBol.ttf', name='STIXSizeFourSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmex10.ttf', name='cmex10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniBol.ttf', name='STIXNonUnicode', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniBolIta.ttf', name='STIXNonUnicode', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerifDisplay.ttf', name='DejaVu Serif Display', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmmi10.ttf', name='cmmi10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-BoldOblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-BoldItalic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralBolIta.ttf', name='STIXGeneral', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmss10.ttf', name='cmss10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-Italic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-Oblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-Oblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 1.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneral.ttf', name='STIXGeneral', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizOneSymReg.ttf', name='STIXSizeOneSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFourSymReg.ttf', name='STIXSizeFourSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXGeneralBol.ttf', name='STIXGeneral', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmr10.ttf', name='cmr10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSerif-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansDisplay.ttf', name='DejaVu Sans Display', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUniIta.ttf', name='STIXNonUnicode', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 0.33499999999999996\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXNonUni.ttf', name='STIXNonUnicode', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizThreeSymBol.ttf', name='STIXSizeThreeSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizThreeSymReg.ttf', name='STIXSizeThreeSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmb10.ttf', name='cmb10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizOneSymBol.ttf', name='STIXSizeOneSym', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/cmsy10.ttf', name='cmsy10', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizFiveSymReg.ttf', name='STIXSizeFiveSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSansMono-Bold.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans-BoldOblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 1.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/STIXSizTwoSymReg.ttf', name='STIXSizeTwoSym', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-Demi.otf', name='URW Gothic', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansBoldOblique.ttf', name='FreeSans', style='oblique', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstQurn.ttf', name='KacstQurn', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Italic.otf', name='C059', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee.ttf', name='Sawasdee', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-Bold.ttf', name='Tlwg Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-Italic.ttf', name='Laksaman', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-Bold.ttf', name='Tlwg Typewriter', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst-one/KacstOne.ttf', name='KacstOne', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono.ttf', name='Tlwg Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-BookOblique.otf', name='URW Gothic', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-BoldOblique.ttf', name='Purisa', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-tamil-classical/Lohit-Tamil-Classical.ttf', name='Lohit Tamil Classical', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Suruma.ttf', name='Suruma', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Oblique.otf', name='Nimbus Sans Narrow', style='oblique', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Bold.ttf', name='Norasi', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-BoldOblique.ttf', name='Norasi', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansCondensed-BoldOblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=700, stretch='condensed', size='scalable')) = 1.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/chandas1-2.ttf', name='Chandas', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-Oblique.ttf', name='Tlwg Typist', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-gujarati/Lohit-Gujarati.ttf', name='Lohit Gujarati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-DemiOblique.otf', name='URW Gothic', style='oblique', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/LikhanNormal.ttf', name='Likhan', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifBold.ttf', name='FreeSerif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-BoldOblique.ttf', name='Umpush', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-BoldItalic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-oriya/Lohit-Odia.ttf', name='Lohit Odia', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-BoldOblique.ttf', name='Loma', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif-BoldItalic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-Demi.otf', name='URW Bookman', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-LI.ttf', name='Ubuntu', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Italic.ttf', name='Kinnari', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansCondensed-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 0.5349999999999999\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-BoldItalic.ttf', name='Liberation Sans Narrow', style='italic', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-assamese/Lohit-Assamese.ttf', name='Lohit Assamese', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Regular.otf', name='Nimbus Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari.ttf', name='Kinnari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/Padauk-Bold.ttf', name='Padauk', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-Oblique.ttf', name='Garuda', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-Light.otf', name='URW Bookman', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/pagul/Pagul.ttf', name='Pagul', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-Bold.ttf', name='Tlwg Typo', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoBold.ttf', name='FreeMono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifItalic.ttf', name='FreeSerif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Italic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Sahadeva/sahadeva.ttf', name='Sahadeva', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-malayalam/Lohit-Malayalam.ttf', name='Lohit Malayalam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/RaghuMalayalamSans-Regular.ttf', name='RaghuMalayalamSans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/kalimati.ttf', name='Kalimati', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-BoldOblique.ttf', name='Waree', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWGothic-Book.otf', name='URW Gothic', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-Oblique.ttf', name='Tlwg Typo', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-BoldOblique.ttf', name='Tlwg Typewriter', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-ExtraLight.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=200, stretch='normal', size='scalable')) = 0.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/aakar-medium.ttf', name='aakar', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstPoster.ttf', name='KacstPoster', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree.ttf', name='Waree', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-Oblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 1.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstBook.ttf', name='KacstBook', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Bold.otf', name='P052', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Karumbi-Regular.ttf', name='Karumbi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-BoldOblique.ttf', name='Tlwg Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-B.ttf', name='Ubuntu', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerifCondensed-BoldItalic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Regular.ttf', name='Liberation Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/D050000L.otf', name='D050000L', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-devanagari/Lohit-Devanagari.ttf', name='Lohit Devanagari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Oblique.ttf', name='Norasi', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Keraleeyam-Regular.ttf', name='Keraleeyam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ttf-khmeros-core/KhmerOS.ttf', name='Khmer OS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-BdIta.otf', name='C059', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSansCJK-Bold.ttc', name='Noto Sans CJK JP', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Bold.otf', name='C059', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-BoldItalic.ttf', name='Norasi', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-BoldItalic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-Oblique.ttf', name='Loma', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoBoldOblique.ttf', name='FreeMono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/Rekha.ttf', name='Rekha', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Gubbi/Gubbi.ttf', name='Gubbi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-Oblique.ttf', name='Purisa', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-BI.ttf', name='Ubuntu', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi.ttf', name='Norasi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Nakula/nakula.ttf', name='Nakula', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/mitra.ttf', name='Mitra Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Gujarati.ttf', name='Samyak Gujarati', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-Th.ttf', name='Ubuntu', style='normal', variant='normal', weight=250, stretch='normal', size='scalable')) = 10.1925\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst-one/KacstOne-Bold.ttf', name='KacstOne', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 0.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Italic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Medium.ttf', name='Rasa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/noto/NotoMono-Regular.ttf', name='Noto Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansOblique.ttf', name='FreeSans', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Regular.ttf', name='Liberation Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-BoldOblique.ttf', name='Sawasdee', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/MuktiNarrow.ttf', name='Mukti Narrow', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstNaskh.ttf', name='KacstNaskh', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Thin.otf', name='Manjari', style='normal', variant='normal', weight=100, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSansCJK-Regular.ttc', name='Noto Sans CJK JP', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Uroob-Regular.ttf', name='Uroob', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-BI.ttf', name='Ubuntu Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Regular.ttf', name='Yrsa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono-Oblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-RI.ttf', name='Ubuntu', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo.ttf', name='Tlwg Typo', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-BoldItalic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypo-BoldOblique.ttf', name='Tlwg Typo', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono-BoldOblique.ttf', name='DejaVu Sans Mono', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda.ttf', name='Garuda', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMono.ttf', name='FreeMono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Regular.otf', name='Gayathri', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter.ttf', name='Tlwg Typewriter', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-BoldItalic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Regular.otf', name='Nimbus Roman', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Bold.ttf', name='Liberation Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/openoffice/opens___.ttf', name='OpenSymbol', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Bold.ttf', name='Liberation Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-Bold.ttf', name='Laksaman', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/abyssinica/AbyssinicaSIL-Regular.ttf', name='Abyssinica SIL', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-telu-extra/vemana2000.ttf', name='Vemana2000', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-punjabi/Lohit-Gurmukhi.ttf', name='Lohit Gurmukhi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Bold.otf', name='Nimbus Sans Narrow', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman-BoldItalic.ttf', name='Laksaman', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Bold.otf', name='Nimbus Mono PS', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/ani.ttf', name='Ani', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/AnjaliOldLipi-Regular.ttf', name='AnjaliOldLipi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-kannada/Lohit-Kannada.ttf', name='Lohit Kannada', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/droid/DroidSansFallbackFull.ttf', name='Droid Sans Fallback', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/StandardSymbolsPS.otf', name='Standard Symbols PS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Bold.ttf', name='Liberation Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-BoldItalic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/Z003-MediumItalic.otf', name='Z003', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-BoldItalic.otf', name='Nimbus Mono PS', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-BoldItalic.otf', name='Nimbus Roman', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerif.ttf', name='FreeSerif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Italic.otf', name='Nimbus Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Light.ttf', name='Yrsa', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Roman.otf', name='P052', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Bold.otf', name='Manjari', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 0.33499999999999996\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-bengali/Lohit-Bengali.ttf', name='Lohit Bengali', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-deva-extra/samanata.ttf', name='Samanata', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-Italic.otf', name='P052', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Gargi/Gargi.ttf', name='Gargi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Bold.ttf', name='Kinnari', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/JamrulNormal.ttf', name='Jamrul', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa.ttf', name='padmaa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Norasi-Italic.ttf', name='Norasi', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/PadaukBook-Bold.ttf', name='Padauk Book', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa-Medium-0.5.ttf', name='padmaa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgMono-Oblique.ttf', name='Tlwg Mono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypewriter-Oblique.ttf', name='Tlwg Typewriter', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Regular.ttf', name='Liberation Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/Padauk-Regular.ttf', name='Padauk', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Light.ttf', name='Rasa', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSans-BoldOblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 1.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-guru-extra/Saab.ttf', name='Saab', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstDigital.ttf', name='KacstDigital', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeMonoOblique.ttf', name='FreeMono', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Bold.ttf', name='Rasa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Rachana-Regular.ttf', name='Rachana', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-Bold.ttf', name='Waree', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-Regular.otf', name='Nimbus Sans Narrow', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Italic.ttf', name='Liberation Sans Narrow', style='italic', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-DemiItalic.otf', name='URW Bookman', style='italic', variant='normal', weight=600, stretch='normal', size='scalable')) = 11.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-BoldOblique.ttf', name='Tlwg Typist', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Navilu/Navilu.ttf', name='Navilu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-R.ttf', name='Ubuntu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerifCondensed.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSerifBoldItalic.ttf', name='FreeSerif', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Regular.otf', name='Nimbus Mono PS', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-BoldItalic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Bold.ttf', name='Liberation Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-R.ttf', name='Ubuntu Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-Oblique.ttf', name='Sawasdee', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuMathTeXGyre.ttf', name='DejaVu Math TeX Gyre', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-kalapi/Kalapi.ttf', name='Kalapi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Medium.ttf', name='Yrsa', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Bold.ttf', name='Umpush', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Oblique.ttf', name='Umpush', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansCondensed.ttf', name='DejaVu Sans', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 0.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-MI.ttf', name='Ubuntu', style='italic', variant='normal', weight=500, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ttf-khmeros-core/KhmerOSsys.ttf', name='Khmer OS System', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-Oblique.ttf', name='Kinnari', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-Bold.ttf', name='Yrsa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Bold.otf', name='Gayathri', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Regular.ttf', name='Liberation Sans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/URWBookman-LightItalic.otf', name='URW Bookman', style='italic', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstPen.ttf', name='KacstPen', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Waree-Oblique.ttf', name='Waree', style='oblique', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Regular.ttf', name='Liberation Sans Narrow', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Gayathri-Thin.otf', name='Gayathri', style='normal', variant='normal', weight=100, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-BoldOblique.ttf', name='Kinnari', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Italic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Meera-Regular.ttf', name='Meera', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Dyuthi-Regular.ttf', name='Dyuthi', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationMono-Italic.ttf', name='Liberation Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstArt.ttf', name='KacstArt', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tibetan-machine/TibetanMachineUni.ttf', name='Tibetan Machine Uni', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstFarsi.ttf', name='KacstFarsi', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Chilanka-Regular.otf', name='Chilanka', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSerif-Regular.ttf', name='Liberation Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-orya-extra/utkal.ttf', name='ori1Uni', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lao/Phetsarath_OT.ttf', name='Phetsarath OT', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Bold.ttf', name='Liberation Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSerif-Italic.ttf', name='Liberation Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-Regular.ttf', name='Rasa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-gujr-extra/padmaa-Bold.1.1.ttf', name='padmaa-Bold.1.1', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-Light.ttf', name='Umpush', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/P052-BoldItalic.otf', name='P052', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist-Bold.ttf', name='Tlwg Typist', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstOffice.ttf', name='KacstOffice', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-BoldItalic.otf', name='Nimbus Sans', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/mry_KacstQurn.ttf', name='mry_KacstQurn', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSans-Italic.ttf', name='Liberation Sans', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-telugu/Lohit-Telugu.ttf', name='Lohit Telugu', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif-Italic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstTitle.ttf', name='KacstTitle', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/malayalam/Rachana-Bold.ttf', name='Rachana', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Malayalam.ttf', name='Samyak Malayalam', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansMono-Bold.ttf', name='DejaVu Sans Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSans.ttf', name='FreeSans', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSansNarrow-BoldOblique.otf', name='Nimbus Sans Narrow', style='oblique', variant='normal', weight=700, stretch='condensed', size='scalable')) = 11.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Laksaman.ttf', name='Laksaman', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa-Bold.ttf', name='Purisa', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/sinhala/lklug.ttf', name='LKLUG', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerifCondensed-Bold.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerif.ttf', name='DejaVu Serif', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstScreen.ttf', name='KacstScreen', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationSans-Bold.ttf', name='Liberation Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak/Samyak-Devanagari.ttf', name='Samyak Devanagari', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Rasa-SemiBold.ttf', name='Rasa', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma.ttf', name='Loma', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/C059-Roman.otf', name='C059', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/padauk/PadaukBook-Regular.ttf', name='Padauk Book', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSansCondensed-Oblique.ttf', name='DejaVu Sans', style='oblique', variant='normal', weight=400, stretch='condensed', size='scalable')) = 1.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/lohit-tamil/Lohit-Tamil.ttf', name='Lohit Tamil', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Loma-Bold.ttf', name='Loma', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation/LiberationSansNarrow-Bold.ttf', name='Liberation Sans Narrow', style='normal', variant='normal', weight=700, stretch='condensed', size='scalable')) = 10.535\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush-LightOblique.ttf', name='Umpush', style='oblique', variant='normal', weight=300, stretch='normal', size='scalable')) = 11.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/malayalam/Manjari-Regular.otf', name='Manjari', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Bold.otf', name='Nimbus Roman', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Sawasdee-Bold.ttf', name='Sawasdee', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-yrsa-rasa/Yrsa-SemiBold.ttf', name='Yrsa', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Kinnari-BoldItalic.ttf', name='Kinnari', style='italic', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusMonoPS-Italic.otf', name='Nimbus Mono PS', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-Bold.ttf', name='Garuda', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-beng-extra/MuktiNarrowBold.ttf', name='Mukti Narrow', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusRoman-Italic.otf', name='Nimbus Roman', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-B.ttf', name='Ubuntu Mono', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSerifCJK-Bold.ttc', name='Noto Serif CJK JP', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/urw-base35/NimbusSans-Bold.otf', name='Nimbus Sans', style='normal', variant='normal', weight=700, stretch='normal', size='scalable')) = 10.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Umpush.ttf', name='Umpush', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-M.ttf', name='Ubuntu', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-C.ttf', name='Ubuntu Condensed', style='normal', variant='normal', weight=400, stretch='condensed', size='scalable')) = 10.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/fonts-telu-extra/Pothana2000.ttf', name='Pothana2000', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Purisa.ttf', name='Purisa', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/freefont/FreeSansBold.ttf', name='FreeSans', style='normal', variant='normal', weight=600, stretch='normal', size='scalable')) = 10.24\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/Sarai/Sarai.ttf', name='Sarai', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/opentype/noto/NotoSerifCJK-Regular.ttc', name='Noto Serif CJK JP', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/UbuntuMono-RI.ttf', name='Ubuntu Mono', style='italic', variant='normal', weight=400, stretch='normal', size='scalable')) = 11.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstDecorative.ttf', name='KacstDecorative', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstTitleL.ttf', name='KacstTitleL', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/TlwgTypist.ttf', name='Tlwg Typist', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/samyak-fonts/Samyak-Tamil.ttf', name='Samyak Tamil', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/tlwg/Garuda-BoldOblique.ttf', name='Garuda', style='oblique', variant='normal', weight=700, stretch='normal', size='scalable')) = 11.335\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/dejavu/DejaVuSerifCondensed-Italic.ttf', name='DejaVu Serif', style='italic', variant='normal', weight=400, stretch='condensed', size='scalable')) = 11.25\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/ubuntu/Ubuntu-L.ttf', name='Ubuntu', style='normal', variant='normal', weight=300, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/kacst/KacstLetter.ttf', name='KacstLetter', style='normal', variant='normal', weight=500, stretch='normal', size='scalable')) = 10.145\n", - "DEBUG:matplotlib.font_manager:findfont: score(FontEntry(fname='/usr/share/fonts/truetype/liberation2/LiberationMono-Regular.ttf', name='Liberation Mono', style='normal', variant='normal', weight=400, stretch='normal', size='scalable')) = 10.05\n", - "DEBUG:matplotlib.font_manager:findfont: Matching sans\\-serif:style=normal:variant=normal:weight=normal:stretch=normal:size=10.0 to DejaVu Sans ('/home/richard/miniconda3/envs/openfe/lib/python3.9/site-packages/matplotlib/mpl-data/fonts/ttf/DejaVuSans.ttf') with score of 0.050000.\n" - ] - }, { "data": { - "image/png": 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v3x9hYWF4//33Rcf6l3379mHcuHHo27cv/Pz8RMfRWmygRERvIEkSYmJiYGRkhOzsbKxevRo7duxQy+H5559/wsbGBk2bNkVsbCyqVq0qOpLWYgMlInqNGzduYPz48YiNjUX37t0RGRmJDz/8UHSsl3rw4AGsra3x4MED7N69G/Xr1xcdSauxgRIRvUJKSgqMjIyQkJCAxYsXIzs7W22HpyRJGDt2LA4fPowNGzbA0NBQdCStxwFKRPQPd+/exbhx42Bubo4GDRogLy8P06dPh56enuhor7RkyRJs3LgRixYtgoWFheg4OoEDlIjoOdnZ2TA1NUVoaCimTZuGvLw8mJqaio71WjKZDLNmzcLw4cMxbdo00XF0BgcoERGAR48eYcqUKejduzcqVaqErKwsLFmyBNWrVxcd7bWOHz+OkSNHokOHDggNDeUbY6sQbyIiIp135MgRODo64ueff4aHhwd8fX01Ysm7GzduwNLSEvr6+khKSsI777wjOpJOYQMlIp1VXFyMhQsXokuXLrh58ya2bduGNWvWaMTwLCoqwtChQ3Hp0iUkJiaq5Z/UaDs2UCLSSb/++iucnZ1x4MABDB8+HKtWrcJ///tf0bHe2tdff409e/YgMjISXbt2FR1HJ7GBEpFOkcvlWLVqFdq3b49Tp05h48aNiI6O1qjhuXbtWgQEBODbb7+Fk5OT6Dg6iw2UiHTGhQsX4OLigrS0NAwaNAghISFo0qSJ6FilkpWVhYkTJ2LgwIFYsmSJ6Dg6jQ2UiLSeJElYv349jI2NsW/fPgQFBSElJUXjhufZs2dha2uLVq1aISYmRq3/LlUXcIASkVa7du0a7Ozs4OTkBGNjYxQUFMDNzU3j/tzj3r17sLS0RFFREWQyGerWrSs6ks7jACUirSWTyWBkZITk5GT4+PggIyMDrVq1Eh2r1ORyOZycnPDzzz8jNjYWbdq0ER2JwGugRKSF7ty5g0mTJiE8PBxmZmZIS0uDsbGx6FhKmzdvHhISErB8+XL0799fdBz6HzZQItIqGRkZMDExQWRkJGbNmoUDBw5o9PDcvHkz5s+fjzFjxuCrr74SHYeewwFKRFrh4cOHmDx5Mvr06YNq1aohNzcXCxcuRLVq1URHU9qRI0fg7OyM7t27Y82aNRp33Vbb8RQuEWm8/Px8ODk54cSJE5gwYQKWLl2KWrVqiY5VJoWFhbCyskL9+vWxZcsWtV+TVxexgRKRxioqKsK8efPQrVs33LlzB6mpqVi1apXGD8/Hjx9jyJAhuH79OpKSkvDee++JjkQvwQZKRBrpxIkTcHJyQn5+PkaNGgV/f3/Uq1dPdKwykyQJ48ePx969e7Fx40Z06NBBdCR6BTZQItIocrkcP/74Izp06IAzZ84gLi4O69ev14rhCQArV65EWFgYZs+eDXt7e9Fx6DXYQIlIY5w7dw6jR49GRkYGLCwsEBQUpFWnN3ft2oWvv/4aVlZWmDdvnug49AZsoESk9iRJQkREBIyNjXHo0CGEhoZq3bXBU6dOwd7eHgYGBli/fj0qV+aPZ3XHBkpEau3q1asYN24ckpKS0Lt3b0RERKB58+aiY5Wr27dvw9LSEpUrV4ZMJsN//vMf0ZHoLfBXHCJSWwkJCTA0NMSOHTvwww8/ID09XeuGZ0lJCUaMGIHTp08jLi4OLVq0EB2J3hIHKBGpnb/++gvOzs4YMmQIPvjgAxw+fBiTJ0/WytOaM2fOxLZt2+Dv749PP/1UdBwqBe37biQijfZ03doNGzZgzpw52L9/PwwMDETHqhBRUVHw8fGBp6cnPD09RcehUuI1UCJSCw8ePMD06dOxcuVKtG3bFvv27UPnzp1Fx6owBw8ehKurKz799FOsWLFCdBxSAhsoEQl38OBBtG/fHitXrsRXX32FI0eOaPXwvHTpEqytrdG4cWNs3rwZVatWFR2JlMABSkTCPHnyBHPmzMHHH3+Mhw8fYvfu3fjxxx/xzjvviI5WYR4+fAhra2vcuXMHMpkM7777ruhIpCSewiUiIX7++Wc4Ojr+/Y4jK1asQJ06dUTHqlCSJMHNzQ15eXlISEjQ6LdZIzZQIlKxkpIS/PDDD+jYsSP+/PNPJCQkICIiQuuHJwD4+vpiw4YNWLBgAaytrUXHoTJiAyUilTlz5gycnZ2RnZ0Na2trrF27Fg0bNhQdSyVSUlIwffp02NvbY9asWaLjUDlgAyWiCidJEkJCQmBiYoKCggJERkZiy5YtOjM8T5w4geHDh8PMzAxhYWF8Y2wtwQZKRBXqypUrcHV1RUpKCvr27Yvw8HB88MEHomOpzM2bN2FpaYl33nkHSUlJqFmzpuhIVE44QImowsTFxcHDwwP379/HihUrMHHiRK1cTehViouLYW9vj3PnziEjIwNNmzYVHYnKke58JxORyty6dQsjR47E0KFD0bJlSxw5cgReXl46NTwB4JtvvkFaWhoCAwPx8ccfi45D5Uy3vpuJqMKlpqbC2NgYsbGxmD9/Pvbu3YuPPvpIdCyVCwkJgb+/PyZNmgQXFxfRcagCcIASUbm4f/8+xo8fjwEDBqBOnTrYv38/vL29UaWK7l0pysnJwfjx49G/f3/4+vqKjkMVhAOUiMps3759MDMzQ2BgIL755hscOnQIHTt2FB1LiPPnz2PIkCFo3rw5Nm7cqJO/QOgKDlAiUtqTJ08wc+ZM9OzZE8XFxdizZw+WLVuGGjVqiI4mxP3792FlZYXHjx9DJpOhXr16oiNRBeKvRkSklGPHjsHJyQkFBQUYO3Ys/Pz8ULt2bdGxhJEkCaNHj0ZBQQFSUlJ08rqvrmEDJaJSKSkpwdKlS9G5c2dcuXIFMpkMISEhOj08AWDBggWIi4uDj48PBg0aJDoOqQAbKBG9td9//x3Ozs7Izc2Fra0tAgMD+W4iALZs2YLvvvsOjo6O+Oabb0THIRVhAyWiN5IkCYGBgTA1NcXx48cRFRWFzZs3c3gCKCgogKOjI7p27YqgoCAu06dD2ECJ6LUuXbqEsWPHYseOHfj8888RFhaG//u//xMdSy1cu3YNVlZWqFu3LhISEnT25ildxQFKRK+0ceNGjB8/Ho8ePUJAQAA8PT3ZsP7nyZMnsLOzQ2FhIbKystC4cWPRkUjFeAqXiP7lxo0bcHBwwPDhw9G2bVsUFBRg/PjxHJ7/I0kSvvzyS2RlZSE0NBSdO3cWHYkE4AAlohds374dxsbG2LJlC77//ntkZ2fjww8/FB1LraxevRpBQUGYPn06RowYIToOCcIBSkQAgHv37sHd3R1ffPEF6tevj4MHD2LmzJlcSecf0tPT8dVXX8Hc3BwLFy4UHYcE4gAlIuTk5MDU1BTBwcGYOnUq8vPzYWZmJjqW2vn9998xdOhQtG3bFhs2bICenp7oSCQQByiRDnv8+DGmTZuGXr16AQCysrKwdOlSVK9eXXAy9XPnzh1YWlpCkiTIZDKdXziCeBcukc46evQoHB0dcfz4cbi7u2PZsmXQ19cXHUstyeVyjBo1Cr/++it27tyJVq1aiY5EaoANlEjHFBcXY9GiRejSpQtu3LiBbdu2ITAwkMPzNby9vbF161b8+OOP6Nevn+g4pCbYQIl0yKlTp+Dk5IT9+/fD3t4eAQEBqF+/vuhYai0mJgaLFi2Cm5sbJkyYIDoOqRE2UCIdIJfLERAQAFNTU/z666+IiYnBxo0bOTzfID8/Hy4uLujZsydWrVrFv4OlF7CBEmm5P//8Ey4uLti1axcGDhyI0NBQNGnSRHQstXf58mVYW1ujYcOGiI+PR7Vq1URHIjXDAUqkpSRJQnR0NCZMmIDi4mIEBgZi3LhxbFFv4dGjR7CxscGtW7ewd+9eNGzYUHQkUkMcoERa6Pr16/Dw8EB8fDx69OiByMhI3jn6liRJgoeHBw4cOIC4uDiYmpqKjkRqitdAibTM1q1bYWRkhK1bt2Lp0qXIzMzk8CyF5cuXIzIyEnPnzoWtra3oOKTGOECJtMSdO3fg6uoKS0tLNGrUCHl5eZg6dSpXyymF7du3Y8qUKbC1tYW3t7foOKTmOECJtEBmZiZMTEwQHh6OmTNnIi8vDyYmJqJjaZSTJ0/CwcEBxsbGiIyMROXK/PFIr8fvECIN9ujRI3zzzTfo06cPqlatipycHHz//fe8Y7SUbt26BSsrK1SvXh1JSUmoVauW6EikAXgTEZGGOnToEJycnPDLL79g/Pjx8PHx4Q9+JRQXF2P48OE4c+YM0tPT0axZM9GRSEOwgRJpmKKiIsyfPx/dunXD7du3sXPnTgQEBHB4KmnatGnYuXMnVq9ejZ49e4qOQxqEDZRIg5w8eRJOTk7Iy8vDyJEjsXLlStSrV090LI0VEREBPz8/fPnll3B1dRUdhzQMGyiRBpDL5fD390f79u3xxx9/IDY2FlFRURyeZbB37164u7ujX79+8PPzEx2HNBAbKJGaO3/+PMaMGYP09HSYm5sjODgY7733nuhYGu3ChQsYMmQImjZtik2bNqFKFf4opNLjdw2RmpIkCevWrYOXlxfkcjlCQkLg4uLCpfjK6MGDB7C2tsaDBw+Qnp7OBfVJaRygRGro6tWrcHd3R2JiInr16oWIiAi0aNFCdCyNJ0kSXFxccOTIEchkMhgYGIiORBqMA5RIDTVs2BAJCQmiY2idxYsXY9OmTViyZAnMzc1FxyENx5uIiEgnJCUlYdasWRgxYgSmTp0qOg5pAQ5QItJ6P/30E0aNGoVOnTohJCSE15GpXHCAEpFWu379OqysrKCvr4/ExES88847oiORluA1UCLSWkVFRRg6dCguXbqEzMxMvP/++6IjkRbhACUirTVp0iRkZGRg3bp16Nq1q+g4pGV4CpeogpWUiE6gmwIDA7F69WpMmTIFjo6OouOQFuIAJSqDs2eBjz4CnJ0BExPAzg548ABo3hyYPx/o2RPYvBmIiQGMjQEjI2DatGev19cHvvkG6NAB6NcPuHZN8XxwMNC5M2BqCtjaKvYJAKNHA15ewMcfAy1bAnFxz/bl66t4jYkJ8N13KvoHUFOZmZn48ssvMWjQICxevFh0HNJSHKBEZfTrr8C4ccCxY0Dt2sDq1Yrna9QAcnKAXr0UQzM9HTh6FMjLAxITFdvcv68YnocPA717A/PmKZ4fMkSxXUEB0K4dEBr67HiXLyv2m5wMTJ+ueC41FTh1Cjh4UHGMQ4eArCwV/QOomTNnzsDW1hatWrVCTEwM9PT0REciLcUBSlRGTZsCPXooPh41SjHcAMDeXvHfvDzg00+BBg2AKlWAkSOfDbfKlZ9t9/xrjx8HPvlE0Vo3bAB+/vnZ8aytFa8zMAAKCxXPpaYq/te+vWIgnzypGKi65u7du7CyskJJSQlkMhnq1KkjOhJpMd5ERFRG//yTwqePn749pySVfl+jRytaqqkpEBEBZGQ826Z69WcfP923JAEzZgDu7m9/LG0jl8vh5OSEn3/+Gdu3b0ebNm1ERyItxwZKVEbnzwP79ik+jolRXPd8XteuQGYmcP264oaimBjF6VoAkMufXceMjn722rt3gcaNgaIiRQN9kwEDgLAw4N49xeOLF4GrV8v+tWmSuXPnIjExET/88AP69+8vOg7pADZQojJq1w6IjFS0vw8/BDw9gZUrn32+cWNg8WKgTx9FU/ziC8DKSvG5WrUUp2c7dgTq1AE2bVI8v2CBYvA2a6Y4jXv37usz9O8PnDgBdO+ueKyvD0RFAQ0blv/Xq45iY2OxYMECuLi44KuvvhIdh3REJakU55c6deok5efnV2AcIs1y9ixgbq64ZqkMff1nrZGUc+TIEfTo0QPt27dHeno6qj9/jpuojCpVqnRIkqROL/scT+ESkcYqLCyElZUV6tevjy1btnB4kkrxFC5RGTRvrnz7BNg+y+Lx48cYMmQIrl+/jpycHDRq1Eh0JNIxHKBEpHEkSYKnpyf27t2LTZs2oUOHDqIjkQ7iKVwi0jj+/v4IDw/H7NmzMWzYMNFxSEdxgBKRRklNTcXkyZNhbW2NeU+XbiISgAOUSElnzpxBw4YN0aZNG9y4cUN0HJ1w6tQp2Nvbw9DQEOvXr0flyvwRRuLwu49ICbdv34a5uTmKi4uRnJyM+vXri46k9W7fvg1LS0vo6ekhKSkJ+vr6oiORjuNNRESlVFxcjGHDhuG3335Damoql4xTgZKSEgwfPhynT5/Grl270KJFC9GRiDhAiUpDkiR4eXkhNTUVoaGh6NOnj+hIOmHGjBnYvn071qxZg08//VR0HCIAPIVLVCr+/v5Ys2YNpk6dChcXF9FxdML69evh6+sLT09PeHh4iI5D9Dcu5Uf0llJSUmBpaQkrKyvExcXxBhYVOHDgAHr37o3u3bsjNTUVVatWFR2JdAyX8iMqo2PHjsHBwQFmZma8+1NFLl68CBsbGzRp0gSbN2/m8CS1w2ugRG9w+fJlmJubo06dOti6dStqPX2jT6owDx8+hI2NDe7evYvU1FS8++67oiMR/QsHKNFrPHjwAFZWVrhx4wZycnLQpEkT0ZG0niRJcHV1RV5eHhITE2FkZCQ6EtFLcYASvYJcLoezszPy8/ORmJiI9u3bi46kE3x8fBAdHY2FCxfC6ukbpxKpIQ5Qolfw9vZGXFwcli1bBktLS9FxdEJycjJmzJgBe3t7zJw5U3QcotfinRBELxEZGYlFixbBzc0NkydPFh1HJ/zyyy8YMWIE2rdvj7CwMFSqVEl0JKLX4gAl+oesrCy4ubmhb9++CAgI4A9yFbh58yYsLS1Rs2ZNJCYmombNmqIjEb0RT+ESPef06dOwsbFBy5YtERcXxz+dUIGnSyNeuHABGRkZaNq0qehIRG+FA5Tof27duoXBgwcDUFyLq1evnuBEumHy5MnYvXs3wsLC0L17d9FxiN4aBygRgKKiItjZ2eHMmTNIS0tD69atRUfSCcHBwVi5ciW+/vprjBkzRnQcolLhACWdJ0kSxo8fj/T0dERGRqJXr16iI+mE7OxsTJgwAQMGDICPj4/oOESlxpuISOf5+fkhJCQEM2fOhJOTk+g4OuHcuXOwtbVFixYtsHHjRlSpwt/lSfNwgJJOS0pKwpQpU2BnZ4cFCxaIjqMT7t+/DysrKzx58gQymQx169YVHYlIKfy1j3TWkSNHMGLECHTq1AmRkZFcIF4Fnq7u9NNPPyE5ORlt27YVHYlIaRygpJMuXrwICwsL1K9fHzKZjH93qCILFy5EfHw8li1bhkGDBomOQ1QmHKCkc+7fvw9LS0vcvn0bubm5eO+990RH0gnx8fH47rvv4OTkxNWdSCtwgJJOkcvlGDVqFI4ePQqZTAYTExPRkXRCQUEBnJyc0LVrV6xdu5arO5FW4AAlnTJjxgwkJibixx9//HvRBKpYV69ehaWlJerVq4eEhATUqFFDdCSicsEBSjojNDQUPj4+8PT0hJeXl+g4OuHJkyews7PD1atXkZ2djcaNG4uORFRuOEBJJ+zZswceHh7o378//P39eQpRBSRJwsSJE5GdnY3o6Gh06tRJdCSicsX79knr/fbbb7C1tUWbNm0QGxvLP9pXkdWrVyM4OBgzZszA8OHDRcchKnccoKTVbty4gcGDB6NKlSpITk5GnTp1REfSCbt378ZXX30FCwsLLFy4UHQcogrBX8VJaz158gS2tra4cOEC0tPT0aJFC9GRdMLvv/+OoUOHom3btoiKiuICFaS1OEBJK0mSBHd3d2RmZmLDhg34+OOPRUfSCXfu3IGlpSUqVaoEmUyG2rVri45EVGE4QEkrLV26FBEREZgzZw5GjBghOo5OKCkpwciRI/Hrr78iNTUVrVq1Eh2JqEJxgJLWiY+Px4wZM+Dg4IC5c+eKjqMzvL29kZycjFWrVqFv376i4xBVOF6cIK2Sn58PR0dHdOvWDeHh4fxzFRWJiYnB4sWLMW7cOIwfP150HCKV4AAlrXHhwgVYWFigYcOGSExM5Io3KpKXlwcXFxd88sknWLlyJX9pIZ3BU7ikFe7duwcLCwvcv38fu3btQqNGjURH0gmXL1+GtbU1GjVqhPj4eFSrVk10JCKV4QAljVdSUoLhw4fjp59+QkpKCoyMjERH0gmPHj2CjY3N3+9q06BBA9GRiFSKA5Q03tSpU/++eWXgwIGi4+gESZIwbtw4HDhwAPHx8TA1NRUdiUjleA2UNFpQUBD8/Pzw5ZdfYsKECaLj6Aw/Pz+sX78e8+bNw5AhQ0THIRKikiRJb71xp06dpPz8/AqMQ/T20tLSMHDgQPTv3x8ymYxr3KrI9u3bYW5ujiFDhmDTpk1caYi0WqVKlQ5JkvTSd0Lgdz5ppBMnTsDOzg7t2rXDxo0bOTxV5OTJk3BwcICxsTEiIiI4PEmn8bufNM7169dhbm6OGjVqIDk5mcvFqcitW7dgaWmJ6tWrIykpCbVq1RIdiUgo/tpOGuXx48ewsbHBpUuXkJGRgWbNmomOpBOKi4thb2+Ps2fPIj09nf/uROAAJQ0iSRJcXV2Rk5ODTZs2oWvXrqIj6YypU6di165dCAkJQc+ePUXHIVILvImINMbChQvh7e2NBQsWYPbs2aLjEJEO4E1EpPFiY2Ph7e0NR0dHzJo1S3QcIiIOUFJ/Bw4cgLOzM3r27Ing4GCutUpEaoEDlNTauXPnYGlpiSZNmiAhIQHVq1cXHYmICABvIiI1dufOHZibm+Px48fIyMjAu+++KzoSEdHf2EBJLRUXF8PBwQEnTpxAXFwc2rVrJzqSVlq06NnHZ88CFb0OvyqOQaQqHKCkliZPnozt27cjICAAn332meg4Wuv5AUpEpcMBSmonICAAK1euxNdffw13d3fRcbRGVBTQpQtgZga4uwNTpgAPHyoejxyp2KakBHBzAwwNgf79FZ8HgOBgoHNnwNQUsLUFHjxQPD96NODlBXz8MdCyJRAXp3hekhT7NzICjI2BTZtU/MUSqQAHKKmVHTt2wMvLCxYWFvD19RUdR2ucOKEYYrm5wNGjgJ6eYrC9847i8YYNiu1OnQImTAB+/hmoWxeIj1c8P2QIkJcHFBQA7doBoaHP9n35MpCTAyQnA9OnK57bskWx34ICIC1NMUwvX1bd10ukCryJiNTG8ePHMWzYMBgbGyM6Ohp6enqiI2mN3buBQ4cULRJQNMuGDf+9XYsWikYKAB07Kq5ZAsDx48Ds2cBffwH37gEDBjx7jbU1ULkyYGAAFBYqnsvJAYYPVwzqRo2A3r0VA9jEpGK+PiIROEBJLRQWFsLc3Bz6+vrYunUr9PX1RUfSKpIEODsDixe/+PyyZS8+fv6vhPT0np3CHT0aSExUnMKNiAAyMl7+mqcLm5VigTMijcVTuCTcw4cPYW1tjatXr0Imk6Fp06aiI2mdfv0U1yevXlU8vnkTOHcOqFoVKCp68+vv3gUaN1Zs+/R07+v06qU4ZVxSAly7BmRlKa6/EmkTDlASSpIkuLi4YP/+/YiKikKnTi9dcpLKyMAAWLhQcWOQiQnw+eeKa5LjxikeP72J6FUWLAC6dlW87qOP3nw8GxvFfk1Ngb59AR8f4L33yudrIVIXXEyehJo7dy7mzZuHxYsXY/rTO1CIiNQEF5MntRQdHY158+ZhzJgxmDZtmug4RESlwgFKQuzduxdjxoxB7969ERgYyAXiiUjjcICSyp05cwbW1tZo1qwZ4uPjUa1aNdGRiIhKjQOUVOr27dswNzdHcXExkpOTUb9+fdGRiIiUwgFKKlNcXIxhw4bht99+Q3x8PNq0aSM6kta5du0ahg0bhitXroiOQqT1OEBJJSRJgpeXF1JTU7F27Vr06dNHdCSts3nzZhgYGCApKQnh4eEoLi4WHYlIq3GAkkr4+/tjzZo1mDp1KlxcXETH0SpXr17FsGHDMGzYMLRo0QKHDx/GjBkzUKUKFxojqkgcoFThUlJSMHnyZNjY2GDxP9eSozLZvHkzDA0NkZSUhMWLF2Pv3r0wNDQUHYtIJ3CAUoU6duwYHBwcYGZmhvXr16NyZX7LlYerV69i6NChL7TO6dOns3USqRB/mlGFuXz5MszNzVG7dm3IZDLUqlVLdCStEBsbC0NDQ8hkMixZsoStk0gQ/rpKFeLBgwewsrLCjRs3kJ2djffff190JI139epVTJgwAXFxcejcuTMiIiJgYGAgOhaRzmIDpXInl8vh7OyM/Px8REdHo0OHDqIjabyXtU4OTyKxOECp3Hl7eyMuLg4+Pj6wsrISHUejPb3WaW9vjxYtWuDIkSOYNm0ar3USqQEOUCpXkZGRWLRoEVxdXfHNN9+IjqOxJEnCpk2bYGBgwNZJpKY4QKncZGVlwc3NDX379sXq1au5QLySnrZOBwcHtGrViq2TSE1xgFK5OH36NGxsbNCyZUvExcWhatWqoiNpnOdb59atW7FkyRLk5uaydRKpKQ5QKrNbt25h8ODBAIDk5GTUq1dPcCLNU1hYyNZJpGE4QKlMioqKYGdnhzNnziAhIQGtW7cWHUmjPG2dhoaGSE5OxtKlS9k6iTQEf70lpUmShAkTJiA9PR2RkZHo1auX6EgapbCwEOPHj8eWLVvQpUsXREREoF27dqJjEdFbYgMlpfn5+SE4OBgzZ86Ek5OT6DgaQ5IkbNy4EYaGhkhJSYGPjw9yc3M5PIk0DAcoKSUpKQlTpkyBnZ0dFixYIDqOxigsLISdnR2GDx+O1q1b48iRI5gyZQqvdRJpIA5QKrUjR45gxIgR6NSpEyIjI7lA/Ftg6yTSPvzJR6Vy8eJFWFhYoH79+pDJZKhZs6boSGrvVa1TT09PdDQiKgMOUHpr9+/fh6WlJW7fvo3k5GS89957oiOpNUmSEBMTAwMDA7ZOIi3ECy/0VuRyOUaNGoWjR49CJpPBxMREdCS1VlhYCE9PTyQkJKBbt24IDw/HRx99JDoWEZUjNlB6KzNmzEBiYiL8/Pz+XjSB/u351rlt2zb4+voiJyeHw5NIC3GA0huFhobCx8cHnp6e8PLyEh1HbV25cgVDhgzBiBEj0KZNGxw9ehTffvstr3USaSkOUHqtPXv2wMPDA59//jlWrFjBBeJf4mnrNDQ0xPbt29k6iXQEByi90m+//QZbW1t8+OGHiI2N5QLxL/F862zbti1bJ5EO4QCll7px4wYGDx4MPT09JCcno27duqIjqRVJkhAdHQ1DQ0Ps2LEDy5YtQ3Z2NlsnkQ7hXbj0L0+ePIGtrS3Onz+P9PR0tGzZUnQktXLlyhV4enoiMTER3bt3R3h4ONq2bSs6FhGpGBsovUCSJLi7uyMzMxNhYWHo0aOH6Ehq41Wtk8OTSDexgdILli5dioiICMyZMwcjR44UHUdtXLlyBR4eHkhKSmLrJCIAbKD0nPj4eMyYMQMODg6YO3eu6DhqQZIkbNiwAQYGBti5cydbJxH9jQ2UAAD5+flwdHT8e9Uc/rkKcPnyZXh6erJ1EtFLsYESLly4AAsLCzRs2BCJiYmoUaOG6EhCPW2dhoaG2LlzJ3744Qe2TiL6FzZQHXfv3j1YWFjg/v372LVrFxo1aiQ6klCXL1+Gh4cHZDIZPv74Y4SFhXFwEtFLsYHqsJKSEowYMQI//fQTYmNjYWRkJDqSMJIkISoqCoaGhkhNTcUPP/yArKwsDk8ieiU2UB02depUbN26FatWrcLAgQNFxxHmn60zPDwcbdq0ER2LiNQcG6iOCgoKgp+fH7788ktMmDBBdBwh/tk6/fz8kJWVxeFJRG+FDVQHpaWlYfz48Rg0aBD8/PxExxGCrZOIyooNVMecOHECdnZ2aNeuHTZu3IgqVXTrdyi2TiIqL7r101PHXb9+Hebm5qhRowaSk5NRu3Zt0ZFU6vLly3B3d8fWrVvRo0cPhIeH48MPPxQdi4g0FBuojnj8+DFsbGxw8eJFJCUloVmzZqIjqYwkSVi/fj0MDAywa9cu+Pn5ITMzk8OTiMqEDVQHSJIEV1dX5OTkYOPGjejatavoSCpz6dIleHh4sHUSUbljA9UB33//PaKiojB//nzY29uLjqMST1unoaEh0tLSsHz5crZOIipXbKBaLjY2Ft7e3hg1ahRmz54tOo5KXLp0Ce7u7khOTmbrJKIKwwaqxQ4cOABnZ2f06NEDISEhWr9AvCRJWLduHQwNDbF79262TiKqUGygWurcuXOwtLREkyZNkJCQgOrVq4uOVKGeb509e/ZEWFgYBycRVSg2UC10584dmJub4/Hjx0hOTkaDBg1ER6ow/2ydP/74I1snEakEG6iWKS4uhoODA06cOIEdO3agXbt2oiNVGLZOIhKJDVTLTJ48Gdu3b0dAQAA+++wz0XEqhCRJiIyMZOskIqHYQLVIQEAAVq5cia+//hru7u6i41SIS5cuYdy4cUhJScEnn3yCsLAwtG7dWnQsItJBbKBaYseOHfDy8oKFhQV8fX1Fxyl3z7fO9PR0/Pjjj8jIyODwJCJh2EC1wPHjxzFs2DAYGxsjOjoaenp6oiOVq4sXL8Ld3Z2tk4jUChuohrt69SrMzc2hr6+PrVu3Ql9fX3SkcvPP1rlixQq2TiJSG2ygGuzRo0ewtrbG1atXkZWVhaZNm4qOVG4uXryIcePGYdu2bWydRKSW2EA1lCRJcHFxwb59+xAVFYVOnTqJjlQuJElCREQEDA0NkZGRAX9/f7ZOIlJLbKAaat68eYiJicHixYsxZMgQ0XHKxfOts1evXggLC0OrVq1ExyIieik2UA0UHR2NefPmYcyYMZg2bZroOGX2sta5Z88eDk8iUmtsoBpm7969GDNmDHr37o3AwECNXyCerZOINBUbqAY5c+YMrK2t8cEHHyA+Ph7VqlUTHUlpkiQhPDycrZOINBYbqIa4ffs2zM3NUVRUhOTkZNSvX190JKX9+eefGDduHLZv387WSUQaiw1UAxQXF2PYsGH47bffsGXLFrRt21Z0JKU8bZ1GRkbIzMxk6yQijcYGquYkSYKXlxdSU1MREhKCPn36iI6klOdbZ+/evREaGsrBSUQajQ1Uzfn7+2PNmjWYMmUKxo4dKzpOqf2zda5cuRLp6ekcnkSk8dhA1VhKSgomT54Ma2trLFmyRHScUvvzzz/h5uaGHTt2sHUSkdZhA1VTx44dg4ODA8zMzBAVFYXKlTXn/ypJkhAWFgZDQ0NkZWVh1apVbJ1EpHXYQNXQ5cuXYW5ujtq1a0Mmk6FWrVqiI721f7bOsLAwtGzZUnQsIqJypzm1Rkc8ePAAVlZWuHHjBrZu3Yr3339fdKS38qrWyeFJRNqKDVSNyOVyODs7Iz8/HwkJCejQoYPoSG/lwoULGDduHHbs2IFPP/0UoaGhHJxEpPXYQNWIt7c34uLi4OPjAysrK9Fx3kiSJISGhsLIyAjZ2dlYtWoVdu/ezeFJRDqBDVRNREZGYtGiRXB1dcU333wjOs4bXbhwAW5ubti5cydbJxHpJDZQNZCVlQU3Nzf07dsXq1evVusF4p9vnTk5OQgICGDrJCKdxAYq2OnTp2FjY4OWLVsiLi4OVatWFR3plf7ZOsPCwtCiRQvRsYiIhGADFejWrVswNzcHACQnJ6NevXqCE72cJEkICQmBoaHhC62Tw5OIdBkbqCBFRUWws7PDH3/8gbS0NLRu3Vp0pJc6f/483NzckJqaij59+iA0NJSDk4gIbKBCSJKECRMmID09HSEhIejVq5foSP/ytHUaGRkhNzcXq1evRlpaGocnEdH/sIEK4Ofnh+DgYMycORNOTk6i4/wLWycR0ZuxgapYUlISpkyZAjs7OyxYsEB0nBdIkoTg4GC2TiKit8AGqkJHjhzBiBEj0KlTJ0RGRqrVAvFsnUREpaM+P8G13MWLF2FhYYH69esjKSkJNWvWFB0JAFsnEZGy2EBV4P79+7C0tMTt27eRk5ODxo0bi44EQNE6XV1dsWvXLvTt2xehoaFo3ry56FhERBqBDbSCyeVyjBo1CkePHkVMTAxMTU1FR3qhde7btw9r1qzBrl27ODyJiEqBDbSCzZgxA4mJiVi+fPnfiyaIdO7cObi5ubF1EhGVERtoBQoNDYWPjw88PDzw1VdfCc0iSRKCgoJgbGz8d+tMS0vj8CQiUhIbaAXZs2cPPDw88Pnnn8Pf31/oAvHnzp2Dq6sr0tLS0K9fP4SEhHBwEhGVERtoBfjtt99ga2uLDz/8ELGxscIWiH++de7fvx+BgYG81klEVE7YQMvZjRs3MHjwYOjp6SE5ORl169YVkoOtk4ioYrGBlqMnT57A1tYW58+fR2JiopD3yJQkCWvXroWRkRFbJxFRBWIDLSeSJMHd3R2ZmZmIiopCjx49VJ7h+db52WefISQkBM2aNVN5DiIiXcAGWk6WLl2KiIgIzJkzByNHjlTpsV/WOlNTUzk8iYgqEBtoOYiPj8eMGTPg4OCAuXPnqvTY586dw9ixY7F79262TiIiFWIDLaP8/Hw4OjqiW7duCA8PV9mfqzzfOg8cOIC1a9eydRIRqRAbaBn8+eefsLS0RMOGDZGYmIgaNWqo5Lhnz56Fq6srWycRkUBsoEq6d+8eLCwscO/ePSQnJ6NRo0YVfkxJkhAYGAhjY2McPHgQQUFBbJ1ERIKwgSqhpKQEI0aMwLFjx5CSkgIjI6MKP+bZs2cxduxYpKen4/PPP0dISAg++OCDCj8uERG9HBuoEqZOnYqtW7dixYoVGDhwYIUeSy6X/9068/LyEBQUhJ07d3J4EhEJxgZaSkFBQfDz88PEiRMxceLECj0WWycRkfpiAy2FtLQ0jB8/HoMGDcLy5csr7DhyuRxr1qyBkZERWycRkZpiA31LJ06cgJ2dHdq1a4eNGzeiSpWK+ac7c+YMXF1d2TqJiNQcG+hbuH79OszNzVG9enUkJyejdu3a5X6Mp62T1zqJiDQDG+gbPH78GDY2Nrh48SIyMjIq5E9Gzpw5g7Fjx2LPnj3o378/goODOTiJiNQcG+hrSJIEV1dX5OTkIDIyEt26dSvX/cvlcqxevRrGxsbIz89HcHAwduzYweFJRKQB2EBf4/vvv0dUVBTmz58Pe3v7ct03WycRkWZjA32F2NhYeHt7Y9SoUZg9e3a57ff51nno0CGEhISwdRIRaSA20Jc4cOAAnJ2d0aNHD4SEhJTbAvHPt84BAwYgODgYTZs2LZd9ExGRarGB/sO5c+dgaWmJJk2aICEhAdWrVy/zPuVyOQICAl5ondu3b+fwJCLSYGygz7lz5w7Mzc3x+PFjZGRkoEGDBmXe55kzZ+Di4oKMjAy2TiIiLcIG+j/FxcVwcHDAiRMnEBcXh3bt2pVpf8+3zsOHD7N1EhFpGTbQ/5k8eTK2b9+OwMBAfPbZZ2Xa1x9//IGxY8eydRIRaTE2UAABAQFYuXIlvv76a7i7uyu9n6et08TEBIcPH0ZoaChbJxGRltL5Brpjxw54eXnBwsICvr6+Su/njz/+gIuLCzIzMzFw4EAEBQVxcBIRaTGdbqA///wz7O3tYWxsjOjoaOjp6ZV6H3K5HKtWrYKxsTGOHDmC0NBQbNu2jcOTiEjL6WwDvXr1KszNzVGzZk1s3boV+vr6pd4HWycRke7SyQb66NEjWFtbo7CwEDKZrNRD75+tMywsjK2TiEjH6FwDlSQJLi4u2LdvHzZv3ozOnTuX6vW///47xo4d+3frDA4Oxv/93/9VUFoiIlJXOtdA582bh5iYGCxatAh2dnZv/Tq5XI6VK1fCxMTkhdbJ4UlEpJt0qoFGR0dj3rx5cHZ2xvTp09/6dc+3zkGDBiEoKIiDk4hIx+lMA927dy/GjBmDXr16ISgo6K0WiH++dR49ehRhYWFISUnh8CQiIt1ooGfOnIG1tTU++OADbNmyBdWqVXvja37//Xe4uLggKyuLrZOIiP5F6xvo7du3YW5ujqKiIiQnJ6N+/fqv3f751llQUIDw8HC2TiIi+hetbqDFxcUYNmwYfvvtN6SmpqJt27av3f706dMYO3YssrKy8MUXXyAoKAjvv/++itISEZEm0doGKkkSvLy8kJqaisDAQPTp0+eV28rlcvj7+7/QOpOTkzk8iYjolbS2gfr7+2PNmjWYMmUKxo4d+8rtTp8+DRcXF2RnZ7N1EhHRW9PKBpqSkoLJkyfD2toaS5Yseek2z7fOY8eOISIigq2TiIjemtY10GPHjsHBwQFmZmaIiopC5cr//h2BrZOIiMpKqxro5cuXYW5ujtq1a0Mmk6FWrVovfF4ul2PFihVsnUREVGZa00AfPHgAKysr3LhxA9nZ2f8ais+3zsGDB2Pt2rUcnEREpDStaKByuRzOzs7Iz89HdHQ0OnTo8MLn/tk6t27dyuFJRERlohUN1NvbG3FxcfD19YWVldXfz58+fRpjxoxBTk4OWycREZWrSpIkvfXGnTp1kvLz8yswDhERkfqoVKnSIUmSOr3sc1pxCpeIiEjVOECJiIiUwAFKRESkBI0eoEePAtu2PXs8dy6wbFnFHlMVxyAiIvWnVQOUiIhIVYQP0LNngY8+AlxdASMjYORIIC0N6NED+PBD4OBB4P59wMUF6NwZaN8eSEoCnjwB5swBNm0CzMwU/wWAX34BPv0UaNkS8Pd/dhxra6BjR8DQEAgKeva8vj4waxZgagp06wYUFiqeP3cO6NcPMDFR/Pf8edX8exARkWYQPkAB4PRp4KuvgGPHgJMngehoICdHcap00SLg+++Bvn2BvDxgzx5gyhSgqAiYPx+wt1c0UXt7xb5OngR27lQM3nnzFNsBQFgYcOgQkJ+vGKw3biiev39fMTgLCoBevYDgYMXzEycCTk6KTCNHAl5eKv9nISIiNaYWA7RFC8DYGKhcWdEQ+/UDKlVSPHf2LJCaCixZomian34KPHr06kY4eDBQvTrw7rtAw4bPGqW//7OWeeECcOqU4vlq1QBzc8XHHTsqjgcA+/YBI0YoPnZ0VAx0IiKip9RiJaLq1Z99XLnys8eVKwPFxYCeHhAfD7Rt++LrDhx4/b709BSvz8hQnBbetw+oWfPZEAaAqlUVw/r57V/m6TZERESAmjTQNxkwAFi5Eni6aNKRI4r//uc/wN27b3797dtAvXqK4XnyJLB//5tf8/HHwMaNio83bAB69lQuOxERaSeNGKDe3oprmSYmihuNvL0Vz/fpo7hp6PmbiF5m4EBFszQxUby2W7c3H9PfHwgPV7xm/XpgxYpy+VKIiEhLcC1cIiKiV+BauEREROWMA5SIiEgJHKBERERK4AAlIiJSAgcoERGREjhAiYiIlMABSkREpAQOUCIiIiVwgBIRESmBA5SIiEgJHKBERERK4AAlIiJSAgcoERGREjhAiYiIlMABSkREpAQOUCIiIiVwgBIRESmhkiRJb79xpUrXAJyruDhERERqpZkkSQ1e9olSDVAiIiJS4ClcIiIiJXCAEhERKYEDlIiISAkcoERERErgACUiIlICBygREZESOECJiIiUwAFKRESkBA5QIiIiJfw/nCo83rl6En4AAAAASUVORK5CYII=\n", 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", 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" + "
" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Vq7Njxw48PT0feezBgwdp2bIlZrOZrl27Jpc0cQ4qZyIiImlcZGQk9erVIzY2llq1arF161Zy5sz5yGMvXLiAn58fd+7coWbNmsyePVubmTsZlTMREZE0bNu2bTRs2JC4uDjq169PeHg42bNnf+SxcXFxBAQEcOrUKV544YXkLZrEuaiciYiIpFFhYWEEBARw//59GjVqxObNm8maNesjj7VYLHTq1IlvvvmGPHnyYDKZyJMnj4MTS0qonImIiKRBwcHBNG3alPj4eJo1a8aGDRvInDnzPx4/atQo1q1bh7u7O5s2baJMmTIOTCupoXImIiKSxqxevZoWLVqQmJhImzZtWL16NR4eHv94/KpVq/jkk08AmD9/PjVq1HBQUnkSKmciIiJpyNKlS2nbti1ms5mOHTsSFBSEu7v7Px6/b98+OnfuDMCQIUOS/1mcl8qZiIhIGjF//nw6d+6MxWKhR48eLF68GDc3t388/uTJkwQEBBAfH09AQADjx493YFp5UipnIiIiacCsWbPo2bMnAP369WPu3Ln/ujn5zZs38fX15fLly7z66qusXLlSm5mnEfpfSURExMlNmTKFfv36AfD+++8zffr0f12bLDExkZYtW/LLL79QpEgRwsLC/nF5DXE+KmciIiJObOzYsbz//vsAjBw5kokTJz520diBAweyfft2smbNSlhYGEWLFnVEVLGRf76DUERERAxjsVj46KOPGDt2LABjxozhww8/fOx5s2fPZtasWQCsXLmS1157za45xfZUzkRERJyMxWJh6NChTJ48GbBuTD548ODHnrd9+/bkrz/Hjx9PkyZN7JpT7EPlTERExIlYLBYGDBjAzJkzAZgxY0Zy4fo3v/zyCy1atMBsNtOhQweGDh1q76hiJypnIiIiTsJsNtOrVy/mz58PwLx58+jRo8djz7t8+TK+vr7cunWL6tWrs2DBAm1mnoapnImIiDiBpKQkunXrxtKlS3FxcWHx4sV06tTpsefdu3ePgIAATp48SenSpbWZeTqgciYiImKwxMREOnbsyKpVq3Bzc2P58uW0bt36sedZLBa6du3Kvn378PT0xGQykT9/fgckFntSORMRETFQQkICbdq0YcOGDbi7u7NmzRoCAwNTdO64ceOSC11wcDBly5a1c1pxBJUzERERg9y/f58WLVoQGhpKpkyZ2LBhA/7+/ik6d/369YwcORKAOXPmULt2bXtGFQdSORMRETFAXFwcTZs2Zdu2bWTOnJmQkBDq1auXonO/+eYbOnToAMB7771H9+7d7RlVHEzlTERExMHu3r1Lo0aN2LVrF1mzZiU8PJxatWql6NxTp07RqFEj7t27h6+vb/JaaJJ+qJyJiIg40O3bt/H19SUmJoYcOXKwZcsWqlevnuJz/fz8uHjxIhUrVmT16tW4ubnZObE4msqZiIiIg9y8eZP69evz1VdfkStXLrZv3061atVSdG5SUhKtW7fm4MGDFCxYkPDwcHLmzGnnxGIElTMREREHuHbtGj4+Puzfv588efKwc+dOqlSpkuLz33//fUwmE1myZCE0NJTixYvbMa0YSeVMRETEzq5cuUKdOnU4cOAA+fPnJyIigkqVKqX4/Pnz5zNt2jQAgoKCqFq1qp2SijNQORMREbGjixcvUqtWLX755RcKFizIrl27KF++fIrP37VrF7179wZgzJgxNG/e3F5RxUmonImIiNjJ2bNnqVWrFr/99htFihQhKiqKF198McXnHzlyhMDAQJKSkmjTpg0jRoywY1pxFipnIiIidnDq1Cm8vb05fvw4xYoVIyoqiueffz7F51+5cgVfX19u3rzJm2++yaJFi7SZeQbhanQAERGR9ObEiRN4eXlx/PhxSpUqRUxMTKqK2f3792nSpAnHjx+nZMmSbN68mSxZstgxsTgTlTMREREbOnbsGNWrV+fkyZOUKVOGmJgYSpYsmeLzLRYLPXr04IsvviBXrlyYTCaeeeYZ+wUWp6NyJiIiYiOHDx+mevXqnDlzhpdeeok9e/ZQtGjRVI0xadIkgoKCcHV1Zf369bz88st2SivOSuVMRETEBg4ePEiNGjW4cOECFSpUYPfu3RQuXDhVY2zatIlhw4YBMHPmTHx8fOwRVZycypmIiMhT+uGHH6hZsyaXL1+mcuXKREdHp/qryO+//562bdsC0KdPn+TlMyTjUTkTERF5Ct988w3e3t5cu3aNqlWrEhkZSb58+VI1xtmzZ/H39ycuLo569eolLzgrGZPKmYiIyBPau3cvderU4ebNm7z99tvs3LmT3Llzp2qMO3fu4Ofnx7lz53j55ZdZu3Yt7u5a6SojUzkTERF5AtHR0dSrV4/bt29Ts2ZNtm3bRq5cuVI1htlspm3btvz4448UKFCA8PBwPD097ZRY0gqVMxERkVTauXMnDRo0IDY2lrp162IymciRI0eqxxk+fDihoaFkzpyZkJAQSpUqZYe0ktaonImIiKSCyWTCz8+Pe/fu4evrS2hoKNmyZUv1OEuWLGHSpEnJ//zmm2/aOqqkUSpnIiIiKbR582aaNGlCfHw8TZo0YePGjU+0cv/u3bvp0aMHAB999BGtW7e2dVRJw1TOREREUmDdunU0a9aMhIQEWrZsydq1a8mUKVOqxzl27BhNmjQhMTGRFi1aMGrUKNuHlTRN5UxEROQxli9fTuvWrUlKSqJ9+/asXLkSDw+PVI9z7do1fH19uX79OlWrVmXp0qXazFz+RuVMRETkXyxevJiOHTtiNpvp2rUrS5cuxc3NLdXjJCQkEBgYyNGjRylevDghISFkzZrVDoklrVM5ExER+Qdz5syha9euWCwWevfuzfz583F1Tf1fnRaLhV69ehEdHU2OHDkIDw+nUKFCdkgs6YHKmYiIyCNMmzYteQulgQMHMmvWrCcqZgCfffYZixYtwtXVlbVr11KxYkVbRpV0RuVMRETkf0yYMIGBAwcC1rXIpkyZ8sT3hoWFhfH+++8D1pLWsGFDm+WU9EnlTERE5P9ZLBZGjx7N8OHDARg9ejTjxo174mJ24MABWrdujcVioWfPnvTr18+WcSWd0uZdIiIiWIvZiBEjGD9+PADjx49n2LBhTzze+fPn8fPzIzY2ltq1azNz5kw9mSkponImIiIZnsViYdCgQUybNg2wfv343nvvPfF4d+/exd/fnzNnzlC2bFk2bNjwREtvSMakciYiIhma2WymX79+zJ49G4DZs2fTq1evpxqvQ4cO7N+/n3z58mEymcidO7eN0kpGoHImIiIZltlspkePHixatAgXFxcWLFhA165dn2rMjz76iODgYDw8PNi8eTOlS5e2UVrJKFTOREQkQ0pKSqJz584sX74cV1dXli1bRrt27Z5qzOXLlzNu3DgAFi5cyDvvvGOLqJLBqJyJiEiGk5CQQPv27Vm7di1ubm6sWrWKFi1aPNWYX3zxRfJVt+HDh9OhQwdbRJUMSOVMREQylPj4eFq2bMnmzZvx8PBg3bp1NG7c+KnGPH78OI0bNyYhIYGmTZsyduxYG6WVjEjlTEREMox79+4RGBjIli1byJQpExs3bsTX1/epxrxx4wZ+fn5cvXqV1157LflrUpEnpXImIiIZwt27d2ncuDE7d+4kS5YshIaGUrdu3acaMyEhgebNm/Prr79StGhRwsLCyJYtm40SS0alciYiIulebGwsfn5+REdHky1bNkwmEzVr1nyqMS0WC/369SMiIoLs2bMTHh5OkSJFbJRYMjKVMxERSddu3bpFw4YN2bt3Lzlz5mTr1q28/fbbTz3urFmzmDdvHi4uLqxatYpKlSo9fVgRVM5ERCQdu3HjBvXq1eObb77B09OTHTt2ULVq1aced8uWLck7CEyaNIlGjRo99Zgif1E5ExGRdOnq1avUrVuXH374gbx58xIREUHlypWfetyff/6Zli1bYjab6dKlC4MGDbJBWpEHVM5ERCTduXTpErVr1+bnn3+mQIECREZGUqFChace9+LFi/j6+nLnzh1q1qzJnDlztJm52JzKmYiIpCvnz5+nVq1a/PrrrxQqVIjIyEjKlSv31OPGxcUREBDAqVOnKFOmDMHBwWTKlMkGiUUepnImIiLpxpkzZ/D29ubYsWMULVqUqKgoypQp89TjWiwWOnfuzNdff02ePHkwmUzkzZvXBolF/k7lTERE0oWTJ0/i7e3NiRMnKFGiBNHR0ZQqVcomY48ePZq1a9fi7u7Oxo0beeGFF2wyrsijaAljERFJ837//Xe8vLw4ceIEpUuXJiYmxmbFbPXq1YwePRqAefPmPfX6aCKPo3ImIiJp2pEjR/Dy8uLUqVO8+OKLxMTEULx4cZuM/dVXX9G5c2cA3n//fbp06WKTcUX+jcqZiIikWYcOHaJGjRqcO3eO8uXLs2fPHput0n/y5EkaNWrE/fv3adSoEePHj7fJuCKPo3ImIiJp0oEDB6hRowYXL16kUqVKREdHU7BgQZuMfevWLXx9fbl8+TKVKlVi5cqVuLm52WRskcdRORMRkTTnu+++w9vbm6tXr1KlShUiIyPJnz+/TcZOTEykZcuW/PLLLxQuXJjw8HBy5Mhhk7FFUkLlTERE0pR9+/ZRu3Ztrl+/TrVq1di1a5dNl7UYNGgQ27ZtI2vWrISFhVG0aFGbjS2SEipnIiKSZsTExFC3bl1u3bpF9erV2bFjB56enjYbf86cOcycOROAFStWUKVKFZuNLZJSKmciIpIm7Nq1i3r16hEbG0vt2rXZtm0bOXPmtNn4O3bsoF+/fgB8+umnNG3a1GZji6SGypmIiDi9bdu24evrS1xcHPXr1yc8PJxs2bLZbPzDhw/TvHlzkpKS6NChA8OGDbPZ2CKppXImIiJOLTQ0lICAgOQlLTZv3kyWLFlsNv7ly5fx9fXl1q1bvPPOO8yfP1+bmYuhVM5ERMRpbdiwgcDAQOLj42nWrBkbNmwgc+bMNhv//v37NG7cOHlngU2bNtl0fJEnoXImIiJOadWqVbRs2ZLExETatGnD6tWr8fDwsNn4FouFrl278uWXX+Lp6YnJZLLZchwiT0PlTEREnM7SpUtp164dZrOZTp06ERQUhLu7u03n+PTTT5MXlw0ODqZs2bI2HV/kSamciYiIU5k/fz6dO3fGYrHQs2dPFi1aZPPV+Tds2MCHH34IwOeff07t2rVtOr7I01A5ExERpzFz5kx69uwJQP/+/ZkzZw6urrb9q+rbb7+lffv2AAwYMCB5PhFnoXImIiJOYfLkyfTv3x+AIUOGMG3aNJs/NXnq1Cn8/f25d+8eDRs2ZMqUKTYdX8QWVM5ERMRwY8eOZciQIQCMHDmSCRMm2LyY3b59Gz8/Py5evEiFChVYs2aNNjMXp2TbuytFRERSwWKx8NFHHzF27FjAWtJGjBhh83mSkpJo06YNBw8epGDBgoSHh9t0dwERW1I5ExERQ1gsFoYOHcrkyZMB69eagwcPtstcQ4YMITw8nCxZshAaGkqJEiXsMo+ILaiciYiIw1ksFgYMGJC8yfjMmTPp27evXeZasGABn332GQBBQUFUrVrVLvOI2IrKmYiIOJTZbKZXr17Mnz8fsC6d0b17d7vMFRkZSe/evQH45JNPaN68uV3mEbEllTMREXGYpKQkunXrxtKlS3FxcWHJkiV07NjRLnMdOXKEwMBAEhMTad26dfK6ZiLOTuVMREQcIjExkQ4dOrB69Wrc3NxYvnw5rVu3tstcV69exdfXlxs3bvDmm2+yePFibWYuaYbKmYiI2F1CQgKtW7cmODgYd3d31qxZQ2BgoF3mio+Pp0mTJhw/fpySJUuyefNmsmTJYpe5ROxB5UxEROzq/v37NG/enLCwMDJlysSGDRvw9/e3y1x/bfkUExNDzpw5MZlMPPPMM3aZS8ReVM5ERMRu4uLiaNq0Kdu2bSNz5syEhIRQr149u803adIkli5diqurK+vXr+fll1+221wi9qJyJiIidhEbG0ujRo2IjIwka9ashIeHU6tWLbvNt2nTJoYNGwbAjBkz7FoCRexJ5UxERGzu9u3b+Pr6EhMTQ44cOdiyZQvVq1e323zff/89bdu2BaBPnz706dPHbnOJ2JvKmYiI2NTNmzepX78+X331Fbly5WL79u1Uq1bNbvOdPXsWf39/4uLi8PHxYdq0aXabS8QRVM5ERMRmrl27ho+PD/v37ydPnjzs3LmTKlWq2G2+2NhY/Pz8OHfuHOXKlWPdunW4u+uvNknb9G+wiIjYxOXLl6lbty4HDhwgf/78REREUKlSJbvNZzabadu2LT/++CMFChTAZDLh6elpt/lEHEXlTEREntqFCxeoXbs2v/zyCwULFiQyMtLuT0p+8MEHhISEkClTJkJCQihVqpRd5xNxFJUzERF5KmfPnqVWrVr89ttvFClShKioKF588UW7zrl06VImTpwIwJIlS3jzzTftOp+II6mciYjIEzt16hTe3t4cP36c4sWLExUVRenSpe065549e+jRowcAI0eOpE2bNnadT8TRVM5EROSJ/PHHH3h7e/Pnn39SqlQpoqOjKVGihF3nPHbsGE2aNCEhIYEWLVowevRou84nYgRXowOIiEjac/ToUby8vPjzzz8pU6YMMTExdi9m169fx9fXl2vXrvHGG2+wdOlSbWYu6ZLKmYiIpMrhw4fx8vLizJkzlCtXjj179lC0aFG7zpmQkEBgYCBHjx6lWLFihIaGkjVrVrvOKWIUlTMREUmxgwcPUqNGDS5cuEDFihWJjo6mcOHCdp3TYrHQu3dvoqKiyJEjByaTiUKFCtl1ThEjqZyJiEiK/PDDD9SsWZPLly9TuXJloqKieOaZZ+w+77Rp01i4cCGurq6sXbuWihUr2n1OESOpnImIyGN98803eHt7c+3aNapWrUpkZCT58uWz+7zh4eEMHjwYgKlTp9KwYUO7zyliNJUzERH5V3v37qVOnTrcvHmTt99+m507d5I7d267z/vTTz/RqlUrLBYLPXr0oH///nafU8QZqJyJiMg/io6OxsfHh9u3b1OzZk22b99Orly57D7v+fPn8fX1JTY2ltq1azNr1iw9mSkZhsqZiIg80o4dO2jQoAF3797Fx8eHLVu2kD17drvPe/fuXRo1asSZM2coW7YsGzZswMPDw+7zijgLlTMREfkbk8mEv78/9+7dw9fXl5CQEIcsXWE2m+nQoQPfffcd+fLlw2QyOeQrVBFnonImIiIP2bRpE02aNCE+Pp4mTZqwceNGsmTJ4pC5P/roI4KDg/Hw8GDTpk123wpKxBmpnImISLK1a9fSvHlzEhISaNmyJevWrSNTpkwOmXvFihWMGzcOgIULF1K9enWHzCvibFTOREQEgOXLl9OmTRuSkpJo3749K1euxN3dMVsw7927l65duwIwfPhwOnTo4JB5RZyRypmIiLBo0SI6duyI2Wyma9euLF26FDc3N4fM/ccff9C4cePkr1HHjh3rkHlFnJXKmYhIBjd79my6deuWvE3S/PnzcXV1zF8PN27cwNfXlytXrvDaa6+xYsUKh80t4qz0X4CISAY2bdo0+vTpA8DAgQOZNWuWw8pRYmIizZs359dff+XZZ58lLCyMbNmyOWRuEWemciYikkGNHz+egQMHAvDBBx8wZcoUhy30arFY6NevHxEREWTLlo3w8HCKFCnikLlFnJ3KmYhIBmOxWBg1ahQffPABAKNHj2bs2LEOXYH/888/Z+7cubi4uLBq1SpeffVVh80t4uwc8xiOiIg4BYvFwgcffMCECRMAmDBhAkOHDnVohq1btzJgwAAAJk6cSEBAgEPnF3F2KmciIhmExWJh0KBBTJs2DYDPPvuM9957z6EZfv75Z1q2bInZbKZLly4MHjzYofOLpAUqZyIiGYDZbKZv377MmTMHsD6h2atXL4dmuHjxIn5+fty+fZsaNWowZ84cbWYu8ggqZyIi6ZzZbKZHjx4sWrQIFxcXFi5cSJcuXRya4d69ewQEBPDnn39SpkwZNm7c6LCdB0TSGpUzEZF0LDExkc6dOyevH7Zs2TLatWvn0AwWi4XOnTvz9ddfkydPHkwmE3nz5nVoBpG0ROVMRCSdSkhIoF27dqxbtw43NzdWrVpFixYtHJ7jk08+Yc2aNbi7u7Nx40ZeeOEFh2cQSUtUzkRE0qH4+HhatmzJ5s2b8fDwYN26dTRu3NjhOdasWcOoUaMAmDt3LjVr1nR4BpG0RuVMRCSduXfvHoGBgWzZsoXMmTOzceNGGjZs6PAcX3/9NZ06dQJg8ODByRubi8i/UzkTEUlH7t69S+PGjdm5cydZsmQhNDSUunXrOjzHyZMnadSoEffv38ff3z95XTUReTyVMxGRdOLOnTv4+/sTHR1N9uzZMZlM1KhRw+E5bt26hZ+fH5cuXaJSpUqsWrUKNzc3h+cQSatUzkRE0oFbt27RoEEDvvzyS3LmzMm2bdt46623HJ4jMTGRli1bcujQIQoXLkx4eDg5cuRweA6RtEzlTEQkjbt+/Tr16tXj22+/JXfu3OzYsYM33njDkCyDBw9m27ZtZM2albCwMIoWLWpIDpG0TOVMRCQNu3r1KnXq1OHHH38kb968REREULlyZUOyzJ07lxkzZgCwYsUKqlSpYkgOkbRO5UxEJI26dOkStWvX5ueff6ZAgQJERkZSoUIFQ7Ls3LmTvn37AvDpp5/StGlTQ3KIpAcqZyIiadD58+epVasWv/76K4ULFyYyMpKXXnrJkCyHDx+mWbNmJCUl0b59e4YNG2ZIDpH0QuVMRCSNOXPmDN7e3hw7doyiRYsSFRVFmTJlDMly+fJlfH19uXXrFu+88w4LFizQZuYiT8nV6AAiIpJyJ0+epHr16hw7doySJUsSExNjWDG7f/8+jRs35sSJEzz33HNs2rSJzJkzG5JFJD1RORMRSSN+//13qlevzokTJyhdujR79uyhVKlShmSxWCx069aNL7/8Ek9PT0wmE/nz5zcki0h6o3ImIpIGHDlyBC8vL06fPk3ZsmWJiYmhePHihuUZP348K1aswM3NjQ0bNhh2v5tIeqRyJiLi5A4dOoSXlxfnzp2jfPny7N69myJFihiWZ8OGDYwYMQKAzz//nDp16hiWRSQ9UjkTEXFiP/74IzVq1EjeCik6OpqCBQsalue7776jffv2AAwYMICePXsalkUkvVI5ExFxUt999x3e3t5cvXqV119/naioKEPv6zp9+jT+/v7cu3ePhg0bMmXKFMOyiKRnKmciIk5o37591K5dmxs3bvDmm28SERFBnjx5DMtz584d/Pz8uHDhAhUqVGDNmjXazFzETlTORESczJ49e6hbty63bt3Cy8uL7du34+npaViepKQkWrduzU8//UTBggUJDw8nZ86chuURSe9UzkREnMiuXbuoX78+sbGx1K5dm61btxpehIYOHUp4eDiZM2cmNDSUEiVKGJpHJL1TORMRcRJbt27F19eXuLg4GjRoQHh4ONmyZTM008KFC5k6dSoAQUFBVK1a1dA8IhmBypmIiBMIDQ0lICCA+/fv06hRIzZt2kSWLFkMzRQVFUWvXr0AGD16NC1atDA0j0hGoXImImKwDRs2EBgYSEJCAs2aNWPDhg2Gb4P022+/0bRpUxITE2ndujUjR440NI9IRqJyJiJioFWrVtGyZUsSExNp06YNq1evxsPDw9BMV69exdfXlxs3blCtWjUWL16szcxFHEjlTETEIEuXLqVdu3aYzWY6depEUFAQ7u7uhmaKj4+nadOm/P7775QsWZKQkBDDv14VyWhUzkREDDB//nw6d+6MxWKhZ8+eLFq0yPB1wywWC++++y579uwhZ86chIeH88wzzxiaSSQjUjkTEXGwmTNnJm971L9/f+bMmYOrq/F/HE+ePJklS5bg6urK+vXrKV++vNGRRDIk4/80EBHJQCZPnkz//v0BGDJkCNOmTXOK+7k2b97MsGHDAJgxYwb16tUzOJFIxqVyJiLiIGPGjGHIkCEAfPTRR0yYMMEpitkPP/xA27ZtsVgs9O7dmz59+hgdSSRDM/bOUxGRDMBisTBy5EjGjRsHwNixYxkxYoTBqazOnj2Ln58fd+/excfHh+nTpxsdSSTDUzkTEbEji8XCkCFDmDJlCmD9WnPw4MEGp7KKjY3F39+fc+fOUa5cOdatW2f406IionImImI3FouFAQMGMHPmTMD6IEDfvn0NTmVlNptp164dP/zwA/nz58dkMhm6ubqIPKByJiJiB2azmV69ejF//nxcXFyYN28e3bt3NzpWshEjRrB582YyZcpESEgIpUqVMjqSiPw/lTMRERtLSkqia9euLFu2DBcXF5YsWULHjh2NjpVs6dKlTJgwAYAlS5bw1ltvGZxIRP6bypmIiA0lJibSoUMHVq9ejZubG8uXL6d169ZGx0q2Z88eevToAcDIkSNp06aNwYlE5H+pnImI2EhCQgKtW7cmODgYd3d31q5dS9OmTY2Olez333+nSZMmJCQk0Lx5c0aNGmV0JBF5BJUzEREbuH//Ps2bNycsLIxMmTKxYcMG/P39jY6V7Pr16/j6+nLt2jXeeOMNli1b5hS7EojI36mciYg8pbi4OJo0acL27dvJkiULmzdvdqoV9hMSEggMDOS3336jWLFihIaGkjVrVqNjicg/UDkTEXkKsbGxNGrUiMjISLJmzUp4eDi1atUyOlYyi8VCnz59iIqKIkeOHJhMJgoVKmR0LBH5FypnIiJP6Pbt2/j6+hITE0OOHDnYsmUL1atXNzrWQ6ZPn86CBQtwcXFhzZo1VKxY0ehIIvIYKmciIk/g5s2b1K9fn6+++opcuXKxfft2qlWrZnSsh4SHhzNo0CAApk6diq+vr8GJRCQlVM5ERFLp2rVr+Pj4sH//fvLkycPOnTupUqWK0bEe8tNPP9GqVSssFgvdu3dnwIABRkcSkRRSORMRSYXLly9Tp04dfvrpJ/Lnz8+uXbt45ZVXjI71kPPnz+Pn50dsbCy1atXi888/x8XFxehYIpJCKmciIil04cIFateuzS+//ELBggWJjIzk5ZdfNjrWQ+Li4mjUqBGnT5/mxRdfZMOGDXh4eBgdS0RSQeVMRCQFzp49i7e3N0ePHqVIkSJERUXx4osvGh3rIWazmQ4dOvDdd9+RN29eTCYTefLkMTqWiKSSViAUEXmMU6dO4eXlxdGjRylevDgxMTFOV8wAPv744+QrZZs3b+b55583OpKIPAGVMxGRf/HHH39QvXp1jh8/znPPPUdMTAylS5c2OtbfrFy5krFjxwKwYMECp1vSQ0RSTuVMROQfHD16lOrVq/Pnn3/ywgsvsGfPHkqUKGF0rL/58ssv6dKlCwDDhg2jY8eOxgYSkaeiciYi8giHDx/Gy8uLs2fPUq5cOXbv3k3RokWNjvU3f/zxBwEBAcTHx9OkSRPGjRtndCQReUoqZyIi/+PgwYPUqFGDCxcuULFiRXbv3k3hwoWNjvU3N2/exM/PjytXrvDaa6+xfPlybWYukg7ov2IRkf/y/fffU7NmTS5fvkzlypWJioqiQIECRsf6m8TERJo3b87hw4d59tlnCQsLI3v27EbHEhEbUDkTEfl/X3/9NbVq1eLatWtUrVqVyMhI8uXLZ3SsRxowYAA7d+4kW7ZshIWFUaRIEaMjiYiNqJyJiAB79+6lTp063Lx5k7fffpuIiAhy585tdKxH+vzzz5k9ezYuLi6sWrWKypUrGx1JRGxI5UxEMryoqCh8fHy4c+cO3t7ebN++nZw5cxod65G2bdtG//79AZg4cSIBAQHGBhIRm1M5E5EMbceOHTRs2JC7d+/i4+ODyWRy2nu3Dh06RIsWLTCbzXTu3JnBgwcbHUlE7EDlTEQyLJPJhL+/P/fu3cPPz4+QkBCyZs1qdKxHunTpEr6+vty+fRsvLy/mzp2rzcxF0imVMxHJkDZt2kTjxo2Jj4+nadOmBAcHkyVLFqNjPdK9e/cICAjgzz//pEyZMmzcuJFMmTIZHUtE7ETlTEQynLVr19K8eXMSExNp2bIla9euddqyY7FY6Ny5M1999RV58uTBZDI57ROkImIbKmcikqEEBQXRpk0bkpKS6NChAytXrsTd3d3oWP9ozJgxrFmzBnd3d4KDg3nhhReMjiQidqZyJiIZxqJFi+jUqRNms5lu3bqxZMkS3NzcjI71j9auXcvHH38MwNy5c/H29jY4kYg4gsqZiGQIs2fPplu3blgsFvr06cO8efOcequjr7/+OnkD88GDB9O1a1djA4mIwzjvn0wiIjby2Wef0adPHwAGDRrEzJkznbqY/fnnnzRq1Ij79+/j7+/PhAkTjI4kIg7kvH86iYjYwPjx4xk0aBAAH3zwAZMnT3bqJShu3bqFr68vly5d4pVXXmHVqlVO/dWriNieypmIpEsWi4VRo0bxwQcfAPDJJ58wbtw4py5mSUlJtGrVikOHDlG4cGHCw8PJkSOH0bFExMGc9xElEZEnZLFY+OCDD5K/DpwwYQJDhw41ONXjDRo0iK1bt5I1a1bCwsIoVqyY0ZFExAAqZyKSrlgsFgYOHMj06dMBmDZtGgMGDDA0U0rMnTuXGTNmALB8+XKqVKlicCIRMYrKmYikG2azmb59+zJnzhwA5syZw7vvvmtwqseLiIigb9++AIwbN47AwECDE4mIkVTORCRdSEpKomfPnixatAgXFxcWLlxIly5djI71WL/++ivNmjUjKSmJ9u3bM3z4cKMjiYjBVM5EJM1LTEykc+fOrFixAldXV4KCgmjbtq3RsR7rypUr+Pr6cvPmTd5++20WLFjg1A8siIhjqJyJSJqWkJBAu3btWLduHW5ubqxevZrmzZsbHeux7t+/T+PGjfnjjz947rnn2Lx5M5kzZzY6log4AS2lISJpVkJCAsOHD+fo0aO8/vrrREREpIliZrFY6N69O3v37sXT0xOTyUT+/PmNjiUiTkJXzkQkzfLw8GDKlClGx0i1CRMmsHz5ctzc3NiwYQMvvfSS0ZFExInoypmIiAMFBwcnL4z7+eefU6dOHYMTiYizUTkTEXGQ7777jvbt2wPQv39/evbsaXAiEXFGKmciIg5w+vRp/P39iYuLo0GDBkydOtXoSCLipFTORETs7M6dO/j7+3PhwgXKly/PmjVrtJm5iPwjlTMRETtKSkqiTZs2HDhwgGeeeQaTyUSuXLmMjiUiTkzlTEScTo0a4AzbYZ48CS4ucODAk48xbNgwwsLCyJw5M6GhoZQoUcJW8UQknVI5ExHD7N5tLT83bhidxD4WLVqUvNTHsmXL+M9//mNwIhFJC1TORETsIDo6OnnT9dGjR9OyZUuDE4lIWqFyJiJ2ZbHApEnw3HOQNSu88goEB1u/MqxZ03pMnjzWK2gdOz44z2yGIUMgb14oVAhGjXp43M8+gwoVIHt2KFYMevWCO3cefL5sGeTODTt2wEsvQY4cUK8enD//8ByffAJFi0LmzFCpEmzf/vS/5qNHj9K0aVMSExNp1aoVI0eOfPpBRSTDUDkTEbv68ENYuhTmzoVffoH33oO2beHPP2HjRusxv/1mLU0zZjw4LyjIWry++cZa7j75BCIiHnzu6gozZ8KhQ9Zjo6KsZe6/3b0LU6bAihUQEwOnTsHgwQ8+nzEDpk61HnPwIPj4gL8/HDv25L/eq1ev0rBhQ65fv061atVYsmSJNjMXkVRxsVgslscddOvWLTw9Pbl586aeMhKRFIuNhfz5rcWpWrUH73ftai1O3btbr55dv269yvWXGjUgKQm++OLBe2+8Ad7eMGHCo+fasAHefReuXLG+XrYMOnWC33+H0qWt782ZYy15Fy5YXz/7LPTuDf+/YH/yPK+/DrNnW6/ulSoFP/5ovar2OPHx8fj4+LB7925KlCjBN998Q8GCBR9/ooike6npUtpbU0Ts5vBhuHcP/neHovh4ePXVfz+3YsWHXxcuDJcuPXgdHQ2ffmqd49YtSEy0zhUba73iBpAt24Ni9r9j3LoF587BW289PM9bb8FPP6X81/gXi8XCu+++y+7du8mZMycmk0nFTESeiMqZiNiN2Wz9ecsW61Wq/5Y5Mxw//s/neng8/NrF5cF4f/4JDRpAz54wZoz1vrS9e6FLF0hI+Pcx/ve7gv/9xtFi+ft7KTFlyhSWLFmCq6sr69ato3z58qkfREQElTMRsaNy5awl7NQp8PL6++enT1t/TkpK3bj791uvlE2dar33DGD9+tSNkSsXFCliLXXVqz94f98+61ebqREdHc3QoUMBmD59OvXr10/dACIi/0XlTETsJmdO6w34771nver19tvWrxP37bM+PVm7tvUqlclkvRKWNav1/ccpXdpazmbNAj8/+PJLmDcv9fnefx8+/tg6XqVK1gcXDhyAVatSN86HH36IxWKhV69e9OnTJ/VBRET+i57WFBG7GjMGPvoIxo+3Lmnh4wPh4dYb7Z99FkaPhmHDoGBBSGmvqVTJupTGxIlQvry1TI0fn/ps/frBoEHWHxUqWJfRCAuDMmVSN05cXBx169ZlxowZejJTRJ6antYUEXlKgYGBLF68GE9PT6OjiIiTSk2X0pUzEZGnNH36dBUzEbEZlTMRkadUtGhRoyOISDqiciYiIiLiRFTORERERJyIypmIiIiIE1E5ExEREXEiKmciIiIiTkTlTERERMSJqJyJiF0cOXKEt956i8qVKzNhwgSj44iIpBkqZyJic+fOnaN27drs27ePAgUKMHjwYKMjiYikGSpnImJTd+/epVGjRpw9e5ayZcuybt063N3djY4lIpJmqJyJiM2YzWY6dOjA/v37yZcvHyaTidy5cxsdS0QkTVE5ExGb+fjjjwkODsbDw4PNmzdTunRpoyOJiKQ5KmciYhOrVq1i7NixACxYsIB33nnH4EQiImmTypmIPLV9+/bRuXNnAIYOHUrHjh2NDZQC8fFGJxAReTSVMxF5KidPniQgIID4+HgCAgL49NNPDclRowb06WP9kTs35MsHH34IFov185IlYexY6NgRPD2hWzfr+xs3wssvQ+bM1mOmTn143JIlYcwYaN0acuSAIkVg1qyHj/nsM6hQAbJnh2LFoFcvuHPnwefLllkz7dgBL71kHadePTh//uFxli61fp4lC5QtC3Pm2Ob3RkTSFpUzEXlit27dws/Pj8uXL1OpUiVWrFiBq6txf6wEBYG7O3zzDcycCdOmwaJFDz6fPBnKl4fvv4eRI60/N28OLVvCzz/DqFHW95cte3jcyZOhYkX44QcYPhzeew8iIh587upqne/QIWuGqCgYMuThMe7ehSlTYMUKiImBU6fgv1cYWbgQRoyAcePg11/h00+tWYKCbP27JCLOzsVi+ev/V/6zW7du4enpyc2bN8mVK5cjcomIk0tKSsLf35+tW7dSuHBhvv32W4oWLWpYnho14NIl+OUXcHGxvjdsGISFweHD1itgr74Kmzc/OKdNG7h8GXbufPDekCGwZYt1HLCe99JLsG3bg2NatoRbt2Dr1kdn2bAB3n0Xrlyxvl62DDp1gt9/h7+ekZgzBz75BC5csL4uXhwmToRWrR6MM3asdY59+57s90REnEdqupSunInIExk8eDBbt24lS5YshIaGGlrM/vKf/zwoZgDVqsGxY5CUZH1dpcrDx//6K7z11sPvvfXWw+f8Nc5/q1bNeu5foqOhTh149lnImRPat4erVyE29sEx2bI9KGYAhQtbyyRYC+Lp09Cli/Urz79+jB0Lx4+n7vdARNI+rQwpIqk2f/58pk+fDsDy5ct5/fXXjQ2UQtmzP/zaYnm4zP31Xkr8dd6ff0KDBtCzp/XetLx5Ye9ea9FKSHhwvIfH38//ay6z2frzwoVQterDx7m5pSyPiKQfKmcikiqRkZH07t0bgDFjxtCsWTODEz3w9dd/f12mzD8XnHLlrEXqv+3bBy+88PA5jxq3bFnrP+/fD4mJ1gcJ/rrdbv361OUuWNB61e2PP6xftYpIxqZyJiIp9ttvvxEYGEhSUhJt2rRhxIgRRkd6yOnTMHAg9OhhvXl/1qy/P3353wYNgtdft17xatECvvoKPv/8709JfvklTJoEAQHWBwE2bLDelwbWryoTE61z+flZj503L/XZR42Cfv0gVy6oXx/u37cWv+vXrb8mEck4dM+ZiKTI1atX8fX15caNG1SrVo1Fixbh8r/fCRqsfXuIi4M33oDevaFvX+je/Z+Pr1zZepVr7VrrU5wffWS9Sf9/l2kbNMj6ZOerr1qL3NSp4ONj/axSJetSGhMnWsdYtQrGj0999q5drU+WLltmXZbDy8v6z6VKpX4sEUnb9LSmiDxWfHw8Pj4+7N69mxIlSvDNN99QsGBBo2M9pEYNa1H6/1vhbKZkSRgwwPpDRORJ6WlNEbEZi8VC79692b17Nzly5CA8PNzpipmISHqiciYi/2ratGksWrQIV1dX1q5dS4UKFYyOJCKSrumBABH5R+Hh4Qz+/2Xsp06dSsOGDQ1O9M9277bPuCdP2mdcEZF/oitnIvJIBw8epHXr1lgsFrp3707//v2NjiQikiGonInI31y4cAE/Pz/u3LmDt7c3n3/+udM9mSkikl6pnInIQ+Li4ggICODUqVO88MILBAcH4/G/y9uLiIjdqJyJSDKLxUKXLl345ptvyJMnDyaTiTx58hgdS0QkQ1E5E5FkY8aMYc2aNbi7u7Nx40bKlCljdCQRkQxH5UxEAFi3bh0ff/wxAHPnzqVmzZoGJxIRyZhUzkSEb7/9lo7/v2fRwIED6dq1q7GBUuj27dt06NCBypUr4+XlxcGDB42OJCLy1LTOmUgGd+rUKfz9/bl37x6+vr5MmjTJ6Egpcu3aNXx8fNi/fz958uRh586dVKxY0ehYIiJPTeVMJAO7c+cO/v7+XLx4kYoVK7J69Wrc3NyMjvVYV65coU6dOhw4cID8+fMTERFBpUqVjI4lImITKmciGVRSUhJt2rThp59+4plnniEsLIycOXMaHeuxLl68SO3atTl06BDPPPMMkZGRlC9f3uhYIiI2o3ImkkENHz6csLAwMmfOTGhoKCVKlDA60mOdP38eb29vjhw5QuHChYmKiqJs2bJGxxIRsSk9ECCSAS1evJjJkycDsHTpUv7zn/8YnOjxzpw5g5eXF0eOHKFo0aLs2bNHxUxE0iVdORPJYPbs2UPPnj0B+Oijj2jVqpXBiR7v5MmTeHt7c+LECUqUKEF0dDSlSpUyOpaIiF3oyplIBvL777/TpEkTEhMTadGiBaNGjTI60mMdP34cLy8vTpw4wXPPPUdMTIyKmYikaypnIhnE9evX8fX15dq1a7zxxhssXbrU6TczP3r0KF5eXsn7fMbExFC8eHGjY4mI2JXKmUgGkJCQQPPmzfntt98oWrQoISEhZM2a1ehY/+rw4cN4eXlx9uxZypUrx549e3j22WeNjiUiYncqZyLpnMVioV+/fuzatYvs2bMTHh5O4cKFjY71r37++Wdq1KjBhQsXqFChAtHR0RQqVMjoWCIiDqFyJpLOzZo1i3nz5uHi4sLq1audfrHWH3/8kZo1a3L58mVeffVVoqOjeeaZZ4yOJSLiMCpnIunYtm3beO+99wCYOHEi/v7+Bif6d9999x3e3t5cvXqVN954g8jISPLly2d0LBERh1I5E0mnDh06RIsWLTCbzXTu3JnBgwcbHelf7du3j9q1a3Pjxg3efPNNdu7cSZ48eYyOJSLicCpnIunQpUuX8PPz4/bt23h5eTF37lynfjIzJiYGHx8fbt26RfXq1dm+fTuenp5GxxIRMYTKmUg6c+/ePRo3bszJkycpXbo0GzduJFOmTEbH+keRkZHUr1+fO3fuUKtWLbZu3Zom9vgUEbEXlTORdMRisdCtWzf27duHp6cnJpPJqe/Z2rFjB76+vty9e5d69eoRHh5O9uzZjY4lImIolTORdGT8+PGsXLkSNzc3goODnXrvSZPJhL+/P/fu3cPPzy9NrL0mIuIIKmci6cTGjRsZMWIEYF0+o3bt2gYn+mebN2+mSZMmxMfH06RJE4KDg8mcObPRsUREnILKmUg6sH//ftq1awdAv379ePfddw1O9M/Wr19Ps2bNSEhIoEWLFqxdu9ap74kTEXE0lTORNO7s2bM0atSIuLg46tWrx9SpU42O9I9WrlxJq1atSEpKol27dqxcuRIPDw+jY4mIOBWVM5E0LDY2Fn9/f86dO0e5cuVYu3Yt7u7uRsd6pGXLltG+ffvkddeWLl3qtFlFRIykciaSRpnNZtq3b88PP/xA/vz5MZlMTrs22IIFC+jUqRMWi4WePXuycOFC3NzcjI4lIuKUVM5E0qgPP/yQTZs2kSlTJkJCQihVqpTRkR7p888/p0ePHoD1frg5c+bg6qo/ekRE/on+hBRJg5YvX8748eMBWLRoEW+99ZbBiR7ts88+o2/fvgAMHjyY6dOnO/VOBSIizkDlTCSN2bt3L127dgXggw8+SH5K09lMmDCBQYMGAdackyZNUjETEUkBlTORNOSPP/6gcePGJCQk0LRpU8aMGWN0pL+xWCx88sknDB8+HIDRo0czduxYFTMRkRTSo1IiacTNmzfx8/PjypUrvPbaawQFBTndvVsWi4WRI0cybtw4AD799NPkkiYiIimjciaSBiQmJtKiRQsOHz5MkSJFCA0Ndbo9KC0WC0OGDGHKlCkATJ06lYEDBxqcSkQk7VE5E0kDBg4cyI4dO8iaNSthYWE8++yzRkd6iMViYcCAAcycOROwbh/Vp08fg1OJiKRNKmciTm7OnDnMmjULsK6w/9prrxmc6GFms5nevXszb948AObPn0/37t0NTiUiknapnIk4sYiICPr16wdY799q0qSJwYkelpSURPfu3VmyZAkuLi4sXryYTp06GR1LRCRNUzkTcVJHjhyhWbNmJCUl0b59e4YNG2Z0pIckJibSuXNnVqxYgaurK0FBQbRt29boWCIiaZ7KmYgTunLlCr6+vty8eZO33nqLBQsWONVSFAkJCbRv3561a9fi5ubGqlWraNGihdGxRETSBZUzEScTHx9P06ZNOX78OKVKlWLz5s1kzpzZ6FjJ4uPjadWqFZs2bcLDw4N169bRuHFjo2OJiKQbKmciTuSvjcFjYmLIlSsX4eHhFChQwOhYye7fv0+zZs0IDw8nU6ZMbNy4EV9fX6NjiYikKypnIk5kypQpLF26FFdXV9atW8fLL79sdKRkcXFxNGnShO3bt5MlSxZCQkLw8fExOpaISLqjcibiJEJCQhg6dCgA06dPp169egYneuDu3bv4+/sTGRlJ1qxZCQ8Pp1atWkbHEhFJl1TORJzAgQMHaNOmDRaLhXfffdepFnC9c+cOvr6+7Nmzh+zZs7N161aqV69udCwRkXRL5UzEYOfPn8fPz4+7d+9Sp04dZsyY4TRPZt66dYv69euzb98+cuXKxbZt23jzzTeNjiUikq6pnIkYKC4ujkaNGnHmzBnKli3L+vXr8fDwMDoWANevX6devXp8++235M6dmx07dvDGG28YHUtEJN1TORMxiNlspmPHjnz33XfkzZuX8PBwcufObXQsAK5evUrdunX54YcfyJs3LxEREVSuXNnoWCIiGYLKmYhBRo8enXylbNOmTTz//PNGRwLg0qVL1KlTh4MHD1KgQAF27dpFxYoVjY4lIpJhqJyJGGD16tV88skngHWjcC8vL4MTWV24cIFatWpx+PBhChUqRGRkJOXKlTM6lohIhqJyJuJgX331FZ07dwbg/fffd5qNws+ePYu3tzdHjx7l2WefJSoqihdeeMHoWCIiGY6r0QFEMpI///yTgIAA7t+/T6NGjRg/frzRkQA4deoUXl5eHD16lOLFi7Nnzx4VMxERg6iciTjI7du38fX15dKlS7zyyiusXLkSNzc3o2Nx4sQJvLy8kvfy3LNnD6VLlzY6lohIhqVyJuIASUlJtGrVikOHDlGoUCHCw8PJkSOH0bH4/fffqV69OidPnqRMmTLs2bOHkiVLGh1LRCRDUzkTcYD333+fLVu2kCVLFkJDQylWrJjRkThy5AjVq1dPXmNt9+7dTpFLRCSjUzkTsbOFCxcybdo0AIKCgpxiIddDhw7h5eXF+fPnKV++PLt376ZIkSJGxxIREVTOROwqKiqKXr16AdZ1zZo3b25wIvjpp5+oWbMmly5dolKlSkRHR1OwYEGjY4mIyP9TOROxk6NHj9K0aVMSExNp1aoVI0eONDoS33//PTVr1uTKlStUqVKFyMhI8ufPb3QsERH5LypnInZw7do1fH19uXHjBv/5z39YsmSJ4ZuZf/3119SqVYvr16/zn//8h127dpE3b15DM4mIyN+pnInYWEJCAoGBgRw7dozixYsTEhJClixZDM20d+9e6taty82bN3n77bfZuXMnnp6ehmYSEZFHUzkTsSGLxULv3r2Jjo4mR44chIeHG34/1+7du6lXrx63b9+mZs2abN++nZw5cxqaSURE/pnKmYgNTZ8+nYULF+Li4sKaNWsM3zA8IiKCBg0aEBsbS506dTCZTGTPnt3QTCIi8u9UzkRsxGQyMWjQIACmTp2Kr6+voXm2bduGn58fcXFxNGjQgLCwMLJly2ZoJhEReTyVMxEbOHjwIK1atcJisdCtWzcGDBhgaJ6wsLCH9vDctGmT4fe9iYhIyqiciTylixcv4ufnx507d6hZsyazZ8829MnMjRs30rRpU+Lj42nWrBkbNmwgc+bMhuUREZHUUTkTeQr37t0jICCAU6dOUaZMGYKDg/Hw8DAsz5o1a2jRogWJiYm0bt2a1atXG5pHRERST+VM5AlZLBY6d+7M119/TZ48eTCZTIauG7Z8+XLatm1LUlISHTp0YPny5bi7uxuWR0REnozKmcgTGjt2LGvWrMHd3Z3g4GBeeOEFw7IsXryYjh07Yjab6datG0uWLMHNzc2wPCIi8uRUzkSewPr16/noo48AmDNnDt7e3oZlmTt3Ll27dk1eY23evHm4uuo/bRGRtEp/gouk0rfffkuHDh0AeO+99+jWrZthWWbMmJG8sfp7773HrFmzVMxERNI4/SkukgqnT5+mUaNG3Lt3j4YNGzJ58mTDskyePDl5yY6hQ4cydepUw/fvFBGRp6dyJpJCd+7cwd/fnwsXLlChQgXWrFlj2H1dY8eOZciQIQB89NFHjB8/XsVMRCSd0KNcIilgNptp27YtBw4c4JlnniE8PNyQ/SktFgsff/wxY8aMAWDMmDF8+OGHDs8hIiL2o3ImkgLDhw8nNDSUzJkzExISQokSJRyewWKxMHz4cCZOnAjApEmTeP/99x2eQ0RE7EvlTOQxli5dyqRJkwBYsmQJ1apVc3gGi8XCoEGDmDZtGmDdYL1///4OzyEiIvancibyL/bs2UOPHj0AGDlyJK1bt3Z4BrPZTL9+/Zg9ezZgXbrj3XffdXgOERFxDJUzkX9w/PhxmjRpQkJCAs2aNWPUqFEOz2A2m+nZsycLFy7ExcWFhQsX0qVLF4fnEBERx1E5E3mEGzdu4Ovry7Vr13j99ddZtmyZw9cPS0pKokuXLgQFBeHq6srSpUtp3769