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

.. only:: html

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

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

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

.. _sphx_glr_howto_howto_examples_plot_acoustic_radiations.py:


===============================================================
How to add new bundles into pyAFQ (Acoustic Radiations Example)
===============================================================

pyAFQ is designed to be customizable and extensible. This example shows how you
can customize it to define a new bundle based on a definition of waypoint and
endpoint ROIs of your design. In this case, we add the acoustic radiations.

We start by importing some of the components that we need for this example and
fixing the random seed for reproducibility

.. GENERATED FROM PYTHON SOURCE LINES 14-26

.. code-block:: Python


    import os.path as op
    import plotly
    import numpy as np

    from AFQ.api.group import GroupAFQ
    import AFQ.api.bundle_dict as abd
    import AFQ.data.fetch as afd
    from AFQ.definitions.image import ImageFile, RoiImage
    np.random.seed(1234)









.. GENERATED FROM PYTHON SOURCE LINES 27-34

Get dMRI data
---------------
We will analyze one subject from the Healthy Brain Network Processed Open
Diffusion Derivatives dataset (HBN-POD2) [1]_, [2]_. We'll use a fetcher to
get preprocessed dMRI data for one of the >2,000 subjects in that study. The
data gets organized into a BIDS-compatible format in the `~/AFQ_data/HBN`
folder:

.. GENERATED FROM PYTHON SOURCE LINES 34-37

.. code-block:: Python


    study_dir = afd.fetch_hbn_preproc(["NDARAA948VFH"])[1]





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

 .. code-block:: none


      0%|          | 0/36 [00:00<?, ?it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-brain_mask.nii.gz:   0%|          | 0/36 [00:00<?, ?it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-brain_mask.nii.gz:   3%|▎         | 1/36 [00:00<00:13,  2.60it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-preproc_T1w.nii.gz:   3%|▎         | 1/36 [00:00<00:13,  2.60it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-preproc_T1w.nii.gz:   6%|▌         | 2/36 [00:04<01:20,  2.36s/it]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_dseg.nii.gz:   6%|▌         | 2/36 [00:04<01:20,  2.36s/it]            
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_dseg.nii.gz:   8%|▊         | 3/36 [00:04<00:45,  1.37s/it]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-MNI152NLin2009cAsym_to-T1w_mode-image_xfm.h5:   8%|▊         | 3/36 [00:04<00:45,  1.37s/it]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-MNI152NLin2009cAsym_to-T1w_mode-image_xfm.h5:  11%|█         | 4/36 [00:05<00:41,  1.29s/it]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-T1w_to-MNI152NLin2009cAsym_mode-image_xfm.h5:  11%|█         | 4/36 [00:05<00:41,  1.29s/it]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-T1w_to-MNI152NLin2009cAsym_mode-image_xfm.h5:  14%|█▍        | 5/36 [00:06<00:33,  1.09s/it]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-CSF_probseg.nii.gz:  14%|█▍        | 5/36 [00:06<00:33,  1.09s/it]                         
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-CSF_probseg.nii.gz:  17%|█▋        | 6/36 [00:06<00:25,  1.16it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-GM_probseg.nii.gz:  17%|█▋        | 6/36 [00:06<00:25,  1.16it/s] 
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-GM_probseg.nii.gz:  19%|█▉        | 7/36 [00:07<00:20,  1.42it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-WM_probseg.nii.gz:  19%|█▉        | 7/36 [00:07<00:20,  1.42it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-WM_probseg.nii.gz:  22%|██▏       | 8/36 [00:07<00:16,  1.70it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-brain_mask.nii.gz:  22%|██▏       | 8/36 [00:07<00:16,  1.70it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-brain_mask.nii.gz:  25%|██▌       | 9/36 [00:07<00:12,  2.16it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-preproc_T1w.nii.gz:  25%|██▌       | 9/36 [00:07<00:12,  2.16it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-preproc_T1w.nii.gz:  28%|██▊       | 10/36 [00:08<00:12,  2.15it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_dseg.nii.gz:  28%|██▊       | 10/36 [00:08<00:12,  2.15it/s]            
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_dseg.nii.gz:  31%|███       | 11/36 [00:08<00:09,  2.58it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-CSF_probseg.nii.gz:  31%|███       | 11/36 [00:08<00:09,  2.58it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-CSF_probseg.nii.gz:  33%|███▎      | 12/36 [00:08<00:09,  2.43it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz:  33%|███▎      | 12/36 [00:08<00:09,  2.43it/s] 
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz:  36%|███▌      | 13/36 [00:09<00:09,  2.50it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-WM_probseg.nii.gz:  36%|███▌      | 13/36 [00:09<00:09,  2.50it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-WM_probseg.nii.gz:  39%|███▉      | 14/36 [00:09<00:08,  2.48it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_seg_brainmask.svg:  39%|███▉      | 14/36 [00:09<00:08,  2.48it/s]                             
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_seg_brainmask.svg:  42%|████▏     | 15/36 [00:09<00:08,  2.54it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_carpetplot.svg:  42%|████▏     | 15/36 [00:09<00:08,  2.54it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_carpetplot.svg:  44%|████▍     | 16/36 [00:10<00:06,  3.03it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_coreg.svg:  44%|████▍     | 16/36 [00:10<00:06,  3.03it/s]     
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_coreg.svg:  47%|████▋     | 17/36 [00:10<00:05,  3.43it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-resampled_b0ref.svg:  47%|████▋     | 17/36 [00:10<00:05,  3.43it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-resampled_b0ref.svg:  50%|█████     | 18/36 [00:10<00:04,  3.78it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-sdc_b0.svg:  50%|█████     | 18/36 [00:10<00:04,  3.78it/s]         
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-sdc_b0.svg:  53%|█████▎    | 19/36 [00:10<00:04,  4.13it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_biascorr.svg:  53%|█████▎    | 19/36 [00:10<00:04,  4.13it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_biascorr.svg:  56%|█████▌    | 20/36 [00:10<00:04,  3.98it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_denoising.svg:  56%|█████▌    | 20/36 [00:10<00:04,  3.98it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_denoising.svg:  58%|█████▊    | 21/36 [00:11<00:04,  3.44it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_unringing.svg:  58%|█████▊    | 21/36 [00:11<00:04,  3.44it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_unringing.svg:  61%|██████    | 22/36 [00:11<00:03,  3.84it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_sampling_scheme.gif:  61%|██████    | 22/36 [00:11<00:03,  3.84it/s]                                     
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_sampling_scheme.gif:  64%|██████▍   | 23/36 [00:11<00:03,  4.03it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_t1_2_mni.svg:  64%|██████▍   | 23/36 [00:11<00:03,  4.03it/s]                               
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_t1_2_mni.svg:  67%|██████▋   | 24/36 [00:11<00:02,  4.06it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/anat/sub-NDARAA948VFH_ses-HBNsiteRU_acq-HCP_from-orig_to-T1w_mode-image_xfm.txt:  67%|██████▋   | 24/36 [00:11<00:02,  4.06it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/anat/sub-NDARAA948VFH_ses-HBNsiteRU_acq-HCP_from-orig_to-T1w_mode-image_xfm.txt:  69%|██████▉   | 25/36 [00:12<00:02,  4.46it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_confounds.tsv:  69%|██████▉   | 25/36 [00:12<00:02,  4.46it/s]                     
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_confounds.tsv:  72%|███████▏  | 26/36 [00:12<00:02,  4.79it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-ImageQC_dwi.csv:  72%|███████▏  | 26/36 [00:12<00:02,  4.79it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-ImageQC_dwi.csv:  75%|███████▌  | 27/36 [00:12<00:01,  5.01it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-SliceQC_dwi.json:  75%|███████▌  | 27/36 [00:12<00:01,  5.01it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-SliceQC_dwi.json:  78%|███████▊  | 28/36 [00:12<00:01,  4.61it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwiqc.json:  78%|███████▊  | 28/36 [00:12<00:01,  4.61it/s]           
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwiqc.json:  81%|████████  | 29/36 [00:13<00:01,  3.84it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-brain_mask.nii.gz:  81%|████████  | 29/36 [00:13<00:01,  3.84it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-brain_mask.nii.gz:  83%|████████▎ | 30/36 [00:13<00:01,  3.96it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-eddy_cnr.nii.gz:  83%|████████▎ | 30/36 [00:13<00:01,  3.96it/s]  
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-eddy_cnr.nii.gz:  86%|████████▌ | 31/36 [00:13<00:01,  4.35it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.b:  86%|████████▌ | 31/36 [00:13<00:01,  4.35it/s]  
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.b:  89%|████████▉ | 32/36 [00:13<00:00,  4.71it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bval:  89%|████████▉ | 32/36 [00:13<00:00,  4.71it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bval:  92%|█████████▏| 33/36 [00:13<00:00,  5.03it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bvec:  92%|█████████▏| 33/36 [00:13<00:00,  5.03it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bvec:  94%|█████████▍| 34/36 [00:13<00:00,  5.24it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.nii.gz:  94%|█████████▍| 34/36 [00:13<00:00,  5.24it/s]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.nii.gz:  97%|█████████▋| 35/36 [00:17<00:01,  1.22s/it]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_dwiref.nii.gz:  97%|█████████▋| 35/36 [00:17<00:01,  1.22s/it]          
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_dwiref.nii.gz: 100%|██████████| 36/36 [00:19<00:00,  1.30s/it]
    Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_dwiref.nii.gz: 100%|██████████| 36/36 [00:19<00:00,  1.89it/s]




.. GENERATED FROM PYTHON SOURCE LINES 38-48

Define custom `BundleDict` object
--------------------------------
The `BundleDict` object holds information about "include" and "exclude" ROIs,
as well as endpoint ROIS, and whether the bundle crosses the midline. In this
case, the ROIs are all defined in the MNI template space that is used as the
default template space in pyAFQ, but, in principle, other template spaces
could be used.

The ROIs for the case can be downloaded using a custom fetcher which saves
the ROIs to a folder and creates a dictionary of paths to the ROIs:

.. GENERATED FROM PYTHON SOURCE LINES 48-65

.. code-block:: Python


    ar_rois = afd.read_ar_templates()

    bundles = abd.BundleDict({
        "Left Acoustic Radiation": {
            "start": ar_rois["AAL_Thal_L"],
            "end": ar_rois["AAL_TempSup_L"],
            "cross_midline": False,
        },
        "Right Acoustic Radiation": {
            "start": ar_rois["AAL_Thal_R"],
            "end": ar_rois["AAL_TempSup_R"],
            "cross_midline": False
        }
    })






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

 .. code-block:: none


      0%|          | 0/16 [00:00<?, ? MB/s]
     12%|█▎        | 2/16 [00:00<00:00, 14.79 MB/s]
     31%|███▏      | 5/16 [00:00<00:00, 19.02 MB/s]
     50%|█████     | 8/16 [00:00<00:00, 20.37 MB/s]
    100%|██████████| 16/16 [00:00<00:00, 39.09 MB/s]

      0%|          | 0/16 [00:00<?, ? MB/s]
     12%|█▎        | 2/16 [00:00<00:00, 14.78 MB/s]
     31%|███▏      | 5/16 [00:00<00:00, 19.07 MB/s]
     50%|█████     | 8/16 [00:00<00:00, 20.44 MB/s]
    100%|██████████| 16/16 [00:00<00:00, 39.05 MB/s]

      0%|          | 0/16 [00:00<?, ? MB/s]
     12%|█▎        | 2/16 [00:00<00:00, 14.71 MB/s]
     31%|███▏      | 5/16 [00:00<00:00, 19.02 MB/s]
     50%|█████     | 8/16 [00:00<00:00, 20.37 MB/s]
    100%|██████████| 16/16 [00:00<00:00, 39.07 MB/s]

      0%|          | 0/16 [00:00<?, ? MB/s]
     12%|█▎        | 2/16 [00:00<00:00, 14.69 MB/s]
     31%|███▏      | 5/16 [00:00<00:00, 18.95 MB/s]
     50%|█████     | 8/16 [00:00<00:00, 20.23 MB/s]
    100%|██████████| 16/16 [00:00<00:00, 38.85 MB/s]
    Downloading https://templateflow.s3.amazonaws.com/tpl-MNI152NLin2009cAsym/tpl-MNI152NLin2009cAsym_res-01_T2w.nii.gz

      0%|          | 0.00/13.3M [00:00<?, ?B/s]
      1%|          | 68.6k/13.3M [00:00<00:26, 491kB/s]
      2%|▏         | 278k/13.3M [00:00<00:12, 1.08MB/s]
      6%|▋         | 852k/13.3M [00:00<00:05, 2.45MB/s]
     25%|██▍       | 3.28M/13.3M [00:00<00:01, 8.29MB/s]
     58%|█████▊    | 7.70M/13.3M [00:00<00:00, 16.6MB/s]
     94%|█████████▍| 12.5M/13.3M [00:00<00:00, 25.2MB/s]
    100%|██████████| 13.3M/13.3M [00:00<00:00, 15.6MB/s]
    Downloading https://templateflow.s3.amazonaws.com/tpl-MNI152NLin2009cAsym/tpl-MNI152NLin2009cAsym_res-01_desc-brain_mask.nii.gz

      0%|          | 0.00/160k [00:00<?, ?B/s]
     44%|████▎     | 69.6k/160k [00:00<00:00, 495kB/s]
    100%|██████████| 160k/160k [00:00<00:00, 752kB/s] 




.. GENERATED FROM PYTHON SOURCE LINES 66-81

Define GroupAFQ object
----------------------
HBN POD2 have been processed with qsiprep [3]_. This means that a brain mask
has already been computer for them. As you can see in other examples, these
data also have a mapping calculated for them, which can also be incorporated
into processing. However, in this case, we will let pyAFQ calculate its own
SyN-based mapping so that the `combine_bundle` method can be used below to
create a montage visualization.

For tractography, we use CSD-based probabilistic tractography seeding
extensively (`n_seeds=4` means 81 seeds per voxel!), but only within the ROIs
and not throughout the white matter. This is controlled by passing
`"seed_mask": RoiImage()` in the `tracking_params` dict. The custom bundles
are passed as `bundle_info=bundles`. The call to `my_afq.export_all()`
initiates the pipeline.

.. GENERATED FROM PYTHON SOURCE LINES 81-102

.. code-block:: Python


    brain_mask_definition = ImageFile(
        suffix="mask",
        filters={'desc': 'brain',
                 'space': 'T1w',
                 'scope': 'qsiprep'})

    my_afq = GroupAFQ(
        bids_path=study_dir,
        preproc_pipeline="qsiprep",
        participant_labels=["NDARAA948VFH"],
        output_dir=op.join(study_dir, "derivatives", "afq_ar"),
        brain_mask_definition=brain_mask_definition,
        tracking_params={"n_seeds": 4,
                         "directions": "prob",
                         "odf_model": "CSD",
                         "seed_mask": RoiImage(use_endpoints=True)},
        bundle_info=bundles)

    my_afq.export_all()





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

 .. code-block:: none


      0%|          | 0/234119.0 [00:00<?, ?it/s]
      0%|          | 199/234119.0 [00:00<01:57, 1988.78it/s]
      0%|          | 670/234119.0 [00:00<01:05, 3589.01it/s]
      0%|          | 1131/234119.0 [00:00<00:57, 4054.39it/s]
      1%|          | 1591/234119.0 [00:00<00:54, 4267.05it/s]
      1%|          | 2055/234119.0 [00:00<00:52, 4398.56it/s]
      1%|          | 2507/234119.0 [00:00<00:52, 4439.48it/s]
      1%|▏         | 2972/234119.0 [00:00<00:51, 4506.85it/s]
      1%|▏         | 3430/234119.0 [00:00<00:50, 4529.14it/s]
      2%|▏         | 3897/234119.0 [00:00<00:50, 4570.40it/s]
      2%|▏         | 4371/234119.0 [00:01<00:49, 4622.31it/s]
      2%|▏         | 4837/234119.0 [00:01<00:49, 4633.07it/s]
      2%|▏         | 5307/234119.0 [00:01<00:49, 4652.04it/s]
      2%|▏         | 5773/234119.0 [00:01<00:50, 4561.72it/s]
      3%|▎         | 6232/234119.0 [00:01<00:49, 4568.81it/s]
      3%|▎         | 6690/234119.0 [00:01<00:49, 4565.22it/s]
      3%|▎         | 7159/234119.0 [00:01<00:49, 4600.16it/s]
      3%|▎         | 7626/234119.0 [00:01<00:49, 4618.54it/s]
      3%|▎         | 8088/234119.0 [00:01<00:49, 4580.86it/s]
      4%|▎         | 8547/234119.0 [00:01<00:49, 4564.90it/s]
      4%|▍         | 9005/234119.0 [00:02<00:49, 4567.24it/s]
      4%|▍         | 9486/234119.0 [00:02<00:48, 4638.29it/s]
      4%|▍         | 9953/234119.0 [00:02<00:48, 4647.34it/s]
      4%|▍         | 10418/234119.0 [00:02<00:48, 4604.80it/s]
      5%|▍         | 10895/234119.0 [00:02<00:47, 4651.63it/s]
      5%|▍         | 11362/234119.0 [00:02<00:47, 4656.65it/s]
      5%|▌         | 11841/234119.0 [00:02<00:47, 4694.74it/s]
      5%|▌         | 12311/234119.0 [00:02<00:47, 4674.64it/s]
      5%|▌         | 12779/234119.0 [00:02<00:47, 4668.79it/s]
      6%|▌         | 13254/234119.0 [00:02<00:47, 4692.27it/s]
      6%|▌         | 13735/234119.0 [00:03<00:46, 4726.23it/s]
      6%|▌         | 14208/234119.0 [00:03<00:47, 4658.93it/s]
      6%|▋         | 14675/234119.0 [00:03<00:47, 4654.18it/s]
      6%|▋         | 15141/234119.0 [00:03<00:47, 4613.82it/s]
      7%|▋         | 15616/234119.0 [00:03<00:46, 4652.06it/s]
      7%|▋         | 16091/234119.0 [00:03<00:46, 4679.95it/s]
      7%|▋         | 16572/234119.0 [00:03<00:46, 4714.98it/s]
      7%|▋         | 17044/234119.0 [00:03<00:46, 4662.54it/s]
      7%|▋         | 17511/234119.0 [00:03<00:46, 4663.65it/s]
      8%|▊         | 17978/234119.0 [00:03<00:46, 4628.17it/s]
      8%|▊         | 18441/234119.0 [00:04<00:46, 4617.14it/s]
      8%|▊         | 18914/234119.0 [00:04<00:46, 4647.75it/s]
      8%|▊         | 19399/234119.0 [00:04<00:45, 4706.40it/s]
      8%|▊         | 19870/234119.0 [00:04<00:45, 4684.15it/s]
      9%|▊         | 20339/234119.0 [00:04<00:45, 4682.77it/s]
      9%|▉         | 20808/234119.0 [00:04<00:45, 4663.36it/s]
      9%|▉         | 21275/234119.0 [00:04<00:45, 4650.60it/s]
      9%|▉         | 21748/234119.0 [00:04<00:45, 4671.60it/s]
      9%|▉         | 22223/234119.0 [00:04<00:45, 4694.97it/s]
     10%|▉         | 22697/234119.0 [00:04<00:44, 4707.54it/s]
     10%|▉         | 23168/234119.0 [00:05<00:45, 4681.00it/s]
     10%|█         | 23638/234119.0 [00:05<00:44, 4684.97it/s]
     10%|█         | 24107/234119.0 [00:05<00:44, 4682.11it/s]
     10%|█         | 24582/234119.0 [00:05<00:44, 4699.45it/s]
     11%|█         | 25060/234119.0 [00:05<00:44, 4723.23it/s]
     11%|█         | 25539/234119.0 [00:05<00:43, 4742.40it/s]
     11%|█         | 26014/234119.0 [00:05<00:43, 4740.63it/s]
     11%|█▏        | 26489/234119.0 [00:05<00:43, 4721.90it/s]
     12%|█▏        | 26962/234119.0 [00:05<00:44, 4701.53it/s]
     12%|█▏        | 27433/234119.0 [00:05<00:44, 4656.87it/s]
     12%|█▏        | 27913/234119.0 [00:06<00:43, 4696.91it/s]
     12%|█▏        | 28389/234119.0 [00:06<00:43, 4714.63it/s]
     12%|█▏        | 28867/234119.0 [00:06<00:43, 4733.15it/s]
     13%|█▎        | 29341/234119.0 [00:06<00:44, 4618.95it/s]
     13%|█▎        | 29812/234119.0 [00:06<00:43, 4644.02it/s]
     13%|█▎        | 30277/234119.0 [00:06<00:43, 4636.21it/s]
     13%|█▎        | 30744/234119.0 [00:06<00:43, 4645.91it/s]
     13%|█▎        | 31209/234119.0 [00:06<00:43, 4628.58it/s]
     14%|█▎        | 31691/234119.0 [00:06<00:43, 4684.82it/s]
     14%|█▎        | 32178/234119.0 [00:06<00:42, 4739.35it/s]
     14%|█▍        | 32653/234119.0 [00:07<00:42, 4721.66it/s]
     14%|█▍        | 33133/234119.0 [00:07<00:42, 4743.26it/s]
     14%|█▍        | 33608/234119.0 [00:07<00:42, 4719.50it/s]
     15%|█▍        | 34081/234119.0 [00:07<00:42, 4706.66it/s]
     15%|█▍        | 34552/234119.0 [00:07<00:42, 4694.13it/s]
     15%|█▍        | 35033/234119.0 [00:07<00:42, 4728.57it/s]
     15%|█▌        | 35516/234119.0 [00:07<00:41, 4756.47it/s]
     15%|█▌        | 36015/234119.0 [00:07<00:41, 4824.88it/s]
     16%|█▌        | 36498/234119.0 [00:07<00:41, 4814.47it/s]
     16%|█▌        | 36980/234119.0 [00:07<00:41, 4798.50it/s]
     16%|█▌        | 37460/234119.0 [00:08<00:41, 4704.18it/s]
     16%|█▌        | 37931/234119.0 [00:08<00:42, 4669.81it/s]
     16%|█▋        | 38399/234119.0 [00:08<00:41, 4660.48it/s]
     17%|█▋        | 38866/234119.0 [00:08<00:42, 4644.10it/s]
     17%|█▋        | 39341/234119.0 [00:08<00:41, 4673.28it/s]
     17%|█▋        | 39825/234119.0 [00:08<00:41, 4721.30it/s]
     17%|█▋        | 40308/234119.0 [00:08<00:40, 4751.73it/s]
     17%|█▋        | 40784/234119.0 [00:08<00:40, 4744.87it/s]
     18%|█▊        | 41259/234119.0 [00:08<00:40, 4713.93it/s]
     18%|█▊        | 41731/234119.0 [00:08<00:40, 4697.72it/s]
     18%|█▊        | 42208/234119.0 [00:09<00:40, 4718.70it/s]
     18%|█▊        | 42710/234119.0 [00:09<00:39, 4807.13it/s]
     18%|█▊        | 43208/234119.0 [00:09<00:39, 4855.39it/s]
     19%|█▊        | 43694/234119.0 [00:09<00:39, 4855.79it/s]
     19%|█▉        | 44180/234119.0 [00:09<00:39, 4850.53it/s]
     19%|█▉        | 44666/234119.0 [00:09<00:39, 4803.69it/s]
     19%|█▉        | 45147/234119.0 [00:09<00:39, 4777.05it/s]
     19%|█▉        | 45625/234119.0 [00:09<00:39, 4734.04it/s]
     20%|█▉        | 46116/234119.0 [00:09<00:39, 4784.28it/s]
     20%|█▉        | 46614/234119.0 [00:09<00:38, 4840.38it/s]
     20%|██        | 47110/234119.0 [00:10<00:38, 4873.85it/s]
     20%|██        | 47598/234119.0 [00:10<00:38, 4865.84it/s]
     21%|██        | 48085/234119.0 [00:10<00:38, 4827.98it/s]
     21%|██        | 48568/234119.0 [00:10<00:38, 4795.03it/s]
     21%|██        | 49048/234119.0 [00:10<00:38, 4780.10it/s]
     21%|██        | 49527/234119.0 [00:10<00:38, 4740.66it/s]
     21%|██▏       | 50019/234119.0 [00:10<00:38, 4792.97it/s]
     22%|██▏       | 50534/234119.0 [00:10<00:37, 4897.93it/s]
     22%|██▏       | 51044/234119.0 [00:10<00:36, 4956.23it/s]
     22%|██▏       | 51540/234119.0 [00:11<00:36, 4952.59it/s]
     22%|██▏       | 52042/234119.0 [00:11<00:36, 4969.89it/s]
     22%|██▏       | 52540/234119.0 [00:11<00:37, 4885.49it/s]
     23%|██▎       | 53029/234119.0 [00:11<00:37, 4867.15it/s]
     23%|██▎       | 53516/234119.0 [00:11<00:37, 4810.46it/s]
     23%|██▎       | 54003/234119.0 [00:11<00:37, 4827.19it/s]
     23%|██▎       | 54503/234119.0 [00:11<00:36, 4876.62it/s]
     23%|██▎       | 55015/234119.0 [00:11<00:36, 4948.13it/s]
     24%|██▎       | 55511/234119.0 [00:11<00:36, 4945.50it/s]
     24%|██▍       | 56007/234119.0 [00:11<00:35, 4949.25it/s]
     24%|██▍       | 56503/234119.0 [00:12<00:36, 4890.27it/s]
     24%|██▍       | 56993/234119.0 [00:12<00:36, 4857.10it/s]
     25%|██▍       | 57479/234119.0 [00:12<00:36, 4808.35it/s]
     25%|██▍       | 57965/234119.0 [00:12<00:36, 4821.09it/s]
     25%|██▍       | 58460/234119.0 [00:12<00:36, 4858.45it/s]
     25%|██▌       | 58975/234119.0 [00:12<00:35, 4943.89it/s]
     25%|██▌       | 59488/234119.0 [00:12<00:34, 4997.45it/s]
     26%|██▌       | 59997/234119.0 [00:12<00:34, 5024.39it/s]
     26%|██▌       | 60500/234119.0 [00:12<00:34, 4987.53it/s]
     26%|██▌       | 60999/234119.0 [00:12<00:34, 4958.24it/s]
     26%|██▋       | 61495/234119.0 [00:13<00:35, 4893.00it/s]
     26%|██▋       | 61985/234119.0 [00:13<00:35, 4884.33it/s]
     27%|██▋       | 62474/234119.0 [00:13<00:35, 4854.28it/s]
     27%|██▋       | 62978/234119.0 [00:13<00:34, 4907.45it/s]
     27%|██▋       | 63489/234119.0 [00:13<00:34, 4965.21it/s]
     27%|██▋       | 64012/234119.0 [00:13<00:33, 5042.92it/s]
     28%|██▊       | 64517/234119.0 [00:13<00:33, 5032.35it/s]
     28%|██▊       | 65021/234119.0 [00:13<00:33, 4978.27it/s]
     28%|██▊       | 65520/234119.0 [00:13<00:33, 4962.94it/s]
     28%|██▊       | 66017/234119.0 [00:13<00:34, 4874.68it/s]
     28%|██▊       | 66505/234119.0 [00:14<00:34, 4830.79it/s]
     29%|██▊       | 66994/234119.0 [00:14<00:34, 4847.01it/s]
     29%|██▉       | 67516/234119.0 [00:14<00:33, 4954.18it/s]
     29%|██▉       | 68019/234119.0 [00:14<00:33, 4976.61it/s]
     29%|██▉       | 68533/234119.0 [00:14<00:32, 5022.57it/s]
     29%|██▉       | 69036/234119.0 [00:14<00:33, 4979.39it/s]
     30%|██▉       | 69535/234119.0 [00:14<00:33, 4946.03it/s]
     30%|██▉       | 70030/234119.0 [00:14<00:33, 4900.60it/s]
     30%|███       | 70521/234119.0 [00:14<00:33, 4890.90it/s]
     30%|███       | 71011/234119.0 [00:14<00:33, 4886.94it/s]
     31%|███       | 71508/234119.0 [00:15<00:33, 4910.24it/s]
     31%|███       | 72024/234119.0 [00:15<00:32, 4984.38it/s]
     31%|███       | 72535/234119.0 [00:15<00:32, 5019.67it/s]
     31%|███       | 73040/234119.0 [00:15<00:32, 5028.51it/s]
     31%|███▏      | 73543/234119.0 [00:15<00:32, 4942.92it/s]
     32%|███▏      | 74038/234119.0 [00:15<00:32, 4890.44it/s]
     32%|███▏      | 74528/234119.0 [00:15<00:32, 4856.81it/s]
     32%|███▏      | 75034/234119.0 [00:15<00:32, 4916.53it/s]
     32%|███▏      | 75534/234119.0 [00:15<00:32, 4938.84it/s]
     32%|███▏      | 76051/234119.0 [00:15<00:31, 5005.15it/s]
     33%|███▎      | 76558/234119.0 [00:16<00:31, 5021.40it/s]
     33%|███▎      | 77083/234119.0 [00:16<00:30, 5088.52it/s]
     33%|███▎      | 77592/234119.0 [00:16<00:31, 5001.95it/s]
     33%|███▎      | 78093/234119.0 [00:16<00:31, 4949.28it/s]
     34%|███▎      | 78589/234119.0 [00:16<00:31, 4896.12it/s]
     34%|███▍      | 79086/234119.0 [00:16<00:31, 4916.21it/s]
     34%|███▍      | 79593/234119.0 [00:16<00:31, 4961.04it/s]
     34%|███▍      | 80094/234119.0 [00:16<00:30, 4973.46it/s]
     34%|███▍      | 80604/234119.0 [00:16<00:30, 5010.95it/s]
     35%|███▍      | 81106/234119.0 [00:16<00:30, 4990.03it/s]
     35%|███▍      | 81616/234119.0 [00:17<00:30, 5022.63it/s]
     35%|███▌      | 82119/234119.0 [00:17<00:30, 4966.41it/s]
     35%|███▌      | 82616/234119.0 [00:17<00:54, 2763.37it/s]
     35%|███▌      | 83097/234119.0 [00:17<00:47, 3152.81it/s]
     36%|███▌      | 83583/234119.0 [00:17<00:42, 3518.22it/s]
     36%|███▌      | 84087/234119.0 [00:17<00:38, 3872.68it/s]
     36%|███▌      | 84596/234119.0 [00:17<00:35, 4175.03it/s]
     36%|███▋      | 85100/234119.0 [00:18<00:33, 4402.92it/s]
     37%|███▋      | 85598/234119.0 [00:18<00:32, 4560.55it/s]
     37%|███▋      | 86108/234119.0 [00:18<00:31, 4710.65it/s]
     37%|███▋      | 86602/234119.0 [00:18<00:31, 4721.64it/s]
     37%|███▋      | 87090/234119.0 [00:18<00:30, 4751.52it/s]
     37%|███▋      | 87577/234119.0 [00:18<00:30, 4763.18it/s]
     38%|███▊      | 88062/234119.0 [00:18<00:32, 4481.49it/s]
     38%|███▊      | 88546/234119.0 [00:18<00:31, 4581.25it/s]
     38%|███▊      | 89029/234119.0 [00:18<00:31, 4650.72it/s]
     38%|███▊      | 89514/234119.0 [00:18<00:30, 4706.71it/s]
     38%|███▊      | 90005/234119.0 [00:19<00:30, 4764.85it/s]
     39%|███▊      | 90485/234119.0 [00:19<00:30, 4757.05it/s]
     39%|███▉      | 90963/234119.0 [00:19<00:30, 4740.44it/s]
     39%|███▉      | 91439/234119.0 [00:19<00:30, 4744.98it/s]
     39%|███▉      | 91915/234119.0 [00:19<00:30, 4719.48it/s]
     39%|███▉      | 92388/234119.0 [00:19<00:30, 4720.23it/s]
     40%|███▉      | 92866/234119.0 [00:19<00:29, 4737.97it/s]
     40%|███▉      | 93348/234119.0 [00:19<00:29, 4762.36it/s]
     40%|████      | 93840/234119.0 [00:19<00:29, 4809.09it/s]
     40%|████      | 94337/234119.0 [00:20<00:28, 4854.30it/s]
     41%|████      | 94827/234119.0 [00:20<00:28, 4866.60it/s]
     41%|████      | 95314/234119.0 [00:20<00:28, 4802.55it/s]
     41%|████      | 95795/234119.0 [00:20<00:29, 4754.52it/s]
     41%|████      | 96274/234119.0 [00:20<00:28, 4761.87it/s]
     41%|████▏     | 96751/234119.0 [00:20<00:28, 4754.52it/s]
     42%|████▏     | 97238/234119.0 [00:20<00:28, 4786.37it/s]
     42%|████▏     | 97717/234119.0 [00:20<00:28, 4765.21it/s]
     42%|████▏     | 98208/234119.0 [00:20<00:28, 4806.91it/s]
     42%|████▏     | 98709/234119.0 [00:20<00:27, 4863.96it/s]
     42%|████▏     | 99196/234119.0 [00:21<00:27, 4845.44it/s]
     43%|████▎     | 99681/234119.0 [00:21<00:27, 4818.67it/s]
     43%|████▎     | 100163/234119.0 [00:21<00:28, 4783.91it/s]
     43%|████▎     | 100642/234119.0 [00:21<00:27, 4774.75it/s]
     43%|████▎     | 101120/234119.0 [00:21<00:28, 4716.46it/s]
     43%|████▎     | 101594/234119.0 [00:21<00:28, 4722.23it/s]
     44%|████▎     | 102067/234119.0 [00:21<00:28, 4633.68it/s]
     44%|████▍     | 102550/234119.0 [00:21<00:28, 4689.30it/s]
     44%|████▍     | 103053/234119.0 [00:21<00:27, 4788.60it/s]
     44%|████▍     | 103533/234119.0 [00:21<00:27, 4780.14it/s]
     44%|████▍     | 104012/234119.0 [00:22<00:27, 4732.61it/s]
     45%|████▍     | 104486/234119.0 [00:22<00:27, 4704.52it/s]
     45%|████▍     | 104959/234119.0 [00:22<00:27, 4711.08it/s]
     45%|████▌     | 105431/234119.0 [00:22<00:27, 4665.29it/s]
     45%|████▌     | 105898/234119.0 [00:22<00:27, 4650.56it/s]
     45%|████▌     | 106391/234119.0 [00:22<00:26, 4732.84it/s]
     46%|████▌     | 106865/234119.0 [00:22<00:26, 4732.38it/s]
     46%|████▌     | 107342/234119.0 [00:22<00:26, 4743.33it/s]
     46%|████▌     | 107836/234119.0 [00:22<00:26, 4799.30it/s]
     46%|████▋     | 108317/234119.0 [00:22<00:26, 4744.36it/s]
     46%|████▋     | 108792/234119.0 [00:23<00:26, 4684.23it/s]
     47%|████▋     | 109261/234119.0 [00:23<00:26, 4678.77it/s]
     47%|████▋     | 109730/234119.0 [00:23<00:26, 4660.01it/s]
     47%|████▋     | 110200/234119.0 [00:23<00:26, 4669.11it/s]
     47%|████▋     | 110680/234119.0 [00:23<00:26, 4707.87it/s]
     47%|████▋     | 111161/234119.0 [00:23<00:25, 4737.88it/s]
     48%|████▊     | 111635/234119.0 [00:23<00:25, 4716.62it/s]
     48%|████▊     | 112132/234119.0 [00:23<00:25, 4790.18it/s]
     48%|████▊     | 112612/234119.0 [00:23<00:25, 4758.75it/s]
     48%|████▊     | 113088/234119.0 [00:23<00:25, 4673.19it/s]
     49%|████▊     | 113556/234119.0 [00:24<00:25, 4657.94it/s]
     49%|████▊     | 114023/234119.0 [00:24<00:25, 4625.28it/s]
     49%|████▉     | 114486/234119.0 [00:24<00:25, 4612.54it/s]
     49%|████▉     | 114960/234119.0 [00:24<00:25, 4649.13it/s]
     49%|████▉     | 115450/234119.0 [00:24<00:25, 4722.69it/s]
     50%|████▉     | 115927/234119.0 [00:24<00:24, 4736.33it/s]
     50%|████▉     | 116405/234119.0 [00:24<00:24, 4748.19it/s]
     50%|████▉     | 116880/234119.0 [00:24<00:25, 4665.46it/s]
     50%|█████     | 117347/234119.0 [00:24<00:25, 4643.60it/s]
     50%|█████     | 117812/234119.0 [00:24<00:25, 4643.56it/s]
     51%|█████     | 118277/234119.0 [00:25<00:25, 4617.48it/s]
     51%|█████     | 118754/234119.0 [00:25<00:24, 4659.57it/s]
     51%|█████     | 119231/234119.0 [00:25<00:24, 4689.93it/s]
     51%|█████     | 119716/234119.0 [00:25<00:24, 4737.39it/s]
     51%|█████▏    | 120193/234119.0 [00:25<00:24, 4744.99it/s]
     52%|█████▏    | 120677/234119.0 [00:25<00:23, 4772.24it/s]
     52%|█████▏    | 121155/234119.0 [00:25<00:23, 4719.75it/s]
     52%|█████▏    | 121628/234119.0 [00:25<00:24, 4682.46it/s]
     52%|█████▏    | 122097/234119.0 [00:25<00:24, 4665.85it/s]
     52%|█████▏    | 122564/234119.0 [00:25<00:24, 4612.28it/s]
     53%|█████▎    | 123036/234119.0 [00:26<00:23, 4642.97it/s]
     53%|█████▎    | 123510/234119.0 [00:26<00:23, 4669.53it/s]
     53%|█████▎    | 123999/234119.0 [00:26<00:23, 4734.13it/s]
     53%|█████▎    | 124488/234119.0 [00:26<00:22, 4778.23it/s]
     53%|█████▎    | 124976/234119.0 [00:26<00:22, 4806.37it/s]
     54%|█████▎    | 125457/234119.0 [00:26<00:22, 4756.28it/s]
     54%|█████▍    | 125933/234119.0 [00:26<00:23, 4667.49it/s]
     54%|█████▍    | 126401/234119.0 [00:26<00:23, 4662.97it/s]
     54%|█████▍    | 126868/234119.0 [00:26<00:23, 4638.78it/s]
     54%|█████▍    | 127343/234119.0 [00:27<00:22, 4669.87it/s]
     55%|█████▍    | 127822/234119.0 [00:27<00:22, 4703.71it/s]
     55%|█████▍    | 128318/234119.0 [00:27<00:22, 4777.05it/s]
     55%|█████▌    | 128812/234119.0 [00:27<00:21, 4822.89it/s]
     55%|█████▌    | 129297/234119.0 [00:27<00:21, 4828.95it/s]
     55%|█████▌    | 129780/234119.0 [00:27<00:21, 4811.06it/s]
     56%|█████▌    | 130262/234119.0 [00:27<00:21, 4758.65it/s]
     56%|█████▌    | 130739/234119.0 [00:27<00:21, 4714.12it/s]
     56%|█████▌    | 131212/234119.0 [00:27<00:21, 4717.02it/s]
     56%|█████▌    | 131691/234119.0 [00:27<00:21, 4738.00it/s]
     56%|█████▋    | 132170/234119.0 [00:28<00:21, 4749.67it/s]
     57%|█████▋    | 132653/234119.0 [00:28<00:21, 4772.83it/s]
     57%|█████▋    | 133153/234119.0 [00:28<00:20, 4838.38it/s]
     57%|█████▋    | 133656/234119.0 [00:28<00:20, 4892.20it/s]
     57%|█████▋    | 134146/234119.0 [00:28<00:20, 4852.48it/s]
     58%|█████▊    | 134632/234119.0 [00:28<00:20, 4791.97it/s]
     58%|█████▊    | 135112/234119.0 [00:28<00:20, 4770.83it/s]
     58%|█████▊    | 135590/234119.0 [00:28<00:20, 4713.72it/s]
     58%|█████▊    | 136078/234119.0 [00:28<00:20, 4759.62it/s]
     58%|█████▊    | 136560/234119.0 [00:28<00:20, 4775.11it/s]
     59%|█████▊    | 137065/234119.0 [00:29<00:19, 4855.78it/s]
     59%|█████▉    | 137562/234119.0 [00:29<00:19, 4888.49it/s]
     59%|█████▉    | 138069/234119.0 [00:29<00:19, 4941.72it/s]
     59%|█████▉    | 138564/234119.0 [00:29<00:19, 4883.76it/s]
     59%|█████▉    | 139053/234119.0 [00:29<00:19, 4828.32it/s]
     60%|█████▉    | 139537/234119.0 [00:29<00:19, 4801.73it/s]
     60%|█████▉    | 140018/234119.0 [00:29<00:19, 4774.98it/s]
     60%|██████    | 140516/234119.0 [00:29<00:19, 4833.14it/s]
     60%|██████    | 141018/234119.0 [00:29<00:19, 4884.74it/s]
     60%|██████    | 141529/234119.0 [00:29<00:18, 4950.18it/s]
     61%|██████    | 142025/234119.0 [00:30<00:18, 4944.17it/s]
     61%|██████    | 142520/234119.0 [00:30<00:18, 4934.26it/s]
     61%|██████    | 143014/234119.0 [00:30<00:18, 4903.13it/s]
     61%|██████▏   | 143505/234119.0 [00:30<00:18, 4820.31it/s]
     62%|██████▏   | 143988/234119.0 [00:30<00:18, 4787.10it/s]
     62%|██████▏   | 144483/234119.0 [00:30<00:18, 4834.83it/s]
     62%|██████▏   | 144998/234119.0 [00:30<00:18, 4925.55it/s]
     62%|██████▏   | 145511/234119.0 [00:30<00:17, 4985.53it/s]
     62%|██████▏   | 146018/234119.0 [00:30<00:17, 5010.41it/s]
     63%|██████▎   | 146520/234119.0 [00:30<00:17, 4977.31it/s]
     63%|██████▎   | 147018/234119.0 [00:31<00:17, 4975.10it/s]
     63%|██████▎   | 147516/234119.0 [00:31<00:17, 4903.97it/s]
     63%|██████▎   | 148007/234119.0 [00:31<00:17, 4842.68it/s]
     63%|██████▎   | 148492/234119.0 [00:31<00:17, 4793.03it/s]
     64%|██████▎   | 149005/234119.0 [00:31<00:17, 4890.19it/s]
     64%|██████▍   | 149508/234119.0 [00:31<00:17, 4931.03it/s]
     64%|██████▍   | 150012/234119.0 [00:31<00:16, 4962.67it/s]
     64%|██████▍   | 150509/234119.0 [00:31<00:16, 4963.48it/s]
     64%|██████▍   | 151006/234119.0 [00:31<00:16, 4948.27it/s]
     65%|██████▍   | 151501/234119.0 [00:31<00:16, 4946.02it/s]
     65%|██████▍   | 151996/234119.0 [00:32<00:16, 4867.35it/s]
     65%|██████▌   | 152484/234119.0 [00:32<00:16, 4836.32it/s]
     65%|██████▌   | 152968/234119.0 [00:32<00:16, 4787.51it/s]
     66%|██████▌   | 153473/234119.0 [00:32<00:16, 4863.15it/s]
     66%|██████▌   | 153968/234119.0 [00:32<00:16, 4885.59it/s]
     66%|██████▌   | 154478/234119.0 [00:32<00:16, 4949.25it/s]
     66%|██████▌   | 154974/234119.0 [00:32<00:16, 4934.01it/s]
     66%|██████▋   | 155468/234119.0 [00:32<00:16, 4878.56it/s]
     67%|██████▋   | 155973/234119.0 [00:32<00:15, 4929.29it/s]
     67%|██████▋   | 156467/234119.0 [00:32<00:16, 4839.77it/s]
     67%|██████▋   | 156952/234119.0 [00:33<00:16, 4798.93it/s]
     67%|██████▋   | 157433/234119.0 [00:33<00:16, 4748.29it/s]
     67%|██████▋   | 157930/234119.0 [00:33<00:15, 4812.79it/s]
     68%|██████▊   | 158428/234119.0 [00:33<00:15, 4861.02it/s]
     68%|██████▊   | 158931/234119.0 [00:33<00:15, 4909.51it/s]
     68%|██████▊   | 159428/234119.0 [00:33<00:15, 4925.78it/s]
     68%|██████▊   | 159940/234119.0 [00:33<00:14, 4982.74it/s]
     69%|██████▊   | 160439/234119.0 [00:33<00:14, 4949.88it/s]
     69%|██████▊   | 160935/234119.0 [00:33<00:14, 4904.83it/s]
     69%|██████▉   | 161426/234119.0 [00:34<00:14, 4875.48it/s]
     69%|██████▉   | 161914/234119.0 [00:34<00:15, 4799.23it/s]
     69%|██████▉   | 162416/234119.0 [00:34<00:14, 4864.01it/s]
     70%|██████▉   | 162906/234119.0 [00:34<00:14, 4873.63it/s]
     70%|██████▉   | 163416/234119.0 [00:34<00:14, 4937.79it/s]
     70%|███████   | 163911/234119.0 [00:34<00:14, 4937.12it/s]
     70%|███████   | 164423/234119.0 [00:34<00:13, 4988.81it/s]
     70%|███████   | 164923/234119.0 [00:34<00:13, 4976.64it/s]
     71%|███████   | 165421/234119.0 [00:34<00:14, 4894.21it/s]
     71%|███████   | 165911/234119.0 [00:34<00:14, 4836.68it/s]
     71%|███████   | 166395/234119.0 [00:35<00:14, 4818.01it/s]
     71%|███████▏  | 166910/234119.0 [00:35<00:13, 4912.75it/s]
     72%|███████▏  | 167412/234119.0 [00:35<00:13, 4944.33it/s]
     72%|███████▏  | 167917/234119.0 [00:35<00:13, 4975.20it/s]
     72%|███████▏  | 168415/234119.0 [00:35<00:13, 4957.56it/s]
     72%|███████▏  | 168911/234119.0 [00:35<00:13, 4936.13it/s]
     72%|███████▏  | 169405/234119.0 [00:35<00:13, 4922.93it/s]
     73%|███████▎  | 169898/234119.0 [00:35<00:13, 4827.43it/s]
     73%|███████▎  | 170382/234119.0 [00:35<00:13, 4781.68it/s]
     73%|███████▎  | 170865/234119.0 [00:35<00:13, 4794.54it/s]
     73%|███████▎  | 171358/234119.0 [00:36<00:12, 4832.45it/s]
     73%|███████▎  | 171847/234119.0 [00:36<00:12, 4848.08it/s]
     74%|███████▎  | 172369/234119.0 [00:36<00:12, 4957.77it/s]
     74%|███████▍  | 172869/234119.0 [00:36<00:12, 4965.64it/s]
     74%|███████▍  | 173366/234119.0 [00:36<00:12, 4926.53it/s]
     74%|███████▍  | 173859/234119.0 [00:36<00:12, 4911.11it/s]
     74%|███████▍  | 174351/234119.0 [00:36<00:12, 4878.74it/s]
     75%|███████▍  | 174839/234119.0 [00:36<00:12, 4846.10it/s]
     75%|███████▍  | 175324/234119.0 [00:36<00:12, 4776.62it/s]
     75%|███████▌  | 175814/234119.0 [00:36<00:12, 4811.71it/s]
     75%|███████▌  | 176315/234119.0 [00:37<00:11, 4868.94it/s]
     76%|███████▌  | 176815/234119.0 [00:37<00:11, 4907.40it/s]
     76%|███████▌  | 177313/234119.0 [00:37<00:11, 4925.46it/s]
     76%|███████▌  | 177806/234119.0 [00:37<00:11, 4895.77it/s]
     76%|███████▌  | 178296/234119.0 [00:37<00:11, 4872.73it/s]
     76%|███████▋  | 178784/234119.0 [00:37<00:11, 4840.63it/s]
     77%|███████▋  | 179269/234119.0 [00:37<00:11, 4831.25it/s]
     77%|███████▋  | 179757/234119.0 [00:37<00:11, 4842.87it/s]
     77%|███████▋  | 180242/234119.0 [00:37<00:11, 4783.85it/s]
     77%|███████▋  | 180735/234119.0 [00:37<00:11, 4823.58it/s]
     77%|███████▋  | 181228/234119.0 [00:38<00:10, 4854.12it/s]
     78%|███████▊  | 181714/234119.0 [00:38<00:10, 4832.72it/s]
     78%|███████▊  | 182198/234119.0 [00:38<00:10, 4806.60it/s]
     78%|███████▊  | 182679/234119.0 [00:38<00:10, 4749.67it/s]
     78%|███████▊  | 183166/234119.0 [00:38<00:10, 4784.86it/s]
     78%|███████▊  | 183645/234119.0 [00:38<00:10, 4768.67it/s]
     79%|███████▊  | 184137/234119.0 [00:38<00:10, 4811.43it/s]
     79%|███████▉  | 184638/234119.0 [00:38<00:10, 4866.64it/s]
     79%|███████▉  | 185126/234119.0 [00:38<00:10, 4869.51it/s]
     79%|███████▉  | 185614/234119.0 [00:38<00:10, 4820.65it/s]
     79%|███████▉  | 186097/234119.0 [00:39<00:10, 4783.37it/s]
     80%|███████▉  | 186576/234119.0 [00:39<00:10, 4703.23it/s]
     80%|███████▉  | 187050/234119.0 [00:39<00:09, 4711.50it/s]
     80%|████████  | 187522/234119.0 [00:39<00:09, 4698.01it/s]
     80%|████████  | 188001/234119.0 [00:39<00:09, 4722.46it/s]
     81%|████████  | 188491/234119.0 [00:39<00:09, 4774.22it/s]
     81%|████████  | 188987/234119.0 [00:39<00:09, 4827.72it/s]
     81%|████████  | 189470/234119.0 [00:39<00:09, 4807.93it/s]
     81%|████████  | 189951/234119.0 [00:39<00:09, 4780.78it/s]
     81%|████████▏ | 190430/234119.0 [00:40<00:09, 4717.67it/s]
     82%|████████▏ | 190902/234119.0 [00:40<00:09, 4693.77it/s]
     82%|████████▏ | 191372/234119.0 [00:40<00:09, 4669.83it/s]
     82%|████████▏ | 191840/234119.0 [00:40<00:09, 4658.75it/s]
     82%|████████▏ | 192324/234119.0 [00:40<00:08, 4711.51it/s]
     82%|████████▏ | 192823/234119.0 [00:40<00:08, 4792.82it/s]
     83%|████████▎ | 193319/234119.0 [00:40<00:08, 4840.02it/s]
     83%|████████▎ | 193806/234119.0 [00:40<00:08, 4848.93it/s]
     83%|████████▎ | 194291/234119.0 [00:40<00:08, 4744.41it/s]
     83%|████████▎ | 194766/234119.0 [00:40<00:08, 4736.17it/s]
     83%|████████▎ | 195240/234119.0 [00:41<00:08, 4703.71it/s]
     84%|████████▎ | 195711/234119.0 [00:41<00:08, 4691.62it/s]
     84%|████████▍ | 196184/234119.0 [00:41<00:08, 4702.15it/s]
     84%|████████▍ | 196659/234119.0 [00:41<00:07, 4714.33it/s]
     84%|████████▍ | 197135/234119.0 [00:41<00:07, 4726.36it/s]
     84%|████████▍ | 197612/234119.0 [00:41<00:07, 4738.98it/s]
     85%|████████▍ | 198086/234119.0 [00:41<00:07, 4719.52it/s]
     85%|████████▍ | 198559/234119.0 [00:41<00:07, 4685.25it/s]
     85%|████████▌ | 199028/234119.0 [00:41<00:07, 4615.50it/s]
     85%|████████▌ | 199500/234119.0 [00:41<00:07, 4643.78it/s]
     85%|████████▌ | 199966/234119.0 [00:42<00:07, 4647.16it/s]
     86%|████████▌ | 200446/234119.0 [00:42<00:07, 4692.10it/s]
     86%|████████▌ | 200927/234119.0 [00:42<00:07, 4727.10it/s]
     86%|████████▌ | 201400/234119.0 [00:42<00:06, 4694.28it/s]
     86%|████████▌ | 201870/234119.0 [00:42<00:06, 4695.12it/s]
     86%|████████▋ | 202340/234119.0 [00:42<00:06, 4662.09it/s]
     87%|████████▋ | 202807/234119.0 [00:42<00:06, 4628.50it/s]
     87%|████████▋ | 203294/234119.0 [00:42<00:06, 4697.95it/s]
     87%|████████▋ | 203765/234119.0 [00:42<00:06, 4700.82it/s]
     87%|████████▋ | 204246/234119.0 [00:42<00:06, 4730.74it/s]
     87%|████████▋ | 204723/234119.0 [00:43<00:06, 4741.99it/s]
     88%|████████▊ | 205198/234119.0 [00:43<00:06, 4694.13it/s]
     88%|████████▊ | 205668/234119.0 [00:43<00:06, 4640.24it/s]
     88%|████████▊ | 206133/234119.0 [00:43<00:06, 4627.64it/s]
     88%|████████▊ | 206617/234119.0 [00:43<00:05, 4688.31it/s]
     88%|████████▊ | 207097/234119.0 [00:43<00:05, 4719.33it/s]
     89%|████████▊ | 207581/234119.0 [00:43<00:05, 4754.51it/s]
     89%|████████▉ | 208057/234119.0 [00:43<00:05, 4725.23it/s]
     89%|████████▉ | 208530/234119.0 [00:43<00:05, 4703.17it/s]
     89%|████████▉ | 209001/234119.0 [00:43<00:05, 4592.88it/s]
     89%|████████▉ | 209461/234119.0 [00:44<00:05, 4583.59it/s]
     90%|████████▉ | 209945/234119.0 [00:44<00:05, 4657.24it/s]
     90%|████████▉ | 210413/234119.0 [00:44<00:05, 4663.95it/s]
     90%|█████████ | 210885/234119.0 [00:44<00:04, 4680.21it/s]
     90%|█████████ | 211361/234119.0 [00:44<00:04, 4701.23it/s]
     90%|█████████ | 211832/234119.0 [00:44<00:04, 4648.07it/s]
     91%|█████████ | 212298/234119.0 [00:44<00:04, 4630.18it/s]
     91%|█████████ | 212762/234119.0 [00:44<00:04, 4578.14it/s]
     91%|█████████ | 213232/234119.0 [00:44<00:04, 4612.59it/s]
     91%|█████████▏| 213694/234119.0 [00:44<00:04, 4554.16it/s]
     91%|█████████▏| 214164/234119.0 [00:45<00:04, 4596.65it/s]
     92%|█████████▏| 214633/234119.0 [00:45<00:04, 4622.10it/s]
     92%|█████████▏| 215096/234119.0 [00:45<00:04, 4608.17it/s]
     92%|█████████▏| 215557/234119.0 [00:45<00:04, 4602.02it/s]
     92%|█████████▏| 216040/234119.0 [00:45<00:03, 4667.53it/s]
     92%|█████████▏| 216510/234119.0 [00:45<00:03, 4676.95it/s]
     93%|█████████▎| 216988/234119.0 [00:45<00:03, 4705.95it/s]
     93%|█████████▎| 217459/234119.0 [00:45<00:03, 4684.11it/s]
     93%|█████████▎| 217928/234119.0 [00:45<00:03, 4656.93it/s]
     93%|█████████▎| 218394/234119.0 [00:45<00:03, 4581.50it/s]
     93%|█████████▎| 218875/234119.0 [00:46<00:03, 4647.25it/s]
     94%|█████████▎| 219341/234119.0 [00:46<00:03, 4648.81it/s]
     94%|█████████▍| 219817/234119.0 [00:46<00:03, 4681.15it/s]
     94%|█████████▍| 220286/234119.0 [00:46<00:02, 4664.87it/s]
     94%|█████████▍| 220760/234119.0 [00:46<00:02, 4686.64it/s]
     95%|█████████▍| 221243/234119.0 [00:46<00:02, 4728.29it/s]
     95%|█████████▍| 221716/234119.0 [00:46<00:02, 4706.68it/s]
     95%|█████████▍| 222187/234119.0 [00:46<00:02, 4704.78it/s]
     95%|█████████▌| 222658/234119.0 [00:46<00:02, 4661.29it/s]
     95%|█████████▌| 223125/234119.0 [00:47<00:02, 4547.24it/s]
     96%|█████████▌| 223600/234119.0 [00:47<00:02, 4605.52it/s]
     96%|█████████▌| 224069/234119.0 [00:47<00:02, 4629.17it/s]
     96%|█████████▌| 224533/234119.0 [00:47<00:02, 4621.44it/s]
     96%|█████████▌| 224996/234119.0 [00:47<00:02, 4448.30it/s]
     96%|█████████▋| 225467/234119.0 [00:47<00:01, 4522.14it/s]
     97%|█████████▋| 225934/234119.0 [00:47<00:01, 4561.10it/s]
     97%|█████████▋| 226394/234119.0 [00:47<00:01, 4570.75it/s]
     97%|█████████▋| 226852/234119.0 [00:47<00:01, 4573.25it/s]
     97%|█████████▋| 227322/234119.0 [00:47<00:01, 4608.90it/s]
     97%|█████████▋| 227797/234119.0 [00:48<00:01, 4650.02it/s]
     97%|█████████▋| 228263/234119.0 [00:48<00:01, 4647.64it/s]
     98%|█████████▊| 228729/234119.0 [00:48<00:01, 4647.33it/s]
     98%|█████████▊| 229194/234119.0 [00:48<00:01, 4642.79it/s]
     98%|█████████▊| 229659/234119.0 [00:48<00:00, 4590.58it/s]
     98%|█████████▊| 230119/234119.0 [00:48<00:00, 4588.83it/s]
     98%|█████████▊| 230579/234119.0 [00:48<00:00, 4592.10it/s]
     99%|█████████▊| 231045/234119.0 [00:48<00:00, 4609.72it/s]
     99%|█████████▉| 231516/234119.0 [00:48<00:00, 4637.59it/s]
     99%|█████████▉| 231980/234119.0 [00:48<00:00, 4613.00it/s]
     99%|█████████▉| 232442/234119.0 [00:49<00:00, 4538.57it/s]
     99%|█████████▉| 232918/234119.0 [00:49<00:00, 4601.45it/s]
    100%|█████████▉| 233391/234119.0 [00:49<00:00, 4638.39it/s]
    100%|█████████▉| 233873/234119.0 [00:49<00:00, 4692.39it/s]
    100%|██████████| 234119/234119.0 [00:49<00:00, 4735.57it/s]
    Downloading https://templateflow.s3.amazonaws.com/tpl-MNI152NLin2009cAsym/tpl-MNI152NLin2009cAsym_res-01_T1w.nii.gz