QzOIiIjjqZyJ/I/ExESaN2/OkSNHKFq0KKGhoWTLls3hGTp06MDq1atxc3NjxYoVtGrVyqEZRETEGCpnIv+jf//+REREkC1bNsLCwihcuLBD509ISKBNmzZs2LABd3d31q5dS9OmTR2aQUREjKNyJvJfPv/8c+bMmYOLiwurVq3i1Vdfdej89+/fp0WLFoSGhuLh4UFwcDD+/v4OzSAiIsZSORP5f9u3b09enmLChAkEBAQ4dP579+7RtGlTtm7dSubMmdm8eTP169d3aAYRETGeypkIcPjwYVq0aIHZbKZTp04OX9z17t27BAQEEBERQdasWQkLC6N27doOzSAiIs5B5UwyvMuXL+Pr68utW7eoXr068+bNc+g+lbGxsfj5+REdHU327NkxmUzUqFHDYfOLiIhzUTmTDO3+/fs0btyYEydO8Nxzz7Fx40YyZcrksPlv375NgwYN2Lt3Lzlz5mTbtm289dZbDptfREScj8qZZFgWi4Xu3bvz5Zdf4unpiclkIn/+/A6b/8aNG9SvX5+vv/4aT09PduzYQdWqVR02v4iIOCeVM8mwJk6cyPLly3Fzc2P9+vW89NJLDpv72rVr+Pj4sH//fvLkyUNERASvvfaaw+YXERHnpXImGdKmTZsYPnw4ADNnzqRu3boOm/vKlSvUqVOHAwcOkD9/fnbt2sUrr7zisPlFRMS5qZxJhvP999/Ttm1bAPr06UOvXr0cNvfFixepXbs2hw4domDBgkRGRvLyyy87bH4REXF+KmeSoZw9exZ/f3/i4uLw8fFh2rRpDpv73Llz1KpViyNHjlC4cGGioqIoW7asw+YXEZG0QeVMMoy7d+/SqFEjzp07R7ly5Vi3bh3u7o75T+D06dN4e3vz+++/U6xYMaKionj++ecdMreIiKQtrkYHEHEEs9lM+/bt+f7778mfPz/h4eF4eno6ZO6TJ0/i5eXF77//TsmSJdmzZ4+KmYiI/COVM8kQRo4cmbyG2ebNm3nuueccMu/x48fx8vLixIkTlC5dmj179lCqVCmHzC0iImmTypmkeytWrODTTz8FYOHChbz99tsOmfe3337Dy8uLU6dO8eKLL7Jnzx6KFy/ukLlFRCTtUjmTdO3LL7+ka9euAAwfPpz27ds7ZN7Dhw9To0YNzp49S7ly5di9ezfPPvusQ+YWEZG0TeVM0q0TJ04QEBBAfHw8TZo0YezYsQ6Z9+eff6ZGjRpcuHCBihUrsnv3bgoVKuSQuUVEJO1TOZN06datW/j5+XHlyhUqV67M8uXLcXW1/7/uP/74IzVr1uTy5ctUrlyZqKgoChQoYPd5RUQk/VA5k3QnMTGRli1b8ssvv1CkSBHCwsLInj273ef97rvv8Pb25urVq7zxxhtERkaSL18+u88rIiLpi8qZpDuDBg1i27ZtZM2albCwMIfc67Vv3z5q167NjRs3ePPNN4mIiCB37tx2n1dERNIflTNJV+bNm8fMmTMBWL58uUM2E4+JicHHx4dbt27h5eXFjh07yJUrl93nFRGR9EnlTNKNXbt20adPHwDGjRtHYGCg3eeMjIykfv363Llzh9q1a7N161Zy5Mhh93lFRCT9UjmTdOHIkSMEBgaSlJREu3btGD58uN3n3LFjB76+vty9e5d69eoRFhZGtmzZ7D6viIikbypnkuZdvXoVX19fbt68yZtvvsnChQtxcXGx65wmkwl/f3/u3buHn58fISEhZM2a1a5ziohIxqByJmlafHw8TZs25fjx45QsWZLNmzeTOXNmu865efNmmjRpkjx3cHCw3ecUEZGMQ+VM0iyLxcK7777Lnj17yJkzJyaTiWeeecauc65fv55mzZqRkJBAy5YtWbt2LZkyZbLrnCIikrGonEmaNXXqVJYsWYKrqyvr1q3j5Zdftut8K1eupFWrVsn3ta1cuRJ3d3e7zikiIhmPypmkSWFhYQwZMgSAadOmUb9+fbvOt3TpUtq3b4/ZbKZLly4sXboUNzc3u84pIiIZk8qZpDkHDhygdevWWCwWevbsSd++fe0634IFC+jcuXPyfAsWLFAxExERu1E5kzTlwoUL+Pv7ExsbS61atZg5c6Zdn8z8/PPP6dGjBwD9+vVjzpw5DtmjU0REMi79LSNpRlxcHI0aNeL06dO8+OKLbNiwAQ8PD7vN99lnnyVflRs8eDDTp0+3+xIdIiIiKmeSJlgsFjp16sS3335L3rx5MZlM5MmTx27zjR8/nkGDBgEwYsQIJk2apGImIiIOoXImacLo0aNZt24d7u7ubNy4keeff94u81gsFkaPHs0HH3yQPO/YsWNVzERExGG0DoA4vTVr1jB69GjAurF5jRo17DKPxWLhww8/5NNPPwWsV8+GDRtml7lERET+icqZOLWvv/6aTp06Adb7vrp06WKXeSwWC0OGDGHKlCmAdQ21gQMH2mUuERGRf6NyJk7r1KlTBAQEcP/+ffz9/ZkwYYJd5rFYLAwYMICZM2cCMGvWLPr06WOXuURERB5H5Uyc0u3bt/Hz8+PixYu88sorrFq1yi5ri5nNZnr37s28efMAmD9/Pt27d7f5PCIiIimlciZOJykpidatW3Pw4EEKFixIWFgYOXLksMs83bt3Z8mSJbi4uLB48eLkr1BFRESMonImTmfo0KGYTCayZMlCaGgoxYsXt/kciYmJdOrUiZUrV+Lq6sry5ctp06aNzecRERFJLZUzcSqLFi1i6tSpACxbtoyqVavafI6EhATatWvHunXrcHNzY/Xq1TRv3tzm84iIiDwJlTNxGtHR0bz77rsAjBo1ihYtWth8jvj4eFq1asWmTZvw8PBg3bp1NG7c2ObziIiIPCmVM3EKx44do2nTpiQmJtKqVSs++ugjm89x//59mjVrRnh4OJkyZWLjxo34+vrafB4REZGnoXImhrt+/Tq+vr5cv36dqlWrsnjxYpuvyB8XF0eTJk3Yvn07WbJkISQkBB8fH5vOISIiYgsqZ2KohIQEAgMDOXr0KMWKFSMkJISsWbPadI7Y2FgaNWpEZGQk2bJlIzw8HG9vb5vOISIiYisqZ2IYi8VC3759iYqKIkeOHJhMJgoVKmTTOW7fvo2vry8xMTHkyJGDrVu38s4779h0DhEREVtSORPDzJw5k/nz5+Pi4sLq1aupWLGiTce/efMmDRo0YN++feTKlYvt27dTrVo1m84hIiJiaypnYoitW7cm7105efJk/Pz8bDr+9evXqVevHt9++y25c+dm586dvP766zadQ0RExB5UzsThfv75Z1q2bInZbKZr164232D86tWr1KlThx9//JF8+fIRERHBq6++atM5RERE7EXlTBzq0qVL+Pn5cfv2bWrUqMHs2bNt+mTmpUuXqF27Nj///DMFChQgMjKSChUq2Gx8ERERe1M5E4e5d+8eAQEB/Pnnnzz//PNs3LiRTJky2Wz8CxcuUKtWLQ4fPkyhQoWIjIykXLlyNhtfRETEEVTOxCEsFgtdu3blq6++Infu3JhMJvLmzWuz8c+ePYu3tzdHjx7l2WefJSoqihdeeMFm44uIiDiKq9EBJGMYN24cq1atws3NjeDgYF588UWbjX3q1Cm8vLw4evQoxYsXZ8+ePSpmIiKSZunKmdjdhg0bGDlyJACzZ8+mVq1aNhv7xIkTeHt7c/LkSUqVKkV0dDQlSpSw2fgiIiKOpitnYlffffcdHTp0AGDAgAH06NHDZmP//vvvVK9enZMnT1KmTBliYmJUzEREJM1TORO7OXPmDI0aNSIuLo4GDRowZcoUm4195MgRqlevzpkzZyhbtix79uyhaNGiNhtfRETEKCpnYhexsbH4+/tz/vx5ypcvz5o1a3Bzc7PJ2IcOHcLLyyt57N27d1O4cGGbjC0iImI0lTOxObPZTNu2bfnxxx8pUKAA4eHh5MqVyyZj//TTT9SsWZNLly5RqVIloqOjKViwoE3GFhERcQYqZ2JzH3zwASEhIWTKlImQkBBKlixpk3G///57atasyZUrV6hSpQqRkZHkz5/fJmOLiIg4C5Uzsally5YxceJEAJYsWcKbb75pk3G//vpratWqxfXr16lWrRq7du2y6TppIiIizkLlTGzmiy++oHv37gB8+OGHtGnTxibj7t27l7p163Lz5k3eeecdduzYgaenp03GFhERcTYqZ2ITx48fp3HjxiQkJBAYGMjo0aNtMu7u3bupV68et2/fpmbNmmzbto2cOXPaZGwRERFnpHImT+3mzZv4+flx9epVqlSpQlBQEK6uT/+vVkREBA0aNCA2Npa6detiMpnInj27DRKLiIg4L5UzeSqJiYk0b96cX3/9lWeffZbQ0FCyZcv21ONu3boVPz8/4uLiaNiwoc3GFRERcXYqZ/JUBgwYwM6dO8mWLRvh4eEUKVLkqccMDQ0lICCA+/fvExAQwKZNm8iSJYsN0oqIiDg/lTN5YrNnz2b27NkArFy5kldfffWpxwwODiYwMJCEhASaNWvG+vXryZQp01OPKyIiklaonMkT2bFjB/379wdgwoQJNG7c+KnHXLNmDS1btiQxMZE2bdqwevVqPDw8nnpcERGRtETlTFLt8OHDNG/enKSkJDp06MCQIUOeesygoCDatm1LUlISHTt2JCgoCHd3dxukFRERSVtUziRVrly5gp+fH7du3eKdd95h/vz5uLi4PNWYixYtolOnTpjNZrp3787ixYtttg+niIhIWqNyJil2//59mjRpwh9//MFzzz3Hpk2byJw581ONOWfOHLp164bFYqFPnz7MmzfPJstwiIiIpFX6W1BSxGKx0KNHD7744gty5cpFeHj4U+9rOX36dHr37g3AwIEDmTlz5lNfhRMREUnrVM4kRSZNmkRQUBBubm6sX7+ecuXKPfV47733HgDDhg1jypQpKmYiIiKonEkKbN68meHDhwMwY8YMfHx8nmq8sWPHMnToUAA+/vhjPv30UxUzERGR/6fH4eRf/fjjj7Rt2xaLxULv3r2Tv4Z8EhaLhY8//pgxY8YA1pI2YsQIW0UVERFJF1TO5B+dO3cOPz8/7t69S926dZk+ffoTj2WxWBg+fDgTJ04EYPLkyQwePNhGSUVERNIPlTN5pLt379KoUSPOnj3LSy+9xPr165943TGLxcLAgQOTy92MGTPo16+fDdOKiIikHypn8jdms5kOHTqwf/9+8uXLR3h4OJ6enk88Vt++fZkzZw4Ac+fOpWfPnraMKyIikq6onMnffPzxxwQHB+Ph4cHmzZspXbr0E41jNpvp0aMHixYtwsXFhUWLFtG5c2cbpxUREUlfVM7kIatWrWLs2LEALFy4kHfeeeeJxklKSqJLly4EBQXh6urKsmXLaNeunS2jioiIpEsqZ5Js3759yVe2hg4dSocOHZ5onMTERDp06MDq1atxc3Nj5cqVtGzZ0pZRRURE0i2VMwHg5MmTBAQEEB8fT0BAAJ9++ukTjZOQkEDr1q0JDg7G3d2dtWvX0rRpUxunFRERSb9UzoRbt27h5+fH5cuXefXVV1m5cuUT7W95//59WrRoQWhoKJkyZSI4OBg/Pz87JBYREUm/VM4yuKSkJFq1asWhQ4coXLgwYWFhZM+ePdXj3Lt3j6ZNm7J161YyZ85MSEgI9erVs0NiERGR9E3lLIMbPHgwW7duJWvWrISFhVG0aNFUj3H37l0CAgKIiIhIHqd27dp2SCsiIpL+qZxlYPPnz09eGHb58uVUqVIl1WPcuXMHPz8/du/eTfbs2dmyZQteXl42TioiIpJxqJxlUJGRkcn7ZI4ZM4bAwMBUj3H79m0aNGjA3r17yZkzJ9u2beOtt96ydVQREZEMReUsA/rtt98IDAwkKSmJNm3aPNHm4zdu3KB+/fp8/fXXeHp6smPHDqpWrWqHtCIiIhmLylkGc/XqVXx9fblx4wZvvvlm8ur9qXHt2jV8fHzYv38/efPmJSIigsqVK9spsYiISMaicpaBxMfHExgYyO+//06JEiXYvHkzWbJkSdUYV65coU6dOhw4cID8+fOza9cuXnnlFTslFhERyXhUzjIIi8VCr1692L17Nzlz5sRkMvHMM8+kaoyLFy9Su3ZtDh06RMGCBYmMjOTll1+2U2IREZGMSeUsg/jss89YvHgxrq6urF27lvLly6fq/HPnzlGrVi2OHDlCkSJFiIqK4sUXX7RTWhERkYxL5SwDCA8P5/333wdg6tSpNGjQIFXnnz59Gm9vb37//XeKFStGVFQUzz//vD2iioiIZHgqZ+ncTz/9RKtWrbBYLPTo0YP+/fun6vyTJ0/i7e3NiRMnKFmyJNHR0ZQsWdI+YUVERITUb6AoacaFCxfw8/MjNjaWWrVqMWvWrFQ9mXn8+HG8vLw4ceIEpUuXJiYmRsVMRETEzlTO0qm4uDgCAgI4ffo0L7zwAhs2bMDDwyPF5//22294eXlx6tQpXnzxRWJiYihWrJgdE4uIiAionKVLFouFzp07880335AnTx5MJhN58uRJ8fmHDx+mRo0anD17lpdffpk9e/ZQpEgROyYWERGRv6icpUOffPIJa9euxd3dnU2bNlGmTJkUn3vw4EFq1KjBhQsXeOWVV4iOjqZgwYJ2TCsiIiL/TeUsnVm3bh2jRo0CYO7cudSoUSPF5/7www/UrFmTy5cv89prrxEVFUWBAgXsE1REREQeSeUsHfnmm2/o2LEjAIMGDaJr164pPvfbb7+lVq1aXLt2japVq7Jr1y7y5s1rp6QiIiLyT1TO0olTp07RqFEj7t27h6+vLxMnTkzxufv27aN27drcuHGDt956i507d5I7d277hRUREZF/pHKWDty5cwd/f38uXrxIxYoVWb16NW5ubik6NyYmhrp163L79m28vLzYvn07uXLlsnNiERER+ScqZ2lcUlISbdq04aeffqJgwYKEh4eTM2fOFJ0bGRlJvXr1iI2NpXbt2mzdupUcOXLYObGIiIj8G5WzNG7YsGGEhYWROXNmQkJCKF68eIrO27FjB76+vsTFxVG/fn3Cw8PJli2bndOKiIjI46icpWGLFy9mypQpACxbtoz//Oc/KTrPZDLh7+/PvXv38Pf3Z/PmzWTJksWeUUVERCSFVM7SqN27d9OzZ08APv74Y1q2bJmi8zZv3kyTJk2Ij4+nadOmbNiwgcyZM9szqoiIiKSCylka9Pvvv9O0aVMSExNp0aIFH3/8cYrOW7duHc2aNSMhIYGWLVuydu1aMmXKZOe0IiIikhoqZ2nM9evX8fX15dq1a7zxxhssXbo0RZuZr1y5ktatW5OUlES7du1YuXIl7u7uDkgsIiIiqaFyloYkJCTQvHlzfvvtN4oVK0ZoaChZs2Z97HlLly6lffv2mM1munTpwtKlS1O81IaIiIg4lspZGmGxWOjXrx+7du0ie/bshIeHU6hQoceeN3/+fDp37ozFYuHdd99lwYIFKmYiIiJOTOUsjZg1axbz5s3DxcWF1atX88orr6TonL8eGujfvz+zZ8/G1VX/k4uIiDgz/U2dBmzbto333nsPgEmTJuHv7//Yc6ZOnUq/fv0AeP/995k2bVqK7k0TERERY6mcOblDhw7RokULzGYznTt3ZtCgQY89Z/z48QwePBiADz/8kIkTJ6qYiYiIpBEqZ07s0qVL+Pn5Je97OXfu3H8tWRaLhdGjR/PBBx8A8MknnzBmzBgVMxERkTREayk4qXv37tG4cWNOnjzJ888/z8aNG/91TTKLxcKHH37Ip59+CsCECRMYOnSoo+KKiIiIjaicOSGLxUK3bt3Yt28fnp6ehIeHky9fvn89/v3332fq1KkAfPbZZ8n3qImIiEjaonLmhMaPH8/KlStxc3MjODiYsmXL/uOxFouF/v37M2vWLAA+//xzevfu7aioIiIiYmMqZ05m48aNjBgxArAWrdq1a//jsWazmV69ejF//nxcXFyYP38+3bp1c1RUERERsQOVMyeyf/9+2rVrB0C/fv2S1yh7lKSkJLp165a8fdOSJUvo2LGjg5KKiIiIvaicOYmzZ8/SqFEj4uLiqF+/fvL9Y4+SmJhIp06dWLlyJa6urqxYsYLWrVs7MK2IiIjYi8qZE4iNjcXf359z587x8ssvs3bt2n/clDwhIYF27dqxbt063N3dWb16Nc2aNXNwYhEREbEXlTODmc1m2rdvzw8//ED+/PkJDw8nV65cjzw2Pj6eVq1asWnTJjw8PFi/fj0BAQGODSwiIiJ2pXJmsA8//JBNmzaRKVMmQkJCKFWq1COPu3//Ps2aNSM8PJzMmTOzceNGGjZs6OC0IiIiYm8qZwYKCgpi/PjxACxevJi33nrrkcfFxcXRpEkTtm/fTpYsWQgNDaVu3bqOjCoiIiIOonJmkL179yYvezFixAjatm37yONiY2Np1KgRkZGRZMuWjfDwcLy9vR0ZVURERBxI5cwAf/zxB40bNyYhIYHAwEA++eSTRx53+/ZtfH19iYmJIUeOHGzdupV33nnHwWlFRETEkVTOHOzmzZv4+vpy5coVXnvtNYKCgnB1/fv+8zdv3qRBgwbs27ePXLlysX37dqpVq2ZAYhEREXEklTMHSkxMpEWLFvz66688++yzhIWFkS1btr8dd/36derVq8e3335L7ty5iYiIoEqVKgYkFhEREUdTOXOggQMHsmPHDrJly0ZYWBhFihT52zFXr16lTp06/Pjjj+TLl49du3ZRqVIlx4cVERERQ6icOcicOXOSNydfsWIFlStX/tsxly5donbt2vz8888888wzREZGUr58eUdHFREREQP9/WYnsbmIiAj69esHwPjx42nSpMnfjjl//jw1a9bk559/pnDhwuzevVvFTEREJAPSlTM7+/XXX2nWrBlJSUm0b9+eoUOH/u2Ys2fP4u3tzdGjRylatChRUVGUKVPGgLQiIiJiNF05s6MrV67g6+vLzZs3efvtt1mwYAEuLi4PHXPq1Cm8vLw4evQoJUqUYM+ePSpmIiIiGZiunNlJfHw8TZs25Y8//qBUqVJs2rSJzJkzP3TMiRMnqFmzJn/++SfPPfccUVFRlChRwqDEIiIi4gx05cwOLBYLPXv2JCYmhly5cmEymShQoMBDxxw7dozq1avz559/8sILL7Bnzx4VMxEREVE5s4fJkyezdOlSXF1dWbduHeXKlXvo8yNHjuDl5cWZM2d46aWX2L17N0WLFjUorYiIiDgTlTMbCwkJYdiwYQDMmDGDevXqPfT5oUOH8PLy4vz581SoUIHdu3dTuHBhI6KKiIiIE1I5s6Eff/yRNm3aYLFY6NWrF3369Hno8wMHDlCjRg0uXbrEq6++SnR0NM8884xBaUVERMQZqZzZyPnz5/H39+fu3bvUqVOHGTNmPPT5/v378fb25urVq7z++utERkaSL18+g9KKiIiIs1I5s4G4uDgaNWrEmTNnKFu2LOvXr8fd/cGDsF9//TW1atXi+vXrVKtWjYiICPLkyWNgYhEREXFWKmdPyWw206FDB7777jvy5cuHyWQid+7cyZ/v3buXOnXqcOvWLapXr86OHTvw9PQ0LrCIiIg4NZWzpzRq1Cg2bNiAh4cHmzZtonTp0smf7d69Gx8fH+7cuYO3tzdbt24lZ86cBqYVERERZ6dy9hRWr17NmDFjAJg/fz7Vq1dP/iwiIoIGDRpw9+5dfHx8MJlMZM+e3aioIiIikkaonD2hr776is6dOwMwZMgQOnXqlPzZ1q1b8fPzIy4uDl9fX0JCQsiaNatRUUVERCQNUTl7An/++ScBAQHcv3+fRo0aMX78+OTPQkNDkz9r3LgxGzduJEuWLAamFRERkbRE5SyVbt++ja+vL5cuXaJSpUqsXLkSV1frb2NwcDCBgYEkJCTQvHlz1q1bR6ZMmQxOLCIiImmJylkqJCUl0apVKw4dOkShQoUIDw8nR44cgPX+s5YtW5KYmEjbtm1ZtWoVHh4eBicWERGRtEblLBXef/99tmzZQpYsWQgLC0veDzMoKIh27dqRlJREp06dWLZs2UPrnImIiIiklMpZCi1cuJBp06YB1jL2+uuvA7Bo0SI6deqE2WymR48eLFq0CDc3NyOjioiISBqmcpYCUVFR9OrVC4BPPvmE5s2bAzBnzhy6deuGxWKhb9++zJ07N/n+MxEREZEnoSbxGEePHqVp06YkJibSunVrPvzwQwCmT59O7969ARg0aBAzZszAxcXFyKgiIiKSDqic/Ytr167h6+vLjRs3qFatGosXL8bFxYVJkybx3nvvATB8+HAmT56sYiYiIiI2oXL2DxISEggMDOTYsWMUL16czZs3kyVLFsaOHcvQoUMB69ZN48aNUzETERERm9EjhY9gsVjo3bs30dHR5MiRA5PJxDPPPMNHH32UvF3TuHHj+OCDDwxOKiIiIumNytkjTJ8+nYULF+Lq6sratWspX748w4cPZ+LEiQBMmTKFQYMGGZxSRERE0iOVs/9hMpmSi9eUKVNo0KABAwcOZPr06QDMnDmTvn37GphQRERE0jOVs/9y8OBBWrVqhcVioXv37vTr148+ffowZ84cAObNm0ePHj0MTikiIiLpmcrZ/7t48SJ+fn7cuXMHb29vZs6cSc+ePVm0aBEuLi4sWrSIzp07Gx1TRERE0jmVM+DevXsEBARw6tQpypQpw9q1a+nRowdBQUG4uroSFBRE27ZtjY4pIiIiGUCGL2cWi4XOnTvz9ddfkydPHkJCQhgwYACrV6/Gzc2NVatW0aJFC6NjioiISAaR4cvZ2LFjWbNmDe7u7qxbt46PP/6Y4OBgPDw8WLt2LU2aNDE6ooiIiGQgGbqcrV+/no8++giAGTNmMHv2bEJDQ8mUKRPBwcH4+fkZnFBEREQymgxbzr799ls6dOgAQL9+/diyZQtbt24lS5YsbN68mXr16hmcUERERDKiDFnOTp8+TaNGjbh37x7169fn8OHD7Nq1i6xZsxIeHk6tWrWMjigiIiIZVIYrZ3fu3MHPz48LFy7w8ssvc/v2bfbu3Uv27NnZsmULXl5eRkcUERGRDCxDlTOz2Uzbtm356aefKFCgAFmzZmXv3r3kzJmT7du38+abbxodUURERDI4V6MDONKsWbM4deoUVatWxcvLi6SkJKpXr86+fftUzERERMQpuFgsFsvjDrp16xaenp7cvHmTXLlyOSKXiIiISLqRmi6Voa6ciYiIiDg7lTMRERERJ6JyJiIiIuJEVM5EREREnIjKmYiIiIgTSXflrEYNGDDA6BQiIiIiTybNlrPdu8HFBW7cMDqJiIiIiO2k2XImIiIikh45dTmzWGDSJHjuOciaFV55BYKD4eRJqFnTekyePNYraB07PjjPbIYhQyBvXihUCEaNenjczz6DChUge3YoVgx69YI7dx58vmwZ5M4NO3bASy9BjhxQrx6cP//wOEuXWj/PkgXKloU5c2z+WyAiIiIZjFOXsw8/tBaguXPhl1/gvfegbVv480/YuNF6zG+/WUvTjBkPzgsKshavb76xlrtPPoGIiAefu7rCzJlw6JD12Kgoa5n7b3fvwpQpsGIFxMTAqVMwePCDzxcuhBEjYNw4+PVX+PRTGDnSOp6IiIjIk3La7ZtiYyF/fmtxqlbtwftdu1qLU/fu1qtn169br3L9pUYNSEqCL7548N4bb4C3N0yY8Oi5NmyAd9+FK1esr5ctg06d4PffoXRp63tz5lhL3oUL1tfFi8PEidCq1YNxxo6FrVth376n/MWLiIhIupKaLuXuoEypdvgw3LsHdeo8/H58PLz66r+fW7Hiw68LF4ZLlx68jo62Xuk6fBhu3YLEROtcsbHWK24A2bI9KGb/O8bly3D6NHTpAt26PTgmMRE8PVP36xQRERH5b05bzsxm689btsCzzz78WebMcPz4P5/r4fHwaxeXB+P9+Sc0aAA9e8KYMdb70vbutRathIR/H+Ova4x/jbVwIVSt+vBxbm6P/7WJiIiI/BOnLWflyllL2KlT4OX1989Pn7b+nJSUunH377de4Zo61XrvGcD69akbo2BBa2H84w9o0yZ154qIiIj8G6ctZzlzWm/Af+8965Wqt9+2fgW5b5/16cnata1Xs0wm65WwrFmt7z9O6dLWcjZrFvj5wZdfwrx5qc83ahT06we5ckH9+nD/vrX4Xb8OAwemfjwRERERcPKnNceMgY8+gvHjrUtW+PhAeDiUKmW9cjV6NAwbZr2S1adPysasVMm6lMbEiVC+PKxaZR0/tbp2hUWLrA8PVKhgvbq3bJk1m4iIiMiTctqnNUVERETSi9R0Kae+ciYiIiKS0aiciYiIiDgRlTMRERERJ6JyJiIiIuJEVM5EREREnIjKmYiIiIgTUTkTERERcSIqZyIiIiJOROVMRERExImonImIiIg4EZUzERERESeiciYiIiLiRFTORERERJyIypmIiIiIE1E5ExEREXEiKmciIiIiTkTlTERERMSJqJyJiIiIOBGVMxEREREnonImIiIi4kRUzkRERESciMqZiIiIiBNRORMRERFxIipnIiIiIk5E5UxERETEiaiciYiIiDgRlTMRERERJ+KekoMsFgsAt27dsmsYERERkfTorw71V6f6NykqZ7dv3wagWLFiTxFLREREJGO7ffs2np6e/3qMiyUFFc5sNnPu3Dly5syJi4uLzQKKiIiIZAQWi4Xbt29TpEgRXF3//a6yFJUzEREREXEMPRAgIiIi4kRUzkRERESciMqZiIiIiBNRORMRERFxIipnIiIiIk5E5UxERETEiaiciYiIiDiR/wORLgvFHAO5KQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -1338,7 +609,7 @@ "outputs": [], "source": [ "import itertools\n", - "from openfe.setup import LigandNetwork\n", + "from openfe import LigandNetwork\n", "\n", "def scored_network_planner(three_heavies, two_heavies, mappers, scorer):\n", " mappings = []\n", @@ -1406,9 +677,9 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" + "
" ] }, "execution_count": 24, @@ -1594,9 +865,9 @@ "outputs": [ { "data": { - "image/png": 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MEAHIUj/++KMsFouKFSumpKQkFS1a1PQkODiumgOQZc6cOSMvLy9duXJFGzduVNmyZU1PghMgRACyxJUrV9S8eXMdPnxYGzZsUNWqVU1PgpMgRADuW0ZGhsLCwrR9+3ZFR0ercePGpifBiXCOCMB9sdlsioiI0KpVq/TBBx+oZcuWpifByRAiAPdl8uTJmjJlivr27at+/fqZngMnRIgA3LPo6Gj1799fwcHBmjRpkuk5cFKECMA92bJli9q2batGjRopMjJSHh78OMG94W8OgEzbv3+//P39ValSJcXFxSl//vymJ8GJESIAmXL8+HF5eXmpYMGCslqtKl68uOlJcHJcvg3grp09e1YWi0Vnz57Vtm3b9Nhjj5meBBdAiADclWvXrikwMFAHDhxQUlKSatSoYXoSXAQhAnBHGRkZ6tixozZt2qTIyEi98sorpifBhXCOCMAdvf3224qKitLYsWMVFhZmeg5cDCECcFszZszQ+PHj1a1bNw0aNMj0HLggQgTglmJjY9WrVy/5+flp2rRpvLgdsgUhAnBTn376qVq3bq169epp2bJl8vT0ND0JLooQAfgfBw8eVLNmzVSuXDnFx8erYMGCpifBhREiAP/ll19+kZeXl3Lnzi2r1aqSJUuangQXx+XbAP7fhQsX5Ovrq5MnT2rLli2qWLGi6UlwA4QIgCTp+vXrCg4O1t69e7V27VrVrVvX9CS4CUIEQDabTV26dJHVatXcuXPl7e1tehLcCOeIAGjkyJFauHChhg8frjfeeMP0HLgZQgS4uXnz5mnkyJHq2LGjRowYYXoO3BAhAtxYYmKiunbtKi8vL82ePZsnrMIIQgS4qdTUVAUHB6tGjRpauXKl8uTJY3oS3BQhAtzQ4cOH5ePjo9KlSyshIUGFCxc2PQlujBABbubUqVPy8vJSenq6rFarHn74YdOT4Oa4fBtwI5cuXZKfn5+OHTum5ORkPfXUU6YnAYQIcBfp6elq3bq1PvvsM8XExKhBgwamJwGSCBHgFmw2m3r16qU1a9Zo+vTpCggIMD0J+H+cIwLcwHvvvadZs2Zp4MCB6tGjh+k5wH8hRICL+/jjj/X2228rNDRUY8eONT0H+B+ECHBhGzduVMeOHfXyyy9rwYIF8vDgP3k4Hv5WAi5q7969CgwMVJUqVbR69WrlzZvX9CTgpggR4IKOHj0qb29vFS1aVImJiSpatKjpScAtcdUc4GJ+//13eXl56dKlS9qxY4ceeeQR05OA2yJEgAu5cuWKmjdvrn//+9/asGGDqlatanoScEeECHARGRkZatu2rbZt26bly5ercePGpicBd4VzRICLePPNN7Vy5UpNnDhRrVq1Mj0HuGuECHABkydP1uTJk9WnTx9FRESYngNkCiECnNyKFSsUERGhFi1a6IMPPuDF7eB0CBHgxLZu3aqwsDA1bNhQH3/8MU9YhVPiby3gpPbv36/mzZurUqVKWrNmjfLnz296EnBPCBHghI4fPy6LxaICBQooKSlJDz74oOlJwD3j8m3AyZw7d07e3t76/ffftW3bNpUvX970JOC+ECLAiVy7dk2BgYH65ptvlJiYqJo1a5qeBNw3QgQ4CZvNpk6dOik5OVmLFy/Wq6++anoSkCU4RwQ4iSFDhmjJkiUaM2aM2rZta3oOkGUIEeAEZs2apXHjxqlLly4aPHiw6TlAliJEgINbs2aNevbsqWbNmmn69Ok8YRUuhxABDmznzp0KCQlR3bp1tXz5cuXOzWlduB5CBDio7777Ts2aNdOjjz6q+Ph4FSxY0PQkIFsQIsAB/frrr/Ly8pKHh4esVqtKlSplehKQbTjOBxzMhQsX5OPjo19//VVbtmxRpUqVTE8CshUhAhxIWlqaWrZsqS+//FJr165V3bp1TU8Csh0hAhyEzWZT165dlZSUpDlz5sjHx8f0JCBHcI4IcBCjRo3S/PnzNWzYMIWHh5ueA+QYQgQ4gAULFmjEiBFq3769Ro4caXoOkKMIEWBYUlKSOnfurKZNm2rOnDk8YRVuhxABBqWmpio4OFg1atTQypUrlSdPHtOTgBxHiABDDh8+LB8fH5UqVUoJCQkqUqSI6UmAEYQIMOD06dPy8vJSWlqarFarHn74YdOTAGO4fBvIYZcuXZKfn5+OHTumjRs36qmnnjI9CTCKEAE5KD09XaGhodq1a5diYmL0wgsvmJ4EGEeIgBzk6emp2NhY0zMAh8I5IgCAUYQIAGAUIQIAGEWIAABGESIAgFGECMhi6emmFwDOhRABmXDkiPT001K7dlL16lKLFtKlS1KFCtKoUVLDhtLKldKyZVK1atKzz0oDB964f+HCUv/+Uq1aUpMm0qlT9tvnzpXq1pVq1JCCguxfU5Lat5d695YaNJAqVpRWrbrxtd5/336f6tWld97JoT8AIBsQIiCTDh6UOneW9u2THnhAmjnTfnv+/NL27VKjRvb4bNok7d0rffGFFBdn/5yLF+0R2rNHatxY+vMVHwID7Z/31VfSM89I8+ff+H4nTti/7rp10qBB9ts2bJC+/176/HP799i9W9q6NYf+AIAsRoiATCpXTvrzH0Ro08YeCUlq1cr+6xdfSC++KJUqJeXOLYWG3oiEh8eNz/vrff/1L+mf/7QfRUVFSfv33/h+/v72+1WpIv36q/22DRvs/3vuOXvYvv3WHibAGfEvKwCZ9PeXC/rz/UKF7L/abJn/Wu3b24+aatSQFi2Stmy58Tn58t14+8+vbbNJgwdLXbrc/fcCHBVHREAmHT0q7dxpf3vZMvt5ob+qV09KSZFOn7ZfuLBsmf1hOEnKyLhxnmfp0hv3PX9eKlNGun7dfkR0J02bSgsWSBcu2N8/flw6efL+f2+ACRwRAZn0zDPS4sX2o5Enn5S6dZOmTbvx8TJlpHHjpJdesh+5eHtLzZvbP1aokP1ht9q1paJFpeho++3vvmsPWPny9ofnzp+//YbXXpMOHJDq17e/X7iwtGSJVLp01v9+geyWy5aJxxHq1KljS01NzcY5gGM7ckTy9bWf07kXhQvfOIoB3EmuXLl222y2Ojf7GA/NAQCMIkRAJlSocO9HQxJHQ8DNECIAgFGECABgFCECABhFiIC7NHv2bOXKlUudO3dWZq42BXB7hAi4C2vXrlWPHj3k4+OjmTNnKtff/3kFAPeMEAF3sGvXLoWEhKhWrVqKjo5W7tw8DxzISoQIuI3vv/9ezZo1U5kyZZSQkKBCf/6DcgCyDCECbuHkyZOyWCyy2WyyWq0qzb+fA2QLHmMAbuLixYvy9fXVzz//rE2bNunJJ580PQlwWYQI+Ju0tDS1atVKu3fvVmxsrJ5//nnTkwCXRoiAv7DZbOrevbsSEhI0c+ZM+fn5mZ4EuDzOEQF/MWbMGM2dO1eDBw9Wt27dTM8B3AIhAv5j0aJFGjZsmMLCwjRmzBjTcwC3QYgASevXr1d4eLheeeUVzZs3jyesAjmIEMHt7dmzRy1atFCVKlUUExOjvHnzmp4EuBVCBLd25MgR+fj4qHjx4kpKStIDDzxgehLgdrhqDm7rzJkz8vLy0pUrV5ScnKyyZcuangS4JUIEt3T58mX5+fnphx9+0CeffKIqVaqYngS4LUIEt5Oenq42bdpox44dio6OVqNGjUxPAtwa54jgVmw2myIiIrR69Wp98MEHatmypelJgNsjRHArkyZN0tSpU9W3b1/169fP9BwAIkRwI8uXL9eAAQMUHBysSZMmmZ4D4D8IEdzCli1b1K5dO/3zn/9UZGSkPDz4qw84Cv5rhMv717/+JX9/f1WqVElxcXHKnz+/6UkA/oIQwaX99NNPslgsKliwoJKSkvTggw+angTgb7h8Gy7r7Nmz8vb21tmzZ7V161aVL1/e9CQAN0GI4JKuXbumwMBAHThwQImJiapZs6bpSQBugRDB5WRkZKhDhw7atGmTIiMj9eqrr5qeBOA2OEcEl/P2229r6dKlGjNmjMLCwkzPAXAHhAguZcaMGRo/fry6du2qwYMHm54D4C4QIriM2NhY9erVS82aNdO0adN4cTvASRAiuIRPP/1UrVu31j/+8Q8tX75cuXNz+hNwFoQITu/gwYNq1qyZHn30UcXHx6tgwYKmJwHIBEIEp/bLL7/Iy8tLnp6eslqtKlWqlOlJADKJxy/gtC5cuCBfX1+dPHlSW7ZsUaVKlUxPAnAPCBGc0vXr1xUcHKwvv/xSa9asUd26dU1PAnCPCBGcjs1mU9euXWW1WjVnzhz5+vqangTgPnCOCE5n5MiRWrBggYYNG6bw8HDTcwDcJ0IEpzJ//nyNHDlS7du318iRI03PAZAFCBGcRmJiorp06aLXXntNc+bM4QmrgIsgRHAKqampCg4OVvXq1bVq1SrlyZPH9CQAWYQQweEdPnxYPj4+KlWqlBISElSkSBHTkwBkIa6ag0M7ffq0vLy8dP36daWkpKhMmTKmJwHIYoQIDuvSpUvy8/PT0aNHlZycrKefftr0JADZgBDBIaWnpys0NFS7du3SypUr9cILL5ieBCCbECI4HJvNpt69eysuLk5TpkxRUFCQ6UkAshEXK8DhTJgwQTNnztSbb76p3r17m54DIJsRIjiUqKgoDRo0SCEhIRo/frzpOQByACGCw0hOTlaHDh304osvatGiRfLw4K8n4A74Lx0OYd++fQoMDFTlypUVGxurfPnymZ4EIIcQIhh37NgxWSwWFSlSRElJSSpWrJjpSQByEFfNwag//vhDFotFFy5c0Pbt21WuXDnTkwDkMEIEY65evSp/f3999913slqtqlatmulJAAwgRDAiIyND7dq1U0pKiqKiovTyyy+bngTAEM4RwYiBAwcqOjpa48ePV+vWrU3PAWAQIUKOmzp1qiZOnKgePXpowIABpucAMIwQIUfFxMSob9++CggI0JQpU3hxOwCECDln+/btCg0N1fPPP6+oqCh5enqangTAARAi5IgDBw7Iz89P5cuXV3x8vAoUKGB6EgAHQYiQ7U6cOCGLxaI8efLIarWqRIkSpicBcCBcvo1sdf78efn4+Oj06dNKSUnR448/bnoSAAdDiJBtrl+/rhYtWmjfvn2Kj49X7dq1TU8C4IAIEbKFzWZTeHi4NmzYoPnz58tisZieBMBBcY4I2WL48OFavHixRowYoY4dO5qeA8CBESJkuTlz5mj06NHq1KmThg8fbnoOAAdHiJCl1q1bp27duslisWjWrFk8YRXAHREiZJnPP/9crVq10nPPPacVK1YoT548picBcAKECFni0KFD8vX11UMPPaSEhAQVLlzY9CQAToIQ4b6dOnVKFotFGRkZslqteuihh0xPAuBEuHwb9+XSpUvy9fXVTz/9pE2bNqly5cqmJwFwMoQI9ywtLU0hISFKTU1VTEyM6tevb3oSACdEiHBPbDabevbsqfj4eM2YMUP+/v6mJwFwUpwjwj0ZN26cPvroIw0aNEjdu3c3PQeAEyNEyLTIyEgNGTJEoaGhGjNmjOk5AJwcIUKmfPLJJ+rUqZOaNGmiBQsWyMODv0IA7g8/RXDX9u7dq6CgIFWpUkUxMTHKmzev6UkAXAAhwl358ccf5e3trWLFiikxMVFFixY1PQmAi+CqOdzRmTNnZLFYdOnSJe3YsUOPPPKI6UkAXAghwm1duXJF/v7++ve//60NGzaoatWqpicBcDGECLeUkZGhsLAwbdu2TcuXL1fjxo1NTwLggjhHhFvq37+/Vq1apYkTJ6pVq1am5wBwUYQINzV58mR9+OGH6tOnjyIiIkzPAeDCCBH+x4oVKxQREaGgoCBNmjSJF7cDkK0IEf5LSkqKwsLC1LBhQy1ZskSenp6mJwFwcYQI/2///v3y9/dXxYoVtWbNGuXPn9/0JABugBBBknT8+HFZLBblz59fSUlJevDBB01PAuAmuHwbOnfunLy9vfX7779r69atqlChgulJANwIIXJz165dU2BgoL755hslJCToueeeMz0JgJshRG7MZrOpU6dOSk5O1qJFi/Taa6+ZngTADXGOyI0NGTJES5Ys0ejRo9WuXTvTcwC4KULkpmbNmqVx48apc+fOevvtt03PAeDGCJEbWrNmjXr27ClfX1/NmDGDJ6wCMIoQuZldu3bp9ddfV506dbR8+XLlzs1pQgBmESI38t1338nX11dly5ZVfHy8ChUqZHoSABAid/Hrr7/KYrEoV65cslqtKl26tOlJACCJy7fdwoULF+Tr66sTJ05o8+bNeuKJJ0xPAoD/R4hcXFpamlq1aqU9e/YoLi5O9erVMz0JAP4LIXJhNptN3bp1U2JiombPnq1mzZqZngQA/4NzRC5s9OjRmjdvnoYMGaIuXbqYngMAN0WIXNTChQs1fPhwtW3bVu+++67pOQBwS4TIBVmtVoWHh+vVV1/V3LlzecIqAIdGiFzMnj171KJFC1WrVk2rVq1S3rx5TU8CgNsiRC7khx9+kLe3t0qUKKGEhAQ98MADpicBwB1x1ZyL+O2332SxWHTt2jVt3rxZZcuWNT0JAO4KIXIBly9flp+fn44cOaKNGzfqmWeeMT0JAO4aIXJy6enpCg0N1c6dO7VixQo1bNjQ9CQAyBRC5MRsNpv69eun2NhYffjhh2rRooXpSQCQaVys4MQmTpyoadOmKSIiQn369DE9BwDuCSFyUsuWLdNbb72lVq1a6f333zc9BwDuGSFyQps3b1a7du3UuHFjLV68WB4e/N8IwHnxE8zJfP311/L391flypUVGxurfPnymZ4EAPeFEDmRn376SRaLRYULF1ZiYqKKFy9uehIA3DeumnMSf/zxhywWi86dO6dt27bpscceMz0JALIEIXICV69eVUBAgA4ePKikpCTVqFHD9CQAyDKEyMFlZGSoQ4cO2rJli5YsWaImTZqYngQAWYpzRA5u8ODBWrZsmcaNG6fQ0FDTcwAgyxEiBzZ9+nRNmDBB3bt318CBA03PAYBsQYgc1OrVq9W7d281b95cU6dO5cXtALgsQuSAduzYodDQUNWrV09Lly6Vp6en6UkAkG0IkYM5ePCg/Pz8VK5cOcXHx6tgwYKmJwFAtiJEDuSXX36Rl5eXcufOLavVqpIlS5qeBADZjsu3HcT58+fl4+OjkydPKiUlRRUrVjQ9CQByBCFyANevX1fLli311Vdfae3atapTp47pSQCQYwiRYTabTV26dJHVatW8efPk7e1tehIA5CjOERk2YsQILVy4UO+88446depkeg4A5DhCZNC8efM0atQodezYUe+8847pOQBgBCEyJDExUV27dpWXl5dmz57NE1YBuC1CZEBqaqqCg4NVo0YNrVy5Unny5DE9CQCMIUQ57PDhw/Lx8VHp0qWVkJCgwoULm54EAEYRohx06tQpeXl5KS0tTVarVQ8//LDpSQBgHJdv55BLly7Jz89Px44dU3Jysp566inTkwDAIRCiHJCenq7WrVvrs88+U0xMjBo0aGB6EgA4DEKUzWw2m3r16qU1a9Zo2rRpCggIMD0JABwK54iy2fjx4zVr1iy99dZb6tmzp+k5AOBwCFE2+vjjjzV48GC1bt1a48aNMz0HABwSIcomGzduVMeOHfXSSy9pwYIF8vDgjxoAboafjtngq6++UmBgoJ555hnFxsYqX758picBgMMiRFns6NGj8vb2VtGiRZWYmKiiRYuangQADo2r5rLQ77//LovFoosXL2r79u169NFHTU8CAIdHiLLI1atX5e/vr0OHDmn9+vV69tlnTU8CAKdAiLJARkaG2rZtq61bt2rZsmV68cUXTU8CAKfBOaIsMGDAAK1YsULvv/++QkJCTM8BAKdCiO7Thx9+qA8++EC9evVS//79Tc8BAKdDiO7DqlWrFBERocDAQE2ePJkXtwOAe0CI7tG2bdvUpk0bNWjQQEuWLJGnp6fpSQDglAjRPThw4ICaN2+uChUqaM2aNSpQoIDpSQDgtAhRJv3888/y8vJSvnz5ZLVaVaJECdOTAMCpcfl2Jpw7d07e3t46c+aMUlJSVKFCBdOTAMDpEaK7dO3aNbVo0UL79+/XunXrVKtWLdOTAMAlEKK7YLPZFB4erk8++UQLFy5U06ZNTU8CAJfBOaK7MGzYMEVGRmrUqFFq37696TkA4FII0R189NFHGjNmjMLDwzV06FDTcwDA5RCi24iPj1f37t3l4+OjmTNn8oRVAMgGhOgWPvvsM7Vq1Uq1a9dWdHS0cufmdBoAZAdCdBOHDh2Sr6+vypQpo3Xr1qlQoUKmJwGAyyJEf3Py5El5eXlJkqxWq0qXLm14EQC4Nh5v+ouLFy/K19dXP//8szZv3qwnn3zS9CQAcHmE6D/S0tIUEhKi3bt3KzY2VvXq1TM9CQDcAiGS/QmrPXr00Lp16zRr1iz5+fmZngQAboNzRJLGjh2rOXPmaPDgweratavpOQDgVtw+RIsXL9bQoUMVFhamMWPGmJ4DAG7HrUO0YcMGvfHGG3rllVc0b948nrAKAAa4bYi+/PJLBQUFqWrVqoqJiVHevHlNTwIAt+SWITpy5Ii8vb1VvHhxJSYm6oEHHjA9CQDclttdNXfmzBlZLBZduXJFycnJKlu2rOlJAODW3CpEV65cUfPmzXX48GF98sknqlKliulJAOD23CZEGRkZatOmjbZv364VK1aoUaNGpicBAOQm54hsNpsiIiIUExOjDz74QMHBwaYnAQD+wy1CNHnyZE2ZMkX9+vVTv379TM8BAPyFy4coOjpa/fv3V3BwsCZOnGh6DgDgb1w6RFu2bFHbtm3VqFEjRUZGysPDpX+7AOCUXPYn8/79++Xv769KlSopLi5O+fPnNz0JAHATLhmi48ePy8vLSwULFpTValXx4sVNTwIA3ILLXb599uxZeXt76+zZs9q6dasee+wx05MAALfhUiG6du2agoKC9M033ygxMVE1a9Y0PQkAcAcuE6KMjAx17NhRycnJioyM1Kuvvmp6EgDgLrjMOaIhQ4YoKipKY8eOVVhYmOk5AIC75BIhmjlzpt577z117dpVgwYNMj0HAJAJTh+iuLg49ezZU35+fpo+fTovbgcATsapQ7Rz5069/vrr+sc//qFly5bJ09PT9CQAQCY59cUK9evX1+XLl03PAADcB6c+IgIAOD9CBAAwihABAIxyyhDt3SslJt54f8QIKbtf4SEnvgcAuCOXCBEAwHkZC9GRI9LTT0tvvCE9+6wUGipt3Ci98IL05JPS559LFy9KHTtKdetKzz0nrVkjXbsmDR8uRUdLNWvaf5Wkb76RXnxRqlhRmjr1xvfx95dq15aqVpXmzLlxe+HC0pAhUo0a0vPPS7/+ar/9xx+lJk2k6tXtvx49mjN/HgDgroweER06JPXpI+3bJ337rbR0qbR9u/0hsLFjpTFjpJdflr74Qtq8WRowQLp+XRo1SmrVyn5k1KqV/Wt9+620fr09YCNH2j9PkhYskHbvllJT7YH67Tf77Rcv2gP01VdSo0bS3Ln223v2lNq2tW8KDZV6987xPxYAcCtGQ/T441K1apKHh/2IpUkTKVcu+21HjkgbNkjvvWc/8nnxRenKlVsfofj4SPnySSVLSqVL3zjCmTr1xlHPsWPS99/bb8+bV/L1tb9du7b9+0nSzp1S69b2t8PC7GEEAGQfo09ozZfvxtseHjfe9/CQ0tIkT08pJkZ66qn/vt9nn93+a3l62u+/ZYv94b6dO6WCBW/ETJLy5LFH76+ffzP8i0EAkL0c+mKFpk2ladMkm83+/pdf2n8tUkQ6f/7O9z97Vipe3B6hb7+Vdu26830aNJCWL7e/HRUlNWx4b9sBAHfHoUM0bJj9XE/16vYLGoYNs9/+0kv2ixP+erHCzXh52Y90qle33/f55+/8PadOlRYutN/n44+lKVOy5LcCALiFXLY/DzfuQp06dWypqanZOAcA4Ipy5cq122az1bnZxxz6iAgA4PoIEQDAKEIEADCKEAEAjCJEAACjCBEAwChCBAAwihABAIw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" ] }, "execution_count": 30, @@ -1635,7 +906,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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0iql3g0/RHWI1REQdBxDT0uk9h85k605VBVSWTsrKuuljhVz1x61CBCEAgIDIZDJ/f/+YmJjY2FjeVxM2M+3TT/lfDWKcuus13smLqgqIZakil5x71r0d/0DoTdcQhAAgOCEhITExMdHR0cYPQv2mffpRVNR+IbHXa7zUoeGORERU8BDXCAH0o6k9J2N+S68AGggJCfniiy+au0wYHx+fnJzs4eExfPhwsVjc/o9r17RPB7Wi9guxRK/xYmntF6rHkk+pbnMUWwgEITRLTaII+76n7P0v2/rkWDsrMz6kisRXui1ycvXykWc/WZnwdPlVT2Up32UCtFrdjaMNltUrFIqXXnrpyJEjXl5emZmZffr0OXXqVOfOnVt7fC6nfTpYyWq/UMn1Gq/8q4+M5LH7SyVWQl8+gCA0koMHD/7www9FRUUDBgxYsmRJjx49+K5IF7mG2e0a/pXLU2pGVCmSsvXmgixRidjusl3veFuvTW6ThlanLCk57s1vuQCt5OXl1blz5+zs7AbL6rds2XLixIk//vhj7NixDx48CA0NnTdv3pEjR/Q5pqGmfVrKKiq6SwW3qDiFilNo0r9JZPXoVKe8TK+D1Pw1TOJQ/+2OHfSbUFouBKExfP755wsXLnzzzTfDwsL27dsXEhJy9erVNvyZaRznEotevtyj3LVbtUjXj4ecsSaGIu18psq8X//m5r9e7yuTcHASCcA4hg0b9uuvv0ZFRdUPwn379j377LPaC4fdunVbtGjR4sWLCwsL3dzcGh/BsNM+VkNl6VR4mwqTqPAOPcyq3ymUyjLIuQc5edW+LE3T65gl94iIxBJyeOyXz6DujpyUbL4QhAZXVVW1YsWKuXPn7tixg4imT5/eq1evjRs3bt26le/SmrDuaOqaIylVCjGJ9Eo1DYmqRZLvIrLOJRad/WhYVxcbQ1cIwImQkJBff/01Ojp62rRp2nfUanVKSsqCBQvqxowaNUr7Zl0QGm/aV5D42C0tIity8iJ3P3LpRR0HkF1HIiJnbxJLSK2g/BukVrRwpbA4mWoeEhG59K7tMvMXT0fMCA3v/PnzRUVFRDR58mQdw5KSkhITE4koNDTUw8PDCIUZR3R09MOHD9944w3tS1dX10mTJv3+++/8VtWkxT8m7Tzz4LEGTvqpVqjTCqoCPoqIWTOim6us5R14kpOTExkZSUT9+/f39fVtbhjLsocPHyYiNze30aNHG68+MKLGy+rz8vLUarW7u3vdOx07diSi6ITUu8q/GWra9zCjNvYKEqks47Fpn8yFXHqRez9y70uuPiSybri7yJr+NpzunydFJaX/Sd7huj7r7m+1X3g1/JbeeebB1OBOAT2EOy80RhAuW7ZM+92mVqtFomavyv78888rV64kouPHj48fP94IhRlHRkYGEfn4+NS906tXL+3vWZPy5en0nWceNHzCmd5UaraoQjlqdfSNz0Y62JjomYaYmJgXX3yRiNasWfPRRx81N0ypVGqHhYaGXrx40Xj1gRFpl9XfuHGjoqLC3t6eiCQSCREplcq6ad+FmJtEtOjHZOrizNkH65j2WUnJuWdt+HXsTzZOLR/N91m6/ycRS9f3UacAkrk0PSz3OqX9QUQk7UA9Gq4YKZernt4Qc3FFiG+n5pu0WTQT/YVlSUpKShiG0f6kaTk5OZWXlyuVSmvrRn/i8SThQfkHP95uw1ywPrWGzSureXN3ws/vDuGqMAADqVtWHxMTM2p02O3syth7crGV5P1vIqeddKmd9hWkEFH9R9q2RYvTPne/2nOeTU77dHP1JZ9n6O5vJC+lM0toxFJy6dlwzIOLFP0v0v6Ths5/dK9pPQUPFeHrLl/6ZPjfXIV4dQNBaBBxaWWByy9pvy6+WcKy7JDFp6xktc2cci5es5I5hqy6wl+BDSVmVVS3LwW15ErNoSt5vu//aZqTwtK7SdovdpxJ/7X6Ut37wb2cts/ox1NRwBvtsvo31/6c/52i9lyIk3de0iXqPKF2RHYcWdlQh7+1+tDcTvt0G/QGlWdTzlUqz6ZTf6dOAeQ5iGQupFFTZR5lRtc+pImI+r9M3UKbO0xGkfyZjTF/fhzsbGcqf6AbjSn+trIA5XJVXNpfdypX2hNR/I1b5O5X+056Ctm4PRpgWTQsezenku8qmpFXu44qu6Qmu97//672gvvJByIKDg7+4osv0pKuUseJtW/1eY4i1lPiL+QdToVJdOco9R6v13J1g077dLOS0uhPKP5buvNf0qgoO5ayYxuOkTrS4JktXEQkupFR/vSGmD+WDbOTCusO8NYFYU1NzZ07dzQaja+vr0xmuvdEmBY3X7JxouT/1QZhVSFlxVCf5/guC7iUkZGRn59f99LR0bFXr1481gP60N4vQ4VJjx7p0G0kDc6nmz/R9X0ksqIeY8l/erP765r22ZCzN5fTvnqsxYybg6SwXPGoI4zIiga/Sb0n0P1zlBNHFblU85AYEUkdybkHdQ4krzFkbavPwS+nlD6/Ne639wMFtcq+FUH4yy+/vPPOO6WlpURka2u7a9euqVOnGqwwCyKyoiFvUeRmUlaRYzdKv0AyZ+rzPN9lGRorqGZsK1as2LdvX93L11577bvvvuOvHNBL3bJ6Ks95tLSu72TynUTVxSR1JCvpYzu0Ytrn22CJQjt1cpIG9HAM9XUe4eMS6O1oYy16+5ubP0ZmVcrrXdGw96D+L1P/l9v5WadvFM78KuG7ef4iRig/wvr+p0pPT3/llVfWr1//7rvvEtHs2bNnzpw5cuTITp06GbI8S+E1hmzdKe0slWeT95PkO7FBiyNLJJQfIa2cnJz58+dv376d70KgdbTL6qnw9mNrzEVWtQv1iEhZSUXJvEz7BnbrMMLHOaCH46g+Ll7uDc/A7X6zfxdn6YZj91p5j1v9v1BZKrxDbn0aD/oxMtvZzlo4F871DcLu3bsnJSXVne358MMP//3vf1+5cmXSpEkGq82ydOxPHfvzXQQYSnZ29siRI/muAlpNu6yeCm8/WlRgGtO+od6OUusWTk5+8kLvsL6ur+64XlaprNB34VO9v1CvbKfUUzR8MXVvYrHsl6fTu7jYfPhso3tQLVEr/is2vuZhZ9e6ac28efN0bI2Li6v/UqVSVVaa6j0XzautWaMhpfkV3wJWTUSkrjbLf5qVDTH1rv9nRlNlQd2rxFSbOfc71r3UaDStPXxubq6tre3JkycVCkVwcLB2ITaYPm33bSq4RbnX/5r23SJFve9wXqd9LRrd1+Xe1rBvzmesPZpaWqVSqDQKld7fvU5exLIUtYWs7ahzYOPtH/18x81BMmtM62+aNTcM26Y2CZ999tnatWvT09OdnFr+thg+fHhzjztpknZB/eHDh3V3ojFZIpGoDb9JzQMjqn0ittkZtYK6DqPMy3Rhtf476bmgXqPRuLi42Nraent7p6enFxQU7Nixo66XEJgglUp148aNqKioS5cuHThwoOGvQYfO5Nan9n9OXo/9CdVurZ326S/2XtnJ+II/bxen5lVV1KiIyMXe2reTXWaR/Or9h03vc20vJR0iKymNWfPotvZ6xCLmwIJBU4ZZ+CWwtszrb9++vWbNmhUrVuiTgvWFh+u6effevXupqal1L62trTt06NCG8vilUqmqqqqIETe8zG4BVHJiNWRlQ4wZ3k7WoHWqQ2eye9TGz9XBeojXo/5SLMueOXOmFccWibKzs2UyGcMwarV64cKFc+bMGTdunMn2VRemsrKymJiYiIiIuLi4iIgI7X1/jzh7U+eh5OZLbn1IymWzsfrTvtF9Xbq7Gep++0Bvx0Bvx+WN3leq2YmbYk8lFDSxz+CZpCin1N/pz5X0xGfk3PCpOGoN+9qOeEdb66cGNNF23GK0ekZ49+7dJ554YsyYMfv27dPRL62+uhmh7hZrq1atsoAWa+fOnRs7dix5DKAn1vNdC9dOf0AFt+jJDdTRbC+h180I/adRv5fq3n5qgNuppUF1LxUKhVQqpba2WLt7966vr++hQ4deeOEFDmqGtlKr1bdv346Li7t06VJERERSUlL9X3edOnUKDQ0dMWLExYsXDx061OBbop0MN+1rmyqFOnzdlci7JU1sYzUUsZ4yLpGtK4VvrP8HYh0HG6tzy4dZcDPS1s0Ijx07Nm3atMmTJ+/atUvPFAQQgvrPd9VONczxfIYF0DHts7OzGzRoUEBAQGho6OjRo+uu43bs2PHQoUNUeKc9n2u0aV/b2ErER98LGPVpdFJWRcNtjIiGv0/nyij/Jp1dTuEbG18HLZerxn0Wc3FFcJ/O9g13twj6BiHLshs2bFixYsXq1auXLFli0JqATxV5lPwbyVyx5F9/Z8+eXbBgwebNm0eOHJmZmfn3v/+9Z8+eo0aN4rsuQdBz2hcQEBAUFKRtq91A7f0y9ZfV68fUpn26uTlIfl8aFLoqKr2wuuE2sYRGf0J/LKXiVDq/kp5YR9YNg7ywXPHU+iuW2oxU3yD86aefli5dSkRLly7VfkFE//jHPzZt2mSo0sDIKvLo+l7KiCKxhJy8EIT6Gzx4cGBg4PPPP19TU0NEo0aNOnnyZJO/c4ETbZj26dCjRw9PT8/c3NzHltU3xcSnfS3q6mJz+sOg0FVR+Q8VDbdZ29KYT+n0B1ScTBdW05jVjfvAZRTJn95w5cLHIS4W15JQ3yCcOHFi/TtZtBwdLfaUsRCJrMjDnwJm082fap9kDfpxdnbev3//jh07Hjx44ObmZhlrJw4cOHDz5k0iWrJkiY7TvHFxcdpnir3wwgsBAQEGKqb90z7dgoODjxw50nBZvfbgZjXta1FvT7tj7wc+sfZyhbzRukOpI4WtotOLKS+BIj6jkcsa3xZ3K7Ni/EYLbEaqbxDa29vXf5AQWCBbV+ptrvcomQJ7e3s/vyZuQDdThw4dOnToEBHNnTtXRxBeu3Zt7dq1RNSjRw9ug5DbaZ9uISEhtUHYY6y5T/taFNTT6ch7gc9sjKlRNloKZe9JYz6lM0soM4pidlDQgsa7X04pfW5L3PHFFtWMFE+fMAh3B2mYWa28OZ9YVFihbNui0gbEImZMP1dnW1M8eZJt53zpAhFR/64Ofev9BxrYzYG3muAvhp726aDtvt1Vk3ZkzQj/bh2sxBbeIPCJfq77Zg989ct4TeMfeScvCltFZz+ilBNk40QDX2u8+5mbltaMFEFoEP262v/87mC+q2iFtIKqAUsvVjY+W9JKtlLxG6O6bjPVFoX//W/GpK+JiF4O6fSRWf0HslTGnPbpEBgYKJFIcu7f8XUXW3wKar0c0rmkUjXv3zeb2ObWh0YsoQtr6OYBktg3ebuAhTUjRRACEVEPd9tvZ/tP2xVfpW/HwiZIrES+new2v9aXw8LAwvA47dNBJpMNHDgwNjY2JiZmzJgxxvlQ3s19sltuWc3qw8lNbOsSRCGLKHIzXd1DEnvyfrLxkC9Pp3d2tlk2yRKakRojCPfu3VteXk5Eupcezpo1S7uO3sfHxwhVQQOTgzxzy2o+OHC7qk27S61F3VxlZz4cZspXDkaNGnXlyhUi6tq1q45h1tbW2mEODjhlygE9p31hYWHu7u58FRkSEhIbGxsdHS2cICSiVZN7l1UpPz95v4ltXmNIUUGxu+jKNrJxarIZ6fJf7rh3sIRmpMYIwj59mnjMR2OdO3dGSyp+zQ/v7mJnNS2KUbXy5JCdVDzYy/G39wMdbU36HIOTk9PQoUNbHMYwjD7DoDmmOe3TLTg4eNu2ba3qimwZtrzWN7e05mB0ThPbfCZSVSEl/oci1tKYT8m94YlQlqW5e2862VqZezNSk/61BUa2ZcuW/Pz83lYZyVV5zLU9SjtP8pmgexdrVm1F6uXPDfhgorfFXDmHNouKilq6dGlsbGxV1aMzC/b29kFBQSEhIcHBwcHBwW5upti1Unu/TFRUVP0mQUIgYpjv5g0qq1adjG+qGemgGVRTTqmn6PwqetJim5EiCOGRzMzMzMzM/n19fKTMgwdX0t4wJiAAABG/SURBVNhBNRqFmhEpmIbfJwxLdqxczYieK7v8TtkfIc9e4aVgMDUSieTChQtkqtM+HeqW1aempjZ+5JxlsxYzhxYOaaYZKUNBC0hRQRmX6PwKempT42akCpXmxX9dNetmpAhCeGTLli3aL0p2f1781b+IbiWnbzxr3z/Ctk+apGM+aTREdprqrjXZ/tVpYZW3RlYmyTQKRmJxz9mAeiZMmGBt3eximMLCwvov/f39jx07ZrLTPt20y+qjoqKEFoREZCsR//cfASNXN9OMdMQHdH4l5V6z1GakCELQpXdNdu+a7NlFvxPRy9W5sUR7MncOLbXAZoOWrbKyMi0tzdXVtVOnVl/LiY+P13+wlZXVhAktnE43Wdpl9VFRUa+//jrftfDA1V5y+sOgESubakYqsqKRy2qbkZ5bTk98RpKGT2XXNiON+CSkm6v5tSBAEAJYMrVavXz58i+++EKhUKhUqpCQkAMHDnTv3l3/I8yfP1/H3bPx8fEnTpzgolL+aS8TRkdH810Ib7o469GMtCSNLq6hsFUkbni6O6NIPn5DjDk2I0UQAliyHTt27N69+8iRI+Hh4ampqeHh4XPmzGlVdC1dulTHapM9e/ZYTBAGBgZaW1snJCRUVFQItqNkb0+73xYPHfvP6Gaaka6m0+9TXgJd0jYjbdhxVNuM9MyHw+xtzKkZqeku+QKA9ps9e3ZkZGR4eDgR9ezZc9asWefPn1er29tCyCJpl9Wr1erY2Fi+a+HTUG/Ho+8FNt1e3N6DxqwhiT1lRlPMjiZ3v5xS+vzWOIWqUSNTE4YgBLBkEonE19e37qVYLJZIJIJaHtAqdYso+C6EZ2P7uR5YMEgsaur7xKk7ha0iKxtKOUkJ3zW5u7YZaRONTE0VghBAQI4ePTpq1CjdPZ6EDEFY5/lAz23Tm2klqm1Gyojp5k90+9cmh/wYmf3Ot4kGrI9T+HkAEIqvvvrqypUr69at47sQ01V/WT3ftfBv7pPdPnmhd9PbtM1IGYaufkP3zjQ5ZMfp9H8eSTFgfdxBEAIIwsGDB9999929e/f279+f71pMl3ZZfWFhYePnkAvTysm9F47zanqb1xgKmE3E0pVtlB3T5JDlv9zdduq+warjDIIQwMJpNJpPPvlkxowZu3fvFuYKuVYJDg4mnB2tZ/NrfV8Kbmb5qc9E8nuRNCq6uJYKbjU5ZOF3Sb9cbqqRqSlBEAJYsqKiomeeeebrr78+e/bs9OnT+S7HDGiDUMirCRvQNiMd59/Mg0EGzaCe/0dqBZ1fRSVpjbdrWPa1HfGnEppqZGoyEIQAlmzevHknT57MyckZPnw485fIyEi+6zJduF+mMW0z0uE+zk1tZChoAXUNIWUl/bmKVDWNRyhUmimfX4u9V2boOtuMwTVhbp07d27s2LFhYWHnzp3ju5a2+6vX6GNevpsbWyE/4OM51P6xFmuMROoddduI1UErpKam1n/+n5avr2+LC8ZZltX+cmjxFlONRqPPMHNRXV3t6Oio0WhKS0sFu6y+SUUVilGroxMbNyMlIo2KLqyhHmOp+6jmdndzkJhsM1J0lgGwZD17tvEB4tq5oz4jLSYCtbTL6uPi4mJjY8PCwvgux4S42kt+19GMNOwTIoaIqKa8dk2Fszd1C60bUliuCF935dLKR81IN2/eXFxcbGdnt2zZMqP8C5plUd/BAADth7OjzdE2I+3YocmHav31Z5PiId06SLcOUmbD66yZxfLxG2KKK5Tal19++eXatWu3bt1quIL1hCAEAHgMglAHbTPSNrcSvZVZ8fSGmCYamfIKQQgA8Bgsq9dNVzNSPVxJLX1+a1yN0oSakSIIAQAeU7es/t69e3zXYqJ0NSPVw5mbhTN3J3BbUnsgCAEAGho2bBjh7KhOzwd6fjHNr827H4jMrqwxlROkCEIAgIZwmVAf88K7r5zcTDPSliyZ2NNOairPLEQQAgA0hCDU0ycvNN+MtBkMQ5tf7bv+Zd+WhxoLghAAoKGhQ4fWPa2e71pM3ZbX/KaN7KLnYCsxs/ftge+N72HQkloLC+oBABrCsnr9MQztmTWw4KHiRPzjDUVzYunkwvpviERMj462XyZZfUlERNnZ2carUicEIQBAE0JCQuLi4qKiohCELbIWM/9ZOOSpdVcu3S159G5NOdWU1x+mIUouNHZt+kAQAgA0ITg4ePv27XgMhZ5sJeKj/wgYtTo6sa7xsGN36hKk/dLeRjw1uHODljS7du1q3AiXFwhCAIAmaO+XiYyMZFlWz7arAqdtRhq0ML32jKezNw2aQUQ9PWxPLQnq6WHbYPzBgwdNJAhxswwAQBO8vb2xrL61ujjb7Js9sP47AT0co1YOb5yCJgVBCADQNCyrb4PubrK6r8f4uZ79aJh70026TQiCEACgaVhN2B49Otqe+GBoB5kZXIBDEAIANA1B2B4jfJzb3JjbyMyjSgAA48OyeoFAEAIANE27rF6tVsfGxvJdCxgQghAAoFnBwcFEhNWElg1BCADQLFwmFAIzuJ8HAIAv2iDEjFB/Pj4+arWaiFrsQpCammoizQowIwQAaJZ2WX1+fn5qairftZgNkUgkEolaTDiGYfQZZgSYEQIA6DJs2LCjR49GRUX17NmT71oE4c6dO1u2bKn/zo4dO8RiAz7FFzNCAABdcJnQyBISEvbt21f3UiaTGTQFCTNCAADdcOOokWVlZXXt2vWrr74y2idiRggAoEtQUBCW1RtTTk5O586djfmJCEIAAF1kMtmAAQNUKlVcXBzftQhCTk5OWVnZW2+99fTTTy9cuPD+/fuG/kQEIQBAC3CZ0JjGjBkTFBQUFBT09NNPnzt3LjAwMD093aCfiCAEAGgBgtCYZs6cuWfPnrfffvvdd989f/68SqXasWOHQT8RQQgA0AJtEKLjqPE5Ozt7e3s/ePDAoJ+CIAQAaIG3t/f58+fv3LnDdyGCEBkZqVAotF/n5uYmJyf369fPoJ+I5RMcc3R0DAkJ6d+/P9+FtINGLU+41vhtX5m1mmXtxfX/eGKJGFapUGamW3ftbrQCAYxv9OjRfJcgCKWlpZMmTerSpcvkyZNlMtnu3bs9PDzmzp1r0A9lWJY16AeAeVEX5ucufLMm+Q6rUuq/l8jGxm3paoeJUwxXGICR5efn7927l4iGDBny1FNP6Ri5bdu2yspKJyenOXPmGKs6S5aZmbl9+3btws1Ro0YtWrTI2dnZoJ+IIIRHlOlpWW++qHlYzqpbkYJajEzmOHW667tLDFEYgPFdu3ZtyJAhRDRnzpydO3fqGOnh4ZGfn+/l5ZWWlmas6oBLuEbYdhEREf369evXr1+LdzRph73yyivGKaxtVHm5WW9MVpeWsmrl39MKxiVmPZOUrXuX/QUPxyVmjUvMulZZw1ZXl/38bfHufxmnWgAAruAaYduVl5cnJiYSUX5+vo5hLMtqhzk4OBipstZjlcqcBa+rK8qJ1RDRgxpVilzZ4l9JhUp1ilxJRJVqDRGx1dWl3+628RtoGzrW4BUDAHAEM0IgIir5ZpsyJ4tUqnYeh5VX5y9/T1NRzklVAABGgCAEUhXkle3fw1ZXc3I0jUJe/NVWTg4FAGAECEKg0v27WY2aq6OxNTUPD/2ESSEAmAsEoeBp1OVHf2aVCg4PyYiYilPHODwgAIDhIAiFTp5wjYjh9pia6qry/x3h9pgAAAaCu0aFTn7tCquQc37YmqQbxLLEcByxAMZ37Ngx3c3VSkpKjFYMGAKCkAPl5eVZWVl8V9FG8sQEVtns8vk8pa5rh5Wa5rsxMIwqP8/Kw7M9tQGYgqysLPP9AQd9IAg5sGXLli1btvBdRRupcnOa26QhGnEjo22HZays1UUFCEKwAP3799fdaHTv3r3VHN10DbxAEAoep7fJ1Mcqawx0ZABjCg0N3b59u44Bv/zyC4LQrCEIOfDWW2+99dZbOgYEBwcbrZjWYqQ2zW0SEf3i20nHvgcKy/9TVNHMRlbHkQEATAeCkANdunQZNmxYc1tNvK25uPPf6Ob15rb620l17PtHWVVzm1ilwqojzosCgBnA8gmhk/X3ZyS60q5tGCsrsYsb54cFAOAcglDobAKGkRX3JwakAwM4PyYAgCEgCIVO6tuPkXI8IxTZ2XeY8AK3xwQAMBAEoeAxjONL0zm/scVuzP9xe0AAAANBEAI5vTyDsRJzdTRGZus0fQ5uGQUAc4EgBBI5dHBZsEQksyVq9w2uDIkdHJxe17WYBADApGD5BBAROU55rfLMCfmNOFbRrvX1jFTmuekrQ9yGCmBk/v7+paWlRCRt6SJ6SkqKRqMRiTCvMFcIwrbz8PCYOHEiEfn6+uoYxjCMPsN4xjCeW77KeHWCOjeHVSmH2kvdrcXiljpm97SRjHW0JSJXazERMTYy92VrpP38jVAvgKGJRCJHR0d9Rjo4OBi6GDAoxsSXe4MxqYuLsma9pMrJYmta/TwKxkbmtviTDs+9ZIjCAAAMB0EIj9FUVxWsWlwZcY7Vu3ciI5GKZDYeG3fJAky3kxwAQHMQhNCEqkvnCtZ+rH5YylZV6hgmkkhZYhwmvOD67hKRQwejlQcAwCEEITRDo6mMOFd28Fv51cuMtYSIah9bKBYzVlZsjVzs6u4wYXKHya9YuXvwXCoAQDsgCKEFrFqlSL6tTE9TlxSzihqxo5PYo5PUpy9aiQKAZUAQAgCAoGHhCwBAu2zcuDE8PHz+/Pl8FwJthBkhAEDbxcXFhYSE+Pv7E1FMTAzf5UBbIAi5x7Lshg0bSkpKnn766dGjR/NdDjfUavXRo0ejo6PVavWQIUMmT55sY4NuoiB0KpUqODh48ODBdnZ2ly5dQhCaKZwa5d7+/fvXr1+/c+fO6OhovmvhRmlpaWho6IwZM5KTk0tLSzdu3JiTk8N3UQD827RpU3p6+rp16/guBNoFLdY4VlhYuHjx4nXr1n366ad818KZJUuWJCcnx8TEmHSXOADjSk5OXr169e7du93ccAe1ecOMkGPz58/v0aPH22+/zXchnKmqqvr+++/feecdpCBAHZZl586dGxQU9Oqrr/JdC7QXZoRc+t///nf48OGYmBhL6kN/69atqqqqwMDAffv2Xbt2zdnZecaMGV5eXnzXBcCnr7/+OiIi4vr16wzTUnN6MHkIQs48fPhwzpw577333qBBg/iuhUv5+flE9Pbbb/fp06dv376//PLL1q1bo6Ki/Pz8+C4NgDebN2+uqanp27dv/TcZhpHL5S0+tglMDYKQM0uWLGEY5uOPP+a7EI5p7w7dunXr1KlTiUgul/v6+m7YsGHfvn08VwbAn9OnT6tUqrqXn376aVxc3JEjRyQSCY9VQdsgCLmRnJy8e/dud3f3sLAw7TsFBQXbtm3Lzc3dunUrr6W1V5cuXYjIxcVF+9LGxmbgwIGpqam8FgXAs27dutV/6ejoKJVKvb29+aoH2gNByA03N7effvqp/juzZ88OCwt78cUX+SqJK97e3o6OjidOnHjyySeJSKFQXL16NTw8nO+6AEzIE0880atXL76rgDZCEHLD2dl5ypQp9d9ZuHDhgAEDRowYwVdJXJFIJIsXL165cqVMJhs0aNDevXuLi4sXLVrEd10AJmTixIl8lwBthyA0lJEjR1rMrZXLli1zcHD47rvvfvrpJz8/vwsXLmgbSgEAWAC0WAMAAEGznOVuAAAAbYAgBAAAQUMQAgCAoCEIAQBA0BCEAAAgaAhCAAAQNAQhAAAIGoIQAAAEDUEIAACChiAEAABBQxACAICgIQgBAEDQEIQAACBoCEIAABA0BCEAAAgaghAAAAQNQQgAAIKGIAQAAEFDEAIAgKAhCAEAQNAQhAAAIGgIQgAAEDQEIQAACBqCEAAABA1BCAAAgoYgBAAAQUMQAgCAoCEIAQBA0BCEAAAgaAhCAAAQNAQhAAAIGoIQAAAEDUEIAACChiAEAABBQxACAICgIQgBAEDQEIQAACBoCEIAABA0BCEAAAgaghAAAAQNQQgAAIKGIAQAAEFDEAIAgKAhCAEAQNAQhAAAIGgIQgAAEDQEIQAACNr/B5Gh4anT5pkbAAAAh3pUWHRyZGtpdFBLTCByZGtpdCAyMDIyLjA5LjEAAHice79v7T0GIOBlgABGIOYAYnYgbmBkU0gA0izMMJqRQQOsiFiaG2QeEwMDM1AzAyMrAyMbAyM7gwiDeBbUKjAA2uewH0gvgXAd7BFsgQOnThqrQsWBag7YI7H3Q9U4oOqFiYPZYPViAApfFTisX5MXAAAA2XpUWHRNT0wgcmRraXQgMjAyMi4wOS4xAAB4nI2SQQ6DIBBF95ziX0CDKKJLFdM2jZi0tnfovvdPZ9rgaJsaBxbz4c0APyhwXPz58cQcxisF6I1Z1zXuudZaDeAEbX84BXRT08aVbryF6YoKjiporMlmGoe4kqFDolNnqZ/mTL8DkkTSELkLzHFEYlJjv/Z/wILBuWWW2n+gXYHJBlkSOR+9dUlH4K6O1RLc4PrgV8Z+rG7H4MVqHkb8ZJmLaywL8YalFQeoEqU8k6WTx7CslldZHsw6/g7K1QtzcXW7t2VnvAAAAKF6VFh0U01JTEVTIHJka2l0IDIwMjIuMDkuMQAAeJxdyjELwjAQBeC/4thCciSXJoFzdKmLuJcOIg4BS4pm7I+3LYTrOdzxHt8b+vHSDP3Y7u8Q1zstjUZAr4w6awPxECz4GvWeK9f9P22pVY+Sp/snz2Qgfa/T/E7PVMCudZNbLi9AslwMoRwimyMnzbF11HGx5OXQs3kK0gJboCgtssXlB6kvXALr7K+LAAAAmnpUWHRyZGtpdFBLTDEgcmRraXQgMjAyMi4wOS4xAAB4nHu/b+09BiDgZYAARiBmA2JWIG5gZFNIANIszBxgmomRkUEDrAgXzQ3Sz8TAwAzUxMDIyiDCIB4ENRQM2Ep3a+5XN2C1A3F+Kfnau4i8BLMr1TgOWJ1w3wdi9/6s2W8jesYexN75a80+45Or9oPYS0Je2BvUqIHZYgAMKRzeQCTNmAAAAPR6VFh0TU9MMSByZGtpdCAyMDIyLjA5LjEAAHicfZFBbsQwCEX3OcW/QCwwxrGXk2TUVtUkUpv2DrPv/VXoKPWMGhW8APT4NriD29v8ev3Cr8W56wD659Ra8SlE1F3gAcbz08uCaTuNe2VaP5btHRlqHeaP5GlbL3uFMaGnkLMQD6DAJpyzBfRjrTVitWohFjbRkFSjyAEneEYfA8dBUnFprsoO/CGTkxRqKVwEHLQmqeUA1BsoMhQl9GxRilkPyGwkh8JKpuhjKYnEA/C8zA9ruC1mXJe5LcY9tvE9lTalp6mN4qm2B1sn8v1l99Ke779lcfcNAk5iZ15Y0iIAAAC+elRYdFNNSUxFUzEgcmRraXQgMjAyMi4wOS4xAAB4nFWLsQ6DMAxEf6UjSKnli+MQwtiFLm13xFBVHZCKQC0jH9/AEjH45Lt317X9/VJ0bV/uku60FqAA5WDOTF5ZxJqGKTAEapicqhUxzUa9MKqUQZi9T5kl2Ep0m6JW7K06BAQxIK2d2xORKqQO0uNsZUrzXKbx8Z3myDT8ruP8GV7DQkh2I7dpeZNGZINos+Eox5VkZqM7MpeZRD0yzcytf4pdTc1ZglHRAAAAAElFTkSuQmCC", "text/plain": [ "" ] @@ -1662,9 +933,9 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] }, "execution_count": 32, @@ -1678,10 +949,31 @@ "plot_atommapping_network(new_network)" ] }, + { + "cell_type": "markdown", + "id": "d838ef4b", + "metadata": {}, + "source": [ + "## Writing a ligand network to disk\n", + "\n", + "If you want to save a ligand network to disk in order to transfer it elsewhere, you can do so with the `to_graphml()` method." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "a04df5eb", + "metadata": {}, + "outputs": [], + "source": [ + "with open(\"network.graphml\", mode='w') as f:\n", + " f.write(new_network.to_graphml())" + ] + }, { "cell_type": "code", "execution_count": null, - "id": "0915a377", + "id": "960e68f0", "metadata": {}, "outputs": [], "source": [] @@ -1703,7 +995,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.10.10" } }, "nbformat": 4, diff --git a/openmm-rbfe/ApplyingProtocolToNetworkQuickrunDemo.ipynb b/openmm-rbfe/ApplyingProtocolToNetworkQuickrunDemo.ipynb index 6a290a9..547e892 100644 --- a/openmm-rbfe/ApplyingProtocolToNetworkQuickrunDemo.ipynb +++ b/openmm-rbfe/ApplyingProtocolToNetworkQuickrunDemo.ipynb @@ -26,32 +26,14 @@ "execution_count": 1, "id": "09980f3d", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:root:Warning: importing 'simtk.openmm' is deprecated. Import 'openmm' instead.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "gufe v0.6\n", - "openfe v0.6.0\n" - ] - } - ], + "outputs": [], "source": [ "import gufe\n", "import openfe\n", "from rdkit import Chem\n", "from openff.units import unit\n", "\n", - "# notebook written for gufe v0.4 and openfe v0.4\n", - "print(f\"gufe {gufe.__version__}\")\n", - "print(f\"openfe {openfe.__version__}\")" + "# notebook written for gufe v0.7 and openfe v0.7\n" ] }, { @@ -101,7 +83,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "We have created \"\" with 7 nodes and 6 edges\n" + "We have created \"\" with 7 nodes and 6 edges\n" ] } ], @@ -161,7 +143,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -204,7 +186,7 @@ "metadata": {}, "outputs": [], "source": [ - "from openfe.protocols.openmm_rbfe import RelativeLigandProtocol" + "from openfe.protocols.openmm_rfe import RelativeHybridTopologyProtocol" ] }, { @@ -223,7 +205,7 @@ "metadata": {}, "outputs": [], "source": [ - "settings = RelativeLigandProtocol.default_settings()" + "settings = RelativeHybridTopologyProtocol.default_settings()" ] }, { @@ -243,7 +225,7 @@ "outputs": [], "source": [ "# create the Protocol we'll apply to our network\n", - "prot = RelativeLigandProtocol(settings)" + "prot = RelativeHybridTopologyProtocol(settings)" ] }, { @@ -285,6 +267,16 @@ { "cell_type": "code", "execution_count": 10, + "id": "46a87590", + "metadata": {}, + "outputs": [], + "source": [ + "openfe.ChemicalSystem?" + ] + }, + { + "cell_type": "code", + "execution_count": 11, "id": "d97e6000", "metadata": {}, "outputs": [ @@ -319,10 +311,10 @@ " )\n", " # similarly define the solvent leg\n", " stateA_solvent = openfe.ChemicalSystem(\n", - " components={'solvent': solvent, 'ligand': ligA}\n", + " components={'solvent': solvent, 'ligand': ligA},\n", " )\n", " stateB_solvent = openfe.ChemicalSystem(\n", - " components={'solvent': solvent, 'ligand': ligB}\n", + " components={'solvent': solvent, 'ligand': ligB},\n", " )\n", " \n", " complex_trans = openfe.Transformation(\n", @@ -369,7 +361,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "f328af99", "metadata": {}, "outputs": [], @@ -399,7 +391,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "6fc00526", "metadata": {}, "outputs": [ @@ -407,7 +399,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "-rw-rw-r-- 1 richard richard 839K Feb 16 12:24 out.json\r\n" + "-rw-r--r-- 1 richard richard 842K Apr 11 21:43 out.json\r\n" ] } ], @@ -426,7 +418,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "id": "c81c569d", "metadata": {}, "outputs": [ @@ -436,7 +428,7 @@ "True" ] }, - "execution_count": 13, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -467,7 +459,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "id": "9ef9fd11", "metadata": { "scrolled": true @@ -485,9 +477,10 @@ " with transformation.dump(filename).\r\n", "\r\n", "Options:\r\n", - " -d DIRECTORY directory to store files in (defaults to temporary directory)\r\n", - " -o FILE output file (JSON format) for the final results\r\n", - " -h, --help Show this message and exit.\r\n" + " -d, --work-dir DIRECTORY directory to store files in (defaults to current\r\n", + " directory)\r\n", + " -o FILE output file (JSON format) for the final results\r\n", + " -h, --help Show this message and exit.\r\n" ] } ], @@ -512,7 +505,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.10.10" } }, "nbformat": 4, diff --git a/openmm-rbfe/OpenFE_showcase_1_RBFE_of_T4lysozyme.ipynb b/openmm-rbfe/OpenFE_showcase_1_RBFE_of_T4lysozyme.ipynb index f32735d..52a9456 100644 --- a/openmm-rbfe/OpenFE_showcase_1_RBFE_of_T4lysozyme.ipynb +++ b/openmm-rbfe/OpenFE_showcase_1_RBFE_of_T4lysozyme.ipynb @@ -40,7 +40,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "a046c44eee6d4c089146c57a721df387", + "model_id": "de08168b6dea481a83d549420cf1777f", "version_major": 2, "version_minor": 0 }, @@ -52,7 +52,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9121490616ec44abb709636e8c6b5fb9", + "model_id": "cdc5ba5194fa47209b20fc733f8c4151", "version_major": 2, "version_minor": 0 }, @@ -110,7 +110,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -207,15 +207,7 @@ "execution_count": 3, "id": "4096ce97", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:root:Warning: importing 'simtk.openmm' is deprecated. Import 'openmm' instead.\n" - ] - } - ], + "outputs": [], "source": [ "from openfe import SmallMoleculeComponent\n", "\n", @@ -272,32 +264,33 @@ { "data": { "text/plain": [ - "{'atoms': [(6, '', 0, True, ''),\n", - " (6, '', 0, True, ''),\n", - " (6, '', 0, True, ''),\n", - " (6, '', 0, True, ''),\n", - " (6, '', 0, True, ''),\n", - " (6, '', 0, True, ''),\n", - " (1, '', 0, False, ''),\n", - " (1, '', 0, False, ''),\n", - " (1, '', 0, False, ''),\n", - " (1, '', 0, False, ''),\n", - " (1, '', 0, False, ''),\n", - " (1, '', 0, False, '')],\n", - " 'bonds': [(0, 1, 2, True, ''),\n", - " (0, 5, 1, True, ''),\n", - " (0, 6, 1, False, ''),\n", - " (1, 2, 1, True, ''),\n", - " (1, 7, 1, False, ''),\n", - " (2, 3, 2, True, ''),\n", - " (2, 8, 1, False, ''),\n", - " (3, 4, 1, True, ''),\n", - " (3, 9, 1, False, ''),\n", - " (4, 5, 2, True, ''),\n", - " (4, 10, 1, False, ''),\n", - " (5, 11, 1, False, '')],\n", - " 'name': 'benzene',\n", - " 'conformers': [\"\\x93NUMPY\\x01\\x00v\\x00{'descr': '>f8', 'fortran_order': False, 'shape': (12, 3), } \\n@9ú^5?|î@\\x15NÙ\\x16\\x87+\\x02@\\x13\\x1d²-\\x0eV\\x04@:e\\x1e¸Që\\x85@\\x14KƧï\\x9d²@\\x0býó¶E¡Ë@;W\\n=p£×@\\x17p£×\\n=q@\\x077KƧï\\x9e@;ÖE¡ÊÀ\\x83@\\x1b¯\\x1a\\x9f¾vÉ@\\x0c\\x8dOß;dZ@;k\\x85\\x1e¸Qì@\\x1cÈ´9X\\x10b@\\x13l\\x8bC\\x95\\x81\\x06@:\\x7f|í\\x91hs@\\x19\\x84\\x18\\x93t¼j@\\x15àA\\x897KÇ@9:Ô,<\\x9eí@\\x12¾\\\\\\x91ÑN<@\\x14úû~\\x90ÿ\\x97@9÷´¢3\\x9c\\x0f@\\x10ð¾\\rí(\\x8d@\\x07\\x98üPH\\x16ð@;°bMÒñª@\\x16\\x86?\\x14\\x12\\x05¼?þRT`ªdÃ@<\\x92° Ä\\x9b¦@\\x1eC\\x95\\x81\\x06$Ý@\\x08¶\\x114\\x04êK@;Ò&\\x80\\x9dIR@ \\x1e\\x9e\\x1b\\x08\\x9a\\x02@\\x15\\x8b\\x92:)Çz@:/ùrGE9@\\x1aIº^5?}@\\x19û²þÅm]\"],\n", + "{'atoms': [(6, 0, 0, True, 0, 0, {}),\n", + " (6, 0, 0, True, 0, 0, {}),\n", + " (6, 0, 0, True, 0, 0, {}),\n", + " (6, 0, 0, True, 0, 0, {}),\n", + " (6, 0, 0, True, 0, 0, {}),\n", + " (6, 0, 0, True, 0, 0, {}),\n", + " (1, 0, 0, False, 0, 0, {}),\n", + " (1, 0, 0, False, 0, 0, {}),\n", + " (1, 0, 0, False, 0, 0, {}),\n", + " (1, 0, 0, False, 0, 0, {}),\n", + " (1, 0, 0, False, 0, 0, {}),\n", + " (1, 0, 0, False, 0, 0, {})],\n", + " 'bonds': [(0, 1, 12, 0, {}),\n", + " (0, 5, 12, 0, {}),\n", + " (0, 6, 1, 0, {}),\n", + " (1, 2, 12, 0, {}),\n", + " (1, 7, 1, 0, {}),\n", + " (2, 3, 12, 0, {}),\n", + " (2, 8, 1, 0, {}),\n", + " (3, 4, 12, 0, {}),\n", + " (3, 9, 1, 0, {}),\n", + " (4, 5, 12, 0, {}),\n", + " (4, 10, 1, 0, {}),\n", + " (5, 11, 1, 0, {})],\n", + " 'conformer': (\"\\x93NUMPY\\x01\\x00v\\x00{'descr': '" ] @@ -432,8 +425,8 @@ "output_type": "stream", "text": [ "molecule A smiles: c1ccccc1\n", - "molecule B smiles: Oc1ccccc1\n", - "map between molecule A and B: {0: 0, 1: 1, 2: 2, 3: 3, 4: 4, 5: 5, 6: 6, 7: 7, 8: 8, 9: 9, 11: 11}\n" + "molecule B smiles: Cc1ccccc1\n", + "map between molecule A and B: {0: 4, 1: 5, 2: 6, 3: 7, 4: 8, 5: 9, 6: 10, 7: 11, 8: 12, 9: 13, 11: 14}\n" ] } ], @@ -466,7 +459,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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M2tnZqX2uYdywEH6BNC0lYWAX5WUSgQkZv6XntrPhHXD/7P+h68Ez5j6NCETUDz179rx48eLkyZN37dpFOgsyYOK4mPTQNcKIBxSHK8/PL9YW/71I8u2rJAqo817V6iififYeVGV5iM7DIiOBhfDLMndsEOzbVvRSKuv6MilHJv+ljlNH26IFiBYNm7rsPwWmdzIFAOfPn+/du7eNjU1MTIyzszPpOMgwyWUZ29Zn/3YQJGJaaYJoMVezC94IJZOUGqqx+Hy30+GcyjgJC5URPiP8MvsfpnKcqyleOnDY06vawf+XMSmOC59F5F36g0A+0iQSib+/PwAsW7YMqyAqG1oiSZkxPvvEIVok1FAFAaCLLX/S521F7cZPxSqIygML4ZdRFjyHqXOVj4ypbF3bgvteJDn6KVf5eMaWIHlhgW7Tkbd169aYmBh3d/dp06aRzoIM1cclfoVPH9P/37o5QSQNSRYMi03p8jKp08vEoTEpwUmCeKFE9YNcFze773/UbVh916hRo0aNGik/+VNITU1t1KiRr6+v7lPpM7w1Wjo0nfTjUGHkY8WB69mFP75Js2Kzrni7KK9ksv9xhsNPc0hEJOPTp08eHh5ZWVkXLlzo0aMH6TjIIOWeP/NpbSD9/5PIvWnZG5KzpDTNpqAql8OiIFksY17OcLab/tkKetp5/S7Lzt2JxNZPNE0zPSsyMjIcHByKjSYkJNSoUYPP5+fn55NIp6fwirB0KMpx7s+g1BKloy2vgw0vTybf8vlSiqxDe6TJiTrPR0xgYGBWVla3bt2wCqKyoYWFGeuXKarg4U85QUkCFsACF/vHDatfr+8a7uP6pKHbIlcHNlChKVm7UrOLPszm8Fq2JZMbGREshKVl7tWg2Cqln90cuBT1e3rui4Ki3X1psShjyzqdpyMjMjJy3759XC5369atpLMgQ5X712m5VMp8/VEiW5ckAIANNR1/dLK1/n+XJ0s264cqNhtrVQaA0JSsRPF/76c4nOzTx0ikRkYFC+FXqDRrIcvSSvGyhjn3+8rWig2yFfKunC988kD38XRv9uzZMplsxowZnp6epLMgvSOXy8+ePduhQ4du3boxRxISErp06eLi4lKjRo2dO3cyB3PCjiouB09l5InkdCtri2LbKjG62/Hb2fCkNP1b+n/P5mmRKPf0bxX/V0FGDgvhV2A7ONqNm6J8ZFZVu8pc9pM80d9Zn91wz9iwQnkJsFE6efLkjRs3KleuvGTJEtJZkD56+/btkydPhg8frpi18ccffwwZMiQpKenmzZvz589PSUmhRULx2zjFR+7lFgJAd7sS26T1sOMDwL1cRfcTWpqaJM/JLun9CJUG7j7xdexGT8o9d0qxR7YVmzWzqt2ShIzViYIONnzFHtmimFc5Z0/YDBxBLGgFEwqF8+fPB4BVq1bZ2dl98f3IBNWpU2flypV3795VHJkxYwbzRY0aNapUqZKcnFwpL5syM6cl/00HjRNKAMDDwqykP7MezwwA3hRNH6VY5jzx2ziLRtjMqLjz589bWVkVO5ienk4kjJ7DQvh1KC630oyA1HlFHe6HOVozjwn3f8ye5lxUEjJ3hFh168WytiERs8KtX7/+3bt3jRo1mjBhAuksyPC8fv06NzfX29tb9jxCeQ4a087ehlPinSo7DgsA8mVyGU2zKQoAaKBlWYKKj2x4xowZQzqCwcBC+NUsO3fn+7YvuH+LeclskD0iNnVXavYAB6tqZv99S2WCTMEv2yr5LSKXtKIkJSUFBQUBQGhoKO7qib5Wdnb2oEGDgoKCeDxeIUUp91BjAwWgaUmXjAYAYFHwWT9Mk2zn9EUhISF8lb04BALB4sWLieTRZ1gIy6KS/5LC4T1o2X9PAZtbWXxnZ3kpK39DctaGmo6Kt2X/9qvNwOHcGrUJxawoAQEB+fn5Q4YM6dixI+ksyMAkJiYOGTJk7Nix48ePBwC2gyNNF/WRseewCsTyDGmJz9eZIVv2Z5uGcio5lvR+UzZ+/Hi16wixEKrCyTJlYVa7rvWAz57/LXa157GoPzPzHucVbWJCS6XpG1frPF3Fun///rFjxywsLIKDg0lnQfru2bNnMTEx+fn5T548yc7OvnbtWvPmzbt169axY8cnT56kp6dzq9cCpX2tmUeAL5XWIxXzvEAMAN78ooeItKiQW8u9Iv8SyPhhISyjStP82bb2ipdVzTjjq9jQAKsSM5X7JBbcDi+4c13n6SoKTdOzZs2iaXru3Lk1a9YkHQfpu+3bt1+8eNHb2zsoKCg+Pj48PPybb76Jjo4OCgoKCgp6/vw5xeWa16uveP83NjwAOCfIV9tslAb4IzMPADrYFDW751avzeKrWWuBUOnhrdEyYtnY2U+ckR6yQnHkJ2e7s5n5LwrEZzPyBlYqmqyVvnGVW6t2FMcYvtUHDx58+PChi4tLQEAA6SzIAOzevVv5ZZMmTVTfYzN0jOhNDF1QAAD9HSw3p2TFFIr3pWVP/LyzNgAc/JjzskBsx2EN+v//L8rMzHbI6IrJjkwIXhGWnc3Q0WZ1PBQveSxqTjU7AAhOFuTJis5oJe/e5Jw4RCCftuXl5TFPF9atW6c6LRuhsrH6tjfb4r9LOks2a02NSmwKgpMEPydkKJZJvBVJln/IXJ2YyQJYVb2Szf8fEdJSiWUXbDSKygsLYdlRbI7j3J+Vj/RzsGpuZZEuke1K+2yFb+aezTJBpm7Tad/q1auTk5N9fX1HjRpFOgsyHhSHU3npOpbFf/Mbu9ryt9SqYsdhH0vP/e5Vkte/773/fd/tZdLhTzm2HNaW2pW72yndCJXT2ccPEImNjAl72bJlpDMYMK5LdVHUc0nCW+YlBVCPZ3YiPTcyX9zbwdKO89/SAloskhfkW7bvTC5pecXHx48ZM0Ymk4WFhbm6upKOg4wKt3otWWa6OC4GpFIAcLfgjnC0djPnWLNZlmyWsxmnmaX56Co2q6s7+vDNi31W9CLS6ts+bFvs6vAfiqLMzc27dOnyzTffcFSeyFAUZWNj07Vr1zZt2hCJp59wG6bykiS+/zDkW1pcNM9t3rv0M5l539nxt9euUvQ+Ftvt6DkzDy8CEbVh4MCBZ86cGTt27IEDB0hnQcaIpj8uD8j/53wZdvS07Nzdef3OighliAQCgZ2dHYVrK78G3hotL65rDdthY5WPBLjYW7FZf2cV3M4pLDoql30K+hkM87QjPDz8zJkzVlZWa9asIZ0FGSmKqrIs2GHmApYFj+JyNbzxoiDf/90n5f9I+eGXCh/cruiABoGm6X79+n3zzTdv374lncWQYCHUAvtJs9iORRd/jlz2ZCdbAFiVmClTqnzCyMf54ZcI5CsfmUzm5+cHAIsWLapWrRrpOMiY2Q4d7XYm3LrPYMqCx7KypsyKNx3Nl8mXfcj8IzP/guCzNvfpG1bSMqkOk+qp33///datW7GxsapL6ZEGeGtUO3LO/v5p5QLFSwlN93iV/E4kWe5WaVRla8VxjnO16mH/UBY8dX8GAXFxceHh4czXPj4+bduq2eN0+/bt06dPr1279suXLy0sLHQbEJkoWiwWPv9XHPtKkpKYey5MeX+J39NzFydkOHM5V3xcFG3uAaDywpU2g78nEVZfFBYWenl5vX//fu/evT/++CPpOIYErwi1w6bvEHOfhoqXXIqa52IPAJtSBFnSoqUU0tTkrKP7COQrwd9//338+HGBQCAQCGQyNX2tBAIBM50qJCQEqyDSGcrMjNesle2I8Y5zllRZul55aIijdQO+eapEuvfzudkZ2zfIsk26+3ZQUND79++bNGnCtK9DpYeFUEtYLEf/n5Wb/35nx29nw8uSyrelZim/UbB/hzQ1Wef51EtOTu7Tp09AQEBAQMA333yj+oZly5alp6d36tRpwIABuo+HEABYduzGb130w8kCWOLmQAHsSctOEhfdDpXnZAn2biURUC8kJiaGhIQAtsIvEyyEWmPRqJlVt17KRxa7OrApOPwpJ7awaE4pLSzM3BGi83TqpaSkxMXFLV++fO/evWJx8QaPUVFRO3fuZLPZoaGhROIhxKjkv0S5N1NTS/Me9pZCOb0h+bNLwJwTh8RvYnWeTi/Mnz8/Pz9/2LBhas9okWZYCLWp0uzFLF7Rvid1LbjDHa1lNKxK/Gw1fe6Fs8LIxzpPp8agQYO8vLyaNWt27ty5kSNHFhudM2eORCKZPHlyw4YN1X4cId0wq+VuM+izn8+FLvY8FnUuM/+Rcpt7mSx9wwqVTxu/e/fu/fbbbzweb926daSzGCScLKNlmbtDBXs2K15mSeVdXyVmSeV76lTpbFtUI829GrgeOqu8JSlZmZmZjo6O+fn5PN5/E3n+/PPPfv362dvbx8bGOjriNjeIMHlOdsKATsp78G5OydqakuXNNztbr5ryf6Sqofv4hty84mvJ5XJfX99Hjx4tXboUG6SUjb78IjYa9uOmcKq6KF7acVjTne0AYFVipljpnEMU9Tz3wlkC+T4XHR3NfJGQkGBra2tu/l/bDrFYPG/ePABYtmwZVkGkD1g2tvaTZisfmexk62LGeVUgDsvIUz6eHrKCVrnPb8R+/fXXR48eubq6Mv9nURlgIdQyytyi0vT5ykdGV7b24JkliKSHPuYoH8/YvFaenwfkyOXyadOmtW7detKkSf369QsNDWX9/wp18+bNsbGxXl5eP/30E8GECCmzHTLKzN1T8dKCRflXsweAkCRBrnKb+8T32ScOEshHQm5u7pIlSwAgODjY0hK3oyojvDVaIRa1aPj23bulbg5cigKAO7mFY1+nWbJZV7xdqnCLJnTZ/zDNYdpccjGBpunY2Ni3b982atSoatWqzMGPHz96eHhkZ2dfvHixe3ds7Y/0SOGju8lTinq+0wAjY1Mf5QknO9kyC5YYLL5l9bPX2JUqk8ioUwEBAcHBwa1bt75z5w62VSszvCLUvnPnzt2mzMMy8qT/P8doa83rbMvPl8lDU5SWUrBY8vxcIgkVKIry9PTs3r27ogoCwKJFi7Kzs/v06YNVEOkbXos2lh27KV5SAIGuDiyA/R9z3ookiuPygvzMnRtJBNSpN2/ebN68mcVihYaGYhUsDyyEWpaTk+Pn57f74KFiE2ECXR3MKOpUeu6zAhEAmPs0ctl/ynH+ckIxS/Tvv//++uuvZmZmzJokhPRNpTmByq3XfPhmAytZSWg6KPHzpRR/nBC9eq7zdDo1Z84ckUg0bty4li1bks5i2PDWqJZNnTq1cuXKy5cvNzc3/7dlXfOCoo6Ia5My96Xl2HE5NapX19tdY969e5eZmenv74+FEOmtjK1BWQd2KV6mS2TdXiXlyuS/uju1tynqX2jRqJnLvpNgpJdKV69e7dq1q7W1dUxMjPIdHVQGxXerQuVx79698PDwyMhI5qX9mMkFu4ruz/jYWnHS87Klsqdv4gkF/DKKojgcTpMmTUgHQahE9hOm5/51Wpb+kXnpyGVPcbZdnyRYlZh53qsa5/+VT/j0Sd4/F4q1uTAOilb4gYGBWAXLD68Italx48Y8Ho9Zfv7LL79MnjhxwcdYyfu3AMBt07HL+Rtxb98uWLBg8ODBpJOW6OTJk0FBQdhiG+m53D9PflxeND1b0eZ+qZvD6Mo2iuMcp6rVT1/Vnzb32rJ169aZM2fWrl371atXilVPqMywEGrTjRs3JJL/ntj36NHj3Llz7XkcwZ7NjnN/3njxyuLFi729vZ8+faq6bbT+kMlkTZs2ffbs2Zo1axYuXEg6DkIlkMsTxw0UvXyqOHAlq+Cn+I+2bNY/Pi72nKK52Q5T/OwnziQRsaIIBIK6detmZGScPXu2X79+pOMYAyyEFcXc3FwgEPD5fJDL0z598vDwyMnJ+fvvv7/99lvS0b4gPDy8S5cuVlZWMTExuAEh0lvCZxFJPwxW3ux6fFzarZzC0ZVtlroV7cZHmVtUD/tHuc2FoZs+ffr27ds7d+589epV0lmMBM4arSgikYjP5wMAsFjz5+MDIGcAACAASURBVM/PyckZOHCg/ldBAOjcufOAAQPy8vIWLVpEOgtCJbJo2NTqu77KRxa7OnAo6lh6Toxym3uRMGPbepVPG6pXr17t3r0bW+FrFxbCCvfkyZMjR46YmZkZUD9cZvfBQ4cOPXz4kHQWhEpUadYC5Tb37hbcEera3Of9/afw30c6T1ch/Pz8pFLp1KlTGzRoQDqL8cBCWLFomp49e7ZcLvf3969bty7pOKVVu3bt2bNn0zQ9a9YsvHmO9BanirPd2MnKR2ZXs7PjsO7lCv/JLig6StPpIStALi/+eUNz9uzZy5cv29vbL126lHQWo4LPCCvW4cOHx4wZ4+TkFBsba2NjU2z0/v37q1atIhJMWWBgoK+vb7GDeXl5np6eycnJhw8f/v7774kEQ+iLaJEwYXA3aXKi4sihTzkrPmS6mXP+9nYxU1pEWGVpsHXfISQyaodYLK5fv/7r16+3bt06ffp00nGMChbCClRQUODl5ZWQkHDgwIGxY8eqvuHs2bP6sPP7mTNn+vfvr3r8wIED48ePd3FxiY6OtrKy0n0whEoj7/JfaQtnKF7KaOgbnRxTKJ7nYj/ZyVZxnO3gWP1MOMvKmkRGLVi3bt3ChQu9vb0jIyO5XC7pOEYFC2EFCgwMXL16dbNmzR4+fMhSt/VgWlrao0fkH120aNHCyclJ9ThN076+vg8fPgwMDFy5cqXugyFUSsmThhc+eaB4eS9XOPp1qmqbe7txUyrNCCARsLzS0tKYmeeXLl367rvvSMcxNlgIK8qHDx/q1atXWFh48+bNdu3akY5TRvfv32/Tpo25uXlUVFTNmjVJx0FIPVHMq8Tv+4Jcpjgy5c3Hf7ILBleyWlejaENNist1O3GZW70mgYjlM378+AMHDvTv3//MmTOksxghnCxTUebMmVNQUDBq1CjDrYIA4OvrO3LkSKFQOH/+/C+/GyFCzD29bfp99vxvsauDGUWdzsh7mi9SHKQlkozNa3WeThOxWCz4v4KCArXviYiIOHTokJmZWXBwsI7jmQgshBXi9u3bYWFhfD5/9erVpLOUV1BQkKWl5cmTJ69fv046C0Ilcpg6l2VdNB/NzZwzroqNHGBVYqbyXa/865cL7t3UfbySHD161MvLq1u3bt26ddu7d6/qGxQzz/38/Axo5rlhwUKofXK5nFl7sHDhwurVq5OOU14uLi4BAQEAMHv2bJlM9sX3I0QE26GS/Y+fzaWc5mxbhcv+N190LjNf+XjGxlW0VKrbdCVKSkqaPn3648ePHz9+PGvWLNU3HDt27NatW05OTtjysOJgIdS+vXv3PnnyxM3Nbc6cOaSzaMe8efNq1qz59OnTffv2kc6CUIlsh43j1qiteGnJZvlVsweAoKTMQnnRZaE4/nXO6WME8qmTmprq7Oz87t277Oxs1dHCwkKmwdPatWttbW1V34C0AguhluXk5CxbtgwANm7c+F+LNcNnYWHBPJwIDAzMysoiHQch9Sgu19FvsfKRQZWsGlmap0lke9I+KzOZOzfKsgWgBywtLfft2+fv71+vXr0DBw4UG127dm1CQkLTpk3Vrr9C2oKzRrVszpw5mzZtatu27a1btyjj2hG0Y8eON27cmDNnzoYNG0hnQahEKTPHF9y5rnj5b75oaEyKOYu65O3iala08Yvt8LGO85bpPl5JIiIiOnXqlJmZyWb/t95DMfP8xo0b7du3JxvPuOEVoTbFxcVt376dxWJt3rzZyKogAISGhrLZ7K1bt8bExJDOglCJHOcEUko7nTWxNO9tbymU0+uTPrsEzD5xRBynRz/JNWvWzMvLU+zjBgBz584tKCgYMWIEVsGKhoVQm2bOnCkWiydOnNisWTPSWbSvcePGEyZMkEgkM2bM+PK7ESKEW7OOzZDRykcCXO15LOq8IP9hnrDoqFyWHrJC1+E+J5fLv/322127dt25c2fq1KmDBw9W7IZ9586dkydP8ni8NWvWkA1pCvDWqNZcuHChV69eNjY2MTExzs7OpONUiE+fPnl4eGRlZV24cKFHjx6k4yCknjwn+59vW6dmZvpa8dgUAMCWlKwtKVlePLOz9aqxlW7WOG/ca9mhK6mcAPDy5csjR468e/euZcuWU6dOZbabl8vlrVq1evz48fLly3/++WeC8UwEFkLtkEgkDRo0iImJ2bhxo5+fH+k4FWjjxo3+/v7u7u4vX740MzMjHQchNT58+NChRfOEjx8jG9XgsSgAEMrp7q+SEsXSNdUrDXUsajdq0bCpy69h5JKqt3fv3kmTJrm5uUVHRxvNnDt9hrdGtYN5cubu7j516lTSWSrWjBkzPD09maehpLMgpN6MGTNWrF/Poop+v1mwqHku9gCwITkrVyYHAIrDsRk4wnnTL8RSliA3N5e5CgwJCcEqqBt4RagFihuG58+f79mzJ+k4Fe78+fO9e/c27pvAyHAdP3589+7d165dszA3f+JTjbkiZIyITX2UJ2xjzevRyMeqc3e2YxWCOUvyxx9/XL16tU2bNrdv3za+OXf6CQuhFkyePHnPnj3dunW7fPky6Sw60rNnz4sXL06ePHnXrl2ksyBUJCMjo0mTJpcvX65Xr565uXn0T2Pkt/5RjIZnF/q9Ty+QyfX59x5FUZaWlseOHevTpw/pLKYCC2F5PX36tFmzZhRFRUZG+vj4kI6jI9HR0Q0bNpTJZA8fPjTKKbLIQI0dO1YqlTJNnVq3bn311AmXtQtosQgAWHz+zHzOX/8+8/Ly6tKlC+mkJbp69WpUVNTAgQPDwvTu4aWxwkJYXp06dbp+/bqfn9/GjRtJZ9EpPz+/0NDQdu3a3bx5E2/gID0xYcKE3Nxc5uuwsLBhw4Zta9tUcGCndY9+z5t/07XfACsrq5iYmGrVqpHNqYFi68HLly9369aNdBzTQKNyOHHiBAA4ODhkZGSQzqJrAoGgcuXKAHDy5EnSWRBSw8zMLD8/X5afL4x+KZVKGzZsCABr1qwhnevLmF1rfHx8JBIJ6SwmAWeNlp1il741a9Y4ODiQjqNrdnZ2K1asgP/vvEg6DkLFbd++3czMjMXnm3t67969+9mzZ7Vq1TKI1U2KFUpqN2ZC2ke6Ehswpgw0atRIKpWSzkKGTCZjHhCuXLmSdBaESpSZmeno6AgAYWFhpLOU1qlTpwDAwcEhPT2ddBbjh1eEZZSUlBQUFAT/78BJOg4ZLBYrNDSUoiimRz7pOAipt2zZsvT09E6dOg0cOJB0ltIaNGhQt27dMjMzV65cSTqL8cPJMmU0evToI0eODB48+OTJk6SzEDZ48OCwsLDRo0cfOnSIdBaEiouKimrUqJFcLo+IiGAeEypLTk6+c+cOkWDK2rZtqzp/5+XLl40bNwaAf//9t379+iRymQzSl6QG6d69exRFWVhYxMfHk85C3vv37/l8PkVRt27dIp0FoeK6d+8OAD/99JPa0TNnzpD+HQwAcObMGbXxpkyZAgBdu3atyO8QovGK8KvRNO3r6/vw4cPAwEC8a8EIDAxcvXp1s2bNHj58yGLh/XakL86dO9e3b197e/vY2FjmMWExjx49YjadJmv+/PktWrRQPZ6Zmenh4ZGRkXHu3LnevXvrPpiJwEL41Q4cODB+/HgXF5fo6GgrKyvScfRCQUGBl5dXQkLCgQMHcCttpCfEYnGDBg1iY2NDQ0NnzZpFOk4ZhYaG+vn51alT5+XLl8zeFEjr8OT96+Tl5S1evBgA1q1bh1VQgc/nr1q1CgACAgJycnJIx0EIAGDz5s2xsbFeXl4G3Qp/+vTp9evXf/PmzdatW0lnMVpYCL/OmjVrkpOTfX19R40aRTqLfvn+++/btm2blpbGTKZVlZ2dvXz58uHDh69ZsyYvL0/H8ZCp+fjxI7MsfePGjVwul3ScsuNwOJs2bQKAFStWpKamko5jnLAQfoX4+PhNmzZRFMWsGSAdR79QFLV582YWixUSEvL69WvVN4wbN+79+/ezZ89+9uyZQZ+hI4OwePHi7Ozs3r17M5NlDFrXrl179eql2J4JaR/hyToGZcCAAQAwduxY0kH015gxYwBg4MCBxY4nJiZaW1vn5eXRNJ2RkcHn8wUCAYmAyCRERESw2WwzM7Po6GjSWbTj9evX5ubmLBbr0aNHpLMYIbwiLK3w8PAzZ85YWVmtWbOGdBb9FRwcbGNjc/r06WI7UsXGxtapU8fS0hIAHBwcnJ2d4+PjCWVExm/27NkymWzmzJmenp6ks2iHu7v79OnT5XL5rFmzaJzhqG06LYQjR47s27ev2tvcQqGwb9++ffv2lUqluoxUSjKZjGlRuGjRIn3uW0+ck5NTQEAAAPj5+Sn/UwqFQuUJb+bm5oWFhQTyAUilUuYnTSgUqo6mpqb27dt35MiRug+GtOW33367efNmlSpVAgMDSWfRpqVLlzo7O9+9e5fp9Y+0SZeXn3Z2dgAQFxenOqTYOUUoFOoyUilt374dAGrVqlVYWEg6i74TiUTu7u4AsGPHDsXBp0+furi4MF9LpVJbW9u3b98Siaeof7m5uaqjcXFxAGBnZ6f7YEgrCgoKatSoAQB79+4lnUX79uzZAwCurq75+fmksxgVvDX6ZQKBYOnSpQAQEhJiYWFBOo6+MzMzW7duHQAEBgZmZGQwB+vXr29hYXHhwgUAOHXqVK1atWrWrEkuIzJawcHB79+/b9y48fjx40ln0b4JEyY0b948MTExJCSEdBbjosuqa6BXhDNnzgSATp06kQ5iSJgNRZnnGYyrV6/WqVOnQYMGHh4e9+7dIxUMrwiN2IcPH5jn0NevXyedpaLcvn2boigej/fu3TvSWYyHFgphUFBQ3bp1GzVqtGvXLs3vNMRC+OrVKy6Xy2aznz59SjqLIXnx4gWHw+FwOM+fP1c+rrb86JJWCuGdO3d69erl4eHRpk2blJSUikmKvtqIESMAYNiwYaSDVKyhQ4cCwMiRI0kHMR7lLYQnT56sXbv2u3fvPnz4UKdOHc1tlw2xEDKLkKZOnUo6iOH56aefAKBLly6kg3ym/IXw48ePjo6O58+fl0qlycnJFZYUfZ27d+8yl0qkHj/rTEJCAtPm/ubNm6SzGAlOOe+s3rp1a9CgQczT6VGjRoWFhbVr107zR168eJGVlVXsoPIcQrlcriedRy5evHjp0iV7e/vly5eTzmJ4Vq1adeLEiatXr544cUJPFjUrd8WLjIzk8XjF3pCYmPjFP2Tfvn19+vTp2bMnAFStWlW7CVHZKNYVzJ8/3+gfP7u5uc2dO3fFihWzZs16/PgxtrnXgnIW0m3btrVr1y4/Pz8rK2v48OFDhgzR8GbmilAzoVAYERGhg794KVEUFRwcrPavExMTg4tbaZp+9OhRTEyM2qHg4GC9asETERGhdtVEMZqvCMePH9+/f39fX19XV9cffvhBJBJVzPcVfYV9+/YBgIuLC9O0wegVFBRUr14dAPbv3086izEo7xXhpEmTXrx44e3t7eLi4uzsXJpSN2XKFNW3SSSSDRs2MF+z2Wxra+tyBtMKoVAokUgUt22VhYeHd+/e3cPDIzIyksMp77fRcEml0nHjxsXGxl66dKlz587FRpnbj1wuV09m27LZbMXX/v7+qi0os7Kydu3apfkPyc3NtbS0vHLlCofD6d69+549e6ZPn679rKjUcnNzmSWDwcHBzGQZo8fj8dasWfP9998vXLhw4MCBtra2pBMZOC0W1bFjx65bt07DGwzuGeGdO3dKmqAlEok8PDwAYMuWLUSy6YnNmzcDQJ06dVT/4RRT+G7cuEEkm1rlf0Y4a9asn3/+mfl63rx5s2fPrpCgqNTmz58PAK1bt5bL5aSz6I5cLm/fvj0ABAQEkM5i8LRQCN+/fy8Wi8+ePevo6PjhwwcN7zS4QkjT9PDhwwFg+PDhqkNnz54FAHt7+0+fPuk+mD7IzMysVKkSAPzxxx+qo8OGDQOAESNG6D6YBuUvhLdu3apVq9abN29ev35ds2bNs2fPVlhY9GVxcXFME84HDx6QzqJrT548YbFYZmZmJT2bQKVU3kKYmpraoUMHT0/PAQMGfPGBmf4XQrFYnJycLJFIFEc0X9Z89913ADB9+nQdZtQj06ZNA4DOnTurDmm4mCZLK8snfvnll+bNm9evXz80NLRiYqLS6tu3LwD88MMPpIOQwfQN6NevH+kghg0X1Bc5c+ZMnTp1Wrdu7erqeurUKcVxpq1MkyZNZDJZsY+8fPmSWWX47Nkz3YYl7+XLlxwOR+3fXSaTtWjRAgCWLl1KIpomuKDemFy9ehUArK2tTXYdS2pqqo2NDQBcunSJdBYDhoWwyMKFC5OSkmiavnLliru7u+K4onvhL7/8ovopZqKE2qsi4/btt98CwIwZM1SH9u7dCwCurq56OIUPC6HRkEqlDRo0AADNUxOM3tq1awHA29tbLBaTzmKosBCq8euvv7Zv3175yLFjxwCgSpUqWVlZxd6cmZnp6OgIAGfOnNFhRsJOnz7NPB9NT08vNpSTk8Osrjt+/DiRbJphITQaW7ZsAYDatWvrwy8NgkQiUd26dQFg69atpLMYKp0WQn9//ylTpqidWiIUCqdMmTJlyhTl53O6Fx4e3rhx40qVKr18+bLY0DfffAMA8+bNU/3U1q1bmf+QJrI3heI/3rZt21RH586dCwBt2rTRzyl8EomE+UlT+9vz06dPU6ZM8ff3130w9FUUE7VwshJN02fOnDHxiXvlhDvUF5ebm7tly5YmTZoU+z0eERFR0gQtU7tFo7gVo3rWopjC9/DhQyLZkInQMFHLNJn4xL1ywkJYRFH5mH5vqndBf/jhBwDo27ev6mdN56G94uH833//rTrap08fAJgwYYLugyHTYcqT1EqiYfIa+iIshEW6d+++e/fuiIiI+fPnN27cWPXOXlpaGtPB4eLFi6of79evHwCMHz9eJ2GJGTduHAD0799fdeiff/4xkbMBRBZe/aiFV8llhoWwSEpKysyZMwcMGDB37tzU1FS17wkKCgIALy8v1Qlab968MfqFvYoFvLGxscWGJBJJ/fr1AaCk1qwIaQU+DytJaZ6bxsfHnz9/PiEhQZfB9B8Wwq+jubNaQECAEbd6ksvlzNYiCxYsUB3V0GsNIW3BGZKaaZ5JGxoaWrNmzSlTpri6uqpdDGaysBB+tT/++KOkE1LFyoGjR48SyVahjhw5AgBOTk7Z2dnFhjIyMphT0T///JNINmQi1q1bh2vmNFBM3AsKCio2lJ+f7+DgEB0dTdP0o0ePqlWrht9DBSyEZcE8opg2bZrq0P79+8EYt4NRbPvy66+/qo5OnToV9G8PXmRkUlNTmYf02EVFg5Im7j148MDDw0Px0tnZOSoqSufp9BQWwrJ49eoVM2nt6dOnxYZkMlnLli0BQLFBgXFYsmQJADRt2lRtnzkOh8PhcHC6mv77888/T506pfYsTSqVnjp16tSpU6r/xHoC+2qWktr+q3/99Zevr6/ipY+PD6ltYWQyGfOTJpVKVUfz8vJOnTql43tLWAjLaMaMGSVN0Lp79y7Tb/rt27c6z1UhEhIS+Hw+RVE3b95UHWV6rc2cOVP3wdDXMpTuTqpwp4XSU7sjx927d729vRUvXV1dX7x4QSKdPnZ3wkJYRpo7q40cORIAhg4dqvtgFWHIkCEAMGrUKNUhpteag4ODaq81pIcMtBDi3ntfS3WPxqysLBsbG+Z+6evXrx0cHEh1wsJCaFS2bdtWUme1xMREZvOm69evE8mmRbdv32YucN+/f19sSDGFb/v27USyoa9loIXw6NGjzEQt1TYXSC3FxL1jx44pDgYEBDRr1iwkJKRBgwZr164llQ0LoVFRTNBS+yO1fPlyAGjcuLHa++CGQiaTNWvWDABWrFihOrpmzZqSeq0hXYqLi1u5cuWGDRu+uD7MEAuhYvuX/fv3k85iSPbt26e6CUx4ePiWLVtu3bpFMJhWCqFQKDxx4sSSJUt2796t9s/5KlgIy4WZoGVlZcXs36SsoKCgZs2aALBnzx4i2bRi9+7dAODm5pafn19sSHOvNaQzUVFR9vb2K1asWLVqlZubW0pKioY3G2Ih/Pnnn6GEDUGRBnq7LWj5C6FUKvX19R06dOiRI0fWrl2LhZC8/v37A8C4ceNUh3777TcAqFKlikAg0H2w8svOznZ2dgaA33//XXV07NixADBgwADdB0PKFixYMHHiRObrSZMmrV69WsObDa4Qap6ohTTTz4l75S+Ev/32W7t27bQYiaJpGlA5xMfH+/j4iESi+/fvMwsnlHXs2PHGjRv+/v4hISFE4pWHv7//xo0b27Zte+vWLYqilIciIiJatGjB4XBevHjBPCZEpCxevDg9PZ25dl+3bt2rV68OHTpU0pvt7e2zsrI8PDzMzMyKDcnl8levXgGAUChMTk729/ev0Nil9OTJk4SEhBEjRjB7gqoqLCzk8Xg6TqVvNHwTRo4cefz48erVqzPPOIjbsGFDtWrVLCwsAMDb25vFYhV7g1gsjo2NtbOzEwgEJf0hM2bMsLa2rlq16rt37/r27duhQ4fyxtJiUTVZGjqr/fvvv2w2m8vlMg0dDMjr16+ZGdiPHj0qNqS51xrSsfj4eBcXl1GjRg0cOLBu3brDhg3T8GbmirBy5crOKpycnJjfCUKhMCIiory/WbSHz+cfOnRI9e8SHR3doUOHMWPGVNi31mCMGTOmQ4cOan/JHDp0iM/nk/43LBIREaG4InRyclL9OaxcuTJ86Ypw0KBBnp6eO3fuPHTokLOz87Vr18r5DcQrQi3Izc319PRMSUk5cuTIqFGjio1OmjRp7969vXr1+uuvv4jEK5tevXpduHBh0qRJzKWGsiNHjowePdrJySk2NpZ5TIjIysnJuX//fvXq1Q8ePCiXy5nW8GoxV4RxcXF16tQpNpSXl2dtbQ0AQqFQKBQyz7+J+/PPPw8ePFivXr1nz55xuVzlobdv33p7e4tEonv37rVq1YpUQuKePHnSsmVLDofz8uVLd3d35SGpVNq4ceOXL1+OGzeO2SKNuC5dulhYWDBXhLm5uVZWVsXe8ObNG3d3d81XhBMnTqxXrx5z0yIgIEAsFm/atKlcscpZSBFDQ2c1xeZNFy5cIJKtDK5cuQIA1tbWqjMv8vPzNfRaQwRlZ2fXqFFD89mxwT0jFIlEnp6eALBp0ybV0YULFwKAr6+vUba5Lw25XN62bVsAWLRokeroxo0bAcDd3V2v/k3L/4xw7969PXv2pGlaLpd/991369evL2ckLITaoeistmTJEtXR9evXA0C9evUMosutRCLx8fEBgJCQENXRwMBAKKHXGiIiJSWlU6dOo0ePrlmzptrfhsoMrhDSNH3u3DnmN+PHjx+LDeXm5larVg0A1N47NQUHDx6EklvhOzg4AMBff/1FJFtJyl8ICwoKOnTo0L59+7Zt2zZr1qz8q0uxEGoNM0HLwsJCdYKW5rNafaPhLFIxhY/sOiRUzNu3b+/cuVOaycl6Xgg/fvw4e/bs7777bvr06cpLknr06AEAU6ZMUf3IgQMHAMDZ2Vm1Ehg9xXnAwYMHVUcnT54MAF27dtV9MM20so5QKpW+ePHi0aNHWjkjx0KoTRo6q2k4q9Urms8iNfRaQwZBzwth165dt27dGh0dHRAQ0KlTJ8XxqKgops19ZGRksY/I5XLmAeHixYt1G5a8RYsWAUCzZs1Ui8GLFy+YVvikGopqgJ1ljJzmzmoazmr1h4azSA291pCh0PNCKBKJmC/u3r1bq1Yt5aFZs2YBgHJ1VLh37x5FUebm5q9fv9ZFSv0QHx9vYWFR0u2Zbt26AcDs2bN1H+yLsBAaPw2d1TSc1eoJDWeRmnutIUNRrVo1Ho8XHx+vOpSXl8fj8Xg8nqIaEREXF7dx40ZfX9+TJ08qH1e0uT916pTqp77//nsAGDx4sK5ikjdo0CAAGD16tOrQyZMnQY9b4YtEIuYnTe12YPHx8Twer1q1arqMhIVQyxSd1Xbv3q06quGsVh9oOIvctWsXlNBrDSEtiouL27JlS5cuXQIDA4sN7dixAwCqV6+u+kOYmJjITMS/fPmyrpKSFB4eDgB8Pl/19kxhYWGtWrUAYOfOnUSyGSIshNr3+++/A0DlypVVJy9oPqslS8NZpKLX2okTJ4hkQ6ZGIBCw2exiVwxSqbRRo0YAsGrVKtWPrFy5EgB8fHyMvgU8fh+0DgthhWBa/vj7+6sOaTirJUjzWeScOXMAoG3btia7Wgvpxvr16zMyMmiafvjwobW1tepNWsWVkOo+G6ZzJYRXxlqHhbBCaOispvlsjhQNZ5Eaeq0hpF3bt293c3Nr0KBB9erVS7prMnDgQABQ21lNcVeDqaZGSSAQaLirNHr0aAAYNGiQ7oMZNCyEFWXixIkA0KtXL9UhDff3idB8FtmzZ08AmDRpku6DIRMkl8szMzM1vEHzbMmOHTsCgJ+fX4UFJGz27NkA0K5dO9XbM6Y5e1YrsBBWlLS0NGaqutrOahpmfOmehhl3ly9fBgAbGxvNu9whpEsGun6u/HA9ZQXBQliBmK2X1HZW03xWq0saziIVvdY2bNhAJBtCahloR5Xyww47FQQLYQUSi8UaOqstWrSod+/eapc261JcXFzv3r0NqGMvQrRh9tgsJ+y5WnGwEFYsDT+7etW0WjWMsf42QcZBcSfQRM7hNJ9VM7twqL1XjEoDC2GFM4jOaqqM+P4SMg6PHz9msVgmcle/NM9Z7t+/TySbEcBCWOH0v7OaKuOecYCMhobVAsY0z0vzzDsN60lQKWEh1AVmxnPHjh1JBymtrl27qs5BF4lERrw8CxmilJQUGxsbo1/588W1WFZWVsq7VqGvhYVQFzSvgdU3qquSs7Oz165d6+Li0rJlS7LZECpm1apVxt0LQnN3joYNGwLA6tWriWQzGlgIdUQ/O6up8sua6wAAFO9JREFUUtunKiUl5ejRo+fPn8dCiPSNUCh0d3c34u6AX+zXWKtWrcLCQt0HMyYUTdOAKh6zjdHTp0+///77wYMHk45TopMnTx49etTHxycyMpLD4SgP3b1718/P78GDB6SyIaRWWFjY4MGDHRwcYmNjK1WqpDyUk5Pj6emZmpp64sQJZltpw3LixIlhw4ZVqVIlJiaGeUyoIBAIPDw80tPTw8LCmMeEqOxIV2ITEhYWxkzuIv1vrglFURYWFmFhYar579y5g1eESD9p2EFs9+7dYJg7iCn2dNuzZ4/qqJ7v6WZYOBp/KyJtunDhglAodHV1bdq0KeksJYqIiEhMTLxw4QKeYyIDsmnTpsaNG2/btm3ChAn169dXHvrxxx/37Nnz5MmTDRs2LFmyhFTCMli/fv27d+8aN278ww8/FBuKiorasWMHm83etGkTkWzGhnQlNhUREREsFsvMzCwmJoZ0Fk3i4uKY+QUPHz4sNoRXhEifTZkyBUpY+Xr79m2Kong8np60uS+NxMRES0tLALh+/brqaPfu3QHgp59+0n0wo4SFUEe++eYbAJg3bx7pIF82d+5cAGjTpo3y/IJz586tXLnS3d39xIkTycnJBOMhpFZGRgbzgFBtLyTmAeGoUaN0H6xsRo4cCQBDhw5VHWL6Vdnb23/69En3wYwSTpbRhePHj48cObJKlSqxsbG2trbMwUePHsXFxXl5eTVu3JhsvGJyc3M9PT1TUlKOHz8+fPhw5uCaNWtycnKYr8ePH890e0JIr4SGhvr5+bm7u7948cLc3Fx56MOHD/Xq1SssLLxx40b79u1JJSyle/futW3b1sLC4tWrV8xjQgWxWNywYcOYmJjQ0FDmMSHSAtKV2PgVFBTUqFEDAH755RfFwZ9++ql58+YLFizw8PDQwy5Qe/fuBQBXV9e8vDzSWRAqLUVntZCQENVR5gFh06ZN9bwhp0wma9myJQD8/PPPqqPr16+HEnqtoTLDQljhli5dCgBNmjRR/u93+PDhgoICmqZv375ds2ZNcunUk8lkLVq0AIBly5aRzoLQV7hy5QoAWFtbq3ZWKygoqF69OgD8+uuvJKKV1v79+wHAxcVF9TQ0LS2NuaWkttcaKjMshBXrw4cPzBPvGzduqH3Dw4cP69atq+NUpXHnzh1mfsG7d+9IZ0HoK/Tq1QsAJk6cqDp0+PBhKGHzJj2Rk5NTtWpVADhy5Ijq6I8//ggAvXv31n0w44aFsGIxz9iGDx9e0htGjRq1dOlSHSb6CsOGDQOAESNGkA6C0FfQ0FlNLpe3a9cOABYsWEAk2xcFBAQAQOvWrVVb4URERLDZbDMzM9Vea6icsBBWoC9eVC1fvrx9+/bMPVI99MXLWYT0k7+/P6jMfGY8efKEWcgUGxtLJJsGb968YUr4gwcPVEeZmedz587VfTCjh4Wwoiges6m94BMKhZMmTerRo4fe3qJhqH3AiZCey8nJcXZ2BoDff/9ddXTcuHEA0L9/f90H06xfv34AMH78eNWh3377DQCqVKmSlZWl+2BGDwthRfnll19KmngpFApbtGjh4OAwb968gICAgICA3NxcIiG/SDHldd++faSzIPQVNHRWS01NZTZv+vvvv4lkU+vq1asAYGVlpbpOV3OvNVR+WAgrhOKJ9/Hjx1VHRSLRic8JhULdhyylY8eO4akoMjgymax58+YAsHz5ctXRNWvWAIC3t7fq5k1ESKXSBg0aAMDatWtVR5ctWwYAjRs3lkqlus9mCrAQVoh58+aV9MTb4MjlcmYB8vz580lnQegrKDqrqT6kF4lEdevWBYBt27YRyVbM1q1bAaB27dqqGyopHtWr7bWGtAILofZpaNdpoAylUSpCxQwdOhQARo4cqTp0+vRpALC3t09PT9d9MGWZmZnMxt1nzpxRHR0xYgQADBs2TPfBTAcWQu3r06cPAEyYMIF0EG1i+t/37duXdBCEvkJCQgKfz6co6ubNm6qjXbp04fP5xBenX7hwgc/nd+nSRXXo7t27zEXt27dvdZ7LhGAh1LJ//vmHaWxhZJ2pFS0tLl26RDoLQl9BQ2e1169fJyQkEElVTEJCwuvXr4sd1NxrDWkRFkJtkkgkzBPv4OBg0lm0LygoCAC8vLywySEyIIrOavv37yed5evs27evpF5rSLtY5W/bjRR27Njx/PnzOnXqzJw5k3QW7Zs9e7aHh0dUVNSuXbtIZ0GotHg8HjNHdOHChdnZ2aTjlFZubm5gYCAABAcHM5NlUMXBQqg1mZmZK1asAICNGzcW2wLGOJiZmQUHBwPA0qVL09PTScdBqLRGjhzZvn37tLS0tWvXks5SWqtWrUpJSWndujUzWQZVKNyPUGumTZu2Y8eOLl26MI8JjVX37t3//vvvadOmbdu2jXQWhEorIiKiRYsWHA7nxYsXzMIJfRYfH8+scbx37x7zmBAAPnz4sHXrVrFYHBoaSjae8cErQu149erVnj17OBzOpk2bSGepWJs2beJyubt27Xr+/DnpLAiVVtOmTceMGSMWi+fPn086y5fNmTNHJBKNHTtWUQVfv349ZcqUwsLCe/fukc1mnEg/pDQS3377LQDMmDGDdBBdmD59OgB07tyZdBCEvoKis5qez3xmeq2pnXl+586dli1bEkll3PDWqBacOXNm4MCB9vb2r1+/rlSpEuk4FU4gEHh4eKSnp585c6Z///6k4yBUWmvWrFm8eLG5ubmFhQXpLCUSCoUikWj16tWLFi0qNnT37l0/P78HDx4QCWbEOKQDGDyxWMxsIbZy5UpTqIIAYG9vv3Tp0hkzZvj7+3fv3l2ff6cgpMze3p6iKLFYLBKJSGcpEUVRFEXZ29uTDmJC8IqwvNauXbto0SJvb++nT59yOKZyYiGTyZo0afL8+fO1a9cuWLCAdByEviwnJ8fT0zM1NfXAgQPMhkf66ezZs+PHj69SpUpMTIydnZ3yEF4RVhTS92YNm37u56IbGnaNQUgPzZkzBwDatm2r/63wO3ToAAD+/v7FjuMzwgqChbBc9HaHT93QsI8oQnrl9evXTCv8R48ekc7yZf/++y+bzeZyudHR0YqDvr6+1atXr1y5cu3ata9du0YunRHCQlh2T548YfZkiI2NJZ2FjDdv3jC/XB48eEA6C0Ka9OzZEwAmTZqkOHL58mVvb283N7emTZs+efKEYDa1Jk6cCAC9evUiHcQkYCEsI7lc3q5dOwBYsGAB6SwkMROFjGPnRWSsrly5AgA2NjYpKSnMEblcPmjQoMePH9M0vWvXLl9fX6IB1UhLS2MeEBLfHMMUYCEso8OHDwOAk5NTdnY26Swk5eTkVK1aFQCOHDlCOgtCakgkEh8fHwDYsGGD2je8fPmyatWqOk5VGiEhIQBQr149bHNf0bCzTFkUFhYuXrwYANatW8dMljFZ1tbWq1evBoCAgID8/HzScRAqbuvWrS9fvnR3d582bZraN1y7dq1169Y6TlUaM2bM8PT0jI6O3r59O+ksxo50JTZIGnY4M0G4axrSWxkZGQ4ODgDw119/qX3Do0ePqlatGhUVpeNgpXTu3DkAsLOz+/jxI+ksxgwL4VfTvOe1acJ9tJF+mjx5MgB07dpV7eiNGzfc3d31/D9yjx49AGDKlCmkgxgzLIRfbciQIQAwatQo0kH0y8iRIwFg6NChpIMg9J8XL15wOBxmxwnV0Y0bN1arVu3ChQtv3rx58+aNVCrVfcLSiIqK4nK5bDY7MjKSdBajhZ1lvs6dO3fat29vYWERHR3NbHuNGElJSZ6envn5+devX2eWAyNE1rfffnvlypXZs2er7gmTl5c3YMAA5SMnT54s1sZFf8yePXvz5s2dOnUKDw8nncVIka7EhkQmkzVr1gwAVqxYQTqLPlq+fDkANG7cWG9PrpHpOHnyJAA4ODikp6eTzlJemZmZjo6OAHDq1CnSWYwTXhF+hefPn7dr187e3j4qKorH45GOo3cKCwu9vLwEAsHt27cbNGhAOg4yXSKRqH79+nFxcTt37pwyZQrpOFqwc+fOqVOn1qpV69WrV9jmXuuwEH6dtLS09+/fK3bLRMU8fPiwRo0aTk5OpIMgk7Z69erAwEAfH5/IyEjjaIXP3I56+vSp2u2ZUDlhIfxMRESETCZr1KiRmZlZsSGZTBYREQEALVq0IBHNYDx69AgAmjZtymaziw2JxeKnT5+y2eymTZuSiIZMQlJSUr169fLy8i5fvtytWzfScbTm2rVrnTt35vP50dHRbm5upOMYFSyEn7G0tCwoKHj//r3qRJjMzExmu0G5XE5RFIl0BoCmaRaLBQCK9VvKEhISatSowefzcek9qjhjxow5fPjwoEGDTp06RTqLlg0aNOj06dNjxow5ePAg6SxGBTvLIISMx/37948cOWJubr5u3TrSWbQvJCTEwsLi8OHDt2/fJp3FqGAhRAgZCZqmZ8+eTdP03Llz3d3dScfRvlq1as2ZM4f5a8rlctJxjAcWQoSQkTh8+PCDBw+cnZ3nz59POktFWbhwYbVq1Z48eXL06FHSWYwHFkKEkDHIy8tbuHAhAAQHBxtxK3wrK6u1a9cCwPz583NyckjHMRJYCBFCxmDt2rXJycnNmjUbNWoU6SwVa/To0a1atUpNTQ0ODiadxUjgrNHPMLNGO3furLpkVSKRMNt74qxRDRSzRrt168blcouNCoXC8PBwnDWKtO7t27fe3t4ikejmzZvMjtnG7f79+23atDEzM3vx4oVRPg3VMSyEn2EKoeb3YCHUQFEINcBCiLTOBNcVGPEqEd3DQvgZphC+efNGdb2qQCBgGqZgIdRAUQjT0tLs7e2LjX748KFOnTpYCJF2meZKc2PtG0AEPiNUg8Ph/K+9uwtpqo/jAP5Xs+VWI01hYbabZLGThjFJVhdFSrUlBQuqG4uiKCJqXvSCvaNBDZvikt6giIjoJqLZlTdCkmQQsVw7EpG9MZY7swM74jZ3novxRM/mEw8PPP52nv/3cyU7Xnw5F/vud875n39xjv/Hi5pmDc4hzI7p6Wm3280Ya2tr46cFGWOVlZUnT55kjLnd7lQqRR1H21CEAKBhN2/efPPmTWaBHXWW2ZZZLjkyMnL79m3qLNqGIgQArYrFYmfPnmWMeTweDvdk0Ol0maUUbW1t0WiUOo6GoQgBQKsuXLgwPj6+fv16l8tFnYXG9u3bm5qaJElqb2+nzqJhKEIA0KRQKNTb21tUVJS7AT1XvF7vnDlzfD7fyMgIdRatQhECgCa1trYmk8n9+/evXLmSOgslQRD27duXSqWOHTtGnUWrsHziL6LRqKqqZWVluYvhVFXNXIUvLy+niKYZ4+PjjLFFixblLjJJp9OSJBUUFGQ2tAL41/x+f3Nz88KFC0dHRysqKqjjEJMkqbq6WpIkv9/vdDqp42gPihAANCaRSNTW1oqi6PV6MQZleL3e1tbWZcuWvX37VqfTUcfRGFwaBQCN6enpEUVx+fLlhw8fps6SL44cOSIIwvv3769du0adRXswEQKAlkQiEYvFMjEx8ezZs82bN1PHySP9/f1NTU1Go1EURZPJRB1HS3ifCHt7e+12e0NDQ2dnJ3UWjnR2dtp+cf36depEoBmnT5+emJhwOp1owSyNjY0Oh0OW5XPnzlFn0RiuJ8KBgYG9e/e+fPmyqKhozZo1V65cwX3m2aEoytTUVObvTZs2tbe342WJ8E8EAoG6urrCwsJAIGCxWKjj5B1RFGtqatLp9OvXr2tqaqjjaAbX736MRCLz5s0zGo3FxcUmkykWi1En4oVer9fr9YyxV69eTU5ONjY2UicCbbBarT6f7/v372jBGVksljNnzlRUVFitVuosWsL1RDg5Oblly5ZwOGy32xVFuXv3bu4WevCf2rFjh9PpbGlpoQ4CAPzi+h5hKBT69u3bxYsXS0pK+vv7h4eHqRPx5ePHj0NDQzt37qQOAnmkvr5eEIRwOJx7SJZlQRAEQZj9VNqSOUuyLOceCofDgiDU19fPfqp8xvWl0Z6enl27drlcLpfLVVlZefXqVbvdTh2KI11dXYcOHZo7dy51EMgjwWBQUZREIpF7KJVKBYNBxpiqqtgT9O+oqpo5SzPuzZRIJILBYObGBPzEdRFWVVUFAoHp6enCwkJRFJcsWUKdiCOyLD969CgQCFAHAQDecX1p9Pjx4/Pnz6+trbVarfF4/Pz589SJOPL48eM9e/bgXWsAQI7ridBgMNy5c4c6Bad2795NHQEAgDHOJ0IAAACuJ0IAyE99fX25l83j8ThJGI168uSJwWDI+hAb2c+I63WEAJBvDAaDoii//590Oo2nRv+Oqqq5u8hl0ev1+FXxK0yEAJB3Ll++XFZWlvWhoihHjx4lyaNF3d3ducskJEk6ceIESZ58hokQAPJIZiIcGxtbunRp1iFJkjLXSzER/sbPiTAajeb+mPj06ZPZbMZEmAUPywAAANdQhAAAwDUUIQAAcA1FCAAAXEMRAgAA17B8AgDyyKVLl5LJZGlpae4hvV7v8XgYY3hk9DcKCgoyZ2nGLSZKS0s9Hg82Xs2C5RMAAMA1XBoFAACuoQgBAIBruEcIAJS+fv3q9/vT6bTD4TCbzdRxePHixYtft8VetWqVzWYjzEMLEyEAkBkbG7PZbPF4PJlMNjQ0jI6OUifihaIosT91d3cPDw9TJ6KEh2UAgMyDBw9u3LgxMDDAGNu2bZvD4Thw4AB1KL5IkrRixYpQKGQ0GqmzkMFECABkVq9e/e7du46OjufPn3/48GHjxo3Uibjj8/laWlp4bkGGiRAACMXj8a1bt5aUlAwNDW3YsOHWrVsLFiygDsWRqamp6urqwcHBqqoq6iyUMBECAJmOjg6z2fz06dMvX76kUqlTp05RJ+LLvXv31q1bx3kLMhQhABCKRqOZb2GdTme32yORCHUijqiq2tXV5Xa7qYPQw/IJACBz8ODB5uZmWZZ1Ot39+/cfPnxInYgjfX19ixcvrqurow5CD/cIAYDSjx8/BgcHE4nE2rVry8vLqeNw5PPnz8XFxSaTiToIPRQhAABwDfcIAQCAayhCAADgGooQAAC4hiIEAACuoQgBAIBrKEIAAOAaihAAALiGIgQAAK6hCAEAgGsoQgAA4BqKEAAAuIYiBAAArv0BckbGm6lFlfMAAAC2elRYdHJka2l0UEtMIHJka2l0IDIwMjIuMDkuMQAAeJx7v2/tPQYg4GWAAEYg5oHiBkY2Bw0gzcxCLM3IAKIZGYmluRkYM5gYWBMY2BgYmRIY2RmYmDOYmDiAJiUwczKwsGYwsXAxsHIziDCyMbCyMDMxis+CuhEMgI48YL961SoVCNfB/qHbsv1Q9n4E+8D+Cf1TVJHE7ZHUw9gOQHOgag4AxdUOwPQi2A4HkNSAxB2Q1IPZYgB4SjAEiKcIEQAAAR56VFh0TU9MIHJka2l0IDIwMjIuMDkuMQAAeJyNk81ugzAMx+88hV+AyE7CR44Fqm6aClLL9gCVOOzCaac+fe1W1GGtIpIgEvOL/44dLtN8neYpA2mn7uv3D57NdhnbMTFCCPDjEDE7gkyg2R8+e2jHXbNY2uG7H89AVgZKX7O7cTguFoIWyBQoDdDg/8nCWebQVHcQcjI2BHT1G9AxmG8ivZBbtIuVy4THMg4ywVXwAe5V74WrmXsGmFtThBqr8g0YGMw3kYSCbhEnWjlN+bRxnAlw33er4j+uQzP0nV4Hz4/Vqsuy1NoS90oL6JlwWibeCbUWw/MGrzknXgZNrewuNIF35ThN/FWVSYRZgKIzc2D8is8Wn0TWy0/B8+wGSWmlw+MGAp0AAACtelRYdFNNSUxFUyByZGtpdCAyMDIyLjA5LjEAAHicbY49CsMwDEav0jEBW0iOHdvqBTKV7iFDCR2LS8mYw9cxpbJLl096PPQzT8tKazdPS/8nKedp7zSBU9qAiwGDOmsEn5nAxIg286Ex16Fksa38jrauUZ8lZcfPgeZ8r25belxf6ckIR3tJ2x0Ck4BhIzDwIBDZClh2AoQ8Cjn2lSIOQshRYGSqniCm6gu/vwHc615hxUJm1AAAAL96VFh0cmRraXRQS0wxIHJka2l0IDIwMjIuMDkuMQAAeJx7v2/tPQYg4GWAAEYoG4QbGNkcNIA0MwuxNCMDiGZkJJbmANPMTNwMjBlMDKwJDGwMjEwJjOwMTMwZTEwcQBMTmDkZWFgzmFh4FFi5Gbh4GEQY2RhYWZiZGMWXQZ3LAHX/AXugk5dAuA72D92W7Yey9yPYB4B0gyqSuD2SehjbAUhA1RwAiqsdgOlFsB0OIJsTlFXpgKTeAUk9mC0GAHfELURNojWLAAABMHpUWHRNT0wxIHJka2l0IDIwMjIuMDkuMQAAeJyNk+FqhDAMx7/7FHkBS9JWaz+eemxjnMLm9gYHG4xtH/b+LDnRVE6KbcW0/tp/msTfj+v3z1cB0l76588/WJvtC17HzIgxwrtDxOICYkB7fngaoJtO7bLSjW/D9ArkZKD0LXuaxsuyQtABmQqlQYkGZ0uNBbQMognVDJKxMaJrdkDHYHmI9EKu4hntanNk5sQ6dTLDBXgEd693xzXMaXSsqWKDod4BI4PlIZJQ0CPiREKu13GmiYHI75E29TMn7mBM/MyQ56Hf1MlcOe049Fo5nh+r9SHTWquAuAdNtWfCaUJ5JzSaNs8bvGaHeBo1CbK70lDflNOA8ldVJhFmAZdEhx3jVxIFumEuvW16N5kvfxTbxT+Nz7CFrrt8xAAAALp6VFh0U01JTEVTMSByZGtpdCAyMDIyLjA5LjEAAHicbY4xCsMwDEWv0jEBW0h2HNvKBTK13UOGEjoWl5Ixh28cCrJDl48e//HRNM63hZZmGuf2T9Kel63RCN4pCyF6IjVoAqcMuBgw7HSUBCZG7NRQU2VmQDXYHIemK0+fJqXVp/o3pPNSqx5ret0/6c0I+bym9QmETAUZNkIdWwHHXeEROyHkXqBnX3gcBDxHAcNUfBGYii8sU/FF3L5g2GZIopgVAwAAAABJRU5ErkJggg==", "text/plain": [ "" ] @@ -489,7 +482,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -512,7 +505,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -570,7 +563,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", + "image/png": 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\n", + "image/png": 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EFMgq/++qhCQAyEgxdMf2FqFtGKFhYGCQkpLi5eUlqkAYEhJC+iBZOrdkyRIyHqCinpb47bffyMffnA+SSEtL9+79P49D5+vFE3HMEcLnFIW3t7eoTo/o6en5fwb1Pv0m8PPzs7Ozi42NdXBwOHz4cElJSTsG2ac3TEa6+Q+elITEzoWDOmYj5tuATBOKygcXLVpE+iB/u6hODurgERMTc/fu3RMnTnz48EHUFnUFxDQQTp06VUNDIy8vLykpSdS2dAh3d/cdO3bs378/KipKCNMtWLCgqKhIQkLit99+mzhxYlFRUTsG+U5dwXbtaHnVQTBx4/9fHWsMCmrbdAcOVP32Ei2YdjBp0qQBAwZ8+PAB1T9/u3h6eiIffPbsmRCmW7BgQXFxMYPB0NHRKS4u/kIW86uMHDny/Pnz5NPDhw8PHjyYAhO/QcQ0EDIYjMWLF4PQ69ZqamrS0tIUFBRUVVXJiwMHDmQw2pMYMzMzu3///oYNGxYvXrx79+4HDx5QZ2nzcLlcExOTuLi4V69eVVRUtFsHZOPcAb5mP4wdO5bBAGisA+/f4dlJYEiUf2r8+i9jugQMBgNtQgrZB2tra1NTUwV8cMCAAe3zQXNz89u3b69fv15PT8/U1PTevXvUWdo8jY2NmzdvjouLU1JSWrhw4evXr9s9VPfu3ZEL19bWDhs2bOXKleKrtUaIK35+fgAwYcIEoc1YX18/Z84cZWXlqKiojo9WU1Ojrq7OZDLR09TUVE1NzY4P+2WCgoLs7Ozev39vZmZ29erV3NzcDg5o/iATjH1BZTAAwNx/VE2COVweJaZiOj+BgYEAMHbsWKHNWF9fP2/ePGVl5WfPnnV8tE+fPvXt2/fTp0/oaUZGxvfff9/xYb9McHCwvb3927dv79+/b29vX1NTQ8mwEyZMAAA/Pz9KRms3KXk1e2+/mm4ePWJPmLZl9GG3zKyPn4Qwr/gGwoaGBkVFRQDo+Ld5a+BwOKgQpl+/fpTM+PLlS21tbfIpj8dTUlLicDgdH1mYvCqsBWNfGLMKAGDEYjD2jXxdIWqj/p/GxkYnJyc/P7+amprLly8/f/5c1BZ1KdhstoqKCgC8efNGCNNxOJwVK1ZQ6IMpKSkzZszgv6KsrMxmszs+svCxsLAAgM2bN4vKgE8NHKN/E+U3BEit9QdjX/RPep2/3Ab/P26ksBq5tM4uplujACArK4vK1Xx8fOieiyAIExMTd3d3VVXV4ODgIUOGdHxMOTk5sv03AHC5XAkJiY4kDETC9/26f6euABozAAAKnwMQXgnFwjejpqZmzpw55FNTU9OwsDAAYLFYurq64eHhd+7c0dfX55fhwHQcaWlp5IPe3t50z0UQxObNmx8+fKisrOzr60uTD8I3W3uJapcePXqExD2EDIdLzLWK9bh4iOm1leO/G6JOQUMVADRyePVs3u1nH/TPJtBaU/WNfW9Si9DkLfbt23fr1i15eXkvL6/Ro0dTMubQoUMrKiry8/PR08DAwBkzZrQvz9EaLC0tyfO2iYmJp06dompk/cl9oOdwkO8NzHKoyHkU354CnA7C5XLJ/0kAKCkpQWoGCgoKZWVlDAZDX1/f3d09Lw+r3lCM0Hxw//79N2/elJeX9/HxQduAHWfw4MHV1dXv379HT4ODg6dNm0afDx47diw9PR09Tk5Otra2pnDwiRMnDhkypLi4GOnGCZlLwe8zPtRy6ypg2g5YcA5UhkDa52wrwWU2sKKyK+4/p7E+VqwDoZ6enrS0NBL/ZbFY165d27FjB/mxpopjx46dO3dORkbGw8NDW1ubqmGlpaVtbGz09PROnz5tbm5+4MCBM2fOUDV4U+Lj40kdqbKyMgqrbQ0m9wFgQP9pAAAFz3OKma8KO4u4THl5eUREBKogkJKSEtWJty7MokWLZGRkIiMjy8rK2Gz2tWvXdu7cSXln0OPHj589e1ZGRsbd3X3WrFlUDSslJWVra7tkyZJTp05ZWFjs3bv37NmzVA3elISEBFJPsays7OVLihXqUXtekejeXQx5X/f/sosEcOpBRgFKMyB4H4SaQZbPpwbuxWCKv5n5EetAqKKi8sMPP3A4HD8/P1lZWRMTEw0NjUGDqDzHdvnyZQsLC0lJSVdXV8q/Rg0MDAICAkaMGKGtrR0dHc1isSwsLBoaGqidhW60Rqj0VZH93+5owXMAeCSK3dHCwsKZn0FFHACgqqr6559/WllZIQnKX3/9VfiGdW2UlZV//PFHLpfr5+cnIyNjYmLSv3//oUOHUjjFlStXDh8+LCEh4eLi8tNPP1E4MgAsWbIkKCho5MiRWlpaUVFRHA7H0tLyC+KInRkRCsB+qPz8rRV/BQJ2wdtQGDgLAIAhATon4XtDAHhXWt/yAB1FrAMh/Pdvn5mZqampSeHgd+/e3b59O4PBuHz5spGREYUjk6iqqiooKHA4HCUlJRMTk2PHjoWGhtIxEQBs3rwZxYndu3dTOKwEg7FofG/oMw5kFKDqHXwqEkmasH///tGfwXd+woTfB7OyskaNGkXh4B4eHqQPrly5ksKRSXr27Nm9e3cOh6OsrLxly5ajR4+GhITQMREAbNu2Dfngzp07KR989uzZPXr0yMjIyMrKonzwL8Dm8Ljk3eCULfDTv/CjBTw7BQAgq0S+TF2FRjllHAgNGAyGn58fk8nMy8tbtGgRVSMHBwf/9ttvPB7v1KlTf/zxB1XDChAaGrpw4cLDhw8D/Qu6q1evojjB38OMEgym9AEJKVCfDABQ8PzFm+qPVSxqp8B0WgwNDRkMRkBAAJPJfP/+Pdqgo4SQkBBjY2Mul2ttbW1iYkLVsAKEhYUtWLDg0KFDQL8PXrp0Cfmgra0t5YNLS0v//PPPAPD48WPKB28JLo9YZZdU3yjQjkYwMCl0k9w0V4M+M8Q9EKqrq6uqqsrLy6upqR09evTQoUOPHz9uR1OVkJCQyMhI8unz58+XLl3KYrEOHjy4b98+Sk3+D/PmzVNUVExKSnr79q2hoSEAeHl5iaTuqyPojumlICtJ1o7yCOJxovBuCnNychgMBr9wuZSU1DdXf/vtoqam1rt3bwUFhd69e3fEB0NDQyMiIsinsbGxyAd37tx54MABSk3+D3PnzlVRUUlNTc3NzSV9kMttvtFYJ0fIu6MEAZtvpnnGF0GWD+o/AzHnIXA3xNnB1D/Jl8lKS3yv3v33HwfQaor4wuVyf/nlFwBABwpJJCUlJ06cuH379tu3b7979+6r4/j7+wcGBtbV1aGnKSkpSLpw/fr1PB7tx8PR0ShbW1uCIFBReHR0NOWzLF68mNQBCAwMXLVqFbXjG56PByM3kJAChgQsv7vodBy147fE5cuXpaSkbt68KZzpMAJwuVxjY+NmfXDChAl//vmnq6vr27dvvzpOUFCQn58fvw/27NkTANatWycEH0RfIxcuXCAIYsSIEQAQGRlJ+Sz6+voRERHocUhIiJGREeVT1NbWysrKSkpKlpSUUD54U/befgXGvjBtOwADuqmA0QMw9mWs9iXPETJW+yr8FrjwZFw1s5FWS8Q6EP71118AoKSklJCQ8OHDB29v7wMHDmhrawt0VOnbt6+ent7JkycjIyPr6+ubjnPu3LkbN24cOHCAIIicnJy+ffsCgKGhoXCOt7u4uADA/PnzyXeELKGWoqKiuLg49I6YTGZxcTG14zuE54OxL/SdCACgZSq73r+mnt6PPkEQ7u7ukpKSDAbj2rVrdM+FaRbUoVpJSSk+Pr4jPmhjY3Pt2rX9+/cTBJGTk6Ourg4ABgYGjY20f4oIgrhz5w4AzJkzhyCIPXv2AMDevXspn6WoqCg2Nhb5YH19PeU+iED1RA4ODnQMzo+VZzYY+8IPh4EhAcCAaTvA2NfgXPxym4QBO0J7bQ4e/NeT1Rdfhr8qp9sSQpwDIdrTl5OTCw8PJwiivr6+oaEB/YjNZsfHx9vY2BgZGZE9ShDS0tKTJ0/euXOnm5sbuWh69uwZOsNQWFiI7snmz59PjkY3lZWV0tLS0tLSFRUVT548AQA6dJ6ys7MBYPjw4ZSPjCirZUmt9YMpWwEABmiDse/D2I80zYUIDg5G37anTp2idSJMS6DctoyMTFBQEEEQDQ0NbfVBMhhER0efOnXqyJEjxcXFI0eOBIB58+Y1GzLpoKqqSkZGRlJSsrS0NDw8nCZPQadKhgwZQvnI/Fy+fBmt4+mdJeQ9GPvCvOMgIQ0AMGEDGPuuvZTE4xGlpaXXrl3LycnJycm5cuVKeXlnCoQFBQVmZmZsNtvDw+Phw4fkdQsLi+DgYPT4wYMHSINqxowZ69atu3LlSmpqKpdLrzRO+0CpZklJSXd3d3TFxcVFSkoKOZiTk9P79+/JF79588bJyWnnzp2TJ08WSB2pq6sbGRnZ2Ng8e/asrKxs/PjxADB9+vTa2lphvp25c+cCwO3btzkcDpISfv36NbVTODo6AsDSpUupHZafH47GgKEzAAOkusEvnmsvJdE3V0xMDOow/tdff9E3C7V8+PDh8OHDDQ0Nnp6eDx48IK8fPXoUBRKCINzd3dHG+MyZM5EPpqSkdE4ftLe3Rz5Ifp/cuXOH3wf5sxKt9MHy8nJ0WH7atGlC9kHU2dTZ2ZnD4fTq1QsAMjIyqJ0C7f3o6+tTO6wAhYWFDAZDTk6O3GemHI8XHyXX+MHC8yAlBwAwcgkY++qfjW/k8AiCyMnJYbPZZmZmmZmZlZWVp0+fpskMflobCHk8nq2tbUNDA4/H47ds9OjRo0aNQp85U1NTFxcXgdLb7t27a2trHzhwwNvbu6KiU8hIOjs7MxgMBoNx69Yt8uLRo0cFHGzYsGFr1669fPky/1dJeXm5j4/PoUOHfvzxR3l5ef7Xd+vWDQDGjBkjnCUMPzY2NgCwcuVKgiDWrFkDAJR/elDR3ZkzZ6gdlp+zvrlg7As9hwEAzLHsaRKEHINyyASScJK4VMHj8S5evFhXVyfgg2PHjv3uu++qq6sJgti/f7+jo+ObN286uQ+6uLhISEgwGAz+7KyVlVWzPnjp0qXk5GQy0YB80MzMbM6cOWg1Q4Ju8UePHl1WVibkd2RnZwcAy5cvJwhi/fr1AGBtbU3tFFu3bgWAkydPUjtsU1BHYtQqknKCU0tl1/vDoksgowgAMGQ+GPvMtXpez/7/5Vp4ePjjx48JgnBxcUlNTaXDDAHasDWKAiFBEAKB8NixY3v27CE+B0IOh5OWlnb16tW1a9cKyIlJSkqOHj167dq1V69eTUtLo/zNtAYvLy8kBnj+/HmBH9XU1ERGRp48eVJPT0+gUWezXyX873To0KFKSkoyMjKULwNbw7t37xgMRvfu3evr61EzJn49bkoYM2YMAFDSN6MlcorqwNgXxq0BABj+Exj7Ps2g/uuMTCAZGhoKJ4FEISgQEv/1wbFjxx47dgzd2qJA2HofFMk6wNvbG/ng2bNnBX5UW1vbGh8k15oC71RJSUlaWlo4X50CFBQUMBgMBQWF+vp6Dw8PABDQ4+44aMOJrJehDysrKwD4/fffKR/5eXZl998DQP8myPUEANCYAb96Tz38jL8gwNPTc+XKlY8fPz516tS2bdto/c4haW0gLC8v37dvn6+vr7+//549e8gP4ujRo8vLy8ePH//y5UsUCJ8/f56Tk0P+YkcS4JTz5MkTdN9maWn55Ve246vkxx9/BABXV1f630czICfx9/evra3t1q2bhITEx4+U5dgqKyslJCRkZWXp/jON3hcOP9sDAHRTgV99djmnUzs+mcSdN2+e0JK4VFFRUbF///7Hjx8HBATs2bOHvOkZO3ZsSUnJxIkTExISUCCMjY3ttD749OlT5IPm5uZffiXyQScnJxMTk1b64Lx58wDAycmJ/vfRDJMmTQIAHx+furo6eXl5CQmJDx8+UDV4dXW1pKSktLQ0fTuWJKmpqQCgpqZGbblfan5NT5MgWHYbFPsDAPQZB794jtgTVlQlek/saLHM6NGjq6urIyMjZ86cuYKRU6oAACAASURBVGfPHhcXF3Tr0KdPHz09PZRBJB2srq4uPDz8xIkTenp6/F0xAUBOTu6HH344cOBAa44rtI+4uDhUor1t27a2/m5hYeGDBw927do1ffp0aWlpfsvV1dUzMzOJz3lHOmqaW4O5uTkAbNmyhSAIJAtw48YNqgZHvRspv8tsyt/3XoOxL3TvAwCw4NygnU8oHLyyslJUCSRaGTt2bEVFxbNnz7S0tPbu3evo6IhWRfw+SPatZDKZ4eHh1tbWS5YsQaksfh+cNWvWgQMHWnNcoX0kJSWhvktbt25t6+8WFhY+fPhw9+7dM2bM4D/0icI52om5ePEiACxbtowG27/O0aNHAeCPP/4gCAL1HL569SpVgyPZP8rvMlsCHQKhpGsjIqeoTn1bCBi5QY+hAACqI8Hoocb20HelTKqm6AjUBEKCINatWzds2DAnJ6elS5cKVHnJyspqa2vv3bvX09OzqKiI/N1mE+Dp6RTfBCCysrL69OkDAKtXr+5g7YBAPZusrCy6t3j//j25P0mR1W0gISEBAPr168fj8a5evQoAS5YsoWrwI0eOAMC+ffuoGrAlnmdXgrEvqE9iSMlKyylOnqVrbm7Ov5ZqN3V1dUjxXFNTU/gJJFpBgZAgiA0bNgwbNszBwWHZsmVqamoCPjhz5kxTU1MPDw/+rYJmfTAlJYUOO0kf/PXXXyn0QTU1NXKvAu1PysvLC+G2qSlIib5Pnz5cLvfGjRsAsGjRIqoGR/0CURJKCPz8889ycnLKyspN11LtoLiaNdI0DFZ6QG9NAADF/rDsdu8twa8KO8t6lLJAWFRU1KNHDxcXF3S9sLDQzc3ty1Ve8fHx/EUojx8/Njc3p6PCLT8/H0lp6+npUd42My8vj3ws2i7PgwcPBoC4uLiioiIJCQk5OTmyd3YHmT9/PgB4enpSMtoX4PJ4y0ztJSWlBG670fd407VUK2GxWOh01IABA/jrgbsGZCAsKytTVVV1dHRE11vjg5GRkaRHoCIUun1QV1eX8k1p/r/p5MmTAQCVWggftPEeExNTXFwsKSkpKytLVQf5BQsWAAB/xT59oCRusz7YdC31VarqGif8HQmrvKDfFAAA+d5g4Ki0MTA+t4q+t9BWOhoIo6OjyYqDtLQ0Kyur1atX29vbv3z5ktxfbmsRCrWUlJR8//33AKClpUVVYGgJ0XZ5/vPPPwHAzMyMIIjp06dTFbo4HA7aUqYw6dgSZBLXwsKirWupL9iP1JZ79+5N+amSzkBMTAwZzNLS0o4fP25sbGxnZ5eYmEj6YFuLUKiltLQUSWnPmDGDbh88duwYAGzatInWWVoCaWEfPHiQIIiZM2dSFbq4XK6ysjIAFBQUdHy0LxMVFYXq4Y8cOdLWtVRT6licWUej4VcfGDQbAEBWGfSuym0ICMsQdmn9l6H4QD26dUAoKCg0dbDGxsbExEQ7OztjY2OBhkcMBqNHjx6zZ892cXHJzc2lxJ7q6mq0Qhw3bpwQCscTExPRR0QkxXhBQUEAMGbMGIIgTpw4AQAbNmzo+LBo05W+o/QkZAKJTOKSQa7daykej4cUz5WVlRMTE+l+C50BdOvQ1AfJDWEOh/Py5Ut7e/vVq1ejXQR+H0S9yVxcXN68eUOJPdXV1VOmTAEA8s6VVpKTkwFATU1NJKcnUe+XUaNGEQSBmlevXbu248OiTVe6j9ITBJGcnCyQxCX/G1u5luL/E7M5vJ9PxYGxL3ynDwAgLQ8/2Uqu8XOPo31J3VYoDoRpaWmXLl1Cxwn4/6ckJCTGjh27efNmJyen7Oxs8vUfP34k69kEVhwdr2djMpmoknP48OFCuJtBoG+W2NhYuieqr6+/ePHihw8fXr58ee3atTdv3rDZbPQBzcrKQp2sVVVV23RCoLi4uLy8vLy8PDg4mPweRAek1q1bR8/7+B9kAgm1CyAIorKyUlFR8asV8/yfmabFhPv37wcAOTk5IRSddxLS0tIuX768du3aYcOGCfjgmDFjkA9mZWWRr/+CDzZb8tYmWCyWrq4uAAwbNkxoPkif4q4A9fX1ly5dKigoSEpKun79enZ2dmNjIyoDzMzMRCeqe/bs2SYfLCkpKSsrq6ioCA4OJkt/L126BACrV6+m5338j+zsbOSDy5YtQ3sJ1dXVSkpKza6lWlPQu/dSIBj7gOZKAABJGdA5xVjt6xxJ+01tO6BRYq2oqMjb29vCwkJHRwftdzXrYGQOtry83N7eft++fU3r2bp16zZr1qz9+/d7eXm1Ug2Ww+EsW7YMAPr3709fFVxTtm/fDgCHDh2ieyI2m+3t7Z2UlFReXh4bG4syQ6hz7Llz5wiCQEJTrQ8AXC7X1tYWqZZER0dXVlai62jMK1eu0PRGiP8mkFgsFroo0NStpbUU2r1ptqAXLQukpaV9fX3pM74z8wUfVFZW1tHRackH9fX1BUreSB989OhRK1UuORzO8uXLAaBfv35U7fG0BvoUdwVobGz08fFJSEgoLy9/8eIFEgfgV7T47rvvAODp06etHJDL5V68eNHd3d3Dw+PZs2ekD6IxL168SM/7IAiCKCgoQIt4HR0dMon79OnTpmspExMTgbUUKqpHBb2CmUUFZQAACSn40QKMfc/5Cu9j0CaEpDVaX1+PBDkNDAxaqmcT+Lh0JEXE4/F+++03AFBVVaWpDLUlgoODAUBTU1MIcwUGBiYlJREE4e7ujs4v3rt3DwBmz55NfJYzNjU1bf2AWVlZnp6eCQkJDg4OZOU3ClE0VRISBFFaWtpsEreyspK8WWnl93hTgcqePXsKodj1m6ChoeHZs2dnzpwxNDREC38SGRkZLS2tPXv2PHnyn/MqHfTBjRs3AoCKigr6lAoN+hR3mxISEpKQkEAQhKenp7OzM0EQ/IoWpqamALBr167WD/jmzRt3d/fExEQHBwdy9Yk22F6+fEnDOyCIlpO4pA/+/fff7fZBue4q8P1SMPa1eJhFEERZWdnFixc9PDzS0tJQz5zOgGhEt5t1sB07drT0+pqamuDgYAsLCz09PbSFTcK/e0YuoJAAvLy8vHBUCfjh35+kdSIul3vw4EFbW9vAwMCLFy+im57q6mok/quurs5gMABASUnJycmplffEPj4+586de/HiRVhYGBKIKiwsRIPQ1EmjpSRudHT07du3T5069fjx4xs3bty5c6exsRE52Nq1awcOHMj/GWhJoBJVLqBzXRgBmvXBLxyxbasPohggLy9P4Vm0VkKf4q4APB7v0KFDFy5cCAoKunTpEipVJRUtSB9UVFRsvQ/6+/ufOXMmPj4+LCzsxIkTBEEUFRUBQPfu3WkSQqqpqSGTuPzVUs+fP799+7a1tXVwcLCTk5Ozs3M7fBAtx6foGG1z+J+U2KdPnzgczpEjR1gslnB0RFuD6LtPVFVV+fv7m5ubC6xGWwL9Mf79999Vq1YNGDBA4I8xadIkLS0tAJCVlQ0JCaHb+Gbh358UPkhcoylDhgxBBb1JSUktRbXk5OSEhAQ2m52WloZe4+bmBgALFy6kw9QvJ3HLysrQ/2FiYiK/xjQiOzvbyclp8+bNY8eOFbhZGTp06L1794j/nuuiw/4uQ1VVVUBAgLm5eStdBvmgra3tr7/+2tQHJ06ciAomZWVlSUV+IUOT4m4rQWnRpgwePLhpUb0AKSkp8fHxyAdR5HN3dwcAHR0dOkxlsVioumrYsGFNdXAqKiqQDN7hw4dRlx5+cnJynJ2dt2zZ0tQHhwwZcufOHaIFkRpSShQHQspoKh/VvXt3OTk59FUoEvj3J4UMk8lEueuBAwdGRERERESgKi+kMU3SbEFvs6AF3dGjR9tqyfPnz1F7I0dHx+vXrzcNRWQCqdkk7vv3748ePVpRUfHixYsLFy58+TBv03o28hiZ0OomxJmmPqigoCAnJ3f37l1RmUST4m5rYDKZmpqaADBo0KDw8PDW+OCXFR7QvbWFhUVbLYmLi0P7Ok5OTteuXWsaejkcDmrr3WwSNy8vz9LSsry8PD09vbi4GN2etkRTH3z06BH6kUCn4qSkpE2bNjk7O79+/Xrbtm1oY1nkiD4Q3rt3z9/fv6qqysbGxs3Nrd3jlJeXp6WlhYWF9evXDwDCwsIIgnB2dl66dCm5XSMchNzlmYTNZi9evLjZ0CJQ5YV2bPhvoVpSYZ42bRoAtG9df/r06YqKik2bNt2/f1/gRzwe7/fff4eWk7iJiYlubm7h4eFPnz51c3P7apIpLS3N3t7+48eP4eHhjo6O5ClmodVNfNO4ubn5+vpWV1fb2Ng0/WO1HtIH+/fvDwBoj8fV1XXZsmVCbslCh+Jua/jC8q7dPoi2uAICAtphz+nTp6uqqjZu3Hjv3j2BYckkrrKycrPZx5cvX7q5uYWFhb1///7u3butVyXkcDhJSUlIaIWgs1MxhYg+ENbX19vY2Fy/fj03N/fw4cPt28Xi8Xh79+49f/58Wlravn37AGD37t0EQcyZMwcA0E26MFm4cCEIpcszCVkf1KtXr692wGhlQW95eTnKOJKf6TZx+vTpoqKi06dP37t3T6DZCOVJ3Pfv39fU1Jw6derDhw/8vaKEWTfx7cJms8+dO3fr1q3s7Gxzc/N254P37t1rY2OTkpJy4MAB+NzrEZ0tJjWnhAblirtf5avLO35aWdBbWVkpKysrISFRVdUeHZbTp0+XlpZaW1u7ubklJyfz/2jv3r3IB8l7NZqgr1MxhfxnY1ckSEpKAgCHw5GWlpaUlCQIoh2DMBgMGRkZJpOZlZVlYGAAAJ6engCAHnt5eVFq8tcR/rympqYODg6Kior+/v6oAOwL9OnTZ8mSJZaWlsjT+At6i4uLfXx8jh49qqur27dvXzabraqqGhoaijL2rSc1NbWqqqq0tLRHjx5k03DEsWPHzp8/LyMj4+HhgZJJHWfgwIFubm6GhoaoxRLJ7NmzVVVVX79+nZmZSclEXRJ+H5SQkGifDwKArKwsk8nMzMxEn/9Hjx6BOPng3r17b926JS8v7+3tLXC6rin8PlhVVcVf0FtdXR0SEoJ8UE1NjcVitc8H09LSqqqqPn782Lt37w8fPqDabMTx48fPnj0rIyPj7u4+a9as9rzbVqOtrd2rV6+cnJxXr17ROlGHEHUkJkJCQszNzd+/f3/q1Cn+TrltJTs7++zZs+/eveNyuX379gWA1NTUt2/fAoCioqKQe+6gLs9CE/9FrSdkZGQCAwM7OBR/MSHSECc/Kq0UVfoy6GiwpKRkR7bBm3L69Ok9e/ZERUX5+PisXr2af/ks2rqJb4InT54cOXIE+SB/p9y2kp2dff78+dzcXNIHk5OTRSVGT7ni7pdBrSdkZGTat4fJD90+ePnyZQCQkJDoyDZ4m6CpUzGFiD4QUkVSUlJ+fj56jDYorKysCIIYN24ctHeHvSOgimRvb2+6J0KtZyQlJZuWVnYQJFS9dOnS+fPnI7lREiUlpQULFlhaWgYFBbVeVvj27duoL/n169epNfULiLBuQtxITk4mNeg3bdoEAMeOHSMIYuLEiQAgfFkDChV3vwxNyzuCIPT09ADA0NBQR0enqQ/q6upaWFgEBga2Pnnh7u4uKSnJYDAobBH1VWjqVEwhXScQ8oP2Q6ZOnUp8biHUjv5nHeSff/4BgI0bNxIEwWKxrl69SkcwdnV1RaGF8lwIj8dD52FRzr8dXVIFCAoKQm3khHxzJqq6CTHn8ePHADB58mSCICwtLQHAxMREyDbwK+42NjZevXqVjs4wd+7coW95h26skdbaF8ptWumDwcHBqKz35MmTlJv6BejoVEwtXTMQMplMBQUFBoORn58fHx8Pnxv1CdOGlJQU+HyA5u3bt3fu3GlTDUJdXd2JEyfS09NDQkJsbW2bVUrz9vZGgkb85SFUgTb0+/Xr1+xP+QUqBVL9SCRWQKAyJiZGQUEBAP7++2/KTf0qP//8MwB0ZNMP01YaGhoUFRUZDEZeXt7Lly9BFAc6+RV38/LyXFxc2uSDTCbT2to6JSUlNDTUzs4OFaILEBQUhEILHcs7pFaqpqbW7E+/4IPNisQ+f/4c7bLu3LmTclO/Crq1vXbtmvCnbg1dMxASBGFoaAgAly5d4vF46MzvixcvhGzD8OHDASAqKqqqqsrDw6OtTTWfPXsWFRXF5XIbGhqOHz8u8NPo6GgUWlDfJcq5efMmAKxYseKrr2QymeiwVEsisRs2bFBSUgKAP/74QyR9Oa5cuQIA+vr6wp9anEFiv/b29sTnA53Pnz8Xsg2k4m51dbWHhwcqJm89MTExERERXC6XxWKhVIvAT5EPor5LlOPo6IhyE199ZX19PTrG16xIrLa29oYNG1Ajp40bN4rEB69fvw4AixcvFv7UraHLBkIHBwf4LImybds2ADh8+LAQ5uXxeGTPMHQaff/+/e/fv7927dqRI0faNBQKhGw2++zZswJHEpOTk9Gp1S1btlBm+n9BZ4zOnz/f1l9sVrtLRUVFR0eHJp22ryLkugkMwsnJCQB0dXUJgtixY4fQ9gP4fRCdRjc1Nc3Pz7927VpbvwRQIETHSwQ6QqekpCAfXL9+PU2hxcTEpH37PS354Lx582jSafsqlHcqppYuGwjLysqkpKRkZGSqq6sDAwMBYOzYsUKYd+/evT179oyJiSE+H2Lr2bOnvb19XFxcW8PA2bNn7e3tHR0dT58+za9Inp2djTIHZLcUOkBnMDq4hK+oqPD19Z00aRIAmJubEwSRkZFhYWEhfP1JodVNYEjKy8tRo/PKykrUS2T06NFCmHf//v09evRAckIREREA0KNHDzs7u9jY2Lb6y/nz521tbZ2dnU+dOsWvAZmTk4N80NDQkD4fHDNmDNpS6sgglZWVvr6+SNEX7R69evXK0tJS+I3JKOxUTDldNhASBPHDDz8AwP3799lsNpIJpqrXaEscP34cAKSlpVFOft++fdLS0lJSUmhF1npRpS/QbLcUyqmoqJCQkOjWrRvZFKkj+Pj4AMCkSZMIgrCwsACAzZs3d3zYNkFhp2JM60Fasnfv3iXF6DMzM2md8eTJk8DXe+vvv/+WkpKi1gcLCwvRTu/8+fPp88Hq6moJCQlZWVlKjp34+/sDwPjx4wmCOHbsGABs2rSp48O2CQo7FVNOVw6EZ8+eBQBjY2OCIH755RcAuHDhAn3TkadzkMzpv//+ixxy27Ztre+S+lVsbW0BYObMmbSeUESh64cffqBkNP66icTERJHXTQhzXjHn/PnzALBq1SqCIIyNjQEAiTjThKOjI4PBkJCQQDKnyFkkJSVNTExa8kETExNHR8c2hWd0YEmgYxHloNA1c+ZMSkZraGhAefrc3Nzk5GQAUFNTE7IPtq9TsXDoyoEwJycHAJSVlVks1p07dwBgzpw5NM3l4eHBfzrHycmJwWAwGAx+lbW2dklFTJ06lewJsGvXroyMDEdHR/6ORXRw6NAhoFSiU/h1EzU1NRcuXDh58mRpaenJkycvXbrU1k7FmI6DFC2UlJRYLNb9+/cpXF01xdPTE9352djYEATh7OyMfJBfpoPfB+Xk5FrpgzNmzCClKvbs2ZOamurs7Ey3eio690WhRKeRkREA/Pvvv8TnBod0d6mrra29cOGCtbV1WVmZtbX1xYsX29qpWGh05UBIEAQ68RYSElJVVYVkM0tLSymfhTydg6QTSIf8wg1oa7qkuru7l5eXq6ioTJgwAW2P6OnpCaf2FWm0enl5UTWgqOomLCwsHBwcsrOzrayskAB3mzoVYzrO2LFjASAwMJBWMfrQ0FDkg6i208vLC/ngF6q9GhoaoqKizp49u3TpUpTwa+qDDx8+LC8v79Gjx/jx41F0NDAwEE7tK9Jo9fDwoGpAV1dXAJg3bx7BV8dH1eBfwMLCwsnJ6fXr19bW1rt374Y2dioWDl08EP7999/wueWvjo4OAKAu0hQicDqHdMh//vmn9YO01Arcx8dHQ0Pj2LFjqNJEOIGwsbGxe/fuDAaDwi8skdRNBAYG+vv73717NzU19ejRo6h2adiwYXTPi+Hn8OHD8LnlL01i9LGxscgHt2/fThDEkydP0I6LpaVl6wchfVBbWxsdz0V4eXlpaGgcP34cVZoIJxByOBykI0OhCkRlZSUqWSgrK3v69CkAjBgxgqrBWyI4ONjX1xc1kPnnn3/CwsIAYPDgwXTP21a6eCB8/vw5AAwcOJDH49nZ2QHA8uXLKRw/NTUVtRlbt24dj8cTcMj2UV1dHRAQgHZvysrKNDQ0mEzmqFGjXr9+LZxA+OLFCwAYOXIktcMKuW6isLDQysrKzc2turra1tb2wYMHHA4HHbH6amcADIWgj1P//v15PB6SIjM0NKRw/LS0NNSPfs2aNVwuNy4uDoUQFHrbByo1t7Cw0NXVLS4u1tDQqK+vHz16dEZGhnACIUqlU75oQ127XV1dORwOOvL7+vVraqfg58OHD/w+6ObmRorQpqSk0DdvO+jigZDH42loaABAYmJiQUEBteK/b968Qb0ODAwMGhsbBRySkikIgtDQ0CAIwtfX96effhJOILSxsQGA3377jdphhVw30SyoU1VTdQIMfZA+GB8fT7kYfV5eHpLL0NfXb2xszMrKQomG1atXU+6DAQEBurq6wgmEaNW+bt06aodFFXxGRkYEQaxduxYAUPdsYcIvQtt56OKBkCCIzZs3w+f+zuhAm4+PT8eHJVsLzZ07t76+Pi8vb+DAgQCwZMkSamuikBMSBLF06dJevXoJIRCiClvKxZCEWTchAClJjBoDTZs2TTjzYhBbt24FACQoMXXqVKrSzyUlJaj4Ys6cOfX19fn5+YMGDQIAPT29dndmaBbSB1esWNGrVy8hBEK0Urx8+TK1w/J3Ann48CFQV5X6VUgf5Beh7Tx0/UDo5+cHABMmTCA+t0r5448/OjhmVVXVhAkTAGDq1Kk1NTUCDkmF1f8P6YR5eXndu3cXQiBES2yBVrqUIJy6CQGeP3/es2dP1BaAyWTKyckxGIxz5869evVKJFpTYkhAQAAAjBs3jiAIKysrAPj99987OGZVVRVqajF+/PjKysqSkhLUb09LS4vyUw2kD+bn53fv3l0IgRCdFRZopUsJ6IvLz89PmGL0sbGxPXv2RF2fGhoaUAnCmTNnMjIyOokPdv1AiA6xwecDNIaGhh2UNqirq0OtLEeOHFlcXFxVVYVuNJFDUmU2Cdla79OnTw8fPqRbpaygoAAAVFRU6DhjxF83gXo8daQDZWsgdbDQ6icuLk5WVrZ///6oDkJJSYmsmBdO50jxhF/RIi0tzcDAoIMtw5hMJpLLGDFiRFFRUXV1NVJOGTduHB0ni0gfrKure/jwId3H4AoLC9GHkw5n51e0WLx4MQDQ3RONzBmh1U9SUpKcnFy/fv06lQ925UDo4OBw6NChkpKSFStWAICtrW3Hx2Sz2aiVwYABA96/fy/gkB0fvyXIREtGRgZ9sxAEcffuXQBYtGgRHYPz100g/QEDAwM6JkIIJHHT09ORQ2ppaS1fvlygl720tPT06dN37drl5uZWWFhIn1VihaOjo5mZWXFxMYWKFmw2G32Da2hovHv3jslkzp49GwCGDx9O680Nj8dDW6+pqan0zUIQhJubG3zWSaYcVIajrq7O4/GuXbuGdpLpmAhB5oxQEvfVq1eoSGf69OkrVqwgwyHpg9OmTfvrr7/c3NxItVjh0JUD4cePHzds2FBXV+fi4oK2MTt+x5abm9uvXz81NbWsrCwBh6TE5i+AujzT3Uhs586d0MazH62nad2EnJwcTcvA1iRx+SvmUa9EEnV1dT09vZMnT0ZGRgrozO3fv59c9ISFheHuTl+gqKhow4YNtbW1SNFi8uTJHb9je/funYaGRu/evV+/fs3hcJBWQ//+/VHjTFpBHb/pLrZCh+3adPajTaB919jYWCRGT58QdmuSuO3zwYMHD5KtDSMiIjp+U9uVA2FJScnDhw9fvnwZGBioqKiIhCSGDh361faVXyY3NzcpKYnH423YsAEAevXqRfddGgJ1edbS0qJ1Fmdn5yVLltAnik1T3YQA7Ujifvr0CTWy0dPTQ0diSAQEKqdOnYoapRIE4ezsLJLubt8KJSUlnp6e8fHxwcHBCgoK8vLylPjgu3fvEhMTeTweKgPu1auXcI7EoI7fdBdbubq66uvr0yeBtH37dgA4dOgQQRAzZswASo/tkwgkcUtLS7+axOX3QbR505IPTp8+nTx8dfv27T///LOD1nblQPjo0SNHR8fExESUnxgwYICAsFnv3r319fVPnToVGRnZ1iIXa2trtMEdHx9Pk/0C0NrlOSwszN/fHz3m8Xg09Vcj6KmbEEAgiVtdXd2OJO6bN2+abQV+5MgRHAhbj5eXl4ODQ2JiIsrUtuSDJ0+ejIiIEBA2+yqnT58GAEVFxbi4OJrsF4C/4zflg4eHhyOhcASFAocCBAcHA4Cmpibx+Xts/fr11E5BSRK3JR88dOgQDoRtQ6BbSmNjY3x8vI2Nzdq1a9FNOomUlNTo0aNNTEycnJya3WO5du0auSHm7++fnZ2to6MjZNE8+ro829jYHD16FD3mcrmqqqqUT4Eg6yZyc3NTU1MBQE1NjcKigKZJXDKB1O4kblFRkaenp6mp6cyZM4OCgqZOnTpp0qSZM2fOnDlzxIgRZCBEmz8EQdTV1QmhEu9bIScnhz9T2xEfvH79OrkKDAgIyM7O1tXVDQ0NFebbMTAwABoONhAEYWdnhwSkED169KB8CgSpaJGVlZWRkQFUi9E3TeIiMY2OJHGRD+7du1dbWzsgIGD69OmkD44cOZIMhCwWKy8vDz3IyMhofcVfVw6EX+2W0pKoEtqeNjIysrGxiYyMRNvZMjIyK1euRL+4ePFi4fe7J+js8iy0QEj8txPIiBEjAICqnVgul7tq1Sp0n/Hq1SvSIalNIKE7Qh6PnwxmuwAAIABJREFUx+Px+O8IfX19r1y5EhoaumvXrlOnTtHdb+ibgMzUzps3r9lNl1b6IEoRycnJrVixAv2ivr6+8PvdEwRx69YtAPjpp58oH1logZD4r6IF+gOFh4dTMrJAzoimJC66I0Q+yH9H6O/vf+vWLR8fH3Nz8/Dw8NbXH3TZQFhZWTl+/HgAmD59em1t7Vdfzy+qhI5bkCgqKvr7+2toaCxZsgTtH4oqEBYXF9OU3LaxsdHU1DT6DK2BkL8TyJ49ewBg3759lIyMKn2UlJQSEhLoS+K2tDVaV1e3devWnJyc7du3b9iwod3t7roMZKZ22rRprfHBmpqaoKAgS0vLBQsWoJ5B/D6IdHcNDQ3R/qGoAmFZWRnqtE6eEKcKOzu70aNHkz5IayDkV7TYt28fAOzZs4eSkZGcN8oZ8Xg8VF6kqqpKbRK3pa3RhoaGHTt2pKenGxkZHTt2rPWht2sGwrq6Om1tbQAYM2ZMO7qlcDictLQ0/u3pzMxMDQ2N7Ozs0aNHM5lMUQVCgiC0tLQAwN3dndphbWxsTE1N8/Pz8/Pz8/LyaA2E/J1AwsPD0Z4JQRA8Hi8sLIzL5fr4+Li5ubW1izISWJeTk0NrW1R6p6ioSPlfqqVAGB0dHRQUdO/evd27d3t5eQUHB1M777cFmanV1NRsx5qgqQ9mZGRoaGi8efNm1KhRdXV1ogqEBEGg94UkGijEzs5u9+7d+Z+hNRDyK1o8e/YMKNI1RQeFZWRkgoKCiM/LXHl5ecr7PbUUCGNiYiIiIpycnExNTe/cudP6gqMuGAhZLBYSuR86dCglB8I+fvyI6v4Jgjhy5Ii5ubkIAyFqwE25CKEwt0YJvk4gHA5nypQpf/31V0NDQ0FBwe7duxsaGqqqqu7cudOm01pkC1a0RDA3N0cOSbaRo5Dc3Fyy+LuqqopMPRYUFERERPB4vMzMTLo7vXVyBDK1HR+Q3wctLS3NzMxEGAjPnDkDAKtXr6Z2WJq2Rh8+fHjnzp20tLSrV6+SPk7wdQLhcDhTp07duXNnB1Wx7O3tkQ8ixRIk4yUjIxMQENDR99CEt2/fkgcqqqurydTjhw8f0GK6sLCwTWWMXS0Qcjgc1H9STU2NWmF15IRMJlNTU3P8+PGiCoSvXr0CGro8CzkQttQJxNbWFmVz26QFLNCClXTIDsqXYNoHl8tFaWB01I/CkZEP1tfXjxkzZsKECaIKhNnZ2QCgoqJCraIpfTnCM2fOEARRUVHBf96O2k4gLi4uEhISDAYDHau9ePEi8kHK75tpoksFQh6P98cffwCAsrJyYmIitYOTeoP+/v4AIKpASBAEOhIXFhZG4Zh5eXm5ubnkU2oHbwrqBKKgoMC/cV1VVfX7778/ffo0KSmp9fuKAi1YXV1dkUPeuHGDFtMxX4TH45mYmJCZWmoHJ30wMDAQAEQVCAmCGDVqFABQW7Cal5fHnw6gsCIdBUJ7e3tSK+5Ncd0UU2+kaNHxXuXe3t7IB1H1ze3bt5EP0i3eRiFdKhDu378fZYnoOIvq6upKPr5z544Q1KJbAr3N3bt3i8qAjlNbW6uqqqqurs5fMZ+dnV1RUVFbW9vQ0NDKc9YCLVhJh0SejxE+Bw8e5M/UUgu/D969e7e4uJjyKVoJSkh/E0dI/fz8Dh06VFlZ+ejRI3SluJo10jQMVrpLdFPurdZXUlKS9MG2JuYJgnj69CnyQaSSERQUhARiTp8+TfE7oZOuEwjRyVBpaWn+Q6ldkqioKOiUXZ5bCYvF0tXVBYAePXpISkryFwcOHDjw119/tbW1TUhI+OreL5fLRYXBO3bsIAgiOjpaQUEBAA4fPiyU94ERBLW7k5aWpqTTWWcGdfweNGhQJ2me0Hqq6hon/B0Jq7xAfTIAMGS6S0pK8fvggAEDVq1aZWtrGx8f/1Uf5PF4SD4GKenHxMQgH/z777+F8m4oo4sEQkdHRwaDISEhcffuXVHbQjvUdnnm8XhXrlwxNTX98OGDnZ0d3Z9gDoezcuVKMoH0VVGlnTt3urm5tVR2WFhYePjwYS6Xm5ycjM4Ib9myhVb7MS3h5OSEMrUODg6itoV2uFwuUgl4+fJlx0erra21s7NDUjLh4eHGxsYdH7NZPjVwtCyi4VcfGDQbAEBWGfSuqm58HBQa/lUfbGkH9ePHj8gHyU4v69evf/z4sZWVVU5OjoWFBX2iqRTSFQKhp6cn2hCzsbERzozJyck0acO3kuPHj1taWlIl0P7u3bv169dzOJwXL15QdZyoWb6axG1JVAm+KFCZnZ2N+pIvW7aM7jZVmGZ59OgRf6ZWCKSmpurq6gpnrmaxtra2sLCgSmstISEB1U5fuHCBpo19Nof386k4MPaF7/QBAKTl4SdbyTV+7nH/UXtpnw8KaHgRBHH69OmYmBgbG5tffvmFjp5u1PLNB0Imk4nay1lZWQlnRi6X+88//4h2B3zNmjXk47t373ZkN5jL5X748OH69etpaWnV1dVmZmZUGNg8bUriVlVVBQcHW1hY6OjoIMF0Ev4eZjk5OUhNX0dHp1n9IAzd1NfXo2bO/NX5tNIZfHDt2rVkMLh//763t3e7h/r06VNlZaWZmdmTJ0/OnDmzYsWKjhewCMDl8X6xTQRjX9BcCQAgKQM6pxirfW+FfSmQt9IH37x501TDC/11CgsLv4lqhs4eCEtLSwUacCD4hSpevXoltChIEERaWtqlS5fWrFkjwq51/KXV5ubmHWy16OHh4ebm1tDQ4OzsHBIS0mHrmsfGxqbdSVwWixUdHX3u3LmlS5eihScJuhEZpjnZK5aC82qYppSWlja7wuD3wczMTJpadzVLRkbGxYsX16xZI+SudfyoqqqSNzpHjx7tSKtFNpvt4uKCDqETBBEbG0uBfXzweITJjVQw9oUpWwAAGBLwgxkY+57zzf36L3+G9MFly5YJ9PJEmf4ZM2aQbSVCQ0P//fffnJycq1evCqcxSAfp1IHw7du3t2/f3r9/P/9FDw+P8ePHL1iwYNy4cXQ3BvsCSUlJopqaoDoQCgFqk7hIoHLDH9sGjZosKasADAlYcnPRaSG1IBAr3r9/7+rqunfvXv6Ljx49mjBhgq6u7rhx44QZ/wQQrQ9SGAjp5uC912DsC1qmAAwABszYBca+Fg+zOjImv0iskpKShITENy2u26kDIUEQDQ0N/LnW3NzcYcOGoaMLDQ0Nc+bMIWuCxYoePXpofUZDQ6OTB0IyiUvtl8WtsHww9oW+4wEAtExl1/vX1FMpMoBBsFgsCwsL8um7d++GDh2Kji40NDTMnz+fcsG/bwJVVVXSBwcMGNBpA+G/AW/B2BdmmwNDEgBg0h9g7LvNIY3CKRYsWAAA33SRlAR0YioqKqytrZFsK8Lf33/ZsmW9e/cGAFlZ2a1btz569Eh0BoqS6M/w//90Qp48ebJq1SoOh2NlZYUEealCf7KapAQDNLQAAAqesxp5QSllFI6PAYDKysoTJ07wf8YCAgIMDQ3V1NRA7H3w2bNnyAc3bdokaluaxzmycJdLBhSnQNRJILgwdjV8b2g8s5/d+tEUzmJoaAgAqGvxN0qnDoRVVVWamppJSUnkldLSUhQFEWpqasXFxaIwDdMq4uLiDAwMWCzW9u3bzczMqB1ctbuM1ggV0JgJwICPicBleyXgDwPFYB/s5Ny/f//ixYvp6ennzp07f/48/4+8Eoo3Xk8hyrIg4hhw2TBiMYw11h3by2HzOIn/loN2EAMDAwaDERQUxGQyKRxWmHTqQDh06FAjI6MlS5aQVwYOHPj27Vvy6Zs3bwR6e2I6D+np6YsWLfr06dOaNWvQUeuOQBDE1atXo6KisrKybty44efnBwAGk/uAvCr0HAqceihO9k0q4XAJKmzH/I8hQ4YYGRnp6+uTV7APdip++eUXJpMpJyeXnp7OH4eepJevsnvJqSqE8KPQWA+D58KUrVojenjuniwjRfHXfr9+/aZMmcJkMkNCQqgdWWh06kDYlKVLl/r7+ycnJwNAUVGRjY3Nxo0bRW2UCEDCFogdO3asWbNGhMY0S35+/qJFi8rLy/X19R0cHCQkOvpJYzAYixYtQnqMXC4XCR8bTukLAOTuaMWnxmdZFR01HfNFDAwMgoODX758CQDFxcXnz5/vtBuDtBITE0N+qrdt27Z+/XoRGhMREXH48OHa2lr09EVuteH5hIbqEnhiBg1V0H8azNg1dqCS774pCrKSXx6qfRgYGMC3vDv6jQVCFRWVR48eHTx4UEtLa+XKldbW1lOmTBG1USIANZVG9OrVCwk6dB5KS0t1dXXz8vLmzJlz//59VCnTcdDx3oKCgrFjx5aVlQHA8D7yo/p3h/4zAAAKngNBeMXjbTp6UVZW9vLyMjMz09LSMjIysrKymjZtmqiNEgEjRowgH4vQBx8/fkwQxLx584KDg+fNmwcAWR/r9M68qK0uhydmUFcCvb4H7QPD1ZWCDk7roSBNkxkoEPr4+HC5XJqmoJVvLBACwPjx4/39/WNiYpycnN69e/eN/r9TRVJSUlFREQCkpaWJ2pb/UV1d/dNPP2VmZo4fP97T0xMJ8lJCcHBwenr6qFGjEhISUAsOADCc3Ad6DIHufaChCsozPXEgpJ+xY8f6+fnFxMQ4Ozvn5eVxOBxRWyQyCIKIi4urqKhgsVgRERF1dXVCm7qhkecQXvBvqppt3pSpJ7OuvteMqhkS96Za1zqupLwKnppDTQGoDIE5R/v3Vgn+e3pfFVn6jBkzZsyIESNKSkr4N6u+ISQtLS1FbUM7mTFjhqur6/z588U2RVFZWfnhw4cbN24MHDjwypUrixYtErVFAACfPn26c+eOkpLS06dPBaQLO8jEiRPnzZs3cODA6dOnjxs3Dl3s3k3qRlg+fCqC8kyQVa5WGrNsat8+yjT6PIZES0vLxcVl7ty5SFhEDHn//n1jY+Ply5d79eqlpKR08+bNOXPmCGHe2JyqGebR3oklmR/rahs4dSxuUTXreU7VtSf51bWfIOwolL0GxX6gY62q2vvJ4ekj+irQbdLbt2+fP3+uqqqKJPW/Lb69O0ISlMD/dnelO06PHj2kpKSkpKRGjRolwtXAjz/+SFZP3Lt378yZM0+ePAkJCeGvLaSPacNU+vfoBhqfd0cBcO2o0PjWM0MdZ/DgwcXFxT169Jg6dSoADB8+XAiTpuTV6pyILXZY/snvAATuhjh7ILgAwObwCIKAglgoSQX5XjDvuLxSL2/TyaP7dxeCVejD4OnpKYS5KOcbDoTYCUtKSiorK1ksVlVVVWFhYUFBgUjMYDKZPB4PPW5sbGSxWIqKikgAVggwGLB4ohqojQFZRajJh9pCSgIhj1nXkBRfHx/DLS/t+GhdFeSDYnuOEACys7NlZGSqqqoiIiKcnJymT58uhEnXX0mqY/EAAOYdh4Xnoa4YHR8CggsNlTBAC6btgLn/yKr09TKdPHOkkJKXs2bN6tWrV05OzuvXr4UzI4VQU8UgEmbOnNmnT583b96kp6dramqK2hwRoKamNmLEiOnTp0tLS+/YsUNAFVeY1NfXo+wIi8US/uwGk/tce5IH6lPg3VMoiE1U6p9f3vB/7d15XFN3tgDwk31llz2CoigCHVxQoIrsixYIrdKp1dqxzlidWu3YRV9fF8fadaZ2ee10ZMp0tK3awSIxKCigIDSAWLCyKGiVJSD7GpKQ7b4/rs3jTa1aISThnu9f10vMPeHj8eT+fr97ftOd7nNu0qBU9r6/Z/hkNo3NASAIjYYTON9l919YntMBwGAwjH8F7JQREhLi5ubW3Nx86dIl42A1pfj6+ur1+ldffVWlUolEIj6fb+oryvvUDTdHCCAACNAoQKsEjQIErlBzCPquAoMDQU/A7EQ6Db7cEhQbOM3U8RgxGIyVK1cePHhQIpH4+flN2nUnhBWnNJ1OJ2fFqHxTOGvWLAcHB4FA4OPjM7ETcr/K5s2bU1NTU1NTyc7akywmwMmGyzSOjhIESKvu86bQoFK2rU8pO3qkVTFiUAwZFMMjatWpc8Xyx5O0zddPnz6dnp7+7bffvv766+np6YODgxP5MawQnU5PSkoCauegn5+fUCh0dnb28fH5j47wptDWp2YzGQAAWiWUvg3fvQsMDnDtAAA8QyDiNbCfCQAxAdPSQtzv+E4Tz3pH6ay4EII1/96tUXV1dUZGxqFDhwDg0KFDf/vb34w/OnDgQH5+fn5+/s6dOyc/MA6LnvCbaeCxCBhs6KkHdf99j472ffyetl2e3dFfqVCTZ3q1hg/kfYYRRccLm+Pj41taWtzc3FxdXRUKhVqtnrgPYa0wByeZ1zTeqNYAAMASQPSbEP8+iEKh9ggAAOvWmBCLQU8Ndp382BITE/l8fkVFxc2bNyf/6uNh3YUwPj6ez+dXVlaaa3qMUhYsWMDn85VKZXNzs8FgmMyV4nclXuQKTB64/gYIAtoqz9b3Dii1VVVV6enpBEFkZGR8/vnnd30TQqMZyj5M3HZ0lzBob7Zfzc/buXNnaWmpWCwOCQmpqKiY+E9ibeLi4mxsbKqqqlpbW80dCyW423Pme9vS6WN6pKn6gPn/pkVYDNoji01+b/pzfD4/OjraYDDk5ORM/tXHw7oLIY/Hi42NJQjixIkT43+3np4e46IPpVKpUCjI44yMjL179zY3N6enp7/wwgsqlWr817JGarV61apVzc3NX3/9tUKhIPv7AICrq6vxkXmBQGBvbz/5sSUtdGExaLdGR9vKtXri1KWewMDAoaGhzs5OrVbLZDIbGxtv+3cJvU598ULPX/7ckrSU0GjIk+cGVRmdQxmdQ//uHTa+rq/24rfffrtp06arV6/K5XJyVJDiOBwOmYNSqXT87zY2B1UqFdkqheyu98YbbwwPD3/wwQfjb9dn7Q5s/o2QwwC2AM78NxS8BOoBmLcKODZkORRwGO897mfSpwbvwEpHCKy7EMKE/t7Dw8O7u28tETxw4MA777xDHm/YsGHOnDkKhWLTpk2urq5mXJNiXteuXfvXv/4VHx//8ssvb968ef369eT5nJwc48MbjzzyiFmeTLXns5bNdQTPEAAa3KwGnVryfSebzQYANzc3W1vb0tJS2v9vNGwYGlQUnOx6bUdT9MK2jWl9h//1XZP8TXnfsT4FADgwGZ4cpieH6cb6aUEZQfi5uz/11FMODg6RkZG//e1vcdUMaQJzMDIykmwQAQBffvnlW2+9BQA0Gu0Pf/iDq6trV1dXY2Njb2+vsVhS0xx3wXe7w3w2fm2z8l2IfQ/CdgBbAPNW8WdHCLmMj5/0fybObA9TpaSk0On0goICY783q2DFq0ZJSUlJDAbjzJkzw8PDNjY2prhEa2trR0fHo48+WlpaunTpUlNcwioEBgYGBgYa/0huQmY5xItcz9b3gpMv9DZCx8WcamHl99VNTU11dXVarTYoKIjsiaXraFfKikfOFajKSwitVm0gZMOqM4OqgkFlj1YPAEuE3AA++wEBO9GeDwCto7rM3mEAoDFZbF8rWws3OZKSkphM5tmzZwcGBkw0HkC2ljUYDEuWLGlubu7t7Z2cp1QtVqDIpvH9iONVnd+U36xpUWh0Bu9pvOSFzk8sEzkKTdVH7V64uLiEhISUlZXl5+c/8sgjZozkV7H6Quji4hIWFlZaWpqXl5eWljbOd6urqyOneeVyOXkDQRDEhx9+OG/evJaWlt7eXvLLL7JAqcGuz31ZD6JQ6G0EefmwKDTyk86t8c/6+M4OCAgYbajrT/9opCh/tKEOALq1+jODyoJBpWxYPWq4tWGFD5cVa8ePs+ef7L/N9CdNaMNbQMXGtnfl5OS0dOnS4uLivLy8xx57bJzvVldX19XVBQDGif/R0dHPPvvM39+fwWD09vY6OTlZWnNds2DQaQ8Huz0cbIa5wDsTi8WVlZW/NBNhmay+EAKAWCwuLS2VSCT3Vwi7u7ulUim52dOXX35JjnzW1dWFh4cDAI1G++CDD8hXenl5TVzUaIK52LJ5LIZKFAo/HIS2ciAMSg38T96PksK6Y3372c2NANA6qiscVJ4dVJUrVOR+TXSAQD472o4fbccP5LMBgEZnjBDgzLg1jmrHpK91tqXzeG7vfgp0k3TunwLEYnFxcbFEIrm/Qtjd3Z2Tk0M+DfX111+TT+PV19eHhYUBAIfDMT6W88ILL0xc1MgkYmNjH330UbLrnkKhkMvllv9Y4VQohKmpqS+++OKJEye0Wi2Lda/DAjdu3Dh+/HhOTk5RUZFOp0tPTweAd955x9XVFQA+++yztrY2EwaNJtqfvrqsNRjAzhtsPGG4Dbovg0uASgc3Rumbe2bOv3n+ZP/INbWWfDGHTgsVcqPseCsdBC4sBgCwfXz5y2ME4TEsz+ncV55T1/5AYzAIwmBPo6+Z7uX2ziecgCCzfj6LJhaLd+zYkZubq9FoyKnZe2HMweLiYrJjJwC89dZbHh4eAJCenj5240NkLfbt27du3TqyENbV1e3evTs3N9fcQd3FVCiEs2fPnjdv3uXLl0tKSsiNSH6JwWA4f/68RCKRSCSXL18mT3I4nLi4uOnTp09KsMgkhlS6A8XyW7vyikLgchbIvwODFtoqNC2l51R95wAAwJ5JD7PhRdvx4uz4QgYd6AzuAwsEy2ME0YksrxnGd/PYf1jb0qSuvQg6LXvWHI7/b2BCd/Seenx8fAIDA2tra4uLi+/cc9lgMFRWVpI5WF9fT57kcDiJiYk44oLMZSoUQgAQi8WXL1+WSCS3LYRqtbq0tFQqlX777bfG+zwHB4fY2NikpCSxWGxnZwcAR44cMX6Z9fT05HBwBwMroG1rUZ4rPH2qmqWJUNN5MDoINAYAQMNxuHJrHSNd6BptL3iKr1wk4DJoQOPyeIvDhLEPCSJi6Ta2t31blteMsaUR3ZVYLK6trZVIJLcthPeYg0ePHjXmnYeHB67LtVJlZWVkt0VylZPloxEEYe4YJkB5eXlYWJi3t/eNGzeMq+T7+voKCwulUqlEIhkaGiJPent7JyQkJCUlJSQk3PsYDrIsBr2q+oKyOH+kKF/b1gIAmQyf3Xrv0fZq6KoFgw4AgEYDoRvMiALPEKG96M2OQ2JuG395jCAynhccRrvnIXR0jyorK5csWeLp6dna2mrMwf7+/oKCgv/IQS8vr8TERMzBqWrt2rVcLpfcMbS1tfXatWs4NDpJlixZ4u7uTjb/tbe3P3XqlFQqPXXqlFZ7a07I398/OTk5KSlp6dKlNBzmsk7EqFpZ8Z2ypHCkuEDf220AqBkZzR9UFgwor6mbbr2IzgL3haBVQs8V8ImHgEcBABiG0Ff/yztqIY5wmk5wcLBIJJLL5dXV1U5OTpiDVLZ69eoVK1YAQEVFhVVseTtFCiGNRgsJCcnOzk5ISOjsvNVnksVixcXFicXilJQUnAK0dAb90LeHBg59oZM3EzQ6Z7av/VNbhbErAUA/0K8sPassKVTKigxKpYYgKhXqM4OqvP6RTq2e/Nt2DLrBfaFi+nJCFAosAcjL4NxekJeThdDZUbg4ahHg/70mFhISIpfLV65cOTYHY2NjyRzEKUBksay7EOr1+rKysszMzKysLLlcLhQKOzs7yX53aWlpKSkpZmn3hX4tQjN6c/O67voanmaUQQMAw/CV+v5X/uTwxd9oHK66phoMhkG9QTakKhxUFQwqFfpbjUU82MzltrxoO164Le8ql/eY9zIlnQMA4LYQmBzobQRlL49v99Ufg/AOxESMOXjs2LHW1laBQIA5SHEREREikYg8dnZ2trTOG7dllXOEAwMDubm5EokkNzfXOPHg6enZ3d2t0WgaGxvJHiLIWnS/sUuRK3mspum16Y5+PDYAnBpQFg0q3/ae1qbRlQypzgyqSoZU2p/+rc7msmLs+FF2vEVCLg2A4ThNEBEriIirdgxc9WmNUjmq0BJQvIdoO88P3pTOb3ns+CGGHT6CPZEGBweNOWjcjsrDw6Onp0ej0TQ0NMyZM8e8ESJ076zpjrClpSUvL08qlZ4+fVrzU3Nkf3//FStWqFSqbdu2vfzyy1lZWadPn8ZCaEX0fT3DJyWE5jZbGj17ozv3pyYvTBrtQRturD0/xo7vyWYCAMvTix8eLVgeyw0OoTGYALAUoPV/onMrWgr2flBnLzzTBsFXvwqd5aL8rthmZepkfqipqqurKy8vLzMzc2wO+vj4kBNCzzzzzOuvv56ZmZmXl4eFEFkRKyiEdXV1OTk5UqlUJpOR968MBmPp0qXJycmpqalz584lCEImk/X19YnF4qysLIlE8swzz5g7anSvVFXnaSwmoQEAaB7VkUOY7RodAMzkMHl0WpgNb4UDP8aOb8ugA53OmRvAD48Wxj3E9rnN1x0Wg5byoHfwjF5529UHaVA+pBrRG5TFp7EQjse95GBFRQXZgzAzM1MikWzbts3cUSNz0uv15ObV27dvf+WVV6Kioix5txYzF0KtVpuYmFhYWEj+cc+ePWFhYXFxceTEQ05OzrFjx4w963g8XkxMTHJyslgsJvu/kIwr0Mjmv0VFRf39/diN0FoYhodAf2vNi7RvxJ5JBwC5RufOYvzB1W6ruz2bRqOxOdwFwYLwGEHsSqbz3XccFUTGOVWUzhdwvleMlgyrVsqKCc0ojY0Pht6GXq+PiYkpKioi/7h3797FixcnJCQYczA7O7uhoYH8qTEHU1JSxu7GPjYH2Wx2cXEx2RR0cj8KsiAMBiMhIeGTTz7p6ekhCILL5Zo7ojsxcyE0GAzGDi8AIJfLOzo61q1bd/Lkyf7+fvKkm5tbSkpKSkpKTEzML/02S0pK+Hx+WFjYsmXLioqK8vLy1qxZMxkfAP16HR0dx44d6+npefjhh3NychbaC32Zt3p4bnW3GztHaMOgA4Ph9Owu21Vr6HzBvV9CEBnf897uWDv+94rR/AFVor1SVVnGXxppio9n5hpHAAASKElEQVRj7QiCGJuDbW1t06dPf+KJJ06ePNnX10eedHV1JXMwNjb2DjnIYrGWLVsWHh5eWFiYm5u7bt26yfgAyFKJRCInJycej/f++++/+uqrsbGx5o7oF1nc0CiPx5PJZP39/T4+PklJSWlpaQ8++OBdG0zs2rWLPBCLxUVFRRKJBAuhxXJzc5szZ057e3tWVpaHh4fK0RF++ckG1nRv+yd+/2svwXRx48wNiFdXv9vWXzyk1BPESHE+FsJ7xOVyybkGMgeTk5MjIyONey//khdffJE8EIvFhYWFEokECyGVaTSaL774wt7eXqvVfvrppwsWLDB3RHdi5lWjo6OjNjY2wcG3dre5fv36J5984uDg4OXldX8LXpqammbOnGljY9Pd3Y090ixTf38/j8d78803p02btnbt2o8//vil0AVdb/33nxvbfudi68VhAkClQl09Mvq0t5vH3w5yg+5n86P+f3zc9/cPEurbflRrv/J1W+otmnGqArBl18/odDo+nz82Bz/66CNnZ2eRSHR/C15aWlpmzJghEAi6u7stfEAMIdLk3RGWlJT88MMPQUFBbDa7qqoqISHBx8cHAKZNmyaTycjXbNq0CQBiYmLu+yozZsx44IEHampqiouLreL5FQpisViHDx+Oj49fuHDhkSNH1qxZI5w3Tz88tPujdwlCT2g0ABAyzT7Ehe7yxof3VwUBQBAZ3/f3D2Lt+D+qBwsGlaF9Per6S9zA+RP6UazM+fPnL1y4MHv2bLVaLZfLHR0dyV2THBwcjDm4ZcsWALhz8/o78/LyCgoKunjx4tmzZ8nVpAhZuMn7ghwWFrZly5azZ88ePXpUIBCYbiI9NTUVACQSiYneH42TUCjcsGFDeHi4QCDYuHHjvHnzAMDut09OP1Zov3ErPzxaEBnnuPUl7xPfCSLvtI/BnbF9/Vie02Pt+QCQP6AEAGVR/kR9BCu1cOHCP/7xjzKZLCUlxdnZefHixSa6ELl/NeYgshaTVwjpdPqnn3761FNP6XQ6sVhM7j1mCmQSZmdnW2OvACpjuro7/v5Z9w8z3N5Pt1uzgW473o4k/OWxQQKOM4vRptFdUWlGiqleCBkMxv79+9euXQsAzc3Ns2bNMtGFyC+j2dnZBoPBRJdAaAJN3hzhP//5z5s3b4aGhup0uoaGhtjYWH9/fwAYu5uuXq+n0+njbMhLEIS3t3dra2tlZaVx5gNRkOpCWfvTj7/c0vvvnuHn3O23utt7ZZ1hec80d1xmk5mZWVtbGxoaOnfu3N7eXuMd4X/kII1GG//+Rz4+Pjdu3CgvLw8JCRnnWyFkaoxJaw2+YMGC5cuX+/j4zJ49OyQkxNnZ+VYEDIbxNeOvggBAo9GuXbtWWVnp6uo6nqmOOzt+/LhUKvX19c3Ozi4pKZk/f/7YD4IsAcvNY+jfX8KoSto/ojAYHptmw/Tw5P5mkbnjMpuAgICoqChfX18HBwdPT0/j+QnPQQD48ccfz58/7+zsPJ4p/zs7ePBgQUEBWc6ff/75uLg43L8Q3Z+p+e9mAqcokpKSjOsITp8+TS4uAIDY2NjIyMiysrKYmJienh6FQjH+a6EJRmfwl0Uus+UJGPQ6peamRjdC+WnCSTOBOSgWi0tKSsjjwsLCtLQ08nj16tXOzs7Nzc0ZGRlMJhOnQtB9m5qFMCoqyt7evqam5vr166a7yunTpxMSEmxsbHg8nrH3N7Iogog4No22zIZLABQOqtQ/VOn7+8wdFCUsX77cwcGhvr7e2Blqwg0PD3d1dfH5/Ly8vObm5vr6ehNdCE15U7MQslisxMREmKAvpH19fR0dHR0dHcZmNwCwa9cuoVB49erVr776SqPRYDcpy8QLi6CxOTF2fACoHhkFg75FHNH32T5CrTJ3aFMci8VauXIlABw/fnz87/bzHNRqtc8//7yNjQ0AZGVlpaamBgQEjP9CiJqschume0E+oBYREWFsovir6PX60tLSGTNmPPPMMwqFwtHREQC6urpEItGRI0cmOFZkSs0rl7a0tnRo9QsFHAAwAPTQmZ6enp4HjuHeTCaVmZn56KOPLlu2zDiw+avo9frvvvvOy8tr+/btAwMD5HfN7u5uNze3zMzMiQ4WUdrUvCMEgBUrVrDZ7NLS0p6ennv/WyqVSiqVPv300yKRKDIy8osvvgCAt956KysrKysr67XXXjNZvMgkhqVHdf09R3qGLytv7RnUp9U/Udusu9neuWureWOb8lasWEF2azNuWH8vxuZgRERERkYGAOzdu5fMwUlb3IcoZcoWQjs7u4iICL1ef/Lkybu+uLOz8x//+EdycrKjo2NKSkp6enpHR8ecOXOmTZs2CaEi0+n99C/w07Z5YxE6rbqmWnP1yuSHRB1CoTAyMtJgMNxLDnZ1dX3++ecpKSlOTk7GHPT19TUuL0fIdCyu6fYEEovF+fn5Eolk/fr1t33B9evXpVJpTk5OUVGRTqcDADqdvmjRIrLR8KJFiwCgrq6Oz+eTrxcKhWMXnSMLp+vqMPy0iEmu0V0cGQWAQf1Pj3jrDarvK9i+fuYKjwrEYnFeXp5EItmwYcNtX/DzHAQAf3//tLQ0Yw42NjYac1AgEIhEoskJHlHHlJ0jhJ82lOHz+T09PcbmvwaDobq6WiqVZmZmGpeZcbncZcuWkZtdeHh4mC9kNJE0N661PfmwYUSxr73/4sjoXB4bANQG4rxCfcrfk0anO2z+k8NGHCA1ofb2dpFIxOVye3p6jMXMmIM5OTnff/89edKYg6tXr8avm2iSTeU7Qk9PzwULFlRVVRUWFsbExJSWlpL17+bNm+QLHB0dY2JikpKSUlNTbW1tzRstmnBMVw9CM0oeJ9gL1jrbAECPVr/2agcA0Lh8lqeXOeOjAA8Pj+Dg4MrKyoKCgvj4eDIHjx492t7eTr7AwcEhNjYWcxCZ11QuhAAQFxdXVVW1devWrq4upVJJnvTx8RGLxSkpKeHh4dgOZgqj8/ncBSGqC7Lb/9igxx0KJ0FcXFxlZeX27du7u7tHRkbIkzNnzjTm4F13OkTI1KbmP8GmpiaJREJOPLDZ7KamJgDw8/MLCwt7+umnlyxZMiFNpJDlc/6vN+RrH5rJZdn/9I2HTacFC7l0Ht9x2066Dd6CmEpTU9Pp06elUmleXt7YHFy0aNHvf//7iIgIzEFkOabOHCFBEJWVlRKJRCKR1NXVkSfZbDaDwVCpVBKJ5MKFC6tWrcrLy9u5c6d5Q0WTSV17seO5jcToqEE5AgDA4tDpNPvNzzmsf9rcoU01BEFcuHCBzMHa2lryJJvNZjKZSqUyKyvr4sWLjzzySG5u7q5du8wbKkJjWf0doU6nKy8vz8zMzMrKksvl5EmBQBAVFZWWliYWi19//fWPPvpIJpOx2eygoKBjx46ZN2A0ybiB871PyhQFueoLZQa1iuMXIEwQM13dzB3X1KHX68vKyn4pB1NSUt544419+/bJZDIej4c5iCyQtd4R9vf3FxQUSKXS48ePDw4Okie9vLwSExOTkpISEhLYbDZ58uzZs9HR0X5+fuvWrVu8eHFDQ8Ozzz5rvsCROR0+fLijo2P16tXl5eWNjY07duzg8XjmDspajYyMnDlzJjMzc2wOuri4JCQkpKWljc3Bc+fORUREzJ49e8OGDcHBwVeuXNm2bZv5AkfoZwiLtGbNmtHRUfL4m2+++eabb8jj5ubm/fv3JyUlGXMMAPz9/Xfu3FlSUmIwGH7+VjqdjmzOVFdXd/ny5du+BlFEX1/fnj172traCIJ49913zR2ORVu7dq1KpSKPMzMzDx06RB7fXw6SvSlqamowB5EFstCh0XPnzun1evK4qamJIIg9e/ZkZ2dXV1eTJ5lMZnR0NLnwbMaMGXd4KwaDsWLFiq+++urEiRMvvviiqSNHlozH47m4uPT09LS1teGGsXdWUlJifMK9qalJo9GQfc7G5mBUVJRYLBaLxXfNwYceeujAgQM5OTk4O4gskNW0WMvLy6uurubz+UlJSfv3729rayssLNy2bdudM5A0gVujIat26NChwcFBkUh0/fr1iIgIc4djZU6dOjU2B+Vy+ZkzZ7Zv3445iKydhc4RikQikUhE7jfd3t6+ZcuW+fPnGwyG6OhoDofza99NoVA4OztrNJq2tjY3N1wlgdDdeXt7u7u7G3Nw06ZNixcv1mq10dHRxj5N906pVDo7O6vVarlc7u7uboJ4Ebp/Zh4araqqKisre/DBBxcsWHDq1CkOhxMZGUn+6OzZs+RChvfee48giISEhPu+ilAojI6OPnny5IkTJzZu3DghkSM0NcjlcqlUOnPmTGdn54qKiuXLlwcGBpI/KigoEAqFAPDXv/5Vo9HExcXd91X4fH5MTIxUKpVKpZs2bZqY0BGaIGYeGp01a9aWLVuys7M7OjoaGxuNz/9NOByZQei2bG1tN2/eLJPJzp8/7+Hh4eVlqrZzmIPIYpm5ENrZ2WVkZKxdu/a1117T6/WXL1820YXEYjGdTi8oKDA2eUIIAYCtrW1eXl5UVNS6detCQkLef/99E10oOTmZwWAUFhYODw+b6BII3R8zzxEeOHCgoaEhJiYmJiZGrVZLpdK0tDQAaG9vd3d3J5swkWljY2MzzmuFhoZWVFQcO3YsNTV1/JEjNDWUlJQcPnw4KirKzc2tpqZm9uzZ8fHx8LMcJAhi/E2xly5dKpPJjh49umrVqgkIHaEJYqGLZUzh7bfffvnll3/3u9+R+84jhCbZe++9t3PnzieeeOLgwYPmjgWh/0OhQlhfXx8QEODk5NTR0YEN7xGafFevXp0zZ46jo2NnZyfmILIcVvMc4fj5+/vPmTOnt7e3rKzM3LEgREW+vr5z587t6+srLS01dywI/R8KFUIASE5OBly3hpD54NpRZIGoVQjJJMzOzjZ3IAhRFOYgskAUmiMEAL1e7+7u3t3dXVdX5+/vb+5wEKIcg8Hg6enZ0dFx6dKlBx54wNzhIARAtTtCBoORlJQEODKDkJnQ6XTMQWRpKLdw68knn/T29n744YfNHQhCFLV+/XpPT098lBBZDmrdEQJAYWHhypUr/fz8AKCmpuall14yd0QIUUthYeGKFSvmzZsHAHV1dS+88IK5I0JUR7lC2NDQMDAwQB4PDQ2ZrqkbQui2Ghsb+/v7yePh4eH6+nrzxoMQ5QohQgghNBbl5ggB4LnnnrOzswOA4eHhe9lTFCE0sXbs2LFnzx4AUCgUIpHI3OEgqqPiHeGHH34ok8lkMtnf//53c8eCEBXt27ePzMH09HRzx4IQJQshQgghZISFECGEEKVRq7MMACgUCg6Hw2KxAECn06lUqvHvdIgQuneYg8jSUK4QIoQQQmNRd2i0tLRUJpMZDIbMzMxz586ZOxyEKOfcuXPl5eUAUFlZmZ+fb+5wEHVRtBBqNBoul3vixIm2tra+vr6FCxeaOyKEqGV0dFQoFGZnZ1+6dKm2tjY0NNTcESHqomghZLPZQUFBdDrdzs5OKBTu3r3b3BEhRC0cDicwMJDNZl+5cqW7u/uVV14xd0SIuihaCIeGhh5//HEfH5/u7m6CIBgMhrkjQohaBgYGHn/88VmzZs2dO1elUrHZbHNHhKiLootl9Hr90NAQANjZ2Q0PD9vY2NDpFP1OgJBZjM1BpVLJ5XKZTCo2ukKWgKKFECGEECLhbRBCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFKw0KIEEKI0rAQIoQQojQshAghhCgNCyFCCCFK+18JjCmDbfEuoQAAAo56VFh0cmRraXRQS0wgcmRraXQgMjAyMi4wOS4xAAB4nHu/b+09BiDgZYAARiDWBGItIG5gZGNQANIsUIqDQQNIMTOxOYBpFnYIzQzjo9PsDGjyYD4TVJyJGS4PoRHmQ23FYSwBaUawKYyMg4XmBoWpOAODBAODJAMjEwOjFAOjNND3CsycGUzMLAksrBlMrGwJrDwKbOwZTGwyDOwcCuycCRyyDBxyDJxcClzcGsw8vAo88gy8fBpMvPwM/AIM/AoM/IoMAmIJAoIZTIJCCYJKDELCDEIiGUzCygzCKgzCqgwiogkiagyiYhlMouoMYhoMIkxszCysbOycbIJCIqJiAuLfGCGxDQaaxm97DqhqNx8AcaZKzj4gPU8LzP7muvLA9dNz94PY75d0HOi/wr4PxOZZb3xgQ9o7MPvPzSf7jfKV7EHsQ0f5DvwJZnEAsack5BzoXCwJZq+JaTmwM7oUzA68OO3AudJlYPW75h098ELkIpitnPPlANOW32B20sRl+/4kzrIDsTv2G9ofydwMFv+yo8FOKNcUbM4WLi6HVac6wOJtS9Md5MNtwGzV/40O8zuNwG7uO7PB4dXjZoj7f+xzUF0lC/Fj7kWHrVf7bEFsY8fDDrtjD4D1niqe4nD1zysw20zJ7kD730yweu+Tuw60h08Esxc11h6wZd8IZq/5euLA/W9uYPbPqqgDEa58YHY6++z98/d4gd3pWe5+QO/RXDBbVGvzgcWhrWD260sfbB9enwB2m2OUvIM6gxJY3K/spf3z1SfBYWu9x8lBVOwZWA371TcOiYGMYPNvyEx0eMFkBWYHqp51CEmqBLPrZRkc/xxrA+u1evTYoWG6GtjMDPc2h1lmgWC2GAB32sM6cR0lKAAAA5h6VFh0TU9MIHJka2l0IDIwMjIuMDkuMQAAeJx9VstuJDcMvPsr9AMj8CVKOvqxWC8Cj4HEyT/knv/HFtW2uhdLZOxDi1NNFosPDQ+XeeOHEp8/X/7497+yP/LyADv9z/+cs/yjRPTwVuKhPH37/uNenj8en74sz+9/3z/+KsbFBO9Q4V+xjx/vb18WLs/lZtVIZ2vxhADEvVCl9Sk7jhzIYT66lptU9zYD8BtSy3u5tSpj9knlxlVU+tAEaYdP6cRq5UaVVdyy6K3cI+ag3toMpHlzyZAePrn2geBIv7pao5kAewAF5GgI0qvk3cUT4AigVp8KkQA0IqcMOIOkIQlXlqJ1qHbJ8mY6Eu+s1LhwRUGtZ1ryKpBX7i3IMdKJfDKkRPQOANLBsU53U86QGkiqKk1lAKDETTKJOAoECacpvmdkzqh6BmyoOVVpbGCMOqn1IRkwyiOVm09SeCQfPlKPUR6IzhOe8H3X1skyYJQHfesS1bkF226cxp5AttrEZl99SYq2z+ojtJDT+xgjmsRcG2eqS9THazP77MaIntEUWUDGcFFI2UiGpx515eM6YyYYUrZhWRnFymtwQzJDx+rQ5hjfDNoC2uCrU5fovGY8NdMdTfYavqYzaY+X0CTBJIH2gDrGd84x4yWmMXhk0HF4NVY08ho7kZl2CBrtdS0NZnZFC7B3DGa2Z+hwytGUDs0woLmmGIOVf5uoZwcSb+TdpAIk9hDm7dhdrNxGlpIqkOiMAZ+Gh4aZb5n4GnVCHdGfqG3M3dQxU5pRJq1k0nWuJTZ7s9RnVKnHPGJxhJwk1GYqUhQJ9cZAdl7tQm7p4tSokaNENKiFrgMbJEdGiQbMXYgjI3EVzZBGiyejg9whkpPMmQJ50eTpgslXeByzZbJ/u7/8coEdV9rT+/3lvNLiT857ax3tvJ3WuZ130Dr7edPgVPS8TuIo/bw11nmclwPD5fY+4Q8er5s+DDsatiNOZUfDojLE2O456CHmjs/xei87Hge/jim5bFQGi/OM/g5W1wXJ4KXXPbgM+2eBLNGC3GWtaXDlU8alI4w7VdHDoifGQm2kv9OVYBuWnXBcYovzTln6YdGds4xPyxkrdEVmsjFH5fDqVkZD2kh2S6GL88BcXYaWI3+5Tqcty85dVwfEjF2m7bBszto/LWf0AT+QTbYaGjKHkJuPBWcIeWZhq/fQA+cgBGdIa5tPdPy1v+P89XMPzw8/AZ/b54lcqAOrAAACiHpUWHRTTUlMRVMgcmRraXQgMjAyMi4wOS4xAAB4nGWSvW5bMQyFX6VAFwe4EfgnUpTRKUsmp3vQoQg6timKjHn4HslFzaLLtUiTh58O9fz45YVfTs+PX+5eTg/7d38eTp+e7i7XvPx4OT3989/f45++jxd8L7eMXPP/qe4E4/vh/RSNhTUOaU56nL0xcfDBrZMMP87WXJMViaF92EpwusihTXwkKrQ5p42DWmgPQok07p5oIR8+Vmwjx8CMrixogZhoynFPTVNHHmdqnqaymozYY2WkszGja6gFZFa1dJU1Som77D7m6Hncc2NlHM44xYhEjat1WhkoUHRf48y7C9TvrUkQ7oUcq7itXG8yMraYqOyR1ob5iAMa7lve0ZiJIoVVYwhS2gwW+ioSkbz2GWn2AwfKJNkUGQQHUQ4I3vOGBsUq6sapWyqd4SH+w01Zt1SwUoczSrQ5sSRcZ+3EFXdEJnACCqPb7arjqZowz4j2MOxNXRl7G6pxxWZ298MaSteu11DsKZHBH7GZRQnCglWG63ZXGG2QwZZiPxByseWjZxjLehBkErZsjIwOPuiKZawMKXxZmfTAJEww1w7AWItfMQkto+EJ1r6dT9qXcthMg5eBeHi+M93Qjl3TGq4YNRpR7JclroKHfXd8fXv9/vnX689JbR0vr2/f8Owm3yLhKSWSqbfIaNotYp+9RH160ZQZJdI5SqXOLJFNLjAskwuN8uSC0ydXnMkFRycXHMgUHKgUHPHJhUdicgGiKYVHdEp1x6ZUe/qUApRTqj9QqgbB2IIUUwrSmFKJIFSIlKYWJJ9aicbUQsQxtRCpTa1IKK5IObUurU+tW8OgAqVQLlCCt1Af0Xj/DUrecoOWayupAAACcnpUWHRyZGtpdFBLTDEgcmRraXQgMjAyMi4wOS4xAAB4nHu/b+09BiDgZYAARiBWA2J1IG5gZGNQANIsUIqDQQNIMTOxOYBpFnYIzQzjo9PsDGjyYD4TVJyJGS4PoRHmQ21FM04ZLMyIyzY0aUawYYyM9KK5QUEnwcAgycAgxcDIxMAozcAoA/SkAjNnBhMzSwILawYTK1sCK48CG3sGE5ssAzuHAjtnAoccA4c8AyeXAhe3BjMPrwKPAgMvnwYTLz8DvwADvyIDvxKDgHiCgGAGk6AQg6BwgrBIBpOwMoOIaIKICoOoGIOoeAaTuCqDCBMbMwsrGzsnm6CwiKi4gPglRkhcgoGa8dueA6razQdAnKmSsw9Iz9MCs7+5rjxw/fTc/SD2+yUdB/qvsO8DsXnWGx/YkPYOzP5z88l+o3wlexD70FG+A3+CWRxA7CkJOQc6F0uC2WtiWg7sjC4FswMvTjtwrnQZWP2ueUcPvBC5CGYr53w5wLTlN5idNHHZvj+Js+xA7I79hvZHMjeDxb/saLATyjUFm7OFi8th1akOsHjb0nQH+XAbMFv1f6PD/E4jsJut9zg5iIo9A7P7zmxwePW4GcyemnvRYevVPlsQ29jxsMPu2ANgvVaPHjs0TFcDm3+qeIrD1T+vwOJmSnYH2v9mgsPE++SuA+3hE8HsRY21B2zZN4LZa76eOHD/mxuY/bMq6kCEKx+Ync4+e//8PV5gMz3L3Q/oPZoLZotqbT6wOLQVzH596YPtw+sTwG5zjJJ3UGdQAov7lb20f776JDic3//Y56C6ShZsZr0sg+OfY21g8Qz3NodZZoFg9WIAwFq3gW7hw2gAAANpelRYdE1PTDEgcmRraXQgMjAyMi4wOS4xAAB4nH1W225UMQx871fkBzbyJXaSR9oiilC3EhT+gVfE/4txDs3ZCovtPpx459jj8SXl4eoXvivx+fr45efvsj/yeAc7/ec75yw/lIjunks8lPuPnz5fy8Prh/s3y8PL9+vrt6Kj6MQ7VPg99sPry/ObhctDubTaSKdZPCEAcS9UaX3KjiMHcjQfXctFqrvNAPyD1PJSLlZlzD6pXLiKSh+aINvhUzqxtnKhyiresuhWrhFzUDebgWxuLhnSwyfXPhBc8LtrM5oJsAdQQI6GIL1K3l08AY4AavWpEAnARuSUAWeQbEjClaVoHapdsryZjsQ7KxkXriho65mWvArklbsFOUY6kU+GlIjeAUA6ONbp3pQzpAaSqoqpDACU2CSTiKNAkHA2xe+MzBlVz4CGmlMV4wbGqJO2PiQDRnmksvkkhUfy4SP1GOWB6DzhCb93tU4tA0Z50LcuUZ1LsO2N09iz3P+CT2rSMRnRJLNbyxKXKJBVkzb7amFSTEhWSokCebXW/rZjhM94iiwgY7ootDSS4Vkh0TGg2SsLGskhlpPMmY5kW6m7zhgfhuo2WlZxsfIUvY5kBtZCNLM5Jj2DekANvjp1iSa1xlOzEiHfp/A1nUl7vIR+CiYJdATUMelzjhkvMY3BI4POw2tjRc+vCRWZaTPh+7T2CzO7orLsHTOcIflwytG/Ds0wy7n6Kkf+NscYHUi8kTeeKpBYWRjNY82xso0sJUjyFHtjwGfDg2E9WCa+Rp1QR7QyuiBGdOqYKc0ok0H6DpohUnM1TpFRpQFzF+LwKa6iWTtpFAkJTxdMnwI4pmX5fLw+vrtEjmvl/uX6eF4r8Sfn3bGOdt4Q6+znPbDO/dz2OBU9V3ocZZybe53nuaAZLtu5hlt4vN22YdjRsaFwKjs6lkVDjB2dgx5i7vgcr/ey43Pwg0K3W43BYhOCfC1Y3S4pBi/dNzF20TKcEi3RgtzNZtHgyidm6QjjTlX0sOjmip0gQZh3uhJsw7ITjotkcd4pSz8senoefy2nn9AVmcnGHJXDq1sZXYXHq1sKDXFhkdu5aZGu7ExjeYVFN0MMQgsBZOeuqwkgyeasqw3QBzt3NHBblpNhyAxJdDOM3r3t1Di//fOE57s/zN7HcfpL2UcAAAJmelRYdFNNSUxFUzEgcmRraXQgMjAyMi4wOS4xAAB4nFWSPWvcMQzGv0qhywV8Rm+WbP/pkiyZLt1DhnJ0bFNCxnz4PvZBoy7GkqVHP0l+fny58vX0/Phydz3dv+F42MY+Hk7fnu4ut0f5fT09/ff273pLfvh6wXn59MjNv0++f/vyceqVKKScqYqraJTDazNzLVTJR5i2crTaxEaUM1dS0rE8w6OPcpaK2MblMISLLaGVxVIOrWQStrJiRGvL4zysQzq0BVk5pHLzUaDr3fuyrY/ei9SmLF4Orl10bEAdiorHKmAqK8mIPZZHGhszsrpaQGZFS1NZpZS4yc5jjjYWDivjciywHgMxrtZoeaBA0XyVM28uUD9blSDW5WMVt+VrVfqILSYqu6TVbt5jjcR9yzsSx0CQVqbeMRLcjDV8BYnIuOUZRtoKLjQGyaYYQd1WIiB41+saFCuoGQ/dUsMZM8QbOmXdUsFKDZNRos3pFT1jmYwW0SM8gRtQGNluNx0fip1i9ES7mKFPVy6Koho3bGZ3L1YR2n0DNexpwIOH2MyiBGHBKsN1T1cYaZDBltAzvojr4AXTtaE9OHi4CCLE+/D195g4GBGNZNWJymgtoOqk5a78eH/99f3t9c+kuq6X1/efVX3ypyU05dPiMTVFtmnpLWZLVp+eLJ+RrDZ7UtE5kmWTEwzr5ETDeM04MjnzwExAbXICQmYCgmwCQl4C4skJSGJKApI+JQFhOolHbErikTYl8YhPSUBjSp4QlPKIeEpCAkNC6lPzvmhqIlKempB8aibC/jKRTk1EGlMTkkApD0k+/gIJ/Fa6HcO/JgAAAABJRU5ErkJggg==", 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\n", + "image/png": 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", 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\n", + "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -630,7 +623,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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\n", + "image/png": 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\n", + "image/png": 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", + "image/png": 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\n", 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", "text/plain": [ "" ] @@ -802,12 +795,12 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 16, "id": "5ebec1d5", "metadata": {}, "outputs": [], "source": [ - "from openfe import LigandNetwork\n", + "from openfe.setup import LigandNetwork\n", "\n", "# load a new network from this graphml representation\n", "with open('network_store.graphml', 'r') as file:\n", @@ -818,7 +811,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 17, "id": "05b277f8", "metadata": {}, "outputs": [ @@ -827,8 +820,8 @@ "output_type": "stream", "text": [ "edge 0 molecule 1: benzene\n", - "edge 0 molecule 2: phenol\n", - "edge 0 mapping: {0: 0, 1: 1, 2: 2, 3: 3, 4: 4, 5: 5, 6: 6, 7: 7, 8: 8, 9: 9, 11: 11}\n" + "edge 0 molecule 2: toluene\n", + "edge 0 mapping: {0: 4, 1: 5, 2: 6, 3: 7, 4: 8, 5: 9, 6: 10, 7: 11, 8: 12, 9: 13, 11: 14}\n" ] } ], @@ -853,7 +846,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 18, "id": "eecd0fea", "metadata": {}, "outputs": [ @@ -872,9 +865,15 @@ " -h, --help Show this message and exit.\r\n", "\r\n", "Setup Commands:\r\n", - " atommapping Check the atom mapping of a given pair of ligands\r\n", + " atommapping Check the atom mapping of a given pair of ligands\r\n", + " plan-rhfe-network Plan a relative hydration free energy network, saved in a\r\n", + " dir with multiple JSON files\r\n", + " plan-rbfe-network Plan a relative binding free energy network, saved in a\r\n", + " dir with multiple JSON files.\r\n", "\r\n", "Simulation Commands:\r\n", + " gather Gather DAG result jsons for network of RFE results into single TSV\r\n", + " file\r\n", " quickrun Run a given transformation, saved as a JSON file\r\n" ] } @@ -886,7 +885,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 19, "id": "363f9691", "metadata": {}, "outputs": [ @@ -894,9 +893,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "WARNING:root:Warning: importing 'simtk.openmm' is deprecated. Import 'openmm' instead.\n", - "{0: 5, 1: 6, 2: 7, 3: 8, 4: 9, 5: 10, 6: 11, 7: 12, 8: 13, 9: 14, 10: 4, 11: 15}\n", - "\u001b[0m" + "{0: 5, 1: 6, 2: 7, 3: 8, 4: 9, 5: 10, 6: 11, 7: 12, 8: 13, 9: 14, 10: 4, 11: 15}\r\n" ] } ], @@ -908,26 +905,18 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 20, "id": "3b0dc398", "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "WARNING:root:Warning: importing 'simtk.openmm' is deprecated. Import 'openmm' instead.\n", - "\u001b[0m" - ] - }, { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] }, - "execution_count": 22, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -980,13 +969,13 @@ "6. Carry out the necessary simulation steps (minimization, equilibration, and production)\n", "\n", "\n", - "The `RelativeLigandTransform` Protocol class in `openfe.setup.methods.openmm.equil_rbfe_methods`\n", + "The `RelativeHybridTopologyProtocol` class in `openfe.protocols.openmm_rfe`\n", "implements a means to achieve all the above with minimal intervention.\n", "\n", "Here we work through its usage for the benzene -> phenol binding free energy\n", "test case. As this involves both a relative binding free energy in solvent\n", - "and complex phases, the `RelativeLigandTransform` Protocol will\n", - "be used to build two separate Protocol `DAG` (directed-acyclic-graph) classes, one for each phase.\n", + "and complex phases, the `RelativeHybridTopologyProtocol` Protocol will\n", + "be used to build two separate `ProtocolDAG` (directed-acyclic-graph) classes, one for each phase.\n", "These `DAG`s (which contain the necessary individual simulations), are then executed to yield\n", "the desired free energy results.\n", "\n", @@ -1052,7 +1041,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 21, "id": "0b6c9ec3", "metadata": {}, "outputs": [], @@ -1071,13 +1060,13 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 22, "id": "8c6d6504", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "" ] @@ -1095,7 +1084,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 23, "id": "23b778d6", "metadata": {}, "outputs": [], @@ -1158,16 +1147,16 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 24, "id": "7d9fe95a", "metadata": {}, "outputs": [], "source": [ "# Settings can be accessed from the various classes\n", "\n", - "from openfe.protocols.openmm_rbfe.equil_rbfe_methods import (\n", - " SystemSettings, TopologySettings, AlchemicalSettings,\n", - " OpenMMEngineSettings, SamplerSettings, BarostatSettings,\n", + "from openfe.protocols.openmm_rfe.equil_rfe_settings import (\n", + " SystemSettings, SolvationSettings, AlchemicalSettings,\n", + " OpenMMEngineSettings, AlchemicalSamplerSettings,\n", " IntegratorSettings, SimulationSettings\n", ")\n", "\n", @@ -1178,7 +1167,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 25, "id": "2cf07be4", "metadata": {}, "outputs": [ @@ -1186,7 +1175,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "constraints='HBonds' hydrogen_mass=None nonbonded_method='PME' nonbonded_cutoff= rigid_water=True remove_com=True\n" + "nonbonded_method='PME' nonbonded_cutoff=\n" ] } ], @@ -1198,7 +1187,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 26, "id": "43d9a59a", "metadata": {}, "outputs": [ @@ -1206,7 +1195,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "constraints='HBonds' hydrogen_mass=None nonbonded_method='PME' nonbonded_cutoff= rigid_water=True remove_com=True\n" + "nonbonded_method='PME' nonbonded_cutoff=\n" ] } ], @@ -1217,74 +1206,30 @@ "print(system)" ] }, - { - "cell_type": "code", - "execution_count": 32, - "id": "511f57fd", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "SystemSettings(constraints='HBonds', hydrogen_mass=None, nonbonded_method='PME', nonbonded_cutoff=, rigid_water=True, remove_com=True)\n" - ] - } - ], - "source": [ - "# A complete set of settings is created via the RelativeLigandTransformSettings class\n", - "from openfe.protocols.openmm_rbfe import RelativeLigandProtocolSettings\n", - "from pprint import pp\n", - "\n", - "# There are non-optional settings which need to be set\n", - "# we set them here\n", - "settings = RelativeLigandProtocolSettings(\n", - " system_settings=SystemSettings(\n", - " constraints='HBonds',\n", - " ),\n", - " topology_settings=TopologySettings(\n", - " forcefield = {'protein': 'amber99sb.xml',\n", - " 'ligand': 'openff-2.0.0.xml',\n", - " 'solvent': 'tip3p.xml'},\n", - " ),\n", - " alchemical_settings=AlchemicalSettings(),\n", - " sampler_settings=SamplerSettings(),\n", - " barostat_settings=BarostatSettings(),\n", - " integrator_settings=IntegratorSettings(),\n", - " simulation_settings=SimulationSettings(\n", - " equilibration_length=2.0 * unit.nanosecond,\n", - " production_length=5.0 * unit.nanosecond,\n", - " ),\n", - ")\n", - "\n", - "# Individual settings can be inspected directly\n", - "pp(settings.system_settings)" - ] - }, { "cell_type": "markdown", "id": "a93d4daf", "metadata": {}, "source": [ - "The `RelativeLigandTransform` class can directly populate the above set of default\n", + "The `RelativeHybridTopologyProtocol` class can directly populate the above set of default\n", "settings through its `default_settings` method." ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 27, "id": "2da2945b", "metadata": {}, "outputs": [], "source": [ - "from openfe.protocols.openmm_rbfe import RelativeLigandProtocol\n", + "from openfe.protocols.openmm_rfe import RelativeHybridTopologyProtocol\n", "\n", - "rbfe_settings = RelativeLigandProtocol.default_settings()" + "rbfe_settings = RelativeHybridTopologyProtocol.default_settings()" ] }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 28, "id": "85b38150", "metadata": {}, "outputs": [ @@ -1292,11 +1237,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "SimulationSettings(equilibration_length=, production_length=, minimization_steps=10000, output_filename='rbfe.nc', output_indices='all', checkpoint_interval=, checkpoint_storage='rbfe_checkpoint.nc')\n" + "SimulationSettings(equilibration_length=, production_length=, forcefield_cache=None, minimization_steps=5000, output_filename='simulation.nc', output_indices='all', checkpoint_interval=, checkpoint_storage='checkpoint.nc')\n" ] } ], "source": [ + "from pprint import pp\n", + "\n", "# Parameters can also be overriden after creation\n", "# In this case, we'll reduce the equilibration length to 0.01 * nanosecond\n", "# and the production to 0.05 * nanosecond in order to reduce the costs of\n", @@ -1323,13 +1270,13 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 29, "id": "d1829ab6", "metadata": {}, "outputs": [], "source": [ "# Create RBFE Protocol class\n", - "rbfe_transform = RelativeLigandProtocol(\n", + "rbfe_transform = RelativeHybridTopologyProtocol(\n", " settings=rbfe_settings\n", ")" ] @@ -1355,7 +1302,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 30, "id": "b3237be8", "metadata": {}, "outputs": [], @@ -1383,19 +1330,19 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 31, "id": "dd35cb04", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[RelativeLigandProtocolUnit(benzene phenol repeat 2 generation 0),\n", - " RelativeLigandProtocolUnit(benzene phenol repeat 1 generation 0),\n", - " RelativeLigandProtocolUnit(benzene phenol repeat 0 generation 0)]" + "[RelativeHybridTopologyProtocolUnit(benzene phenol repeat 2 generation 0),\n", + " RelativeHybridTopologyProtocolUnit(benzene phenol repeat 1 generation 0),\n", + " RelativeHybridTopologyProtocolUnit(benzene phenol repeat 0 generation 0)]" ] }, - "execution_count": 38, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } @@ -1421,7 +1368,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 32, "id": "981cde0c", "metadata": {}, "outputs": [ @@ -1429,26 +1376,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:openfe.protocols.openmm_rbfe.equil_rbfe_methods:creating hybrid system\n", - "INFO:openmmforcefields.generators.template_generators:Requested to generate parameters for residue \n", - "INFO:openmmforcefields.generators.template_generators:Generating a residue template for [H]c1c(c(c(c(c1[H])[H])[H])[H])[H] using openff-2.0.0.offxml\n", - "DEBUG:openmmforcefields.generators.template_generators:Generating parameters...\n", - "Warning: Cannot perform Hydrogen sampling with GPU-Omega: GPU-Omega disabled.\n", - "INFO:openmmforcefields.generators.template_generators:Requested to generate parameters for residue \n", - "INFO:openmmforcefields.generators.template_generators:Generating a residue template for [H]c1c(c(c(c(c1[H])[H])O[H])[H])[H] using openff-2.0.0.offxml\n", - "DEBUG:openmmforcefields.generators.template_generators:Generating parameters...\n", - "INFO:openfe.protocols.openmm_rbfe._rbfe_utils.relative:creating hybrid system\n", - "INFO:openfe.protocols.openmm_rbfe._rbfe_utils.relative:setting force field terms\n", - "INFO:openfe.protocols.openmm_rbfe._rbfe_utils.relative:adding forces\n", - "INFO:openfe.protocols.openmm_rbfe._rbfe_utils.relative:DONE\n", - "WARNING:openmmtools.multistate.multistatereporter:Warning: The openmmtools.multistate API is experimental and may change in future releases\n", - "WARNING:openmmtools.multistate.multistatesampler:Warning: The openmmtools.multistate API is experimental and may change in future releases\n", - "DEBUG:openmmtools.multistate.multistatesampler:CUDA devices available: (['0', ' NVIDIA GeForce GTX 1660 Ti'],)\n", - "DEBUG:mpiplus.mpiplus:Cannot find MPI environment. MPI disabled.\n", - "DEBUG:mpiplus.mpiplus:Single node: executing >\n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n" + "/home/richard/code/openfe/openfe/protocols/openmm_rfe/_rfe_utils/compute.py:47: UserWarning: Non-GPU platform selected: CPU, this may significantly impact simulation performance\n", + " warnings.warn(wmsg)\n" ] }, { @@ -1465,26 +1394,13 @@ " \n" ] }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "DEBUG:openmmtools.multistate.multistatereporter:Serialized state thermodynamic_states/0 is 1009455B | 985.796KB | 0.963MB\n", - "DEBUG:openmmtools.utils:Storing thermodynamic states took 1.208s\n", - "DEBUG:openmmtools.multistate.multistatesampler:Storing general ReplicaExchange options...\n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n", - "DEBUG:openmmtools.utils:Storing sampler states took 0.111s\n", - "DEBUG:openmmtools.utils:Writing iteration information to storage took 0.411s\n" - ] - }, { "data": { "text/plain": [ "{'debug': {'sampler': }}" ] }, - "execution_count": 39, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -1498,41 +1414,10 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 33, "id": "77accb06", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "INFO:openfe.protocols.openmm_rbfe.equil_rbfe_methods:creating hybrid system\n", - "INFO:openmmforcefields.generators.template_generators:Requested to generate parameters for residue \n", - "INFO:openmmforcefields.generators.template_generators:Generating a residue template for [H]c1c(c(c(c(c1[H])[H])[H])[H])[H] using openff-2.0.0.offxml\n", - "DEBUG:openmmforcefields.generators.template_generators:Generating parameters...\n", - "INFO:openmmforcefields.generators.template_generators:Requested to generate parameters for residue \n", - "INFO:openmmforcefields.generators.template_generators:Generating a residue template for [H]c1c(c(c(c(c1[H])[H])O[H])[H])[H] using openff-2.0.0.offxml\n", - "DEBUG:openmmforcefields.generators.template_generators:Generating parameters...\n", - "INFO:openfe.protocols.openmm_rbfe._rbfe_utils.relative:creating hybrid system\n", - "INFO:openfe.protocols.openmm_rbfe._rbfe_utils.relative:setting force field terms\n", - "INFO:openfe.protocols.openmm_rbfe._rbfe_utils.relative:adding forces\n", - "INFO:openfe.protocols.openmm_rbfe._rbfe_utils.relative:DONE\n", - "WARNING:openmmtools.multistate.multistatereporter:Warning: The openmmtools.multistate API is experimental and may change in future releases\n", - "WARNING:openmmtools.multistate.multistatesampler:Warning: The openmmtools.multistate API is experimental and may change in future releases\n", - "DEBUG:openmmtools.multistate.multistatesampler:CUDA devices available: (['0', ' NVIDIA GeForce GTX 1660 Ti'],)\n", - "DEBUG:mpiplus.mpiplus:Single node: executing >\n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n", - "DEBUG:openmmtools.multistate.multistatereporter:Serialized state thermodynamic_states/0 is 56528B | 55.203KB | 0.054MB\n", - "DEBUG:openmmtools.utils:Storing thermodynamic states took 0.071s\n", - "DEBUG:openmmtools.multistate.multistatesampler:Storing general ReplicaExchange options...\n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n", - "DEBUG:mpiplus.mpiplus:Single node: executing \n", - "DEBUG:openmmtools.utils:Storing sampler states took 0.018s\n", - "DEBUG:openmmtools.utils:Writing iteration information to storage took 0.051s\n" - ] - }, { "name": "stdout", "output_type": "stream", @@ -1553,7 +1438,7 @@ "{'debug': {'sampler': }}" ] }, - "execution_count": 40, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -1576,17 +1461,18 @@ "\n", "In a more realistic (expansive) situation we would farm off the individual jobs to a HPC cluster or cloud compute service so they could be executed in parallel.\n", "\n", - "**Note: we use the `shared` argument of `execute` in order to set the directory where the simulation files are written to**" + "**Note: we use the `shared_basedir` and `scratch_basedir` argument of `execute_DAG` in order to set the directory where the simulation files are written to**" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 34, "id": "9abc4787", "metadata": {}, "outputs": [], "source": [ - "from gufe.protocols import execute_DAG" + "from gufe.protocols import execute_DAG\n", + "import pathlib" ] }, { @@ -1601,9 +1487,11 @@ "outputs": [], "source": [ "# Finally we can run the simulations\n", + "complex_path = pathlib.Path('./complex')\n", + "complex_path.mkdir()\n", "\n", "# First the complex transformation\n", - "complex_dag_results = execute_DAG(complex_dag, shared='./complex')" + "complex_dag_results = execute_DAG(complex_dag, scratch_basedir=complex_path, shared_basedir=complex_path)" ] }, { @@ -1617,8 +1505,11 @@ }, "outputs": [], "source": [ - "# Next the ligand transformation\n", - "solvent_dag_results = execute_DAG(solvent_dag, shared='./solvent')" + "# Next the solvent state transformation\n", + "solvent_path = pathlib.Path('./solvent')\n", + "solvent_path.mkdir()\n", + "\n", + "solvent_dag_results = execute_DAG(solvent_dag, scratch_basedir=solvent_path, shared_basedir=solvent_path)" ] }, { @@ -1685,7 +1576,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.10.10" } }, "nbformat": 4, diff --git a/openmm-rbfe/benchmark_demo.ipynb b/openmm-rbfe/benchmark_demo.ipynb index 5341169..7e9b422 100644 --- a/openmm-rbfe/benchmark_demo.ipynb +++ b/openmm-rbfe/benchmark_demo.ipynb @@ -18,15 +18,7 @@ "execution_count": 1, "id": "77759687", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:root:Warning: importing 'simtk.openmm' is deprecated. Import 'openmm' instead.\n" - ] - } - ], + "outputs": [], "source": [ "import openfe\n", "from rdkit import Chem\n", @@ -142,7 +134,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "" ] @@ -162,7 +154,7 @@ "metadata": {}, "outputs": [], "source": [ - "from openfe.utils.visualization_3D import show_3D_mapping" + "from openfe.utils.visualization_3D import view_mapping_3d" ] }, { @@ -173,10 +165,10 @@ "outputs": [ { "data": { - "application/3dmoljs_load.v0": "
\n

You appear to be running in JupyterLab (or JavaScript failed to load for some other reason). You need to install the 3dmol extension:
\n jupyter labextension install jupyterlab_3dmol

\n
\n", + "application/3dmoljs_load.v0": "
\n

You appear to be running in JupyterLab (or JavaScript failed to load for some other reason). You need to install the 3dmol extension:
\n jupyter labextension install jupyterlab_3dmol

\n
\n", "text/html": [ - "
\n", - "

You appear to be running in JupyterLab (or JavaScript failed to load for some other reason). You need to install the 3dmol extension:
\n", + "

\n", + "

You appear to be running in JupyterLab (or JavaScript failed to load for some other reason). You need to install the 3dmol extension:
\n", " jupyter labextension install jupyterlab_3dmol

\n", "