      0%|          | 0.00/13.7M [00:00<?, ?B/s]
      1%|          | 68.6k/13.7M [00:00<00:27, 489kB/s]
      2%|▏         | 295k/13.7M [00:00<00:11, 1.15MB/s]
      9%|▉         | 1.20M/13.7M [00:00<00:03, 3.55MB/s]
     28%|██▊       | 3.84M/13.7M [00:00<00:01, 9.51MB/s]
     59%|█████▉    | 8.08M/13.7M [00:00<00:00, 16.9MB/s]
     90%|█████████ | 12.3M/13.7M [00:00<00:00, 21.4MB/s]
    100%|██████████| 13.7M/13.7M [00:00<00:00, 15.9MB/s]
    Optimizing level 2 [max iter: 10000]
    Optimizing level 1 [max iter: 1000]
    Optimizing level 0 [max iter: 100]
    Optimizing level 2 [max iter: 10000]
    Optimizing level 1 [max iter: 1000]
    Optimizing level 0 [max iter: 100]
    Optimizing level 2 [max iter: 10000]
    Optimizing level 1 [max iter: 1000]
    Optimizing level 0 [max iter: 100]

      0%|          | 0/234119.0 [00:00<?, ?it/s]
      0%|          | 114/234119.0 [00:00<03:25, 1138.68it/s]
      0%|          | 373/234119.0 [00:00<01:57, 1989.71it/s]
      0%|          | 600/234119.0 [00:00<01:50, 2117.42it/s]
      0%|          | 859/234119.0 [00:00<01:41, 2303.23it/s]
      0%|          | 1132/234119.0 [00:00<01:34, 2454.42it/s]
      1%|          | 1391/234119.0 [00:00<01:33, 2499.72it/s]
      1%|          | 1664/234119.0 [00:00<01:30, 2573.46it/s]
      1%|          | 1938/234119.0 [00:00<01:28, 2624.42it/s]
      1%|          | 2211/234119.0 [00:00<01:27, 2656.75it/s]
      1%|          | 2477/234119.0 [00:01<01:27, 2641.16it/s]
      1%|          | 2750/234119.0 [00:01<01:26, 2668.08it/s]
      1%|▏         | 3023/234119.0 [00:01<01:26, 2686.20it/s]
      1%|▏         | 3292/234119.0 [00:01<01:29, 2572.91it/s]
      2%|▏         | 3552/234119.0 [00:01<01:29, 2578.80it/s]
      2%|▏         | 3824/234119.0 [00:01<01:27, 2618.64it/s]
      2%|▏         | 4095/234119.0 [00:01<01:26, 2644.63it/s]
      2%|▏         | 4360/234119.0 [00:01<01:27, 2626.51it/s]
      2%|▏         | 4633/234119.0 [00:01<01:26, 2655.46it/s]
      2%|▏         | 4899/234119.0 [00:01<01:26, 2642.65it/s]
      2%|▏         | 5172/234119.0 [00:02<01:25, 2666.92it/s]
      2%|▏         | 5445/234119.0 [00:02<01:25, 2684.57it/s]
      2%|▏         | 5718/234119.0 [00:02<01:24, 2697.54it/s]
      3%|▎         | 5988/234119.0 [00:02<01:28, 2582.15it/s]
      3%|▎         | 6260/234119.0 [00:02<01:26, 2621.57it/s]
      3%|▎         | 6524/234119.0 [00:02<01:26, 2623.77it/s]
      3%|▎         | 6798/234119.0 [00:02<01:25, 2656.98it/s]
      3%|▎         | 7073/234119.0 [00:02<01:24, 2681.70it/s]
      3%|▎         | 7347/234119.0 [00:02<01:24, 2698.93it/s]
      3%|▎         | 7618/234119.0 [00:02<01:23, 2700.76it/s]
      3%|▎         | 7891/234119.0 [00:03<01:23, 2708.32it/s]
      3%|▎         | 8162/234119.0 [00:03<01:24, 2682.90it/s]
      4%|▎         | 8435/234119.0 [00:03<01:23, 2694.30it/s]
      4%|▎         | 8705/234119.0 [00:03<01:28, 2548.96it/s]
      4%|▍         | 8978/234119.0 [00:03<01:26, 2598.37it/s]
      4%|▍         | 9252/234119.0 [00:03<01:25, 2637.78it/s]
      4%|▍         | 9526/234119.0 [00:03<01:24, 2665.15it/s]
      4%|▍         | 9801/234119.0 [00:03<01:23, 2687.54it/s]
      4%|▍         | 10074/234119.0 [00:03<01:22, 2699.61it/s]
      4%|▍         | 10345/234119.0 [00:03<01:23, 2679.23it/s]
      5%|▍         | 10619/234119.0 [00:04<01:22, 2694.90it/s]
      5%|▍         | 10893/234119.0 [00:04<01:22, 2706.53it/s]
      5%|▍         | 11167/234119.0 [00:04<01:22, 2715.47it/s]
      5%|▍         | 11439/234119.0 [00:04<01:25, 2595.24it/s]
      5%|▌         | 11712/234119.0 [00:04<01:24, 2632.95it/s]
      5%|▌         | 11986/234119.0 [00:04<01:23, 2663.04it/s]
      5%|▌         | 12258/234119.0 [00:04<01:22, 2678.14it/s]
      5%|▌         | 12527/234119.0 [00:04<01:23, 2661.38it/s]
      5%|▌         | 12799/234119.0 [00:04<01:22, 2677.88it/s]
      6%|▌         | 13073/234119.0 [00:04<01:21, 2696.15it/s]
      6%|▌         | 13347/234119.0 [00:05<01:21, 2707.90it/s]
      6%|▌         | 13622/234119.0 [00:05<01:21, 2717.65it/s]
      6%|▌         | 13896/234119.0 [00:05<01:20, 2722.60it/s]
      6%|▌         | 14169/234119.0 [00:05<01:24, 2597.81it/s]
      6%|▌         | 14441/234119.0 [00:05<01:23, 2631.95it/s]
      6%|▋         | 14714/234119.0 [00:05<01:22, 2659.19it/s]
      6%|▋         | 14981/234119.0 [00:05<01:22, 2651.63it/s]
      7%|▋         | 15254/234119.0 [00:05<01:21, 2673.84it/s]
      7%|▋         | 15528/234119.0 [00:05<01:21, 2690.82it/s]
      7%|▋         | 15801/234119.0 [00:06<01:20, 2700.28it/s]
      7%|▋         | 16075/234119.0 [00:06<01:20, 2711.06it/s]
      7%|▋         | 16349/234119.0 [00:06<01:20, 2719.23it/s]
      7%|▋         | 16622/234119.0 [00:06<02:09, 1674.71it/s]
      7%|▋         | 16894/234119.0 [00:06<01:54, 1891.64it/s]
      7%|▋         | 17165/234119.0 [00:06<01:44, 2078.71it/s]
      7%|▋         | 17439/234119.0 [00:06<01:36, 2240.08it/s]
      8%|▊         | 17703/234119.0 [00:06<01:32, 2342.28it/s]
      8%|▊         | 17975/234119.0 [00:07<01:28, 2442.96it/s]
      8%|▊         | 18248/234119.0 [00:07<01:25, 2522.88it/s]
      8%|▊         | 18521/234119.0 [00:07<01:23, 2581.01it/s]
      8%|▊         | 18796/234119.0 [00:07<01:21, 2627.90it/s]
      8%|▊         | 19066/234119.0 [00:07<01:24, 2534.18it/s]
      8%|▊         | 19339/234119.0 [00:07<01:22, 2589.84it/s]
      8%|▊         | 19613/234119.0 [00:07<01:21, 2632.22it/s]
      8%|▊         | 19885/234119.0 [00:07<01:20, 2656.39it/s]
      9%|▊         | 20157/234119.0 [00:07<01:19, 2675.06it/s]
      9%|▊         | 20426/234119.0 [00:07<01:20, 2659.65it/s]
      9%|▉         | 20697/234119.0 [00:08<01:19, 2674.31it/s]
      9%|▉         | 20970/234119.0 [00:08<01:19, 2690.53it/s]
      9%|▉         | 21242/234119.0 [00:08<01:18, 2699.12it/s]
      9%|▉         | 21517/234119.0 [00:08<01:18, 2712.01it/s]
      9%|▉         | 21789/234119.0 [00:08<01:21, 2595.71it/s]
      9%|▉         | 22062/234119.0 [00:08<01:20, 2632.89it/s]
     10%|▉         | 22337/234119.0 [00:08<01:19, 2666.29it/s]
     10%|▉         | 22612/234119.0 [00:08<01:18, 2690.14it/s]
     10%|▉         | 22885/234119.0 [00:08<01:18, 2699.78it/s]
     10%|▉         | 23158/234119.0 [00:08<01:17, 2708.66it/s]
     10%|█         | 23430/234119.0 [00:09<01:18, 2691.84it/s]
     10%|█         | 23704/234119.0 [00:09<01:17, 2703.48it/s]
     10%|█         | 23977/234119.0 [00:09<01:17, 2711.07it/s]
     10%|█         | 24249/234119.0 [00:09<01:18, 2689.15it/s]
     10%|█         | 24519/234119.0 [00:09<01:21, 2578.96it/s]
     11%|█         | 24791/234119.0 [00:09<01:19, 2618.75it/s]
     11%|█         | 25066/234119.0 [00:09<01:18, 2656.68it/s]
     11%|█         | 25341/234119.0 [00:09<01:17, 2683.83it/s]
     11%|█         | 25618/234119.0 [00:09<01:17, 2706.86it/s]
     11%|█         | 25893/234119.0 [00:09<01:16, 2716.64it/s]
     11%|█         | 26167/234119.0 [00:10<01:16, 2720.73it/s]
     11%|█▏        | 26440/234119.0 [00:10<01:16, 2723.05it/s]
     11%|█▏        | 26713/234119.0 [00:10<01:16, 2701.75it/s]
     12%|█▏        | 26986/234119.0 [00:10<01:16, 2710.09it/s]
     12%|█▏        | 27258/234119.0 [00:10<01:19, 2593.74it/s]
     12%|█▏        | 27531/234119.0 [00:10<01:18, 2633.00it/s]
     12%|█▏        | 27806/234119.0 [00:10<01:17, 2666.78it/s]
     12%|█▏        | 28080/234119.0 [00:10<01:16, 2686.92it/s]
     12%|█▏        | 28354/234119.0 [00:10<01:16, 2700.38it/s]
     12%|█▏        | 28631/234119.0 [00:10<01:15, 2718.39it/s]
     12%|█▏        | 28908/234119.0 [00:11<01:15, 2731.96it/s]
     12%|█▏        | 29183/234119.0 [00:11<01:14, 2736.23it/s]
     13%|█▎        | 29457/234119.0 [00:11<01:14, 2736.35it/s]
     13%|█▎        | 29731/234119.0 [00:11<01:14, 2731.35it/s]
     13%|█▎        | 30005/234119.0 [00:11<01:18, 2586.09it/s]
     13%|█▎        | 30277/234119.0 [00:11<01:17, 2622.99it/s]
     13%|█▎        | 30541/234119.0 [00:11<01:17, 2614.84it/s]
     13%|█▎        | 30814/234119.0 [00:11<01:16, 2648.44it/s]
     13%|█▎        | 31087/234119.0 [00:11<01:16, 2670.08it/s]
     13%|█▎        | 31361/234119.0 [00:12<01:15, 2688.15it/s]
     14%|█▎        | 31636/234119.0 [00:12<01:14, 2704.67it/s]
     14%|█▎        | 31911/234119.0 [00:12<01:14, 2715.22it/s]
     14%|█▎        | 32187/234119.0 [00:12<01:14, 2726.61it/s]
     14%|█▍        | 32463/234119.0 [00:12<01:13, 2734.08it/s]
     14%|█▍        | 32737/234119.0 [00:12<01:17, 2607.12it/s]
     14%|█▍        | 33009/234119.0 [00:12<01:16, 2638.02it/s]
     14%|█▍        | 33280/234119.0 [00:12<01:15, 2658.11it/s]
     14%|█▍        | 33547/234119.0 [00:12<01:15, 2653.88it/s]
     14%|█▍        | 33818/234119.0 [00:12<01:15, 2670.37it/s]
     15%|█▍        | 34088/234119.0 [00:13<01:14, 2677.52it/s]
     15%|█▍        | 34360/234119.0 [00:13<01:14, 2689.07it/s]
     15%|█▍        | 34633/234119.0 [00:13<01:13, 2700.10it/s]
     15%|█▍        | 34906/234119.0 [00:13<01:13, 2706.29it/s]
     15%|█▌        | 35179/234119.0 [00:13<01:13, 2711.26it/s]
     15%|█▌        | 35451/234119.0 [00:13<01:16, 2591.14it/s]
     15%|█▌        | 35724/234119.0 [00:13<01:15, 2629.05it/s]
     15%|█▌        | 35997/234119.0 [00:13<01:14, 2658.40it/s]
     15%|█▌        | 36270/234119.0 [00:13<01:13, 2678.54it/s]
     16%|█▌        | 36542/234119.0 [00:13<01:13, 2689.48it/s]
     16%|█▌        | 36814/234119.0 [00:14<01:13, 2697.06it/s]
     16%|█▌        | 37084/234119.0 [00:14<01:13, 2679.44it/s]
     16%|█▌        | 37353/234119.0 [00:14<01:13, 2681.49it/s]
     16%|█▌        | 37625/234119.0 [00:14<01:13, 2690.30it/s]
     16%|█▌        | 37895/234119.0 [00:14<01:12, 2690.17it/s]
     16%|█▋        | 38165/234119.0 [00:14<01:16, 2567.29it/s]
     16%|█▋        | 38437/234119.0 [00:14<01:14, 2610.77it/s]
     17%|█▋        | 38708/234119.0 [00:14<01:14, 2638.30it/s]
     17%|█▋        | 38973/234119.0 [00:14<01:16, 2567.23it/s]
     17%|█▋        | 39231/234119.0 [00:15<01:24, 2316.64it/s]
     17%|█▋        | 39504/234119.0 [00:15<01:20, 2427.30it/s]
     17%|█▋        | 39778/234119.0 [00:15<01:17, 2514.56it/s]
     17%|█▋        | 40039/234119.0 [00:15<01:16, 2541.73it/s]
     17%|█▋        | 40309/234119.0 [00:15<01:14, 2585.97it/s]
     17%|█▋        | 40579/234119.0 [00:15<01:13, 2618.15it/s]
     17%|█▋        | 40843/234119.0 [00:15<01:16, 2514.25it/s]
     18%|█▊        | 41107/234119.0 [00:15<01:15, 2549.27it/s]
     18%|█▊        | 41378/234119.0 [00:15<01:14, 2594.45it/s]
     18%|█▊        | 41645/234119.0 [00:15<01:13, 2615.40it/s]
     18%|█▊        | 41917/234119.0 [00:16<01:12, 2645.17it/s]
     18%|█▊        | 42188/234119.0 [00:16<01:12, 2663.23it/s]
     18%|█▊        | 42461/234119.0 [00:16<01:11, 2681.75it/s]
     18%|█▊        | 42734/234119.0 [00:16<01:11, 2693.05it/s]
     18%|█▊        | 43007/234119.0 [00:16<01:10, 2701.97it/s]
     18%|█▊        | 43280/234119.0 [00:16<01:10, 2709.57it/s]
     19%|█▊        | 43552/234119.0 [00:16<01:13, 2593.33it/s]
     19%|█▊        | 43827/234119.0 [00:16<01:12, 2636.33it/s]
     19%|█▉        | 44101/234119.0 [00:16<01:11, 2664.88it/s]
     19%|█▉        | 44370/234119.0 [00:16<01:11, 2669.74it/s]
     19%|█▉        | 44640/234119.0 [00:17<01:10, 2678.49it/s]
     19%|█▉        | 44909/234119.0 [00:17<01:10, 2667.70it/s]
     19%|█▉        | 45182/234119.0 [00:17<01:10, 2683.97it/s]
     19%|█▉        | 45453/234119.0 [00:17<01:10, 2688.86it/s]
     20%|█▉        | 45724/234119.0 [00:17<01:09, 2692.52it/s]
     20%|█▉        | 45996/234119.0 [00:17<01:09, 2698.62it/s]
     20%|█▉        | 46266/234119.0 [00:17<01:12, 2586.68it/s]
     20%|█▉        | 46539/234119.0 [00:17<01:11, 2627.48it/s]
     20%|█▉        | 46813/234119.0 [00:17<01:10, 2660.18it/s]
     20%|██        | 47087/234119.0 [00:17<01:09, 2681.35it/s]
     20%|██        | 47361/234119.0 [00:18<01:09, 2698.14it/s]
     20%|██        | 47635/234119.0 [00:18<01:08, 2709.17it/s]
     20%|██        | 47909/234119.0 [00:18<01:08, 2716.84it/s]
     21%|██        | 48181/234119.0 [00:18<01:08, 2712.49it/s]
     21%|██        | 48453/234119.0 [00:18<01:08, 2709.21it/s]
     21%|██        | 48725/234119.0 [00:18<01:08, 2706.17it/s]
     21%|██        | 48996/234119.0 [00:18<01:12, 2565.62it/s]
     21%|██        | 49269/234119.0 [00:18<01:10, 2612.84it/s]
     21%|██        | 49539/234119.0 [00:18<01:10, 2635.63it/s]
     21%|██▏       | 49812/234119.0 [00:18<01:09, 2661.46it/s]
     21%|██▏       | 50085/234119.0 [00:19<01:08, 2680.99it/s]
     22%|██▏       | 50359/234119.0 [00:19<01:08, 2697.03it/s]
     22%|██▏       | 50634/234119.0 [00:19<01:07, 2710.60it/s]
     22%|██▏       | 50906/234119.0 [00:19<01:07, 2710.05it/s]
     22%|██▏       | 51178/234119.0 [00:19<01:18, 2322.75it/s]
     22%|██▏       | 51421/234119.0 [00:19<01:20, 2273.08it/s]
     22%|██▏       | 51695/234119.0 [00:19<01:16, 2396.90it/s]
     22%|██▏       | 51971/234119.0 [00:19<01:12, 2496.61it/s]
     22%|██▏       | 52243/234119.0 [00:19<01:11, 2559.34it/s]
     22%|██▏       | 52516/234119.0 [00:20<01:09, 2606.77it/s]
     23%|██▎       | 52789/234119.0 [00:20<01:08, 2640.80it/s]
     23%|██▎       | 53056/234119.0 [00:20<01:08, 2645.95it/s]
     23%|██▎       | 53329/234119.0 [00:20<01:07, 2670.31it/s]
     23%|██▎       | 53601/234119.0 [00:20<01:07, 2684.54it/s]
     23%|██▎       | 53876/234119.0 [00:20<01:06, 2701.72it/s]
     23%|██▎       | 54147/234119.0 [00:20<01:09, 2588.35it/s]
     23%|██▎       | 54421/234119.0 [00:20<01:08, 2631.33it/s]
     23%|██▎       | 54695/234119.0 [00:20<01:07, 2662.15it/s]
     23%|██▎       | 54970/234119.0 [00:20<01:06, 2686.41it/s]
     24%|██▎       | 55242/234119.0 [00:21<01:06, 2694.58it/s]
     24%|██▎       | 55517/234119.0 [00:21<01:05, 2709.98it/s]
     24%|██▍       | 55793/234119.0 [00:21<01:05, 2722.27it/s]
     24%|██▍       | 56066/234119.0 [00:21<01:05, 2697.97it/s]
     24%|██▍       | 56340/234119.0 [00:21<01:05, 2710.17it/s]
     24%|██▍       | 56613/234119.0 [00:21<01:05, 2714.87it/s]
     24%|██▍       | 56885/234119.0 [00:21<01:08, 2589.27it/s]
     24%|██▍       | 57151/234119.0 [00:21<01:07, 2607.40it/s]
     25%|██▍       | 57424/234119.0 [00:21<01:06, 2641.94it/s]
     25%|██▍       | 57699/234119.0 [00:22<01:06, 2671.93it/s]
     25%|██▍       | 57973/234119.0 [00:22<01:05, 2689.70it/s]
     25%|██▍       | 58246/234119.0 [00:22<01:05, 2701.49it/s]
     25%|██▍       | 58521/234119.0 [00:22<01:04, 2713.29it/s]
     25%|██▌       | 58793/234119.0 [00:22<01:04, 2707.51it/s]
     25%|██▌       | 59064/234119.0 [00:22<01:15, 2322.32it/s]
     25%|██▌       | 59341/234119.0 [00:22<01:11, 2440.74it/s]
     25%|██▌       | 59594/234119.0 [00:22<01:12, 2410.58it/s]
     26%|██▌       | 59869/234119.0 [00:22<01:09, 2503.38it/s]
     26%|██▌       | 60146/234119.0 [00:22<01:07, 2577.03it/s]
     26%|██▌       | 60420/234119.0 [00:23<01:06, 2623.50it/s]
     26%|██▌       | 60697/234119.0 [00:23<01:05, 2663.15it/s]
     26%|██▌       | 60972/234119.0 [00:23<01:04, 2687.92it/s]
     26%|██▌       | 61243/234119.0 [00:23<01:04, 2678.95it/s]
     26%|██▋       | 61513/234119.0 [00:23<01:04, 2685.04it/s]
     26%|██▋       | 61786/234119.0 [00:23<01:03, 2698.26it/s]
     27%|██▋       | 62063/234119.0 [00:23<01:03, 2717.00it/s]
     27%|██▋       | 62336/234119.0 [00:23<01:06, 2593.40it/s]
     27%|██▋       | 62611/234119.0 [00:23<01:05, 2636.94it/s]
     27%|██▋       | 62886/234119.0 [00:23<01:04, 2669.46it/s]
     27%|██▋       | 63161/234119.0 [00:24<01:03, 2690.50it/s]
     27%|██▋       | 63438/234119.0 [00:24<01:02, 2711.49it/s]
     27%|██▋       | 63715/234119.0 [00:24<01:02, 2727.54it/s]
     27%|██▋       | 63990/234119.0 [00:24<01:02, 2731.72it/s]
     27%|██▋       | 64265/234119.0 [00:24<01:02, 2734.29it/s]
     28%|██▊       | 64541/234119.0 [00:24<01:01, 2739.65it/s]
     28%|██▊       | 64818/234119.0 [00:24<01:01, 2747.02it/s]
     28%|██▊       | 65093/234119.0 [00:24<01:04, 2622.60it/s]
     28%|██▊       | 65357/234119.0 [00:24<01:05, 2595.83it/s]
     28%|██▊       | 65624/234119.0 [00:25<01:04, 2615.68it/s]
     28%|██▊       | 65897/234119.0 [00:25<01:03, 2647.08it/s]
     28%|██▊       | 66163/234119.0 [00:25<01:05, 2569.83it/s]
     28%|██▊       | 66440/234119.0 [00:25<01:03, 2626.58it/s]
     28%|██▊       | 66712/234119.0 [00:25<01:03, 2653.72it/s]
     29%|██▊       | 66980/234119.0 [00:25<01:02, 2659.01it/s]
     29%|██▊       | 67253/234119.0 [00:25<01:02, 2678.87it/s]
     29%|██▉       | 67522/234119.0 [00:25<01:06, 2504.65it/s]
     29%|██▉       | 67795/234119.0 [00:25<01:04, 2566.32it/s]
     29%|██▉       | 68070/234119.0 [00:25<01:03, 2617.76it/s]
     29%|██▉       | 68346/234119.0 [00:26<01:02, 2657.01it/s]
     29%|██▉       | 68613/234119.0 [00:26<01:02, 2631.90it/s]
     29%|██▉       | 68889/234119.0 [00:26<01:01, 2667.98it/s]
     30%|██▉       | 69163/234119.0 [00:26<01:01, 2688.88it/s]
     30%|██▉       | 69436/234119.0 [00:26<01:01, 2699.11it/s]
     30%|██▉       | 69710/234119.0 [00:26<01:00, 2709.67it/s]
     30%|██▉       | 69982/234119.0 [00:26<01:00, 2700.69it/s]
     30%|███       | 70253/234119.0 [00:26<01:03, 2587.53it/s]
     30%|███       | 70529/234119.0 [00:26<01:02, 2635.16it/s]
     30%|███       | 70804/234119.0 [00:26<01:01, 2667.42it/s]
     30%|███       | 71078/234119.0 [00:27<01:00, 2688.68it/s]
     30%|███       | 71353/234119.0 [00:27<01:00, 2704.43it/s]
     31%|███       | 71630/234119.0 [00:27<00:59, 2722.57it/s]
     31%|███       | 71903/234119.0 [00:27<01:00, 2701.97it/s]
     31%|███       | 72176/234119.0 [00:27<00:59, 2707.86it/s]
     31%|███       | 72451/234119.0 [00:27<00:59, 2719.64it/s]
     31%|███       | 72728/234119.0 [00:27<00:59, 2733.98it/s]
     31%|███       | 73002/234119.0 [00:27<01:01, 2608.90it/s]
     31%|███▏      | 73275/234119.0 [00:27<01:00, 2643.66it/s]
     31%|███▏      | 73550/234119.0 [00:27<01:00, 2673.89it/s]
     32%|███▏      | 73824/234119.0 [00:28<00:59, 2693.05it/s]
     32%|███▏      | 74098/234119.0 [00:28<00:59, 2705.21it/s]
     32%|███▏      | 74369/234119.0 [00:28<00:59, 2696.29it/s]
     32%|███▏      | 74644/234119.0 [00:28<00:58, 2709.50it/s]
     32%|███▏      | 74917/234119.0 [00:28<00:58, 2713.58it/s]
     32%|███▏      | 75193/234119.0 [00:28<00:58, 2724.55it/s]
     32%|███▏      | 75469/234119.0 [00:28<00:58, 2733.60it/s]
     32%|███▏      | 75743/234119.0 [00:28<01:00, 2604.71it/s]
     32%|███▏      | 76015/234119.0 [00:28<00:59, 2637.82it/s]
     33%|███▎      | 76290/234119.0 [00:29<00:59, 2670.36it/s]
     33%|███▎      | 76565/234119.0 [00:29<00:58, 2692.37it/s]
     33%|███▎      | 76839/234119.0 [00:29<00:58, 2704.73it/s]
     33%|███▎      | 77114/234119.0 [00:29<00:57, 2715.31it/s]
     33%|███▎      | 77386/234119.0 [00:29<00:57, 2709.49it/s]
     33%|███▎      | 77658/234119.0 [00:29<00:57, 2705.24it/s]
     33%|███▎      | 77930/234119.0 [00:29<00:57, 2707.71it/s]
     33%|███▎      | 78203/234119.0 [00:29<00:57, 2713.14it/s]
     34%|███▎      | 78475/234119.0 [00:29<01:00, 2589.46it/s]
     34%|███▎      | 78741/234119.0 [00:29<00:59, 2608.94it/s]
     34%|███▎      | 79015/234119.0 [00:30<00:58, 2647.26it/s]
     34%|███▍      | 79290/234119.0 [00:30<00:57, 2677.31it/s]
     34%|███▍      | 79565/234119.0 [00:30<00:57, 2698.64it/s]
     34%|███▍      | 79838/234119.0 [00:30<00:57, 2705.24it/s]
     34%|███▍      | 80109/234119.0 [00:30<00:57, 2701.21it/s]
     34%|███▍      | 80381/234119.0 [00:30<00:56, 2705.59it/s]
     34%|███▍      | 80655/234119.0 [00:30<00:56, 2713.97it/s]
     35%|███▍      | 80930/234119.0 [00:30<00:56, 2721.76it/s]
     35%|███▍      | 81203/234119.0 [00:30<00:58, 2624.40it/s]
     35%|███▍      | 81476/234119.0 [00:30<00:57, 2652.57it/s]
     35%|███▍      | 81750/234119.0 [00:31<00:56, 2676.81it/s]
     35%|███▌      | 82021/234119.0 [00:31<00:56, 2685.60it/s]
     35%|███▌      | 82296/234119.0 [00:31<00:56, 2702.10it/s]
     35%|███▌      | 82571/234119.0 [00:31<00:55, 2714.98it/s]
     35%|███▌      | 82843/234119.0 [00:31<00:55, 2708.15it/s]
     36%|███▌      | 83114/234119.0 [00:31<00:56, 2689.91it/s]
     36%|███▌      | 83388/234119.0 [00:31<00:55, 2703.26it/s]
     36%|███▌      | 83659/234119.0 [00:31<00:56, 2686.06it/s]
     36%|███▌      | 83930/234119.0 [00:31<00:57, 2623.51it/s]
     36%|███▌      | 84193/234119.0 [00:31<00:57, 2596.06it/s]
     36%|███▌      | 84467/234119.0 [00:32<00:56, 2637.29it/s]
     36%|███▌      | 84742/234119.0 [00:32<00:55, 2668.74it/s]
     36%|███▋      | 85016/234119.0 [00:32<00:55, 2688.82it/s]
     36%|███▋      | 85290/234119.0 [00:32<00:55, 2703.18it/s]
     37%|███▋      | 85562/234119.0 [00:32<00:54, 2706.14it/s]
     37%|███▋      | 85837/234119.0 [00:32<00:54, 2718.26it/s]
     37%|███▋      | 86112/234119.0 [00:32<00:54, 2725.06it/s]
     37%|███▋      | 86387/234119.0 [00:32<00:54, 2729.97it/s]
     37%|███▋      | 86661/234119.0 [00:32<00:53, 2732.07it/s]
     37%|███▋      | 86935/234119.0 [00:32<00:56, 2607.82it/s]
     37%|███▋      | 87210/234119.0 [00:33<00:55, 2646.80it/s]
     37%|███▋      | 87477/234119.0 [00:33<00:55, 2650.55it/s]
     37%|███▋      | 87754/234119.0 [00:33<00:54, 2683.47it/s]
     38%|███▊      | 88023/234119.0 [00:33<00:54, 2666.30it/s]
     38%|███▊      | 88297/234119.0 [00:33<00:54, 2687.99it/s]
     38%|███▊      | 88571/234119.0 [00:33<00:53, 2701.43it/s]
     38%|███▊      | 88846/234119.0 [00:33<00:53, 2713.07it/s]
     38%|███▊      | 89121/234119.0 [00:33<00:53, 2721.70it/s]
     38%|███▊      | 89394/234119.0 [00:33<00:53, 2721.08it/s]
     38%|███▊      | 89667/234119.0 [00:34<00:55, 2606.09it/s]
     38%|███▊      | 89941/234119.0 [00:34<00:54, 2643.48it/s]
     39%|███▊      | 90215/234119.0 [00:34<00:53, 2671.68it/s]
     39%|███▊      | 90489/234119.0 [00:34<00:53, 2691.13it/s]
     39%|███▉      | 90760/234119.0 [00:34<00:53, 2695.87it/s]
     39%|███▉      | 91033/234119.0 [00:34<00:52, 2703.85it/s]
     39%|███▉      | 91305/234119.0 [00:34<00:52, 2708.10it/s]
     39%|███▉      | 91580/234119.0 [00:34<00:52, 2718.85it/s]
     39%|███▉      | 91853/234119.0 [00:34<00:52, 2703.58it/s]
     39%|███▉      | 92124/234119.0 [00:34<00:58, 2438.21it/s]
     39%|███▉      | 92398/234119.0 [00:35<00:56, 2521.01it/s]
     40%|███▉      | 92675/234119.0 [00:35<00:54, 2589.72it/s]
     40%|███▉      | 92948/234119.0 [00:35<00:53, 2628.59it/s]
     40%|███▉      | 93224/234119.0 [00:35<00:52, 2664.33it/s]
     40%|███▉      | 93496/234119.0 [00:35<00:52, 2678.80it/s]
     40%|████      | 93770/234119.0 [00:35<00:52, 2695.85it/s]
     40%|████      | 94047/234119.0 [00:35<00:51, 2717.58it/s]
     40%|████      | 94323/234119.0 [00:35<00:51, 2729.14it/s]
     40%|████      | 94597/234119.0 [00:35<00:51, 2730.70it/s]
     41%|████      | 94871/234119.0 [00:35<00:53, 2619.08it/s]
     41%|████      | 95136/234119.0 [00:36<00:52, 2627.41it/s]
     41%|████      | 95406/234119.0 [00:36<00:52, 2647.52it/s]
     41%|████      | 95677/234119.0 [00:36<00:51, 2665.22it/s]
     41%|████      | 95951/234119.0 [00:36<00:51, 2684.50it/s]
     41%|████      | 96220/234119.0 [00:36<00:51, 2673.30it/s]
     41%|████      | 96491/234119.0 [00:36<00:51, 2684.04it/s]
     41%|████▏     | 96765/234119.0 [00:36<00:50, 2698.14it/s]
     41%|████▏     | 97038/234119.0 [00:36<00:50, 2706.49it/s]
     42%|████▏     | 97310/234119.0 [00:36<00:50, 2708.90it/s]
     42%|████▏     | 97581/234119.0 [00:36<00:52, 2594.80it/s]
     42%|████▏     | 97855/234119.0 [00:37<00:51, 2636.28it/s]
     42%|████▏     | 98129/234119.0 [00:37<00:51, 2664.54it/s]
     42%|████▏     | 98405/234119.0 [00:37<00:50, 2691.80it/s]
     42%|████▏     | 98678/234119.0 [00:37<00:50, 2700.89it/s]
     42%|████▏     | 98952/234119.0 [00:37<00:49, 2711.04it/s]
     42%|████▏     | 99224/234119.0 [00:37<00:49, 2711.32it/s]
     42%|████▏     | 99498/234119.0 [00:37<00:49, 2717.15it/s]
     43%|████▎     | 99770/234119.0 [00:37<00:49, 2717.74it/s]
     43%|████▎     | 100042/234119.0 [00:37<00:49, 2710.05it/s]
     43%|████▎     | 100314/234119.0 [00:38<00:53, 2505.94it/s]
     43%|████▎     | 100584/234119.0 [00:38<00:52, 2560.39it/s]
     43%|████▎     | 100849/234119.0 [00:38<00:51, 2585.53it/s]
     43%|████▎     | 101120/234119.0 [00:38<00:50, 2619.67it/s]
     43%|████▎     | 101391/234119.0 [00:38<00:50, 2644.22it/s]
     43%|████▎     | 101663/234119.0 [00:38<00:49, 2665.58it/s]
     44%|████▎     | 101935/234119.0 [00:38<00:49, 2679.77it/s]
     44%|████▎     | 102208/234119.0 [00:38<00:48, 2692.71it/s]
     44%|████▍     | 102481/234119.0 [00:38<00:48, 2702.01it/s]
     44%|████▍     | 102752/234119.0 [00:38<00:48, 2686.94it/s]
     44%|████▍     | 103021/234119.0 [00:39<00:50, 2572.05it/s]
     44%|████▍     | 103295/234119.0 [00:39<00:49, 2618.13it/s]
     44%|████▍     | 103566/234119.0 [00:39<00:49, 2644.53it/s]
     44%|████▍     | 103839/234119.0 [00:39<00:48, 2667.76it/s]
     44%|████▍     | 104107/234119.0 [00:39<00:49, 2648.16it/s]
     45%|████▍     | 104376/234119.0 [00:39<00:48, 2657.88it/s]
     45%|████▍     | 104647/234119.0 [00:39<00:48, 2672.52it/s]
     45%|████▍     | 104918/234119.0 [00:39<00:48, 2682.77it/s]
     45%|████▍     | 105187/234119.0 [00:39<00:48, 2675.59it/s]
     45%|████▌     | 105458/234119.0 [00:39<00:47, 2683.03it/s]
     45%|████▌     | 105727/234119.0 [00:40<00:50, 2566.98it/s]
     45%|████▌     | 106000/234119.0 [00:40<00:49, 2613.55it/s]
     45%|████▌     | 106271/234119.0 [00:40<00:48, 2640.20it/s]
     46%|████▌     | 106544/234119.0 [00:40<00:47, 2664.31it/s]
     46%|████▌     | 106814/234119.0 [00:40<00:47, 2673.54it/s]
     46%|████▌     | 107085/234119.0 [00:40<00:47, 2683.76it/s]
     46%|████▌     | 107358/234119.0 [00:40<00:46, 2697.46it/s]
     46%|████▌     | 107631/234119.0 [00:40<00:46, 2705.08it/s]
     46%|████▌     | 107902/234119.0 [00:40<00:46, 2703.68it/s]
     46%|████▌     | 108173/234119.0 [00:40<00:46, 2692.56it/s]
     46%|████▋     | 108443/234119.0 [00:41<00:48, 2567.86it/s]
     46%|████▋     | 108715/234119.0 [00:41<00:48, 2611.32it/s]
     47%|████▋     | 108984/234119.0 [00:41<00:47, 2632.95it/s]
     47%|████▋     | 109253/234119.0 [00:41<00:47, 2648.13it/s]
     47%|████▋     | 109519/234119.0 [00:41<00:47, 2649.92it/s]
     47%|████▋     | 109786/234119.0 [00:41<00:46, 2655.84it/s]
     47%|████▋     | 110056/234119.0 [00:41<00:46, 2668.84it/s]
     47%|████▋     | 110324/234119.0 [00:41<00:46, 2651.92it/s]
     47%|████▋     | 110596/234119.0 [00:41<00:46, 2670.07it/s]
     47%|████▋     | 110867/234119.0 [00:41<00:46, 2679.21it/s]
     47%|████▋     | 111136/234119.0 [00:42<00:50, 2426.03it/s]
     48%|████▊     | 111384/234119.0 [00:42<00:51, 2362.09it/s]
     48%|████▊     | 111658/234119.0 [00:42<00:49, 2465.00it/s]
     48%|████▊     | 111932/234119.0 [00:42<00:48, 2541.22it/s]
     48%|████▊     | 112205/234119.0 [00:42<00:46, 2595.25it/s]
     48%|████▊     | 112476/234119.0 [00:42<00:46, 2628.51it/s]
     48%|████▊     | 112749/234119.0 [00:42<00:45, 2657.07it/s]
     48%|████▊     | 113021/234119.0 [00:42<00:45, 2673.12it/s]
     48%|████▊     | 113290/234119.0 [00:42<00:45, 2676.06it/s]
     49%|████▊     | 113559/234119.0 [00:43<00:45, 2666.14it/s]
     49%|████▊     | 113827/234119.0 [00:43<00:47, 2551.29it/s]
     49%|████▊     | 114096/234119.0 [00:43<00:46, 2590.74it/s]
     49%|████▉     | 114367/234119.0 [00:43<00:45, 2625.47it/s]
     49%|████▉     | 114636/234119.0 [00:43<00:45, 2643.43it/s]
     49%|████▉     | 114908/234119.0 [00:43<00:44, 2663.81it/s]
     49%|████▉     | 115180/234119.0 [00:43<00:44, 2679.34it/s]
     49%|████▉     | 115453/234119.0 [00:43<00:44, 2692.92it/s]
     49%|████▉     | 115725/234119.0 [00:43<00:43, 2700.86it/s]
     50%|████▉     | 115996/234119.0 [00:43<00:43, 2702.89it/s]
     50%|████▉     | 116267/234119.0 [00:44<00:43, 2704.75it/s]
     50%|████▉     | 116538/234119.0 [00:44<00:45, 2580.06it/s]
     50%|████▉     | 116807/234119.0 [00:44<00:44, 2611.60it/s]
     50%|█████     | 117079/234119.0 [00:44<00:44, 2642.57it/s]
     50%|█████     | 117349/234119.0 [00:44<00:43, 2656.72it/s]
     50%|█████     | 117618/234119.0 [00:44<00:43, 2666.27it/s]
     50%|█████     | 117886/234119.0 [00:44<00:43, 2658.23it/s]
     50%|█████     | 118158/234119.0 [00:44<00:43, 2675.99it/s]
     51%|█████     | 118430/234119.0 [00:44<00:43, 2687.78it/s]
     51%|█████     | 118701/234119.0 [00:44<00:42, 2693.48it/s]
     51%|█████     | 118972/234119.0 [00:45<00:42, 2696.77it/s]
     51%|█████     | 119242/234119.0 [00:45<00:44, 2577.69it/s]
     51%|█████     | 119514/234119.0 [00:45<00:43, 2617.00it/s]
     51%|█████     | 119777/234119.0 [00:45<00:43, 2615.84it/s]
     51%|█████▏    | 120047/234119.0 [00:45<00:43, 2638.38it/s]
     51%|█████▏    | 120319/234119.0 [00:45<00:42, 2660.84it/s]
     52%|█████▏    | 120587/234119.0 [00:45<00:42, 2665.92it/s]
     52%|█████▏    | 120856/234119.0 [00:45<00:42, 2672.69it/s]
     52%|█████▏    | 121125/234119.0 [00:45<00:42, 2676.16it/s]
     52%|█████▏    | 121396/234119.0 [00:45<00:41, 2684.03it/s]
     52%|█████▏    | 121666/234119.0 [00:46<00:41, 2687.10it/s]
     52%|█████▏    | 121935/234119.0 [00:46<00:43, 2558.12it/s]
     52%|█████▏    | 122200/234119.0 [00:46<00:43, 2583.62it/s]
     52%|█████▏    | 122468/234119.0 [00:46<00:42, 2609.93it/s]
     52%|█████▏    | 122736/234119.0 [00:46<00:42, 2630.50it/s]
     53%|█████▎    | 123009/234119.0 [00:46<00:41, 2657.48it/s]
     53%|█████▎    | 123283/234119.0 [00:46<00:41, 2681.47it/s]
     53%|█████▎    | 123556/234119.0 [00:46<00:41, 2694.12it/s]
     53%|█████▎    | 123828/234119.0 [00:46<00:40, 2699.70it/s]
     53%|█████▎    | 124100/234119.0 [00:46<00:40, 2704.09it/s]
     53%|█████▎    | 124373/234119.0 [00:47<00:40, 2709.20it/s]
     53%|█████▎    | 124645/234119.0 [00:47<00:42, 2582.18it/s]
     53%|█████▎    | 124918/234119.0 [00:47<00:41, 2622.33it/s]
     53%|█████▎    | 125185/234119.0 [00:47<00:41, 2634.11it/s]
     54%|█████▎    | 125456/234119.0 [00:47<00:40, 2656.15it/s]
     54%|█████▎    | 125728/234119.0 [00:47<00:40, 2673.47it/s]
     54%|█████▍    | 126000/234119.0 [00:47<00:40, 2685.38it/s]
     54%|█████▍    | 126269/234119.0 [00:47<00:40, 2674.01it/s]
     54%|█████▍    | 126540/234119.0 [00:47<00:40, 2683.92it/s]
     54%|█████▍    | 126811/234119.0 [00:48<00:39, 2690.84it/s]
     54%|█████▍    | 127084/234119.0 [00:48<00:39, 2700.23it/s]
     54%|█████▍    | 127355/234119.0 [00:48<00:41, 2581.65it/s]
     55%|█████▍    | 127627/234119.0 [00:48<00:40, 2619.47it/s]
     55%|█████▍    | 127899/234119.0 [00:48<00:40, 2647.65it/s]
     55%|█████▍    | 128171/234119.0 [00:48<00:39, 2666.32it/s]
     55%|█████▍    | 128443/234119.0 [00:48<00:39, 2680.67it/s]
     55%|█████▍    | 128717/234119.0 [00:48<00:39, 2695.72it/s]
     55%|█████▌    | 128991/234119.0 [00:48<00:38, 2707.31it/s]
     55%|█████▌    | 129262/234119.0 [00:48<00:38, 2705.81it/s]
     55%|█████▌    | 129534/234119.0 [00:49<00:38, 2709.51it/s]
     55%|█████▌    | 129806/234119.0 [00:49<00:38, 2709.08it/s]
     56%|█████▌    | 130077/234119.0 [00:49<00:40, 2576.14it/s]
     56%|█████▌    | 130347/234119.0 [00:49<00:39, 2611.65it/s]
     56%|█████▌    | 130616/234119.0 [00:49<00:39, 2632.76it/s]
     56%|█████▌    | 130881/234119.0 [00:49<00:39, 2636.82it/s]
     56%|█████▌    | 131153/234119.0 [00:49<00:38, 2659.18it/s]
     56%|█████▌    | 131426/234119.0 [00:49<00:38, 2680.11it/s]
     56%|█████▋    | 131700/234119.0 [00:49<00:37, 2696.57it/s]
     56%|█████▋    | 131973/234119.0 [00:49<00:37, 2705.43it/s]
     56%|█████▋    | 132246/234119.0 [00:50<00:37, 2712.32it/s]
     57%|█████▋    | 132519/234119.0 [00:50<00:37, 2714.81it/s]
     57%|█████▋    | 132791/234119.0 [00:50<00:39, 2593.00it/s]
     57%|█████▋    | 133063/234119.0 [00:50<00:38, 2627.89it/s]
     57%|█████▋    | 133334/234119.0 [00:50<00:38, 2649.97it/s]
     57%|█████▋    | 133603/234119.0 [00:50<00:37, 2660.89it/s]
     57%|█████▋    | 133874/234119.0 [00:50<00:37, 2674.92it/s]
     57%|█████▋    | 134145/234119.0 [00:50<00:37, 2682.74it/s]
     57%|█████▋    | 134417/234119.0 [00:50<00:37, 2692.16it/s]
     58%|█████▊    | 134687/234119.0 [00:50<00:37, 2684.65it/s]
     58%|█████▊    | 134958/234119.0 [00:51<00:36, 2690.83it/s]
     58%|█████▊    | 135228/234119.0 [00:51<00:36, 2678.82it/s]
     58%|█████▊    | 135496/234119.0 [00:51<00:38, 2554.84it/s]
     58%|█████▊    | 135760/234119.0 [00:51<00:38, 2577.89it/s]
     58%|█████▊    | 136034/234119.0 [00:51<00:37, 2623.42it/s]
     58%|█████▊    | 136306/234119.0 [00:51<00:36, 2649.76it/s]
     58%|█████▊    | 136572/234119.0 [00:51<00:36, 2639.30it/s]
     58%|█████▊    | 136844/234119.0 [00:51<00:36, 2661.49it/s]
     59%|█████▊    | 137118/234119.0 [00:51<00:36, 2682.81it/s]
     59%|█████▊    | 137390/234119.0 [00:51<00:35, 2692.35it/s]
     59%|█████▉    | 137663/234119.0 [00:52<00:35, 2702.72it/s]
     59%|█████▉    | 137934/234119.0 [00:52<00:35, 2704.69it/s]
     59%|█████▉    | 138205/234119.0 [00:52<00:37, 2573.35it/s]
     59%|█████▉    | 138474/234119.0 [00:52<00:36, 2605.92it/s]
     59%|█████▉    | 138746/234119.0 [00:52<00:36, 2639.23it/s]
     59%|█████▉    | 139016/234119.0 [00:52<00:35, 2656.50it/s]
     59%|█████▉    | 139283/234119.0 [00:52<00:35, 2660.09it/s]
     60%|█████▉    | 139550/234119.0 [00:52<00:35, 2654.88it/s]
     60%|█████▉    | 139820/234119.0 [00:52<00:35, 2666.94it/s]
     60%|█████▉    | 140091/234119.0 [00:53<00:35, 2676.93it/s]
     60%|█████▉    | 140366/234119.0 [00:53<00:34, 2698.70it/s]
     60%|██████    | 140639/234119.0 [00:53<00:34, 2706.91it/s]
     60%|██████    | 140910/234119.0 [00:53<00:36, 2578.28it/s]
     60%|██████    | 141181/234119.0 [00:53<00:35, 2614.40it/s]
     60%|██████    | 141454/234119.0 [00:53<00:35, 2645.68it/s]
     61%|██████    | 141728/234119.0 [00:53<00:34, 2673.16it/s]
     61%|██████    | 142000/234119.0 [00:53<00:34, 2684.69it/s]
     61%|██████    | 142273/234119.0 [00:53<00:34, 2696.71it/s]
     61%|██████    | 142545/234119.0 [00:53<00:33, 2703.18it/s]
     61%|██████    | 142817/234119.0 [00:54<00:33, 2706.05it/s]
     61%|██████    | 143089/234119.0 [00:54<00:33, 2709.96it/s]
     61%|██████    | 143361/234119.0 [00:54<00:33, 2710.48it/s]
     61%|██████▏   | 143633/234119.0 [00:54<00:35, 2581.48it/s]
     61%|██████▏   | 143899/234119.0 [00:54<00:34, 2603.78it/s]
     62%|██████▏   | 144163/234119.0 [00:54<00:34, 2613.75it/s]
     62%|██████▏   | 144437/234119.0 [00:54<00:33, 2650.83it/s]
     62%|██████▏   | 144711/234119.0 [00:54<00:33, 2677.14it/s]
     62%|██████▏   | 144982/234119.0 [00:54<00:33, 2686.08it/s]
     62%|██████▏   | 145252/234119.0 [00:54<00:33, 2688.25it/s]
     62%|██████▏   | 145524/234119.0 [00:55<00:32, 2696.15it/s]
     62%|██████▏   | 145797/234119.0 [00:55<00:32, 2704.84it/s]
     62%|██████▏   | 146070/234119.0 [00:55<00:32, 2712.21it/s]
     63%|██████▎   | 146342/234119.0 [00:55<00:34, 2572.65it/s]
     63%|██████▎   | 146611/234119.0 [00:55<00:33, 2605.51it/s]
     63%|██████▎   | 146881/234119.0 [00:55<00:33, 2631.50it/s]
     63%|██████▎   | 147153/234119.0 [00:55<00:32, 2654.18it/s]
     63%|██████▎   | 147424/234119.0 [00:55<00:32, 2667.97it/s]
     63%|██████▎   | 147695/234119.0 [00:55<00:32, 2678.24it/s]
     63%|██████▎   | 147966/234119.0 [00:55<00:32, 2685.49it/s]
     63%|██████▎   | 148235/234119.0 [00:56<00:31, 2684.42it/s]
     63%|██████▎   | 148504/234119.0 [00:56<00:32, 2669.85it/s]
     64%|██████▎   | 148778/234119.0 [00:56<00:31, 2689.82it/s]
     64%|██████▎   | 149048/234119.0 [00:56<00:33, 2567.42it/s]
     64%|██████▍   | 149321/234119.0 [00:56<00:32, 2611.62it/s]
     64%|██████▍   | 149592/234119.0 [00:56<00:32, 2638.51it/s]
     64%|██████▍   | 149864/234119.0 [00:56<00:31, 2659.81it/s]
     64%|██████▍   | 150136/234119.0 [00:56<00:31, 2676.70it/s]
     64%|██████▍   | 150405/234119.0 [00:56<00:31, 2679.39it/s]
     64%|██████▍   | 150676/234119.0 [00:56<00:31, 2687.38it/s]
     64%|██████▍   | 150947/234119.0 [00:57<00:30, 2692.37it/s]
     65%|██████▍   | 151220/234119.0 [00:57<00:30, 2700.77it/s]
     65%|██████▍   | 151491/234119.0 [00:57<00:30, 2701.39it/s]
     65%|██████▍   | 151762/234119.0 [00:57<00:32, 2534.31it/s]
     65%|██████▍   | 152029/234119.0 [00:57<00:31, 2570.46it/s]
     65%|██████▌   | 152300/234119.0 [00:57<00:31, 2610.76it/s]
     65%|██████▌   | 152571/234119.0 [00:57<00:30, 2638.34it/s]
     65%|██████▌   | 152836/234119.0 [00:57<00:30, 2637.41it/s]
     65%|██████▌   | 153108/234119.0 [00:57<00:30, 2660.12it/s]
     66%|██████▌   | 153383/234119.0 [00:58<00:30, 2684.39it/s]
     66%|██████▌   | 153655/234119.0 [00:58<00:29, 2694.21it/s]
     66%|██████▌   | 153926/234119.0 [00:58<00:29, 2697.09it/s]
     66%|██████▌   | 154197/234119.0 [00:58<00:29, 2698.38it/s]
     66%|██████▌   | 154467/234119.0 [00:58<00:31, 2564.09it/s]
     66%|██████▌   | 154739/234119.0 [00:58<00:30, 2606.92it/s]
     66%|██████▌   | 155010/234119.0 [00:58<00:30, 2636.35it/s]
     66%|██████▋   | 155281/234119.0 [00:58<00:29, 2657.36it/s]
     66%|██████▋   | 155555/234119.0 [00:58<00:29, 2679.03it/s]
     67%|██████▋   | 155824/234119.0 [00:58<00:29, 2678.48it/s]
     67%|██████▋   | 156094/234119.0 [00:59<00:29, 2684.47it/s]
     67%|██████▋   | 156364/234119.0 [00:59<00:28, 2688.17it/s]
     67%|██████▋   | 156634/234119.0 [00:59<00:28, 2690.22it/s]
     67%|██████▋   | 156906/234119.0 [00:59<00:28, 2697.53it/s]
     67%|██████▋   | 157176/234119.0 [00:59<00:30, 2538.26it/s]
     67%|██████▋   | 157445/234119.0 [00:59<00:29, 2580.07it/s]
     67%|██████▋   | 157717/234119.0 [00:59<00:29, 2618.73it/s]
     67%|██████▋   | 157990/234119.0 [00:59<00:28, 2649.65it/s]
     68%|██████▊   | 158262/234119.0 [00:59<00:28, 2669.53it/s]
     68%|██████▊   | 158532/234119.0 [00:59<00:28, 2677.91it/s]
     68%|██████▊   | 158801/234119.0 [01:00<00:28, 2680.89it/s]
     68%|██████▊   | 159074/234119.0 [01:00<00:27, 2695.02it/s]
     68%|██████▊   | 159347/234119.0 [01:00<00:27, 2703.10it/s]
     68%|██████▊   | 159619/234119.0 [01:00<00:27, 2707.59it/s]
     68%|██████▊   | 159890/234119.0 [01:00<00:28, 2585.66it/s]
     68%|██████▊   | 160161/234119.0 [01:00<00:28, 2619.34it/s]
     69%|██████▊   | 160431/234119.0 [01:00<00:27, 2642.94it/s]
     69%|██████▊   | 160702/234119.0 [01:00<00:27, 2660.71it/s]
     69%|██████▉   | 160974/234119.0 [01:00<00:27, 2676.13it/s]
     69%|██████▉   | 161247/234119.0 [01:00<00:27, 2689.51it/s]
     69%|██████▉   | 161517/234119.0 [01:01<00:27, 2687.51it/s]
     69%|██████▉   | 161786/234119.0 [01:01<00:27, 2674.06it/s]
     69%|██████▉   | 162059/234119.0 [01:01<00:26, 2687.98it/s]
     69%|██████▉   | 162333/234119.0 [01:01<00:26, 2700.89it/s]
     69%|██████▉   | 162604/234119.0 [01:01<00:28, 2534.39it/s]
     70%|██████▉   | 162874/234119.0 [01:01<00:27, 2579.44it/s]
     70%|██████▉   | 163135/234119.0 [01:01<00:27, 2585.70it/s]
     70%|██████▉   | 163408/234119.0 [01:01<00:26, 2625.56it/s]
     70%|██████▉   | 163679/234119.0 [01:01<00:26, 2649.26it/s]
     70%|███████   | 163950/234119.0 [01:01<00:26, 2667.17it/s]
     70%|███████   | 164222/234119.0 [01:02<00:26, 2682.14it/s]
     70%|███████   | 164495/234119.0 [01:02<00:25, 2696.34it/s]
     70%|███████   | 164769/234119.0 [01:02<00:25, 2707.76it/s]
     70%|███████   | 165040/234119.0 [01:02<00:25, 2701.94it/s]
     71%|███████   | 165311/234119.0 [01:02<00:26, 2571.01it/s]
     71%|███████   | 165583/234119.0 [01:02<00:26, 2613.63it/s]
     71%|███████   | 165853/234119.0 [01:02<00:25, 2638.46it/s]
     71%|███████   | 166118/234119.0 [01:02<00:25, 2638.93it/s]
     71%|███████   | 166391/234119.0 [01:02<00:25, 2664.03it/s]
     71%|███████   | 166665/234119.0 [01:03<00:25, 2685.05it/s]
     71%|███████▏  | 166937/234119.0 [01:03<00:24, 2693.37it/s]
     71%|███████▏  | 167208/234119.0 [01:03<00:24, 2697.13it/s]
     72%|███████▏  | 167480/234119.0 [01:03<00:24, 2702.90it/s]
     72%|███████▏  | 167751/234119.0 [01:03<00:24, 2704.61it/s]
     72%|███████▏  | 168022/234119.0 [01:03<00:25, 2563.85it/s]
     72%|███████▏  | 168295/234119.0 [01:03<00:25, 2609.21it/s]
     72%|███████▏  | 168568/234119.0 [01:03<00:24, 2642.40it/s]
     72%|███████▏  | 168842/234119.0 [01:03<00:24, 2670.07it/s]
     72%|███████▏  | 169115/234119.0 [01:03<00:24, 2684.91it/s]
     72%|███████▏  | 169386/234119.0 [01:04<00:24, 2690.22it/s]
     72%|███████▏  | 169658/234119.0 [01:04<00:23, 2698.63it/s]
     73%|███████▎  | 169930/234119.0 [01:04<00:23, 2704.91it/s]
     73%|███████▎  | 170201/234119.0 [01:04<00:23, 2688.83it/s]
     73%|███████▎  | 170471/234119.0 [01:04<00:23, 2690.87it/s]
     73%|███████▎  | 170741/234119.0 [01:04<00:24, 2567.10it/s]
     73%|███████▎  | 171014/234119.0 [01:04<00:24, 2612.40it/s]
     73%|███████▎  | 171284/234119.0 [01:04<00:23, 2637.92it/s]
     73%|███████▎  | 171556/234119.0 [01:04<00:23, 2661.01it/s]
     73%|███████▎  | 171827/234119.0 [01:04<00:23, 2674.60it/s]
     74%|███████▎  | 172101/234119.0 [01:05<00:23, 2693.38it/s]
     74%|███████▎  | 172375/234119.0 [01:05<00:22, 2705.10it/s]
     74%|███████▎  | 172650/234119.0 [01:05<00:22, 2715.76it/s]
     74%|███████▍  | 172922/234119.0 [01:05<00:22, 2715.07it/s]
     74%|███████▍  | 173194/234119.0 [01:05<00:22, 2710.78it/s]
     74%|███████▍  | 173466/234119.0 [01:05<00:23, 2578.30it/s]
     74%|███████▍  | 173738/234119.0 [01:05<00:23, 2617.93it/s]
     74%|███████▍  | 174011/234119.0 [01:05<00:22, 2647.98it/s]
     74%|███████▍  | 174282/234119.0 [01:05<00:22, 2666.04it/s]
     75%|███████▍  | 174550/234119.0 [01:05<00:22, 2660.33it/s]
     75%|███████▍  | 174821/234119.0 [01:06<00:22, 2673.11it/s]
     75%|███████▍  | 175094/234119.0 [01:06<00:21, 2687.20it/s]
     75%|███████▍  | 175364/234119.0 [01:06<00:21, 2690.78it/s]
     75%|███████▌  | 175635/234119.0 [01:06<00:21, 2694.90it/s]
     75%|███████▌  | 175905/234119.0 [01:06<00:21, 2694.08it/s]
     75%|███████▌  | 176175/234119.0 [01:06<00:37, 1536.94it/s]
     75%|███████▌  | 176424/234119.0 [01:06<00:33, 1722.41it/s]
     75%|███████▌  | 176671/234119.0 [01:07<00:30, 1885.19it/s]
     76%|███████▌  | 176918/234119.0 [01:07<00:28, 2023.15it/s]
     76%|███████▌  | 177165/234119.0 [01:07<00:26, 2134.11it/s]
     76%|███████▌  | 177413/234119.0 [01:07<00:25, 2223.96it/s]
     76%|███████▌  | 177654/234119.0 [01:07<00:24, 2271.20it/s]
     76%|███████▌  | 177895/234119.0 [01:07<00:25, 2213.92it/s]
     76%|███████▌  | 178142/234119.0 [01:07<00:24, 2283.51it/s]
     76%|███████▌  | 178388/234119.0 [01:07<00:23, 2331.66it/s]
     76%|███████▋  | 178627/234119.0 [01:07<00:23, 2346.41it/s]
     76%|███████▋  | 178871/234119.0 [01:07<00:23, 2373.37it/s]
     77%|███████▋  | 179118/234119.0 [01:08<00:22, 2399.67it/s]
     77%|███████▋  | 179363/234119.0 [01:08<00:22, 2413.40it/s]
     77%|███████▋  | 179610/234119.0 [01:08<00:22, 2427.49it/s]
     77%|███████▋  | 179856/234119.0 [01:08<00:22, 2435.31it/s]
     77%|███████▋  | 180101/234119.0 [01:08<00:22, 2435.13it/s]
     77%|███████▋  | 180345/234119.0 [01:08<00:23, 2322.91it/s]
     77%|███████▋  | 180592/234119.0 [01:08<00:22, 2365.03it/s]
     77%|███████▋  | 180839/234119.0 [01:08<00:22, 2394.45it/s]
     77%|███████▋  | 181084/234119.0 [01:08<00:22, 2408.76it/s]
     77%|███████▋  | 181330/234119.0 [01:08<00:21, 2421.20it/s]
     78%|███████▊  | 181577/234119.0 [01:09<00:21, 2433.17it/s]
     78%|███████▊  | 181822/234119.0 [01:09<00:21, 2438.00it/s]
     78%|███████▊  | 182069/234119.0 [01:09<00:21, 2446.26it/s]
     78%|███████▊  | 182314/234119.0 [01:09<00:21, 2446.56it/s]
     78%|███████▊  | 182559/234119.0 [01:09<00:21, 2413.40it/s]
     78%|███████▊  | 182801/234119.0 [01:09<00:22, 2285.80it/s]
     78%|███████▊  | 183047/234119.0 [01:09<00:21, 2333.16it/s]
     78%|███████▊  | 183292/234119.0 [01:09<00:21, 2366.47it/s]
     78%|███████▊  | 183538/234119.0 [01:09<00:21, 2392.51it/s]
     79%|███████▊  | 183784/234119.0 [01:09<00:20, 2411.59it/s]
     79%|███████▊  | 184031/234119.0 [01:10<00:20, 2427.16it/s]
     79%|███████▊  | 184275/234119.0 [01:10<00:20, 2429.33it/s]
     79%|███████▉  | 184522/234119.0 [01:10<00:20, 2441.24it/s]
     79%|███████▉  | 184767/234119.0 [01:10<00:20, 2439.89it/s]
     79%|███████▉  | 185012/234119.0 [01:10<00:20, 2441.89it/s]
     79%|███████▉  | 185257/234119.0 [01:10<00:20, 2334.90it/s]
     79%|███████▉  | 185505/234119.0 [01:10<00:20, 2374.75it/s]
     79%|███████▉  | 185752/234119.0 [01:10<00:20, 2399.88it/s]
     79%|███████▉  | 185998/234119.0 [01:10<00:19, 2415.14it/s]
     80%|███████▉  | 186244/234119.0 [01:11<00:19, 2428.39it/s]
     80%|███████▉  | 186490/234119.0 [01:11<00:19, 2436.47it/s]
     80%|███████▉  | 186734/234119.0 [01:11<00:19, 2419.04it/s]
     80%|███████▉  | 186980/234119.0 [01:11<00:19, 2428.77it/s]
     80%|███████▉  | 187225/234119.0 [01:11<00:19, 2434.17it/s]
     80%|████████  | 187471/234119.0 [01:11<00:19, 2440.30it/s]
     80%|████████  | 187716/234119.0 [01:11<00:19, 2327.08it/s]
     80%|████████  | 187954/234119.0 [01:11<00:19, 2340.40it/s]
     80%|████████  | 188201/234119.0 [01:11<00:19, 2377.01it/s]
     80%|████████  | 188448/234119.0 [01:11<00:19, 2402.85it/s]
     81%|████████  | 188695/234119.0 [01:12<00:18, 2421.28it/s]
     81%|████████  | 188942/234119.0 [01:12<00:18, 2435.67it/s]
     81%|████████  | 189188/234119.0 [01:12<00:18, 2442.82it/s]
     81%|████████  | 189436/234119.0 [01:12<00:18, 2452.19it/s]
     81%|████████  | 189682/234119.0 [01:12<00:18, 2449.91it/s]
     81%|████████  | 189928/234119.0 [01:12<00:18, 2452.62it/s]
     81%|████████  | 190174/234119.0 [01:12<00:18, 2338.69it/s]
     81%|████████▏ | 190420/234119.0 [01:12<00:18, 2372.65it/s]
     81%|████████▏ | 190659/234119.0 [01:12<00:18, 2374.50it/s]
     82%|████████▏ | 190903/234119.0 [01:12<00:18, 2391.60it/s]
     82%|████████▏ | 191147/234119.0 [01:13<00:17, 2405.90it/s]
     82%|████████▏ | 191393/234119.0 [01:13<00:17, 2420.28it/s]
     82%|████████▏ | 191639/234119.0 [01:13<00:17, 2431.08it/s]
     82%|████████▏ | 191885/234119.0 [01:13<00:17, 2436.83it/s]
     82%|████████▏ | 192130/234119.0 [01:13<00:17, 2439.70it/s]
     82%|████████▏ | 192376/234119.0 [01:13<00:17, 2442.92it/s]
     82%|████████▏ | 192621/234119.0 [01:13<00:17, 2326.64it/s]
     82%|████████▏ | 192869/234119.0 [01:13<00:17, 2369.29it/s]
     82%|████████▏ | 193117/234119.0 [01:13<00:17, 2400.76it/s]
     83%|████████▎ | 193364/234119.0 [01:13<00:16, 2419.27it/s]
     83%|████████▎ | 193611/234119.0 [01:14<00:16, 2432.14it/s]
     83%|████████▎ | 193859/234119.0 [01:14<00:16, 2443.40it/s]
     83%|████████▎ | 194104/234119.0 [01:14<00:16, 2444.90it/s]
     83%|████████▎ | 194349/234119.0 [01:14<00:16, 2445.83it/s]
     83%|████████▎ | 194594/234119.0 [01:14<00:16, 2424.02it/s]
     83%|████████▎ | 194837/234119.0 [01:14<00:16, 2425.72it/s]
     83%|████████▎ | 195080/234119.0 [01:14<00:16, 2320.98it/s]
     83%|████████▎ | 195314/234119.0 [01:14<00:18, 2042.92it/s]
     84%|████████▎ | 195525/234119.0 [01:14<00:19, 2001.29it/s]
     84%|████████▎ | 195770/234119.0 [01:15<00:18, 2122.07it/s]
     84%|████████▎ | 196018/234119.0 [01:15<00:17, 2220.52it/s]
     84%|████████▍ | 196264/234119.0 [01:15<00:16, 2287.55it/s]
     84%|████████▍ | 196511/234119.0 [01:15<00:16, 2338.95it/s]
     84%|████████▍ | 196758/234119.0 [01:15<00:15, 2375.72it/s]
     84%|████████▍ | 197001/234119.0 [01:15<00:15, 2391.40it/s]
     84%|████████▍ | 197247/234119.0 [01:15<00:16, 2299.66it/s]
     84%|████████▍ | 197497/234119.0 [01:15<00:15, 2355.78it/s]
     84%|████████▍ | 197744/234119.0 [01:15<00:15, 2388.17it/s]
     85%|████████▍ | 197991/234119.0 [01:15<00:14, 2411.14it/s]
     85%|████████▍ | 198233/234119.0 [01:16<00:14, 2405.45it/s]
     85%|████████▍ | 198478/234119.0 [01:16<00:14, 2416.35it/s]
     85%|████████▍ | 198725/234119.0 [01:16<00:14, 2431.95it/s]
     85%|████████▍ | 198971/234119.0 [01:16<00:14, 2439.73it/s]
     85%|████████▌ | 199217/234119.0 [01:16<00:14, 2444.25it/s]
     85%|████████▌ | 199463/234119.0 [01:16<00:14, 2448.07it/s]
     85%|████████▌ | 199711/234119.0 [01:16<00:14, 2455.48it/s]
     85%|████████▌ | 199957/234119.0 [01:16<00:14, 2346.70it/s]
     86%|████████▌ | 200203/234119.0 [01:16<00:14, 2379.08it/s]
     86%|████████▌ | 200452/234119.0 [01:16<00:13, 2411.16it/s]
     86%|████████▌ | 200700/234119.0 [01:17<00:13, 2430.84it/s]
     86%|████████▌ | 200948/234119.0 [01:17<00:13, 2442.35it/s]
     86%|████████▌ | 201196/234119.0 [01:17<00:13, 2452.06it/s]
     86%|████████▌ | 201442/234119.0 [01:17<00:13, 2450.56it/s]
     86%|████████▌ | 201689/234119.0 [01:17<00:13, 2453.46it/s]
     86%|████████▋ | 201935/234119.0 [01:17<00:13, 2437.28it/s]
     86%|████████▋ | 202182/234119.0 [01:17<00:13, 2366.34it/s]
     86%|████████▋ | 202420/234119.0 [01:17<00:13, 2357.04it/s]
     87%|████████▋ | 202666/234119.0 [01:17<00:13, 2387.11it/s]
     87%|████████▋ | 202915/234119.0 [01:18<00:12, 2416.05it/s]
     87%|████████▋ | 203163/234119.0 [01:18<00:12, 2433.09it/s]
     87%|████████▋ | 203411/234119.0 [01:18<00:12, 2445.49it/s]
     87%|████████▋ | 203658/234119.0 [01:18<00:12, 2451.10it/s]
     87%|████████▋ | 203904/234119.0 [01:18<00:12, 2452.10it/s]
     87%|████████▋ | 204153/234119.0 [01:18<00:12, 2462.84it/s]
     87%|████████▋ | 204400/234119.0 [01:18<00:12, 2463.03it/s]
     87%|████████▋ | 204649/234119.0 [01:18<00:11, 2467.39it/s]
     88%|████████▊ | 204896/234119.0 [01:18<00:12, 2354.79it/s]
     88%|████████▊ | 205138/234119.0 [01:18<00:12, 2373.44it/s]
     88%|████████▊ | 205378/234119.0 [01:19<00:12, 2378.65it/s]
     88%|████████▊ | 205624/234119.0 [01:19<00:11, 2401.10it/s]
     88%|████████▊ | 205868/234119.0 [01:19<00:11, 2411.75it/s]
     88%|████████▊ | 206114/234119.0 [01:19<00:11, 2424.94it/s]
     88%|████████▊ | 206358/234119.0 [01:19<00:11, 2429.22it/s]
     88%|████████▊ | 206604/234119.0 [01:19<00:11, 2435.98it/s]
     88%|████████▊ | 206851/234119.0 [01:19<00:11, 2444.84it/s]
     88%|████████▊ | 207099/234119.0 [01:19<00:11, 2453.71it/s]
     89%|████████▊ | 207345/234119.0 [01:19<00:11, 2346.62it/s]
     89%|████████▊ | 207590/234119.0 [01:19<00:11, 2376.50it/s]
     89%|████████▉ | 207838/234119.0 [01:20<00:10, 2404.76it/s]
     89%|████████▉ | 208085/234119.0 [01:20<00:10, 2423.60it/s]
     89%|████████▉ | 208332/234119.0 [01:20<00:10, 2436.39it/s]
     89%|████████▉ | 208578/234119.0 [01:20<00:10, 2443.18it/s]
     89%|████████▉ | 208823/234119.0 [01:20<00:10, 2420.05it/s]
     89%|████████▉ | 209068/234119.0 [01:20<00:10, 2426.86it/s]
     89%|████████▉ | 209313/234119.0 [01:20<00:10, 2433.11it/s]
     90%|████████▉ | 209561/234119.0 [01:20<00:10, 2446.82it/s]
     90%|████████▉ | 209806/234119.0 [01:20<00:10, 2339.37it/s]
     90%|████████▉ | 210051/234119.0 [01:20<00:10, 2369.14it/s]
     90%|████████▉ | 210298/234119.0 [01:21<00:09, 2398.38it/s]
     90%|████████▉ | 210546/234119.0 [01:21<00:09, 2419.60it/s]
     90%|█████████ | 210793/234119.0 [01:21<00:09, 2431.84it/s]
     90%|█████████ | 211039/234119.0 [01:21<00:09, 2440.06it/s]
     90%|█████████ | 211285/234119.0 [01:21<00:09, 2444.21it/s]
     90%|█████████ | 211532/234119.0 [01:21<00:09, 2449.67it/s]
     90%|█████████ | 211778/234119.0 [01:21<00:09, 2436.76it/s]
     91%|█████████ | 212022/234119.0 [01:21<00:09, 2280.39it/s]
     91%|█████████ | 212267/234119.0 [01:21<00:09, 2326.84it/s]
     91%|█████████ | 212513/234119.0 [01:21<00:09, 2363.30it/s]
     91%|█████████ | 212760/234119.0 [01:22<00:08, 2393.22it/s]
     91%|█████████ | 213001/234119.0 [01:22<00:08, 2394.73it/s]
     91%|█████████ | 213247/234119.0 [01:22<00:08, 2411.07it/s]
     91%|█████████ | 213492/234119.0 [01:22<00:08, 2421.85it/s]
     91%|█████████▏| 213738/234119.0 [01:22<00:08, 2433.20it/s]
     91%|█████████▏| 213985/234119.0 [01:22<00:08, 2441.35it/s]
     92%|█████████▏| 214232/234119.0 [01:22<00:08, 2449.43it/s]
     92%|█████████▏| 214478/234119.0 [01:22<00:08, 2330.11it/s]
     92%|█████████▏| 214722/234119.0 [01:22<00:08, 2359.51it/s]
     92%|█████████▏| 214961/234119.0 [01:23<00:08, 2366.25it/s]
     92%|█████████▏| 215206/234119.0 [01:23<00:07, 2389.49it/s]
     92%|█████████▏| 215452/234119.0 [01:23<00:07, 2409.02it/s]
     92%|█████████▏| 215698/234119.0 [01:23<00:07, 2422.02it/s]
     92%|█████████▏| 215942/234119.0 [01:23<00:07, 2426.26it/s]
     92%|█████████▏| 216191/234119.0 [01:23<00:07, 2442.87it/s]
     92%|█████████▏| 216436/234119.0 [01:23<00:07, 2441.42it/s]
     93%|█████████▎| 216683/234119.0 [01:23<00:07, 2449.31it/s]
     93%|█████████▎| 216929/234119.0 [01:23<00:07, 2339.00it/s]
     93%|█████████▎| 217172/234119.0 [01:23<00:07, 2364.53it/s]
     93%|█████████▎| 217418/234119.0 [01:24<00:06, 2390.39it/s]
     93%|█████████▎| 217664/234119.0 [01:24<00:06, 2409.65it/s]
     93%|█████████▎| 217906/234119.0 [01:24<00:06, 2395.82it/s]
     93%|█████████▎| 218149/234119.0 [01:24<00:06, 2403.70it/s]
     93%|█████████▎| 218393/234119.0 [01:24<00:06, 2413.00it/s]
     93%|█████████▎| 218640/234119.0 [01:24<00:06, 2429.80it/s]
     93%|█████████▎| 218886/234119.0 [01:24<00:06, 2438.74it/s]
     94%|█████████▎| 219135/234119.0 [01:24<00:06, 2451.35it/s]
     94%|█████████▎| 219381/234119.0 [01:24<00:06, 2346.49it/s]
     94%|█████████▍| 219627/234119.0 [01:24<00:06, 2377.74it/s]
     94%|█████████▍| 219875/234119.0 [01:25<00:05, 2405.08it/s]
     94%|█████████▍| 220123/234119.0 [01:25<00:05, 2425.50it/s]
     94%|█████████▍| 220367/234119.0 [01:25<00:05, 2337.16it/s]
     94%|█████████▍| 220604/234119.0 [01:25<00:05, 2346.46it/s]
     94%|█████████▍| 220850/234119.0 [01:25<00:05, 2376.98it/s]
     94%|█████████▍| 221097/234119.0 [01:25<00:05, 2403.52it/s]
     95%|█████████▍| 221344/234119.0 [01:25<00:05, 2421.27it/s]
     95%|█████████▍| 221593/234119.0 [01:25<00:05, 2439.15it/s]
     95%|█████████▍| 221838/234119.0 [01:25<00:05, 2323.57it/s]
     95%|█████████▍| 222085/234119.0 [01:25<00:05, 2363.28it/s]
     95%|█████████▍| 222332/234119.0 [01:26<00:04, 2392.47it/s]
     95%|█████████▌| 222574/234119.0 [01:26<00:04, 2400.00it/s]
     95%|█████████▌| 222816/234119.0 [01:26<00:04, 2405.35it/s]
     95%|█████████▌| 223057/234119.0 [01:26<00:04, 2390.78it/s]
     95%|█████████▌| 223302/234119.0 [01:26<00:04, 2408.30it/s]
     95%|█████████▌| 223548/234119.0 [01:26<00:04, 2423.61it/s]
     96%|█████████▌| 223795/234119.0 [01:26<00:04, 2435.30it/s]
     96%|█████████▌| 224041/234119.0 [01:26<00:04, 2441.70it/s]
     96%|█████████▌| 224286/234119.0 [01:26<00:04, 2331.28it/s]
     96%|█████████▌| 224532/234119.0 [01:26<00:04, 2368.43it/s]
     96%|█████████▌| 224778/234119.0 [01:27<00:03, 2394.80it/s]
     96%|█████████▌| 225025/234119.0 [01:27<00:03, 2414.16it/s]
     96%|█████████▌| 225267/234119.0 [01:27<00:03, 2397.26it/s]
     96%|█████████▋| 225510/234119.0 [01:27<00:03, 2406.74it/s]
     96%|█████████▋| 225758/234119.0 [01:27<00:03, 2427.83it/s]
     97%|█████████▋| 226005/234119.0 [01:27<00:03, 2437.87it/s]
     97%|█████████▋| 226250/234119.0 [01:27<00:03, 2440.74it/s]
     97%|█████████▋| 226497/234119.0 [01:27<00:03, 2449.14it/s]
     97%|█████████▋| 226742/234119.0 [01:27<00:03, 2329.07it/s]
     97%|█████████▋| 226986/234119.0 [01:28<00:03, 2359.82it/s]
     97%|█████████▋| 227223/234119.0 [01:28<00:02, 2353.46it/s]
     97%|█████████▋| 227461/234119.0 [01:28<00:02, 2358.94it/s]
     97%|█████████▋| 227706/234119.0 [01:28<00:02, 2385.72it/s]
     97%|█████████▋| 227950/234119.0 [01:28<00:02, 2401.50it/s]
     97%|█████████▋| 228196/234119.0 [01:28<00:02, 2416.20it/s]
     98%|█████████▊| 228443/234119.0 [01:28<00:02, 2431.94it/s]
     98%|█████████▊| 228687/234119.0 [01:28<00:02, 2408.56it/s]
     98%|█████████▊| 228934/234119.0 [01:28<00:02, 2426.78it/s]
     98%|█████████▊| 229177/234119.0 [01:28<00:02, 2307.74it/s]
     98%|█████████▊| 229423/234119.0 [01:29<00:01, 2349.03it/s]
     98%|█████████▊| 229670/234119.0 [01:29<00:01, 2381.52it/s]
     98%|█████████▊| 229917/234119.0 [01:29<00:01, 2407.26it/s]
     98%|█████████▊| 230159/234119.0 [01:29<00:01, 2386.92it/s]
     98%|█████████▊| 230402/234119.0 [01:29<00:01, 2398.25it/s]
     99%|█████████▊| 230649/234119.0 [01:29<00:01, 2416.70it/s]
     99%|█████████▊| 230895/234119.0 [01:29<00:01, 2429.14it/s]
     99%|█████████▊| 231142/234119.0 [01:29<00:01, 2438.97it/s]
     99%|█████████▉| 231387/234119.0 [01:29<00:01, 2414.09it/s]
     99%|█████████▉| 231629/234119.0 [01:29<00:01, 2312.14it/s]
     99%|█████████▉| 231873/234119.0 [01:30<00:00, 2346.55it/s]
     99%|█████████▉| 232118/234119.0 [01:30<00:00, 2376.35it/s]
     99%|█████████▉| 232364/234119.0 [01:30<00:00, 2399.69it/s]
     99%|█████████▉| 232605/234119.0 [01:30<00:00, 2379.24it/s]
     99%|█████████▉| 232848/234119.0 [01:30<00:00, 2393.22it/s]
    100%|█████████▉| 233092/234119.0 [01:30<00:00, 2404.68it/s]
    100%|█████████▉| 233333/234119.0 [01:30<00:00, 2381.34it/s]
    100%|█████████▉| 233578/234119.0 [01:30<00:00, 2400.42it/s]
    100%|█████████▉| 233819/234119.0 [01:30<00:00, 2376.17it/s]
    100%|█████████▉| 234057/234119.0 [01:30<00:00, 2241.61it/s]
    100%|██████████| 234119/234119.0 [01:31<00:00, 2569.25it/s]

    0it [00:00, ?it/s]
    1it [00:00,  5.19it/s]
    7it [00:00, 25.70it/s]
    12it [00:00, 27.09it/s]
    20it [00:00, 41.75it/s]
    25it [00:00, 31.77it/s]
    29it [00:00, 30.44it/s]
    38it [00:01, 43.57it/s]
    45it [00:01, 44.98it/s]
    54it [00:01, 54.32it/s]
    70it [00:01, 80.46it/s]
    80it [00:01, 78.83it/s]
    97it [00:01, 101.14it/s]
    112it [00:01, 101.44it/s]
    123it [00:01, 91.01it/s] 
    134it [00:02, 93.93it/s]
    144it [00:02, 88.89it/s]
    162it [00:02, 111.48it/s]
    183it [00:02, 134.90it/s]
    199it [00:02, 141.60it/s]
    214it [00:02, 112.19it/s]
    229it [00:02, 120.35it/s]
    243it [00:02, 116.23it/s]
    256it [00:03, 105.90it/s]
    270it [00:03, 112.01it/s]
    282it [00:03, 103.56it/s]
    294it [00:03, 106.42it/s]
    306it [00:03, 98.65it/s] 
    317it [00:03, 101.05it/s]
    328it [00:03, 91.11it/s] 
    339it [00:03, 94.22it/s]
    349it [00:04, 90.09it/s]
    359it [00:04, 79.11it/s]
    368it [00:04, 60.40it/s]
    380it [00:04, 71.66it/s]
    396it [00:04, 91.04it/s]
    407it [00:04, 82.23it/s]
    417it [00:05, 76.64it/s]
    426it [00:05, 77.20it/s]
    440it [00:05, 89.35it/s]
    455it [00:05, 93.63it/s]
    465it [00:05, 94.02it/s]
    482it [00:05, 107.06it/s]
    493it [00:05, 83.66it/s] 
    503it [00:06, 73.77it/s]
    512it [00:06, 74.96it/s]
    523it [00:06, 81.23it/s]
    535it [00:06, 87.45it/s]
    545it [00:06, 87.06it/s]
    556it [00:06, 89.16it/s]
    566it [00:06, 85.11it/s]
    582it [00:06, 103.87it/s]
    593it [00:06, 93.42it/s] 
    603it [00:07, 76.41it/s]
    612it [00:07, 75.37it/s]
    625it [00:07, 86.80it/s]
    635it [00:07, 85.85it/s]
    652it [00:07, 106.96it/s]
    672it [00:07, 128.44it/s]
    686it [00:07, 96.95it/s] 
    698it [00:08, 88.45it/s]
    708it [00:08, 90.82it/s]
    722it [00:08, 98.98it/s]
    733it [00:08, 96.38it/s]
    747it [00:08, 106.14it/s]
    760it [00:08, 93.40it/s] 
    770it [00:08, 94.20it/s]
    780it [00:08, 95.54it/s]
    797it [00:09, 113.00it/s]
    809it [00:09, 107.12it/s]
    821it [00:09, 100.60it/s]
    832it [00:09, 102.71it/s]
    845it [00:09, 108.21it/s]
    857it [00:09, 105.30it/s]
    868it [00:09, 98.35it/s] 
    878it [00:10, 53.05it/s]
    890it [00:10, 57.92it/s]
    898it [00:10, 58.84it/s]
    906it [00:10, 55.78it/s]
    916it [00:10, 64.47it/s]
    930it [00:10, 81.07it/s]
    951it [00:10, 110.97it/s]
    964it [00:11, 82.24it/s] 
    975it [00:11, 73.33it/s]
    987it [00:11, 80.53it/s]
    1001it [00:11, 89.93it/s]
    1012it [00:11, 79.81it/s]
    1021it [00:11, 77.66it/s]
    1030it [00:12, 71.31it/s]
    1041it [00:12, 79.44it/s]
    1050it [00:12, 62.05it/s]
    1058it [00:12, 59.09it/s]
    1066it [00:12, 62.82it/s]
    1076it [00:12, 71.06it/s]
    1086it [00:12, 76.97it/s]
    1095it [00:13, 63.48it/s]
    1103it [00:13, 57.74it/s]
    1113it [00:13, 66.26it/s]
    1127it [00:13, 80.23it/s]
    1141it [00:13, 92.17it/s]
    1152it [00:13, 96.38it/s]
    1165it [00:13, 103.80it/s]
    1176it [00:14, 78.61it/s] 
    1188it [00:14, 86.46it/s]
    1206it [00:14, 108.38it/s]
    1223it [00:14, 123.33it/s]
    1237it [00:14, 81.65it/s] 
    1250it [00:14, 90.70it/s]
    1267it [00:14, 106.62it/s]
    1283it [00:15, 117.36it/s]
    1297it [00:15, 104.53it/s]
    1309it [00:15, 73.28it/s] 
    1321it [00:15, 80.54it/s]
    1331it [00:15, 80.74it/s]
    1350it [00:15, 101.30it/s]
    1362it [00:16, 93.08it/s] 
    1374it [00:16, 97.29it/s]
    1385it [00:16, 82.42it/s]
    1403it [00:16, 99.81it/s]
    1415it [00:16, 98.82it/s]
    1426it [00:16, 83.50it/s]
    1436it [00:17, 63.29it/s]
    1444it [00:17, 63.36it/s]
    1452it [00:17, 61.23it/s]
    1461it [00:17, 66.12it/s]
    1469it [00:17, 60.80it/s]
    1476it [00:17, 54.97it/s]
    1488it [00:17, 68.63it/s]
    1500it [00:17, 80.60it/s]
    1516it [00:18, 98.44it/s]
    1527it [00:18, 93.01it/s]
    1545it [00:18, 107.40it/s]
    1557it [00:18, 84.75it/s] 
    1575it [00:18, 103.14it/s]
    1588it [00:18, 102.47it/s]
    1600it [00:18, 99.58it/s] 
    1621it [00:18, 122.87it/s]
    1635it [00:19, 89.56it/s] 
    1651it [00:19, 102.92it/s]
    1667it [00:19, 112.53it/s]
    1683it [00:19, 122.84it/s]
    1698it [00:19, 126.86it/s]
    1712it [00:19, 108.63it/s]
    1725it [00:20, 100.55it/s]
    1736it [00:20, 93.56it/s] 
    1753it [00:20, 109.33it/s]
    1775it [00:20, 133.04it/s]
    1790it [00:20, 129.40it/s]
    1804it [00:20, 130.77it/s]
    1818it [00:20, 90.79it/s] 
    1832it [00:20, 98.91it/s]
    1851it [00:21, 117.99it/s]
    1870it [00:21, 131.13it/s]
    1886it [00:21, 135.02it/s]
    1901it [00:21, 118.92it/s]
    1925it [00:21, 146.85it/s]
    1946it [00:21, 138.54it/s]
    1961it [00:21, 107.72it/s]
    1976it [00:22, 108.47it/s]
    1988it [00:22, 106.34it/s]
    2002it [00:22, 113.48it/s]
    2015it [00:22, 90.21it/s] 
    2032it [00:22, 106.54it/s]
    2045it [00:22, 93.31it/s] 
    2059it [00:22, 103.33it/s]
    2071it [00:23, 94.29it/s] 
    2082it [00:23, 70.22it/s]
    2096it [00:23, 83.22it/s]
    2109it [00:23, 92.73it/s]
    2128it [00:23, 115.11it/s]
    2144it [00:23, 126.05it/s]
    2159it [00:24, 93.81it/s] 
    2175it [00:24, 105.50it/s]
    2190it [00:24, 114.83it/s]
    2209it [00:24, 130.47it/s]
    2226it [00:24, 129.45it/s]
    2240it [00:24, 126.16it/s]
    2254it [00:24, 106.22it/s]
    2273it [00:24, 124.68it/s]
    2296it [00:25, 145.83it/s]
    2312it [00:25, 129.16it/s]
    2326it [00:25, 122.85it/s]
    2339it [00:25, 113.22it/s]
    2360it [00:25, 133.53it/s]
    2379it [00:25, 145.58it/s]
    2398it [00:25, 155.49it/s]
    2415it [00:25, 148.98it/s]
    2431it [00:26, 97.42it/s] 
    2450it [00:26, 115.17it/s]
    2474it [00:26, 139.65it/s]
    2492it [00:26, 146.22it/s]
    2513it [00:26, 160.55it/s]
    2531it [00:26, 157.24it/s]
    2550it [00:26, 163.75it/s]
    2568it [00:27, 114.72it/s]
    2588it [00:27, 132.28it/s]
    2608it [00:27, 146.51it/s]
    2627it [00:27, 155.30it/s]
    2649it [00:27, 171.26it/s]
    2670it [00:27, 181.51it/s]
    2690it [00:27, 182.06it/s]
    2709it [00:27, 175.85it/s]
    2728it [00:28, 142.19it/s]
    2744it [00:28, 115.54it/s]
    2759it [00:28, 121.91it/s]
    2774it [00:28, 123.81it/s]
    2788it [00:28, 97.16it/s] 
    2800it [00:28, 96.80it/s]
    2814it [00:28, 105.43it/s]
    2826it [00:29, 106.78it/s]
    2838it [00:29, 75.49it/s] 
    2848it [00:29, 80.01it/s]
    2860it [00:29, 88.04it/s]
    2877it [00:29, 105.69it/s]
    2891it [00:29, 112.82it/s]
    2904it [00:29, 98.86it/s] 
    2915it [00:30, 99.97it/s]
    2926it [00:30, 90.47it/s]
    2939it [00:30, 99.64it/s]
    2954it [00:30, 111.78it/s]
    2971it [00:30, 125.46it/s]
    2988it [00:30, 137.57it/s]
    3008it [00:30, 133.66it/s]
    3022it [00:30, 112.14it/s]
    3039it [00:31, 125.31it/s]
    3064it [00:31, 153.88it/s]
    3081it [00:31, 157.44it/s]
    3101it [00:31, 168.88it/s]
    3122it [00:31, 178.69it/s]
    3141it [00:31, 169.65it/s]
    3159it [00:31, 139.13it/s]
    3175it [00:31, 141.79it/s]
    3191it [00:31, 142.42it/s]
    3214it [00:32, 165.06it/s]
    3232it [00:32, 165.24it/s]
    3250it [00:32, 157.75it/s]
    3267it [00:32, 154.22it/s]
    3283it [00:32, 153.44it/s]
    3299it [00:32, 116.96it/s]
    3320it [00:32, 134.98it/s]
    3342it [00:32, 154.73it/s]
    3363it [00:33, 165.22it/s]
    3381it [00:33, 153.32it/s]
    3398it [00:33, 130.13it/s]
    3413it [00:33, 111.09it/s]
    3430it [00:33, 122.80it/s]
    3451it [00:33, 142.47it/s]
    3470it [00:33, 151.93it/s]
    3493it [00:34, 170.52it/s]
    3512it [00:34, 171.29it/s]
    3530it [00:34, 161.38it/s]
    3547it [00:34, 113.60it/s]
    3571it [00:34, 138.77it/s]
    3595it [00:34, 159.93it/s]
    3619it [00:34, 176.03it/s]
    3641it [00:34, 185.32it/s]
    3664it [00:35, 195.06it/s]
    3685it [00:35, 182.96it/s]
    3705it [00:35, 171.77it/s]
    3723it [00:35, 112.88it/s]
    3738it [00:35, 117.68it/s]
    3754it [00:35, 126.64it/s]
    3769it [00:36, 92.34it/s] 
    3782it [00:36, 99.38it/s]
    3799it [00:36, 113.55it/s]
    3813it [00:36, 107.15it/s]
    3826it [00:36, 81.14it/s] 
    3845it [00:36, 100.99it/s]
    3862it [00:36, 114.25it/s]
    3876it [00:37, 116.90it/s]
    3890it [00:37, 100.29it/s]
    3902it [00:37, 86.28it/s] 
    3918it [00:37, 101.25it/s]
    3934it [00:37, 112.98it/s]
    3952it [00:37, 129.20it/s]
    3970it [00:37, 142.10it/s]
    3986it [00:37, 138.54it/s]
    4001it [00:38, 138.43it/s]
    4016it [00:38, 110.30it/s]
    4035it [00:38, 128.13it/s]
    4052it [00:38, 138.08it/s]
    4072it [00:38, 151.81it/s]
    4093it [00:38, 165.94it/s]
    4111it [00:38, 164.54it/s]
    4129it [00:38, 153.95it/s]
    4145it [00:39, 125.72it/s]
    4159it [00:39, 127.55it/s]
    4179it [00:39, 142.97it/s]
    4196it [00:39, 147.34it/s]
    4216it [00:39, 160.54it/s]
    4242it [00:39, 185.12it/s]
    4262it [00:39, 184.07it/s]
    4281it [00:39, 153.23it/s]
    4298it [00:40, 148.22it/s]
    4314it [00:40, 124.46it/s]
    4332it [00:40, 136.19it/s]
    4348it [00:40, 141.46it/s]
    4368it [00:40, 156.42it/s]
    4388it [00:40, 166.00it/s]
    4407it [00:40, 170.64it/s]
    4425it [00:40, 162.10it/s]
    4442it [00:41, 149.68it/s]
    4458it [00:41, 121.46it/s]
    4478it [00:41, 137.96it/s]
    4499it [00:41, 154.71it/s]
    4517it [00:41, 160.71it/s]
    4538it [00:41, 173.87it/s]
    4561it [00:41, 186.79it/s]
    4581it [00:41, 189.91it/s]
    4601it [00:42, 132.33it/s]
    4617it [00:42, 132.67it/s]
    4643it [00:42, 161.79it/s]
    4665it [00:42, 173.19it/s]
    4690it [00:42, 192.27it/s]
    4711it [00:42, 196.50it/s]
    4732it [00:42, 196.21it/s]
    4753it [00:42, 187.85it/s]
    4773it [00:43, 116.49it/s]
    4789it [00:43, 114.31it/s]
    4806it [00:43, 124.71it/s]
    4821it [00:43, 110.90it/s]
    4834it [00:43, 85.89it/s] 
    4853it [00:44, 104.34it/s]
    4869it [00:44, 114.92it/s]
    4887it [00:44, 125.11it/s]
    4902it [00:44, 83.34it/s] 
    4918it [00:44, 95.85it/s]
    4933it [00:44, 106.18it/s]
    4948it [00:44, 115.83it/s]
    4962it [00:44, 118.47it/s]
    4976it [00:45, 118.30it/s]
    4989it [00:45, 102.06it/s]
    5001it [00:45, 91.68it/s] 
    5015it [00:45, 101.54it/s]
    5027it [00:45, 105.45it/s]
    5045it [00:45, 122.44it/s]
    5058it [00:45, 121.75it/s]
    5074it [00:45, 130.70it/s]
    5088it [00:46, 121.95it/s]
    5108it [00:46, 142.07it/s]
    5123it [00:46, 108.12it/s]
    5139it [00:46, 118.88it/s]
    5158it [00:46, 133.95it/s]
    5173it [00:46, 109.55it/s]
    5190it [00:46, 121.49it/s]
    5208it [00:47, 132.97it/s]
    5226it [00:47, 119.93it/s]
    5241it [00:47, 126.44it/s]
    5260it [00:47, 141.48it/s]
    5280it [00:47, 155.03it/s]
    5303it [00:47, 174.17it/s]
    5323it [00:47, 181.17it/s]
    5346it [00:47, 187.17it/s]
    5366it [00:48, 168.46it/s]
    5385it [00:48, 165.05it/s]
    5402it [00:48, 138.94it/s]
    5418it [00:48, 142.45it/s]
    5443it [00:48, 168.84it/s]
    5464it [00:48, 179.33it/s]
    5491it [00:48, 199.92it/s]
    5512it [00:48, 196.23it/s]
    5533it [00:49, 165.16it/s]
    5551it [00:49, 158.97it/s]
    5568it [00:49, 128.09it/s]
    5588it [00:49, 143.58it/s]
    5610it [00:49, 161.80it/s]
    5634it [00:49, 180.79it/s]
    5656it [00:49, 191.02it/s]
    5677it [00:49, 194.33it/s]
    5698it [00:50, 139.95it/s]
    5718it [00:50, 152.40it/s]
    5741it [00:50, 168.88it/s]
    5766it [00:50, 188.47it/s]
    5791it [00:50, 202.60it/s]
    5816it [00:50, 214.18it/s]
    5839it [00:50, 204.56it/s]
    5861it [00:50, 154.94it/s]
    5879it [00:51, 128.42it/s]
    5900it [00:51, 144.37it/s]
    5919it [00:51, 154.30it/s]
    5937it [00:51, 155.08it/s]
    5954it [00:51, 142.97it/s]
    5970it [00:51, 114.16it/s]
    5989it [00:51, 129.58it/s]
    6008it [00:52, 143.52it/s]
    6025it [00:52, 149.08it/s]
    6042it [00:52, 105.53it/s]
    6056it [00:52, 86.97it/s] 
    6074it [00:52, 103.73it/s]
    6093it [00:52, 120.20it/s]
    6116it [00:53, 144.18it/s]
    6133it [00:53, 127.39it/s]
    6148it [00:53, 84.89it/s] 
    6165it [00:53, 98.83it/s]
    6186it [00:53, 120.54it/s]
    6205it [00:53, 135.25it/s]
    6223it [00:53, 143.81it/s]
    6240it [00:54, 139.70it/s]
    6256it [00:54, 94.78it/s] 
    6274it [00:54, 109.33it/s]
    6288it [00:54, 115.15it/s]
    6305it [00:54, 127.75it/s]
    6323it [00:54, 139.58it/s]
    6339it [00:54, 122.65it/s]
    6362it [00:55, 146.95it/s]
    6379it [00:55, 117.80it/s]
    6394it [00:55, 123.50it/s]
    6413it [00:55, 138.90it/s]
    6430it [00:55, 146.11it/s]
    6449it [00:55, 154.83it/s]
    6466it [00:55, 157.67it/s]
    6483it [00:55, 157.22it/s]
    6504it [00:56, 171.80it/s]
    6531it [00:56, 198.04it/s]
    6555it [00:56, 208.88it/s]
    6577it [00:56, 211.68it/s]
    6603it [00:56, 219.82it/s]
    6626it [00:56, 166.88it/s]
    6645it [00:56, 166.78it/s]
    6666it [00:56, 176.64it/s]
    6689it [00:56, 189.97it/s]
    6710it [00:57, 190.99it/s]
    6733it [00:57, 201.09it/s]
    6755it [00:57, 206.28it/s]
    6777it [00:57, 188.01it/s]
    6797it [00:57, 151.46it/s]
    6816it [00:57, 157.99it/s]
    6839it [00:57, 174.81it/s]
    6865it [00:57, 195.92it/s]
    6892it [00:58, 215.20it/s]
    6915it [00:58, 219.14it/s]
    6938it [00:58, 205.26it/s]
    6960it [00:58, 206.32it/s]
    6982it [00:58, 158.20it/s]
    7006it [00:58, 176.57it/s]
    7028it [00:58, 186.89it/s]
    7052it [00:58, 200.55it/s]
    7078it [00:58, 216.23it/s]
    7104it [00:59, 227.37it/s]
    7128it [00:59, 217.88it/s]
    7151it [00:59, 176.07it/s]
    7171it [00:59, 173.59it/s]
    7191it [00:59, 179.17it/s]
    7210it [00:59, 164.19it/s]
    7228it [00:59, 160.12it/s]
    7245it [00:59, 154.24it/s]
    7261it [01:00, 124.57it/s]
    7275it [01:00, 102.38it/s]
    7296it [01:00, 123.68it/s]
    7315it [01:00, 138.37it/s]
    7334it [01:00, 150.08it/s]
    7354it [01:00, 161.67it/s]
    7372it [01:01, 128.00it/s]
    7387it [01:01, 90.65it/s] 
    7401it [01:01, 99.56it/s]
    7423it [01:01, 123.30it/s]
    7440it [01:01, 133.56it/s]
    7457it [01:01, 140.99it/s]
    7473it [01:01, 116.31it/s]
    7487it [01:02, 84.85it/s] 
    7507it [01:02, 104.61it/s]
    7527it [01:02, 122.74it/s]
    7546it [01:02, 136.92it/s]
    7562it [01:02, 138.43it/s]
    7578it [01:02, 132.03it/s]
    7593it [01:02, 111.76it/s]
    7606it [01:03, 97.80it/s] 
    7628it [01:03, 123.04it/s]
    7645it [01:03, 132.41it/s]
    7665it [01:03, 147.32it/s]
    7686it [01:03, 163.02it/s]
    7707it [01:03, 175.50it/s]
    7726it [01:03, 176.56it/s]
    7745it [01:03, 151.97it/s]
    7762it [01:04, 152.59it/s]
    7778it [01:04, 130.95it/s]
    7793it [01:04, 131.95it/s]
    7811it [01:04, 141.39it/s]
    7832it [01:04, 158.05it/s]
    7854it [01:04, 174.43it/s]
    7873it [01:04, 178.52it/s]
    7892it [01:04, 161.44it/s]
    7909it [01:05, 157.81it/s]
    7932it [01:05, 175.83it/s]
    7958it [01:05, 198.76it/s]
    7982it [01:05, 208.09it/s]
    8004it [01:05, 198.91it/s]
    8025it [01:05, 153.38it/s]
    8046it [01:05, 164.85it/s]
    8069it [01:05, 178.09it/s]
    8091it [01:05, 187.87it/s]
    8111it [01:06, 172.57it/s]
    8130it [01:06, 151.74it/s]
    8151it [01:06, 163.50it/s]
    8169it [01:06, 147.47it/s]
    8190it [01:06, 161.04it/s]
    8214it [01:06, 176.84it/s]
    8237it [01:06, 190.41it/s]
    8259it [01:06, 195.24it/s]
    8280it [01:07, 189.86it/s]
    8306it [01:07, 208.53it/s]
    8330it [01:07, 213.73it/s]
    8352it [01:07, 167.00it/s]
    8378it [01:07, 188.43it/s]
    8402it [01:07, 200.67it/s]
    8424it [01:07, 203.77it/s]
    8450it [01:07, 216.85it/s]
    8473it [01:08, 215.22it/s]
    8498it [01:08, 223.10it/s]
    8521it [01:08, 208.47it/s]
    8543it [01:08, 210.41it/s]
    8566it [01:08, 215.72it/s]
    8588it [01:08, 205.48it/s]
    8609it [01:08, 175.25it/s]
    8630it [01:08, 182.88it/s]
    8650it [01:08, 175.40it/s]
    8669it [01:09, 126.50it/s]
    8690it [01:09, 143.73it/s]
    8709it [01:09, 153.95it/s]
    8727it [01:09, 118.94it/s]
    8747it [01:09, 135.58it/s]
    8769it [01:09, 153.33it/s]
    8789it [01:09, 163.76it/s]
    8808it [01:10, 114.51it/s]
    8833it [01:10, 140.84it/s]
    8853it [01:10, 153.05it/s]
    8878it [01:10, 173.94it/s]
    8898it [01:10, 169.42it/s]
    8917it [01:10, 128.42it/s]
    8936it [01:11, 140.63it/s]
    8962it [01:11, 165.25it/s]
    8986it [01:11, 181.93it/s]
    9007it [01:11, 184.59it/s]
    9027it [01:11, 165.77it/s]
    9045it [01:11, 154.15it/s]
    9071it [01:11, 178.13it/s]
    9090it [01:11, 155.98it/s]
    9107it [01:12, 154.79it/s]
    9125it [01:12, 160.12it/s]
    9145it [01:12, 170.22it/s]
    9164it [01:12, 173.89it/s]
    9183it [01:12, 176.62it/s]
    9204it [01:12, 183.14it/s]
    9223it [01:12, 134.78it/s]
    9252it [01:12, 168.86it/s]
    9278it [01:12, 190.91it/s]
    9309it [01:13, 221.03it/s]
    9334it [01:13, 214.63it/s]
    9358it [01:13, 220.57it/s]
    9382it [01:13, 182.93it/s]
    9403it [01:13, 180.11it/s]
    9423it [01:13, 184.48it/s]
    9443it [01:13, 184.83it/s]
    9463it [01:13, 184.53it/s]
    9482it [01:14, 178.05it/s]
    9501it [01:14, 162.89it/s]
    9518it [01:14, 133.31it/s]
    9533it [01:14, 121.67it/s]
    9555it [01:14, 143.12it/s]
    9577it [01:14, 161.29it/s]
    9601it [01:14, 181.47it/s]
    9628it [01:14, 204.28it/s]
    9651it [01:15, 209.20it/s]
    9673it [01:15, 210.81it/s]
    9695it [01:15, 184.99it/s]
    9717it [01:15, 193.08it/s]
    9741it [01:15, 205.60it/s]
    9764it [01:15, 211.60it/s]
    9786it [01:15, 200.64it/s]
    9807it [01:15, 163.56it/s]
    9826it [01:16, 169.01it/s]
    9851it [01:16, 185.35it/s]
    9877it [01:16, 204.10it/s]
    9899it [01:16, 205.64it/s]
    9921it [01:16, 208.60it/s]
    9944it [01:16, 212.44it/s]
    9966it [01:16, 191.09it/s]
    9986it [01:16, 192.99it/s]
    10006it [01:16, 183.86it/s]
    10025it [01:17, 183.43it/s]
    10046it [01:17, 190.29it/s]
    10066it [01:17, 189.66it/s]
    10086it [01:17, 153.94it/s]
    10110it [01:17, 173.18it/s]
    10136it [01:17, 194.81it/s]
    10157it [01:17, 177.45it/s]
    10176it [01:17, 151.26it/s]
    10198it [01:18, 166.80it/s]
    10221it [01:18, 182.20it/s]
    10241it [01:18, 186.50it/s]
    10261it [01:18, 152.63it/s]
    10282it [01:18, 165.83it/s]
    10303it [01:18, 175.97it/s]
    10329it [01:18, 196.72it/s]
    10350it [01:18, 191.52it/s]
    10370it [01:19, 158.73it/s]
    10392it [01:19, 169.65it/s]
    10412it [01:19, 176.46it/s]
    10437it [01:19, 192.94it/s]
    10459it [01:19, 195.98it/s]
    10481it [01:19, 200.00it/s]
    10502it [01:19, 156.96it/s]
    10520it [01:19, 161.35it/s]
    10539it [01:19, 166.05it/s]
    10561it [01:20, 177.29it/s]
    10584it [01:20, 190.88it/s]
    10604it [01:20, 185.09it/s]
    10624it [01:20, 155.12it/s]
    10650it [01:20, 179.21it/s]
    10676it [01:20, 199.41it/s]
    10698it [01:20, 197.82it/s]
    10719it [01:20, 181.62it/s]
    10740it [01:21, 188.28it/s]
    10763it [01:21, 197.34it/s]
    10788it [01:21, 210.41it/s]
    10821it [01:21, 241.59it/s]
    10846it [01:21, 210.22it/s]
    10869it [01:21, 155.27it/s]
    10898it [01:21, 182.93it/s]
    10930it [01:21, 213.83it/s]
    10956it [01:22, 223.37it/s]
    10990it [01:22, 248.47it/s]
    11020it [01:22, 260.77it/s]
    11048it [01:22, 245.68it/s]
    11074it [01:22, 221.99it/s]
    11098it [01:22, 209.05it/s]
    11121it [01:22, 213.53it/s]
    11144it [01:22, 208.51it/s]
    11168it [01:22, 215.47it/s]
    11190it [01:23, 193.79it/s]
    11211it [01:23, 197.72it/s]
    11234it [01:23, 206.41it/s]
    11256it [01:23, 191.61it/s]
    11276it [01:23, 172.13it/s]
    11294it [01:23, 158.76it/s]
    11322it [01:23, 188.12it/s]
    11351it [01:23, 213.50it/s]
    11374it [01:24, 213.25it/s]
    11399it [01:24, 220.83it/s]
    11422it [01:24, 201.37it/s]
    11443it [01:24, 191.49it/s]
    11463it [01:24, 191.87it/s]
    11486it [01:24, 199.99it/s]
    11511it [01:24, 210.28it/s]
    11538it [01:24, 223.95it/s]
    11561it [01:24, 218.47it/s]
    11585it [01:25, 223.72it/s]
    11608it [01:25, 219.82it/s]
    11631it [01:25, 216.87it/s]
    11653it [01:25, 194.26it/s]
    11673it [01:25, 183.54it/s]
    11693it [01:25, 185.12it/s]
    11717it [01:25, 198.00it/s]
    11738it [01:25, 185.79it/s]
    11758it [01:25, 188.28it/s]
    11778it [01:26, 183.42it/s]
    11800it [01:26, 193.33it/s]
    11820it [01:26, 192.73it/s]
    11849it [01:26, 217.17it/s]
    11875it [01:26, 227.17it/s]
    11898it [01:26, 214.10it/s]
    11920it [01:26, 204.64it/s]
    11941it [01:26, 204.89it/s]
    11963it [01:26, 201.06it/s]
    11984it [01:27, 164.20it/s]
    12008it [01:27, 182.16it/s]
    12029it [01:27, 187.93it/s]
    12049it [01:27, 161.03it/s]
    12067it [01:27, 162.62it/s]
    12085it [01:27, 165.01it/s]
    12107it [01:27, 179.25it/s]
    12127it [01:27, 181.67it/s]
    12146it [01:28, 171.05it/s]
    12164it [01:28, 142.60it/s]
    12182it [01:28, 150.55it/s]
    12201it [01:28, 159.87it/s]
    12221it [01:28, 168.03it/s]
    12246it [01:28, 186.06it/s]
    12269it [01:28, 193.40it/s]
    12289it [01:29, 149.34it/s]
    12310it [01:29, 162.92it/s]
    12335it [01:29, 183.57it/s]
    12358it [01:29, 194.65it/s]
    12381it [01:29, 203.67it/s]
    12405it [01:29, 212.28it/s]
    12427it [01:29, 172.31it/s]
    12447it [01:29, 178.76it/s]
    12467it [01:29, 180.88it/s]
    12487it [01:30, 185.14it/s]
    12515it [01:30, 208.82it/s]
    12537it [01:30, 211.33it/s]
    12562it [01:30, 222.27it/s]
    12587it [01:30, 227.21it/s]
    12612it [01:30, 230.78it/s]
    12636it [01:30, 218.16it/s]
    12659it [01:30, 179.47it/s]
    12691it [01:30, 212.75it/s]
    12717it [01:31, 224.12it/s]
    12744it [01:31, 234.17it/s]
    12769it [01:31, 218.48it/s]
    12794it [01:31, 226.34it/s]
    12818it [01:31, 227.12it/s]
    12842it [01:31, 213.28it/s]
    12865it [01:31, 215.48it/s]
    12887it [01:31, 216.53it/s]
    12909it [01:31, 208.61it/s]
    12931it [01:32, 208.62it/s]
    12953it [01:32, 204.11it/s]
    12974it [01:32, 203.43it/s]
    12995it [01:32, 201.22it/s]
    13016it [01:32, 182.37it/s]
    13045it [01:32, 209.82it/s]
    13068it [01:32, 214.74it/s]
    13096it [01:32, 230.67it/s]
    13120it [01:32, 230.71it/s]
    13144it [01:33, 232.54it/s]
    13170it [01:33, 239.66it/s]
    13195it [01:33, 231.24it/s]
    13223it [01:33, 241.28it/s]
    13248it [01:33, 229.68it/s]
    13273it [01:33, 233.56it/s]
    13297it [01:33, 232.99it/s]
    13323it [01:33, 237.32it/s]
    13347it [01:33, 228.87it/s]
    13370it [01:34, 214.14it/s]
    13392it [01:34, 197.50it/s]
    13419it [01:34, 214.73it/s]
    13451it [01:34, 239.70it/s]
    13483it [01:34, 261.19it/s]
    13510it [01:34, 258.71it/s]
    13537it [01:34, 248.06it/s]
    13563it [01:34, 235.08it/s]
    13589it [01:34, 239.94it/s]
    13618it [01:35, 252.92it/s]
    13644it [01:35, 254.39it/s]
    13670it [01:35, 255.67it/s]
    13696it [01:35, 255.29it/s]
    13722it [01:35, 255.03it/s]
    13748it [01:35, 252.58it/s]
    13774it [01:35, 253.59it/s]
    13801it [01:35, 255.29it/s]
    13827it [01:35, 252.37it/s]
    13853it [01:35, 249.53it/s]
    13878it [01:36, 248.88it/s]
    13903it [01:36, 236.81it/s]
    13927it [01:36, 228.52it/s]
    13950it [01:36, 211.85it/s]
    13975it [01:36, 219.02it/s]
    14005it [01:36, 239.60it/s]
    14038it [01:36, 264.98it/s]
    14067it [01:36, 269.52it/s]
    14095it [01:36, 270.79it/s]
    14123it [01:37, 264.09it/s]
    14153it [01:37, 273.22it/s]
    14181it [01:37, 259.81it/s]
    14208it [01:37, 255.74it/s]
    14236it [01:37, 260.27it/s]
    14263it [01:37, 261.21it/s]
    14290it [01:37, 251.67it/s]
    14316it [01:37, 237.39it/s]
    14341it [01:37, 235.95it/s]
    14365it [01:38, 234.27it/s]
    14391it [01:38, 237.19it/s]
    14415it [01:38, 223.85it/s]
    14440it [01:38, 230.26it/s]
    14464it [01:38, 220.35it/s]
    14487it [01:38, 216.10it/s]
    14509it [01:38, 174.68it/s]
    14533it [01:38, 189.03it/s]
    14557it [01:38, 198.99it/s]
    14584it [01:39, 216.91it/s]
    14612it [01:39, 230.84it/s]
    14636it [01:39, 225.12it/s]
    14661it [01:39, 229.76it/s]
    14689it [01:39, 237.48it/s]
    14714it [01:39, 228.20it/s]
    14738it [01:39, 225.40it/s]
    14763it [01:39, 232.17it/s]
    14787it [01:39, 225.09it/s]
    14810it [01:40, 222.83it/s]
    14833it [01:40, 203.34it/s]
    14854it [01:40, 174.35it/s]
    14873it [01:40, 170.34it/s]
    14892it [01:40, 168.31it/s]
    14910it [01:40, 163.02it/s]
    14929it [01:40, 168.64it/s]
    14947it [01:40, 159.08it/s]
    14964it [01:41, 159.25it/s]
    14987it [01:41, 177.42it/s]
    15011it [01:41, 193.79it/s]
    15031it [01:41, 181.02it/s]
    15050it [01:41, 174.28it/s]
    15074it [01:41, 190.34it/s]
    15103it [01:41, 216.67it/s]
    15126it [01:41, 213.55it/s]
    15149it [01:41, 213.93it/s]
    15171it [01:42, 213.85it/s]
    15193it [01:42, 198.73it/s]
    15216it [01:42, 207.21it/s]
    15245it [01:42, 227.93it/s]
    15269it [01:42, 230.86it/s]
    15295it [01:42, 238.52it/s]
    15320it [01:42, 234.43it/s]
    15344it [01:42, 195.65it/s]
    15375it [01:42, 222.98it/s]
    15401it [01:43, 232.65it/s]
    15429it [01:43, 245.56it/s]
    15456it [01:43, 250.98it/s]
    15482it [01:43, 242.49it/s]
    15507it [01:43, 239.32it/s]
    15532it [01:43, 213.84it/s]
    15555it [01:43, 204.93it/s]
    15586it [01:43, 232.16it/s]
    15618it [01:43, 254.78it/s]
    15647it [01:44, 261.49it/s]
    15677it [01:44, 270.15it/s]
    15705it [01:44, 266.21it/s]
    15732it [01:44, 265.48it/s]
    15759it [01:44, 258.43it/s]
    15786it [01:44, 247.10it/s]
    15811it [01:44, 218.35it/s]
    15834it [01:44, 203.68it/s]
    15861it [01:44, 220.09it/s]
    15890it [01:45, 238.59it/s]
    15918it [01:45, 248.40it/s]
    15944it [01:45, 251.42it/s]
    15971it [01:45, 256.09it/s]
    16002it [01:45, 271.20it/s]
    16030it [01:45, 268.18it/s]
    16058it [01:45, 256.36it/s]
    16084it [01:45, 230.09it/s]
    16108it [01:45, 227.55it/s]
    16132it [01:46, 221.82it/s]
    16157it [01:46, 227.17it/s]
    16181it [01:46, 229.66it/s]
    16207it [01:46, 237.19it/s]
    16237it [01:46, 254.64it/s]
    16263it [01:46, 255.89it/s]
    16289it [01:46, 249.96it/s]
    16315it [01:46, 250.45it/s]
    16342it [01:46, 249.65it/s]
    16368it [01:47, 247.39it/s]
    16393it [01:47, 228.70it/s]
    16418it [01:47, 233.98it/s]
    16442it [01:47, 233.66it/s]
    16466it [01:47, 233.33it/s]
    16494it [01:47, 246.71it/s]
    16519it [01:47, 240.38it/s]
    16544it [01:47, 232.80it/s]
    16568it [01:47, 231.27it/s]
    16595it [01:47, 241.03it/s]
    16621it [01:48, 246.16it/s]
    16646it [01:48, 241.07it/s]
    16673it [01:48, 247.26it/s]
    16698it [01:48, 247.42it/s]
    16723it [01:48, 200.37it/s]
    16747it [01:48, 207.75it/s]
    16774it [01:48, 222.96it/s]
    16798it [01:48, 225.63it/s]
    16826it [01:49, 239.90it/s]
    16855it [01:49, 251.01it/s]
    16886it [01:49, 265.80it/s]
    16913it [01:49, 260.17it/s]
    16942it [01:49, 266.51it/s]
    16970it [01:49, 269.64it/s]
    16998it [01:49, 262.57it/s]
    17025it [01:49, 252.57it/s]
    17051it [01:49, 239.46it/s]
    17076it [01:49, 230.75it/s]
    17100it [01:50, 228.93it/s]
    17128it [01:50, 241.79it/s]
    17153it [01:50, 243.63it/s]
    17182it [01:50, 255.02it/s]
    17208it [01:50, 253.49it/s]
    17234it [01:50, 249.63it/s]
    17261it [01:50, 254.21it/s]
    17287it [01:50, 245.46it/s]
    17315it [01:50, 254.18it/s]
    17341it [01:51, 246.19it/s]
    17367it [01:51, 249.31it/s]
    17394it [01:51, 253.44it/s]
    17420it [01:51, 244.99it/s]
    17448it [01:51, 254.78it/s]
    17474it [01:51, 250.10it/s]
    17500it [01:51, 251.25it/s]
    17528it [01:51, 257.51it/s]
    17554it [01:51, 243.31it/s]
    17579it [01:52, 240.81it/s]
    17604it [01:52, 242.93it/s]
    17630it [01:52, 247.80it/s]
    17658it [01:52, 248.75it/s]
    17687it [01:52, 260.55it/s]
    17716it [01:52, 268.70it/s]
    17743it [01:52, 260.65it/s]
    17770it [01:52, 256.76it/s]
    17797it [01:52, 258.20it/s]
    17826it [01:52, 264.11it/s]
    17853it [01:53, 264.76it/s]
    17880it [01:53, 266.22it/s]
    17907it [01:53, 248.89it/s]
    17933it [01:53, 250.34it/s]
    17961it [01:53, 256.21it/s]
    17990it [01:53, 263.09it/s]
    18017it [01:53, 245.24it/s]
    18042it [01:53, 246.12it/s]
    18069it [01:53, 251.04it/s]
    18100it [01:54, 266.11it/s]
    18132it [01:54, 280.50it/s]
    18162it [01:54, 285.19it/s]
    18191it [01:54, 269.72it/s]
    18219it [01:54, 262.61it/s]
    18246it [01:54, 264.51it/s]
    18273it [01:54, 254.73it/s]
    18300it [01:54, 257.23it/s]
    18328it [01:54, 263.38it/s]
    18358it [01:54, 273.15it/s]
    18386it [01:55, 273.91it/s]
    18414it [01:55, 247.97it/s]
    18443it [01:55, 259.26it/s]
    18472it [01:55, 266.28it/s]
    18499it [01:55, 256.89it/s]
    18534it [01:55, 282.22it/s]
    18564it [01:55, 285.85it/s]
    18593it [01:55, 275.95it/s]
    18621it [01:55, 260.53it/s]
    18650it [01:56, 267.46it/s]
    18684it [01:56, 284.59it/s]
    18713it [01:56, 285.67it/s]
    18742it [01:56, 271.89it/s]
    18770it [01:56, 269.55it/s]
    18798it [01:56, 259.35it/s]
    18825it [01:56, 261.88it/s]
    18852it [01:56, 250.37it/s]
    18878it [01:56, 252.00it/s]
    18904it [01:57, 253.51it/s]
    18932it [01:57, 260.58it/s]
    18961it [01:57, 267.57it/s]
    18991it [01:57, 271.97it/s]
    19026it [01:57, 292.53it/s]
    19056it [01:57, 289.68it/s]
    19087it [01:57, 290.72it/s]
    19117it [01:57, 275.65it/s]
    19148it [01:57, 284.06it/s]
    19177it [01:57, 280.45it/s]
    19206it [01:58, 279.79it/s]
    19235it [01:58, 277.21it/s]
    19264it [01:58, 280.58it/s]
    19293it [01:58, 278.38it/s]
    19323it [01:58, 282.53it/s]
    19354it [01:58, 286.83it/s]
    19389it [01:58, 304.35it/s]
    19422it [01:58, 308.17it/s]
    19453it [01:58, 300.65it/s]
    19484it [01:59, 275.12it/s]
    19512it [01:59, 275.67it/s]
    19542it [01:59, 281.92it/s]
    19574it [01:59, 291.98it/s]
    19605it [01:59, 295.89it/s]
    19635it [01:59, 296.17it/s]
    19665it [01:59, 295.45it/s]
    19698it [01:59, 303.16it/s]
    19731it [01:59, 310.27it/s]
    19763it [01:59, 308.33it/s]
    19794it [02:00, 301.42it/s]
    19825it [02:00, 292.89it/s]
    19855it [02:00, 273.66it/s]
    19883it [02:00, 269.14it/s]
    19911it [02:00, 270.10it/s]
    19939it [02:00, 259.57it/s]
    19966it [02:00, 253.46it/s]
    19992it [02:00, 248.96it/s]
    20019it [02:00, 254.03it/s]
    20045it [02:01, 254.57it/s]
    20078it [02:01, 275.78it/s]
    20109it [02:01, 283.91it/s]
    20148it [02:01, 312.29it/s]
    20180it [02:01, 314.27it/s]
    20214it [02:01, 318.04it/s]
    20248it [02:01, 322.44it/s]
    20281it [02:01, 320.72it/s]
    20314it [02:01, 311.48it/s]
    20346it [02:02, 281.04it/s]
    20375it [02:02, 275.94it/s]
    20404it [02:02, 278.17it/s]
    20435it [02:02, 286.64it/s]
    20465it [02:02, 282.95it/s]
    20501it [02:02, 304.37it/s]
    20536it [02:02, 315.24it/s]
    20574it [02:02, 331.98it/s]
    20614it [02:02, 350.91it/s]
    20650it [02:03, 342.05it/s]
    20685it [02:03, 339.02it/s]
    20720it [02:03, 335.70it/s]
    20754it [02:03, 326.85it/s]
    20787it [02:03, 321.19it/s]
    20820it [02:03, 315.04it/s]
    20852it [02:03, 307.18it/s]
    20883it [02:03, 283.31it/s]
    20912it [02:03, 273.78it/s]
    20940it [02:04, 268.81it/s]
    20969it [02:04, 274.21it/s]
    20997it [02:04, 270.50it/s]
    21025it [02:04, 264.71it/s]
    21053it [02:04, 263.03it/s]
    21084it [02:04, 269.38it/s]
    21119it [02:04, 286.50it/s]
    21152it [02:04, 298.80it/s]
    21183it [02:04, 298.57it/s]
    21213it [02:04, 278.08it/s]
    21242it [02:05, 267.44it/s]
    21275it [02:05, 282.15it/s]
    21304it [02:05, 269.86it/s]
    21332it [02:05, 255.45it/s]
    21358it [02:05, 239.30it/s]
    21386it [02:05, 249.22it/s]
    21412it [02:05, 246.03it/s]
    21437it [02:05, 246.68it/s]
    21463it [02:05, 247.00it/s]
    21488it [02:06, 233.59it/s]
    21513it [02:06, 236.80it/s]
    21537it [02:06, 233.49it/s]
    21564it [02:06, 242.83it/s]
    21590it [02:06, 243.02it/s]
    21616it [02:06, 247.60it/s]
    21642it [02:06, 246.18it/s]
    21670it [02:06, 255.24it/s]
    21696it [02:06, 254.80it/s]
    21722it [02:07, 245.82it/s]
    21749it [02:07, 252.65it/s]
    21775it [02:07, 245.77it/s]
    21802it [02:07, 250.57it/s]
    21832it [02:07, 262.49it/s]
    21859it [02:07, 253.18it/s]
    21888it [02:07, 263.33it/s]
    21915it [02:07, 253.26it/s]
    21941it [02:07, 254.38it/s]
    21969it [02:08, 258.51it/s]
    21999it [02:08, 268.18it/s]
    22027it [02:08, 270.75it/s]
    22055it [02:08, 272.64it/s]
    22087it [02:08, 285.90it/s]
    22116it [02:08, 262.43it/s]
    22143it [02:08, 255.15it/s]
    22169it [02:08, 248.11it/s]
    22195it [02:08, 243.82it/s]
    22222it [02:08, 250.72it/s]
    22248it [02:09, 241.44it/s]
    22275it [02:09, 248.35it/s]
    22300it [02:09, 246.30it/s]
    22325it [02:09, 246.87it/s]
    22355it [02:09, 259.52it/s]
    22386it [02:09, 273.84it/s]
    22416it [02:09, 279.79it/s]
    22449it [02:09, 292.71it/s]