\n", "" ] @@ -282,7 +274,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -291,7 +283,7 @@ } ], "source": [ - "show_3D_mapping(mappings[0], show_atomIDs=True)" + "view_mapping_3d(mappings[0], show_atomIDs=True)" ] }, { @@ -309,7 +301,7 @@ "metadata": {}, "outputs": [], "source": [ - "from openfe.protocols import openmm_rbfe\n" + "from openfe.protocols import openmm_rfe\n" ] }, { @@ -321,17 +313,17 @@ "source": [ "# generate default starting settings\n", "# these are relatively sane, but can be tweaked\n", - "settings = openmm_rbfe.RelativeLigandProtocol.default_settings()\n", + "settings = openmm_rfe.RelativeHybridTopologyProtocol.default_settings()\n", "\n", "# tweak to hearts content\n", "settings.simulation_settings.equilibration_length = 6 * unit.picosecond\n", "settings.simulation_settings.production_length = 6 * unit.picosecond\n", - "settings.sampler_settings.n_repeats = 1 # number of completely independent runs, variance is std of means of these\n", + "settings.alchemical_sampler_settings.n_repeats = 1 # number of completely independent runs, variance is std of means of these\n", "\n", "# put Settings into Protocol\n", "# the settings are now \"locked in\"/read-only and can't be further modified\n", "# this is deliberate, the Protocol is now a fixed record of what you will do/have done\n", - "prot = openmm_rbfe.RelativeLigandProtocol(settings)" + "prot = openmm_rfe.RelativeHybridTopologyProtocol(settings)" ] }, { @@ -457,67 +449,19 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "5c929f53", "metadata": {}, - "outputs": [ - { - "ename": "FileNotFoundError", - "evalue": "[Errno 2] No such file or directory: './work_rootdir/18629-1_18634-1/solvent/results.json'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [14]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mgufe\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mjson\u001b[39;00m\n\u001b[0;32m----> 4\u001b[0m results \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mload(\u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m./work_rootdir/18629-1_18634-1/solvent/results.json\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mr\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m,\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28mcls\u001b[39m\u001b[38;5;241m=\u001b[39mgufe\u001b[38;5;241m.\u001b[39mtokenization\u001b[38;5;241m.\u001b[39mJSON_HANDLER\u001b[38;5;241m.\u001b[39mdecoder)\n", - "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: './work_rootdir/18629-1_18634-1/solvent/results.json'" - ] - } - ], + "outputs": [], "source": [ + "# NBVAL_SKIP\n", "import gufe\n", "import json\n", "\n", "results = json.load(open('./work_rootdir/18629-1_18634-1/solvent/results.json', 'r'),\n", - " cls=gufe.tokenization.JSON_HANDLER.decoder)" + " cls=gufe.tokenization.JSON_HANDLER.decoder)\n", + "\n" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4444350c", - "metadata": {}, - "outputs": [], - "source": [ - "results['estimate']" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7051229c", - "metadata": {}, - "outputs": [], - "source": [ - "results['uncertainty']" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "262f10f6", - "metadata": {}, - "outputs": [], - "source": [ - "results" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "09fa637f", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -536,7 +480,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.10.10" } }, "nbformat": 4, diff --git a/setup/Lomap_OpenFE_Comparison.ipynb b/setup/Lomap_OpenFE_Comparison.ipynb deleted file mode 100644 index 0f4ce17..0000000 --- a/setup/Lomap_OpenFE_Comparison.ipynb +++ /dev/null @@ -1,284 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "b8205f11", - "metadata": {}, - "source": [ - "## Comparing Lomap and OpenFE usage\n", - "\n", - "This notebook demonstrates how to recreate the behaviour of Lomap2 using the OpenFE package.\n", - "\n", - "Firstly Lomap, which just takes a path to where the molecules are held:" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "52e2f9e8", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[[0. 0.20189652 0.90483742 0.74081822 0.81873075 0.77880078\n", - " 0.52204578 0.22313016 0.54881164 0.54881164]\n", - " [0.20189652 0. 0.22313016 0.27253179 0.24659696 0.23457029\n", - " 0.67032005 0.27253179 0.67032005 0.67032005]\n", - " [0.90483742 0.22313016 0. 0.81873075 0.90483742 0.86070798\n", - " 0.4965853 0.24659696 0.60653066 0.4965853 ]\n", - " [0.74081822 0.27253179 0.81873075 0. 0.74081822 0.70468809\n", - " 0.27253179 0.20189652 0.4965853 0.27253179]\n", - " [0.81873075 0.24659696 0.90483742 0.74081822 0. 0.95122942\n", - " 0.30119421 0.27253179 0.67032005 0.30119421]\n", - " [0.77880078 0.23457029 0.86070798 0.70468809 0.95122942 0.\n", - " 0.52204578 0.25924026 0.63762815 0.52204578]\n", - " [0.52204578 0.67032005 0.4965853 0.27253179 0.30119421 0.52204578\n", - " 0. 0.33287108 0.81873075 0.95122942]\n", - " [0.22313016 0.27253179 0.24659696 0.20189652 0.27253179 0.25924026\n", - " 0.33287108 0. 0.40656966 0.33287108]\n", - " [0.54881164 0.67032005 0.60653066 0.4965853 0.67032005 0.63762815\n", - " 0.81873075 0.40656966 0. 0.81873075]\n", - " [0.54881164 0.67032005 0.4965853 0.27253179 0.30119421 0.52204578\n", - " 0.95122942 0.33287108 0.81873075 0. ]]\n" - ] - } - ], - "source": [ - "import lomap\n", - "\n", - "lomap_mols = lomap.DBMolecules('./molecules', output=True, radial=True)\n", - "\n", - "strict, loose = lomap_mols.build_matrices()\n", - "\n", - "strict = strict.to_numpy_2D_array()\n", - "\n", - "print(strict)" - ] - }, - { - "cell_type": "markdown", - "id": "75d32699", - "metadata": {}, - "source": [ - "### OpenFE version\n", - "\n", - "Now moving onto recreating this in OpenFE.\n", - "This will involve a few more steps than with Lomap, as various tasks (such as reading files) have been made explicit.\n", - "This is slightly tedious, but allows the process to be much more powerful as with each step explicity, these components can be switched out and a wide variety of different techniques combined." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "d06e63f0", - "metadata": {}, - "outputs": [], - "source": [ - "import openfe\n", - "import os\n", - "from rdkit import Chem\n", - "import numpy as np\n", - "import itertools\n", - "\n", - "# load molecules in the same order as Lomap did\n", - "fnames = [os.path.join('molecules', lomap_mols[i].getName())\n", - " for i in range(10)]\n", - "\n", - "smallmols = []\n", - "for fname in fnames:\n", - " if 'mol2' in fname:\n", - " m = Chem.MolFromMol2File(fname, removeHs=False)\n", - " else:\n", - " m = Chem.MolFromMolFile(fname, removeHs=False)\n", - " # OpenFE lightly wraps rdkit molecules\n", - " # to make them hashable and immutable\n", - " smallmols.append(openfe.SmallMoleculeComponent.from_rdkit(m))" - ] - }, - { - "cell_type": "markdown", - "id": "e44f6e5c", - "metadata": {}, - "source": [ - "### Simple Mapper usage\n", - "\n", - "To create the scoring matrix in OpenFE, first the `mapper` and `scorer` objects must be created.\n", - "These are separate objects representing the separation in responsibility between proposing and evaluating an atom mapping.\n", - "The `LomapAtomMapper` class and `default_lomap_score` function implement the default Lomap atom mapper and scoring function respectively,\n", - "and so are used here for the back to back validation.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "7551f09d", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Score is 0.6321205588285577\n" - ] - }, - { - "data": { - "image/png": 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PCKID+elYqaplSeu/oBnsPCt7Y5J/u3XpFg0607mCWgCoygaaJwhb5+ostuiRZ0SPPGMqLzXXKdkiF46XT+tcucsggbATeOCBB6ZOnerg4DBlypTZs2eTO0KCaOlyuar5h7wdKDpqfVxbBK8BAPRGOrOo3hZds0q9pDCaGdSVQCOHQARnXw6bigpyad1WON7dON7dWveaXQQJhB2X9kyacuM6Q24WbTSwHJ1MUTGip17giu9YRYIguiY2q0VSqM8guPWzPr52sPkcmyaOJuW2XDgRAVCDe4mc7MjHb0dB/k90RIzJVLXkVfWJo4xGYzli1unq/9yhOrDH7Z0VjlNm2rZ7BNGhhPs5Ftc0LiFw9oNHqPVxxXmYDZaHtl0/kZRrWUrfcgVhK42LEq2BZI12RNVL31AfT3oltzhbo286uKFc8VtpdfWn76uPddBSigRhE8+N6e4g+Jvv9L+fKP/jZHn79OcWcpUh54YKDI2qiwDgEYZWypQhWgsJhB2OLvO8OuUIo9Nd0hoazHTT8RsGY7nBxOi01cveYAwGG/aQIDqUSf0l4d0deZw7fJppqlGYZKKZx3/I+vV4aft2DQCScuQ0w0BxDQYVHLxg7yHgsoYGkDmODoQEwg6n7o+faJ3uLicwJrPmZEo79YYgOjyKwt7XB/b2tBdO/RbdWuxE2P9p9H8aSYtw+itc2WummWfWXvwltb1j4c0ThOEAooJcbL7An2iJ/M/ocLRZ6WCsN4LnVfpDtWrLfyV6a4I4rVHrs0htCIJo5uLAvfDhiEXTerk68IQ8tkjI5bIpChTYPPR9EBRwYS1yt9EM88y67B8SS9qzb40ThJmAdQ9CMkHY0ZBkmY5H33w7mKsxyBuryMuMZmsyHMOYVXU26BhBdGB8LmvxAwGLHwgokWvlDUZfV8HRPPmj32caA8aDYuHsN8j6FWCY4Nkv/pJDM8yLsX7t0KsSubagUgPahJpLAAVJKICYFrW2iY6ABMIOh+3uYa63xrknJY4jHK0V5ZfekFseUFwe17enbToHALh8+bJMJhs9evTJkyfPnTv38MMPe3h42LA/BNFSd1e77q52AGYN8aIo6pHvMoy94gDg7DfI2giGZkLmvPxrLsPgpbi2ioVFRUVbt24tLS01uvQD/FB9CSY9RD0hEImE3AE9nNqoXeLfIUOjHY69dCJ11yXzFIctHDG6vbpzK5qmr1+/vn//fgBr1659/PHHv/jiC1t1hiDubuZgz92vRfK5LPSKw/A3QbGR/Rty/mAYLNyY+83hojZqt0ePHm+//barq2utKBwAKi3jouEARvdzuWnhI9EBkEDY4YgefpLi8O70LMXl8PsP4vXq055daonFYk2YMIHFYgFgs9kvvvhidHS0rTpDEH9rUoRk16uRAi4LftEY/oY1Fmb+zDB4dVPe14eut1G7SqWSx+OlFeiAWyYIybhoh9O1AmFqauonn3yyevVqhmE++uijJUuWlJWV2bpTt2I5iTw+W61j8RZ1cwkUNEfEWa6OU9xFbBd3jxVf2bB7TdRqtUgk+v333+Pj423dF4K4m4n93Xe9ZomFozDiTVBs5O2wxMLXNl36ZG9BWzT6008/DYt7sEypg1ELxTVQbLgHg2TKdEjsLrUlh52d3fjx49evX+/q6spisZ588slvv/02JibG1v26VR4teuKU3RR9/rOXi4r15mgngY7F87YX+I0c7fXdL2xRK5co/Ke2b9+uUCi6d+/e0NCQmJg4Y8aMbt1IhUOiQ+vtaT+wp/POszKTY3c4+6L0NKpyYNLDKyIpV85lU6Nau/JnYGDgtXpe/LkbhtxdkGXCtTf6TPES8T+ZHXSHLegJm+layTISiaSgoMDHx6empsbDw0MkEtXX27IU750k5cgz7XpOFU5mdFk6ocTdJU4nlqxa9Sy3W3vkud1FqUKXdkVR7zokbFKUm4/L888H2bY/BHHvxoe7//n6wAdWXdB2HwmKwonPcGknwCBi7pLt+TSD96YHtFZbhYWFiYmJ+/btMyUmQqcTS7pptAoYlTHBwSQKdkBdKxCeOHFi8+bNr732GpfLXb16tVarDQ8Pt3WnbsOy8IipzAZQ0W30F5JpT43qZtsoWK7UPbv+YsolBZdN6U00n8syGOkHB3t+91SwSMi1YccI4t7FhbodfGvQ5C/OqXxHYNQSpH6ES7vAMBjw7Ps78mmG+WBG73998aqqqiNHjiQkJCQkJMhkMstBFosVGRlZWVmprKoJvPjRGysO3v0ihE1QDHP73Sz/k9LS0ioqKgDMmDEjNze3vLx8/Pjxtu7UrUxmxnX+kXqtCfHPo/4GYj+He79NC8IfG2mzPcauytRDPzhZX1Fg4jmD72w9qqnhUUZPX//zK0a4O90xu4cgOprUy4pJn59T6cwoP4fjH8NsQO+JGPQCQL09pdenDwfe+6VMJlNWVta+ffvi4+MzMjJo2loKw8PDY9SoUVKpdMqUKV5eXkqlMi4u7vz583369ElOTvbxIfsFdixdKxA20edmNezfrc/LBsDvG+o4eQY/uKPcGp7MV45YdgpaBXY/AY4AM7eAxSn9LsZHLLBJf0xmpu+bqYXVGvrIu/CXomfjlGruVjSU80b8b1gfccqSoXe9BkF0LMevKCZ9dr5BZ0L5eRz/CGYDAiZg8Iv3GAstI5+JiYmHDx9uml6xs7MbMWKEVCqVSqUDBgygbh4DVSqV48aNO3fuXO/evZOTk8m0eofStYZGAdAaTdWSVzRnT0KvY2galqAYv8Nu4DDJR//HEtrbuoMtKxMykISAxenr42CrKAhg5zlZZZ2Opm//hclgZi4U1p2+Vjs0QNTOHSOIfy0q0OXg24MmrDzX4D0Qo95D6gpcOwgwGPTSyn0FNMN8NufW+W+VSnX06NH4+PiEhISioqKm4/7+/lKpdPLkybGxsQJB89+pTqdLS0s7cuTIBx98IBQKxWJxQkLCuHHjzp49GxUVlZyc3LOnLctiEC11rUDImEwV8x6+cTlvU1nN/7yt1d8Zmv7yWtkT2hTzvIe9f9lNcWz8b9LRti77/UR5g858lxO0RnrHWRkJhETnMqKP2BoLvQY0xsJDYBgMfvnz+EI2i/pkdqDZbM7MzLTc/B07dsxoNFpe6+bmNmbMGKlUOmHCBF9f35aX/evN4pgxYyxTMCKRyBILz5w5M2bMmOTkZH9///Z/48Rfda1AWLtpvb7omlyj3VzT0BQIAWyuaZgotne/Xli7cZ34mRds2EONwXz6Wi0AVGYDgEc4bL11Wb5M1fzDxc3Ib1w1qFVY4rSZZnJuNNiiawRxX0b0ER9dMiT2k7NKrwEYsxwpy1BwGGCo4Nklp7Mf2pmemJioVCotJ3M4nMjIyMmTJ0+ZMiUiIsJSU8JCLpcnJiZa0mRKS627W1AUFRERERcX1/LOz9nZ+fDhw+PHjz99+rQlFvbq1as93zKAG3JdVb3eWcjtJRGSFFaLrhQIGaZu41pGq73j8zpN3cZ14qeeB8tmdQZOXFHqjTQayqGuBN8Rop5sFhUdZMtAyG+5zVvvifAdZn2cvx8Ga/yz43WtygzEf0ZkT+f3BisWr0/Qug9C9Hs4thwFCUxBwubGEwIDA+Pi4saNGzd69Gh7++apk5Y3iykpKSaTdXMYd3f30aNHS6XSSZMm3TYpxtnZOTExcdKkSceOHbPEwoCAVlu2cRcMgw0pJUt3XlVqTBwWRTMMh816bXzPt6f487v8nlBdKBAaS64zRusvK8Og0tg83NeUMMSYTcYbRVw/m41X3LR1mUc4KCqih5OLgy3XJwzvI8690WC2/BMJRHDwsj7Bd7QEQgGXFRV4v7uMbt68uaCgIDg4OCgoaOfOnQaDYfny5RT5vkq0sdra2qqCzEM/Lp3x3RW5ykD1e5Cdt43NZkVFRU2ePHnatGk9evRoeX7TyOeRI0dqa2stBzkczogRI6ZMmXLbNJm/sre3379//+TJk1NSUsaMGXP06NG2joVGMzPty/OpedVqgxkU23qUMa3888q2MxXH3x8qtudu3ry5oqJiwYIFV65cOXjw4NSpU0NCQtq0Vx1HFwqEZqUCbOtvgIqmn71W2fSUqjHpGSy2WamwaSD869ZlNq5M+NwY343HyzT6O04TUhT18DDv+2xlwoQJYrF43rx5MTExS5YsWbx4sVwud3MjVRmJtlVSUlJUVHR878aFfVy+vdo7yBdp2calSz9cvHhx0zlqtfrUqVOWBfJ5eXlNxy1pMlKpdNy4cU5O/2xDCXt7+/j4+KlTpyYnJ0dFRSUlJfXr16/V3tVfvLop79hlhebEtxCIEfaY9WjJcU1+/LWJXzyw6sKB/4WGhoZ6enru2LGjT58+b7311vPPP//jjz+2XZc6lC4UCNliF5itn+aObNa+vs2f3QOzrRt1MgY9W2yzAma1GmNGUT3AoPIi0CEmCAEM6OE8a7DXbyfKzAJncFokr3KF4Dna89lvTfH3vu+kVrFYfPDgwTFjxohEIrlcrtFoSBQk2oGvr6+bm9usWbO2bNly6fO5Iwa+CGDs2LGWZ7/++uudO3eePn26aeTT1dV17NixlsHS+1wCYW9vv2/fvqlTpyYlJcXExCQlJQUHB9/n27mt69Wan4+Vag23/y6rN9Lp1+tPFGrjQkO//PJLqVQaHh5eWFh4SxLQf1sXCoRc3x4Ul4M7ThECAGPQa9PP2uqOMCVPYaYZKIugr4PQHY7ePA5rRJ/7HXW8fz88E7z5ZJl5xNuoSIe+AXxHAOgzxZ7PfiKq23sP/PtiHE02bNhQU1Pz6KOPXrp06fPPP3/zzTf1ej3/rttREcT9E4vFjz76aGpq6ltvvSWXV+fn5zs6OkZGRlqeTUtLS0tLY7PZkZGRlpu/6OhoLrfVpiqEQuHevXunTZuWmJhoiYWtPhpZWKV5ZVOe3ni3xG+13vTj0RvlF+KDgoLCw8MvXry4b9++lvfE/3ldKBCCxXJ+fJ5yw/fQGm77vIlhOBRV/dEixmhwfuiJdu4dmsZFW2xdNqy3yJ7PvuuL2kNuqcpoZqCvQ8r7YPMxcytYnIH+zp8+HNRaSzskEomTk1Nubq6Xl9eECRNycnK8vLxIICTawdChQ4cOHQogMTERwOjRo5tC3auvvvrYY4/FxMT805HPeycUCuPj42fOnBkfHz927NjExMTQ0ND7vGZVveHYJXlijnx/RlWZUnfTcxUXYGjMA2+w7r3DABdyrgV6FFRWVopEolOnTrFYrJ9//vm55567z550Fl0pEAKiJ+apkw646i/PcXNseXyOm6Mdi/XUtcohDoKXvUQ1ny0FzTg//GQ7d8+aKWNdQdghJggtGiN0NhgGbkFgcXp5CM+tGNGKTUyZMgUAYzCoEva5nzhkKruhPriVHjzC6YHZHM/7nYAkiHuRlJSEFuOiAEaOHNkO7fL5/B07dsyaNWvfvn2WWBgWFnbLOQzD3D0Hx2RmTl+rjc+oSsypSS+qa64YZmiALAsV6fCXAoDQHe6Nk5EUBYV1Cyq2o2TFihWWxyNGtOafdqfQtQIhxeF4r9/KWbTwzfOnab0WjdVSXvcWH6vXnlPpTjfoKOAlL1HNF8vA0M5znm63vlXU6i+Xq8CYUZ0LAJIwdIAJQovGCN22KTz6Sxdlrz5La9S0Rm09knexbtM60XMLxU8taPXmCOIWR48exc2BsN00xcK9e/eOHj06ISFh4MCBlqfq6uoWLlwoFovnzJkzZMiQW15YWKVJzKlJzJEfyqpu0FknMsHQUBZClglZBqpyQJsAgOcAAM7d4Teq+fWNgTDE96Z7g66mawVCACyhvefXG3Q5mQ3xuwyXcwCwnEWaM2nRTljVw/1/RdVfV9RqaeZNH3HNlyvAMM6PPNM+HUvIrmEYoOYKjBo4+ULo6iBgD+5l+3ItBhN9Ml8J3LTGv9WL3RgK8svnPZwsk9eZ6Gku1tVaxSrNLoXqfz9+x+h0Ls+/1rotEkRLly9fLi0tlUgkbZSx8rd4PN727dtnz3OcvMoAACAASURBVJ69Z8+e2NjYhISEQYMGAaAoymQyeXp68njW0vZylSE5V24JfiXyFlkPKhkq0iFLhywbRuu3SbC48AiH1wD4DMaVP2/btKOA8/SoLl37tMsFQgtBSH9BSP+mHzUnj8lenz9JDBbwalH12so6BnjLR1zz5QpapxU/82Lb9USn023dc2B3gX38ZRpoXEHoGQ5gVJALl237hXSnrtaq9Waoq9FQDq49XAIoCtF9WzW3lmFkb79Aa7XZar3MaG4KhJVG058K1atemtpN6x1iJ/F69WnNRgmiheTkZAAxMTE2XL3K4/G2bt368MMP7969Oy4u7vDhw4MHDy4vLw8PD7d3cDh0PCOh1CkxR55ySW4yNw59mvSouQRZBmSZUFxrvpaDJzz7wzMCXgPAFd6lUS6b1cfLfnKEpC3fWUfXRQPhLYTDoz1XrZO9Pn+CGBSFV6/XrKuso4F3fMSK778AzYiffamNml7wvyXby3toL+6hh7wGirJOEHr0B+Bk1yH2+bsphccjFBQr1NfRw7k101h02RfMVZW4y0YoRn3txrWSZV+2YqME0dJfJwhtoikW7tq1yxILj17Tr9l1WmZy1gu7wdcTABgGyoLGkc9c0NYKqODYwSMUPkPgFQF7j6Zr+rnZxQS7nryqLBk6T2ugmxvrNlTQPdLThR//xsAuXruCBEIr4bBRnqvWyf43b7wIq/2plwqrf6ysoxlmUTcXxQ9fAoz42ZdbvdGKWv0fpyv09jzo6mFQgc1DzWVQLHiEANhzXnYiX2nz5RPtkMKjvXCG1ltz29RmukRvneqoasz5Zsy09uzJ1m2UIJrQNJ2amooOEAgBcLncbdu2Pfnkk7///vu4ceP6P/l1sd/joE2gjShJgywDZWehVVjPplhwCbDe/ElCwLJ+pAt57OF9xNIQV2mIW2RPZwAmM/PlgcJP9hbQDFgUBTBGM3tudJ+PZwc6CGyfmm5bJBA2Ew6N8vruV9krT8cA3/tLXiys+qmqngEWdXNR/LAKNC2e90rrtrhkez4T8igUJbCXgGcPWSZoI1x6g+cIQGek5224mLty1N9ep+006EznCmoBoKoNJwjN8mo0Llg+3aB7raja8lhtbv72SqvqW7dRgmiSkZFRU1Pj5+fXQbZGYrPZv/zyi8lk2rp16+n1L0ESidpi1BU3n+HgAc8B8BoAz3Bwmyug+kuEkyMkUwZIogJdbqkgymFTb0/p9cYk/9xSlaXodpivI6kyakEC4U3sBgz2+uaXioVPjQF+6CV5obDq56p6Pc0s6+6qWPs1rde5vvx2qzSk1ptP5is2pZUaq66gMhteEaBYLScILYqqtQWVml4edxvib1OplxRGM4P6G9DIIRDB2ZfDpqKCWrn4DsfNg+JyGaMRwFiR8OPu1kB7TqV7q7jG8pjlZPu8IeK/yjIuGhsba+uONONwOL///jvDMPHx8ShOBQAOH2594RkBz/5waa5NKnHiRfd1lYa4ToqQ/O3GpWwWFdbdEejSOaJ/RQLhrQQRg7y+/bXi5aeigR/8JQsKqzbXNNDA8u6utb+sAcO4Lnzn312ZZpiMonpLrnPqZYXBRAOAayBEPVGVg4wNKEgAAFHzd1Ium8opbbBhIEzOu2XhBDW4l8jJrpV/bewGD8dP36Fxs7e/oths4bCo1m2UIJo0ZcrYuiMAkJeXFxQUxGKx2Gz21KlTt23bxhX7GiNfhFvfppFPDpsa0ks0ZYBEGuI2oIdzF5/hu38kEN6GoP9Ar+9+qXj56VHAGn/JgsKqLTUNDLCiu2vtr2tB066vLrr3q5UqdAkXaxKyqxNz5HJVi6I2Kpl1urviAoyNOdAUC9mbIAmG0B0Aw4C+SwpJ20vKaTFBaKl92q/1lzbyg8O53fwM1y7f8QwuV/T4vFZvlyAAGAyGtLQ0iqLGjBlj675AqVSGhYVJJJKSkhIOh2NZ2jgo9qGTnFAA/hKhNMRNGuI6PtzdUUA+vVsN+ae8PUH4QK9vf6l4+ako4KcAj7nXKrfWNNAM85GfW+2m9abycq5/L3NVJcfHx25IVMuVGBZag/lEvjIxR35rlQd9PSqzrcFPXd38Aufu8BkMt77I2QpFPo68hbGfwMFTpTO52Nssd1SuMly80QCGRtVFwDpmOzakTdb4e65cXfrY1IGO2gZT87ygF48zx81Ry+J5z3vNhluCEP9tp0+fVqvVISEhnp6etu4Ljh49ajabAwMDORwOGm9VFzw29Vkn/7gwt78d+ST+HRII70gQHum9dnP5C08MRu1PAR5zr1Vtl6sAfOTnpkraj2QKDAMOh/plDc/P3+PT77jd/CxVHvalVyXm1OiMjR/oTVUeys6g5lLzIgGBCJIQeEbAexCEjdHFIxRH30fNZSS9g7Gf0A5e8zfkJC8ecv/bO/wLSTlymmGguAaDCg5esPcQcFlDA9oki5XbvYfPLztHvTrXpFBCqwJwqFZ9uE7/mo/bJ5IZzw+dSQZGiTbSQRZOWLQcpC0sLLx+/bpIJJozcQSb3dUTO9sUCYR3w+8b6v3DpvIFjw9C7YYAybMFVdvlKh3NfNHDzfpbaTIxJpP+Sl7+rElP91t8Tufc/OLmkc+M5ioPbB7c+zVOd/cC/jK0z7VHzEdIWYqqi0h8F2M/vgLvmI/OJC0e0v5fBq0ThJaCMp7hAKKCXARtlmbG8+/tt+eo+ljiH19sEtWVry/KzVLUJ/d6VC2K6nWxJirQZttjEf9tHWqCsGVUbuoYiYJtrTPlzubk5Dz11FNXr17Nysr65JNPXnrpJeOd0ytaCz8oxHv1RpaT8yAHwYZeEns2a59S/b+iGnPLqTua5hs0Ky59Q5m0kGXiwlrsfQZ75+LstyhJg1ENB08EjMfIdzFjM2I+Qr+ZcAngsFkjA8WPDvcR8FgsioJJh7PfQl8HjgCjl8IjDJpqJL2LhvIrFeqRy04VVd91B6k2kJTTYpfgNpsgvAmLbT9mXO7Di2b5vZHlPwOAujIPwOHsmrZtl+iq1Gr12bNn2Wz2qFG2XKdkUV5efvnyZUdHR0txtQ51q/rf1pnuCENCQsaOHavT6UJCQiQSyfLly00mUyvuDXYn/L6h3ms2l82dNRD4qZfH3ILK/Uo1A3zVw41NUWYGl7SGEw3a4w1VODMbdOO+X3xHeITDMwJekbB3b7pa03R3bKibSMgF8E6p/ws/5Z78/RvztUNs+WWM/djMc0b0UhxbhsosHHkLYz8uQvfRH54+umRIT/d2yiAtkWuvVWpAm1BzCaDgEQZgbEh77IYRF+b+9aEieA0AAFkGGOZ8YV1Ng8HNkdcOrRNdSmpqqsFgGDJkiEhk+/U5lsg3atQoLpfLMExKSgpIIGwXnSkQNmGz2TKZjMViGY1GOzu7dmiRH9iP36OX7tLFSAf+TwEez1yrPKBUVxhMEi7ndIO2rnHdN4tiMZJQeEXAawDEAWhMarbns4f1vqnKQ0sh3RxT3x966dEfJ0+MK8zP65nxQeDj3xzK5yP6A6QuhywTSe9i7MfF8Bu94szRJUP8Je0RC635otWXYNJB1BMCkUjIHdCjrXZlaym6rwufy9I7+sDBEyoZlNdol97JufKHhnq1Q+tEl9Kh7rosY6GWzuTk5MhkMm9v78DAQFv367+vMwVCpVKZm5trMBi0Wm1NTY3BYNBoNG23YeYtzA3WyiYD7Pm/9fZ8JL+i3GDKUOsB+PI5IxztRjgKKK8BL/VYaDmNRVGRPZ3GhbnHhbkNDRD/bfnsvr18TqelSKXS7OxszuZXxs/5v0NX+Rj1fmMsXISYj0vgN+bDM8mLh7TdysLk5ORz587l5eVpQ54BbioCPrqfC5vVHuuVhDz2yD7ipFw5PCNw7SAq0uHSO+FiDQmERKvrUIHQsljCMltp6ZhUKrVxn7qGzjRHyOFwZs2aFRERMWjQIC8vr2XLlrVnujNL2FzHKETI8+BxKo3muR5OKSHdjgZ3+7C76wSxvYHn5OHMnzXEa+3ckNLvYs6uGLFiVp+owHvdRMLd3T0lJWXgwIFX8/MLNi98oB8bHD5GL4XPYOhqkbwItUUlcu2Yj05fq9S00duMiYl5++23vb29TxabgZsmCNtzl+C4MHcA8IoAgIoMAIezq+/6CoL4x+RyeXZ2tkAgGDZsmK37gqtXrxYXF7u6ulp2qO9QKTz/eZ0pEDo6OkZGRkaEhqr+3Cb57hPDU9OKxg+teOUZzfHku21c0ErshowAxzofKTeZi3RGOxb1ure4G896V23i2Ukfn1zx/dhtCyPmxXT3Ev2b/RnEYvGRI0cGDRp09erVzB+ffyAIYHERtQg+Q6CrRdIi1F6/IddFLT91qUzVau/tZsnJyT36DSxT6mDUQnEVFBuSELTvLsHjwtwAwKM/KDZqLsGoKVXo8trsLRNd09GjR2maHj58ePvMsNxd070pi8UymUyWIuAkELaPzhQIARhLikpmxNR8uVyXec4srzFXV2rSjlYuWlj+3Gy6oW2LMjvNfJTiWJOYTzboGGCgg4BHUQAsGaQ8Ljv44Qfvv9aRSCRKSEgYMmRIUVFRxoYXHujbGAu7DYG+DonvQHFVVquP+fhMGwWG+Ph4g2QAAFTngDbBtTe4Qg9nfl9vh7Zo7rbCfJ28RHzw7OHaB7TJsqI/4SK5KSRajcnMdKhx0ZYThOfPn6+rq+vTp4+vr6+t+9UldKZAaFbUlD01Pbvg+tIrpc0HGTx78XpNdkbZvDlM4w4GbYHbzU/05Hyw2ABONegADHMUACjQGSOybrxTWuu+5JOWw6f3QyQSHT58eOjQocXFxenrF0zvy4DFwchF6DYMBhWSF0OeL6vVx3x0Jre0lWMhwzALFizIKG4AbUJhEmDdekka4tqe9QwpClJLhqold7QiA0BCqy6i0F+6WPPVh+XzHi5//hHFd58ZCvJb8eJEh1VYpfm/Q0Wxn5zt+erRWwIhwzAGg+Gur24rTTmiLScIO0iE7go6UyCsWfm+Wa2WG02nVbqmgwyY5DqNXq833bhet/XX1m3RZDJt2bLl3LlzALZt27ZBqVMxDICT9VoAwx3tAJxU6zU0TQWFOMRNbsWmnZ2dDx06NGzYsJKSkgvrX5gRZImF78B3GAxqHF0C+ZXKOn3MR6cv3mhoxXavX79+9OhRVeKHjgceR8lxvoOYr6tG+04QWsSFtgyE6QCOXVLojfRdX3RPaI1a9vq8sudm1/3xi/bCGe25U7Ub15c98UDVe68xBr3lnKYlqiaTibFpuVfi/lXXG7afqZi/IafbS8m9Xkt5dVNeYk5NaWnZ1atXLRMuABiGefnll6dNm6bT6f72gq0uKyururq6e/fuAQEBIBOE7a7TZI3S9XXq1GSY7riCntZqazetFz06txUbValUIpEoMzNTLBYXFRXNCgv++v8UD7o6lBpMTmxWXzsegLP2rkDN+CefbsV2LZydnY8cOTJ58uSUlBRm/YJHXlyzOZuDkYtw8gsUH0PyexizvApBYz8+k7RoSKivo1Kp/O2338LCwqKjo/9RQ7W1tUlJSQkJCQkJCUVFRU3H/f39S0pKTNeSnpSGTots7x1qYkPdKAqMax/wHNFQBpVM4+CZlq+8z90QGaOx/NmHSvKv7K5QPO9pXcrCmE1fldY8fXi/qbLSe81v6378UaFQaDSaWbNmHThwICsra926dQ4O7TcyTNw/k5k5fa02PqPq1nq/Ji1qrqDsDErS7BycJRI3FosFoLS0dNu2bdXV1dOnT9+9e7dA0K6FnFreAup0ulOnTrFYrNGjR7dnH7qyTnNHqL90keJZ11NrafqcSmf574JK33QOXac01ylbsVGRSNSrVy8AhYWF/fr1cy68UmemT9RrAQxzFLApcPr0O11RhTb77mZvbx8fHz9mzJgbN24kfz13TrAJFAvD30CPMTCqLVVJq+sN0StOny+s+/bbb8ePH79x48Z7ubLZbL5w4cLKlStjY2MlEsnMmTPXrVtXVFTk5uY2a9astWvXlpSUFBQU7N69m8/n/7rm648++JebT/1rHs788O5OoFiWtfyQWUZH73eaUPnzakNxoUyl+a36pjvpDZV1So1al5dZv/P3efPmvfPOO5WVlaGhoRMnTnRycrJUQCY6vsIqzbrkkoe+yXCdfyRq+amV+wouXK9jaBo1l3DxdyS8ju0PIXkxruyFVmEw6AsKCubOnUvTtK+vb2pqqpeX16FDh8aPH69Wq/++sdbTMhCeOHFCq9WGh4e7ubX3MEyX1Wn+vM0NzR9bShP9c5U1NabloBXF4dKqBrZz61eFDggI2LZtm9eFY2I262SDDo3jote8eyiVB/z9/Xv06NHqjVpYYuGUKVOSk5OTv5k35+W1f+RxMex/AFB0FMmLEb1U6REa9+nZpcODlyxZcvf8N5lMlpCQEB8fn5iYqFRavzSw2ezIyEipVDp58uThw4dbviBbTJ48edeuXTNmzFi1apVGo1m9ejXVjlOF48LcM4vr4TUAN06gIh0BEw5n16yccx9XpM3KTT/ijmNfFKPVKn781mnW46tXr37iiScAuLu7i0QihULh7e19Hw0T/xLD4HB29W8nyi7eaOBzWEMCRE9HdxvQ46aqFHKVITlXnpgjP5xdXVzTohKhVgFZBsrOQpYJQ+NsOsWGSwA8+8NnMItF2Z1c/ssvv+h0uk2bNgUFBR09ejQmJubYsWMTJ07cv39/+wwDmEymtLQ0AJZbQDJB2P46TSDkuEuaHnvzOKv9rT+aGCYoo9jymDEY2C6t+R3KZDLt2LHDaDTa29v39vPb/cO5pz2cpLllAIY6CgCc0prQ9r+yQqFw375906ZNS0xMTP52/iML127O5WLY/0CxcD0Jx5Yi+gOlR9hbn/2S8uev+zd+VVlZ6eHh0fRyjUZz8uTJxMTExMTECxcuNB339/eXSqVSqTQuLs7Z+dZ6NwBkMpmnp+fEiRN37949Y8aMNWvWMAzzww8/tFssjAt1W7mvwDpNWJkFxpx9o76iVv9Pl6ao9eZTV5WJOfKcY+c+0pksn200mFrTbWYc6YaGl56da+JwRSKRQCA4fvx4eXk5n/9vFsMQ90lWq5/yxYUrFSqV3mQZ20wvqv/5WOm0SI91c0PTi+sSsmsSLtZcuF5nphu/Epv0qLkEWQZkmVBca76Wgyc8+8MzAl4R4NqjJA3Vl8xeYSvXbn1n/uwtW7bQNP37778HBgYmJyePHTs2NTXVEgsdHdt8M/czZ840NDT07dvXx8cHJBDaQqcJhPx+YTCb734Or1dvll1rllzhcDjvvvuu5fF4b/f+bo75WkO10SzhsnsJuBSbfezKNbTLr6xQKNy7d++0adOOHDmS+H/zHn1l7e+5PAx9FRRQaI2Fej/pmEdef2lSsCUK5ubmWu78jh8/rtdbB5AdHByGDh06efLkqVOn9uzZ8y4tpqenS6XS119/ffHixRMmTNi9e/f06dPXrl1L0/SaNWta3jW2nZGBYgcBWwUJnLqhvhTyfMatb2JOzeMjff72tTTDZBTVJ+bUJObIUy8rDCYawEhNlZaBUm8CIDeZH8qvaDpf1/hJSnG57897lts7iMViOTs7BwUF8fl8MjTa/uo0psHvn6wovmoqPoHg2ZaDZrNZfeb7rdq5207LTHSL7zF1xSg7B1kGqnJBN2YScOzgFgifweg2FPbNXw09RXyxvPqdj1dMjpC4OHD7+x2aMGHCtm3bGIaxxMKjR4+OGTPm+PHjEydOPHDgQFvHwpaRr66u7sKFC1wud+TIkW3aKNFSp/nzprhc58eeq920HvW334SBsrNzefGNtuuA9txJAC3HRVnB4ae2H6Yoqn3mtO3s7Pbt2zdz5sz4+PiEr+c99uq633J5GPoa2HxcPYBjyzDqfSpgvL2zev78+fHx8eXl5ZYXNo18SqXS6OjoeyxTnpOTU1dXt2TJEhaL9e67744fP/7PP/984IEH1q9fzzDM2rVr2yEW8jisUUEuBzKr4RmB+lJUpMOt7+HsuwXCyjp96mXFvvSq/ZlVClWL1CqVDLLM7LKTYyvye9tx3+/m4s7hJPRrvk5opnVcAWaTi293jtg6wG5v3zpLYoh/6o3NedX1BlNDJYpTmwIhGBpX95vDHgOLD10tqnKsg59ahfUEimUd+fSMgCQELOtHnD2fHd3XJS7UfVyYW5C3w6+/lpalbdx52e25554bPnx4cnJyXFzc9u3bGYbZvHlz796909LSxowZk5aWNmHChAMHDrRpKceWgfDYsWNms3nYsGEkOas9dZpACED87EuakykBOv38FiNaLIpa0s1FyGIJh44SjhjTdq1rz55AcyAUALjo4q1Wq8PCwlqOQ7YpPp+/c+fOWbNm7d27d/8Xzzz91vqfL9ph4AugzSg4jGPLtGbDsi3Wk3v06BEXFxcXFxcTEyMW/+N50yeeeILH4z3++OOLFi0yGAwffPBBXFzcwYMHJ0+e/OOPPzIMs27dunaIhXGh7gcyq+E1APn7UJGO0Ec3nyirrDN8PLvPIH/rcK7WYD6Rr0zMkd+aH6ivQ0UGZOmoyLB8UNY3poeZ7rIiQmDH8fr7O06iTal05t/SKnTGOwwCaRVIehe1Rc1H7D2sxe49+oPX/N3FXyKcHCGZMkAyMvCmrTSjo6M9PDwWL15s+TEyMvLIkSOxsbE7duzQ6XQ7duzo0aNHSkrKmDFjTpw4MWHChIMHD7ZRLNRoNGfOnGGz2ZZkbzIuahOdKRBSHI7P+i28jxd7Jx5g9HowTEqddru8YZqLg4BF8QOD265ps0JuKLxqZnBepQMwxDJBWK9Fu6/14fF427Zts9wX7v1i/oIlv/1wjsaQlylFvjOl0qrro6KiLDd/ltVR9+Phhx+mKOqxxx5bunSpVqv99NNPo6Oj9+/fP2nSpA0bNmi12o0bN7b1lqGDezkDgEcYWFzI82FoYHiOSbnVo1cono3x9RELErKr0/KVzesLGTOU1yHLRNkZ1Fxqrr0nEEESAs+I5wWKFzRnrzTcvhABy85O9MT8Nn1HxL04W1DL51I6yy09bYJKZn2CNgGAQAytEhw+3Po2bnMd0PRadyfe6L6u0hDXSRGSO21nfebMmevXr7/xRvMY0oABAxITE2NjY+Pj42fMmLFr1y4/Pz9LLDx58mRMTExCQoKLS+vvDp2WlqbX6wcOHGj5tkoCoU10pkAIgOILJMu+FD+3sPK9/+mz0wt0xsO1Ggc2K04k1Jw5Ln7u5TZqV3v2BBjmokZfb6Z78rk+PA4lsDuWmwdb/Mpa7gtnz56tVqu/nB/t7lv66d4CdydWWXF1ampqVFRUK7Y1e/ZsiqIeffTRlStXMgyzcuXKUaNGHThwYNKkSZs3b6ZpetOmTW03f0YzzMKNeRTAcARwD0LlRVRmw3cEw0BjMH9zqKj5VJUMskzIMlCRAWNj4jubB/d+jR+UvQAKwE+McWZxgZhneMD1pjHPWa6OznZ2vJ4BokefaaO3Q9wFwzBNSVgMw9Q0GJpv2tVVOLHyprMpCrEr4eDVNPLJYVNDeommDJBIQ9wG9HD+23Su2bNn//VgRESEJRYeOHBg+vTpu3bt6t69uyWP9MKFC7GxsQkJCa6urVxxt2Xkq6yszMvLEwqFgwcPbt1WiLvrZIHQgtvNT/zkfNnr80c6CVCG1HotA+iz02lVA8uhTaa1LROELSur0SER537ezuFwbLKxNY/H27p1q9lstrOzW/Zgb6k/Rm0scHR0HDp0aKu39dBDD7FYrEceeeSzzz5jGOazzz6Lioo6ePDghAkTtmzZwjDMb7/91kaxcOupisvlauvnoecAVF5ERTp8R1ifbloZXXoG6srmlzXnB0aCa11MwmZR/f2cLFsiD/Per3jr+beu5NFajfWWkWIt7dPNLnKw5JPvKHan/KPo1DIyMvbu3XvlypUff/xx6dKlDg4OGo4LRfWxPu3ojXFfWR/TJmyZBgBOvgB6uNvFhbpLQ1zHhbk72bXC/7j+/fsnJiZKpdKDBw9aVtY3xcL09PTY2NgjR460biysq6vj8XhNldUYhhk1ahTJUm5nnfVv3m7wCIrD6WMHCZddZTRf1Rr62PG050/bj26TAiiNmTJaAMOdBAAyHFyNRuOwYcPabUPEW/B4zdu1F2afBDB69Oh7TIT5p2bOnElR1Jw5cz7//HOapr/44osRI0YcOnRowoQJW7duteTatXosLKzSvLcjX6VrrB/rNQBZv6IiHYpr1pu/qhzrQBkAvhM8wuAZAe9ICN2bLuIvEVqCX2yom0jY/I/j/eM27dkTDft36S/nUiwWv1+Y49RZgvD7HUwm/p2IiIiIiIjly5cXFhYKhcL3339/wYsvG0y97/4qf4mw4KvRrd6Z8PDw1NTUsWPHHjp0aNq0aXv27PH19T1+/PjYsWMzMjKkUumRI0dacan7mjVrvvzyS8ufc8vKaosXL2YYZtq0aUOGDGmttog76ayBkCW054f012WeH+lkt0uuOl6v62PH054+3haB0FRRZiy7oaeZDLWeBQxxEAA4oahDhykG2LJufRt58MEHd+/e/eCDD3755Zc0Ta9atcqSaxcbG7tt2zaapjdv3nz/YVilMx/Nk8dnVN26MlpdCcVVsLhQV+HQK9aDLA48QuE5AF4DIO6FxuEwez57WG+xNMR1ygCPfj53TL2zGzzCbvCIOz1LtLO8vDw2m+3h4WHJwOJxWM+M7rYh5cadah84CNgrZva5w5P3q2/fvsnJyZZ5wQkTJsTHx3t6elqOZGZmWmKhu7v731/o3jRlJjf9ISsUCgBLly5duHAhCYTtoLMGQgDCYaN0medHOtrtkquON2jnejhpTqe2RUOaM2kALqj1OprpJ+SJOWyWo1NKRiY6zJx2+5TonTRpkmVl/VdffaXValevXm3JtYuLi9uxYwfDMH/88ce/iIWWmpCHs6vvaWU0iw2uPXyHPEkWzQAAIABJREFUN6+MBgCwWVRkT+e4ULe4MLdhAWLOve2ETHQQKSkpS5YseeKJJ0wmU3V19ddffx0UFPT47KDDWTXFSi+jf4tvtxQLfR8U2tnFBLs9MqINa/20rDIzadKk/fv3e3h4JCcnS6XSrKys6OjopKQkLy+v1mpOpVJt3rz5+vXrIpGof//+LBbL29v7+++/b63rE3dHdd7K+rqczLInpytN5iHZN7gs6kJYdwGL6v5nCrebX+s2VLn4FdWhvV+WK3+Q1T3r4fyOj9gwbHTIDxt5PJ5CobD5lp5XrlwJCgqSSCQymawdar4cOnRo+vTpOp1u3rx5a9asoSgqPT09Li5OLpdPmjRp586dTdMblZWVq1atcnNze/311/+60KKwSmNZ7X7kYk2tpnHBH8NAWYCKdMjSUX2peeSTZw+P/uDaoTARPoMR/YHlMEVRA3s6PTvGd8oAj3+3EzLREeh0Oq1WC8DR0ZHD4dTX11tmHOQqw8z/yzhfWKvR0zTDAOCyWRw29USUz7dPBnPb/utOfn5+TExMWVnZyJEjLSvrq6qqpFLpxYsXg4KCkpKS7rPw3i1VL/z8/GQy2aFDh0aPHp2SkpKZmRkQEDB5cmtua0PcVie+IxT0C2U7i8V1yn5CXo7GcF6lG+lkpz19nDuzVQMhw2jPnULjCkJLpswZnj1N0yNHjrR5FERj1llMTEz7VD4bP378nj17pk+fvm7dOoZh1qxZY8k7l0ql+/fvt+TaWSr3//zzz8OGDfP19W2Kgk2lzhJzai5cr2u+6D2ujNYpUZiEymzQRrC4AARcKv7NQRInHojOTCAQtNztoWne3dWBd3TxkLQryj9OlmWVNHDY1IhAlydG+gR6tVOVgz59+ljuCy0r6w8ePCiRSJKSksaOHXvx4sWYmJjk5OR/GgvLysosO70kJibW1Fi32ORwOMOHD9fpdMXFxVOnTt2/f79EIpk+fbqfXyt/rSduqxMHQrDYdoOHq47sH+lkl6MxHG/QjnSy05w67jTzsVZsxFB41SyvVpvpHI2eTWGgPR/AyUoFOswEYfsvPBo3btyePXssVWZoml63bp0l1y42NrYp104gEMjlcgcHh81//FHSwM6tdUjIrjl1TWkyN45AmA2ozmsc+SxoLp8uEMMrAj5D4NkfvJtn+ARiiPxQW4Tqy/AI5XFYz43pTqLgf97IQPHIwNavpH+Pevfuffz48ZiYmBMnTowfP/7gwYPu7u5JSUmxsbFZWVnz58/ft2/f315Eq9WeOHHCUu83PT29aRzOy8tLKpVOmTJFKpWKxWKz2Tx37txff/11/Pjx+/bt6yCfMF1BJx4aBVC/Z2v1infONOgevSoLtOPt7+vNEtr3OJpJtVIGo/5yTs3KD3TZ6Ul1mvkFVQMdBFv6eHDcPaUF8mvXrp05c8bmy31omvbw8KipqSkoKPD392/PplNTUydNmqRSqZ555pn169ezWKxLly7FxMTIZLJx48Zt3rpj2Q87jp3OvJJfoOv3KPiNubXNC/4uwNiYDnOHldGeIn6En9PRPLnRzFjnDjM24NIuBD+E8CfdHHll38XwOJ1mKzGi8youLo6JiSksLLTMi4vFYrlcPn/+/K+//rpbt253elVhYaEl+B08eFClstZwEAqFw4cPv1PVC5qmn3322Z9//lkoFP75559SqbQN3xXRqHMHQlOlrHjiMCPDRGbd0NB0Wmg3Ty7HZ8N2Qf+B93llxmis/miR6sh+Rq8FgxWlil+r6hd6iRZ6iWojhw1c/4ezs7NcLm/ruip/Kz09PTIy0s/Pr+WGuu3GUpVYpVLNmTNn48aNHA7n8uXLMTExFRUV0tjYk54va+qqwHUAGFRmQ5aB8gvQtNhQ0Lk7fAbDMwKSYMtQJ263MvqqTD133cXTBUqjiUFFOo6+B5deGP+NWMitXitls0heDNEeSkpKYmJiCgoKIiMj71Jlpqam5ujRo5bgd+PGjabj/fr1s9z5RUVF3X2ZIMMwL7300urVq+3s7P7888/Y2PbeE7sL6sxDowDHw5PXMwDXrw11FCTXaU7U6x50ddCcSr3/QFj5zkva06lM48Z1LZfSJ6ccAzB69GibR0E0jova6mujZWX9xIkT//jjD4ZhWu7olnjkiJPPDTj1Q2U2lAXNpc7sXOA1AF4D4Nkf/Oa9n5oW/FlWRtM0HR8fX3WZGxsbm3n8wLIoN/7DQ0csOwVJCDh8KAqhq1VCdL6wbkiAyCbvnehqWlaZsaygaFpZbzKZsrKyEhMT9+3bd+rUKbpxWwyJRBIdHW3Z6fPepxIpivruu+8oivr++++nTJmyffv2KVOmtMlbIhr9P3vnHR5Ftf7xd2brbE1PSEghdFJIAdIhjaCCIAio2FAU0KtXrwUQUFBAomLDiqIXbID4Uy9FKUkoKSSQRirpJJCe7CbbZuvM74/ZbCIdkk3jfB6f5+7Ozp73zCU73znnbUNbCAGACI3S11RGSvgpnZp0JfmgvYjMTIXnXunNmOqTxzRZaRYVbDeaKkg9gWOTGQehTAl3sYPwCiIjIxkt7NnRLTk5OSoqilQ2Q/0FgGuXOgMAexE31seeET9Ph3+EHZlMJm9v7z179kRHR3t4eJw6dWpVTMxoZ0FVM4CjDzTmQlM+eEUfK2xDQojoN9zd3ZkOTUxm/c6dO3NycpKSko4dO9bZaQ7+IggiIiKC2fkMCgq6sxA2DMM+++wzHMc/++yzhQsX7t+/f+7cuX16KYh/MOSFUBAW1bnnv5FiAgBSFVoKQFtSaOqU96ZPveyrj2lSY3mbodTSAFNEfC6GAUCeSgsAMyb79XruvUWv16elpWEYFhNjxbYbNyUiIoKpuLZ///5ly5YlJCRMmDAhJiZm//794OQLPg+Bky+wzCEtPUudzZhof70IeA6HM2HCBAAgCGL06NGnTp0CgFn+jl8erwWXQHN+hVf0scLWN+ePueYICIQ1GDly5MmTJ5nM+ilTunee/Pz8Zs2alZCQ0FfB5BiGffrppziOf/rpp4sWLfr111/nzZvX+2ER12TICyERHIpxud4AI7nsy3pjiUbvK+CSZzNEM2ff1jimDjmZfYbMStOkpxibuwtXXtQZfmxRQFdLegD4e5JrgQn31ij68CrujKysLLVa7ePj4+LiMrAzCQ8PP3r0aGFhYUJCAnMkOzsbAJxjXmhmucP1S53dFgl+Dl8er4URwZD3HTTkAtCZlR2dGqNUMOT/jBFDCDc3tx07dsTExEgkkjlz5jDNzvowud4ChmEff/wxhmGffPLJ4sWL9+3b98ADD/S5FQQMAyHE+AQ/YCp5Nj1SQuxtU6YpSF8Bl8xMvRUhpPV67flsTWYqeSZVV15i8WORFJ2r1mYotEmdmiqtAQBs2XimUrvMScLGMC6GTRPyKNXAC+GA74v2JDQ01FLyu7a2lqmRsXbpTA6bneDnMNpZcLsDfv311xwOp6ys7MCBAyRJ1tbWxvq4cViYwcYTBA6gaYOOWqONV0pJ2/wpA/wcgLjbKCwsBID777//p59+AoAffvhBLBbPnz+/zw0xWigQCN59993Fixfv3bt3wYIFfW4FMeSFEAAEoVHk2fRICX9vmzJVSa50kWrST7S0tBAEIRZfoxmFob6OzEons9I0Z05TanNMs4mGQo0uVUGmKcl8tc6S7WbLZvkKuLkqXaqCfLmm7ZNRDmwMI2kMt+3jbix3wKASwp4cP34cAGJjY/99z51ndLzwwgvMi9dff91yMHSMbWqZDFwCoDoJGnPBxut4IRJCRH/Ts6hheXn55cuXAcAaQsiwZcsWHMc3b968ePHiH374YcmSJVYydNcyHISQCI2C7YnhYoKFQa5Kp6Go/Oq63NCAjlHjPtizz8HJGQAojYbMPqNJTdZkphobLlu+22owZau0yZ3kSYWmo6vxPQsDXwE3QkyES/ihIj4Lw4o1+icrm450qJ+rpr7wdgKj8T/5oq9j6AGsaanRaM6ePctisQakD9SNsZ5CJ/g7pJbJYESQWQgnLjhyvq3PrSAQN8BkMjFO69jYWIqitm/fvmHDhm+//daqRjdt2oRh2KZNm5544gmKoh57rC/LhiCGgxByPUdhHK4E9P4CXp5al6nUnlFq17jZ5rRc/GPBPQ8+/AiZnaktLgDKxJxv2flMV5LFGr0lj9Kdx44QExFifoSEkLBwAOgwUh82dIzicxbZi34Y4/JEZdOJTnJlddvsyfd8l6fS7ji/e+XkgcpjO336tF6vnzZtmo3N4AqbpGn65MmTYCUh9HN4c385uAQChkFrMRh1Na1Q2awZc/tbrwjEnZGbmyuXy0ePHu3l5SWTydzd3b/44gvGKW5V3nnnHRzH33777aVLl9I0/fjjj1vb4t3DcBDC1s1vMCIXJSHy1Lo0hZaPY3oatFotTjbK//sVc9olnTG5U3Oikzyn0lq6XxM4FiTkh0v4cVLBGH53EAcuEFJ6rQ3Aww7idCUJAJME3B/HujxR0Xy6U51RUQ0j9D+nNxhM9M/PBwzIunDQ7osWFxc3NTW5urqOHz++zwef4i11lHBbFRKwHQOyCmgthhFBxwpax8xEJRkR/UTPn56dnd3q1av1en1xcXE/mN64cSNBEGvWrHnqqacoinryySf7wejdwJAXQn3FBfWJY7TJBACREmJ7Y0eakvzC2+mjBrmJhmedJX/L1elK7YlOTbPBvCLEoXvnc5qIz+lK9MF4fH5AsGBaJBESwRvvI/9hR8c3n2GgByUJACYM9xSK3/Aftaak2NiYB6c3wfQ3f81spCj6lxcC+6EQ/hUMWiG06sRwDIudZL8vsxFGBIGsAhpzYUTQscK255EQIvqLq9t/crncwMDA/rG+evVqDMNWr1799NNP0zS9dOnS/rE7vBnaQqivKm97fwOlM2e+TxbwpCy8WmuoIPVcDEtXkdOLFJadT0cOa4qIHyslYiQCmx4FKjluHkRIhCAqThAaiXG7Sx/ZLn1ONOfB315/pTwvzzAlgDdq4ssVrn9rXcD1EiSvhcZcRgt/O9uk/Tjnt5eCeJz+K3opk8nOnz/P5/PDw8P7zegtYm2FTvB33JfZCCMCoXgfNOUCQEpxu8FE9/+zCOIuRK/XZ2RkYBg2Y8aMgZrDqlWrKIp64403li1bRhDEQw89NFAzGTYMPSE0ydrJ3CwyK02TmmJs7U74q9Aa0hQkB8cwE/y7xlzQksCxEDE/UkxESYjRPXY+WTa2xJQwIiRSEBHNdr5uAhDb3vHBN995EMDNzY3H433VRsZuyaoGd4jbCslvmOteRm88lNfy4Ke5/9ePWnjixAmKosLDwwdDH6iemEym1NRUAIiOjraSiVn+DgAADhOBI4COWtC0KsExs1IeNf7atR8RiD4kIyNDrVb7+/s7OzsP4DTWrFnD4XB27NgRHBz8zjvvvPnmm5YSNl9//XVCQkI/l+Af6gwNIaR1WjL3LJmZqjlzWl9VbjneYaTOKMl0pfa0gmzQm5u4sjAQ4vgjDuJICREs4nEtO59cLt8/WBAWRYRN542bBLdQ+gjDsJ5/T54OxIn1IbFbsqpgpFkLW4rg5AaIfvtwXsv8j3N+/08w3wpaaDKZcnJyDAZDREQEc8TSg7DPbfWSc+fOdXR0jBs3znp91Nxs+ZPcRCX1KnDyg/osaMoH75nHCtqQECL6gcHjknj11VdXrlypVqs3bNiwdu1adlfLnc8//9zb2xsJ4W0xYEJouFyrPpVkqKrA+Hyeb4BwRjwuFF15Tn0dmZWuPp1EZqXTeh1z0ERDKalPV5IZCm2mirQk/NmxWSFi/iSC+2GDHABecbVhmaUO447ytl35iiBs+tUmbhcPe+LEutDYLZmVMBLiEyH5DWgphhMbIPrtv8+3zv8454++08Lm5ubTp08zlXwbGxtjYmIY5wT889eYmpoqFAqDgoL6xGgv6ZlfZT1m+TuW1KtgRCDUZ0FjLnjPPFbYtmnROKsaRSBgMAkhAAiFQrVaPdCzGA4MgBBSpKZty1rViaNA0Yy84Qf/r23rOruX10kfXNKj1NlJY3Oj5VuXdMZ0JZmu1KYrSIWpO+EvWMSLlQoixISPgMvo3u/tqhqdoUCjDxTyAAATEI7rtvIDp/bV/N3t+SfWh8ZszqwEN4hLhOQ3oLUYTr4F0e8cOd/6wEc5f/wniODeYWMKjUZz6tQppoF1SUmJ5fjo0aM9x0z6JqUuqajdga0sLy8Xi8XBwcGlpaUURX377bdvvfWWNYo83S79c5uY6efw8d81MCIYAKApD2g6u7qzVaF3RE16EdZEqVRmZ2ez2eyoqKiBnss/IEnS0gxnSHfWGyj6Wwhpva7+6YVVF8ouKFQzbcy5X6RK+Vu7asn7G+XffGqStUFXExNLwl9yp6ZSa7AMYkn4my4hhKwrl1+REqKm1ZCqIAOFPMBwvm9gH6ogw0g7fupbYXHvZpXUu8LM9yH5DWgtgRNvQsw7RwtaH/go589Xgm9LC5kGngcPHkxKStJ2db0QCoXTQkI9fMKUNn65CsddreSu74oAwKHN7ITjcDgTJ05sampqampycnLq22u8A7Ra7ZkzZ3Act56DkCF6oh3BZZFiV0zkQqua7qnbL5aOzPqLM2dxLOCoTy/CWpw+fdpgMISHh0skkpuf3Y/4+PhYXjc1NQ3gTIYo/S2E7Z+/b6ytKexU7m5VWIRQQ1EbLrUvdhBhbS09dz7PqrSGrqcbGzYe1iV+rtzuaXPc3PlTQsmzGSZZO63TAkCUhP9jqyJNQf57hA3gmEvi59a4EBcbXsq6kLh3s4ovg3ld2FYKyW9A7OZjhXDPe+cOvz5VxL+RFra2tp48eTIpKemvv/5iSjQBAI7jQcHBflOjOG6B1TA6tVxhaKehHQBIMOqgrRSa8tpqUnAcZ/piG43GmJiY8vLykpISP78BboiRnp5OkmRgYKCDg4NVDRFcVuRYG+e033WEroDiL25NmqoT4p/8fnG3xGl9oiAi2qrWEXctg9Y3X11dbfER+vr6DuxkhiL9KoSURq34v1/ormyHK2jQG7c1dJxRkpZSZ2wMmyriR0mISAnfV8CzPOpjfII/Ocic8DfRDwBovV7+3WedP31HackwMcHFsPMaXYeRsgEwNDXwpFapveIs5aWsC43bklVk0UJZJaSsg9gtpy/Afe+f+2vVlVrINPA8ePDgoUOH8vLyLA08nZ2dg0Mi7EZP7bQLTquDXIUBFADQCTQN8mpoyoXGXGgtAcocEISx2bt27Zo/f76bm9vvv/+u0WieeOIJa1zjbdE/DkKGNdX/5TUlN9vzt7pLAQAoPU1BRpV8yuvPOb+8VroYFd1A9D2DykGI6EP6VQi1eecwNoeGawuhlIUf79AYafrqUmcMXO+xgulxgmmR/MCpGPcf3iCMy7V77lXb5S/V3hdOtLUGCHlnVdpMlfYeGwGZmcobP8lKV+Qk4SavC4l/N6vwEkD8VkheC7IqSF4HsVtSyyBsY0bUeLu6NlKKK9mXUpvLMtNST1uc2wKBIDJq+ujJkXrHgPwOm79qOqEZoNkAAKDtgJYiaMqDhnOgae+6SBzsxoBLALgEuGvzL2b8xnSvXr9+vZWu7nbpt9uE8uBvnqWn05TKLZdlf09yYw5SNP1oRVMWwWF/upXvF8A8ISEQfUVbW1tRURGfz7d0WUEMG/pVCI2tzWAyl3fJV+umFlxiXtNAA4CQhW8f5TiR4LrzumfFsrMngkKIkEhBVCzb8SaJOxiLLYyMVfy5L0pCnFVp0xTkPTYCTWaqzZMrrHNBAIwWrg2J35pVUAfmnAp5FaSshdgtRZeg+LKSpgHay+DoBuZ8b2/vydOmi0aH17DGn6hRH7tMw2UA6ATaBG0XoP4sNOWDrAqgy+PNtwUnH3CbBm7TgGtuptHOn/JCsOvnn20fPN2rlUplTk4Om82OjIy0riWKavt0K2jJ631O67Tt2xNdv/rZutNA9DsqlWrbtm2urq7PPPPMyy+/TBDEvHnzmJoSDQ0NP/744+rVqy0nb968ecWKFY6Ojn1lPTk5maKoqKgoPp/fV2P2Hj6f/9hjj+E9XONz5851dXUdwCkNRawohB0dHR9++KGPj8/DDz/88ssvT5o06R4HqSWWIUDI2zfOHOUoN5oYUUywEQAAxuXzA7tKnU3wvZWEPwtEaBQjhB82yFMVJABo885SGg0usGJRZkcJ9+T60ITEs9nVADPfh+S1IK+GlLUQ+y7NkwAA2I2D0bPAyZftGiS3c/xDbYAaAFABAKiaoCkfmvKgMQcMXTd3Ng8cJoJLILgEgN1oAPP/Aw5ibswk+3hf+/sCnNxsE1g4xnSvHgwdO0+cOGE0GiMjI6/Z+qoP0VVcAL3+RmfQtDbvHK3XX7FtgBjqiESiF198cefOnSaTqa2tbd68ea2t5tIZjY2Nn3zySU8h/OCDDx588ME+FML+3Pm/dSQSyY8//tjzyLvvvjtQkxm6WFEIpVLps88+e+DAAaPRqFAo/P39XUd51m0z3PhbLEdnj99T7li3BCGRgLMmCbj2bFa93lijM4wC0OZlCSJi7mzAW8RWyDmyemrC1nO5F5l14VqQ18DxVRC/Ffi2gGEQ8m8AMALI1QbQKaH5vFn81K3do4hcwG0auIWAkw/g5jo4PA4eMc42wc8hwc8xwFPS86ngk08+EQgEW7dufeihh/bu3Wu9dmi3Qr/dJoz1dZZno0t64/wLjdc4icMxtjZz3NytPRnEgKBUKj08PC5dutSfSx/kIBzGWFEILSV/cBx//vnnCwoK6uvrw3wDyfxz1/0KIbBf+Z/erN5wiZQ/yU9blB8u5h+Uq1MV5ChHjiYzzdpCCAD2Im7yumlhG85caACIexdS1kJHLSStgbitQNgBTYG82rz4ay4E2rxFDDwpOPuBSyC4TgVBd7NfbydBvK9DvK/9LH9HCXHdf6Z3330Xx/EtW7YwWjiA3av77TaB8brrwY7gsD/zNj/yUzTEFnd1mjRRaDk4LElLS6usrLx8+bJMJgsJCamoqLB8RNN0Z2enlezW1dVVVVXZ2NgMksoV16SiooLFYnl7e3d2dpaVlU2ZMgVH2US3hnV9hIWFhZcuXWpsbCwrK+vo6HB3d3fc8N7lh2c7cjQBwu7bGQfDpksIFpfLHTNePHdRL40SoVHaovxICXFQrk5TaJ9wlJBnTvdyzFvERsBJ8HUoa1DRfBuI7dLCY6+AxAPaSrp3PllccPSDEUEwIghsvCw7nyI+K3qi/f1BTrP8HT0dbrWI6ObNmzEMY7pX7969+9FHH7XCld2ElpaW4uJigUAQEhJibVvccZMsW6NsDEZ25dKYeuQRYxwu22HgEysRfY6Hh8fKlStHjRq1cePG1tbWnh6Btra24OBgy1uVSgUABQUFnp6eUqm0l3aTkpIAIDo62pK3Ptiorq5OS0vLyspatWpVUlKSg4NDUlLS2rVrB3peQwMrCiFN0zweb+bMmSKRKCgoCMOwCRMmAIDrzr1hLy4NUauprngHEQv/r/8ovk+Ay0ff9D4hWhA2Xb7zs+kSAgM4oyT1NA01lcamBrZLf+yiNHTozPdjvg3EbYUjrwBtgMYcAACRC7gEgEsgjAgGjlnn2CwsZLTNLH/HBD+HKd7SO2vzu2nTJhzH33nnnSeffJKm6f7vXp2cnEzTdFRUFK/Hcs1KsB2duRN9tQW51zsB4/LE8xbflmsZMVSwdDsSi8VX7Is6OjpWVlZa3jLit2DBgosXLwYEBMTHx0dERERHR9+ZD/vq1kuDDaa+aHNzMwAsXrz49ddfX7JkyUBPashg3a3R+Ph45nXPJzLeeB/3/51S/rlXeegPY1MjsHHeuEnSh54QRPaNe4nnF4CLxI4q5TiCW0bq81S6EDFfk5kqeaA/mpU4S7mYJeKTJwVbL7icCaNiYfKTwLcBmgIWFwBGOQpm+jnE+9rH+zrYCjk3HPKWePvttwUCwZo1a5YuXUpRlPXSCpubm5kKcDweb+fOnczBfo4jcFy/tf6JB3hK0pnb8w8Yc+WyWTjOEovtlv+7f2aCGMxotVpXV9e6urqcnJycnBwAYDqXxcbGxsXFTZkyxZKEflNOnjwJgy9S5gqSk5Pt7e2Zctvvv//+1q1bY2Ks7hIaHmDDsjBd06sr1CePba2XfdesWOkifc3VVjRztrN1Ssxcwe/nmp7aUaAgmcx3Gv7vUdB1wv3fApsPFX+BphX3e+ShmUG//CvAGtbfe++9NWvWsFis7777rg+7VxuNxszMzEOHDiUlJVnqAIjF4vb2dg6HAwDe3t41NTXZ2dmTJ09+9tlnJ0yY8OKLLwqsGalLnk1venUFbdDRBqPlIM7n42KJ6469HM9R1jONGITk5OTMmTOnsbE7ckoqlWZmZk6cOFGj0WRkZCQlJfX86wUAoVAYFhYWHx8fHx8fGBh4A3daSUmJj4+Ps7NzY2MjNlh3GtLS0rZs2RIdHT1v3rw//vhDq9VOnTp1zpw5Az2vocHQaMN0uwjCotQnj0WJie+aFWkK8jVXW01WGlAmwK2+vz8n0InPwRXMpq/8Iug6QeAIYlcAAP/HoCaFa+x4Z6G1+iT07F5NUdRTTz3Vm9GYCqhJSUlHjx5VKBTMQYIgIiIimNsH80BdW1tbU1NjY2MTEBDQ1NTk6uq6YMECq6ogABDTItx/T5Z/86k66S9Ko6FpimXnIJn/sM3jy62aKoMYnDg4OFyxE/jEE0/Y2NgAgEAgYP5cAUCpVGZlZTF/1bm5ucwLAHB0dIyOjma2T3vW7WRgAsHi4+MHrQoCQGRk5N9//828fuONNwZ2MkMPejiiv1xXGeRVHODJxzEcIMvfvTLIS1uU3z/Wk4va2I//DUsOQ9AzAADe8bDkMCw5DHO/5/g/vOWPCmtP4IMPPgAADMO++OKL2/2uUqk8cODA8uXLr2go6O3tvXz58gMHDpAk2fN8jUbz8stkzoR1AAAgAElEQVQvA8C8efOYtykpKW+99dbZs2f77HpuhkmtprTkzc9DIHrQ2Nj466+/Xv2nPmLEiEWLFu3YsaOuro45c968eQDw/fffD+yEEdZjeK4IOW7unJGecLl2ioifpiDTFdq5dkLNmdM8n8n9YD3Wx97VllfXRkLTeQAAlwAAwDtrIGNb7P0L53hrrD2B1157DcfxV1999YUXXqBp+l//+teNzzeZTPn5+czT8alTpwwGc66n5TH5vvvuY2p8W7AsFo8cOcIkdZWXl6tUqvb2doqieDxefz47l9XW7tmzp7q6+tNPP/3uu+8UCsXmzZv7zTpiiOLi4rJo0aJFixYBQFlZWXJyckpKyokTJxobG/fv379//34A8PHxiY2NZVaEyN82nBloJbYWrVvfrAzyesPNDgAW2Isqg7wuP72wf0w3dWixRw/DIweAIwAAeOAHWHL4kc/zqprV/TMBhq+++grDMAzDtm/ffs0TqqqqduzYsWjRImYHiYHNZgcHB2/YsCE7O9tkMvU8v7W1dc+ePU899ZSbm5vlfBzH/fz8bG1tASA6OlqpVJ46daqwsLBfLvEfbNu2raysjKbpVatW9b91xLDB8rsQiMy9ljhcHgAWHBy8evXqAwcOKBSKgZ4joo8ZnitCACBCozr3/xgl4W+th1QFSQPoCvMolRIXWbcAGAAkFbXTNEBbGRg0IHEHgb2Yz969cjKH1a8OhpUrV2IY9txzz7300ks0Tf/7392BlGVlZbNnz66qqrIcmThxYkJCwqxZs2bMmNHTvWdZLB48ePDMmTOWQAMnJ6cZM2bEx8fPnj3bzc2toqIiNjb25MmT9957719//WXtKmtXU1NTI5fLx41DTeoRvcXb29vDw2PKlCl1lFtWpysU/WJoygcM633oKWLwMtBKbC1MalXVtDGVQV4uHDYAHJ7oWhnkpTpxtB9MP73jPCw5DP6PAQCMmwNLDs/+4Fw/2L0mO3bswHEcw7CPP/7YclCr1QqFQpFINGfOnB07dly8ePGKb1keinvmvfD5/Pj4+MTExOzsbIqirvhKTU2Nl5cXAISHh3d2dlr9wnqQlZUVGhr69ddf19XV/fTTT7NmzaqsrOzPCSCGGRqNprGxUeI/F5YcZlwbEP4qxG6Z8eCK4ODgnvGlQqHQ8qO4YgcFMYQYtkJI0/TlZYsqg7wetBcBwBo328ogr/oVjxhl7da26/VSCiw5DE5+AABR62HJ4Q8PV1vb6A349ttvmZ/uli1bLAcvXLhgNBp7nqZSqY4fP7569eqJEyf2fFRiwmR+/fXXm+4IXbx4cdSoUQAwZcoUmUxmlYu5FiRJymQymUym1+s7OjpkMplOp+s364hhyZff/QQ+D8HD/wM2DwCDBT/DksNnqzpomlYoFMwvJTg4uKcv3NHRkYmyKSoqut6wBoOh5+/OZDIZDIb+uB7EDRnOQij79rPKIK/PRjkGi3gfeTlUBnlVBo+qCpvQ+uEmymp/fJVNalhyGBb/DjgHMBwW7oUlh/Nr+3WFdDU7d+5ktHDz5s09jxuNxuzs7MTExPj4eG6P4pz29vbMT7q2tva2DNXW1jL5vMHBwe3tVn/mQCCswd9//73hm7/AKwbitgIA2I6CJYdtnjlmNF25EXLroacMixcv/uijjyxvv/766zlz5vTHJSFuyHDe3Ta1NJho2kDDL2NdWMyDG02fbpWP37NbX1Yy4ssfMFbfX35ycRsAQGsxUAawGwtcsb2I6+fe3z6zK1i2bBmGYc8+++z69espinr22WdTU1MPHjx4+PBhmUzGnMNisYKDg5mMq+jo6DvzfHh4eJw4cSI2NjYnJ2fmzJnHjh2zt7e/+dcQiMFERETEB2t/gqBnoPwgAIDzZACInmR3dQXEnqGnllDqlJSUnqGn3t7e8V3095Ugbo1hK4Taglzl4T9Jin7lYmu8jYegawfjwwb5izTtXJzfsetr22Uv9Lnd5OJ2AIBmJnFiMgDE+drjgyAP9+mnn2axWMuWLdu4ceNbb71lOT527NiEhISEhISYmJg+CXKxaGFubm58fHxSUhLSQsTQQiwWl9Hjga+FpnwAcwZU7KSb/BkzToTly5dDD1E8duxYdXX1N998880336xfv976c0fcCcNWCNs/f5+6QRNzkuzY9ZXNEyswTh/U+eweloZTpTIAMGcQOk+GW/j99BtPPvlkSkrK//3f/xkMhunTp8fHx8+dO/cKj2Cf4O7unpqaGhcXl5+fHx8ff/z4cQcHhz63gkBYiZJ6Vb1cCwYSZJWAscDRBwDifG/jb9giinq9PisrKzk5OTk5eebMmeXl5X/88UdNTQ1zWlFRkVAotMo1IG6H4dmtijYaddfvTmAGY+mK8vvWbuElZXOnDvRqkFcBzgbHSXCbvx9ro1Ao1Gr1F198wXj7jxw50tDQYA1DLi4uKSkpPj4++fn506dPb2pqsoYVBMIaJBe1AQC0FAJlBPtxwBE4S3kTXUV3MBSXy42Kitq4cWNqaur06dMBwMvLK6wLxqHOQNP04cOHDx06BAC//fZbYmKixW2BsDbDUwhNsrae/r+44vrwwkvMfxdIQ9dh2thU37d2zQ7C5gKgKXCYCGy+hz0xxnmwlL40mUynTp0CAMZX8euvv5aWlra0tFjJnLOzc3Jysq+vb2lpaUxMTM+CyAjEYCal5EoHR7yvfV/5NwIDAx/pYurUqZbjFEV5eXmlpqa2trbm5eU99dRT27Zt6xuTiJsxPLdGcUJAG7ubEhyZ5Cbo8nIvLLPcjjGM6ONNiWs6CPvWRG/Izc2Vy+WjR4/28vKSyWQFBQXR0dFWtchoYXx8fGFhIVOq6ooecgjEYMNE0f90cAQAQJyP1fd1WCwWU+/bxsamtbX1p59+am9vt7ZRBMPwXBHiYglua2d5y8GAg