    22479it [02:09, 293.89it/s]
    22511it [02:10, 300.38it/s]
    22543it [02:10, 303.51it/s]
    22574it [02:10, 300.94it/s]
    22605it [02:10, 292.82it/s]
    22635it [02:10, 263.83it/s]
    22662it [02:10, 265.40it/s]
    22692it [02:10, 274.49it/s]
    22720it [02:10, 273.64it/s]
    22748it [02:10, 268.37it/s]
    22776it [02:11, 252.71it/s]
    22804it [02:11, 258.91it/s]
    22831it [02:11, 248.15it/s]
    22857it [02:11, 245.74it/s]
    22884it [02:11, 251.14it/s]
    22912it [02:11, 257.85it/s]
    22942it [02:11, 269.01it/s]
    22974it [02:11, 283.48it/s]
    23003it [02:11, 283.12it/s]
    23035it [02:11, 290.02it/s]
    23065it [02:12, 292.89it/s]
    23095it [02:12, 284.90it/s]
    23124it [02:12, 280.36it/s]
    23156it [02:12, 289.80it/s]
    23186it [02:12, 269.07it/s]
    23214it [02:12, 251.73it/s]
    23243it [02:12, 261.78it/s]
    23270it [02:12, 254.15it/s]
    23296it [02:12, 253.15it/s]
    23322it [02:13, 253.34it/s]
    23352it [02:13, 264.65it/s]
    23384it [02:13, 279.51it/s]
    23414it [02:13, 284.24it/s]
    23444it [02:13, 285.50it/s]
    23475it [02:13, 291.63it/s]
    23505it [02:13, 292.82it/s]
    23535it [02:13, 294.64it/s]
    23567it [02:13, 300.17it/s]
    23598it [02:13, 293.17it/s]
    23628it [02:14, 229.03it/s]
    23654it [02:14, 230.38it/s]
    23681it [02:14, 238.81it/s]
    23711it [02:14, 253.38it/s]
    23738it [02:14, 254.02it/s]
    23765it [02:14, 257.82it/s]
    23792it [02:14, 207.77it/s]
    23825it [02:15, 235.67it/s]
    23854it [02:15, 244.77it/s]
    23883it [02:15, 252.50it/s]
    23910it [02:15, 256.03it/s]
    23943it [02:15, 276.35it/s]
    23972it [02:15, 272.17it/s]
    24000it [02:15, 265.84it/s]
    24029it [02:15, 272.00it/s]
    24058it [02:15, 275.06it/s]
    24086it [02:15, 257.00it/s]
    24113it [02:16, 256.75it/s]
    24143it [02:16, 266.78it/s]
    24170it [02:16, 253.93it/s]
    24196it [02:16, 246.11it/s]
    24221it [02:16, 245.47it/s]
    24246it [02:16, 245.30it/s]
    24273it [02:16, 251.75it/s]
    24302it [02:16, 261.97it/s]
    24329it [02:16, 255.91it/s]
    24364it [02:17, 282.15it/s]
    24393it [02:17, 283.67it/s]
    24424it [02:17, 289.55it/s]
    24454it [02:17, 288.41it/s]
    24484it [02:17, 287.67it/s]
    24514it [02:17, 288.94it/s]
    24543it [02:17, 282.06it/s]
    24572it [02:17, 277.24it/s]
    24600it [02:17, 269.91it/s]
    24628it [02:17, 272.30it/s]
    24658it [02:18, 275.63it/s]
    24686it [02:18, 259.86it/s]
    24714it [02:18, 264.92it/s]
    24741it [02:18, 256.12it/s]
    24775it [02:18, 279.12it/s]
    24812it [02:18, 303.70it/s]
    24845it [02:18, 309.43it/s]
    24877it [02:18, 309.22it/s]
    24909it [02:18, 309.14it/s]
    24941it [02:19, 310.34it/s]
    24978it [02:19, 326.92it/s]
    25011it [02:19, 326.26it/s]
    25044it [02:19, 324.23it/s]
    25077it [02:19, 298.12it/s]
    25108it [02:19, 292.11it/s]
    25140it [02:19, 299.42it/s]
    25171it [02:19, 286.02it/s]
    25200it [02:19, 284.61it/s]
    25230it [02:20, 288.55it/s]
    25263it [02:20, 299.98it/s]
    25294it [02:20, 301.34it/s]
    25325it [02:20, 297.88it/s]
    25361it [02:20, 315.24it/s]
    25399it [02:20, 333.66it/s]
    25433it [02:20, 330.53it/s]
    25467it [02:20, 330.30it/s]
    25501it [02:20, 327.09it/s]
    25534it [02:20, 318.40it/s]
    25566it [02:21, 308.42it/s]
    25597it [02:21, 304.27it/s]
    25632it [02:21, 316.79it/s]
    25667it [02:21, 324.88it/s]
    25700it [02:21, 300.94it/s]
    25731it [02:21, 283.72it/s]
    25760it [02:21, 272.05it/s]
    25789it [02:21, 275.18it/s]
    25817it [02:21, 271.00it/s]
    25847it [02:22, 277.65it/s]
    25875it [02:22, 274.04it/s]
    25907it [02:22, 285.28it/s]
    25936it [02:22, 282.62it/s]
    25970it [02:22, 297.32it/s]
    26000it [02:22, 288.25it/s]
    26030it [02:22, 288.63it/s]
    26059it [02:22, 272.65it/s]
    26092it [02:22, 283.01it/s]
    26124it [02:23, 290.42it/s]
    26154it [02:23, 290.03it/s]
    26184it [02:23, 279.33it/s]
    26213it [02:23, 277.86it/s]
    26241it [02:23, 271.70it/s]
    26269it [02:23, 270.19it/s]
    26297it [02:23, 257.22it/s]
    26323it [02:23, 226.30it/s]
    26347it [02:23, 219.27it/s]
    26372it [02:24, 226.71it/s]
    26398it [02:24, 234.57it/s]
    26425it [02:24, 244.37it/s]
    26455it [02:24, 259.15it/s]
    26484it [02:24, 267.94it/s]
    26512it [02:24, 267.91it/s]
    26539it [02:24, 252.45it/s]
    26565it [02:24, 246.81it/s]
    26591it [02:24, 247.64it/s]
    26616it [02:24, 240.90it/s]
    26641it [02:25, 242.90it/s]
    26666it [02:25, 233.10it/s]
    26690it [02:25, 232.89it/s]
    26717it [02:25, 242.68it/s]
    26742it [02:25, 244.78it/s]
    26769it [02:25, 250.43it/s]
    26799it [02:25, 263.62it/s]
    26829it [02:25, 274.27it/s]
    26857it [02:25, 269.46it/s]
    26886it [02:26, 271.79it/s]
    26914it [02:26, 246.09it/s]
    26940it [02:26, 247.02it/s]
    26966it [02:26, 237.13it/s]
    26991it [02:26, 227.79it/s]
    27015it [02:26, 230.93it/s]
    27041it [02:26, 236.87it/s]
    27066it [02:26, 236.90it/s]
    27094it [02:26, 248.02it/s]
    27121it [02:27, 253.29it/s]
    27152it [02:27, 269.49it/s]
    27182it [02:27, 276.40it/s]
    27214it [02:27, 286.84it/s]
    27246it [02:27, 294.47it/s]
    27276it [02:27, 276.25it/s]
    27304it [02:27, 270.00it/s]
    27337it [02:27, 285.82it/s]
    27366it [02:27, 281.66it/s]
    27395it [02:28, 267.18it/s]
    27424it [02:28, 271.53it/s]
    27454it [02:28, 277.31it/s]
    27482it [02:28, 248.77it/s]
    27508it [02:28, 243.92it/s]
    27536it [02:28, 251.96it/s]
    27564it [02:28, 258.02it/s]
    27591it [02:28, 245.15it/s]
    27616it [02:28, 239.22it/s]
    27641it [02:29, 228.86it/s]
    27665it [02:29, 223.29it/s]
    27697it [02:29, 248.41it/s]
    27728it [02:29, 264.27it/s]
    27755it [02:29, 260.54it/s]
    27782it [02:29, 261.97it/s]
    27813it [02:29, 272.68it/s]
    27844it [02:29, 283.13it/s]
    27874it [02:29, 285.22it/s]
    27903it [02:30, 228.81it/s]
    27928it [02:30, 231.64it/s]
    27953it [02:30, 235.27it/s]
    27979it [02:30, 240.75it/s]
    28004it [02:30, 241.52it/s]
    28029it [02:30, 234.84it/s]
    28059it [02:30, 251.52it/s]
    28087it [02:30, 258.62it/s]
    28114it [02:30, 259.64it/s]
    28141it [02:30, 252.24it/s]
    28169it [02:31, 257.82it/s]
    28199it [02:31, 268.85it/s]
    28231it [02:31, 281.47it/s]
    28260it [02:31, 237.64it/s]
    28285it [02:31, 201.94it/s]
    28307it [02:31, 193.05it/s]
    28335it [02:31, 213.31it/s]
    28360it [02:31, 221.47it/s]
    28384it [02:32, 163.09it/s]
    28415it [02:32, 193.30it/s]
    28445it [02:32, 217.87it/s]
    28474it [02:32, 228.79it/s]
    28499it [02:32, 234.11it/s]
    28526it [02:32, 242.28it/s]
    28552it [02:32, 246.72it/s]
    28580it [02:32, 254.85it/s]
    28609it [02:33, 262.86it/s]
    28637it [02:33, 264.10it/s]
    28664it [02:33, 250.06it/s]
    28693it [02:33, 259.86it/s]
    28726it [02:33, 276.73it/s]
    28754it [02:33, 273.29it/s]
    28783it [02:33, 276.98it/s]
    28812it [02:33, 278.22it/s]
    28840it [02:33, 269.44it/s]
    28872it [02:33, 283.03it/s]
    28901it [02:34, 280.42it/s]
    28930it [02:34, 253.08it/s]
    28956it [02:34, 244.61it/s]
    28981it [02:34, 243.65it/s]
    29007it [02:34, 247.83it/s]
    29036it [02:34, 258.40it/s]
    29063it [02:34, 260.22it/s]
    29091it [02:34, 265.42it/s]
    29118it [02:34, 266.35it/s]
    29146it [02:35, 268.38it/s]
    29173it [02:35, 258.61it/s]
    29204it [02:35, 270.70it/s]
    29233it [02:35, 274.60it/s]
    29261it [02:35, 259.67it/s]
    29288it [02:35, 260.19it/s]
    29315it [02:35, 255.45it/s]
    29344it [02:35, 265.12it/s]
    29371it [02:35, 263.98it/s]
    29399it [02:36, 264.71it/s]
    29427it [02:36, 266.36it/s]
    29457it [02:36, 275.45it/s]
    29485it [02:36, 270.86it/s]
    29514it [02:36, 275.16it/s]
    29542it [02:36, 266.16it/s]
    29575it [02:36, 283.17it/s]
    29604it [02:36, 284.69it/s]
    29636it [02:36, 294.23it/s]
    29666it [02:36, 295.92it/s]
    29698it [02:37, 301.45it/s]
    29729it [02:37, 281.44it/s]
    29758it [02:37, 280.67it/s]
    29787it [02:37, 273.49it/s]
    29815it [02:37, 273.31it/s]
    29843it [02:37, 265.32it/s]
    29874it [02:37, 274.78it/s]
    29905it [02:37, 283.38it/s]
    29934it [02:37, 270.34it/s]
    29962it [02:38, 269.36it/s]
    29990it [02:38, 269.64it/s]
    30018it [02:38, 257.92it/s]
    30044it [02:38, 246.14it/s]
    30070it [02:38, 249.40it/s]
    30096it [02:38, 244.57it/s]
    30121it [02:38, 245.29it/s]
    30154it [02:38, 269.21it/s]
    30185it [02:38, 280.49it/s]
    30215it [02:39, 283.46it/s]
    30251it [02:39, 304.75it/s]
    30287it [02:39, 318.77it/s]
    30319it [02:39, 318.51it/s]
    30351it [02:39, 306.30it/s]
    30384it [02:39, 311.32it/s]
    30419it [02:39, 320.67it/s]
    30452it [02:39, 309.06it/s]
    30485it [02:39, 314.65it/s]
    30517it [02:39, 314.47it/s]
    30549it [02:40, 294.27it/s]
    30579it [02:40, 290.39it/s]
    30609it [02:40, 283.02it/s]
    30638it [02:40, 279.40it/s]
    30669it [02:40, 284.10it/s]
    30698it [02:40, 281.71it/s]
    30732it [02:40, 297.76it/s]
    30763it [02:40, 297.32it/s]
    30793it [02:40, 289.21it/s]
    30824it [02:41, 289.87it/s]
    30854it [02:41, 290.50it/s]
    30886it [02:41, 297.58it/s]
    30916it [02:41, 295.61it/s]
    30946it [02:41, 296.33it/s]
    30976it [02:41, 290.78it/s]
    31011it [02:41, 307.14it/s]
    31047it [02:41, 321.38it/s]
    31081it [02:41, 325.37it/s]
    31117it [02:41, 334.30it/s]
    31151it [02:42, 328.81it/s]
    31184it [02:42, 322.98it/s]
    31217it [02:42, 307.38it/s]
    31250it [02:42, 312.80it/s]
    31282it [02:42, 305.15it/s]
    31313it [02:42, 297.46it/s]
    31343it [02:42, 287.94it/s]
    31376it [02:42, 294.77it/s]
    31406it [02:42, 289.80it/s]
    31436it [02:43, 264.81it/s]
    31463it [02:43, 261.55it/s]
    31490it [02:43, 246.41it/s]
    31518it [02:43, 253.31it/s]
    31547it [02:43, 261.15it/s]
    31576it [02:43, 268.19it/s]
    31604it [02:43, 265.90it/s]
    31632it [02:43, 269.60it/s]
    31660it [02:43, 269.69it/s]
    31690it [02:44, 277.59it/s]
    31726it [02:44, 300.77it/s]
    31758it [02:44, 303.64it/s]
    31789it [02:44, 276.74it/s]
    31820it [02:44, 284.76it/s]
    31849it [02:44, 264.72it/s]
    31876it [02:44, 264.84it/s]
    31907it [02:44, 277.04it/s]
    31937it [02:44, 283.35it/s]
    31966it [02:45, 281.73it/s]
    31995it [02:45, 273.74it/s]
    32023it [02:45, 275.35it/s]
    32051it [02:45, 264.04it/s]
    32079it [02:45, 267.39it/s]
    32106it [02:45, 255.43it/s]
    32132it [02:45, 240.58it/s]
    32157it [02:45, 208.59it/s]
    32180it [02:45, 212.13it/s]
    32211it [02:46, 235.46it/s]
    32246it [02:46, 264.95it/s]
    32274it [02:46, 257.47it/s]
    32301it [02:46, 260.58it/s]
    32329it [02:46, 265.73it/s]
    32364it [02:46, 289.28it/s]
    32394it [02:46, 265.42it/s]
    32422it [02:46, 236.57it/s]
    32447it [02:46, 238.92it/s]
    32475it [02:47, 248.61it/s]
    32501it [02:47, 234.20it/s]
    32525it [02:47, 222.95it/s]
    32548it [02:47, 219.18it/s]
    32574it [02:47, 229.65it/s]
    32598it [02:47, 229.54it/s]
    32626it [02:47, 239.44it/s]
    32654it [02:47, 246.25it/s]
    32679it [02:47, 242.77it/s]
    32704it [02:48, 242.27it/s]
    32731it [02:48, 247.21it/s]
    32762it [02:48, 264.83it/s]
    32789it [02:48, 265.69it/s]
    32816it [02:48, 228.71it/s]
    32840it [02:48, 226.51it/s]
    32864it [02:48, 224.96it/s]
    32887it [02:48, 223.17it/s]
    32910it [02:48, 212.03it/s]
    32936it [02:49, 222.73it/s]
    32968it [02:49, 247.54it/s]
    32996it [02:49, 256.33it/s]
    33022it [02:49, 254.49it/s]
    33053it [02:49, 267.08it/s]
    33080it [02:49, 256.69it/s]
    33106it [02:49, 256.56it/s]
    33135it [02:49, 261.58it/s]
    33162it [02:49, 258.71it/s]
    33190it [02:50, 261.02it/s]
    33217it [02:50, 261.42it/s]
    33244it [02:50, 236.53it/s]
    33269it [02:50, 231.98it/s]
    33296it [02:50, 242.05it/s]
    33321it [02:50, 241.61it/s]
    33346it [02:50, 209.95it/s]
    33368it [02:50, 199.11it/s]
    33390it [02:50, 201.72it/s]
    33418it [02:51, 220.02it/s]
    33445it [02:51, 230.55it/s]
    33472it [02:51, 241.08it/s]
    33501it [02:51, 253.81it/s]
    33529it [02:51, 260.64it/s]
    33556it [02:51, 210.11it/s]
    33579it [02:51, 199.96it/s]
    33601it [02:51, 200.28it/s]
    33622it [02:52, 194.66it/s]
    33643it [02:52, 177.21it/s]
    33664it [02:52, 185.08it/s]
    33689it [02:52, 201.06it/s]
    33710it [02:52, 192.65it/s]
    33730it [02:52, 161.99it/s]
    33748it [02:52, 150.21it/s]
    33764it [02:52, 145.21it/s]
    33781it [02:53, 151.26it/s]
    33797it [02:53, 145.70it/s]
    33812it [02:53, 97.10it/s] 
    33824it [02:53, 99.05it/s]
    33844it [02:53, 119.13it/s]
    33871it [02:53, 153.64it/s]
    33895it [02:53, 174.66it/s]
    33919it [02:53, 190.90it/s]
    33944it [02:54, 206.31it/s]
    33971it [02:54, 223.67it/s]
    33995it [02:54, 218.20it/s]
    34018it [02:54, 219.56it/s]
    34045it [02:54, 231.95it/s]
    34069it [02:54, 223.12it/s]
    34099it [02:54, 244.21it/s]
    34129it [02:54, 257.87it/s]
    34162it [02:54, 278.23it/s]
    34191it [02:55, 270.42it/s]
    34219it [02:55, 259.42it/s]
    34248it [02:55, 267.82it/s]
    34276it [02:55, 270.64it/s]
    34304it [02:55, 270.39it/s]
    34332it [02:55, 266.79it/s]
    34361it [02:55, 270.07it/s]
    34391it [02:55, 277.80it/s]
    34420it [02:55, 279.70it/s]
    34449it [02:56, 250.27it/s]
    34476it [02:56, 255.59it/s]
    34509it [02:56, 276.04it/s]
    34539it [02:56, 281.92it/s]
    34568it [02:56, 283.78it/s]
    34597it [02:56, 283.90it/s]
    34626it [02:56, 284.03it/s]
    34656it [02:56, 280.89it/s]
    34685it [02:56, 267.87it/s]
    34716it [02:56, 277.62it/s]
    34744it [02:57, 274.22it/s]
    34772it [02:57, 263.14it/s]
    34799it [02:57, 253.11it/s]
    34827it [02:57, 258.82it/s]
    34854it [02:57, 253.47it/s]
    34880it [02:57, 253.32it/s]
    34906it [02:57, 250.27it/s]
    34932it [02:57, 249.58it/s]
    34957it [02:57, 248.73it/s]
    34982it [02:58, 248.24it/s]
    35010it [02:58, 257.27it/s]
    35036it [02:58, 251.11it/s]
    35062it [02:58, 251.95it/s]
    35089it [02:58, 253.04it/s]
    35115it [02:58, 247.08it/s]
    35141it [02:58, 245.70it/s]
    35166it [02:58, 240.23it/s]
    35197it [02:58, 259.90it/s]
    35227it [02:58, 265.08it/s]
    35259it [02:59, 279.77it/s]
    35288it [02:59, 274.06it/s]
    35316it [02:59, 262.10it/s]
    35343it [02:59, 255.74it/s]
    35371it [02:59, 261.00it/s]
    35398it [02:59, 260.63it/s]
    35425it [02:59, 262.62it/s]
    35456it [02:59, 273.06it/s]
    35484it [02:59, 267.54it/s]
    35517it [03:00, 285.43it/s]
    35549it [03:00, 293.87it/s]
    35579it [03:00, 295.03it/s]
    35609it [03:00, 286.57it/s]
    35640it [03:00, 290.99it/s]
    35674it [03:00, 305.03it/s]
    35707it [03:00, 307.42it/s]
    35738it [03:00, 307.79it/s]
    35770it [03:00, 310.44it/s]
    35802it [03:00, 308.04it/s]
    35833it [03:01, 293.97it/s]
    35863it [03:01, 282.09it/s]
    35892it [03:01, 270.66it/s]
    35920it [03:01, 268.12it/s]
    35951it [03:01, 279.68it/s]
    35980it [03:01, 266.59it/s]
    36009it [03:01, 272.22it/s]
    36038it [03:01, 275.08it/s]
    36069it [03:01, 285.01it/s]
    36098it [03:02, 276.29it/s]
    36126it [03:02, 273.67it/s]
    36154it [03:02, 264.17it/s]
    36181it [03:02, 259.76it/s]
    36208it [03:02, 258.62it/s]
    36240it [03:02, 275.57it/s]
    36268it [03:02, 258.86it/s]
    36296it [03:02, 262.70it/s]
    36327it [03:02, 274.87it/s]
    36355it [03:03, 271.14it/s]
    36385it [03:03, 278.66it/s]
    36416it [03:03, 281.25it/s]
    36446it [03:03, 285.01it/s]
    36477it [03:03, 289.33it/s]
    36507it [03:03, 287.51it/s]
    36538it [03:03, 293.57it/s]
    36572it [03:03, 307.01it/s]
    36605it [03:03, 308.69it/s]
    36639it [03:03, 316.85it/s]
    36671it [03:04, 295.20it/s]
    36701it [03:04, 290.65it/s]
    36731it [03:04, 281.05it/s]
    36764it [03:04, 293.90it/s]
    36796it [03:04, 301.11it/s]
    36827it [03:04, 301.75it/s]
    36860it [03:04, 309.10it/s]
    36893it [03:04, 313.73it/s]
    36926it [03:04, 315.77it/s]
    36958it [03:05, 309.45it/s]
    36990it [03:05, 304.41it/s]
    37021it [03:05, 304.96it/s]
    37052it [03:05, 283.23it/s]
    37081it [03:05, 281.05it/s]
    37110it [03:05, 279.46it/s]
    37139it [03:05, 267.14it/s]
    37169it [03:05, 274.85it/s]
    37199it [03:05, 281.12it/s]
    37231it [03:05, 289.15it/s]
    37266it [03:06, 305.76it/s]
    37298it [03:06, 308.18it/s]
    37332it [03:06, 317.08it/s]
    37364it [03:06, 305.38it/s]
    37397it [03:06, 312.31it/s]
    37429it [03:06, 301.21it/s]
    37460it [03:06, 281.67it/s]
    37492it [03:06, 288.24it/s]
    37525it [03:06, 297.91it/s]
    37558it [03:07, 306.59it/s]
    37589it [03:07, 304.32it/s]
    37622it [03:07, 310.86it/s]
    37657it [03:07, 320.39it/s]
    37690it [03:07, 312.33it/s]
    37722it [03:07, 303.61it/s]
    37753it [03:07, 298.26it/s]
    37783it [03:07, 283.13it/s]
    37812it [03:07, 268.78it/s]
    37842it [03:08, 276.00it/s]
    37873it [03:08, 283.91it/s]
    37903it [03:08, 287.26it/s]
    37932it [03:08, 284.92it/s]
    37964it [03:08, 294.12it/s]
    37994it [03:08, 265.29it/s]
    38022it [03:08, 253.99it/s]
    38048it [03:08, 252.52it/s]
    38074it [03:08, 251.65it/s]
    38100it [03:09, 248.44it/s]
    38131it [03:09, 265.29it/s]
    38159it [03:09, 267.02it/s]
    38191it [03:09, 281.29it/s]
    38220it [03:09, 277.72it/s]
    38248it [03:09, 229.33it/s]
    38273it [03:09, 233.15it/s]
    38302it [03:09, 246.61it/s]
    38328it [03:09, 248.33it/s]
    38354it [03:10, 244.17it/s]
    38379it [03:10, 244.95it/s]
    38404it [03:10, 236.14it/s]
    38429it [03:10, 238.37it/s]
    38454it [03:10, 231.55it/s]
    38482it [03:10, 243.24it/s]
    38510it [03:10, 251.86it/s]
    38538it [03:10, 258.24it/s]
    38564it [03:10, 252.47it/s]
    38590it [03:11, 245.29it/s]
    38615it [03:11, 240.24it/s]
    38640it [03:11, 193.39it/s]
    38663it [03:11, 202.00it/s]
    38689it [03:11, 212.13it/s]
    38717it [03:11, 228.97it/s]
    38742it [03:11, 232.82it/s]
    38771it [03:11, 247.53it/s]
    38798it [03:11, 249.89it/s]
    38826it [03:12, 253.03it/s]
    38854it [03:12, 257.53it/s]
    38882it [03:12, 262.01it/s]
    38909it [03:12, 240.32it/s]
    38934it [03:12, 239.00it/s]
    38959it [03:12, 237.47it/s]
    38985it [03:12, 240.07it/s]
    39010it [03:12, 239.23it/s]
    39035it [03:12, 189.04it/s]
    39056it [03:13, 172.04it/s]
    39083it [03:13, 194.34it/s]
    39110it [03:13, 212.86it/s]
    39137it [03:13, 227.82it/s]
    39164it [03:13, 239.05it/s]
    39189it [03:13, 236.22it/s]
    39214it [03:13, 239.68it/s]
    39241it [03:13, 247.48it/s]
    39268it [03:13, 253.88it/s]
    39294it [03:14, 251.82it/s]
    39320it [03:14, 230.01it/s]
    39344it [03:14, 224.51it/s]
    39367it [03:14, 218.78it/s]
    39390it [03:14, 213.38it/s]
    39413it [03:14, 216.09it/s]
    39435it [03:14, 213.19it/s]
    39457it [03:14, 172.83it/s]
    39485it [03:15, 198.22it/s]
    39511it [03:15, 213.65it/s]
    39543it [03:15, 241.10it/s]
    39569it [03:15, 243.15it/s]
    39597it [03:15, 252.57it/s]
    39623it [03:15, 254.18it/s]
    39649it [03:15, 252.44it/s]
    39675it [03:15, 230.75it/s]
    39699it [03:15, 225.83it/s]
    39723it [03:16, 229.10it/s]
    39747it [03:16, 227.77it/s]
    39770it [03:16, 204.19it/s]
    39791it [03:16, 156.36it/s]
    39815it [03:16, 173.71it/s]
    39846it [03:16, 205.92it/s]
    39874it [03:16, 223.00it/s]
    39904it [03:16, 241.74it/s]
    39930it [03:17, 225.16it/s]
    39954it [03:17, 185.49it/s]
    39975it [03:17, 152.46it/s]
    39993it [03:17, 155.97it/s]
    40011it [03:17, 124.35it/s]
    40026it [03:18, 89.53it/s] 
    40038it [03:18, 86.24it/s]
    40049it [03:18, 86.37it/s]
    40074it [03:18, 118.02it/s]
    40101it [03:18, 150.79it/s]
    40131it [03:18, 184.17it/s]
    40154it [03:18, 194.67it/s]
    40180it [03:18, 211.56it/s]
    40206it [03:18, 224.50it/s]
    40236it [03:19, 242.67it/s]
    40264it [03:19, 252.86it/s]
    40291it [03:19, 254.52it/s]
    40322it [03:19, 269.76it/s]
    40350it [03:19, 268.95it/s]
    40382it [03:19, 283.00it/s]
    40411it [03:19, 282.47it/s]
    40440it [03:19, 260.73it/s]
    40467it [03:19, 256.94it/s]
    40493it [03:20, 252.42it/s]
    40519it [03:20, 248.73it/s]
    40550it [03:20, 264.65it/s]
    40578it [03:20, 261.80it/s]
    40606it [03:20, 266.66it/s]
    40634it [03:20, 270.23it/s]
    40662it [03:20, 267.35it/s]
    40689it [03:20, 266.86it/s]
    40716it [03:20, 241.93it/s]
    40741it [03:21, 243.70it/s]
    40766it [03:21, 241.17it/s]
    40795it [03:21, 251.63it/s]
    40821it [03:21, 244.64it/s]
    40846it [03:21, 241.61it/s]
    40874it [03:21, 248.15it/s]
    40901it [03:21, 251.64it/s]
    40931it [03:21, 265.43it/s]
    40963it [03:21, 281.03it/s]
    40992it [03:21, 281.10it/s]
    41021it [03:22, 270.28it/s]
    41049it [03:22, 266.13it/s]
    41080it [03:22, 276.90it/s]
    41108it [03:22, 274.00it/s]
    41137it [03:22, 276.76it/s]
    41167it [03:22, 282.43it/s]
    41196it [03:22, 282.60it/s]
    41226it [03:22, 285.64it/s]
    41255it [03:22, 271.76it/s]
    41286it [03:23, 280.57it/s]
    41315it [03:23, 269.52it/s]
    41343it [03:23, 270.82it/s]
    41371it [03:23, 266.43it/s]
    41398it [03:23, 260.18it/s]
    41425it [03:23, 256.98it/s]
    41458it [03:23, 275.45it/s]
    41486it [03:23, 273.07it/s]
    41514it [03:23, 249.34it/s]
    41540it [03:24, 248.62it/s]
    41566it [03:24, 251.63it/s]
    41595it [03:24, 260.64it/s]
    41622it [03:24, 255.20it/s]
    41651it [03:24, 264.39it/s]
    41678it [03:24, 259.66it/s]
    41706it [03:24, 264.98it/s]
    41741it [03:24, 289.00it/s]
    41771it [03:24, 274.97it/s]
    41799it [03:24, 272.61it/s]
    41827it [03:25, 262.56it/s]
    41854it [03:25, 259.94it/s]
    41885it [03:25, 271.00it/s]
    41915it [03:25, 278.34it/s]
    41943it [03:25, 277.81it/s]
    41973it [03:25, 282.23it/s]
    42004it [03:25, 289.75it/s]
    42036it [03:25, 298.08it/s]
    42066it [03:25, 281.99it/s]
    42095it [03:26, 278.82it/s]
    42124it [03:26, 278.80it/s]
    42152it [03:26, 275.89it/s]
    42183it [03:26, 285.30it/s]
    42213it [03:26, 284.00it/s]
    42243it [03:26, 286.26it/s]
    42277it [03:26, 301.51it/s]
    42308it [03:26, 285.59it/s]
    42337it [03:26, 275.32it/s]
    42365it [03:26, 269.14it/s]
    42393it [03:27, 267.82it/s]
    42420it [03:27, 265.92it/s]
    42447it [03:27, 256.77it/s]
    42473it [03:27, 253.58it/s]
    42500it [03:27, 256.05it/s]
    42528it [03:27, 262.59it/s]
    42557it [03:27, 268.50it/s]
    42586it [03:27, 273.14it/s]
    42614it [03:27, 271.05it/s]
    42642it [03:28, 272.33it/s]
    42673it [03:28, 281.58it/s]
    42702it [03:28, 282.58it/s]
    42731it [03:28, 284.23it/s]
    42760it [03:28, 281.40it/s]
    42789it [03:28, 274.80it/s]
    42818it [03:28, 276.20it/s]
    42846it [03:28, 271.00it/s]
    42874it [03:28, 264.95it/s]
    42905it [03:28, 276.16it/s]
    42938it [03:29, 291.07it/s]
    42968it [03:29, 270.89it/s]
    42999it [03:29, 280.94it/s]
    43028it [03:29, 276.34it/s]
    43056it [03:29, 276.13it/s]
    43087it [03:29, 283.91it/s]
    43118it [03:29, 289.46it/s]
    43148it [03:29, 277.98it/s]
    43176it [03:29, 272.66it/s]
    43206it [03:30, 278.41it/s]
    43235it [03:30, 281.63it/s]
    43264it [03:30, 266.57it/s]
    43291it [03:30, 263.06it/s]
    43321it [03:30, 272.64it/s]
    43349it [03:30, 271.89it/s]
    43377it [03:30, 257.75it/s]
    43403it [03:30, 252.91it/s]
    43433it [03:30, 265.77it/s]
    43460it [03:31, 233.51it/s]
    43487it [03:31, 242.21it/s]
    43522it [03:31, 271.26it/s]
    43550it [03:31, 268.57it/s]
    43579it [03:31, 272.31it/s]
    43607it [03:31, 272.40it/s]
    43637it [03:31, 278.63it/s]
    43667it [03:31, 280.14it/s]
    43696it [03:31, 266.05it/s]
    43725it [03:32, 270.19it/s]
    43755it [03:32, 277.59it/s]
    43788it [03:32, 292.04it/s]
    43821it [03:32, 299.50it/s]
    43856it [03:32, 312.06it/s]
    43888it [03:32, 296.50it/s]
    43918it [03:32, 272.64it/s]
    43946it [03:32, 266.42it/s]
    43973it [03:32, 233.41it/s]
    44000it [03:33, 242.01it/s]
    44031it [03:33, 257.00it/s]
    44062it [03:33, 268.59it/s]
    44093it [03:33, 279.86it/s]
    44124it [03:33, 288.07it/s]
    44154it [03:33, 272.29it/s]
    44183it [03:33, 276.26it/s]
    44211it [03:33, 269.65it/s]
    44239it [03:33, 263.21it/s]
    44266it [03:34, 262.20it/s]
    44297it [03:34, 274.77it/s]
    44328it [03:34, 282.65it/s]
    44361it [03:34, 292.97it/s]
    44391it [03:34, 285.22it/s]
    44420it [03:34, 282.92it/s]
    44449it [03:34, 283.83it/s]
    44478it [03:34, 243.56it/s]
    44504it [03:34, 235.73it/s]
    44529it [03:35, 235.92it/s]
    44554it [03:35, 237.98it/s]
    44580it [03:35, 242.42it/s]
    44606it [03:35, 239.54it/s]
    44634it [03:35, 250.30it/s]
    44661it [03:35, 254.27it/s]
    44687it [03:35, 249.64it/s]
    44717it [03:35, 263.95it/s]
    44745it [03:35, 268.08it/s]
    44772it [03:35, 263.75it/s]
    44799it [03:36, 258.36it/s]
    44825it [03:36, 251.71it/s]
    44851it [03:36, 252.20it/s]
    44877it [03:36, 217.71it/s]
    44900it [03:36, 200.93it/s]
    44923it [03:36, 207.42it/s]
    44951it [03:36, 223.60it/s]
    44979it [03:36, 237.63it/s]
    45004it [03:36, 236.44it/s]
    45034it [03:37, 254.04it/s]
    45062it [03:37, 259.13it/s]
    45089it [03:37, 257.88it/s]
    45118it [03:37, 266.54it/s]
    45145it [03:37, 251.53it/s]
    45171it [03:37, 248.94it/s]
    45197it [03:37, 241.96it/s]
    45222it [03:37, 226.28it/s]
    45245it [03:37, 222.12it/s]
    45268it [03:38, 172.08it/s]
    45297it [03:38, 198.57it/s]
    45327it [03:38, 222.72it/s]
    45354it [03:38, 234.89it/s]
    45379it [03:38, 237.75it/s]
    45410it [03:38, 257.27it/s]
    45437it [03:38, 247.66it/s]
    45466it [03:38, 255.24it/s]
    45493it [03:39, 227.85it/s]
    45517it [03:39, 220.59it/s]
    45541it [03:39, 223.68it/s]
    45564it [03:39, 215.48it/s]
    45586it [03:39, 200.78it/s]
    45607it [03:39, 175.45it/s]
    45633it [03:39, 193.27it/s]
    45657it [03:39, 204.88it/s]
    45685it [03:40, 223.12it/s]
    45711it [03:40, 231.14it/s]
    45737it [03:40, 230.14it/s]
    45761it [03:40, 219.03it/s]
    45785it [03:40, 214.75it/s]
    45807it [03:40, 197.96it/s]
    45828it [03:40, 153.73it/s]
    45847it [03:40, 160.65it/s]
    45871it [03:41, 175.52it/s]
    45890it [03:41, 151.57it/s]
    45907it [03:41, 122.71it/s]
    45921it [03:41, 82.21it/s] 
    45952it [03:41, 118.56it/s]
    45981it [03:41, 150.27it/s]
    46010it [03:42, 178.91it/s]
    46033it [03:42, 188.81it/s]
    46059it [03:42, 205.77it/s]
    46083it [03:42, 214.19it/s]
    46109it [03:42, 224.98it/s]
    46134it [03:42, 231.06it/s]
    46159it [03:42, 235.51it/s]
    46186it [03:42, 243.35it/s]
    46213it [03:42, 246.20it/s]
    46239it [03:43, 249.84it/s]
    46266it [03:43, 255.60it/s]
    46296it [03:43, 268.04it/s]
    46326it [03:43, 275.76it/s]
    46356it [03:43, 281.97it/s]
    46385it [03:43, 277.50it/s]
    46413it [03:43, 258.96it/s]
    46440it [03:43, 260.53it/s]
    46470it [03:43, 269.69it/s]
    46498it [03:43, 265.10it/s]
    46527it [03:44, 271.23it/s]
    46555it [03:44, 266.18it/s]
    46583it [03:44, 268.35it/s]
    46610it [03:44, 268.16it/s]
    46639it [03:44, 272.36it/s]
    46667it [03:44, 272.00it/s]
    46698it [03:44, 283.01it/s]
    46727it [03:44, 276.54it/s]
    46756it [03:44, 279.14it/s]
    46787it [03:44, 287.30it/s]
    46816it [03:45, 279.73it/s]
    46845it [03:45, 272.78it/s]
    46873it [03:45, 266.07it/s]
    46902it [03:45, 269.82it/s]
    46930it [03:45, 269.30it/s]
    46957it [03:45, 261.54it/s]
    46984it [03:45, 256.96it/s]
    47012it [03:45, 263.32it/s]
    47041it [03:45, 269.55it/s]
    47069it [03:46, 261.48it/s]
    47096it [03:46, 259.82it/s]
    47123it [03:46, 257.56it/s]
    47149it [03:46, 256.45it/s]
    47176it [03:46, 259.71it/s]
    47203it [03:46, 261.36it/s]
    47233it [03:46, 271.92it/s]
    47261it [03:46, 265.96it/s]
    47289it [03:46, 269.16it/s]
    47316it [03:47, 265.17it/s]
    47344it [03:47, 264.99it/s]
    47374it [03:47, 273.95it/s]
    47402it [03:47, 268.20it/s]
    47429it [03:47, 267.39it/s]
    47457it [03:47, 270.63it/s]
    47488it [03:47, 281.93it/s]
    47517it [03:47, 272.75it/s]
    47545it [03:47, 273.70it/s]
    47576it [03:47, 276.99it/s]
    47606it [03:48, 282.93it/s]
    47635it [03:48, 278.42it/s]
    47665it [03:48, 283.94it/s]
    47694it [03:48, 275.55it/s]
    47722it [03:48, 264.53it/s]
    47749it [03:48, 262.71it/s]
    47776it [03:48, 262.06it/s]
    47803it [03:48, 243.37it/s]
    47828it [03:48, 243.07it/s]
    47856it [03:49, 249.71it/s]
    47883it [03:49, 253.59it/s]
    47910it [03:49, 258.01it/s]
    47936it [03:49, 251.95it/s]
    47962it [03:49, 253.60it/s]
    47988it [03:49, 245.74it/s]
    48013it [03:49, 240.82it/s]
    48041it [03:49, 250.25it/s]
    48070it [03:49, 261.07it/s]
    48097it [03:49, 254.20it/s]
    48123it [03:50, 248.00it/s]
    48150it [03:50, 249.84it/s]
    48178it [03:50, 256.04it/s]
    48204it [03:50, 241.26it/s]
    48229it [03:50, 241.30it/s]
    48254it [03:50, 242.41it/s]
    48283it [03:50, 251.54it/s]
    48309it [03:50, 250.96it/s]
    48335it [03:50, 244.31it/s]
    48360it [03:51, 216.86it/s]
    48384it [03:51, 219.92it/s]
    48407it [03:51, 211.48it/s]
    48430it [03:51, 216.41it/s]
    48454it [03:51, 220.20it/s]
    48477it [03:51, 221.19it/s]
    48506it [03:51, 240.21it/s]
    48536it [03:51, 256.73it/s]
    48563it [03:51, 257.18it/s]
    48592it [03:52, 265.97it/s]
    48619it [03:52, 262.94it/s]
    48647it [03:52, 264.58it/s]
    48675it [03:52, 267.65it/s]
    48704it [03:52, 273.83it/s]
    48732it [03:52, 270.55it/s]
    48760it [03:52, 271.00it/s]
    48788it [03:52, 259.02it/s]
    48816it [03:52, 264.57it/s]
    48843it [03:53, 197.56it/s]
    48869it [03:53, 212.15it/s]
    48893it [03:53, 214.17it/s]
    48920it [03:53, 227.24it/s]
    48950it [03:53, 245.52it/s]
    48976it [03:53, 246.76it/s]
    49002it [03:53, 242.89it/s]
    49028it [03:53, 245.19it/s]
    49053it [03:53, 246.32it/s]
    49080it [03:54, 252.18it/s]
    49111it [03:54, 265.53it/s]
    49138it [03:54, 264.69it/s]
    49165it [03:54, 259.00it/s]
    49191it [03:54, 236.12it/s]
    49216it [03:54, 186.31it/s]
    49238it [03:54, 192.74it/s]
    49263it [03:54, 206.03it/s]
    49289it [03:55, 218.40it/s]
    49322it [03:55, 245.43it/s]
    49356it [03:55, 269.16it/s]
    49384it [03:55, 268.62it/s]
    49412it [03:55, 261.22it/s]
    49440it [03:55, 266.42it/s]
    49467it [03:55, 242.88it/s]
    49495it [03:55, 252.13it/s]
    49521it [03:55, 247.32it/s]
    49547it [03:55, 245.09it/s]
    49573it [03:56, 248.14it/s]
    49600it [03:56, 249.88it/s]
    49626it [03:56, 237.62it/s]
    49650it [03:56, 191.42it/s]
    49671it [03:56, 189.62it/s]
    49697it [03:56, 206.60it/s]
    49727it [03:56, 230.42it/s]
    49754it [03:56, 240.07it/s]
    49783it [03:57, 252.44it/s]
    49812it [03:57, 259.89it/s]
    49843it [03:57, 273.19it/s]
    49875it [03:57, 286.23it/s]
    49905it [03:57, 288.27it/s]
    49935it [03:57, 283.97it/s]
    49964it [03:57, 274.42it/s]
    49992it [03:57, 272.44it/s]
    50021it [03:57, 275.51it/s]
    50049it [03:57, 270.06it/s]
    50078it [03:58, 274.32it/s]
    50106it [03:58, 264.51it/s]
    50133it [03:58, 188.75it/s]
    50155it [03:58, 194.56it/s]
    50182it [03:58, 211.92it/s]
    50208it [03:58, 223.96it/s]
    50233it [03:58, 224.88it/s]
    50266it [03:58, 251.87it/s]
    50295it [03:59, 260.24it/s]
    50325it [03:59, 268.88it/s]
    50353it [03:59, 247.76it/s]
    50379it [03:59, 242.92it/s]
    50404it [03:59, 241.67it/s]
    50429it [03:59, 163.14it/s]
    50451it [03:59, 174.72it/s]
    50478it [03:59, 196.31it/s]
    50504it [04:00, 211.47it/s]
    50528it [04:00, 203.13it/s]
    50550it [04:00, 198.70it/s]
    50571it [04:00, 182.42it/s]
    50591it [04:00, 180.10it/s]
    50610it [04:00, 138.90it/s]
    50627it [04:00, 145.39it/s]
    50651it [04:01, 166.59it/s]
    50670it [04:01, 120.74it/s]
    50685it [04:01, 74.21it/s] 
    50715it [04:01, 106.54it/s]
    50745it [04:01, 139.43it/s]
    50776it [04:02, 172.34it/s]
    50801it [04:02, 188.60it/s]
    50825it [04:02, 199.77it/s]
    50850it [04:02, 210.87it/s]
    50875it [04:02, 219.88it/s]
    50900it [04:02, 220.44it/s]
    50924it [04:02, 223.93it/s]
    50948it [04:02, 220.71it/s]
    50974it [04:02, 231.44it/s]
    50998it [04:02, 228.10it/s]
    51025it [04:03, 239.12it/s]
    51050it [04:03, 236.26it/s]
    51074it [04:03, 221.75it/s]
    51101it [04:03, 233.45it/s]
    51129it [04:03, 245.12it/s]
    51162it [04:03, 267.65it/s]
    51190it [04:03, 249.05it/s]
    51221it [04:03, 257.26it/s]
    51248it [04:04, 224.50it/s]
    51272it [04:04, 222.84it/s]
    51295it [04:04, 218.12it/s]
    51322it [04:04, 231.20it/s]
    51347it [04:04, 235.80it/s]
    51372it [04:04, 238.71it/s]
    51400it [04:04, 249.81it/s]
    51427it [04:04, 254.13it/s]
    51457it [04:04, 266.82it/s]
    51484it [04:04, 252.18it/s]
    51510it [04:05, 248.10it/s]
    51535it [04:05, 242.43it/s]
    51561it [04:05, 245.97it/s]
    51586it [04:05, 245.38it/s]
    51614it [04:05, 253.85it/s]
    51640it [04:05, 239.09it/s]
    51671it [04:05, 256.02it/s]
    51699it [04:05, 262.26it/s]
    51726it [04:05, 258.95it/s]
    51753it [04:06, 252.51it/s]
    51779it [04:06, 219.20it/s]
    51802it [04:06, 216.04it/s]
    51826it [04:06, 221.12it/s]
    51849it [04:06, 211.43it/s]
    51881it [04:06, 236.83it/s]
    51906it [04:06, 237.07it/s]
    51930it [04:06, 234.93it/s]
    51957it [04:06, 244.38it/s]
    51984it [04:07, 250.99it/s]
    52010it [04:07, 252.66it/s]
    52038it [04:07, 258.45it/s]
    52066it [04:07, 264.18it/s]
    52093it [04:07, 257.44it/s]
    52123it [04:07, 266.88it/s]
    52150it [04:07, 265.03it/s]
    52177it [04:07, 256.89it/s]
    52203it [04:07, 242.43it/s]
    52229it [04:08, 246.67it/s]
    52254it [04:08, 243.85it/s]
    52279it [04:08, 239.17it/s]
    52308it [04:08, 252.66it/s]
    52337it [04:08, 262.54it/s]
    52364it [04:08, 216.32it/s]
    52388it [04:08, 214.11it/s]
    52411it [04:08, 213.95it/s]
    52435it [04:08, 219.99it/s]
    52462it [04:09, 232.26it/s]
    52486it [04:09, 222.00it/s]
    52511it [04:09, 229.18it/s]
    52539it [04:09, 242.54it/s]
    52564it [04:09, 238.14it/s]
    52589it [04:09, 234.11it/s]
    52613it [04:09, 233.64it/s]
    52640it [04:09, 237.59it/s]
    52666it [04:09, 243.07it/s]
    52691it [04:10, 241.27it/s]
    52719it [04:10, 251.48it/s]
    52746it [04:10, 256.26it/s]
    52772it [04:10, 254.20it/s]
    52799it [04:10, 258.17it/s]
    52827it [04:10, 263.54it/s]
    52856it [04:10, 269.29it/s]
    52883it [04:10, 246.94it/s]
    52909it [04:10, 221.10it/s]
    52932it [04:11, 214.15it/s]
    52954it [04:11, 204.81it/s]
    52975it [04:11, 197.25it/s]
    52999it [04:11, 207.17it/s]
    53023it [04:11, 211.44it/s]
    53048it [04:11, 220.46it/s]
    53072it [04:11, 225.69it/s]
    53095it [04:11, 223.48it/s]
    53121it [04:11, 231.54it/s]
    53146it [04:11, 236.68it/s]
    53171it [04:12, 238.79it/s]
    53200it [04:12, 253.06it/s]
    53227it [04:12, 256.76it/s]
    53257it [04:12, 264.76it/s]
    53284it [04:12, 261.65it/s]
    53311it [04:12, 245.19it/s]
    53336it [04:12, 191.80it/s]
    53358it [04:13, 155.71it/s]
    53384it [04:13, 176.99it/s]
    53412it [04:13, 200.62it/s]
    53435it [04:13, 204.42it/s]
    53463it [04:13, 223.09it/s]
    53490it [04:13, 235.67it/s]
    53521it [04:13, 255.97it/s]
    53548it [04:13, 245.57it/s]
    53574it [04:13, 239.42it/s]
    53599it [04:13, 241.82it/s]
    53624it [04:14, 204.73it/s]
    53646it [04:14, 171.28it/s]
    53665it [04:14, 143.09it/s]
    53689it [04:14, 163.32it/s]
    53714it [04:14, 181.02it/s]
    53740it [04:14, 198.30it/s]
    53770it [04:14, 224.40it/s]
    53798it [04:15, 237.83it/s]
    53825it [04:15, 244.53it/s]
    53851it [04:15, 242.04it/s]
    53876it [04:15, 226.06it/s]
    53900it [04:15, 219.95it/s]
    53923it [04:15, 195.24it/s]
    53944it [04:15, 176.13it/s]
    53963it [04:15, 165.10it/s]
    53990it [04:16, 189.81it/s]
    54014it [04:16, 201.16it/s]
    54040it [04:16, 215.97it/s]
    54063it [04:16, 216.79it/s]
    54089it [04:16, 228.41it/s]
    54113it [04:16, 231.60it/s]
    54137it [04:16, 228.57it/s]
    54161it [04:16, 223.77it/s]
    54184it [04:16, 215.29it/s]
    54206it [04:17, 179.66it/s]
    54225it [04:17, 171.25it/s]
    54248it [04:17, 184.15it/s]
    54270it [04:17, 192.08it/s]
    54294it [04:17, 204.65it/s]
    54316it [04:17, 195.89it/s]
    54337it [04:17, 165.49it/s]
    54355it [04:17, 157.57it/s]
    54372it [04:18, 141.83it/s]
    54392it [04:18, 153.88it/s]
    54415it [04:18, 172.10it/s]
    54434it [04:18, 135.24it/s]
    54450it [04:18, 109.11it/s]
    54463it [04:18, 108.84it/s]
    54476it [04:19, 84.35it/s] 
    54487it [04:19, 67.98it/s]
    54508it [04:19, 90.65it/s]
    54533it [04:19, 120.01it/s]
    54556it [04:19, 142.95it/s]
    54575it [04:19, 153.03it/s]
    54598it [04:19, 170.75it/s]
    54618it [04:20, 169.82it/s]
    54637it [04:20, 169.21it/s]
    54657it [04:20, 174.99it/s]
    54681it [04:20, 190.61it/s]
    54705it [04:20, 202.73it/s]
    54733it [04:20, 221.03it/s]
    54758it [04:20, 228.66it/s]
    54785it [04:20, 237.76it/s]
    54810it [04:20, 233.31it/s]
    54834it [04:21, 222.49it/s]
    54857it [04:21, 209.63it/s]
    54879it [04:21, 204.67it/s]
    54900it [04:21, 197.28it/s]
    54920it [04:21, 191.47it/s]
    54942it [04:21, 198.65it/s]
    54962it [04:21, 173.90it/s]
    54986it [04:21, 188.86it/s]
    55009it [04:21, 199.85it/s]
    55030it [04:22, 198.30it/s]
    55059it [04:22, 222.81it/s]
    55082it [04:22, 222.08it/s]
    55105it [04:22, 215.62it/s]
    55127it [04:22, 205.09it/s]
    55148it [04:22, 198.34it/s]
    55169it [04:22, 191.81it/s]
    55194it [04:22, 202.30it/s]
    55216it [04:22, 204.35it/s]
    55238it [04:23, 208.59it/s]
    55259it [04:23, 207.35it/s]
    55281it [04:23, 205.76it/s]
    55303it [04:23, 206.66it/s]
    55325it [04:23, 209.63it/s]
    55351it [04:23, 223.01it/s]
    55377it [04:23, 229.58it/s]
    55400it [04:23, 229.59it/s]
    55423it [04:23, 222.03it/s]
    55449it [04:23, 230.39it/s]
    55473it [04:24, 220.29it/s]
    55496it [04:24, 222.24it/s]
    55519it [04:24, 189.60it/s]
    55539it [04:24, 173.34it/s]
    55560it [04:24, 182.26it/s]
    55586it [04:24, 193.76it/s]
    55606it [04:24, 192.67it/s]
    55627it [04:24, 193.45it/s]
    55652it [04:25, 208.10it/s]
    55680it [04:25, 226.73it/s]
    55704it [04:25, 228.72it/s]
    55729it [04:25, 234.34it/s]
    55755it [04:25, 241.20it/s]
    55783it [04:25, 250.35it/s]
    55811it [04:25, 255.19it/s]
    55839it [04:25, 260.50it/s]
    55866it [04:25, 231.74it/s]
    55890it [04:26, 211.37it/s]
    55912it [04:26, 207.14it/s]
    55934it [04:26, 190.33it/s]
    55954it [04:26, 177.94it/s]
    55973it [04:26, 179.76it/s]
    55992it [04:26, 162.79it/s]
    56016it [04:26, 178.12it/s]
    56041it [04:26, 193.19it/s]
    56067it [04:26, 210.69it/s]
    56095it [04:27, 229.49it/s]
    56122it [04:27, 239.33it/s]
    56150it [04:27, 250.14it/s]
    56176it [04:27, 251.65it/s]
    56202it [04:27, 240.97it/s]
    56227it [04:27, 228.48it/s]
    56251it [04:27, 165.37it/s]
    56271it [04:28, 158.09it/s]
    56289it [04:28, 148.06it/s]
    56311it [04:28, 162.18it/s]
    56330it [04:28, 167.88it/s]
    56359it [04:28, 195.51it/s]
    56387it [04:28, 216.95it/s]
    56412it [04:28, 224.57it/s]
    56436it [04:28, 189.11it/s]
    56457it [04:29, 157.60it/s]
    56475it [04:29, 138.80it/s]
    56492it [04:29, 145.11it/s]
    56516it [04:29, 164.20it/s]
    56546it [04:29, 195.73it/s]
    56573it [04:29, 212.85it/s]
    56602it [04:29, 232.21it/s]
    56627it [04:29, 180.82it/s]
    56648it [04:30, 157.92it/s]
    56669it [04:30, 167.96it/s]
    56689it [04:30, 173.74it/s]
    56708it [04:30, 172.59it/s]
    56727it [04:30, 132.00it/s]
    56751it [04:30, 153.11it/s]
    56770it [04:30, 158.43it/s]
    56788it [04:31, 139.26it/s]
    56804it [04:31, 133.85it/s]
    56827it [04:31, 154.29it/s]
    56844it [04:31, 142.58it/s]
    56860it [04:31, 139.34it/s]
    56875it [04:31, 110.08it/s]
    56888it [04:32, 76.15it/s] 
    56902it [04:32, 85.96it/s]
    56927it [04:32, 117.45it/s]
    56948it [04:32, 136.36it/s]
    56966it [04:32, 144.60it/s]
    56984it [04:32, 152.74it/s]
    57002it [04:32, 154.88it/s]
    57020it [04:32, 158.83it/s]
    57038it [04:32, 163.96it/s]
    57056it [04:33, 160.80it/s]
    57073it [04:33, 158.00it/s]
    57093it [04:33, 168.89it/s]
    57112it [04:33, 174.68it/s]
    57130it [04:33, 158.15it/s]
    57150it [04:33, 168.87it/s]
    57168it [04:33, 168.66it/s]
    57187it [04:33, 172.74it/s]
    57208it [04:33, 182.64it/s]
    57230it [04:34, 192.72it/s]
    57250it [04:34, 193.16it/s]
    57272it [04:34, 199.51it/s]
    57294it [04:34, 202.79it/s]
    57315it [04:34, 203.74it/s]
    57340it [04:34, 216.45it/s]
    57362it [04:34, 194.39it/s]
    57383it [04:34, 196.31it/s]
    57403it [04:34, 181.25it/s]
    57422it [04:35, 166.05it/s]
    57440it [04:35, 145.55it/s]
    57459it [04:35, 153.21it/s]
    57475it [04:35, 153.47it/s]
    57494it [04:35, 161.05it/s]
    57511it [04:35, 162.63it/s]
    57529it [04:35, 166.69it/s]
    57551it [04:35, 180.25it/s]
    57570it [04:35, 181.99it/s]
    57589it [04:36, 170.79it/s]
    57607it [04:36, 163.12it/s]
    57624it [04:36, 146.40it/s]
    57640it [04:36, 141.57it/s]
    57657it [04:36, 146.55it/s]
    57680it [04:36, 168.05it/s]
    57700it [04:36, 174.89it/s]
    57718it [04:36, 174.71it/s]
    57739it [04:37, 184.54it/s]
    57758it [04:37, 182.25it/s]
    57777it [04:37, 165.83it/s]
    57794it [04:37, 159.86it/s]
    57812it [04:37, 163.44it/s]
    57829it [04:37, 144.55it/s]
    57844it [04:37, 134.98it/s]
    57860it [04:37, 138.79it/s]
    57883it [04:37, 157.94it/s]
    57904it [04:38, 167.95it/s]
    57922it [04:38, 160.16it/s]
    57939it [04:38, 159.86it/s]
    57956it [04:38, 154.58it/s]
    57972it [04:38, 155.49it/s]
    57988it [04:38, 126.67it/s]
    58002it [04:38, 113.57it/s]
    58028it [04:38, 147.24it/s]
    58053it [04:39, 169.78it/s]
    58072it [04:39, 156.36it/s]
    58089it [04:39, 110.48it/s]
    58114it [04:39, 137.27it/s]
    58131it [04:39, 118.92it/s]
    58146it [04:39, 117.43it/s]
    58164it [04:40, 106.28it/s]
    58176it [04:40, 102.81it/s]
    58188it [04:40, 66.60it/s] 
    58209it [04:40, 89.30it/s]
    58227it [04:40, 105.51it/s]
    58245it [04:40, 119.13it/s]
    58266it [04:41, 138.67it/s]
    58283it [04:41, 137.78it/s]
    58299it [04:41, 131.42it/s]
    58314it [04:41, 112.26it/s]
    58327it [04:41, 113.79it/s]
    58341it [04:41, 119.92it/s]
    58357it [04:41, 124.79it/s]
    58381it [04:41, 153.47it/s]
    58398it [04:42, 152.36it/s]
    58414it [04:42, 141.53it/s]
    58429it [04:42, 135.14it/s]
    58443it [04:42, 119.54it/s]
    58456it [04:42, 113.78it/s]
    58473it [04:42, 126.30it/s]
    58491it [04:42, 138.86it/s]
    58507it [04:42, 141.21it/s]
    58522it [04:43, 129.38it/s]
    58536it [04:43, 124.35it/s]
    58551it [04:43, 130.75it/s]
    58565it [04:43, 128.60it/s]
    58579it [04:43, 114.65it/s]
    58595it [04:43, 123.80it/s]
    58611it [04:43, 131.68it/s]
    58625it [04:43, 122.00it/s]
    58638it [04:44, 123.76it/s]
    58651it [04:44, 103.61it/s]
    58663it [04:44, 92.68it/s] 
    58683it [04:44, 117.10it/s]
    58696it [04:44, 91.29it/s] 
    58707it [04:45, 66.92it/s]
    58724it [04:45, 84.51it/s]
    58736it [04:45, 89.83it/s]
    58747it [04:45, 92.74it/s]
    58762it [04:45, 105.55it/s]
    58774it [04:45, 101.61it/s]
    58786it [04:45, 100.93it/s]
    58798it [04:45, 105.33it/s]
    58812it [04:45, 113.19it/s]
    58824it [04:46, 96.94it/s] 
    58835it [04:46, 83.87it/s]
    58854it [04:46, 107.01it/s]
    58876it [04:46, 134.24it/s]
    58894it [04:46, 145.79it/s]
    58910it [04:46, 145.62it/s]
    58926it [04:46, 148.77it/s]
    58942it [04:46, 143.85it/s]
    58957it [04:46, 141.56it/s]
    58972it [04:47, 132.21it/s]
    58986it [04:47, 125.58it/s]
    59008it [04:47, 149.16it/s]
    59030it [04:47, 166.49it/s]
    59053it [04:47, 183.72it/s]
    59072it [04:47, 183.73it/s]
    59091it [04:47, 181.41it/s]
    59111it [04:47, 180.82it/s]
    59135it [04:47, 196.14it/s]
    59157it [04:48, 196.98it/s]
    59177it [04:48, 185.31it/s]
    59196it [04:48, 175.82it/s]
    59214it [04:48, 159.29it/s]
    59231it [04:48, 150.72it/s]
    59247it [04:48, 141.87it/s]
    59266it [04:48, 153.90it/s]
    59287it [04:48, 167.80it/s]
    59307it [04:49, 175.24it/s]
    59332it [04:49, 195.48it/s]
    59357it [04:49, 210.67it/s]
    59379it [04:49, 204.14it/s]
    59400it [04:49, 193.77it/s]
    59420it [04:49, 178.37it/s]
    59439it [04:49, 176.05it/s]
    59457it [04:49, 172.94it/s]
    59475it [04:49, 165.65it/s]
    59492it [04:50, 164.79it/s]
    59509it [04:50, 153.19it/s]
    59529it [04:50, 165.20it/s]
    59550it [04:50, 175.14it/s]
    59575it [04:50, 195.71it/s]
    59601it [04:50, 211.57it/s]
    59623it [04:50, 212.35it/s]
    59647it [04:50, 219.65it/s]
    59670it [04:50, 219.14it/s]
    59693it [04:51, 177.73it/s]
    59713it [04:51, 171.64it/s]
    59732it [04:51, 158.41it/s]
    59750it [04:51, 161.72it/s]
    59769it [04:51, 168.86it/s]
    59791it [04:51, 180.77it/s]
    59810it [04:51, 183.19it/s]
    59829it [04:51, 171.94it/s]
    59847it [04:52, 129.54it/s]
    59862it [04:52, 133.51it/s]
    59877it [04:52, 80.74it/s] 
    59900it [04:52, 105.85it/s]
    59924it [04:52, 131.43it/s]
    59950it [04:52, 159.11it/s]
    59975it [04:53, 178.89it/s]
    60000it [04:53, 194.79it/s]
    60023it [04:53, 197.37it/s]
    60046it [04:53, 203.78it/s]
    60068it [04:53, 197.70it/s]
    60089it [04:53, 184.20it/s]
    60109it [04:53, 185.90it/s]
    60129it [04:53, 183.16it/s]
    60150it [04:53, 189.23it/s]
    60172it [04:54, 193.30it/s]
    60193it [04:54, 196.86it/s]
    60214it [04:54, 200.46it/s]
    60236it [04:54, 204.04it/s]
    60257it [04:54, 190.57it/s]
    60281it [04:54, 204.07it/s]
    60309it [04:54, 223.73it/s]
    60335it [04:54, 233.32it/s]
    60359it [04:54, 233.43it/s]
    60384it [04:54, 237.03it/s]
    60408it [04:55, 231.91it/s]
    60432it [04:55, 226.96it/s]
    60456it [04:55, 228.81it/s]
    60479it [04:55, 211.95it/s]
    60501it [04:55, 204.72it/s]
    60522it [04:55, 201.43it/s]
    60543it [04:55, 193.20it/s]
    60566it [04:55, 200.44it/s]
    60592it [04:55, 211.51it/s]
    60618it [04:56, 223.76it/s]
    60641it [04:56, 220.82it/s]
    60664it [04:56, 189.95it/s]
    60690it [04:56, 206.86it/s]
    60714it [04:56, 215.55it/s]
    60745it [04:56, 241.18it/s]
    60774it [04:56, 253.16it/s]
    60801it [04:56, 256.80it/s]
    60829it [04:56, 262.47it/s]
    60858it [04:57, 268.81it/s]
    60886it [04:57, 269.20it/s]
    60914it [04:57, 268.84it/s]
    60941it [04:57, 267.61it/s]
    60968it [04:57, 255.35it/s]
    60994it [04:57, 234.82it/s]
    61018it [04:57, 226.98it/s]
    61043it [04:57, 229.92it/s]
    61067it [04:57, 202.26it/s]
    61088it [04:58, 201.96it/s]
    61115it [04:58, 216.83it/s]
    61138it [04:58, 195.86it/s]
    61170it [04:58, 226.74it/s]
    61196it [04:58, 233.46it/s]
    61221it [04:58, 237.20it/s]
    61246it [04:58, 237.05it/s]
    61276it [04:58, 253.50it/s]
    61306it [04:58, 265.94it/s]
    61333it [04:59, 263.26it/s]
    61361it [04:59, 267.42it/s]
    61388it [04:59, 261.95it/s]
    61415it [04:59, 255.08it/s]
    61441it [04:59, 253.29it/s]
    61467it [04:59, 246.17it/s]
    61492it [04:59, 240.57it/s]
    61517it [04:59, 239.12it/s]
    61541it [04:59, 221.88it/s]
    61564it [05:00, 221.91it/s]
    61587it [05:00, 208.15it/s]
    61609it [05:00, 183.11it/s]
    61628it [05:00, 171.10it/s]
    61650it [05:00, 182.52it/s]
    61674it [05:00, 197.26it/s]
    61702it [05:00, 218.97it/s]
    61729it [05:00, 232.11it/s]
    61762it [05:00, 254.85it/s]
    61790it [05:01, 261.09it/s]
    61818it [05:01, 265.12it/s]
    61845it [05:01, 254.61it/s]
    61872it [05:01, 256.68it/s]
    61901it [05:01, 262.31it/s]
    61928it [05:01, 259.08it/s]
    61955it [05:01, 261.11it/s]
    61982it [05:01, 244.57it/s]
    62007it [05:01, 238.95it/s]
    62032it [05:02, 209.48it/s]
    62054it [05:02, 177.16it/s]
    62075it [05:02, 184.21it/s]
    62100it [05:02, 200.07it/s]
    62128it [05:02, 219.64it/s]
    62159it [05:02, 243.67it/s]
    62189it [05:02, 258.68it/s]
    62226it [05:02, 288.31it/s]
    62256it [05:03, 290.80it/s]
    62286it [05:03, 286.18it/s]
    62315it [05:03, 279.44it/s]
    62344it [05:03, 256.55it/s]
    62371it [05:03, 248.26it/s]
    62397it [05:03, 206.18it/s]
    62419it [05:03, 176.51it/s]
    62441it [05:03, 184.94it/s]
    62466it [05:04, 200.17it/s]
    62498it [05:04, 230.59it/s]
    62537it [05:04, 272.36it/s]
    62566it [05:04, 262.51it/s]
    62594it [05:04, 251.80it/s]
    62620it [05:04, 197.92it/s]
    62642it [05:04, 148.87it/s]
    62666it [05:05, 166.01it/s]
    62690it [05:05, 181.45it/s]
    62711it [05:05, 132.24it/s]
    62728it [05:05, 135.63it/s]
    62745it [05:05, 113.55it/s]
    62762it [05:05, 124.37it/s]
    62777it [05:06, 107.97it/s]
    62802it [05:06, 135.97it/s]
    62824it [05:06, 154.21it/s]
    62846it [05:06, 169.04it/s]
    62871it [05:06, 188.56it/s]
    62896it [05:06, 201.85it/s]
    62918it [05:06, 196.77it/s]
    62941it [05:06, 205.27it/s]
    62964it [05:06, 208.51it/s]
    62989it [05:07, 219.82it/s]
    63014it [05:07, 224.71it/s]
    63039it [05:07, 230.23it/s]
    63063it [05:07, 227.14it/s]
    63087it [05:07, 230.45it/s]
    63112it [05:07, 235.26it/s]
    63142it [05:07, 253.69it/s]
    63171it [05:07, 263.77it/s]
    63199it [05:07, 265.92it/s]
    63227it [05:07, 267.48it/s]
    63255it [05:08, 269.35it/s]
    63283it [05:08, 272.35it/s]
    63311it [05:08, 269.27it/s]
    63340it [05:08, 272.41it/s]
    63368it [05:08, 262.10it/s]
    63395it [05:08, 252.21it/s]
    63422it [05:08, 257.17it/s]
    63448it [05:08, 246.74it/s]
    63474it [05:08, 248.46it/s]
    63499it [05:09, 237.00it/s]
    63524it [05:09, 239.82it/s]
    63550it [05:09, 245.23it/s]
    63575it [05:09, 236.61it/s]
    63601it [05:09, 241.31it/s]
    63626it [05:09, 235.39it/s]
    63650it [05:09, 235.19it/s]
    63677it [05:09, 240.41it/s]
    63702it [05:09, 238.89it/s]
    63735it [05:09, 262.52it/s]
    63765it [05:10, 268.39it/s]
    63795it [05:10, 276.62it/s]
    63825it [05:10, 282.13it/s]
    63854it [05:10, 277.90it/s]
    63884it [05:10, 283.20it/s]
    63913it [05:10, 277.60it/s]
    63942it [05:10, 276.37it/s]
    63970it [05:10, 266.57it/s]
    63997it [05:10, 263.08it/s]
    64024it [05:11, 253.15it/s]
    64050it [05:11, 242.74it/s]
    64075it [05:11, 233.69it/s]
    64101it [05:11, 238.79it/s]
    64128it [05:11, 245.57it/s]
    64154it [05:11, 247.51it/s]
    64179it [05:11, 240.40it/s]
    64206it [05:11, 248.75it/s]
    64231it [05:11, 241.27it/s]
    64256it [05:12, 235.05it/s]
    64286it [05:12, 249.53it/s]
    64312it [05:12, 248.69it/s]
    64341it [05:12, 260.10it/s]
    64368it [05:12, 258.23it/s]
    64399it [05:12, 270.33it/s]
    64427it [05:12, 266.88it/s]
    64457it [05:12, 274.77it/s]
    64487it [05:12, 279.29it/s]
    64515it [05:12, 273.69it/s]
    64543it [05:13, 257.23it/s]
    64569it [05:13, 253.52it/s]
    64595it [05:13, 245.80it/s]
    64622it [05:13, 251.96it/s]
    64648it [05:13, 223.65it/s]
    64671it [05:13, 209.83it/s]
    64696it [05:13, 219.90it/s]
    64719it [05:13, 216.37it/s]
    64747it [05:13, 232.40it/s]
    64776it [05:14, 247.99it/s]
    64802it [05:14, 249.95it/s]
    64830it [05:14, 257.84it/s]
    64859it [05:14, 266.97it/s]
    64886it [05:14, 263.60it/s]
    64913it [05:14, 265.15it/s]
    64940it [05:14, 264.87it/s]
    64969it [05:14, 271.41it/s]
    64999it [05:14, 277.02it/s]
    65027it [05:15, 277.49it/s]
    65055it [05:15, 267.99it/s]
    65084it [05:15, 273.05it/s]
    65112it [05:15, 253.62it/s]
    65142it [05:15, 265.16it/s]
    65169it [05:15, 262.11it/s]
    65196it [05:15, 256.19it/s]
    65222it [05:15, 250.37it/s]
    65249it [05:15, 253.00it/s]
    65278it [05:15, 261.21it/s]
    65305it [05:16, 259.52it/s]
    65332it [05:16, 245.22it/s]
    65358it [05:16, 248.10it/s]
    65383it [05:16, 230.39it/s]
    65411it [05:16, 242.77it/s]
    65437it [05:16, 247.17it/s]
    65463it [05:16, 249.75it/s]
    65492it [05:16, 260.14it/s]
    65522it [05:16, 271.67it/s]
    65551it [05:17, 273.03it/s]
    65579it [05:17, 265.66it/s]
    65606it [05:17, 265.44it/s]
    65635it [05:17, 270.12it/s]
    65663it [05:17, 262.13it/s]
    65690it [05:17, 261.05it/s]
    65717it [05:17, 261.31it/s]
    65744it [05:17, 253.47it/s]
    65772it [05:17, 260.29it/s]
    65799it [05:18, 251.63it/s]
    65825it [05:18, 243.86it/s]
    65850it [05:18, 221.39it/s]
    65873it [05:18, 202.23it/s]
    65897it [05:18, 210.77it/s]
    65922it [05:18, 219.18it/s]
    65947it [05:18, 227.40it/s]
    65976it [05:18, 244.23it/s]
    66004it [05:18, 251.57it/s]
    66036it [05:19, 271.19it/s]
    66067it [05:19, 279.69it/s]
    66096it [05:19, 273.01it/s]
    66128it [05:19, 284.98it/s]
    66158it [05:19, 286.89it/s]
    66187it [05:19, 286.61it/s]
    66216it [05:19, 280.85it/s]
    66245it [05:19, 263.82it/s]
    66273it [05:19, 264.49it/s]
    66300it [05:20, 203.15it/s]
    66328it [05:20, 221.07it/s]
    66358it [05:20, 239.28it/s]
    66387it [05:20, 251.00it/s]
    66414it [05:20, 252.50it/s]
    66444it [05:20, 264.25it/s]
    66481it [05:20, 292.11it/s]
    66511it [05:20, 290.47it/s]
    66542it [05:20, 295.61it/s]
    66572it [05:21, 281.96it/s]
    66601it [05:21, 254.72it/s]
    66628it [05:21, 181.02it/s]
    66654it [05:21, 195.42it/s]
    66688it [05:21, 227.37it/s]
    66717it [05:21, 242.09it/s]
    66746it [05:21, 253.46it/s]
    66779it [05:21, 272.88it/s]
    66808it [05:22, 266.52it/s]
    66836it [05:22, 172.03it/s]
    66863it [05:22, 191.39it/s]
    66897it [05:22, 224.09it/s]
    66924it [05:22, 221.02it/s]
    66950it [05:22, 216.12it/s]
    66974it [05:23, 166.40it/s]
    67002it [05:23, 189.60it/s]
    67025it [05:23, 197.71it/s]
    67048it [05:23, 199.04it/s]
    67070it [05:23, 189.47it/s]
    67091it [05:23, 149.21it/s]
    67108it [05:23, 152.58it/s]
    67125it [05:24, 116.59it/s]
    67149it [05:24, 141.16it/s]
    67173it [05:24, 162.66it/s]
    67200it [05:24, 187.90it/s]
    67225it [05:24, 202.68it/s]
    67250it [05:24, 213.98it/s]
    67274it [05:24, 220.08it/s]
    67302it [05:24, 235.27it/s]
    67327it [05:24, 231.43it/s]
    67351it [05:25, 229.18it/s]
    67382it [05:25, 250.11it/s]
    67408it [05:25, 251.82it/s]
    67438it [05:25, 264.08it/s]
    67465it [05:25, 256.84it/s]
    67494it [05:25, 265.10it/s]
    67521it [05:25, 254.24it/s]
    67547it [05:25, 246.55it/s]
    67572it [05:25, 245.55it/s]
    67602it [05:25, 258.85it/s]
    67635it [05:26, 279.19it/s]
    67669it [05:26, 294.70it/s]
    67699it [05:26, 279.19it/s]
    67728it [05:26, 272.61it/s]
    67756it [05:26, 266.71it/s]
    67783it [05:26, 259.28it/s]
    67810it [05:26, 247.74it/s]
    67836it [05:26, 247.93it/s]
    67861it [05:26, 243.63it/s]
    67890it [05:27, 254.56it/s]
    67919it [05:27, 262.63it/s]
    67946it [05:27, 251.72it/s]
    67973it [05:27, 255.31it/s]
    67999it [05:27, 246.84it/s]
    68027it [05:27, 256.09it/s]
    68053it [05:27, 251.88it/s]
    68080it [05:27, 251.91it/s]
    68106it [05:27, 252.74it/s]
    68135it [05:28, 263.39it/s]
    68171it [05:28, 291.61it/s]
    68201it [05:28, 287.50it/s]
    68230it [05:28, 276.25it/s]
    68258it [05:28, 276.27it/s]
    68286it [05:28, 267.22it/s]
    68313it [05:28, 267.69it/s]
    68340it [05:28, 267.24it/s]
    68367it [05:28, 267.25it/s]
    68397it [05:28, 274.40it/s]
    68427it [05:29, 280.27it/s]
    68456it [05:29, 281.04it/s]
    68485it [05:29, 269.99it/s]
    68513it [05:29, 271.75it/s]
    68541it [05:29, 253.70it/s]
    68568it [05:29, 257.27it/s]
    68595it [05:29, 260.39it/s]
    68622it [05:29, 249.00it/s]
    68649it [05:29, 253.69it/s]
    68677it [05:30, 258.75it/s]
    68705it [05:30, 261.50it/s]
    68732it [05:30, 251.27it/s]
    68762it [05:30, 260.50it/s]
    68789it [05:30, 256.98it/s]
    68822it [05:30, 276.99it/s]
    68851it [05:30, 279.07it/s]
    68880it [05:30, 270.26it/s]
    68908it [05:30, 272.29it/s]
    68940it [05:31, 285.55it/s]
    68970it [05:31, 288.41it/s]
    69003it [05:31, 297.86it/s]
    69037it [05:31, 308.32it/s]
    69068it [05:31, 305.99it/s]
    69099it [05:31, 293.73it/s]
    69129it [05:31, 283.81it/s]
    69158it [05:31, 266.19it/s]
    69185it [05:31, 262.11it/s]
    69214it [05:31, 269.14it/s]
    69243it [05:32, 274.06it/s]
    69271it [05:32, 255.36it/s]
    69297it [05:32, 234.28it/s]
    69326it [05:32, 247.94it/s]
    69353it [05:32, 252.97it/s]
    69381it [05:32, 259.47it/s]
    69408it [05:32, 255.37it/s]
    69437it [05:32, 264.81it/s]
    69464it [05:32, 261.38it/s]
    69491it [05:33, 263.13it/s]
    69521it [05:33, 271.70it/s]
    69549it [05:33, 263.60it/s]
    69577it [05:33, 267.33it/s]
    69610it [05:33, 285.35it/s]
    69639it [05:33, 281.50it/s]
    69668it [05:33, 277.43it/s]
    69699it [05:33, 284.67it/s]
    69730it [05:33, 289.60it/s]
    69760it [05:34, 259.88it/s]
    69787it [05:34, 258.34it/s]
    69814it [05:34, 240.16it/s]
    69841it [05:34, 246.98it/s]
    69867it [05:34, 238.88it/s]
    69892it [05:34, 220.51it/s]
    69919it [05:34, 232.99it/s]
    69948it [05:34, 246.03it/s]
    69980it [05:34, 263.97it/s]
    70009it [05:35, 270.67it/s]
    70037it [05:35, 255.63it/s]
    70067it [05:35, 262.53it/s]
    70095it [05:35, 263.78it/s]
    70125it [05:35, 272.17it/s]
    70154it [05:35, 276.99it/s]
    70184it [05:35, 282.76it/s]
    70215it [05:35, 289.48it/s]
    70245it [05:35, 280.04it/s]
    70274it [05:36, 273.94it/s]
    70302it [05:36, 258.27it/s]
    70329it [05:36, 249.85it/s]
    70355it [05:36, 231.66it/s]
    70384it [05:36, 246.99it/s]
    70412it [05:36, 254.55it/s]
    70444it [05:36, 272.35it/s]
    70473it [05:36, 276.98it/s]
    70501it [05:36, 277.82it/s]
    70530it [05:36, 279.41it/s]
    70559it [05:37, 274.00it/s]
    70587it [05:37, 266.43it/s]
    70614it [05:37, 261.22it/s]
    70642it [05:37, 265.15it/s]
    70669it [05:37, 261.09it/s]
    70700it [05:37, 272.79it/s]
    70731it [05:37, 283.52it/s]
    70762it [05:37, 289.62it/s]
    70793it [05:37, 293.39it/s]
    70823it [05:38, 291.25it/s]
    70855it [05:38, 297.19it/s]
    70885it [05:38, 251.94it/s]
    70912it [05:38, 220.51it/s]
    70944it [05:38, 244.61it/s]
    70970it [05:38, 245.78it/s]
    70996it [05:38, 247.71it/s]
    71024it [05:38, 253.45it/s]
    71050it [05:38, 247.08it/s]
    71077it [05:39, 249.30it/s]
    71103it [05:39, 237.60it/s]
    71128it [05:39, 237.41it/s]
    71153it [05:39, 239.10it/s]
    71180it [05:39, 246.63it/s]
    71208it [05:39, 256.08it/s]
    71234it [05:39, 247.86it/s]
    71259it [05:39, 206.77it/s]
    71281it [05:40, 162.91it/s]
    71309it [05:40, 187.03it/s]
    71335it [05:40, 202.95it/s]
    71368it [05:40, 234.57it/s]
    71399it [05:40, 253.93it/s]
    71428it [05:40, 262.06it/s]
    71456it [05:40, 256.56it/s]
    71483it [05:40, 255.94it/s]
    71510it [05:40, 253.41it/s]
    71537it [05:41, 253.76it/s]
    71563it [05:41, 220.72it/s]
    71586it [05:41, 178.32it/s]
    71608it [05:41, 187.48it/s]
    71634it [05:41, 204.49it/s]
    71660it [05:41, 218.73it/s]
    71687it [05:41, 232.16it/s]
    71712it [05:41, 232.98it/s]
    71736it [05:42, 232.72it/s]
    71760it [05:42, 227.02it/s]
    71784it [05:42, 226.10it/s]
    71807it [05:42, 176.74it/s]
    71831it [05:42, 191.30it/s]
    71858it [05:42, 210.24it/s]
    71890it [05:42, 237.66it/s]
    71925it [05:42, 267.59it/s]
    71953it [05:43, 243.16it/s]
    71979it [05:43, 228.29it/s]
    72003it [05:43, 228.15it/s]
    72027it [05:43, 186.47it/s]
    72048it [05:43, 186.32it/s]
    72068it [05:43, 188.27it/s]
    72088it [05:43, 148.81it/s]
    72106it [05:43, 155.67it/s]
    72129it [05:44, 119.29it/s]
    72156it [05:44, 147.32it/s]
    72185it [05:44, 177.77it/s]
    72213it [05:44, 201.00it/s]
    72237it [05:44, 208.54it/s]
    72265it [05:44, 225.89it/s]
    72293it [05:44, 238.52it/s]
    72319it [05:44, 238.42it/s]
    72346it [05:45, 242.89it/s]
    72378it [05:45, 263.83it/s]
    72406it [05:45, 266.10it/s]
    72434it [05:45, 262.60it/s]
    72462it [05:45, 267.35it/s]
    72489it [05:45, 267.39it/s]
    72516it [05:45, 265.29it/s]
    72547it [05:45, 277.74it/s]
    72575it [05:45, 276.90it/s]
    72603it [05:46, 258.94it/s]
    72630it [05:46, 249.50it/s]
    72656it [05:46, 251.11it/s]
    72684it [05:46, 257.08it/s]
    72716it [05:46, 273.69it/s]
    72749it [05:46, 288.43it/s]
    72778it [05:46, 267.71it/s]
    72806it [05:46, 246.59it/s]
    72832it [05:46, 248.75it/s]
    72858it [05:47, 250.90it/s]
    72884it [05:47, 240.49it/s]
    72912it [05:47, 247.95it/s]
    72938it [05:47, 248.40it/s]
    72963it [05:47, 245.43it/s]
    72988it [05:47, 236.23it/s]
    73019it [05:47, 253.62it/s]
    73045it [05:47, 243.38it/s]
    73070it [05:47, 244.78it/s]
    73099it [05:47, 255.47it/s]
    73125it [05:48, 249.37it/s]
    73151it [05:48, 241.20it/s]
    73176it [05:48, 235.44it/s]
    73203it [05:48, 243.53it/s]
    73228it [05:48, 241.63it/s]
    73258it [05:48, 257.43it/s]
    73287it [05:48, 266.41it/s]
    73314it [05:48, 250.60it/s]
    73341it [05:48, 255.93it/s]
    73367it [05:49, 253.77it/s]
    73393it [05:49, 252.81it/s]
    73421it [05:49, 259.01it/s]
    73448it [05:49, 259.50it/s]
    73475it [05:49, 257.67it/s]
    73502it [05:49, 259.90it/s]
    73529it [05:49, 261.44it/s]
    73556it [05:49, 246.70it/s]
    73584it [05:49, 255.25it/s]
    73613it [05:50, 263.96it/s]
    73640it [05:50, 262.97it/s]
    73668it [05:50, 266.31it/s]
    73695it [05:50, 258.26it/s]
    73722it [05:50, 258.89it/s]
    73748it [05:50, 246.86it/s]
    73773it [05:50, 237.28it/s]
    73797it [05:50, 224.83it/s]
    73825it [05:50, 239.04it/s]
    73858it [05:50, 264.30it/s]
    73889it [05:51, 275.95it/s]
    73917it [05:51, 259.91it/s]
    73944it [05:51, 260.61it/s]
    73974it [05:51, 268.91it/s]
    74003it [05:51, 273.46it/s]
    74033it [05:51, 279.53it/s]
    74062it [05:51, 277.55it/s]
    74094it [05:51, 289.85it/s]
    74124it [05:51, 269.58it/s]
    74152it [05:52, 272.04it/s]
    74180it [05:52, 262.09it/s]
    74207it [05:52, 258.58it/s]
    74234it [05:52, 254.31it/s]
    74260it [05:52, 248.32it/s]
    74285it [05:52, 194.91it/s]
    74314it [05:52, 216.08it/s]
    74346it [05:52, 241.34it/s]
    74375it [05:53, 252.12it/s]
    74404it [05:53, 262.34it/s]
    74434it [05:53, 270.88it/s]
    74462it [05:53, 269.82it/s]
    74490it [05:53, 270.73it/s]
    74518it [05:53, 272.54it/s]
    74548it [05:53, 280.04it/s]
    74577it [05:53, 277.34it/s]
    74607it [05:53, 279.87it/s]
    74636it [05:53, 275.34it/s]
    74665it [05:54, 279.55it/s]
    74694it [05:54, 274.84it/s]
    74722it [05:54, 273.07it/s]
    74750it [05:54, 258.50it/s]
    74777it [05:54, 248.94it/s]
    74803it [05:54, 226.48it/s]
    74827it [05:54, 203.51it/s]
    74856it [05:54, 224.75it/s]
    74887it [05:55, 245.05it/s]
    74919it [05:55, 265.30it/s]
    74947it [05:55, 268.62it/s]
    74975it [05:55, 258.99it/s]
    75004it [05:55, 265.95it/s]
    75031it [05:55, 265.24it/s]
    75058it [05:55, 260.02it/s]
    75085it [05:55, 262.34it/s]
    75113it [05:55, 266.41it/s]
    75146it [05:55, 282.75it/s]
    75183it [05:56, 305.80it/s]
    75214it [05:56, 297.43it/s]
    75247it [05:56, 304.18it/s]
    75278it [05:56, 292.05it/s]
    75308it [05:56, 273.25it/s]
    75336it [05:56, 260.63it/s]
    75363it [05:56, 231.49it/s]
    75395it [05:56, 253.57it/s]
    75428it [05:56, 273.20it/s]
    75458it [05:57, 279.64it/s]
    75487it [05:57, 273.37it/s]
    75517it [05:57, 279.78it/s]
    75548it [05:57, 286.46it/s]
    75577it [05:57, 278.53it/s]
    75606it [05:57, 280.68it/s]
    75635it [05:57, 267.81it/s]
    75663it [05:57, 257.96it/s]
    75693it [05:57, 269.18it/s]
    75721it [05:58, 268.36it/s]
    75748it [05:58, 266.16it/s]
    75775it [05:58, 259.01it/s]
    75803it [05:58, 263.17it/s]
    75834it [05:58, 274.56it/s]
    75866it [05:58, 285.10it/s]
    75895it [05:58, 282.03it/s]
    75924it [05:58, 268.91it/s]
    75952it [05:58, 219.01it/s]
    75979it [05:59, 229.90it/s]
    76004it [05:59, 230.45it/s]
    76032it [05:59, 241.41it/s]
    76065it [05:59, 264.39it/s]
    76096it [05:59, 272.92it/s]
    76124it [05:59, 263.60it/s]
    76151it [05:59, 258.89it/s]
    76180it [05:59, 266.81it/s]
    76208it [05:59, 270.21it/s]
    76236it [06:00, 258.31it/s]
    76263it [06:00, 249.24it/s]
    76289it [06:00, 236.91it/s]
    76314it [06:00, 239.08it/s]
    76341it [06:00, 247.28it/s]
    76366it [06:00, 241.01it/s]
    76391it [06:00, 209.06it/s]
    76419it [06:00, 226.18it/s]
    76443it [06:00, 225.20it/s]
    76468it [06:01, 229.85it/s]
    76494it [06:01, 236.44it/s]
    76523it [06:01, 249.16it/s]
    76552it [06:01, 257.35it/s]
    76582it [06:01, 267.58it/s]
    76614it [06:01, 281.85it/s]
    76645it [06:01, 288.64it/s]
    76674it [06:01, 274.62it/s]
    76702it [06:01, 275.09it/s]
    76730it [06:02, 272.98it/s]
    76758it [06:02, 251.75it/s]
    76784it [06:02, 224.68it/s]
    76808it [06:02, 226.85it/s]
    76832it [06:02, 226.68it/s]
    76856it [06:02, 226.24it/s]
    76886it [06:02, 244.68it/s]
    76911it [06:02, 237.11it/s]
    76939it [06:02, 246.19it/s]
    76967it [06:03, 250.98it/s]
    76997it [06:03, 263.54it/s]
    77030it [06:03, 282.21it/s]
    77060it [06:03, 285.17it/s]
    77089it [06:03, 269.01it/s]
    77117it [06:03, 268.55it/s]
    77145it [06:03, 256.52it/s]
    77176it [06:03, 269.52it/s]
    77204it [06:03, 221.59it/s]
    77231it [06:04, 233.37it/s]
    77256it [06:04, 236.35it/s]
    77281it [06:04, 235.36it/s]
    77308it [06:04, 240.77it/s]
    77339it [06:04, 257.92it/s]
    77366it [06:04, 257.92it/s]
    77393it [06:04, 260.09it/s]
    77421it [06:04, 264.46it/s]
    77452it [06:04, 276.82it/s]
    77483it [06:05, 282.74it/s]
    77517it [06:05, 297.79it/s]
    77547it [06:05, 273.00it/s]
    77575it [06:05, 259.88it/s]
    77602it [06:05, 210.99it/s]
    77625it [06:05, 213.42it/s]
    77648it [06:05, 213.60it/s]
    77675it [06:05, 228.07it/s]
    77699it [06:05, 214.94it/s]
    77731it [06:06, 241.52it/s]
    77763it [06:06, 262.28it/s]
    77790it [06:06, 187.38it/s]
    77813it [06:06, 191.83it/s]
    77836it [06:06, 200.50it/s]
    77859it [06:06, 203.57it/s]
    77881it [06:06, 201.22it/s]
    77903it [06:06, 205.94it/s]
    77925it [06:07, 162.29it/s]
    77945it [06:07, 169.96it/s]
    77964it [06:07, 167.61it/s]
    77982it [06:07, 161.75it/s]
    77999it [06:07, 148.88it/s]
    78026it [06:07, 178.43it/s]
    78053it [06:07, 201.93it/s]
    78077it [06:07, 210.92it/s]
    78104it [06:08, 226.75it/s]
    78129it [06:08, 230.91it/s]
    78153it [06:08, 233.03it/s]
    78177it [06:08, 231.87it/s]
    78202it [06:08, 236.79it/s]
    78227it [06:08, 238.21it/s]
    78253it [06:08, 240.09it/s]
    78278it [06:08, 242.60it/s]
    78303it [06:08, 225.66it/s]
    78329it [06:09, 234.71it/s]
    78353it [06:09, 232.66it/s]
    78377it [06:09, 224.21it/s]
    78407it [06:09, 240.24it/s]
    78433it [06:09, 244.40it/s]
    78459it [06:09, 246.63it/s]
    78485it [06:09, 249.15it/s]
    78510it [06:09, 243.27it/s]
    78535it [06:09, 233.70it/s]
    78563it [06:09, 245.86it/s]
    78592it [06:10, 258.35it/s]
    78618it [06:10, 256.56it/s]
    78644it [06:10, 252.06it/s]
    78670it [06:10, 241.40it/s]
    78695it [06:10, 243.76it/s]
    78720it [06:10, 228.32it/s]
    78744it [06:10, 228.32it/s]
    78770it [06:10, 231.34it/s]
    78794it [06:10, 216.74it/s]
    78820it [06:11, 226.97it/s]
    78847it [06:11, 237.92it/s]
    78876it [06:11, 246.19it/s]
    78904it [06:11, 253.79it/s]
    78930it [06:11, 241.11it/s]
    78961it [06:11, 254.57it/s]
    78990it [06:11, 263.23it/s]
    79017it [06:11, 262.47it/s]
    79044it [06:11, 251.68it/s]
    79070it [06:12, 248.49it/s]
    79095it [06:12, 248.84it/s]
    79126it [06:12, 264.17it/s]
    79154it [06:12, 268.46it/s]
    79182it [06:12, 270.97it/s]
    79210it [06:12, 271.41it/s]
    79241it [06:12, 277.53it/s]
    79269it [06:12, 265.13it/s]
    79296it [06:12, 244.49it/s]
    79321it [06:13, 232.52it/s]
    79345it [06:13, 219.12it/s]
    79368it [06:13, 192.34it/s]
    79390it [06:13, 198.99it/s]
    79423it [06:13, 231.80it/s]
    79448it [06:13, 234.88it/s]
    79481it [06:13, 260.52it/s]
    79512it [06:13, 272.12it/s]
    79545it [06:13, 288.33it/s]
    79575it [06:14, 268.32it/s]
    79603it [06:14, 267.76it/s]
    79633it [06:14, 274.47it/s]
    79661it [06:14, 271.66it/s]
    79689it [06:14, 273.49it/s]
    79720it [06:14, 282.41it/s]
    79750it [06:14, 286.18it/s]
    79779it [06:14, 267.23it/s]
    79809it [06:14, 275.21it/s]
    79838it [06:15, 278.69it/s]
    79867it [06:15, 252.92it/s]
    79894it [06:15, 256.70it/s]
    79921it [06:15, 258.65it/s]
    79948it [06:15, 242.60it/s]
    79973it [06:15, 216.85it/s]
    80003it [06:15, 237.25it/s]
    80036it [06:15, 262.02it/s]
    80072it [06:15, 288.54it/s]
    80102it [06:16, 290.65it/s]
    80132it [06:16, 292.40it/s]
    80163it [06:16, 297.14it/s]
    80194it [06:16, 287.73it/s]
    80224it [06:16, 289.91it/s]
    80255it [06:16, 294.65it/s]
    80285it [06:16, 287.67it/s]
    80314it [06:16, 280.47it/s]
    80343it [06:16, 272.63it/s]
    80372it [06:16, 276.50it/s]
    80401it [06:17, 277.76it/s]
    80432it [06:17, 285.68it/s]
    80466it [06:17, 300.88it/s]
    80504it [06:17, 322.18it/s]
    80537it [06:17, 296.04it/s]
    80568it [06:17, 283.45it/s]
    80597it [06:17, 253.11it/s]
    80624it [06:17, 245.55it/s]
    80654it [06:18, 252.97it/s]
    80686it [06:18, 270.59it/s]
    80716it [06:18, 275.76it/s]
    80747it [06:18, 283.69it/s]
    80777it [06:18, 287.64it/s]
    80809it [06:18, 293.60it/s]
    80839it [06:18, 287.12it/s]
    80868it [06:18, 281.65it/s]
    80899it [06:18, 289.17it/s]
    80929it [06:18, 278.32it/s]
    80958it [06:19, 279.50it/s]
    80987it [06:19, 270.17it/s]
    81015it [06:19, 258.82it/s]
    81045it [06:19, 269.72it/s]
    81077it [06:19, 281.49it/s]
    81107it [06:19, 286.72it/s]
    81136it [06:19, 279.94it/s]
    81165it [06:19, 256.43it/s]
    81192it [06:19, 244.20it/s]
    81223it [06:20, 261.56it/s]
    81254it [06:20, 274.69it/s]
    81282it [06:20, 275.50it/s]
    81314it [06:20, 285.10it/s]
    81344it [06:20, 288.72it/s]
    81378it [06:20, 302.41it/s]
    81409it [06:20, 295.94it/s]
    81439it [06:20, 284.78it/s]
    81468it [06:20, 282.98it/s]
    81500it [06:21, 291.88it/s]
    81530it [06:21, 266.67it/s]
    81558it [06:21, 258.53it/s]
    81585it [06:21, 256.67it/s]
    81611it [06:21, 253.18it/s]
    81637it [06:21, 246.25it/s]
    81665it [06:21, 254.54it/s]
    81692it [06:21, 258.14it/s]
    81724it [06:21, 275.01it/s]
    81752it [06:22, 270.90it/s]
    81780it [06:22, 243.08it/s]
    81813it [06:22, 265.76it/s]
    81847it [06:22, 285.09it/s]
    81878it [06:22, 291.12it/s]
    81912it [06:22, 300.03it/s]
    81943it [06:22, 299.09it/s]
    81978it [06:22, 313.58it/s]
    82010it [06:22, 289.83it/s]
    82040it [06:23, 287.91it/s]
    82070it [06:23, 282.72it/s]
    82099it [06:23, 279.26it/s]
    82128it [06:23, 277.64it/s]
    82156it [06:23, 270.05it/s]
    82184it [06:23, 269.87it/s]
    82213it [06:23, 272.73it/s]
    82241it [06:23, 256.07it/s]
    82268it [06:23, 258.12it/s]
    82297it [06:23, 265.68it/s]
    82325it [06:24, 262.21it/s]
    82352it [06:24, 231.20it/s]
    82378it [06:24, 238.51it/s]
    82409it [06:24, 256.67it/s]
    82436it [06:24, 254.99it/s]
    82465it [06:24, 264.56it/s]
    82492it [06:24, 259.72it/s]
    82523it [06:24, 273.56it/s]
    82551it [06:24, 273.25it/s]
    82584it [06:25, 280.47it/s]
    82613it [06:25, 270.79it/s]
    82642it [06:25, 274.84it/s]
    82670it [06:25, 271.39it/s]
    82698it [06:25, 271.16it/s]
    82726it [06:25, 260.34it/s]
    82753it [06:25, 254.15it/s]
    82780it [06:25, 254.98it/s]
    82808it [06:25, 261.64it/s]
    82835it [06:26, 250.40it/s]
    82861it [06:26, 221.04it/s]
    82884it [06:26, 221.77it/s]
    82907it [06:26, 215.43it/s]
    82931it [06:26, 221.18it/s]
    82962it [06:26, 244.91it/s]
    82989it [06:26, 245.36it/s]
    83017it [06:26, 254.30it/s]
    83043it [06:26, 254.26it/s]
    83070it [06:27, 257.44it/s]
    83100it [06:27, 269.57it/s]
    83130it [06:27, 277.38it/s]
    83158it [06:27, 277.65it/s]
    83186it [06:27, 276.14it/s]
    83214it [06:27, 276.35it/s]
    83247it [06:27, 291.42it/s]
    83277it [06:27, 281.83it/s]
    83306it [06:27, 280.74it/s]
    83335it [06:27, 280.37it/s]
    83364it [06:28, 275.48it/s]
    83392it [06:28, 242.85it/s]
    83417it [06:28, 231.45it/s]
    83443it [06:28, 237.46it/s]
    83472it [06:28, 245.86it/s]
    83500it [06:28, 253.67it/s]
    83526it [06:28, 253.89it/s]
    83554it [06:28, 259.60it/s]
    83582it [06:28, 263.72it/s]
    83612it [06:29, 272.91it/s]
    83640it [06:29, 271.72it/s]
    83670it [06:29, 279.41it/s]
    83699it [06:29, 265.77it/s]
    83729it [06:29, 272.86it/s]
    83758it [06:29, 277.70it/s]
    83792it [06:29, 294.81it/s]
    83822it [06:29, 273.59it/s]
    83850it [06:29, 266.79it/s]
    83877it [06:30, 222.90it/s]
    83901it [06:30, 218.84it/s]
    83926it [06:30, 226.44it/s]
    83955it [06:30, 240.37it/s]
    83985it [06:30, 253.70it/s]
    84021it [06:30, 280.51it/s]
    84050it [06:30, 279.48it/s]
    84084it [06:30, 276.66it/s]
    84112it [06:31, 247.76it/s]
    84138it [06:31, 231.84it/s]
    84162it [06:31, 209.29it/s]
    84186it [06:31, 216.61it/s]
    84211it [06:31, 225.04it/s]
    84235it [06:31, 227.14it/s]
    84260it [06:31, 233.10it/s]
    84284it [06:31, 227.82it/s]
    84308it [06:32, 177.26it/s]
    84328it [06:32, 173.09it/s]
    84352it [06:32, 187.89it/s]
    84372it [06:32, 172.56it/s]
    84392it [06:32, 178.83it/s]
    84411it [06:32, 171.70it/s]
    84429it [06:32, 135.57it/s]
    84454it [06:32, 160.71it/s]
    84472it [06:33, 158.66it/s]
    84490it [06:33, 144.63it/s]
    84506it [06:33, 137.80it/s]
    84521it [06:33, 132.48it/s]
    84549it [06:33, 166.43it/s]
    84577it [06:33, 194.91it/s]
    84603it [06:33, 211.41it/s]
    84631it [06:33, 227.88it/s]
    84656it [06:33, 230.40it/s]
    84680it [06:34, 229.89it/s]
    84704it [06:34, 219.42it/s]
    84728it [06:34, 222.34it/s]
    84751it [06:34, 220.86it/s]
    84775it [06:34, 223.13it/s]
    84802it [06:34, 234.11it/s]
    84826it [06:34, 221.17it/s]
    84849it [06:34, 217.22it/s]
    84874it [06:34, 225.94it/s]
    84897it [06:35, 215.20it/s]
    84922it [06:35, 223.34it/s]
    84949it [06:35, 235.15it/s]
    84973it [06:35, 235.75it/s]
    85001it [06:35, 247.11it/s]
    85027it [06:35, 248.89it/s]
    85053it [06:35, 251.99it/s]
    85079it [06:35, 252.38it/s]
    85105it [06:35, 254.17it/s]
    85131it [06:35, 250.99it/s]
    85161it [06:36, 265.04it/s]
    85188it [06:36, 265.86it/s]
    85215it [06:36, 261.53it/s]
    85242it [06:36, 247.42it/s]
    85267it [06:36, 237.05it/s]
    85291it [06:36, 235.39it/s]
    85317it [06:36, 241.69it/s]
    85342it [06:36, 235.31it/s]
    85371it [06:36, 249.37it/s]
    85400it [06:37, 259.60it/s]
    85429it [06:37, 265.01it/s]
    85456it [06:37, 257.53it/s]
    85483it [06:37, 261.04it/s]
    85510it [06:37, 249.93it/s]
    85536it [06:37, 245.53it/s]
    85564it [06:37, 253.54it/s]
    85590it [06:37, 237.65it/s]
    85615it [06:37, 235.34it/s]
    85642it [06:38, 244.31it/s]
    85670it [06:38, 252.61it/s]
    85701it [06:38, 267.21it/s]
    85737it [06:38, 292.52it/s]
    85767it [06:38, 294.04it/s]
    85799it [06:38, 301.34it/s]
    85830it [06:38, 284.72it/s]
    85859it [06:38, 270.03it/s]
    85887it [06:38, 266.50it/s]
    85914it [06:39, 261.52it/s]
    85941it [06:39, 263.83it/s]
    85971it [06:39, 271.92it/s]
    86001it [06:39, 279.04it/s]
    86029it [06:39, 273.72it/s]
    86057it [06:39, 266.03it/s]
    86084it [06:39, 244.82it/s]
    86110it [06:39, 246.03it/s]
    86135it [06:39, 243.40it/s]
    86160it [06:39, 242.49it/s]
    86186it [06:40, 247.32it/s]
    86220it [06:40, 272.69it/s]
    86251it [06:40, 282.54it/s]
    86284it [06:40, 295.91it/s]
    86314it [06:40, 293.42it/s]
    86346it [06:40, 299.79it/s]
    86377it [06:40, 300.28it/s]
    86408it [06:40, 299.53it/s]
    86438it [06:40, 299.54it/s]
    86469it [06:40, 302.14it/s]
    86500it [06:41, 297.71it/s]
    86530it [06:41, 286.40it/s]
    86559it [06:41, 277.78it/s]
    86589it [06:41, 282.10it/s]
    86620it [06:41, 288.49it/s]
    86650it [06:41, 291.42it/s]
    86681it [06:41, 295.82it/s]
    86711it [06:41, 277.12it/s]
    86739it [06:41, 253.17it/s]
    86769it [06:42, 262.87it/s]
    86805it [06:42, 289.34it/s]
    86839it [06:42, 302.78it/s]
    86870it [06:42, 303.02it/s]
    86903it [06:42, 309.87it/s]
    86935it [06:42, 312.40it/s]
    86967it [06:42, 307.00it/s]
    86998it [06:42, 305.75it/s]
    87029it [06:42, 301.89it/s]
    87060it [06:43, 287.15it/s]
    87089it [06:43, 285.54it/s]
    87118it [06:43, 282.23it/s]
    87147it [06:43, 262.05it/s]
    87175it [06:43, 261.67it/s]
    87202it [06:43, 263.92it/s]
    87229it [06:43, 264.97it/s]
    87258it [06:43, 272.13it/s]
    87291it [06:43, 288.83it/s]
    87327it [06:43, 308.65it/s]
    87358it [06:44, 305.68it/s]
    87389it [06:44, 270.80it/s]
    87419it [06:44, 277.60it/s]
    87452it [06:44, 291.39it/s]
    87487it [06:44, 307.14it/s]
    87519it [06:44, 300.61it/s]
    87552it [06:44, 307.05it/s]
    87583it [06:44, 305.56it/s]
    87614it [06:44, 302.74it/s]
    87648it [06:45, 311.37it/s]
    87680it [06:45, 305.91it/s]
    87711it [06:45, 285.63it/s]
    87744it [06:45, 293.35it/s]
    87774it [06:45, 274.28it/s]
    87802it [06:45, 249.40it/s]
    87828it [06:45, 244.17it/s]
    87853it [06:45, 243.97it/s]
    87879it [06:45, 246.08it/s]
    87909it [06:46, 257.33it/s]
    87943it [06:46, 279.57it/s]
    87976it [06:46, 291.00it/s]
    88006it [06:46, 261.97it/s]
    88036it [06:46, 270.73it/s]
    88065it [06:46, 275.64it/s]
    88097it [06:46, 287.19it/s]
    88133it [06:46, 305.10it/s]
    88165it [06:46, 309.27it/s]
    88197it [06:47, 311.88it/s]
    88230it [06:47, 315.27it/s]
    88262it [06:47, 302.21it/s]
    88293it [06:47, 301.51it/s]
    88324it [06:47, 297.75it/s]
    88354it [06:47, 290.15it/s]
    88384it [06:47, 291.79it/s]
    88414it [06:47, 284.11it/s]
    88443it [06:47, 273.50it/s]
    88471it [06:48, 255.91it/s]
    88501it [06:48, 267.57it/s]
    88532it [06:48, 278.26it/s]
    88561it [06:48, 279.23it/s]
    88590it [06:48, 267.01it/s]
    88617it [06:48, 266.24it/s]
    88646it [06:48, 271.91it/s]
    88675it [06:48, 275.94it/s]
    88703it [06:48, 268.23it/s]
    88731it [06:48, 270.53it/s]
    88762it [06:49, 281.17it/s]
    88791it [06:49, 282.07it/s]
    88821it [06:49, 284.96it/s]
    88850it [06:49, 274.37it/s]
    88878it [06:49, 270.08it/s]
    88906it [06:49, 258.99it/s]
    88933it [06:49, 256.21it/s]
    88961it [06:49, 262.74it/s]
    88992it [06:49, 275.96it/s]
    89021it [06:50, 279.38it/s]
    89050it [06:50, 235.82it/s]
    89075it [06:50, 223.66it/s]
    89104it [06:50, 240.04it/s]
    89137it [06:50, 263.35it/s]
    89165it [06:50, 261.31it/s]
    89196it [06:50, 273.32it/s]
    89224it [06:50, 265.60it/s]
    89254it [06:50, 274.33it/s]
    89283it [06:51, 276.59it/s]
    89312it [06:51, 277.83it/s]
    89340it [06:51, 278.23it/s]
    89368it [06:51, 268.44it/s]
    89395it [06:51, 268.51it/s]
    89422it [06:51, 263.82it/s]
    89450it [06:51, 267.75it/s]
    89477it [06:51, 257.26it/s]
    89504it [06:51, 260.31it/s]
    89533it [06:52, 266.08it/s]
    89560it [06:52, 265.55it/s]
    89591it [06:52, 276.57it/s]
    89619it [06:52, 271.17it/s]
    89647it [06:52, 231.61it/s]
    89672it [06:52, 225.59it/s]
    89696it [06:52, 227.44it/s]
    89722it [06:52, 228.77it/s]
    89757it [06:52, 261.15it/s]
    89788it [06:53, 273.96it/s]
    89818it [06:53, 279.47it/s]
    89851it [06:53, 290.77it/s]
    89881it [06:53, 273.03it/s]
    89912it [06:53, 283.25it/s]
    89942it [06:53, 287.46it/s]
    89972it [06:53, 277.46it/s]
    90001it [06:53, 280.35it/s]
    90031it [06:53, 283.52it/s]
    90060it [06:54, 244.09it/s]
    90086it [06:54, 234.87it/s]
    90113it [06:54, 241.93it/s]
    90143it [06:54, 256.56it/s]
    90170it [06:54, 255.16it/s]
    90196it [06:54, 236.30it/s]
    90226it [06:54, 253.05it/s]
    90257it [06:54, 267.37it/s]
    90285it [06:54, 269.22it/s]
    90316it [06:55, 279.90it/s]
    90347it [06:55, 285.50it/s]
    90376it [06:55, 282.18it/s]
    90406it [06:55, 283.43it/s]
    90435it [06:55, 234.54it/s]
    90460it [06:55, 220.97it/s]
    90485it [06:55, 228.19it/s]
    90509it [06:55, 225.53it/s]
    90533it [06:55, 208.61it/s]
    90555it [06:56, 205.89it/s]
    90585it [06:56, 230.42it/s]
    90613it [06:56, 243.37it/s]
    90638it [06:56, 244.06it/s]
    90669it [06:56, 261.82it/s]
    90696it [06:56, 210.91it/s]
    90719it [06:56, 211.93it/s]
    90742it [06:56, 210.37it/s]
    90764it [06:57, 208.60it/s]
    90786it [06:57, 183.87it/s]
    90808it [06:57, 192.51it/s]
    90830it [06:57, 198.83it/s]
    90855it [06:57, 209.04it/s]
    90877it [06:57, 161.04it/s]
    90896it [06:57, 156.99it/s]
    90916it [06:57, 165.79it/s]
    90934it [06:58, 155.65it/s]
    90951it [06:58, 135.38it/s]
    90980it [06:58, 169.51it/s]
    91008it [06:58, 195.76it/s]
    91039it [06:58, 224.35it/s]
    91068it [06:58, 240.27it/s]
    91094it [06:58, 244.52it/s]
    91125it [06:58, 261.78it/s]
    91152it [06:58, 252.18it/s]
    91178it [06:59, 252.57it/s]
    91204it [06:59, 254.14it/s]
    91230it [06:59, 252.70it/s]
    91257it [06:59, 255.94it/s]
    91283it [06:59, 252.79it/s]
    91309it [06:59, 246.84it/s]
    91334it [06:59, 237.14it/s]
    91358it [06:59, 234.49it/s]
    91382it [06:59, 227.27it/s]
    91406it [07:00, 229.96it/s]
    91430it [07:00, 217.45it/s]
    91456it [07:00, 228.88it/s]
    91482it [07:00, 236.37it/s]
    91510it [07:00, 246.53it/s]
    91535it [07:00, 242.46it/s]
    91560it [07:00, 240.76it/s]
    91585it [07:00, 239.86it/s]
    91610it [07:00, 235.32it/s]
    91634it [07:00, 228.68it/s]
    91658it [07:01, 230.62it/s]
    91683it [07:01, 233.92it/s]
    91707it [07:01, 230.52it/s]
    91733it [07:01, 237.36it/s]
    91761it [07:01, 248.54it/s]
    91786it [07:01, 248.22it/s]
    91815it [07:01, 259.14it/s]
    91846it [07:01, 272.51it/s]
    91874it [07:01, 270.46it/s]
    91902it [07:02, 268.41it/s]
    91929it [07:02, 256.69it/s]
    91955it [07:02, 257.46it/s]
    91981it [07:02, 257.16it/s]
    92008it [07:02, 258.16it/s]
    92039it [07:02, 270.79it/s]
    92067it [07:02, 266.76it/s]
    92094it [07:02, 262.86it/s]
    92126it [07:02, 277.74it/s]
    92154it [07:02, 278.07it/s]
    92183it [07:03, 281.06it/s]
    92212it [07:03, 282.09it/s]
    92241it [07:03, 275.88it/s]
    92271it [07:03, 280.33it/s]
    92301it [07:03, 280.68it/s]
    92334it [07:03, 292.28it/s]
    92369it [07:03, 307.71it/s]
    92404it [07:03, 313.30it/s]
    92436it [07:03, 310.71it/s]
    92468it [07:04, 307.26it/s]
    92499it [07:04, 279.19it/s]
    92528it [07:04, 281.98it/s]
    92557it [07:04, 270.76it/s]
    92588it [07:04, 280.47it/s]
    92621it [07:04, 292.49it/s]
    92654it [07:04, 302.69it/s]
    92685it [07:04, 299.81it/s]
    92718it [07:04, 307.50it/s]
    92753it [07:04, 319.77it/s]
    92786it [07:05, 312.86it/s]
    92818it [07:05, 313.24it/s]
    92851it [07:05, 316.78it/s]
    92886it [07:05, 325.81it/s]
    92922it [07:05, 334.99it/s]
    92956it [07:05, 330.41it/s]
    92990it [07:05, 303.72it/s]
    93021it [07:05, 301.12it/s]
    93052it [07:05, 295.42it/s]
    93082it [07:06, 281.04it/s]
    93111it [07:06, 268.99it/s]
    93139it [07:06, 258.64it/s]
    93166it [07:06, 258.58it/s]
    93193it [07:06, 258.63it/s]
    93225it [07:06, 272.57it/s]
    93260it [07:06, 293.56it/s]
    93295it [07:06, 307.22it/s]
    93327it [07:06, 309.95it/s]
    93363it [07:07, 320.26it/s]
    93396it [07:07, 322.12it/s]
    93429it [07:07, 310.60it/s]
    93462it [07:07, 314.33it/s]
    93498it [07:07, 325.21it/s]
    93532it [07:07, 328.52it/s]
    93565it [07:07, 324.60it/s]
    93598it [07:07, 324.63it/s]
    93631it [07:07, 323.32it/s]
    93664it [07:07, 296.38it/s]
    93695it [07:08, 281.82it/s]
    93724it [07:08, 273.05it/s]
    93752it [07:08, 266.01it/s]
    93779it [07:08, 234.97it/s]
    93805it [07:08, 240.59it/s]
    93831it [07:08, 245.63it/s]
    93857it [07:08, 248.47it/s]
    93888it [07:08, 264.24it/s]
    93917it [07:09, 271.09it/s]
    93945it [07:09, 271.29it/s]
    93981it [07:09, 295.73it/s]
    94017it [07:09, 312.45it/s]
    94049it [07:09, 303.64it/s]
    94080it [07:09, 303.75it/s]
    94111it [07:09, 305.21it/s]
    94142it [07:09, 301.78it/s]
    94173it [07:09, 303.93it/s]
    94204it [07:09, 293.82it/s]
    94238it [07:10, 306.98it/s]
    94270it [07:10, 309.51it/s]
    94302it [07:10, 292.62it/s]
    94332it [07:10, 290.85it/s]
    94362it [07:10, 284.91it/s]
    94391it [07:10, 276.69it/s]
    94419it [07:10, 272.02it/s]
    94449it [07:10, 279.76it/s]
    94478it [07:10, 274.14it/s]
    94512it [07:11, 290.49it/s]
    94542it [07:11, 292.44it/s]
    94572it [07:11, 281.74it/s]
    94601it [07:11, 272.39it/s]
    94630it [07:11, 276.65it/s]
    94666it [07:11, 299.92it/s]
    94699it [07:11, 307.38it/s]
    94730it [07:11, 302.54it/s]
    94761it [07:11, 297.43it/s]
    94791it [07:11, 288.77it/s]
    94820it [07:12, 283.45it/s]
    94849it [07:12, 279.90it/s]
    94878it [07:12, 260.64it/s]
    94910it [07:12, 273.69it/s]
    94939it [07:12, 277.85it/s]
    94968it [07:12, 270.46it/s]
    94998it [07:12, 276.79it/s]
    95026it [07:12, 267.59it/s]
    95053it [07:12, 251.36it/s]
    95081it [07:13, 258.70it/s]
    95115it [07:13, 281.05it/s]
    95144it [07:13, 282.02it/s]
    95173it [07:13, 283.19it/s]
    95202it [07:13, 279.92it/s]
    95231it [07:13, 274.28it/s]
    95263it [07:13, 286.33it/s]
    95292it [07:13, 284.39it/s]
    95321it [07:13, 274.89it/s]
    95349it [07:14, 271.55it/s]
    95377it [07:14, 260.04it/s]
    95407it [07:14, 269.78it/s]
    95439it [07:14, 283.45it/s]
    95473it [07:14, 298.26it/s]
    95507it [07:14, 306.36it/s]
    95540it [07:14, 311.30it/s]
    95572it [07:14, 292.07it/s]
    95602it [07:14, 267.71it/s]
    95630it [07:15, 269.69it/s]
    95658it [07:15, 260.32it/s]
    95686it [07:15, 265.64it/s]
    95717it [07:15, 275.41it/s]
    95745it [07:15, 272.54it/s]
    95773it [07:15, 263.69it/s]
    95805it [07:15, 278.14it/s]
    95836it [07:15, 285.96it/s]
    95865it [07:15, 277.55it/s]
    95893it [07:15, 271.43it/s]
    95921it [07:16, 249.73it/s]
    95947it [07:16, 221.63it/s]
    95970it [07:16, 220.91it/s]
    96001it [07:16, 243.32it/s]
    96033it [07:16, 263.43it/s]
    96061it [07:16, 267.45it/s]
    96090it [07:16, 272.39it/s]
    96118it [07:16, 268.94it/s]
    96146it [07:17, 254.72it/s]
    96173it [07:17, 257.31it/s]
    96206it [07:17, 277.71it/s]
    96237it [07:17, 282.23it/s]
    96274it [07:17, 305.20it/s]
    96305it [07:17, 294.07it/s]
    96335it [07:17, 283.56it/s]
    96364it [07:17, 266.71it/s]
    96391it [07:17, 223.39it/s]
    96415it [07:18, 223.81it/s]
    96441it [07:18, 232.28it/s]
    96465it [07:18, 231.55it/s]
    96496it [07:18, 252.18it/s]
    96524it [07:18, 256.40it/s]
    96551it [07:18, 255.29it/s]
    96581it [07:18, 264.28it/s]
    96608it [07:18, 263.93it/s]
    96635it [07:18, 263.18it/s]
    96670it [07:18, 287.24it/s]
    96700it [07:19, 289.15it/s]
    96730it [07:19, 285.71it/s]
    96759it [07:19, 239.40it/s]
    96785it [07:19, 222.80it/s]
    96809it [07:19, 218.50it/s]
    96832it [07:19, 219.63it/s]
    96855it [07:19, 218.65it/s]
    96878it [07:19, 209.61it/s]
    96901it [07:20, 214.51it/s]
    96923it [07:20, 180.74it/s]
    96943it [07:20, 148.50it/s]
    96960it [07:20, 151.87it/s]
    96977it [07:20, 125.61it/s]
    97006it [07:20, 160.87it/s]
    97035it [07:20, 191.17it/s]
    97064it [07:21, 215.22it/s]
    97091it [07:21, 226.32it/s]
    97116it [07:21, 225.95it/s]
    97143it [07:21, 237.39it/s]
    97168it [07:21, 232.76it/s]
    97193it [07:21, 235.02it/s]
    97222it [07:21, 249.69it/s]
    97250it [07:21, 257.92it/s]
    97280it [07:21, 269.91it/s]
    97308it [07:21, 260.32it/s]
    97335it [07:22, 251.91it/s]
    97361it [07:22, 245.29it/s]
    97386it [07:22, 244.09it/s]
    97411it [07:22, 244.65it/s]
    97436it [07:22, 238.41it/s]
    97460it [07:22, 229.98it/s]
    97485it [07:22, 234.17it/s]
    97513it [07:22, 245.71it/s]
    97538it [07:22, 241.13it/s]
    97564it [07:23, 244.16it/s]
    97591it [07:23, 250.86it/s]
    97617it [07:23, 250.01it/s]
    97643it [07:23, 251.34it/s]
    97669it [07:23, 252.68it/s]
    97695it [07:23, 242.87it/s]
    97724it [07:23, 255.81it/s]
    97750it [07:23, 251.95it/s]
    97776it [07:23, 247.12it/s]
    97805it [07:24, 259.03it/s]
    97834it [07:24, 267.55it/s]
    97861it [07:24, 254.73it/s]
    97887it [07:24, 245.52it/s]
    97912it [07:24, 238.84it/s]
    97937it [07:24, 241.05it/s]
    97965it [07:24, 251.85it/s]
    97992it [07:24, 252.01it/s]
    98019it [07:24, 255.52it/s]
    98047it [07:24, 261.10it/s]
    98079it [07:25, 277.55it/s]
    98113it [07:25, 293.66it/s]
    98145it [07:25, 300.83it/s]
    98181it [07:25, 316.25it/s]
    98213it [07:25, 309.76it/s]
    98248it [07:25, 318.37it/s]
    98280it [07:25, 315.84it/s]
    98313it [07:25, 317.73it/s]
    98345it [07:25, 295.75it/s]
    98375it [07:26, 283.36it/s]
    98404it [07:26, 276.08it/s]
    98432it [07:26, 255.39it/s]
    98458it [07:26, 250.91it/s]
    98486it [07:26, 255.41it/s]
    98513it [07:26, 257.80it/s]
    98539it [07:26, 247.87it/s]
    98564it [07:26, 242.79it/s]
    98595it [07:26, 260.63it/s]
    98622it [07:27, 263.15it/s]
    98655it [07:27, 282.00it/s]
    98686it [07:27, 288.97it/s]
    98719it [07:27, 299.18it/s]
    98755it [07:27, 316.99it/s]
    98792it [07:27, 329.96it/s]
    98826it [07:27, 316.80it/s]
    98858it [07:27, 295.94it/s]
    98888it [07:27, 282.35it/s]
    98917it [07:28, 254.71it/s]
    98944it [07:28, 253.46it/s]
    98971it [07:28, 257.10it/s]
    98998it [07:28, 249.76it/s]
    99024it [07:28, 244.55it/s]
    99049it [07:28, 242.33it/s]
    99074it [07:28, 236.91it/s]
    99098it [07:28, 226.30it/s]
    99125it [07:28, 237.83it/s]
    99156it [07:28, 257.53it/s]
    99185it [07:29, 266.42it/s]
    99214it [07:29, 266.59it/s]
    99245it [07:29, 276.26it/s]
    99282it [07:29, 303.34it/s]
    99317it [07:29, 314.76it/s]
    99349it [07:29, 306.55it/s]
    99380it [07:29, 300.73it/s]
    99411it [07:29, 286.70it/s]
    99441it [07:29, 289.33it/s]
    99471it [07:30, 278.26it/s]
    99499it [07:30, 267.61it/s]
    99526it [07:30, 267.97it/s]
    99553it [07:30, 255.79it/s]
    99581it [07:30, 261.97it/s]
    99608it [07:30, 257.90it/s]
    99638it [07:30, 268.97it/s]
    99669it [07:30, 280.18it/s]
    99698it [07:30, 267.41it/s]
    99725it [07:31, 260.42it/s]
    99757it [07:31, 275.44it/s]
    99786it [07:31, 277.58it/s]
    99816it [07:31, 283.66it/s]
    99845it [07:31, 258.57it/s]
    99872it [07:31, 254.06it/s]
    99900it [07:31, 259.45it/s]
    99927it [07:31, 257.47it/s]
    99963it [07:31, 284.71it/s]
    99994it [07:32, 286.15it/s]
    100024it [07:32, 288.14it/s]
    100053it [07:32, 276.80it/s]
    100083it [07:32, 282.34it/s]
    100113it [07:32, 278.73it/s]
    100146it [07:32, 287.46it/s]
    100178it [07:32, 295.18it/s]
    100208it [07:32, 282.17it/s]
    100237it [07:32, 267.68it/s]
    100266it [07:32, 272.35it/s]
    100294it [07:33, 273.15it/s]
    100322it [07:33, 273.29it/s]
    100350it [07:33, 266.03it/s]
    100377it [07:33, 266.51it/s]
    100405it [07:33, 267.36it/s]
    100432it [07:33, 265.27it/s]
    100459it [07:33, 265.33it/s]
    100487it [07:33, 268.47it/s]
    100514it [07:33, 266.58it/s]
    100546it [07:34, 280.88it/s]
    100575it [07:34, 276.21it/s]
    100603it [07:34, 266.80it/s]
    100630it [07:34, 263.04it/s]
    100657it [07:34, 262.51it/s]
    100684it [07:34, 249.47it/s]
    100710it [07:34, 243.67it/s]
    100740it [07:34, 258.38it/s]
    100772it [07:34, 274.56it/s]
    100800it [07:35, 267.71it/s]
    100830it [07:35, 275.64it/s]
    100858it [07:35, 268.81it/s]
    100886it [07:35, 246.82it/s]
    100914it [07:35, 254.17it/s]
    100942it [07:35, 261.26it/s]
    100972it [07:35, 271.70it/s]
    101000it [07:35, 268.20it/s]
    101032it [07:35, 283.06it/s]
    101062it [07:35, 287.65it/s]
    101091it [07:36, 282.03it/s]
    101122it [07:36, 281.58it/s]
    101153it [07:36, 289.27it/s]
    101184it [07:36, 292.43it/s]
    101214it [07:36, 287.86it/s]
    101243it [07:36, 274.16it/s]
    101271it [07:36, 271.69it/s]
    101299it [07:36, 269.47it/s]
    101327it [07:36, 264.59it/s]
    101356it [07:37, 270.47it/s]
    101384it [07:37, 249.54it/s]
    101410it [07:37, 240.02it/s]
    101435it [07:37, 242.50it/s]
    101465it [07:37, 257.85it/s]
    101497it [07:37, 275.34it/s]
    101527it [07:37, 281.36it/s]
    101556it [07:37, 276.51it/s]
    101584it [07:37, 264.49it/s]
    101620it [07:38, 289.31it/s]
    101650it [07:38, 283.43it/s]
    101684it [07:38, 299.35it/s]
    101715it [07:38, 301.87it/s]
    101746it [07:38, 288.98it/s]
    101779it [07:38, 300.49it/s]
    101810it [07:38, 263.06it/s]
    101838it [07:38, 242.63it/s]
    101864it [07:38, 246.93it/s]
    101890it [07:39, 243.52it/s]
    101917it [07:39, 248.75it/s]
    101945it [07:39, 257.23it/s]
    101973it [07:39, 262.99it/s]
    102005it [07:39, 279.32it/s]
    102040it [07:39, 297.92it/s]
    102070it [07:39, 220.33it/s]
    102096it [07:39, 205.62it/s]
    102119it [07:40, 206.61it/s]
    102153it [07:40, 238.04it/s]
    102182it [07:40, 249.90it/s]
    102214it [07:40, 264.37it/s]
    102242it [07:40, 268.11it/s]
    102272it [07:40, 274.75it/s]
    102301it [07:40, 278.08it/s]
    102330it [07:40, 277.23it/s]
    102359it [07:40, 278.80it/s]
    102388it [07:40, 276.72it/s]
    102416it [07:41, 269.61it/s]
    102444it [07:41, 267.39it/s]
    102473it [07:41, 272.94it/s]
    102501it [07:41, 265.23it/s]
    102528it [07:41, 264.23it/s]
    102555it [07:41, 261.16it/s]
    102582it [07:41, 251.04it/s]
    102608it [07:41, 249.90it/s]
    102634it [07:41, 239.97it/s]
    102659it [07:42, 234.38it/s]
    102683it [07:42, 228.07it/s]
    102710it [07:42, 236.99it/s]
    102736it [07:42, 241.24it/s]
    102761it [07:42, 242.13it/s]
    102786it [07:42, 241.07it/s]
    102815it [07:42, 253.55it/s]
    102842it [07:42, 256.74it/s]
    102869it [07:42, 256.24it/s]
    102895it [07:43, 243.14it/s]
    102922it [07:43, 248.72it/s]
    102949it [07:43, 254.44it/s]
    102975it [07:43, 246.93it/s]
    103004it [07:43, 257.78it/s]
    103034it [07:43, 267.87it/s]
    103061it [07:43, 263.16it/s]
    103088it [07:43, 241.62it/s]
    103115it [07:43, 247.62it/s]
    103141it [07:44, 235.49it/s]
    103165it [07:44, 232.55it/s]
    103192it [07:44, 242.72it/s]
    103217it [07:44, 244.12it/s]
    103244it [07:44, 251.46it/s]
    103275it [07:44, 267.69it/s]
    103302it [07:44, 267.95it/s]
    103329it [07:44, 263.91it/s]
    103356it [07:44, 265.51it/s]
    103383it [07:44, 262.06it/s]
    103412it [07:45, 268.75it/s]
    103440it [07:45, 268.91it/s]
    103467it [07:45, 263.93it/s]
    103494it [07:45, 265.30it/s]
    103523it [07:45, 272.04it/s]
    103552it [07:45, 277.32it/s]
    103580it [07:45, 276.16it/s]
    103608it [07:45, 271.46it/s]
    103636it [07:45, 264.11it/s]
    103663it [07:45, 249.25it/s]
    103689it [07:46, 250.10it/s]
    103715it [07:46, 245.31it/s]
    103740it [07:46, 239.31it/s]
    103769it [07:46, 249.77it/s]
    103795it [07:46, 239.37it/s]
    103823it [07:46, 249.87it/s]
    103853it [07:46, 263.37it/s]
    103880it [07:46, 258.21it/s]
    103908it [07:46, 261.86it/s]
    103940it [07:47, 277.34it/s]
    103972it [07:47, 289.44it/s]
    104002it [07:47, 290.92it/s]
    104032it [07:47, 288.38it/s]
    104061it [07:47, 286.71it/s]
    104090it [07:47, 282.96it/s]
    104119it [07:47, 281.51it/s]
    104148it [07:47, 283.77it/s]
    104177it [07:47, 282.11it/s]
    104206it [07:47, 272.96it/s]
    104239it [07:48, 287.39it/s]
    104268it [07:48, 271.19it/s]
    104299it [07:48, 279.76it/s]
    104328it [07:48, 268.71it/s]
    104359it [07:48, 278.50it/s]
    104393it [07:48, 294.99it/s]
    104423it [07:48, 278.50it/s]
    104452it [07:48, 251.90it/s]
    104481it [07:49, 261.76it/s]
    104513it [07:49, 277.62it/s]
    104542it [07:49, 280.40it/s]
    104575it [07:49, 292.40it/s]
    104610it [07:49, 307.29it/s]
    104641it [07:49, 303.25it/s]
    104672it [07:49, 288.63it/s]
    104702it [07:49, 267.70it/s]
    104730it [07:49, 270.52it/s]
    104763it [07:49, 285.81it/s]
    104792it [07:50, 276.77it/s]
    104823it [07:50, 282.36it/s]
    104852it [07:50, 280.30it/s]
    104881it [07:50, 281.69it/s]
    104910it [07:50, 274.89it/s]
    104940it [07:50, 281.72it/s]
    104972it [07:50, 292.72it/s]
    105003it [07:50, 296.31it/s]
    105033it [07:50, 290.77it/s]
    105063it [07:51, 259.59it/s]
    105092it [07:51, 267.47it/s]
    105122it [07:51, 274.56it/s]
    105153it [07:51, 280.57it/s]
    105184it [07:51, 287.27it/s]
    105213it [07:51, 282.98it/s]
    105242it [07:51, 282.01it/s]
    105271it [07:51, 271.52it/s]
    105303it [07:51, 285.08it/s]
    105332it [07:52, 282.43it/s]
    105361it [07:52, 280.95it/s]
    105390it [07:52, 280.53it/s]
    105419it [07:52, 279.97it/s]
    105448it [07:52, 255.54it/s]
    105474it [07:52, 255.41it/s]
    105501it [07:52, 257.94it/s]
    105531it [07:52, 269.00it/s]
    105559it [07:52, 265.99it/s]
    105587it [07:52, 269.89it/s]
    105618it [07:53, 279.38it/s]
    105647it [07:53, 257.28it/s]
    105674it [07:53, 254.22it/s]
    105701it [07:53, 257.60it/s]
    105727it [07:53, 257.58it/s]
    105755it [07:53, 263.74it/s]
    105787it [07:53, 277.47it/s]
    105815it [07:53, 273.93it/s]
    105844it [07:53, 276.66it/s]
    105872it [07:54, 270.65it/s]
    105900it [07:54, 264.67it/s]
    105931it [07:54, 276.04it/s]
    105959it [07:54, 276.76it/s]
    105992it [07:54, 291.50it/s]
    106024it [07:54, 299.03it/s]
    106054it [07:54, 291.66it/s]
    106084it [07:54, 283.79it/s]
    106113it [07:54, 282.87it/s]
    106142it [07:54, 277.06it/s]
    106173it [07:55, 284.46it/s]
    106202it [07:55, 281.22it/s]
    106231it [07:55, 282.22it/s]
    106260it [07:55, 256.65it/s]
    106287it [07:55, 245.72it/s]
    106315it [07:55, 253.47it/s]
    106341it [07:55, 252.64it/s]
    106369it [07:55, 260.27it/s]
    106396it [07:55, 257.25it/s]
    106426it [07:56, 266.78it/s]
    106455it [07:56, 272.58it/s]
    106483it [07:56, 274.37it/s]
    106513it [07:56, 276.16it/s]
    106544it [07:56, 283.86it/s]
    106578it [07:56, 298.24it/s]
    106610it [07:56, 304.24it/s]
    106646it [07:56, 318.75it/s]
    106678it [07:56, 306.59it/s]
    106709it [07:57, 302.55it/s]
    106740it [07:57, 276.66it/s]
    106769it [07:57, 270.52it/s]
    106797it [07:57, 254.34it/s]
    106823it [07:57, 245.31it/s]
    106849it [07:57, 245.90it/s]
    106874it [07:57, 240.80it/s]
    106905it [07:57, 258.38it/s]
    106932it [07:57, 261.28it/s]
    106959it [07:58, 257.00it/s]
    106985it [07:58, 246.88it/s]
    107011it [07:58, 248.34it/s]
    107039it [07:58, 256.84it/s]
    107065it [07:58, 256.51it/s]
    107091it [07:58, 254.88it/s]
    107118it [07:58, 258.68it/s]
    107144it [07:58, 254.19it/s]
    107172it [07:58, 260.27it/s]
    107199it [07:58, 250.67it/s]
    107225it [07:59, 246.63it/s]
    107255it [07:59, 258.54it/s]
    107283it [07:59, 260.16it/s]
    107310it [07:59, 262.46it/s]
    107337it [07:59, 259.61it/s]
    107364it [07:59, 257.98it/s]
    107390it [07:59, 257.77it/s]
    107416it [07:59, 242.77it/s]
    107445it [07:59, 255.08it/s]
    107471it [08:00, 238.49it/s]
    107498it [08:00, 246.63it/s]
    107526it [08:00, 253.68it/s]
    107552it [08:00, 250.40it/s]
    107583it [08:00, 265.86it/s]
    107616it [08:00, 279.34it/s]
    107645it [08:00, 270.76it/s]
    107674it [08:00, 275.38it/s]
    107702it [08:00, 267.77it/s]
    107730it [08:01, 270.99it/s]
    107758it [08:01, 268.36it/s]
    107787it [08:01, 271.78it/s]
    107815it [08:01, 269.22it/s]
    107842it [08:01, 258.81it/s]
    107868it [08:01, 254.55it/s]
    107894it [08:01, 254.73it/s]
    107923it [08:01, 264.08it/s]
    107951it [08:01, 267.03it/s]
    107983it [08:01, 279.74it/s]
    108016it [08:02, 292.26it/s]
    108048it [08:02, 299.36it/s]
    108078it [08:02, 289.01it/s]
    108109it [08:02, 292.96it/s]
    108139it [08:02, 293.24it/s]
    108172it [08:02, 301.93it/s]
    108203it [08:02, 278.00it/s]
    108232it [08:02, 270.66it/s]
    108261it [08:02, 275.04it/s]
    108289it [08:03, 266.32it/s]
    108317it [08:03, 267.36it/s]
    108348it [08:03, 275.73it/s]
    108380it [08:03, 286.86it/s]
    108410it [08:03, 288.77it/s]
    108443it [08:03, 299.58it/s]
    108474it [08:03, 291.56it/s]
    108504it [08:03, 293.32it/s]
    108538it [08:03, 306.51it/s]
    108569it [08:03, 293.37it/s]
    108599it [08:04, 280.56it/s]
    108628it [08:04, 269.06it/s]
    108657it [08:04, 271.09it/s]
    108686it [08:04, 274.91it/s]
    108714it [08:04, 273.17it/s]
    108746it [08:04, 285.83it/s]
    108775it [08:04, 286.06it/s]
    108805it [08:04, 287.20it/s]
    108834it [08:04, 278.74it/s]
    108862it [08:05, 274.16it/s]
    108890it [08:05, 275.62it/s]
    108919it [08:05, 279.73it/s]
    108948it [08:05, 279.41it/s]
    108977it [08:05, 280.79it/s]
    109006it [08:05, 247.36it/s]
    109038it [08:05, 265.25it/s]
    109066it [08:05, 269.18it/s]
    109097it [08:05, 278.52it/s]
    109126it [08:06, 275.98it/s]
    109157it [08:06, 284.65it/s]
    109186it [08:06, 276.92it/s]
    109215it [08:06, 279.25it/s]
    109244it [08:06, 268.71it/s]
    109275it [08:06, 279.52it/s]
    109304it [08:06, 281.68it/s]
    109335it [08:06, 289.27it/s]
    109365it [08:06, 289.68it/s]
    109395it [08:06, 291.18it/s]
    109425it [08:07, 282.39it/s]
    109455it [08:07, 283.73it/s]
    109485it [08:07, 286.84it/s]
    109514it [08:07, 281.19it/s]
    109543it [08:07, 277.62it/s]
    109571it [08:07, 258.37it/s]
    109598it [08:07, 231.03it/s]
    109623it [08:07, 234.94it/s]
    109652it [08:07, 249.30it/s]
    109678it [08:08, 250.07it/s]
    109704it [08:08, 225.70it/s]
    109728it [08:08, 207.03it/s]
    109750it [08:08, 206.12it/s]
    109778it [08:08, 224.56it/s]
    109804it [08:08, 233.17it/s]
    109828it [08:08, 220.29it/s]
    109853it [08:08, 224.44it/s]
    109876it [08:09, 207.73it/s]
    109898it [08:09, 167.72it/s]
    109917it [08:09, 164.02it/s]
    109935it [08:09, 163.00it/s]
    109961it [08:09, 183.77it/s]
    109982it [08:09, 189.53it/s]
    110002it [08:09, 168.58it/s]
    110025it [08:09, 183.03it/s]
    110051it [08:10, 202.23it/s]
    110073it [08:10, 197.87it/s]
    110094it [08:10, 171.75it/s]
    110122it [08:10, 195.41it/s]
    110149it [08:10, 212.73it/s]
    110172it [08:10, 198.12it/s]
    110193it [08:10, 185.05it/s]
    110221it [08:10, 208.17it/s]
    110249it [08:11, 225.95it/s]
    110273it [08:11, 205.00it/s]
    110301it [08:11, 222.31it/s]
    110330it [08:11, 239.37it/s]
    110356it [08:11, 244.11it/s]
    110383it [08:11, 250.83it/s]
    110409it [08:11, 211.11it/s]
    110436it [08:11, 225.55it/s]
    110461it [08:11, 231.01it/s]
    110486it [08:12, 233.16it/s]
    110516it [08:12, 249.43it/s]
    110545it [08:12, 258.32it/s]
    110572it [08:12, 233.06it/s]
    110597it [08:12, 219.15it/s]
    110620it [08:12, 193.35it/s]
    110641it [08:12, 173.97it/s]
    110660it [08:12, 177.22it/s]
    110680it [08:13, 182.02it/s]
    110699it [08:13, 183.48it/s]
    110718it [08:13, 182.88it/s]
    110737it [08:13, 164.05it/s]
    110754it [08:13, 149.88it/s]
    110772it [08:13, 157.40it/s]
    110792it [08:13, 167.90it/s]
    110810it [08:13, 162.72it/s]
    110827it [08:13, 157.37it/s]
    110847it [08:14, 166.20it/s]
    110868it [08:14, 174.75it/s]
    110888it [08:14, 181.48it/s]
    110908it [08:14, 185.27it/s]
    110929it [08:14, 183.55it/s]
    110948it [08:14, 183.89it/s]
    110970it [08:14, 192.91it/s]
    110992it [08:14, 199.60it/s]
    111013it [08:15, 155.32it/s]
    111042it [08:15, 186.49it/s]
    111069it [08:15, 206.80it/s]
    111093it [08:15, 214.99it/s]
    111116it [08:15, 208.25it/s]
    111140it [08:15, 215.63it/s]
    111163it [08:15, 202.27it/s]
    111184it [08:15, 195.86it/s]
    111210it [08:15, 212.90it/s]
    111232it [08:15, 207.81it/s]
    111256it [08:16, 215.03it/s]
    111283it [08:16, 229.27it/s]
    111307it [08:16, 227.66it/s]
    111330it [08:16, 204.29it/s]
    111357it [08:16, 219.73it/s]
    111387it [08:16, 240.65it/s]
    111412it [08:16, 216.77it/s]
    111435it [08:16, 217.34it/s]
    111458it [08:17, 217.38it/s]
    111489it [08:17, 242.06it/s]
    111514it [08:17, 235.59it/s]
    111538it [08:17, 236.72it/s]
    111562it [08:17, 224.02it/s]
    111585it [08:17, 196.67it/s]
    111612it [08:17, 214.39it/s]
    111638it [08:17, 226.18it/s]
    111669it [08:17, 249.21it/s]
    111697it [08:18, 256.79it/s]
    111727it [08:18, 267.82it/s]
    111755it [08:18, 258.14it/s]
    111782it [08:18, 256.41it/s]
    111808it [08:18, 253.49it/s]
    111834it [08:18, 248.53it/s]
    111859it [08:18, 232.16it/s]
    111883it [08:18, 223.63it/s]
    111906it [08:18, 205.34it/s]
    111937it [08:19, 232.23it/s]
    111967it [08:19, 250.27it/s]
    111993it [08:19, 245.88it/s]
    112020it [08:19, 248.68it/s]
    112049it [08:19, 260.16it/s]
    112076it [08:19, 260.63it/s]
    112103it [08:19, 259.00it/s]
    112130it [08:19, 254.22it/s]
    112158it [08:19, 258.10it/s]
    112184it [08:19, 247.97it/s]
    112209it [08:20, 232.44it/s]
    112233it [08:20, 183.08it/s]
    112253it [08:20, 172.72it/s]
    112272it [08:20, 172.98it/s]
    112291it [08:20, 161.44it/s]
    112308it [08:20, 154.76it/s]
    112324it [08:20, 135.56it/s]
    112339it [08:21, 128.88it/s]
    112353it [08:21, 124.60it/s]
    112370it [08:21, 134.70it/s]
    112388it [08:21, 144.17it/s]
    112405it [08:21, 150.05it/s]
    112424it [08:21, 157.13it/s]
    112442it [08:21, 161.70it/s]
    112459it [08:21, 150.56it/s]
    112475it [08:22, 123.94it/s]
    112489it [08:22, 123.53it/s]
    112506it [08:22, 134.38it/s]
    112524it [08:22, 142.58it/s]
    112539it [08:22, 123.75it/s]
    112555it [08:22, 131.49it/s]
    112569it [08:22, 121.83it/s]
    112587it [08:22, 134.41it/s]
    112602it [08:23, 136.25it/s]
    112617it [08:23, 139.34it/s]
    112632it [08:23, 128.21it/s]
    112646it [08:23, 117.06it/s]
    112659it [08:23, 119.76it/s]
    112686it [08:23, 159.00it/s]
    112704it [08:23, 162.67it/s]
    112721it [08:23, 155.55it/s]
    112737it [08:23, 144.60it/s]
    112753it [08:24, 146.38it/s]
    112773it [08:24, 159.07it/s]
    112791it [08:24, 154.64it/s]
    112807it [08:24, 134.46it/s]
    112831it [08:24, 160.44it/s]
    112854it [08:24, 175.34it/s]
    112882it [08:24, 201.81it/s]
    112907it [08:24, 214.58it/s]
    112936it [08:24, 234.61it/s]
    112961it [08:25, 220.99it/s]
    112984it [08:25, 210.65it/s]
    113006it [08:25, 175.72it/s]
    113029it [08:25, 184.27it/s]
    113049it [08:25, 182.56it/s]
    113068it [08:25, 168.32it/s]
    113089it [08:25, 178.28it/s]
    113115it [08:25, 199.56it/s]
    113144it [08:26, 222.24it/s]
    113173it [08:26, 237.39it/s]
    113201it [08:26, 249.34it/s]
    113227it [08:26, 178.39it/s]
    113248it [08:26, 164.79it/s]
    113267it [08:26, 164.16it/s]
    113292it [08:26, 183.44it/s]
    113312it [08:27, 182.16it/s]
    113332it [08:27, 167.06it/s]
    113359it [08:27, 192.47it/s]
    113389it [08:27, 218.73it/s]
    113417it [08:27, 234.86it/s]
    113442it [08:27, 234.78it/s]
    113467it [08:27, 221.52it/s]
    113490it [08:27, 205.59it/s]
    113512it [08:27, 203.59it/s]
    113537it [08:28, 214.54it/s]
    113559it [08:28, 197.54it/s]
    113580it [08:28, 190.97it/s]
    113600it [08:28, 173.06it/s]
    113627it [08:28, 196.05it/s]
    113654it [08:28, 215.53it/s]
    113680it [08:28, 227.03it/s]
    113704it [08:28, 201.73it/s]
    113726it [08:28, 205.43it/s]
    113748it [08:29, 196.71it/s]
    113769it [08:29, 200.13it/s]
    113790it [08:29, 194.02it/s]
    113810it [08:29, 192.73it/s]
    113832it [08:29, 199.43it/s]
    113853it [08:29, 184.74it/s]
    113875it [08:29, 189.98it/s]
    113900it [08:29, 205.17it/s]
    113924it [08:29, 214.89it/s]
    113949it [08:30, 223.66it/s]
    113972it [08:30, 195.69it/s]
    113996it [08:30, 204.53it/s]
    114020it [08:30, 210.65it/s]
    114047it [08:30, 226.85it/s]
    114075it [08:30, 239.63it/s]
    114102it [08:30, 247.45it/s]
    114128it [08:30, 240.98it/s]
    114153it [08:30, 230.07it/s]
    114177it [08:31, 229.68it/s]
    114201it [08:31, 213.00it/s]
    114223it [08:31, 211.17it/s]
    114249it [08:31, 219.91it/s]
    114272it [08:31, 220.23it/s]
    114297it [08:31, 226.43it/s]
    114322it [08:31, 232.00it/s]
    114346it [08:31, 233.58it/s]
    114370it [08:31, 234.53it/s]
    114394it [08:32, 213.52it/s]
    114416it [08:32, 208.76it/s]
    114444it [08:32, 224.91it/s]
    114467it [08:32, 222.02it/s]
    114491it [08:32, 225.88it/s]
    114514it [08:32, 225.56it/s]
    114538it [08:32, 229.17it/s]
    114570it [08:32, 254.30it/s]
    114596it [08:32, 242.67it/s]
    114621it [08:33, 233.80it/s]
    114651it [08:33, 251.22it/s]
    114678it [08:33, 255.93it/s]
    114707it [08:33, 265.74it/s]
    114734it [08:33, 250.72it/s]
    114770it [08:33, 279.25it/s]
    114799it [08:33, 260.69it/s]
    114826it [08:33, 222.18it/s]
    114850it [08:34, 148.89it/s]
    114869it [08:34, 144.71it/s]
    114888it [08:34, 152.56it/s]
    114906it [08:34, 120.88it/s]
    114921it [08:34, 114.64it/s]
    114937it [08:34, 122.98it/s]
    114955it [08:35, 135.49it/s]
    114971it [08:35, 111.72it/s]
    114984it [08:35, 106.82it/s]
    114996it [08:35, 105.43it/s]
    115010it [08:35, 110.40it/s]
    115027it [08:35, 123.81it/s]
    115041it [08:35, 127.53it/s]
    115055it [08:35, 130.39it/s]
    115069it [08:36, 122.71it/s]
    115082it [08:36, 111.19it/s]
    115094it [08:36, 101.55it/s]
    115105it [08:36, 79.44it/s] 
    115118it [08:36, 89.76it/s]
    115134it [08:36, 105.54it/s]
    115148it [08:36, 113.77it/s]
    115168it [08:36, 134.22it/s]
    115187it [08:37, 147.18it/s]
    115203it [08:37, 150.15it/s]
    115219it [08:37, 128.09it/s]
    115233it [08:37, 96.67it/s] 
    115256it [08:37, 124.31it/s]
    115277it [08:37, 143.05it/s]
    115297it [08:37, 155.78it/s]
    115315it [08:38, 138.91it/s]
    115332it [08:38, 143.08it/s]
    115351it [08:38, 152.94it/s]
    115372it [08:38, 165.03it/s]
    115390it [08:38, 147.26it/s]
    115406it [08:38, 117.84it/s]
    115428it [08:38, 137.32it/s]
    115451it [08:38, 158.09it/s]
    115473it [08:39, 172.49it/s]
    115498it [08:39, 192.13it/s]
    115519it [08:39, 188.21it/s]
    115539it [08:39, 168.49it/s]
    115564it [08:39, 183.28it/s]
    115586it [08:39, 190.09it/s]
    115606it [08:39, 179.43it/s]
    115625it [08:39, 166.70it/s]
    115644it [08:40, 171.95it/s]
    115669it [08:40, 192.39it/s]
    115695it [08:40, 210.43it/s]
    115719it [08:40, 211.75it/s]
    115741it [08:40, 178.25it/s]
    115760it [08:40, 174.79it/s]
    115779it [08:40, 171.59it/s]
    115805it [08:40, 192.84it/s]
    115827it [08:40, 199.88it/s]
    115848it [08:41, 201.08it/s]
    115869it [08:41, 199.04it/s]
    115896it [08:41, 218.75it/s]
    115919it [08:41, 195.58it/s]
    115940it [08:41, 183.22it/s]
    115959it [08:41, 171.09it/s]
    115980it [08:41, 180.64it/s]
    116005it [08:41, 198.41it/s]
    116030it [08:41, 211.15it/s]
    116056it [08:42, 224.41it/s]
    116079it [08:42, 220.61it/s]
    116102it [08:42, 208.15it/s]
    116124it [08:42, 205.24it/s]
    116147it [08:42, 210.70it/s]
    116170it [08:42, 213.37it/s]
    116192it [08:42, 212.36it/s]
    116214it [08:42, 197.66it/s]
    116235it [08:42, 183.68it/s]
    116254it [08:43, 171.86it/s]
    116278it [08:43, 185.14it/s]
    116305it [08:43, 206.46it/s]
    116327it [08:43, 208.54it/s]
    116356it [08:43, 229.20it/s]
    116380it [08:43, 197.27it/s]
    116410it [08:43, 223.18it/s]
    116435it [08:43, 229.84it/s]
    116465it [08:44, 247.03it/s]
    116491it [08:44, 233.27it/s]
    116516it [08:44, 235.12it/s]
    116540it [08:44, 226.41it/s]
    116563it [08:44, 209.37it/s]
    116585it [08:44, 184.91it/s]
    116605it [08:44, 164.69it/s]
    116629it [08:44, 181.27it/s]
    116650it [08:44, 188.27it/s]
    116681it [08:45, 220.26it/s]
    116710it [08:45, 236.47it/s]
    116735it [08:45, 238.17it/s]
    116760it [08:45, 228.86it/s]
    116784it [08:45, 222.94it/s]
    116807it [08:45, 217.88it/s]
    116831it [08:45, 222.46it/s]
    116863it [08:45, 246.05it/s]
    116889it [08:45, 248.39it/s]
    116914it [08:46, 243.68it/s]
    116939it [08:46, 227.60it/s]
    116963it [08:46, 221.62it/s]
    116986it [08:46, 207.45it/s]
    117007it [08:46, 205.53it/s]
    117030it [08:46, 209.02it/s]
    117057it [08:46, 224.48it/s]
    117080it [08:46, 225.48it/s]
    117105it [08:46, 231.15it/s]
    117129it [08:47, 231.05it/s]
    117153it [08:47, 219.29it/s]
    117181it [08:47, 234.36it/s]
    117207it [08:47, 240.58it/s]
    117232it [08:47, 192.18it/s]
    117253it [08:47, 129.69it/s]
    117270it [08:48, 124.70it/s]
    117285it [08:48, 107.04it/s]
    117301it [08:48, 116.50it/s]
    117315it [08:48, 93.63it/s] 
    117327it [08:48, 87.63it/s]
    117338it [08:48, 90.89it/s]
    117350it [08:48, 96.96it/s]
    117365it [08:49, 102.65it/s]
    117376it [08:49, 104.14it/s]
    117387it [08:49, 100.93it/s]
    117398it [08:49, 87.39it/s] 
    117411it [08:49, 87.10it/s]
    117426it [08:49, 97.81it/s]
    117446it [08:49, 121.11it/s]
    117467it [08:49, 141.71it/s]
    117482it [08:50, 141.96it/s]
    117500it [08:50, 146.44it/s]
    117516it [08:50, 105.22it/s]
    117529it [08:50, 80.82it/s] 
    117545it [08:50, 94.20it/s]
    117561it [08:50, 106.52it/s]
    117577it [08:51, 117.83it/s]
    117600it [08:51, 140.54it/s]
    117616it [08:51, 133.82it/s]
    117631it [08:51, 118.10it/s]
    117644it [08:51, 113.21it/s]
    117656it [08:51, 84.27it/s] 
    117669it [08:51, 93.21it/s]
    117681it [08:52, 98.02it/s]
    117700it [08:52, 118.76it/s]
    117720it [08:52, 137.24it/s]
    117735it [08:52, 136.46it/s]
    117750it [08:52, 117.66it/s]
    117763it [08:52, 97.77it/s] 
    117774it [08:52, 95.17it/s]
    117795it [08:52, 119.93it/s]
    117812it [08:53, 125.44it/s]
    117827it [08:53, 130.56it/s]
    117846it [08:53, 145.99it/s]
    117864it [08:53, 151.65it/s]
    117885it [08:53, 166.14it/s]
    117908it [08:53, 183.09it/s]
    117930it [08:53, 191.00it/s]
    117953it [08:53, 197.28it/s]
    117976it [08:53, 205.38it/s]
    117997it [08:54, 201.40it/s]
    118018it [08:54, 187.21it/s]
    118037it [08:54, 164.95it/s]
    118055it [08:54, 150.63it/s]
    118071it [08:54, 136.51it/s]
    118086it [08:54, 139.05it/s]
    118104it [08:54, 149.03it/s]
    118127it [08:54, 167.57it/s]
    118145it [08:55, 170.11it/s]
    118169it [08:55, 189.22it/s]
    118193it [08:55, 203.06it/s]
    118214it [08:55, 194.54it/s]
    118236it [08:55, 197.06it/s]
    118256it [08:55, 187.31it/s]
    118275it [08:55, 182.36it/s]
    118294it [08:55, 172.53it/s]
    118312it [08:55, 172.19it/s]
    118330it [08:56, 144.05it/s]
    118347it [08:56, 150.37it/s]
    118368it [08:56, 164.52it/s]
    118388it [08:56, 172.46it/s]
    118407it [08:56, 176.20it/s]
    118436it [08:56, 205.97it/s]
    118458it [08:56, 209.53it/s]
    118486it [08:56, 227.93it/s]
    118510it [08:56, 214.69it/s]
    118532it [08:57, 193.23it/s]
    118552it [08:57, 187.83it/s]
    118572it [08:57, 187.28it/s]
    118593it [08:57, 192.88it/s]
    118617it [08:57, 204.90it/s]
    118638it [08:57, 165.72it/s]
    118656it [08:57, 153.98it/s]
    118673it [08:57, 153.88it/s]
    118692it [08:58, 162.17it/s]
    118718it [08:58, 187.46it/s]
    118738it [08:58, 188.62it/s]
    118758it [08:58, 182.69it/s]
    118779it [08:58, 189.78it/s]
    118799it [08:58, 192.64it/s]
    118823it [08:58, 203.16it/s]
    118848it [08:58, 216.17it/s]
    118873it [08:58, 220.14it/s]
    118897it [08:58, 219.26it/s]
    118920it [08:59, 215.53it/s]
    118945it [08:59, 223.55it/s]
    118968it [08:59, 221.86it/s]
    118991it [08:59, 183.36it/s]
    119011it [08:59, 179.16it/s]
    119032it [08:59, 186.03it/s]
    119052it [08:59, 180.99it/s]
    119077it [08:59, 198.69it/s]
    119098it [09:00, 201.65it/s]
    119128it [09:00, 226.87it/s]
    119153it [09:00, 233.21it/s]
    119183it [09:00, 251.44it/s]
    119209it [09:00, 250.76it/s]
    119235it [09:00, 248.60it/s]
    119261it [09:00, 245.10it/s]
    119286it [09:00, 229.62it/s]
    119310it [09:00, 212.51it/s]
    119332it [09:01, 192.55it/s]
    119352it [09:01, 175.01it/s]
    119370it [09:01, 172.07it/s]
    119393it [09:01, 184.72it/s]
    119415it [09:01, 193.58it/s]
    119439it [09:01, 205.36it/s]
    119467it [09:01, 225.54it/s]
    119490it [09:01, 224.98it/s]
    119515it [09:01, 232.10it/s]
    119544it [09:02, 248.21it/s]
    119570it [09:02, 250.08it/s]
    119596it [09:02, 241.69it/s]
    119621it [09:02, 140.47it/s]
    119641it [09:02, 120.38it/s]
    119658it [09:02, 128.71it/s]
    119675it [09:03, 112.59it/s]
    119689it [09:03, 97.45it/s] 
    119705it [09:03, 108.90it/s]
    119725it [09:03, 127.02it/s]
    119740it [09:03, 129.48it/s]
    119755it [09:03, 128.98it/s]
    119769it [09:03, 99.42it/s] 
    119781it [09:04, 91.10it/s]
    119792it [09:04, 85.61it/s]
    119807it [09:04, 98.78it/s]
    119827it [09:04, 119.96it/s]
    119842it [09:04, 126.14it/s]
    119858it [09:04, 127.53it/s]
    119872it [09:04, 103.34it/s]
    119884it [09:05, 93.53it/s] 
    119902it [09:05, 111.28it/s]
    119915it [09:05, 107.94it/s]
    119930it [09:05, 117.47it/s]
    119949it [09:05, 135.59it/s]
    119966it [09:05, 142.06it/s]
    119985it [09:05, 147.67it/s]
    120001it [09:05, 137.06it/s]
    120016it [09:06, 111.07it/s]
    120029it [09:06, 113.96it/s]
    120045it [09:06, 122.78it/s]
    120063it [09:06, 136.48it/s]
    120084it [09:06, 152.34it/s]
    120108it [09:06, 174.96it/s]
    120127it [09:06, 176.32it/s]
    120146it [09:06, 178.86it/s]
    120165it [09:06, 163.12it/s]
    120182it [09:07, 125.56it/s]
    120197it [09:07, 125.58it/s]
    120213it [09:07, 132.07it/s]
    120229it [09:07, 137.25it/s]
    120252it [09:07, 161.10it/s]
    120271it [09:07, 167.05it/s]
    120295it [09:07, 186.04it/s]
    120323it [09:07, 205.58it/s]
    120344it [09:08, 192.21it/s]
    120364it [09:08, 148.98it/s]
    120381it [09:08, 146.82it/s]
    120397it [09:08, 138.18it/s]
    120414it [09:08, 145.34it/s]
    120439it [09:08, 171.46it/s]
    120459it [09:08, 176.84it/s]
    120478it [09:08, 174.47it/s]
    120496it [09:09, 159.52it/s]
    120513it [09:09, 157.48it/s]
    120530it [09:09, 115.67it/s]
    120549it [09:09, 129.10it/s]
    120571it [09:09, 150.09it/s]
    120588it [09:09, 154.00it/s]
    120605it [09:09, 147.48it/s]
    120621it [09:10, 139.36it/s]
    120636it [09:10, 140.33it/s]
    120653it [09:10, 145.33it/s]
    120670it [09:10, 146.44it/s]
    120685it [09:10, 130.86it/s]
    120700it [09:10, 134.44it/s]
    120716it [09:10, 136.91it/s]
    120739it [09:10, 158.94it/s]
    120758it [09:10, 167.26it/s]
    120781it [09:11, 183.62it/s]
    120802it [09:11, 188.70it/s]
    120822it [09:11, 185.05it/s]
    120841it [09:11, 183.69it/s]
    120860it [09:11, 167.16it/s]
    120878it [09:11, 159.43it/s]
    120898it [09:11, 168.48it/s]
    120921it [09:11, 184.94it/s]
    120943it [09:11, 193.13it/s]
    120971it [09:12, 212.47it/s]
    120995it [09:12, 219.57it/s]
    121018it [09:12, 200.67it/s]
    121039it [09:12, 179.38it/s]
    121059it [09:12, 182.78it/s]
    121082it [09:12, 192.62it/s]
    121102it [09:12, 157.30it/s]
    121119it [09:12, 159.39it/s]
    121136it [09:13, 155.39it/s]
    121160it [09:13, 175.77it/s]
    121179it [09:13, 169.97it/s]
    121206it [09:13, 194.23it/s]
    121230it [09:13, 206.22it/s]
    121253it [09:13, 212.53it/s]
    121275it [09:13, 206.83it/s]
    121299it [09:13, 212.74it/s]
    121321it [09:13, 203.35it/s]
    121342it [09:14, 190.68it/s]
    121362it [09:14, 184.37it/s]
    121381it [09:14, 185.83it/s]
    121400it [09:14, 98.40it/s] 
    121415it [09:14, 90.47it/s]
    121428it [09:15, 94.85it/s]
    121440it [09:15, 99.10it/s]
    121452it [09:15, 87.35it/s]
    121463it [09:15, 82.53it/s]
    121481it [09:15, 101.53it/s]
    121496it [09:15, 111.24it/s]
    121509it [09:15, 101.72it/s]
    121521it [09:15, 95.24it/s] 
    121539it [09:16, 98.18it/s]
    121551it [09:16, 101.35it/s]
    121570it [09:16, 122.13it/s]
    121588it [09:16, 136.16it/s]
    121604it [09:16, 134.59it/s]
    121619it [09:16, 98.93it/s] 
    121631it [09:16, 99.66it/s]
    121648it [09:17, 112.04it/s]
    121669it [09:17, 134.24it/s]
    121692it [09:17, 156.36it/s]
    121711it [09:17, 163.55it/s]
    121729it [09:17, 164.67it/s]
    121747it [09:17, 164.79it/s]
    121764it [09:17, 121.63it/s]
    121779it [09:17, 114.54it/s]
    121795it [09:18, 123.63it/s]
    121813it [09:18, 134.58it/s]
    121834it [09:18, 150.95it/s]
    121852it [09:18, 155.36it/s]
    121869it [09:18, 156.22it/s]
    121886it [09:18, 103.34it/s]
    121905it [09:18, 119.69it/s]
    121922it [09:19, 127.27it/s]
    121937it [09:19, 131.14it/s]
    121952it [09:19, 122.57it/s]
    121966it [09:19, 95.16it/s] 
    121985it [09:19, 113.10it/s]
    122002it [09:19, 124.29it/s]
    122016it [09:19, 127.30it/s]
    122030it [09:19, 126.03it/s]
    122044it [09:20, 128.34it/s]
    122058it [09:20, 114.17it/s]
    122071it [09:20, 116.40it/s]
    122086it [09:20, 122.43it/s]
    122099it [09:20, 116.67it/s]
    122111it [09:20, 108.62it/s]
    122123it [09:20, 99.30it/s] 
    122137it [09:20, 109.35it/s]
    122157it [09:21, 123.87it/s]
    122179it [09:21, 147.55it/s]
    122195it [09:21, 147.60it/s]
    122211it [09:21, 121.74it/s]
    122225it [09:21, 125.63it/s]
    122245it [09:21, 144.36it/s]
    122269it [09:21, 168.72it/s]
    122295it [09:21, 187.57it/s]
    122315it [09:21, 179.26it/s]
    122334it [09:22, 170.91it/s]
    122352it [09:22, 128.59it/s]
    122367it [09:22, 130.01it/s]
    122385it [09:22, 139.65it/s]
    122406it [09:22, 153.90it/s]
    122428it [09:22, 170.32it/s]
    122446it [09:22, 168.37it/s]
    122465it [09:22, 173.93it/s]
    122485it [09:23, 181.04it/s]
    122504it [09:23, 181.45it/s]
    122523it [09:23, 103.17it/s]
    122538it [09:23, 78.62it/s] 
    122550it [09:24, 82.81it/s]
    122562it [09:24, 85.57it/s]
    122573it [09:24, 87.89it/s]
    122584it [09:24, 71.87it/s]
    122593it [09:24, 71.21it/s]
    122602it [09:24, 67.42it/s]
    122617it [09:24, 83.70it/s]
    122632it [09:25, 77.15it/s]
    122647it [09:25, 91.76it/s]
    122659it [09:25, 97.47it/s]
    122670it [09:25, 92.78it/s]
    122681it [09:25, 81.78it/s]
    122696it [09:25, 97.03it/s]
    122713it [09:25, 113.45it/s]
    122727it [09:25, 119.56it/s]
    122748it [09:26, 143.49it/s]
    122764it [09:26, 147.15it/s]
    122780it [09:26, 131.22it/s]
    122794it [09:26, 102.65it/s]
    122807it [09:26, 108.32it/s]
    122819it [09:26, 109.86it/s]
    122832it [09:26, 112.58it/s]
    122844it [09:26, 100.03it/s]
    122855it [09:27, 79.66it/s] 
    122870it [09:27, 89.57it/s]
    122880it [09:27, 83.98it/s]
    122889it [09:27, 73.80it/s]
    122905it [09:27, 91.22it/s]
    122923it [09:27, 109.67it/s]
    122935it [09:27, 109.70it/s]
    122947it [09:28, 90.49it/s] 
    122965it [09:28, 110.14it/s]
    122979it [09:28, 116.62it/s]
    122992it [09:28, 115.40it/s]
    123005it [09:28, 99.06it/s] 
    123019it [09:28, 107.98it/s]
    123040it [09:28, 132.77it/s]
    123062it [09:28, 155.33it/s]
    123079it [09:29, 156.65it/s]
    123096it [09:29, 115.22it/s]
    123115it [09:29, 130.91it/s]
    123133it [09:29, 142.49it/s]
    123150it [09:29, 148.30it/s]
    123172it [09:29, 165.93it/s]
    123194it [09:29, 180.32it/s]
    123213it [09:29, 173.33it/s]
    123231it [09:30, 171.76it/s]
    123249it [09:30, 172.13it/s]
    123267it [09:30, 128.30it/s]
    123282it [09:30, 121.64it/s]
    123297it [09:30, 127.00it/s]
    123315it [09:30, 139.39it/s]
    123330it [09:30, 141.69it/s]
    123348it [09:30, 148.36it/s]
    123364it [09:31, 145.00it/s]
    123379it [09:31, 89.36it/s] 
    123391it [09:31, 48.63it/s]
    123400it [09:32, 49.88it/s]
    123408it [09:32, 42.98it/s]
    123421it [09:32, 54.55it/s]
    123436it [09:32, 69.74it/s]
    123452it [09:32, 69.85it/s]
    123462it [09:32, 69.71it/s]
    123471it [09:33, 63.97it/s]
    123480it [09:33, 65.55it/s]
    123488it [09:33, 63.55it/s]
    123496it [09:33, 65.86it/s]
    123504it [09:33, 68.11it/s]
    123517it [09:33, 81.83it/s]
    123528it [09:33, 88.90it/s]
    123539it [09:34, 73.73it/s]
    123548it [09:34, 74.63it/s]
    123557it [09:34, 77.15it/s]
    123566it [09:34, 80.13it/s]
    123579it [09:34, 93.25it/s]
    123591it [09:34, 99.85it/s]
    123602it [09:34, 71.31it/s]
    123613it [09:34, 77.83it/s]
    123626it [09:35, 89.66it/s]
    123637it [09:35, 73.85it/s]
    123648it [09:35, 81.33it/s]
    123658it [09:35, 84.70it/s]
    123668it [09:35, 85.74it/s]
    123679it [09:35, 90.35it/s]
    123689it [09:35, 81.89it/s]
    123711it [09:35, 114.12it/s]
    123727it [09:36, 126.00it/s]
    123750it [09:36, 152.90it/s]
    123767it [09:36, 153.38it/s]
    123783it [09:36, 111.02it/s]
    123804it [09:36, 132.23it/s]
    123823it [09:36, 141.83it/s]
    123839it [09:36, 129.84it/s]
    123855it [09:36, 136.37it/s]
    123872it [09:37, 142.86it/s]
    123888it [09:37, 144.05it/s]
    123906it [09:37, 153.60it/s]
    123922it [09:37, 147.00it/s]
    123938it [09:37, 114.57it/s]
    123954it [09:37, 123.56it/s]
    123970it [09:37, 130.70it/s]
    123985it [09:37, 134.11it/s]
    124000it [09:38, 136.99it/s]
    124021it [09:38, 156.35it/s]
    124038it [09:38, 150.12it/s]
    124054it [09:38, 145.71it/s]
    124069it [09:38, 144.14it/s]
    124091it [09:38, 164.81it/s]
    124108it [09:38, 117.04it/s]
    124123it [09:38, 122.27it/s]
    124138it [09:39, 127.30it/s]
    124158it [09:39, 144.61it/s]
    124177it [09:39, 155.14it/s]
    124194it [09:39, 141.15it/s]
    124209it [09:40, 44.99it/s] 
    124220it [09:40, 51.39it/s]
    124231it [09:40, 47.23it/s]
    124242it [09:40, 54.81it/s]
    124252it [09:41, 52.46it/s]
    124260it [09:41, 43.15it/s]
    124267it [09:41, 44.22it/s]
    124273it [09:41, 45.32it/s]
    124279it [09:41, 45.84it/s]
    124285it [09:41, 44.49it/s]
    124292it [09:42, 48.24it/s]
    124298it [09:42, 48.94it/s]
    124306it [09:42, 55.57it/s]
    124313it [09:42, 53.13it/s]
    124319it [09:42, 54.32it/s]
    124328it [09:42, 63.16it/s]
    124338it [09:42, 72.27it/s]
    124349it [09:42, 80.26it/s]
    124358it [09:43, 67.26it/s]
    124368it [09:43, 74.90it/s]
    124384it [09:43, 96.42it/s]
    124396it [09:43, 102.61it/s]
    124409it [09:43, 109.55it/s]
    124421it [09:43, 112.04it/s]
    124433it [09:43, 101.04it/s]
    124444it [09:43, 89.08it/s] 
    124458it [09:43, 101.00it/s]
    124477it [09:44, 121.26it/s]
    124497it [09:44, 141.59it/s]
    124516it [09:44, 153.42it/s]
    124537it [09:44, 168.97it/s]
    124555it [09:44, 141.36it/s]
    124571it [09:44, 135.52it/s]
    124586it [09:44, 123.83it/s]
    124610it [09:44, 150.67it/s]
    124627it [09:45, 149.94it/s]
    124643it [09:45, 133.02it/s]
    124658it [09:45, 132.55it/s]
    124673it [09:45, 136.63it/s]
    124691it [09:45, 147.17it/s]
    124707it [09:45, 148.24it/s]
    124728it [09:45, 164.86it/s]
    124747it [09:45, 170.76it/s]
    124765it [09:46, 129.63it/s]
    124785it [09:46, 145.30it/s]
    124802it [09:46, 150.08it/s]
    124819it [09:46, 114.77it/s]
    124837it [09:46, 128.73it/s]
    124857it [09:46, 143.66it/s]
    124874it [09:46, 104.29it/s]
    124891it [09:47, 116.91it/s]
    124907it [09:47, 126.22it/s]
    124927it [09:47, 143.02it/s]
    124944it [09:48, 53.33it/s] 
    124956it [09:48, 46.68it/s]
    124966it [09:48, 49.01it/s]
    124975it [09:48, 53.38it/s]
    124985it [09:48, 60.07it/s]
    124994it [09:49, 57.35it/s]
    125004it [09:49, 58.59it/s]
    125017it [09:49, 70.53it/s]
    125028it [09:49, 77.46it/s]
    125037it [09:49, 69.44it/s]
    125045it [09:49, 56.74it/s]
    125052it [09:49, 51.95it/s]
    125065it [09:50, 67.29it/s]
    125073it [09:50, 62.73it/s]
    125081it [09:50, 51.62it/s]
    125093it [09:50, 63.12it/s]
    125103it [09:50, 69.92it/s]
    125111it [09:50, 63.06it/s]
    125122it [09:50, 72.63it/s]
    125131it [09:51, 72.21it/s]
    125142it [09:51, 80.17it/s]
    125152it [09:51, 81.63it/s]
    125165it [09:51, 93.61it/s]
    125175it [09:51, 92.73it/s]
    125185it [09:51, 90.11it/s]
    125199it [09:51, 102.65it/s]
    125215it [09:51, 117.03it/s]
    125228it [09:51, 118.94it/s]
    125241it [09:52, 117.37it/s]
    125255it [09:52, 123.55it/s]
    125269it [09:52, 127.45it/s]
    125286it [09:52, 135.39it/s]
    125300it [09:52, 123.51it/s]
    125327it [09:52, 162.84it/s]
    125344it [09:52, 157.80it/s]
    125361it [09:52, 127.97it/s]
    125378it [09:53, 134.43it/s]
    125394it [09:53, 134.74it/s]
    125409it [09:53, 119.44it/s]
    125426it [09:53, 116.78it/s]
    125441it [09:53, 123.21it/s]
    125459it [09:53, 137.23it/s]
    125474it [09:53, 115.51it/s]
    125487it [09:53, 109.29it/s]
    125505it [09:54, 123.63it/s]
    125524it [09:54, 139.09it/s]
    125541it [09:54, 146.07it/s]
    125557it [09:55, 52.69it/s] 
    125569it [09:55, 42.41it/s]
    125578it [09:55, 42.77it/s]
    125593it [09:55, 55.00it/s]
    125603it [09:56, 53.67it/s]
    125612it [09:56, 57.10it/s]
    125623it [09:56, 66.09it/s]
    125633it [09:56, 70.67it/s]
    125646it [09:56, 81.22it/s]
    125656it [09:56, 72.64it/s]
    125665it [09:56, 74.86it/s]
    125678it [09:56, 82.62it/s]
    125689it [09:57, 87.07it/s]
    125699it [09:57, 86.25it/s]
    125708it [09:57, 86.25it/s]
    125719it [09:57, 88.85it/s]
    125736it [09:57, 108.97it/s]
    125756it [09:57, 133.74it/s]
    125771it [09:57, 129.48it/s]
    125785it [09:57, 116.27it/s]
    125798it [09:57, 107.36it/s]
    125810it [09:58, 94.21it/s] 
    125824it [09:58, 100.53it/s]
    125835it [09:58, 101.24it/s]
    125849it [09:58, 109.55it/s]
    125861it [09:58, 106.22it/s]
    125872it [09:58, 102.33it/s]
    125883it [09:58, 95.73it/s] 
    125898it [09:58, 108.30it/s]
    125913it [09:59, 117.85it/s]
    125926it [09:59, 95.56it/s] 
    125937it [10:00, 38.70it/s]
    125946it [10:00, 44.05it/s]
    125954it [10:00, 48.09it/s]
    125962it [10:00, 51.62it/s]
    125970it [10:00, 56.25it/s]
    125978it [10:00, 58.92it/s]
    125990it [10:00, 72.15it/s]
    125999it [10:00, 74.86it/s]
    126011it [10:00, 85.99it/s]
    126021it [10:01, 78.48it/s]
    126032it [10:01, 81.59it/s]
    126042it [10:01, 84.59it/s]
    126051it [10:01, 84.96it/s]
    126061it [10:01, 87.33it/s]
    126070it [10:01, 65.63it/s]
    126082it [10:01, 76.59it/s]
    126091it [10:01, 72.64it/s]
    126099it [10:02, 67.32it/s]
    126112it [10:02, 80.89it/s]
    126121it [10:02, 66.13it/s]
    126129it [10:02, 57.77it/s]
    126136it [10:02, 52.03it/s]
    126142it [10:03, 34.80it/s]
    126150it [10:03, 41.38it/s]
    126156it [10:03, 43.53it/s]
    126162it [10:03, 31.10it/s]
    126162it [10:03, 208.96it/s]

      0%|          | 0/2 [00:00<?, ?it/s]
     50%|█████     | 1/2 [00:00<00:00,  5.02it/s]
    100%|██████████| 2/2 [00:00<00:00,  4.45it/s]
    100%|██████████| 2/2 [00:00<00:00,  4.52it/s]

      0%|          | 0/2 [00:00<?, ?it/s]
     50%|█████     | 1/2 [00:00<00:00,  4.00it/s]
    100%|██████████| 2/2 [00:00<00:00,  4.08it/s]
    100%|██████████| 2/2 [00:00<00:00,  4.07it/s]

      0%|          | 0/2 [00:00<?, ?it/s]
     50%|█████     | 1/2 [00:00<00:00,  5.38it/s]
    100%|██████████| 2/2 [00:00<00:00,  5.52it/s]
    100%|██████████| 2/2 [00:00<00:00,  5.50it/s]

      0%|          | 0/2 [00:00<?, ?it/s]
     50%|█████     | 1/2 [00:00<00:00,  5.43it/s]
    100%|██████████| 2/2 [00:00<00:00,  5.46it/s]
    100%|██████████| 2/2 [00:00<00:00,  5.45it/s]




.. GENERATED FROM PYTHON SOURCE LINES 103-109

Interactive bundle visualization
--------------------------------
Another way to examine the outputs is to export the individual bundle
figures, which show the streamlines, as well as the ROIs used to define the
bundle. This is an html file, which contains an interactive figure that can
be navigated, zoomed, rotated, etc.

.. GENERATED FROM PYTHON SOURCE LINES 109-113

.. code-block:: Python


    bundle_html = my_afq.export("indiv_bundles_figures")
    plotly.io.show(bundle_html["NDARAA948VFH"]["Left Acoustic Radiation"])




.. raw:: html
    :file: images/sphx_glr_plot_acoustic_radiations_001.html





.. GENERATED FROM PYTHON SOURCE LINES 114-127

References
----------
.. [1] Alexander LM, Escalera J, Ai L, et al. An open resource for
    transdiagnostic research in pediatric mental health and learning
    disorders. Sci Data. 2017;4:170181.

.. [2] Richie-Halford A, Cieslak M, Ai L, et al. An analysis-ready and quality
    controlled resource for pediatric brain white-matter research. Scientific
    Data. 2022;9(1):1-27.

.. [3] Cieslak M, Cook PA, He X, et al. QSIPrep: an integrative platform for
    preprocessing and reconstructing diffusion MRI data. Nat Methods.
    2021;18(7):775-778.


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

   **Total running time of the script:** (34 minutes 34.460 seconds)

**Estimated memory usage:**  4602 MB


.. _sphx_glr_download_howto_howto_examples_plot_acoustic_radiations.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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