2HMf91PdQYDz8e/D40aTXTqBeb3kw8w6ByE8M/moufPn2ez2QcPHszIyLCqUScnp+TkZH9//wsXLsTGxlppJxaB6CtyLyrkagPoFNB5EVhccBgPADH9+EPmcDhfffVVQkLCpEmT+s3oXc7wXBECgPSRpR3fbgeV+tofs3De5EC2o3MfWjxX3aEgjUDKQHEZ2ATYjwOAGJ9BJIRM7WCmuWhMTExMTEx+fr6Tk5O17To6Op48eTIhISE7OzsmJiYlJaVntVIEYlBhdhA25QNNg6MPsLijnQVejkSfDP7111/3TNh9/PHHmdQLhi+//JIgiAsXLiQnJ/N4vJuWy0f0FcNWCG0eeVp54De2rjZAyMOhex04geBKWTjOEziu39q3Fnvsi9Lg5As4e6KbyM2W37dW7hi9Xp+RkYFhWM/t0IAAq/QHvhpbW9vjx48nJCScO3cuMjLyxIkTTD02BGKwcbWDsA/3RZny9BYEAkHP0r7PP/8882LChAl9ZRFxKwzPrVEAwLhct2/3ScaM/T1wNL9HGux740aGuLm4fv0TZ6TnDb5+ByQXtQN07Yuafz+DaDmYkZGhVqv9/PycnftyHXzr2NjYHDlyJDg4+OLFi/Hx8fX1fRyphED0Hr2RyiiXA/wjA2pQ/ZAR1mDYCiEAsOzs3X8+6LDqHd4kf1wgwPh8joeXzVPPeRzo+8aEWgOVWSkHAGguADA72GMH0++np4NwoLCzs0tOTg4JCRkxYkR7e/vRo0ctH6nV6l27dg3c1BBDBpNcJvvig7r5MTWRPjVxQY0vLiWz0vpq8IwKuVpnAnUrqBqBKwS7MRgGMyba3fybiKHMsN0aNYOzxPc/KL7/QQDQ6XQ4jnM4HABQq9U8Hq+v+qfoykoufPHl0Qtn2kjVg+oWgsMXiu3lODZjwiASwp4OwgFEKpUePXqUzWbv37//l19+mTVrFnO8vb39mWeeWbp06YDODjGIIEkSwzCDwdDa2goALi4uAoFAc+Z086p/0UYDrdcBAJAaTcYpMu+cYFq4c+LnGJfXS6Nd+zp5AABO/oDh/u4SZ2lvh0UMcobzirAn1dXVK1euZLLoWlpa7rnnnnPnzvXBuDTd9uGmhqcXijP+cjPIxuG6b0Y7rXeTpFRvWMm/YCfqy7I1vUGpVJ47d47NZjMpvQOLVCpF1TQQN+bSpUuvvvrqkSNHWltbc3JyEhMTy8rKtEX5Ta+v/KuheXtts+XMOp1xZfFFMjOtedXzvbfb5SAsADA7OAbVvg7CStwtQujt7f3II48wr7dt28bUA+w9bR9vUfy+d0NFfaFaCwAEjsVKBRhlOtwqe7FghyYztU+s9J7Tp08bDIapU6dKJJKBngsCcXPc3d0fe+wxAPD29l60aJGtrW1gQEDzupdokmzUmyq0lrIYoKaobJWO0mnJ7ExNakpvjCq1xnNVHQAALYyDAzkI7xaG+9boVSQlJV26dEmlUikUirCwsN4Mpa+4oPi/X2gtma3SzpB0R1dXaA04BmyjrmX9y55/Z/ZtOdM7YzA4CK/m5MmTjo6OzGuKogZ2MohBS2pqanh4uLYwj5LfqOQYRWpKP/vM2Sd8pN0dhmqfLpUZTDR01oGmHfg2IHVns7CoCchBOPy5W4Swra3t119/xTDsww8/DA4OPnz4cO9T2Tp/+a/ZUXEdaL1ek35CGJ3QS0O9Z5A4CK8gOjr62LFjzOu6urqedRcRdzkKhWLv3r0ajSYuLi4pKWnDhg2KPf+lDXrm01aD6WSnuaT+ZX13DSlOTan7iyneToJ4X4d4X/uZfg42gtt4DP1nZahAAGzaaBsJcbfcJO9m7pZ/YwcHh507d1reMrsuvYTMyYSudUyZVk90JWk0GUyuXBYAUBo1mZM54ELY3t5eWFjI5/NDQ0MHdiYIxC0ikUi2b9/OvH777bcBgNaoab15R7RRbzwsN9fK6DRRAEAD7GpR+AsJoKnqFs03KXXfpNSxcCzAU8KIYuR4Oz7nJp4gc61gc+KEP6B90buGu0UIrQGl6S5bc6KTLFSbH1cvkHpXLgEAQNNUh3xA5taT5ORkiqIiIyMJom+qYyAQ/Q/beQRGCGhSDQD+Qt4HXuYk91JS/0RFc5XWsOWyDACgajE4jAeXQHAJMNmNzqnpzKnpfO9gFcFlBXlJIsfbxfvaz5hoz2H9o4S23kj9mFZfWKcEmoKWQgAUKXN3gYTwzmE5OJrk5qq4K52l0VKzzJh/kACAs9gjPQHg3LlzzB7gunXr1q1b5+npOX/+fMY9lpeXp1AoZsyYwXyjubk5OTl5yZIlfTjPwekgHDFiRM+6Nnw+39oVwBFDGiIkCijj9T5lY/CQgyRJQ7drlNCUb65rwbcFl8ngPBlcJpPgnF4uTy+Xv3ewSsRnhY6xjfe1j/d1CPKSppfLF36Sq9AaaQCQVYJeBaIRIHTmsvHQMbbXs4gYTiAhvHOEMfcY6mpo3XXdhBifJwifAQBjx46dOnXq888/bzAYZDLZ448/bgkSOXz4cHV1tUUIq6qq1q5d27dCODgdhLNmzbIkEQKAk5NTUlLSAM4HMchhO7sIZySoThy75qdePM56L5eMUevaTSxoKYamPGjMAXUrXDwJF08CABB24DgJXALBdYoKHJKK2pKK2gDK7ERchcZgpGjzQD0qq5ko6kyFvD/LbSMGCiSEd4508eOdP31Lw3WEkMXieo7h+wUCgI2NTX19vUQiYbFYCxYsOH78+IULFx544IF+mGRdXV1lZaVUKg0ODu4HcwiE9XBct0VXfD5Kq51EdNetduWy33K3o7i8Q1NXdGpcgDSCRyR4RAIAqJqgKR+a8qDpPJAyqEuDujQAAJELuAQw26cy1T/b7faorGaiYOGnuZc+ixVwWf12jYgBAQnhncOytXPa9HHzupdWukjHEt3BaffYCIGFs0Rilw++ZI7k5OTs2LHjtddek8vlOp1OIpH0W7YAsxyMjo5msQbvj1mpVAoEgs7Ozo6ODgAYOXJkzwr9CAQDLhKP/OkA9+1VmjOnAWhapwMMs5VIHrC3d9q4bU1U7Gsm+nydIqmoLamoPbVMphO5wJh7YMw9QNMgr4LWYmgtgcZcUDVB5RGoPAIYDrbeZlF0nAQYDm2lABgTKQMAGr3p+5OXX0jo47rEiMEGRtP0zc9CXB/ybHrzupdonY7SqIGmgcXCeDyu5xiXD75kjzBnaGRnZ9fU1ADAfffdV1RUZDKZwsPDmY82b968ZcsWkcj8WGo0GqVS6cWLF+vr6/ukV9Fjjz32888/b9++/cUXX+z9aNagqKjo7bff3rBhA03TFy5c2Ldv31dffWXZOkYgrsZQd1GTfsLQcBnnEzy/QEHY9KuzdTV6U0a5PKmoPamoLe+igrLc6CgDtF2ApvPQfB7ayoA2mY+zuCD1AFkliF1hzg7AzCGmGIYFed1G6CliKIKEsA+gDQZN+kltbqZJLme7ewrCpjM7orfC5s2bq6urv//+e+ZtRkbGkiVLTp8+7enp6e3tHRERERkZOXv27DsWxZEjR9bX1xcVFfn4+Oj1+o8++shoNK5atWrjxo2dnZ2PPvqoRZIHkB9++CEoKMjX11ev17/99ttbtmwZ6BkhhhVtSv2JkvaU4vbk4vaKph49So06aCuFpjxoygd5FdA0cIRgUAObsISegt1o6OrjRnBZ4WNt4nwdYifZT/GWsnDs2vYQQw20NdorWlpaCgsL4+LiTEEhB2ouT4pICAkJ6f2w5eXlNjY21dXV1dXVP/74I4Zh/v7+sbGxcXFx06dPF4vFtzhOaWlpfX29s7Mz0+qay+W+9tprGzZs4HK57777bnFxcXJy8mAQQgu//PLL4sWLB3oWiOGGg5i7KGTEopARANDUoUstkyUVtR8taK1tA3AJAJcAAACdAo69Bsp6IOyBbL9e6GlycTuTd39F6Cl2LU3UV5XrivJNKiXHzZ2YEoaLbvWXi+hnkBD2iqysrGPHjsXFxb355purVq3q2WOzN8THx7e1teXn5yclJaWlpZ06der8+fPnz5//+OOPWSxWQEBAfHx8fHx8ZGQkn3+jalKMgzAuLg676mdqMBh27dq1Zs2aPplwb6itrT1+/HhJSUliYmJVVRVqQIGwKi42PIsovrW//L1D1XojBQCAc0DdDBgL5nwNTfmguAzq5lsMPXWScGdMtGdq2YxyFACArqyk5a1XjA2XgKZpE4VxubTBIFn4qP0LqzDk/x58oK3R3rJ69er33nsvPj4+NjbW2dl52bJlt/X1PXv2NDY2vvLKK8zb0tLSxMTE3bt39zzHaDSeP38+KSkpKSnp9OnTer05c58giKCgoMjIyPj4+BkzZnCucpPMnz//zz///O67755++mnmyP/+97/du3dv2bLlP//5z7x588LCwvqtST0CMdjo1Bg9/p2iII0AAA3n4ORGcJgAYa+AuhUazsK4uSBy+UfoqV7Z/eUeoafA7Q49HWHDWyq5vPRkYr6scwLBEbLMPsVKrUFI8L0m+rh992vv20Uh+hYkhL2FEcJnnnlm586dzz///JdffmlVc2q1+syZM4wo5uXlWaJPRSJRaGgos1IMCgrCMMxkMjk6Osrl8ojX/4wPmRQ53nbGRPuGy3Umk8nW1lYulwOAVCq1t0dpUoi7l9+ymh7+PM9E0ZD7LVz4E3wfBv/HAQDO78YnzsP4tiZLiuEVoacGjfn4P0NP7UCfUrVBRGnDCi99O9rZV2Be/71ysXUiwV3h4Sy6/0HHNzb3/5UibgASwl6xf//+1NTURYsWKZXKnJyc6dOnW1Lj+4HW1taUlJSUlJTk5OSqqirLcRcXl7i4OG9v702bNoFoBMw1F1m9Fa8GAnFXYaJo6TPH1DoT/PUCdNRAXCI4+7HqTnH4gu82PvPAVJfbDT31lDrOJ7QL7Yj5FxqvFsJnnaUYl+95OJVl5zAQl4u4NkgIhwmNjY1paWlJSUlHjhypq6tjDrLYHBPGgZGh4OgDrlNB0L34u9qrgUDchZyr7pz2ZjrolPD7I4BzYOE+aC/31WfOj5vy5KMPjR492nJmm1J/pqIjvVyeVNSWU9PZPcTVoacAv08YsaKq5ZpCiAsEDqvfEc95sH8vFHEjkBAOQ0pKSpKTkzdv3tzS0tLjMAY2Xub4Nyc/4HQX4PZ2EkSMs40cbzs70MnN9kbRN2qdSW+kpAI2jpaTiGHBewer1uwtg7pUSEsEl0CI3TzGWVDxUfSNv2UJPT1yvrWunez+QNf5Ud4r+UrNupF2kUWXJCyc35ViUa83rnCWPussBQyzfeZFu5X/sdo1IW4bJITDE71eb2dnp1ZrIHYTdNbd2KsBrO4wtmv2ctMaqE+P1Hx2rLalQ4ezMKAh3s/h3cXj/T1QODhiaJOQePZ4YRuc/Qwqj0DAUpi0aEWcx9dP+976CNUtGqaWTXJxm0xlKCj/j4DSA0BY4aV3PRzGd9Wc2nRZFiTkPessBRZL/8iyby+1Lly4MDQ0NDExEcOwFStW2NmhDsADBkqfGJ5kZGSo1WqwGQUugeASCOPnAW0CeY05/q2lCGSVIKuEkt+AxQW7MeagcCdfSy83NgubNtomzsd+sqdk9S8XGjv0GqYDKkUDwN/5LSeK27Y9OvG5eFR9CjFU0RupjHI5wD9KjMbeZpVtbyfB8liP5bEeFE2X1qt1/x4LtcXMR44clivXfI+19CvFCcHIkPAHgjGZTJaSkuLo6BgWFoZUcGBBQjg8YVovrVgyJ+6JwLQyeXq5PKemE+zGgN0YmLQQjFpou9Dt1WgtgdYSKPmtZ0ENo93ojHK5+TYBAAeWQcwmELsy76gzH2mc/F/7BfOwJ2YHOg3UZSIQvSGjQq7WmUDdCqpG4ArBbgyGwR23m8AxzGekSLViReumNRSpud5pGIcjComA9AwAaGhoaGtrO3DgQFNTU3x8/B1eBqLXICEcnjCp9HPuTZjTlTtc20amFLcnF7elFLc3dvyzoEZzgTkoXFbZo6CGDTj5mheUImfQdQLdo1C4Xg0mnUZnemZn4eXPYlGtKcRQJKW4HQCgKQ8AwMkfMNzfXeIo6VXCu2jm7I49/9VfKHLlsrk9fhb2bJaEhWN8wvGt9/VGU3l5uUqlmj59ellZmb29/dVJwIj+BAnhMESpVJ47d47NZk+fPt1y0NOBeGrGyKdmjIQrvBog6W5bo26B5vPmoPCebWtmvn89WxqdKb1cPn0C2thBDD2YYmnQXABg7kEY59vrtFocd/1sV+Nzj/7B5vRcF67zdMA4XPtX1gunx5Ek6eXlBQA+Pj48Hk+n0wUFBfXWLqIXICEchpw+fdpgMISFhUkkkmueYPFqmCg6v1bB7J0eLWhVgBN4zwTvmQA9erm1loDdWACAqqPAk5qHUDbCCAAAvZHKu6hAQogYcii1xnNVHQAALQUAZgdhnE8fpPfhYonbD38q/re/46edxksXAccwNlcQPt125Stc77EAQBCEZSPUx8en9xYRvQQJ4TCEcRDGxcXd9EwWjgWPkgaPkr50j5exRy+30xdkeksvt24wuCprwkTRrc2Nn376v+jo6MmTJwPA3r17w8PDPTw8+vCKEHczpg45pVbiIjFLatuHw54ulRlMNHTWgaYd+DYgdWezsMjxfWQCZ0nmPyyZ/zBtMtI6HS4Q9s2wCOuAhHAYwjgIY2Njb+tbbJZZFFffP1qtM52pkCcVtX/0d7XB2JVgMzoBJCPNr1tLmP8luCy+rmnZsmX/+te/du/enZWVdeTIEWdnZySEiN5C08oD+2Xfbje1t2IsNm0yshyc7Ja/JJ7z4NUPZHdASgmzL3oeAMAlEACbNtpGQvTxLRFjsTEBus0OdlCTyeFGe3t7YWEhn88PDQ2940GEPFa8r0Piw+P/Fe/JZd3opmOk6JeeuJ+maYlEotfr9+3b99BDD92xXcRdCEmSJ06cYF53dnYmJSUBAK3XN/zr8bZtbxsb62m9niI1tF5vbLjc9t6GxheX0gZD7+0mFzGRMowQMvuiqO7uXQoSwuFGcnIyRVGRkZEEQdz87JuxZu5oHpd1vU+FPNZrs0dplfLExMR33nknJyeHw+Hs378/IyOj96YRdwkpKSk//vgj83rbtm2//vorALRuWq09n/t8Ue0vbd0NH35qVf67pJbMO9e6ZV0vjbar9IWXlEBT0FIIAODsD33kIEQMRZAQDjcYB+Ht7oteD2cp7/eXg4Q8FhafCMIe+YKBywRjpkeNt3tr/th9+/bxeLzvvvsuLCzsvffee+WVVxYuXNgn1hF3A7Nnz3Z0dASAU6dOTZ482cbGRl9xQX3iKK0ljTRN9ah8ZaJpI03TWlJ1/JC+qrw3RpOL2imaBlkl6FUgGgFCZwGXFTrGppfXghiioM3r4YalGW9fDRjv65CxMfypb4QXGtRsHKNpGscxE9997dwxq+73ZuHYCy+80PN8X9/bKE+FQFjYt2+fp6dnVlZWIddko9Pf4Exaq219Z7Xd86/xA6fcWW+/fzoIJwNA5HhbHgctDO5SkBAOK+rq6iorK6VSaXBwcB8O6+8hztkcWdmsOVfVodGbRjkKwsfZ8tFdA9EXHDt2rL29/dChQ0wvT1tbW5fMY1rK3NgouVPTbDAyrws1epG5dAOtLcpveP4xjMfnBwTzJ08hAqbyg0Mw9q3e0JKL2gDAXDvCJQAAYpGD8C4GCeGwglkORkdHs1jXdezdMWOcBWOcUcMmRB+TkJCQkJBgebt8+fL6tL8sb21YuFtXuc46ndFE06WkfmezIkzMDxfzXUFLZqWTWelyAFwg4PkFCqZFEiERvAm+N4gsrWsnK5s1QBmhrRQAAyc/QA7CuxskhMOKW88gRCAGLdxxE7QlhUxJv2AR/2EHc5MTHUWfU2lPdZL/k6n+J1MBgDuPHSzkTxHxYqQCZ42GEUX4DFh2DkTQNCIkUhAaxXYd2XNwMiezcfuXZyrPF3V2PGvUOYgdjFwOCDiBXteuPoG4G0BCOKxgwtD7KlIGgRgQRPc+oDp6iNKorvnpbFuBgIVlKBlgMyQAABQPSURBVLRnVdpLOuMlnepPmQqD9gkEN1TMDxcT00Q8oaxNlfSXKukvAOC4eRAhEfzJU/iBU2WfbtVknHQgtQB0fqcCAO4TGP9T+daemNWoXu7dDBLC4UNpaWl9fb2zs/OkSZMGei4IxJ1DBIfyxk3UFp+/5qfuPM4TjpwnHCUmGkpJfbqSzFHpslTaUlJfSur/26JgYTCR4EaIiXAJf4qQD/V1ht/rFL/vMW+WdnVgzVCSABAl4okp7bLU93TFQTwf//66RMTgAjXmHT58/vnnL7744pIlS37++eeBngsC0StMctnlJx5oaGzgGw0SljksS2GitGzOCAd7Yfx9uvwcXVkxUOaOKCaaLiUN6UqSWSkaum5rfBwLFvKDRbxgES9ExGd3OQ7VJiq44BINdI6/h4iFA4ZxRnp6/JHSJzVrEEMOtCIcPvR54gQCMVCwbO3c9x0Rbt+qOLAf4/AwDGialhoM7vMW2724GhcIAMAkl5E5mdq8c9rzObrSQl8B11fAXeEsJSk6V63NUGjTlWSJRp+uJNOVJAAIcDxQyAuX8CPERLPBaKTpICFPxKgsTRubG5QHfhPfvwDwvg80Qwxy0IpwmGAymRwdHeVyeU1NDdPhBYEYBlCkRldSYJLLWLb2fB9/jH/tekmmthYyP5vMStOknzQ2N1qOtxtNmUpthlJ7RknW6YyW4wIc01B0nFSwwd3O0kQebif0FDGcQEI4TMjOzp46daq3t3dVVdVAzwWBGEj01RXk2QzyXAaZk0kpFZbjNTpDaidZrjWcUpCNeiOBYyRFwxWhp5zu5SDLwUkwLZyYGk5Mi2C7uA7AlSD6CySEw4Tz588nJiZ6enomJiYO9FwQiMEBZdKVlWjzs7X52Z1Jf//apqjVGde42cqNppCCSziGTZcQ2SqtwmR2NGIAEwhumJgfJiZCxDwB3l0yguPmwQ8I5gdMFUTGsJ1crrBjuFyrPHpQV1wAFM2b5CuaOZs7akz/XSai1yAhHNrs2rVrwYIFlga8x44d8/T0HD9+/MDOCoEYbLS8/bry0O/vX2pf5WZ7WK5+qaY1UkLsGuN8ReipuksUrwg95fVIrmDyMYiQSEFIJEYI2j7YqDz0f2AyMT0xMDYb2BxRTILjm4kYjz8wV4u4TZAQDm0EAkFBQcGYMebHzzlz5sydO3f58uUDOysEYrBhqK+7vPiexKqGVW626+va97YpX3O1Xeki7XnO7YaeAs7CBQKZSrWvuWOFc/dQu1oU9znbufv5ue38FWOhgMQhAPpHQiAQwx+Om8cB//CmC3srtAYmgzBc0rVcY7FxHo9lYwcNl24r9NRHwKVUSrnO8HnjP4Tw2+bOQCHPufxCx087bZ9cORCXi7g9kBAiEIi7guXPPDPnbHKD3linM0pYuA/BAwCMxxeERjpt3IZLpD1DT4nmxggxESEmXgfbK0JPGVH8AOROHFaYmHjG+dq12Wgt2fnfr2wfXw44Kk8/2EFCOOQJCQnBu35pCoVi7ty5AzsfBGJwQp5NB4B0pRYAQsR8FgYsR2e3HXs4nqOYE1gOTqL4+0Tx9wGAob6OzEons9I0ZzPsFR2zbYWzbYUA0GIw5ai06UotE3qariT/NUIKADrqGj4mmjLpayq5o8f12zUi7gwkhEOerKysnj7CgZ0MAjFoIc+dAYBMJQkAYWI+AIgT5lhU8Ao4bh6cBR6SBY8woadkVjqZf06bk+WkUd9rK7zXVggAFVpDo96IAWgpOq643vLdNqO5hxTgLFNbq8lrtDW6wSD6ECSECARi+ENp1Lri8wCQqdQCQLiYAABiWvjNv4mzeBP9eBP9bGAlbTLqy0vJrHTN2TRtbtZYgLF8To3OwMexNL/uHhcRhZfMr2gqp7Zu84ZNu3fvLikp+euvv6ZMmfLQQw9Z4foQvQIJIQKBGP5oc7Noo7FSa2g2mBw4rNF8DsZi8QOn3dYgGIttFsWlKymNuvaeEEqtvsH5tNEUMX/hzEsNANDU1MThcGxsbHp1GQjrgLy4Q5uYmBiBoLtZbkBAgJub2wDOB4EYnJBnM6Cr40SEmI8B8HwDcKHojgfEBUKbJ1fgxLVLvgEAxuNLFjyMcTjM28WLF2/evDkpKUkul9+xUYSVQCvCoc3hw4d7vt28efNAzQSBGMxozqYDwBmlFgDCmH3RqbewL3pDbB5foTp6SExWzrEV9jw+y0Zox+ey7B3tnnutqqoqMzNTIBCMHz8+NzdXqVRKpdLrDYgYKFBCPQKBGOaYOuUX46eYTNS0grpOE3XSd+RILtv1mz1EcGgvR6YUnU2vrtCVFlJaDXTdSnGBkOvl7fLp9yw7B71er1arcRyXSqVarZbPR7VmBiNoRThUMRgMGo2Gebrs6OggCILH4w30pBCIwQh5NgMoqpjUdZooDx57JJeNcXl8v8Dej4xLpK7f7tVkpip/36urKAWgeaPHieYuFkbFMp0ruFwul8tlTkYqOGhBQjgk6ejo+PDDD9vb25ctW3bu3Dm9Xj9hwoSEhISBnhcCcecY6ut0xQWURs1xc+dPDsa4ffZgx2QQZii640X5gVP7cHxBaJQgNKqvRkP0P0gIhyQ2NjabNm06dOhQY2PjyZMng4KCUDQaYuiirypveXuVvrIM47CBAsBxMBltnn7edunKPmmTy0TKnDEnTvABQDAtovfDIoYNKGp0qNLQ0JCamnrvvfdiGPbaa6/t3LlzoGeEQNyEvLy8zz//HADS09M3bdqUk5MDAGROZv2TD+RlZ5OkhlKpKI2KUikudigqd2xveHEpbTLebNSbYGxqMFyuNdB0rlqLAUwT8aEvImUQwwkkhEOSioqKe+65RyqV5uTkBAcHv/vuu97e3gM9KQTiJhAEcfHiRQAQiUTr16//6quvTB3ypv8sp0jy8fLGnh3k36+XHWxo053PkX39cS+NkllpAJCr0pEUPZ7gOnBYuFjCm+jTy2ERwwm0NTokGTt2bEFBAfN62rTbSwpGIAaKCRMmMMXGJk+eXFxcPG7cuI4fdtAG3fXOp0iy8+fvbZ9ciYvEd2xUc+4MAGSYEyf4AEAEh/bJjiti2IBWhAgEor85c+bMkSNHXn/9ddWRA7Ref4Mzab22/pnFHbu+1pUWwh3lemlzMqErlb6rshpyECL+AVoRIhCIfuLkyZOurq6pqanFxcVisXj//v1T2losn66ubSe6GsFXaA1TRXwAABr0FRfaKy7AZ8CycyCCphEhkYKw6ewRt1RBSV9dYWxpUpuoQo2ehcFUEQ9uscQo4m4CJdQjEIgBozpsHK03AEDw+br3vBw8eeaCZFsuy2IkhMxIHZCrIsREhJgfKSHErO4dLI6bBxESQYREElPDWFLb643fuWdX27a3T3SSz1Y1Bwp5+8ePYNk5eB07C5Yu8wgEWhEiEIgBhOM5Wl9xgXntwWWP5ZuFUIRjAHBWpb2kM+7VKfe2KdkYFiDkhYv5YWJ+gJAH9XWG3+sUv++BHqIoCI2yeBONLU2yz99XHjkAV+yLhkQiFURcARJCBAIxYEgferLto020RnPNT38a61xKGtKVZIZCe1alzVZps1Xa7Y1A4FiQkB8u4QcLeT1FEWOzeb4BxLQIlo2d7PP3ab0eTCbokUFYSuo1bR2LaBpDWojoAdoaRSAQAwZtMl5++D59bU1cQe03o51Gd60I19S2BQp5Dzl0B4uSFJ2r1mYotOlKslijt9y2BDgeKOSFS/gRYsJHwL1a3zqM1LSCOg6OHZrgur9dNdVOTC19Yfmq1da/OMSQAQkhAoEYSEztrfXPPGRqbaJIsvsohmE8vs3SldxRY8isNE36CWNzk+VDmdGUpdSmK7XpSvJSj+xDBw5rqojPOBRHcs3bXX/J1f+uaY0QE487iYU4HiYVbNVxdxaU9tf1IYYASAgRCMQAQ+v1Hb9837lvt0nWhrHYQJv4weH2L77OG9+d9m6oryOz0smsNM3ZdErRaTneYjDlqLTpSu3JTrLJ0C2K7jw2E2WT0kn+IVO95mo7VcRvMBhnSIjvW5SbP/xQOGMm23UkIBBICBEIxOCB0mgotZJt73CjhHfKpCsrIbPSNWfTtPk5tE7LHKYBKkh9hlKbodSeVWlVJqrnl+baCefaiQrUOhMNjzqKnTgs6Bl6OiWMZXPd0FPEsAcJIQKBGKrQep32fA557gx5Nl1XUkCbTMxxEw2lpD5dSZ7oILPVWsv5LAwmEtwIMREu4U8V8bmWkBkc542dSEwNJ6aF8wOn4QJB/18LYgBBQohAIIYDFKnRFeSp05I79+yy1KD5rV21prYtWMSfJuJlKLVFGp2p64ZH4NgUET9czA8TE5ME3O4URZzFGz+JCIkQTIvkB07FuroJAgClVnXu/0n195/GlkaMy+dN8rN5eCkREtmPV4mwCkgIEQjEsOLykwt0xfmMFr56sfV/MvVb7nZPOErg+qGnQhYeILhG6CnGJ/iTgwTTIvkBU2iaan51Oa3TUdruJSYuEBLBIc7vfYHxUNPdIQwSQgQCMazQFuU3rFhCa0kAiCi81GwwHZnkNqYrMcPCbYWeAgBgWGqnJkete3mEufdnq8G0rq7920ke/MAprp//gPL0hy4ooR6BQAwr+L4B4vsXKvb/WKk1NBtMDhyWJT0R4/EEYTOApsicLDuV8l5b4b22Qrgq9PRvufpvuRp6hJ6GiQkbNt6oNxaqu3tlaCk6TUHSOq3ufK4q+W9R/H0Dcr2I3oOEEIFADDdwHg+6KqtFiPkYAOA423Wk09otZpdez9DTvGwn0DGiSAOUk/ozXaGnlgJvOECcjSBGQlzTHEVqOnbvQEI4dEFCiEAghhuas+nQVVktVEwAgHTBEoc3NnWf8f/t3VtsFFUYB/BvzuxlZrss7dotBFsrGC41pe2CUAQ1mBob9UEToz5gAzwoxkR5IJIQYgBJEBtf8AH7QCQYTRAfSAxo0ohRbBe62EukC7KgQCi09t5ud2d3di4+bGn7QtvY0umZ/f+eJpMzu98mm/63Z853honuktXuktW5294zdU2NXh0NxZbwSqKVsmtbgW9s6WloOPlHPJnvEIloUDcaY6ON/71pfez1UtGrZJqYHeUUghAAbEUfGlBvXNNNCk94GG/Oi688aLwgOsZCMbP0NBFuUJoaU3+1l3pcpR7XjkULk4aZMIyfBxOdqnaqdyRzoWKML7AQDN3U9bbLl4PBIBG1tbVVVFQ83M8JswdBCAC2ooRDZBgRJTWkG4+5HYUuhyDJ0uo107mWyR65cpNcuYk+IH2gX2m+qDQ1JBp/lf7tlJhIRCWy68jSQGbwnZRWfeVu5liQ5d8aGmpra8+ePVtfX19XV3f69OmH9AFh1uEJ9QBgK0q4kYhCw5knTshEJJWvndgOOE1int/7wsuBvYcKvz0zxeVM8Gx4dvPmzWVlZURUXV29YsWK/1c8WAJBCAC2olwKEdHFkfF5Uc/6TTN5QTHP761+VXC7HzRAcLrz3tk5k7cAayEIAcA+tK576Tu306bZPJIUiCq9EhHJMwtCIsrfvd+xaMnaXF9NwDd20u9g+4r8TJL97+9yLV/V3Nzc0dFx4sSJUCjU0dFx8uTJGb4pzBk01AOAfcR++L77wO6mWHLL9a5VsutMyRK2wLf0l5bJdvGeHmMk1r3/o8SF82TopqoSkZDjFYgCew56X3ptNmoHy2CxDADYRyIcIqLQhPWi8toNM09BImLeBYs/r0vf/if++zn17xuiJ8ddFvQ8V8Vk7NDNPQQhANhHsvki3W+lz6yUmfm86ETO4mW5xctm8QVhPsA9QgCwCfXmDa27K64blxOqKNA6r5uI5PUbra4L5jsEIQDYhBIOEVF4JKWZZpnH7RWZ6M93Pf6E1XXBfIcgBACbGO0gnDgvWvkMtj2DKSEIAcAWDF1paaL7W4xuHO0gxLwoTA1BCAB2kLoaMYaHBjUjqqhuJlTkuIlIfuppq+sCDiAIAcAOMhvKhGKKQbTOK7mZ4CwqdiwptLou4ACCEAC4Z2rayLmf6H4H4YbMhjLrMC8K04IgBACeGcbgN8duPR9MXfmTiBiRh7HRVvpZ7SAEG0NDPQBwyzC6du24GzofiyeK3A4i+uSxR/YU5t1MaUQkiPihD9OCLwoA8Grg+FHlUuOPXX0HO/rHTnal9beudRJR977den+vddUBNxCEAMAlI5EY/OpLQ1EeNMBMqwPHj85lScApBCEAcEm5FCLHZH/BzLQ6Un9mzuoBfuEeIQBwKX3nlplKZY5b46ma612Z46Qx/mg5o6+XDIMYfvHDZBCEAMAlweEUBJYJveWSc2+hP3P+nqrtvNkzOogxbLEGU0IQAgCX3CufJKeT1BQReUW2SnaNnmfjyecoKkYQwpQwYwAAXJLK1wiSPMkAQZYXvlEzZ/UAvxCEAMAnJhZ8fFiQZJcg5Ez4L1AkYaEoCqLoyC/wvb7FwgKBF4JpmlOPAgCYl4a++7rvyKdmOkUT1sgwSWL+wKPHTjkWLbawNuAFghAA+Ja6Fun7ojbZckEQnaamsQU+35tv59W8O/nEKcAYBCEA2IGpa3pvD5Nl5su1uhbgDO4RAgCv2tvbt27dGo1GW1tbDx3+7MMDB3U5x+qigD8IQgDgVWlpaVVVlaqq5eXl27dvN01T13WriwL+IAgBgHuMsZ6eHkmSVFW1uhbgDxrqAYBX/f39kUhE07R4PN7Z2Tk8PJxMJn0+n9V1AWewWAYAeBWLxaLRKGMsGAxGIpFAIFBQUGB1UcAfBCEAAGQ13CMEAICshiAEAICshiAEAICshiAEAICshiAEAICshiAEAICshiAEAICshiAEAICshiAEAICshiAEAICshiAEAICshiAEAICs9h+gPrIv2FrfAAAAAb16VFh0cmRraXRQS0wgcmRraXQgMjAyMi4wOS4zAAB4nHu/b+09BiDgZYAARiCWBmIZIG5gZFNQANIsbAkaQIqZejTUWAjFqAASZWSkF83NypbAwprBxMaewcTOkcDBmcHEzJHAyZXAyJXBxMiUwMQMFGBJAAYFCw8DGzc4bPgYGPgZmAQYWAUZ2IUYOIUZuEQYuEUZuMUYuMUZeCQYeCQZeKQYRJjYGIFmcXKxsTBzsLOxivsxQkIUDKT5ZdsO3HdM3AviaKzSP3Czdb0diO28+tr+Y99M94PYm6Ny9lXYL9gHYudZh9lvf7MOLH5JTsghhakCzHaM0nLYJPMdrLeE+4w925Ij9iC2U4y4XeOOiWA2d3X2/rVePA4g9s488QNXVz4Fi8uUNjskpyaC2UmzX9l1R5kcALE/XJ904K7oJrB4zJGiA781D4Dt4krdciDw2nOwewQnMh94mMgFVh9RHObAls8IZgc3/bE3MrMH2+Xby7X/jl4mmO1wOPpAuLMZmP1Xf4JD6S0BsJklJbkO/i9FwOLiezc6mM9bDLbXPP+L/a+pPmAzeZzr9svIy4DZ8/4vso2d3wFmiwEAPal61bkVhXIAAAKEelRYdE1PTCByZGtpdCAyMDIyLjA5LjMAAHicfVXLbtswELz7K3gOEIL7InePSRzURREHaNP8Q+/9f3RWqiMGJSoZELUa7nOGvrvDdSp5fT9/+/W7fFx8PsHe/vOLiPIurbXTS8lFeXz+8vVant4eHm+Wp9ef17cfhUdhxx7cn7EPb68vNwuVp3KvlYKajnLfajON0ILFdh17OZFch+rohO+i7OQLoCSQah+DGqVLPEeMBVIT2SpLc7JcCXH4KrgB2apLd9V0Lr0bGvEvsAPIlV1IttjRfXhfAMcG7J2GpR917koLnANH1UIJViyks638xZYh6XAS4EiQqSxw1Paig1BpRwoU3GzVR6K946iVJH2OUFZbIXM2GGLztn33fC6Dy5almjON9I0JNl6VQ1ouSQxz956FS2A2vEJaIgXZCYvlcKwRqLGC9oRa7TJENLugxt5W1EB6l0ywmQ2OXFFn5hU3QMJLkSoGlrVtD3BtGT+ApBqDR4qjho/uqz5xy+itmhJjk9Suor5qPdNevYoMtAcdBQPQsAWSgURDMWyMO513c1lGl60gyIbxHQTgPnTpModk1QzRGYXxAItX02TbC2/RUz8C0kFAS5X3vfLANEFAdFMlZCk1zhHBPMI8kivcQ5dOn6/nT4fOfgw9vl7PxzGkkO44zhqF5Ptxoij06sexoZBlHGeDQn00HQEJiEPomqIjOhStCHC8x/Yuk0A1I04yTH82iY1w86QpQg4kk3QIUYknheQO0kkHm8Emtm+GPnGakASNibqEysgnihJKoZiYSJk8z4yjTJ9pYhZlAcwThXaLTFzZLTpxgrJMtmn0u+UjYfa/ljEPfR5xvt/+pbA+/QG4VkxIz9UmugAAAcN6VFh0U01JTEVTIHJka2l0IDIwMjIuMDkuMwAAeJx1kbluXDEMRX8l5RjQCOK+TJnGVZDecBEMUgYTBC798aHUDBsXb+HlosOrt9f3O9wv3y9vr+8v57Wf+/m741eJL+uhvt8+L1eaTGQxcDqb67hdcZIq0IBpwShHMWbTsSYxOnhJPCFgybiuuYQjWI4o7jUDJgVglEI1g5DGFaYswN0pU8mIdicL+rLSYKoZbMlgWdg5c4lYleEERcSS1kRaDudQqvnO47amkzrzPqGwdSssjmC7s1gXjRvMWKFVQ0WtKmdWFBjArmKKM6lOFo+SeKKejXCiExzWUD/20CSpwt23EHnXlFvHHHZUhnErb5aXN8Xmi4W2Ikuqu+aIitf2NadWLWfKbVSrOTJF6irKPDRH29QSNa4+pKhnC0PbHeGmvomhruzcFND24KwF5YtWEQQuPZIwIMSgqUwc42X8+nj8+fnv8TfX3L8/Hh+/J66EZwQrsUVJz2AltwyltIhTWyRpbX56S2nGM6KEBsIJHQQTGglWtrGgJDQa1ISGU8mOYwmNp0o7ECQ0IoTE7g0mNiakxMZkiQ0JPLEhVdSIIrETxed/If34nkQO3y8AAAGvelRYdHJka2l0UEtMMSByZGtpdCAyMDIyLjA5LjMAAHice79v7T0GIOBlgABGIJaG4gZGNgUFIM2CnUrQAFLMxNMQbYwKIC4j40DR3CysGUysbAksnAkcnBlM7BwJbOwZTEB/MzIxMDED3cnAzsXAwM3AwAMKFEY+BkZ+BiYBBiZBBmYhBmZhBlYRBjZRBg4xBk5xBi4JBi5JBi4pBhFGNhZODnY2VnE/RkgYgoF0e7Xu/p7mpwdAnMnSM/eVCm4Hs+f9X2QbO78DzE6a/cquO8oEzM6zDrPf/mbdfhB7c1TOvgr7BftAbKcYcbvGHRPtQewS7jP2bEuOgNmOUVoOm2S+24HYl+SEHFKYKsB6g5v+2BuZ2TuA2GaibvYuCz+CzRd05jhwNfUmmL3IpH3/pV+cB0FsZ/4H+/d+XgUWr2qcbK+jfxjMjvhx2F507xQwO3XG+v3ezJVgNo9z3X4ZeRkw2zz/i/2vqT5gtvPqa/uPfTMFu4G7Onv/Wi8esBtkSpsdklMTwW6OKA5zYMtnBKuPVI12OPxLDazmZTGr/cLCcDB7Zo2YgyFvH5gtBgBBTXZ+91mzdwAAAnx6VFh0TU9MMSByZGtpdCAyMDIyLjA5LjMAAHicfVXLbhsxDLz7K3QuYIFvUsckDpqiiAO0af+h9/4/SspJV0GFahdYLT1LUuQM/elTrlOr9e3y9dfv9nfR5ZR2+M89xmg/GQBOz6027f7x85dre3i9u3+3PLz8uL5+b+R1Q10fsXevL8/vFmwP7Qzd3M2snb2jE0M06DDX8S3dkDQG8Ghn7U4QgRskJzKtPjQSKJ1siMoGKBMoGoTeztQDA8g2QJ3AYAuRdsbOZpp1+Bdob0nmEVBrx0gjdrF9ukTxQG7YkdM1b3CROOw6BNOaGzbSXYojcdTN0LUSkyCTXXEQJpCCkbEyHBYeO4+IM/Rw8mplH+EWuxSR2lOa3dkNq4eqMHjrkhOZhc6iJKKdrXsCA3ZQKSh2UKORRY9uxM66g+oN6gpSJNLOQqTbVC2hWW0lLm5YTz7rlm7JiKdZb4T8KFlkErClG8YtPDsGRztzjwGx5RGOgmbNB1OWNyshPHjLJIIZP+tkxTnuOJJ0OyYR3uKnhjLXcp9PH76D0lt8TFJa9hQHgW7VVp2SjhAgVfOo566iVH3izpohoU4ERAK7OpFOpJBgniO5CgN010+yySclzDlTvs2yCztg9YgyNnI6kiomboGP18uHqXObQ/cv18sxhyRVbsewkdSyHxOlfsVlcEgKDpf5ICnUcUwBSX3HIXXMiw5F50vjQ7hY/hd9zlwWFWJ9govayoS0iGoaeJHONMgikAqJushgGmxhe2WBvpB6GmKhbuWFYyFoGWjlIebRCRe2YR6eaCEV5nmJF/JgnZhkIQnWmUkXNtwstrT9ZvG1v2s36/39Hyn3pz/urUiuZkOZxgAAAcB6VFh0U01JTEVTMSByZGtpdCAyMDIyLjA5LjMAAHichZG9blsxDIVfpaMDyAL/SfGOXTIV3YMMhdGxcFFkzMOHuh7MrYMFHYrn8OP12+v7DW+X75e31/eX89i/26Wf7fG/19OBdX77vFxhLlwhNmjiIrBxwETxQB44kUNkHDh1CZZWNrKtl5NzWVa4xTh4CglqFQzWI0OpEniyGeM4aLIi65ApvPAsmKHbgClBVuGHTIQArUoEiPLuoeBK2YwWHrYHsYKvcaUJRLIHBduGvOKedY4WDULfPYEBFbQDFlPNrVoBnCstWFY2rrXNdPsqWGNVk0yyJXouzgi0KyYBteke4xinMRbEI53WAi4qnU4QjzZXEN8lFqIzC5V2k01YS/E0mvuGvvpEp/2hYLqzG+6SKmzUYkYq2u30xfaIBzWqUkwjdnlQMET9CXXjMoScfTUBd8mx1vPxMn593P/8/Hf/mzD39cf94/ckTHwqS3oKT34KhJTmktSmNK0pS3+qyGhPlOupVmIH4cRGIokNpd46SyQ2GKygTpPYaNASGw56YgOq5RsQSlIjQk1qRJDUiBCTOhIldSROakgV1D8QfH4B1n35MVv+69kAAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# LomapAtomMapper wraps the lomap.mcs.MCS object\n", - "mapper = openfe.LomapAtomMapper()\n", - "scorer = openfe.lomap_scorers.default_lomap_score\n", - "\n", - "molA = smallmols[0]\n", - "molB = smallmols[1]\n", - "\n", - "# mappers can return an *iterable* of mappings,\n", - "# for our case just grab the first with `next()`\n", - "mapping = next(mapper.suggest_mappings(molA, molB))\n", - "\n", - "print(f\"Score is {scorer(mapping)}\")\n", - "\n", - "mapping" - ] - }, - { - "cell_type": "markdown", - "id": "f60b42b4", - "metadata": {}, - "source": [ - "### Creating the score matrix\n", - "\n", - "To fill the scores matrix, all possible combinations of molecules are iterated over (here using `itertools.combinations`) " - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "a79d3ebe", - "metadata": {}, - "outputs": [], - "source": [ - "mapper = openfe.setup.LomapAtomMapper()\n", - "scorer = openfe.setup.lomap_scorers.default_lomap_score\n", - "\n", - "scores = np.zeros((10, 10))\n", - "\n", - "for i, j in itertools.combinations(range(len(smallmols)), 2):\n", - " molA = smallmols[i]\n", - " molB = smallmols[j]\n", - " \n", - " mapping = next(mapper.suggest_mappings(molA, molB))\n", - " \n", - " score = scorer(mapping)\n", - " \n", - " scores[i, j] = score\n", - " scores[j, i] = score\n", - "# set diagonal for easier comparison\n", - "for i in range(10):\n", - " scores[i, i] = 1.0" - ] - }, - { - "cell_type": "markdown", - "id": "000f3c98", - "metadata": {}, - "source": [ - "In OpenFE higher scores are more dissimilar and unfavourable, in contrast to Lomap where low scores are \"worse\".\n", - "The default Lomap scorer in OpenFE is implemented as `1 - Lomap`.\n", - "We can then verify that the scoring matrix we have produced is identical to that of Lomap's." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "c8d438da", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[0. , 0.36787944, 0.90483742, 0.74081822, 0.81873075,\n", - " 0.77880078, 0.52204578, 0.22313016, 0.54881164, 0.54881164],\n", - " [0.36787944, 0. , 0.22313016, 0.27253179, 0.24659696,\n", - " 0.23457029, 0.67032005, 0.27253179, 0.67032005, 0.67032005],\n", - " [0.90483742, 0.22313016, 0. , 0.81873075, 0.90483742,\n", - " 0.86070798, 0.4965853 , 0.24659696, 0.60653066, 0.4965853 ],\n", - " [0.74081822, 0.27253179, 0.81873075, 0. , 0.74081822,\n", - " 0.70468809, 0.4965853 , 0.20189652, 0.4965853 , 0.4965853 ],\n", - " [0.81873075, 0.24659696, 0.90483742, 0.74081822, 0. ,\n", - " 0.95122942, 0.30119421, 0.27253179, 0.67032005, 0.30119421],\n", - " [0.77880078, 0.23457029, 0.86070798, 0.70468809, 0.95122942,\n", - " 0. , 0.2865048 , 0.25924026, 0.63762815, 0.52204578],\n", - " [0.52204578, 0.67032005, 0.4965853 , 0.4965853 , 0.30119421,\n", - " 0.2865048 , 0. , 0.33287108, 0.81873075, 0.95122942],\n", - " [0.22313016, 0.27253179, 0.24659696, 0.20189652, 0.27253179,\n", - " 0.25924026, 0.33287108, 0. , 0.40656966, 0.33287108],\n", - " [0.54881164, 0.67032005, 0.60653066, 0.4965853 , 0.67032005,\n", - " 0.63762815, 0.81873075, 0.40656966, 0. , 0.81873075],\n", - " [0.54881164, 0.67032005, 0.4965853 , 0.4965853 , 0.30119421,\n", - " 0.52204578, 0.95122942, 0.33287108, 0.81873075, 0. ]])" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "1 - scores" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "b0a90b3e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "False" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.allclose(strict - (1 - scores), 0)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/setup/SystemCreation.ipynb b/setup/SystemCreation.ipynb deleted file mode 100644 index 47b51d6..0000000 --- a/setup/SystemCreation.ipynb +++ /dev/null @@ -1,214 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "f48f4932", - "metadata": {}, - "source": [ - "This notebook demonstrates preparing a ligand-protein system for OpenMM using the OpenFF Sage forcefield for the ligand and Amber99SB for the protein. \n", - "\n", - "This is a stripped down version of the \"tookit_showcase\" from OpenFF Toolkit." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "4abde019", - "metadata": {}, - "outputs": [], - "source": [ - "import openmm.app\n", - "import openmm\n", - "from openmmforcefields.generators import SMIRNOFFTemplateGenerator\n", - "\n", - "from openff.toolkit.topology import Molecule\n", - "from openff.units.openmm import ensure_quantity" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "f2a4464e", - "metadata": {}, - "outputs": [], - "source": [ - "# load both the Protein and Ligand structures\n", - "# OpenMM is used to correctly interpret the protein structure\n", - "# OpenFF is used for the ligand to prepare for the upcoming forcefield parametrisation\n", - "\n", - "protein = openmm.app.PDBFile('molecules/3l9h_prepared.pdb')\n", - "ligand = Molecule('molecules/chembl_1078774.sdf')" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "c1f70793", - "metadata": {}, - "outputs": [], - "source": [ - "# Load protein and water force field parameters\n", - "omm_forcefield = openmm.app.ForceField(\"amber99sb.xml\", \"tip3p.xml\")\n", - "# The TemplateGenerator caters for the missing parameters caused by the ligand molecule\n", - "smirnoff = SMIRNOFFTemplateGenerator(forcefield=\"openff-2.0.0.offxml\", molecules=[ligand])\n", - "omm_forcefield.registerTemplateGenerator(smirnoff.generator)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "c24016c8", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[array([[ 12.81459999, 0.80800003, 0.0689 ],\n", - " [ 11.91940022, -0.14740001, -0.75419998],\n", - " [ 10.46850014, 0.366 , -0.77810001],\n", - " [ 12.47529984, -0.2208 , -2.17810011],\n", - " [ 11.88860035, -1.579 , -0.1851 ],\n", - " [ 10.85159969, -2.45409989, -0.54689997],\n", - " [ 10.79469967, -3.74349999, -0.055 ],\n", - " [ 11.81169987, -4.20359993, 0.76440001],\n", - " [ 12.88070011, -3.36919999, 1.1329 ],\n", - " [ 12.88199997, -2.0552001 , 0.67629999],\n", - " [ 14.02859974, -3.87409997, 1.98640001],\n", - " [ 13.80760002, -3.44849992, 3.33260012],\n", - " [ 14.87580013, -3.7894001 , 4.21649981],\n", - " [ 15.07149982, -5.31809998, 4.25670004],\n", - " [ 15.23139954, -5.90089989, 2.84360003],\n", - " [ 14.11810017, -5.40789986, 1.8901 ],\n", - " [ 12.71850014, -6.04879999, 2.12649989],\n", - " [ 12.76119995, -7.5479002 , 2.03509998],\n", - " [ 13.24530029, -8.18929958, 0.8854 ],\n", - " [ 13.32120037, -9.57759953, 0.82969999],\n", - " [ 12.92739964, -10.31200027, 1.94770002],\n", - " [ 12.97550011, -11.66499996, 2.09100008],\n", - " [ 12.43039989, -9.66860008, 3.04439998],\n", - " [ 12.05770016, -10.44390011, 4.06949997],\n", - " [ 12.32260036, -8.30210018, 3.12100005],\n", - " [ 11.74339962, -5.53609991, 1.17820001],\n", - " [ 12.53250027, 0.88330001, 1.11500001],\n", - " [ 12.86839962, 1.81690001, -0.3389 ],\n", - " [ 13.81429958, 0.41060001, 0.0939 ],\n", - " [ 10.13119984, 0.32910001, 0.2282 ],\n", - " [ 9.78540039, -0.19939999, -1.39839995],\n", - " [ 10.29360008, 1.36450005, -1.13310003],\n", - " [ 13.47259998, -0.65890002, -2.22469997],\n", - " [ 12.52509975, 0.73290002, -2.6947999 ],\n", - " [ 11.78849983, -0.8617 , -2.70530009],\n", - " [ 10.05770016, -2.16400003, -1.21179998],\n", - " [ 9.96360016, -4.37650013, -0.32870001],\n", - " [ 13.71100044, -1.43970001, 0.98470002],\n", - " [ 14.95680046, -3.43969989, 1.60819995],\n", - " [ 15.79819965, -3.31590009, 3.87330008],\n", - " [ 14.66450024, -3.39910007, 5.2118001 ],\n", - " [ 15.94480038, -5.56930017, 4.85820007],\n", - " [ 14.21319962, -5.77799988, 4.74779987],\n", - " [ 16.20000076, -5.6072998 , 2.43330002],\n", - " [ 15.25450039, -6.98859978, 2.89639997],\n", - " [ 14.43599987, -5.62919998, 0.87050003],\n", - " [ 12.36260033, -5.78329992, 3.12590003],\n", - " [ 13.56330013, -7.58650017, 0.0421 ],\n", - " [ 13.69449997, -10.04459953, -0.0712 ],\n", - " [ 13.16170025, -12.20320034, 1.31040001],\n", - " [ 11.93050003, -7.84789991, 4.01690006],\n", - " [ 10.88700008, -6.06949997, 1.10500002]]) ]" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ligand.conformers" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "628798e0", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Warning: Cannot perform Hydrogen sampling with GPU-Omega: GPU-Omega disabled.\n" - ] - } - ], - "source": [ - "# Combine structures and solvate\n", - "modeller = openmm.app.Modeller(protein.topology, protein.positions)\n", - "modeller.add(ligand.to_topology().to_openmm(),\n", - " ensure_quantity(ligand.conformers[0], 'openmm'))\n", - "\n", - "# solvate it in 0.15 M NaCl solution\n", - "modeller.addSolvent(\n", - " omm_forcefield,\n", - " model=\"tip3p\",\n", - " padding=4.0 * openmm.unit.angstrom, # 4.0 not enough, but works quickly\n", - " ionicStrength=0.15 * openmm.unit.molar,\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "2a824d39", - "metadata": {}, - "outputs": [], - "source": [ - "system = omm_forcefield.createSystem(\n", - " modeller.getTopology(),\n", - " nonbondedMethod=openmm.app.PME,\n", - " nonbondedCutoff=9 * openmm.unit.angstrom,\n", - " constraints=openmm.app.HBonds,\n", - " rigidWater=True,\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "96ef01a5", - "metadata": {}, - "outputs": [], - "source": [ - "# Create a Simulation from our newly prepared System\n", - "# Construct and configure a Langevin integrator at 300 K with an appropriate friction constant and time-step\n", - "integrator = openmm.LangevinIntegrator(\n", - " 300 * openmm.unit.kelvin, 1 / openmm.unit.picosecond, 0.002 * openmm.unit.picoseconds\n", - ")\n", - "\n", - "# Combine the topology, system, integrator and initial positions into a simulation\n", - "simulation = openmm.app.Simulation(modeller.getTopology(), system, integrator)\n", - "simulation.context.setPositions(modeller.getPositions())" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/setup/openFE_AtomMappers.ipynb b/setup/openFE_AtomMappers.ipynb deleted file mode 100644 index 9afe623..0000000 --- a/setup/openFE_AtomMappers.ipynb +++ /dev/null @@ -1,229 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "id": "7ec68925-2b50-4d6f-9d09-4901e19ad77e", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "4022db68-4b97-461c-b8cd-cef265158903", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[[0. 0.20189652 0.90483742 0.74081822 0.81873075 0.77880078\n", - " 0.52204578 0.22313016 0.54881164 0.54881164]\n", - " [0.20189652 0. 0.22313016 0.27253179 0.24659696 0.23457029\n", - " 0.67032005 0.27253179 0.67032005 0.67032005]\n", - " [0.90483742 0.22313016 0. 0.81873075 0.90483742 0.86070798\n", - " 0.4965853 0.24659696 0.60653066 0.4965853 ]\n", - " [0.74081822 0.27253179 0.81873075 0. 0.74081822 0.70468809\n", - " 0.27253179 0.20189652 0.4965853 0.27253179]\n", - " [0.81873075 0.24659696 0.90483742 0.74081822 0. 0.95122942\n", - " 0.30119421 0.27253179 0.67032005 0.30119421]\n", - " [0.77880078 0.23457029 0.86070798 0.70468809 0.95122942 0.\n", - " 0.52204578 0.25924026 0.63762815 0.52204578]\n", - " [0.52204578 0.67032005 0.4965853 0.27253179 0.30119421 0.52204578\n", - " 0. 0.33287108 0.81873075 0.95122942]\n", - " [0.22313016 0.27253179 0.24659696 0.20189652 0.27253179 0.25924026\n", - " 0.33287108 0. 0.40656966 0.33287108]\n", - " [0.54881164 0.67032005 0.60653066 0.4965853 0.67032005 0.63762815\n", - " 0.81873075 0.40656966 0. 0.81873075]\n", - " [0.54881164 0.67032005 0.4965853 0.27253179 0.30119421 0.52204578\n", - " 0.95122942 0.33287108 0.81873075 0. ]]\n" - ] - } - ], - "source": [ - "import lomap\n", - "\n", - "lomap_mols = lomap.DBMolecules('./molecules', output=True, radial=True)\n", - "\n", - "strict, loose = lomap_mols.build_matrices()\n", - "\n", - "strict = strict.to_numpy_2D_array()\n", - "\n", - "print(strict)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "141678d7-e47b-48ab-a823-f7963e5bb973", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "5741762f-4200-4c20-898e-86535edcc70f", - "metadata": {}, - "outputs": [], - "source": [ - "import openfe\n", - "import os\n", - "from rdkit import Chem\n", - "import numpy as np\n", - "import itertools\n", - "\n", - "# load molecules in the same order as Lomap did\n", - "fnames = [os.path.join('molecules', lomap_mols[i].getName())\n", - " for i in range(10)]\n", - "\n", - "smallmols = []\n", - "for fname in fnames:\n", - " if 'mol2' in fname:\n", - " m = Chem.MolFromMol2File(fname, removeHs=False)\n", - " else:\n", - " m = Chem.MolFromMolFile(fname, removeHs=False)\n", - " # OpenFE lightly wraps rdkit molecules\n", - " # to make them hashable and immutable\n", - " smallmols.append(openfe.SmallMoleculeComponent.from_rdkit(m))" - ] - }, - { - "cell_type": "markdown", - "id": "ae7c9bc1-3b8e-4943-a046-18fbb35ed6de", - "metadata": {}, - "source": [ - "# Atom Mappers\n", - "## Lomap Mapper" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "12ded123-49f3-4b55-9426-9da5caa3debc", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Score is 0.6321205588285577\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# LomapAtomMapper wraps the lomap.mcs.MCS object\n", - "mapper = openfe.LomapAtomMapper()\n", - "scorer = openfe.lomap_scorers.default_lomap_score\n", - "\n", - "molA = smallmols[0]\n", - "molB = smallmols[1]\n", - "\n", - "# mappers can return an *iterable* of mappings,\n", - "# for our case just grab the first with `next()`\n", - "lomap_mapping = next(mapper.suggest_mappings(molA, molB))\n", - "\n", - "print(f\"Score is {scorer(lomap_mapping)}\")\n", - "\n", - "lomap_mapping" - ] - }, - { - "cell_type": "markdown", - "id": "24030a1a-68e3-4723-92c6-bd16cfdc237e", - "metadata": {}, - "source": [ - "## Perses Mapper" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "0af3a289-7710-4c9a-aade-cebc196bbd75", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Molecules do not appear to share a common scaffold.\n", - "Proceeding with direct mapping of molecules, but please check atom mapping and the geometry of the ligands.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Score is 0.7534030360583935\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# LomapAtomMapper wraps the lomap.mcs.MCS object\n", - "mapper = openfe.PersesAtomMapper()\n", - "#scorer = openfe.setup.lomap_scorers.default_lomap_score\n", - "\n", - "molA = smallmols[0]\n", - "molB = smallmols[1]\n", - "\n", - "# mappers can return an *iterable* of mappings,\n", - "# for our case just grab the first with `next()`\n", - "perses_mapping = next(mapper.suggest_mappings(molA, molB))\n", - "\n", - "print(f\"Score is {scorer(perses_mapping)}\")\n", - "\n", - "perses_mapping" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "aa20a84a-0d7a-4b8f-9eee-76980c889add", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -}