%pylab inline
Populating the interactive namespace from numpy and matplotlib
/home/stephen/anaconda3/envs/tensorflow_gpuenv/lib/python3.7/site-packages/IPython/core/magics/pylab.py:160: UserWarning: pylab import has clobbered these variables: ['f'] `%matplotlib` prevents importing * from pylab and numpy "\n`%matplotlib` prevents importing * from pylab and numpy"
import os
import pickle
import PIL.Image
import numpy as np
import dnnlib
import dnnlib.tflib as tflib
import config
from encoder.generator_model import Generator
import matplotlib.pyplot as plt
%matplotlib inline
WARNING: Logging before flag parsing goes to stderr. W1019 10:48:32.687433 140143508735744 deprecation_wrapper.py:119] From /home/stephen/stylegan-encoder/dnnlib/tflib/tfutil.py:34: The name tf.Dimension is deprecated. Please use tf.compat.v1.Dimension instead. W1019 10:48:32.688183 140143508735744 deprecation_wrapper.py:119] From /home/stephen/stylegan-encoder/dnnlib/tflib/tfutil.py:74: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead. W1019 10:48:32.688679 140143508735744 deprecation_wrapper.py:119] From /home/stephen/stylegan-encoder/dnnlib/tflib/tfutil.py:128: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead.
import tensorflow as tf
from tensorflow.python.client import device_lib
def get_available_gpus():
local_device_protos = device_lib.list_local_devices()
return [x.name for x in local_device_protos if x.device_type == 'GPU']
get_available_gpus()
['/device:GPU:0']
URL_FFHQ = 'https://drive.google.com/uc?id=1MEGjdvVpUsu1jB4zrXZN7Y4kBBOzizDQ'
tflib.init_tf()
with dnnlib.util.open_url(URL_FFHQ, cache_dir=config.cache_dir) as f:
generator_network, discriminator_network, Gs_network = pickle.load(f)
generator = Generator(Gs_network, batch_size=1, randomize_noise=False)
W1019 10:48:33.297731 140143508735744 deprecation_wrapper.py:119] From /home/stephen/stylegan-encoder/dnnlib/tflib/tfutil.py:97: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead. W1019 10:48:33.298996 140143508735744 deprecation_wrapper.py:119] From /home/stephen/stylegan-encoder/dnnlib/tflib/tfutil.py:109: The name tf.set_random_seed is deprecated. Please use tf.compat.v1.set_random_seed instead. W1019 10:48:37.150347 140143508735744 deprecation.py:323] From <string>:364: add_dispatch_support.<locals>.wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.where in 2.0, which has the same broadcast rule as np.where
def generate_image(latent_vector):
latent_vector = latent_vector.reshape((1, 18, 512))
generator.set_dlatents(latent_vector)
img_array = generator.generate_images()[0]
img = PIL.Image.fromarray(img_array, 'RGB')
return img
def move_and_show(latent_vector, direction, coeffs):
fig,ax = plt.subplots(1, len(coeffs), figsize=(15, 10), dpi=80)
for i, coeff in enumerate(coeffs):
new_latent_vector = latent_vector.copy()
new_latent_vector[:8] = (latent_vector + coeff*direction)[:8]
ax[i].imshow(generate_image(new_latent_vector))
ax[i].set_title('Coeff: %0.1f' % coeff)
[x.axis('off') for x in ax]
plt.show()
img_array = generator.generate_images()[0]
img_array.shape
(1024, 1024, 3)
# Loading already learned representations
donald_trump = np.load('ffhq_dataset/latent_representations/donald_trump_01.npy')
hillary_clinton = np.load('ffhq_dataset/latent_representations/hillary_clinton_01.npy')
# Of course you can learn your own vectors using two scripts
# 1) Extract and align faces from images
# python align_images.py raw_images/ aligned_images/
# 2) Find latent representation of aligned images
# python encode_images.py aligned_images/ generated_images/ latent_representations/
stephen = np.load('latent_representations/headshot_on_white_01.npy')
# Loading already learned latent directions
smile_direction = np.load('ffhq_dataset/latent_directions/smile.npy')
gender_direction = np.load('ffhq_dataset/latent_directions/gender.npy')
age_direction = np.load('ffhq_dataset/latent_directions/age.npy')
# In general it's possible to find directions of almost any face attributes: position, hair style or color ...
# Additional scripts for doing so will be realised soon
stephen.shape, gender_direction.shape
((18, 512), (18, 512))
coeff=2.0
new_latent_vector = stephen.copy()
new_latent_vector = (new_latent_vector + coeff*age_direction)
new_latent_vector.shape
(18, 512)
new_im=generate_image(new_latent_vector)
fig = figure(0, (18, 9))
fig.add_subplot(121); imshow(generate_image(stephen)); axis('off')
fig.add_subplot(122); imshow(new_im); axis('off')
(-0.5, 1023.5, 1023.5, -0.5)
coeff=2.0
new_latent_vector = stephen.copy()
new_latent_vector= (new_latent_vector + coeff*age_direction)
new_im=generate_image(new_latent_vector)
fig = figure(0, (18, 9))
fig.add_subplot(121); imshow(generate_image(stephen)); axis('off')
fig.add_subplot(122); imshow(new_im); axis('off')
(-0.5, 1023.5, 1023.5, -0.5)
move_and_show(stephen, smile_direction, [-2, -1, 0, 2])
move_and_show(stephen, gender_direction, [-2, -1, 0, 1, 2])
move_and_show(stephen, age_direction, [-4, -2, 0, 2, 4])
from matplotlib.pyplot import *
from pathlib import Path
from tqdm import tqdm
latent_vector = stephen
direction = smile_direction
p = Path('exports/stephen_one')
for i, coeff in tqdm(enumerate(np.linspace(-3, 3, 100))):
new_latent_vector = latent_vector.copy()
new_latent_vector[:8] = (latent_vector + coeff*direction)[:8]
clf()
imshow(generate_image(new_latent_vector)); axis('off')
title('Coeff: %0.1f' % coeff, fontsize = 18)
savefig(str(p/'smile'/('smile' + str(i).zfill(3) + '.png')), dpi = 200)
100it [00:56, 1.75it/s]
latent_vector = stephen
direction = age_direction
p = Path('exports/stephen_one')
for i, coeff in enumerate(tqdm(np.linspace(5, -20, 250))):
new_latent_vector = latent_vector.copy()
new_latent_vector[:8] = (latent_vector + coeff*direction)[:8]
clf()
imshow(generate_image(new_latent_vector)); axis('off')
title('Coeff: %0.1f' % coeff, fontsize = 18)
savefig(str(p/'age'/('age' + str(i).zfill(3) + '.png')), dpi = 200)
0%| | 0/250 [00:00<?, ?it/s] 0%| | 1/250 [00:00<03:40, 1.13it/s] 1%| | 2/250 [00:01<03:34, 1.16it/s] 1%| | 3/250 [00:02<03:33, 1.15it/s] 2%|▏ | 4/250 [00:03<03:29, 1.17it/s] 2%|▏ | 5/250 [00:04<03:31, 1.16it/s] 2%|▏ | 6/250 [00:05<03:40, 1.11it/s] 3%|▎ | 7/250 [00:06<03:50, 1.06it/s] 3%|▎ | 8/250 [00:07<03:39, 1.10it/s] 4%|▎ | 9/250 [00:08<03:45, 1.07it/s] 4%|▍ | 10/250 [00:08<03:37, 1.10it/s] 4%|▍ | 11/250 [00:09<03:36, 1.10it/s] 5%|▍ | 12/250 [00:10<03:30, 1.13it/s] 5%|▌ | 13/250 [00:11<03:34, 1.10it/s] 6%|▌ | 14/250 [00:12<03:27, 1.14it/s] 6%|▌ | 15/250 [00:13<03:29, 1.12it/s] 6%|▋ | 16/250 [00:14<03:24, 1.15it/s] 7%|▋ | 17/250 [00:15<03:23, 1.15it/s] 7%|▋ | 18/250 [00:15<03:18, 1.17it/s] 8%|▊ | 19/250 [00:16<03:17, 1.17it/s] 8%|▊ | 20/250 [00:17<03:14, 1.18it/s] 8%|▊ | 21/250 [00:18<03:16, 1.17it/s] 9%|▉ | 22/250 [00:19<03:15, 1.16it/s] 9%|▉ | 23/250 [00:20<03:16, 1.16it/s] 10%|▉ | 24/250 [00:21<03:15, 1.16it/s] 10%|█ | 25/250 [00:22<03:25, 1.10it/s] 10%|█ | 26/250 [00:23<03:23, 1.10it/s] 11%|█ | 27/250 [00:24<03:29, 1.07it/s] 11%|█ | 28/250 [00:24<03:24, 1.09it/s] 12%|█▏ | 29/250 [00:25<03:22, 1.09it/s] 12%|█▏ | 30/250 [00:26<03:19, 1.10it/s] 12%|█▏ | 31/250 [00:27<03:19, 1.10it/s] 13%|█▎ | 32/250 [00:28<03:16, 1.11it/s] 13%|█▎ | 33/250 [00:29<03:19, 1.09it/s] 14%|█▎ | 34/250 [00:30<03:13, 1.12it/s] 14%|█▍ | 35/250 [00:31<03:11, 1.13it/s] 14%|█▍ | 36/250 [00:31<03:05, 1.16it/s] 15%|█▍ | 37/250 [00:32<03:11, 1.11it/s] 15%|█▌ | 38/250 [00:33<03:08, 1.12it/s] 16%|█▌ | 39/250 [00:34<03:11, 1.10it/s] 16%|█▌ | 40/250 [00:35<03:10, 1.10it/s] 16%|█▋ | 41/250 [00:36<03:08, 1.11it/s] 17%|█▋ | 42/250 [00:37<03:03, 1.13it/s] 17%|█▋ | 43/250 [00:38<03:01, 1.14it/s] 18%|█▊ | 44/250 [00:39<02:56, 1.17it/s] 18%|█▊ | 45/250 [00:40<03:00, 1.13it/s] 18%|█▊ | 46/250 [00:40<02:58, 1.15it/s] 19%|█▉ | 47/250 [00:41<03:00, 1.12it/s] 19%|█▉ | 48/250 [00:42<03:01, 1.11it/s] 20%|█▉ | 49/250 [00:43<03:01, 1.11it/s] 20%|██ | 50/250 [00:44<02:55, 1.14it/s] 20%|██ | 51/250 [00:45<02:55, 1.14it/s] 21%|██ | 52/250 [00:46<02:49, 1.17it/s] 21%|██ | 53/250 [00:47<02:48, 1.17it/s] 22%|██▏ | 54/250 [00:47<02:46, 1.18it/s] 22%|██▏ | 55/250 [00:48<02:48, 1.16it/s] 22%|██▏ | 56/250 [00:49<02:46, 1.17it/s] 23%|██▎ | 57/250 [00:50<02:46, 1.16it/s] 23%|██▎ | 58/250 [00:51<02:42, 1.18it/s] 24%|██▎ | 59/250 [00:52<02:42, 1.18it/s] 24%|██▍ | 60/250 [00:52<02:40, 1.19it/s] 24%|██▍ | 61/250 [00:53<02:41, 1.17it/s] 25%|██▍ | 62/250 [00:54<02:39, 1.18it/s] 25%|██▌ | 63/250 [00:55<02:39, 1.17it/s] 26%|██▌ | 64/250 [00:56<02:36, 1.19it/s] 26%|██▌ | 65/250 [00:57<02:38, 1.17it/s] 26%|██▋ | 66/250 [00:58<02:35, 1.19it/s] 27%|██▋ | 67/250 [00:58<02:33, 1.19it/s] 27%|██▋ | 68/250 [00:59<02:30, 1.21it/s] 28%|██▊ | 69/250 [01:00<02:31, 1.19it/s] 28%|██▊ | 70/250 [01:01<02:30, 1.20it/s] 28%|██▊ | 71/250 [01:02<02:31, 1.18it/s] 29%|██▉ | 72/250 [01:03<02:28, 1.20it/s] 29%|██▉ | 73/250 [01:03<02:28, 1.19it/s] 30%|██▉ | 74/250 [01:04<02:24, 1.22it/s] 30%|███ | 75/250 [01:05<02:25, 1.20it/s] 30%|███ | 76/250 [01:06<02:22, 1.22it/s] 31%|███ | 77/250 [01:07<02:23, 1.20it/s] 31%|███ | 78/250 [01:07<02:21, 1.22it/s] 32%|███▏ | 79/250 [01:08<02:23, 1.19it/s] 32%|███▏ | 80/250 [01:09<02:20, 1.21it/s] 32%|███▏ | 81/250 [01:10<02:20, 1.20it/s] 33%|███▎ | 82/250 [01:11<02:18, 1.22it/s] 33%|███▎ | 83/250 [01:12<02:18, 1.21it/s] 34%|███▎ | 84/250 [01:12<02:16, 1.22it/s] 34%|███▍ | 85/250 [01:13<02:18, 1.19it/s] 34%|███▍ | 86/250 [01:14<02:14, 1.22it/s] 35%|███▍ | 87/250 [01:15<02:14, 1.21it/s] 35%|███▌ | 88/250 [01:16<02:12, 1.22it/s] 36%|███▌ | 89/250 [01:17<02:13, 1.21it/s] 36%|███▌ | 90/250 [01:17<02:10, 1.23it/s] 36%|███▋ | 91/250 [01:18<02:10, 1.22it/s] 37%|███▋ | 92/250 [01:19<02:08, 1.23it/s] 37%|███▋ | 93/250 [01:20<02:08, 1.22it/s] 38%|███▊ | 94/250 [01:21<02:06, 1.23it/s] 38%|███▊ | 95/250 [01:21<02:07, 1.21it/s] 38%|███▊ | 96/250 [01:22<02:06, 1.22it/s] 39%|███▉ | 97/250 [01:23<02:07, 1.20it/s] 39%|███▉ | 98/250 [01:24<02:05, 1.21it/s] 40%|███▉ | 99/250 [01:25<02:05, 1.20it/s] 40%|████ | 100/250 [01:26<02:03, 1.21it/s] 40%|████ | 101/250 [01:26<02:04, 1.20it/s] 41%|████ | 102/250 [01:27<02:02, 1.20it/s] 41%|████ | 103/250 [01:28<02:02, 1.20it/s] 42%|████▏ | 104/250 [01:29<02:00, 1.21it/s] 42%|████▏ | 105/250 [01:30<02:01, 1.19it/s] 42%|████▏ | 106/250 [01:31<01:59, 1.21it/s] 43%|████▎ | 107/250 [01:31<02:00, 1.19it/s] 43%|████▎ | 108/250 [01:32<01:57, 1.21it/s] 44%|████▎ | 109/250 [01:33<01:58, 1.19it/s] 44%|████▍ | 110/250 [01:34<01:56, 1.20it/s] 44%|████▍ | 111/250 [01:35<01:57, 1.19it/s] 45%|████▍ | 112/250 [01:36<01:54, 1.20it/s] 45%|████▌ | 113/250 [01:37<01:55, 1.18it/s] 46%|████▌ | 114/250 [01:37<01:53, 1.20it/s] 46%|████▌ | 115/250 [01:38<01:55, 1.17it/s] 46%|████▋ | 116/250 [01:39<01:54, 1.17it/s] 47%|████▋ | 117/250 [01:40<01:54, 1.16it/s] 47%|████▋ | 118/250 [01:41<01:51, 1.18it/s] 48%|████▊ | 119/250 [01:42<01:51, 1.18it/s] 48%|████▊ | 120/250 [01:42<01:48, 1.19it/s] 48%|████▊ | 121/250 [01:43<01:48, 1.18it/s] 49%|████▉ | 122/250 [01:44<01:44, 1.23it/s] 49%|████▉ | 123/250 [01:45<01:43, 1.23it/s] 50%|████▉ | 124/250 [01:46<01:40, 1.26it/s] 50%|█████ | 125/250 [01:46<01:40, 1.24it/s] 50%|█████ | 126/250 [01:47<01:39, 1.25it/s] 51%|█████ | 127/250 [01:48<01:39, 1.23it/s] 51%|█████ | 128/250 [01:49<01:37, 1.25it/s] 52%|█████▏ | 129/250 [01:50<01:37, 1.24it/s] 52%|█████▏ | 130/250 [01:50<01:35, 1.26it/s] 52%|█████▏ | 131/250 [01:51<01:37, 1.22it/s] 53%|█████▎ | 132/250 [01:52<01:34, 1.24it/s] 53%|█████▎ | 133/250 [01:53<01:34, 1.24it/s] 54%|█████▎ | 134/250 [01:54<01:32, 1.26it/s] 54%|█████▍ | 135/250 [01:54<01:31, 1.25it/s] 54%|█████▍ | 136/250 [01:55<01:29, 1.27it/s] 55%|█████▍ | 137/250 [01:56<01:31, 1.23it/s] 55%|█████▌ | 138/250 [01:57<01:30, 1.24it/s] 56%|█████▌ | 139/250 [01:58<01:30, 1.23it/s] 56%|█████▌ | 140/250 [01:59<01:28, 1.24it/s] 56%|█████▋ | 141/250 [01:59<01:28, 1.24it/s] 57%|█████▋ | 142/250 [02:00<01:27, 1.23it/s] 57%|█████▋ | 143/250 [02:01<01:28, 1.22it/s] 58%|█████▊ | 144/250 [02:02<01:25, 1.23it/s] 58%|█████▊ | 145/250 [02:03<01:26, 1.21it/s] 58%|█████▊ | 146/250 [02:03<01:25, 1.22it/s] 59%|█████▉ | 147/250 [02:04<01:25, 1.21it/s] 59%|█████▉ | 148/250 [02:05<01:23, 1.22it/s] 60%|█████▉ | 149/250 [02:06<01:23, 1.21it/s] 60%|██████ | 150/250 [02:07<01:21, 1.23it/s] 60%|██████ | 151/250 [02:08<01:22, 1.19it/s] 61%|██████ | 152/250 [02:08<01:20, 1.21it/s] 61%|██████ | 153/250 [02:09<01:21, 1.19it/s] 62%|██████▏ | 154/250 [02:10<01:19, 1.20it/s] 62%|██████▏ | 155/250 [02:11<01:19, 1.19it/s] 62%|██████▏ | 156/250 [02:12<01:18, 1.20it/s] 63%|██████▎ | 157/250 [02:13<01:18, 1.19it/s] 63%|██████▎ | 158/250 [02:13<01:16, 1.20it/s] 64%|██████▎ | 159/250 [02:14<01:16, 1.19it/s] 64%|██████▍ | 160/250 [02:15<01:15, 1.19it/s] 64%|██████▍ | 161/250 [02:16<01:15, 1.18it/s] 65%|██████▍ | 162/250 [02:17<01:13, 1.20it/s] 65%|██████▌ | 163/250 [02:18<01:13, 1.18it/s] 66%|██████▌ | 164/250 [02:19<01:12, 1.19it/s] 66%|██████▌ | 165/250 [02:19<01:11, 1.18it/s] 66%|██████▋ | 166/250 [02:20<01:10, 1.19it/s] 67%|██████▋ | 167/250 [02:21<01:14, 1.12it/s] 67%|██████▋ | 168/250 [02:22<01:12, 1.13it/s] 68%|██████▊ | 169/250 [02:23<01:10, 1.14it/s] 68%|██████▊ | 170/250 [02:24<01:08, 1.17it/s] 68%|██████▊ | 171/250 [02:25<01:07, 1.16it/s] 69%|██████▉ | 172/250 [02:25<01:05, 1.19it/s] 69%|██████▉ | 173/250 [02:26<01:04, 1.19it/s] 70%|██████▉ | 174/250 [02:27<01:03, 1.20it/s] 70%|███████ | 175/250 [02:28<01:03, 1.19it/s] 70%|███████ | 176/250 [02:29<01:02, 1.18it/s] 71%|███████ | 177/250 [02:30<01:01, 1.18it/s] 71%|███████ | 178/250 [02:30<01:00, 1.19it/s] 72%|███████▏ | 179/250 [02:31<00:59, 1.19it/s] 72%|███████▏ | 180/250 [02:32<00:57, 1.21it/s] 72%|███████▏ | 181/250 [02:33<00:58, 1.18it/s] 73%|███████▎ | 182/250 [02:34<00:56, 1.20it/s] 73%|███████▎ | 183/250 [02:35<00:56, 1.18it/s] 74%|███████▎ | 184/250 [02:35<00:55, 1.19it/s] 74%|███████▍ | 185/250 [02:36<00:54, 1.18it/s] 74%|███████▍ | 186/250 [02:37<00:53, 1.19it/s] 75%|███████▍ | 187/250 [02:38<00:53, 1.18it/s] 75%|███████▌ | 188/250 [02:39<00:51, 1.21it/s] 76%|███████▌ | 189/250 [02:40<00:50, 1.20it/s] 76%|███████▌ | 190/250 [02:40<00:49, 1.22it/s] 76%|███████▋ | 191/250 [02:41<00:48, 1.21it/s] 77%|███████▋ | 192/250 [02:42<00:47, 1.21it/s] 77%|███████▋ | 193/250 [02:43<00:48, 1.19it/s] 78%|███████▊ | 194/250 [02:44<00:46, 1.21it/s] 78%|███████▊ | 195/250 [02:45<00:45, 1.20it/s] 78%|███████▊ | 196/250 [02:45<00:44, 1.22it/s] 79%|███████▉ | 197/250 [02:46<00:44, 1.20it/s] 79%|███████▉ | 198/250 [02:47<00:43, 1.21it/s] 80%|███████▉ | 199/250 [02:48<00:42, 1.19it/s] 80%|████████ | 200/250 [02:49<00:41, 1.21it/s] 80%|████████ | 201/250 [02:50<00:40, 1.20it/s] 81%|████████ | 202/250 [02:50<00:39, 1.21it/s] 81%|████████ | 203/250 [02:51<00:39, 1.20it/s] 82%|████████▏ | 204/250 [02:52<00:37, 1.23it/s] 82%|████████▏ | 205/250 [02:53<00:37, 1.22it/s] 82%|████████▏ | 206/250 [02:54<00:35, 1.23it/s] 83%|████████▎ | 207/250 [02:55<00:35, 1.21it/s] 83%|████████▎ | 208/250 [02:55<00:34, 1.22it/s] 84%|████████▎ | 209/250 [02:56<00:34, 1.20it/s] 84%|████████▍ | 210/250 [02:57<00:33, 1.21it/s] 84%|████████▍ | 211/250 [02:58<00:32, 1.19it/s] 85%|████████▍ | 212/250 [02:59<00:31, 1.20it/s] 85%|████████▌ | 213/250 [03:00<00:31, 1.19it/s] 86%|████████▌ | 214/250 [03:00<00:29, 1.21it/s] 86%|████████▌ | 215/250 [03:01<00:29, 1.20it/s] 86%|████████▋ | 216/250 [03:02<00:27, 1.23it/s] 87%|████████▋ | 217/250 [03:03<00:27, 1.21it/s] 87%|████████▋ | 218/250 [03:04<00:26, 1.21it/s] 88%|████████▊ | 219/250 [03:04<00:25, 1.21it/s] 88%|████████▊ | 220/250 [03:05<00:24, 1.23it/s] 88%|████████▊ | 221/250 [03:06<00:23, 1.21it/s] 89%|████████▉ | 222/250 [03:07<00:22, 1.22it/s] 89%|████████▉ | 223/250 [03:08<00:22, 1.21it/s] 90%|████████▉ | 224/250 [03:09<00:21, 1.22it/s] 90%|█████████ | 225/250 [03:09<00:20, 1.22it/s] 90%|█████████ | 226/250 [03:10<00:19, 1.24it/s] 91%|█████████ | 227/250 [03:11<00:18, 1.23it/s] 91%|█████████ | 228/250 [03:12<00:17, 1.25it/s] 92%|█████████▏| 229/250 [03:13<00:17, 1.22it/s] 92%|█████████▏| 230/250 [03:13<00:16, 1.24it/s] 92%|█████████▏| 231/250 [03:14<00:15, 1.22it/s] 93%|█████████▎| 232/250 [03:15<00:14, 1.24it/s] 93%|█████████▎| 233/250 [03:16<00:13, 1.23it/s] 94%|█████████▎| 234/250 [03:17<00:12, 1.23it/s] 94%|█████████▍| 235/250 [03:18<00:12, 1.22it/s] 94%|█████████▍| 236/250 [03:18<00:11, 1.23it/s] 95%|█████████▍| 237/250 [03:19<00:10, 1.22it/s] 95%|█████████▌| 238/250 [03:20<00:09, 1.24it/s] 96%|█████████▌| 239/250 [03:21<00:08, 1.23it/s] 96%|█████████▌| 240/250 [03:22<00:08, 1.20it/s] 96%|█████████▋| 241/250 [03:22<00:07, 1.19it/s] 97%|█████████▋| 242/250 [03:23<00:06, 1.21it/s] 97%|█████████▋| 243/250 [03:24<00:05, 1.21it/s] 98%|█████████▊| 244/250 [03:25<00:04, 1.22it/s] 98%|█████████▊| 245/250 [03:26<00:04, 1.21it/s] 98%|█████████▊| 246/250 [03:27<00:03, 1.23it/s] 99%|█████████▉| 247/250 [03:27<00:02, 1.21it/s] 99%|█████████▉| 248/250 [03:28<00:01, 1.22it/s] 100%|█████████▉| 249/250 [03:29<00:00, 1.21it/s] 100%|██████████| 250/250 [03:30<00:00, 1.22it/s]
latent_vector = stephen
direction = gender_direction
p = Path('exports/stephen_one')
for i, coeff in enumerate(tqdm(np.linspace(-3, 3, 100))):
new_latent_vector = latent_vector.copy()
new_latent_vector[:8] = (latent_vector + coeff*direction)[:8]
clf()
imshow(generate_image(new_latent_vector)); axis('off')
title('Coeff: %0.1f' % coeff, fontsize = 18)
savefig(str(p/'gender'/('gender' + str(i).zfill(3) + '.png')), dpi = 200)
100%|██████████| 100/100 [00:53<00:00, 1.75it/s]
-- Ok, one more thing I would like to try in the backtround today!
random_directions = np.load('exports/random_directions/random_directions.npy')
random_directions.shape
(2500, 9216)
for i in tqdm(range(random_directions.shape[0])):
direction = 2*random_directions[i, :].reshape(18, 512)
new_latent_vector = latent_vector.copy()
new_latent_vector[:8] = (latent_vector + coeff*direction)[:8]
clf()
imshow(generate_image(new_latent_vector)); axis('off')
title('i = ' + str(i), fontsize = 18)
savefig('exports/random_directions/' + str(i).zfill(3) + '.png', dpi = 100)
0%| | 0/2500 [00:00<?, ?it/s] 0%| | 1/2500 [00:00<20:51, 2.00it/s] 0%| | 2/2500 [00:00<20:32, 2.03it/s] 0%| | 3/2500 [00:01<20:22, 2.04it/s] 0%| | 4/2500 [00:01<20:10, 2.06it/s] 0%| | 5/2500 [00:02<21:14, 1.96it/s] 0%| | 6/2500 [00:02<20:40, 2.01it/s] 0%| | 7/2500 [00:03<20:41, 2.01it/s] 0%| | 8/2500 [00:03<20:30, 2.03it/s] 0%| | 9/2500 [00:04<20:49, 1.99it/s] 0%| | 10/2500 [00:04<20:53, 1.99it/s] 0%| | 11/2500 [00:05<20:26, 2.03it/s] 0%| | 12/2500 [00:05<20:15, 2.05it/s] 1%| | 13/2500 [00:06<20:27, 2.03it/s] 1%| | 14/2500 [00:06<20:17, 2.04it/s] 1%| | 15/2500 [00:07<20:45, 2.00it/s] 1%| | 16/2500 [00:07<20:54, 1.98it/s] 1%| | 17/2500 [00:08<20:44, 2.00it/s] 1%| | 18/2500 [00:08<20:29, 2.02it/s] 1%| | 19/2500 [00:09<20:33, 2.01it/s] 1%| | 20/2500 [00:09<20:12, 2.05it/s] 1%| | 21/2500 [00:10<19:50, 2.08it/s] 1%| | 22/2500 [00:10<20:04, 2.06it/s] 1%| | 23/2500 [00:11<20:02, 2.06it/s] 1%| | 24/2500 [00:11<20:01, 2.06it/s] 1%| | 25/2500 [00:12<19:42, 2.09it/s] 1%| | 26/2500 [00:12<20:21, 2.03it/s] 1%| | 27/2500 [00:13<20:58, 1.96it/s] 1%| | 28/2500 [00:13<22:03, 1.87it/s] 1%| | 29/2500 [00:14<21:20, 1.93it/s] 1%| | 30/2500 [00:14<21:09, 1.95it/s] 1%| | 31/2500 [00:15<21:17, 1.93it/s] 1%|▏ | 32/2500 [00:15<21:02, 1.95it/s] 1%|▏ | 33/2500 [00:16<20:38, 1.99it/s] 1%|▏ | 34/2500 [00:16<20:39, 1.99it/s] 1%|▏ | 35/2500 [00:17<20:36, 1.99it/s] 1%|▏ | 36/2500 [00:17<20:11, 2.03it/s] 1%|▏ | 37/2500 [00:18<20:43, 1.98it/s] 2%|▏ | 38/2500 [00:18<20:16, 2.02it/s] 2%|▏ | 39/2500 [00:19<20:10, 2.03it/s] 2%|▏ | 40/2500 [00:19<20:38, 1.99it/s] 2%|▏ | 41/2500 [00:20<20:23, 2.01it/s] 2%|▏ | 42/2500 [00:20<20:59, 1.95it/s] 2%|▏ | 43/2500 [00:21<20:39, 1.98it/s] 2%|▏ | 44/2500 [00:21<20:23, 2.01it/s] 2%|▏ | 45/2500 [00:22<20:25, 2.00it/s] 2%|▏ | 46/2500 [00:23<21:30, 1.90it/s] 2%|▏ | 47/2500 [00:23<20:53, 1.96it/s] 2%|▏ | 48/2500 [00:23<20:39, 1.98it/s] 2%|▏ | 49/2500 [00:24<20:55, 1.95it/s] 2%|▏ | 50/2500 [00:25<20:45, 1.97it/s] 2%|▏ | 51/2500 [00:25<20:37, 1.98it/s] 2%|▏ | 52/2500 [00:26<21:50, 1.87it/s] 2%|▏ | 53/2500 [00:26<22:23, 1.82it/s] 2%|▏ | 54/2500 [00:27<22:34, 1.81it/s] 2%|▏ | 55/2500 [00:27<21:54, 1.86it/s] 2%|▏ | 56/2500 [00:28<21:53, 1.86it/s] 2%|▏ | 57/2500 [00:28<21:56, 1.86it/s] 2%|▏ | 58/2500 [00:29<20:56, 1.94it/s] 2%|▏ | 59/2500 [00:29<20:15, 2.01it/s] 2%|▏ | 60/2500 [00:30<20:15, 2.01it/s] 2%|▏ | 61/2500 [00:30<19:58, 2.04it/s] 2%|▏ | 62/2500 [00:31<19:42, 2.06it/s] 3%|▎ | 63/2500 [00:31<20:32, 1.98it/s] 3%|▎ | 64/2500 [00:32<20:07, 2.02it/s] 3%|▎ | 65/2500 [00:32<20:27, 1.98it/s] 3%|▎ | 66/2500 [00:33<20:34, 1.97it/s] 3%|▎ | 67/2500 [00:33<20:30, 1.98it/s] 3%|▎ | 68/2500 [00:34<20:05, 2.02it/s] 3%|▎ | 69/2500 [00:34<19:40, 2.06it/s] 3%|▎ | 70/2500 [00:35<20:39, 1.96it/s] 3%|▎ | 71/2500 [00:35<20:29, 1.98it/s] 3%|▎ | 72/2500 [00:36<20:14, 2.00it/s] 3%|▎ | 73/2500 [00:36<20:20, 1.99it/s] 3%|▎ | 74/2500 [00:37<20:14, 2.00it/s] 3%|▎ | 75/2500 [00:37<20:01, 2.02it/s] 3%|▎ | 76/2500 [00:38<20:17, 1.99it/s] 3%|▎ | 77/2500 [00:38<20:03, 2.01it/s] 3%|▎ | 78/2500 [00:39<19:42, 2.05it/s] 3%|▎ | 79/2500 [00:39<19:24, 2.08it/s] 3%|▎ | 80/2500 [00:40<19:30, 2.07it/s] 3%|▎ | 81/2500 [00:40<20:10, 2.00it/s] 3%|▎ | 82/2500 [00:41<19:58, 2.02it/s] 3%|▎ | 83/2500 [00:41<19:33, 2.06it/s] 3%|▎ | 84/2500 [00:42<19:25, 2.07it/s] 3%|▎ | 85/2500 [00:42<19:25, 2.07it/s] 3%|▎ | 86/2500 [00:43<19:17, 2.09it/s] 3%|▎ | 87/2500 [00:43<19:30, 2.06it/s] 4%|▎ | 88/2500 [00:44<19:29, 2.06it/s] 4%|▎ | 89/2500 [00:44<19:15, 2.09it/s] 4%|▎ | 90/2500 [00:45<19:44, 2.03it/s] 4%|▎ | 91/2500 [00:45<19:35, 2.05it/s] 4%|▎ | 92/2500 [00:46<19:27, 2.06it/s] 4%|▎ | 93/2500 [00:46<19:16, 2.08it/s] 4%|▍ | 94/2500 [00:47<20:32, 1.95it/s] 4%|▍ | 95/2500 [00:47<20:14, 1.98it/s] 4%|▍ | 96/2500 [00:48<20:10, 1.99it/s] 4%|▍ | 97/2500 [00:48<21:18, 1.88it/s] 4%|▍ | 98/2500 [00:49<20:44, 1.93it/s] 4%|▍ | 99/2500 [00:49<20:20, 1.97it/s] 4%|▍ | 100/2500 [00:50<20:18, 1.97it/s] 4%|▍ | 101/2500 [00:50<20:26, 1.96it/s] 4%|▍ | 102/2500 [00:51<20:21, 1.96it/s] 4%|▍ | 103/2500 [00:51<20:12, 1.98it/s] 4%|▍ | 104/2500 [00:52<19:43, 2.02it/s] 4%|▍ | 105/2500 [00:52<20:00, 2.00it/s] 4%|▍ | 106/2500 [00:53<19:53, 2.01it/s] 4%|▍ | 107/2500 [00:53<20:05, 1.99it/s] 4%|▍ | 108/2500 [00:54<20:14, 1.97it/s] 4%|▍ | 109/2500 [00:54<20:19, 1.96it/s] 4%|▍ | 110/2500 [00:55<19:52, 2.00it/s] 4%|▍ | 111/2500 [00:55<19:28, 2.04it/s] 4%|▍ | 112/2500 [00:56<19:22, 2.05it/s] 5%|▍ | 113/2500 [00:56<19:14, 2.07it/s] 5%|▍ | 114/2500 [00:57<19:19, 2.06it/s] 5%|▍ | 115/2500 [00:57<19:10, 2.07it/s] 5%|▍ | 116/2500 [00:58<19:13, 2.07it/s] 5%|▍ | 117/2500 [00:58<19:11, 2.07it/s] 5%|▍ | 118/2500 [00:59<19:16, 2.06it/s] 5%|▍ | 119/2500 [00:59<19:46, 2.01it/s] 5%|▍ | 120/2500 [01:00<19:49, 2.00it/s] 5%|▍ | 121/2500 [01:00<19:38, 2.02it/s] 5%|▍ | 122/2500 [01:01<19:45, 2.01it/s] 5%|▍ | 123/2500 [01:01<19:40, 2.01it/s] 5%|▍ | 124/2500 [01:02<19:48, 2.00it/s] 5%|▌ | 125/2500 [01:02<19:52, 1.99it/s] 5%|▌ | 126/2500 [01:03<19:36, 2.02it/s] 5%|▌ | 127/2500 [01:03<19:48, 2.00it/s] 5%|▌ | 128/2500 [01:04<19:34, 2.02it/s] 5%|▌ | 129/2500 [01:04<19:32, 2.02it/s] 5%|▌ | 130/2500 [01:04<19:21, 2.04it/s] 5%|▌ | 131/2500 [01:05<19:44, 2.00it/s] 5%|▌ | 132/2500 [01:06<19:48, 1.99it/s] 5%|▌ | 133/2500 [01:06<20:26, 1.93it/s] 5%|▌ | 134/2500 [01:07<20:23, 1.93it/s] 5%|▌ | 135/2500 [01:07<20:11, 1.95it/s] 5%|▌ | 136/2500 [01:08<19:47, 1.99it/s] 5%|▌ | 137/2500 [01:08<19:24, 2.03it/s] 6%|▌ | 138/2500 [01:09<19:39, 2.00it/s] 6%|▌ | 139/2500 [01:09<19:33, 2.01it/s] 6%|▌ | 140/2500 [01:10<19:15, 2.04it/s] 6%|▌ | 141/2500 [01:10<19:20, 2.03it/s] 6%|▌ | 142/2500 [01:11<19:30, 2.01it/s] 6%|▌ | 143/2500 [01:11<19:37, 2.00it/s] 6%|▌ | 144/2500 [01:12<19:28, 2.02it/s] 6%|▌ | 145/2500 [01:12<19:11, 2.04it/s] 6%|▌ | 146/2500 [01:12<19:02, 2.06it/s] 6%|▌ | 147/2500 [01:13<18:48, 2.08it/s] 6%|▌ | 148/2500 [01:13<19:06, 2.05it/s] 6%|▌ | 149/2500 [01:14<19:00, 2.06it/s] 6%|▌ | 150/2500 [01:14<19:14, 2.04it/s] 6%|▌ | 151/2500 [01:15<19:02, 2.06it/s] 6%|▌ | 152/2500 [01:15<19:08, 2.04it/s] 6%|▌ | 153/2500 [01:16<19:11, 2.04it/s] 6%|▌ | 154/2500 [01:16<19:10, 2.04it/s] 6%|▌ | 155/2500 [01:17<18:57, 2.06it/s] 6%|▌ | 156/2500 [01:17<18:54, 2.07it/s] 6%|▋ | 157/2500 [01:18<18:39, 2.09it/s] 6%|▋ | 158/2500 [01:18<19:00, 2.05it/s] 6%|▋ | 159/2500 [01:19<18:51, 2.07it/s] 6%|▋ | 160/2500 [01:19<19:21, 2.01it/s] 6%|▋ | 161/2500 [01:20<19:08, 2.04it/s] 6%|▋ | 162/2500 [01:20<19:01, 2.05it/s] 7%|▋ | 163/2500 [01:21<18:51, 2.07it/s] 7%|▋ | 164/2500 [01:21<18:42, 2.08it/s] 7%|▋ | 165/2500 [01:22<18:47, 2.07it/s] 7%|▋ | 166/2500 [01:22<18:59, 2.05it/s] 7%|▋ | 167/2500 [01:23<19:02, 2.04it/s] 7%|▋ | 168/2500 [01:23<19:14, 2.02it/s] 7%|▋ | 169/2500 [01:24<19:26, 2.00it/s] 7%|▋ | 170/2500 [01:24<19:18, 2.01it/s] 7%|▋ | 171/2500 [01:25<19:24, 2.00it/s] 7%|▋ | 172/2500 [01:25<19:43, 1.97it/s] 7%|▋ | 173/2500 [01:26<19:24, 2.00it/s] 7%|▋ | 174/2500 [01:26<19:39, 1.97it/s] 7%|▋ | 175/2500 [01:27<19:36, 1.98it/s] 7%|▋ | 176/2500 [01:27<19:20, 2.00it/s] 7%|▋ | 177/2500 [01:28<19:32, 1.98it/s] 7%|▋ | 178/2500 [01:28<19:27, 1.99it/s] 7%|▋ | 179/2500 [01:29<19:18, 2.00it/s] 7%|▋ | 180/2500 [01:29<19:24, 1.99it/s] 7%|▋ | 181/2500 [01:30<19:30, 1.98it/s] 7%|▋ | 182/2500 [01:30<19:13, 2.01it/s] 7%|▋ | 183/2500 [01:31<19:02, 2.03it/s] 7%|▋ | 184/2500 [01:31<18:56, 2.04it/s] 7%|▋ | 185/2500 [01:32<19:02, 2.03it/s] 7%|▋ | 186/2500 [01:32<19:14, 2.00it/s] 7%|▋ | 187/2500 [01:33<19:40, 1.96it/s] 8%|▊ | 188/2500 [01:33<19:22, 1.99it/s] 8%|▊ | 189/2500 [01:34<19:29, 1.98it/s] 8%|▊ | 190/2500 [01:34<19:16, 2.00it/s] 8%|▊ | 191/2500 [01:35<19:12, 2.00it/s] 8%|▊ | 192/2500 [01:35<19:12, 2.00it/s] 8%|▊ | 193/2500 [01:36<19:04, 2.01it/s] 8%|▊ | 194/2500 [01:36<19:00, 2.02it/s] 8%|▊ | 195/2500 [01:37<18:53, 2.03it/s] 8%|▊ | 196/2500 [01:37<18:57, 2.03it/s] 8%|▊ | 197/2500 [01:38<18:47, 2.04it/s] 8%|▊ | 198/2500 [01:38<18:38, 2.06it/s] 8%|▊ | 199/2500 [01:39<18:47, 2.04it/s] 8%|▊ | 200/2500 [01:39<19:03, 2.01it/s] 8%|▊ | 201/2500 [01:40<18:45, 2.04it/s] 8%|▊ | 202/2500 [01:40<18:39, 2.05it/s] 8%|▊ | 203/2500 [01:41<18:45, 2.04it/s] 8%|▊ | 204/2500 [01:41<19:14, 1.99it/s] 8%|▊ | 205/2500 [01:42<19:13, 1.99it/s] 8%|▊ | 206/2500 [01:42<19:21, 1.98it/s] 8%|▊ | 207/2500 [01:43<19:20, 1.98it/s] 8%|▊ | 208/2500 [01:43<19:38, 1.95it/s] 8%|▊ | 209/2500 [01:44<19:34, 1.95it/s] 8%|▊ | 210/2500 [01:44<19:51, 1.92it/s] 8%|▊ | 211/2500 [01:45<19:49, 1.92it/s] 8%|▊ | 212/2500 [01:45<20:04, 1.90it/s] 9%|▊ | 213/2500 [01:46<19:44, 1.93it/s] 9%|▊ | 214/2500 [01:46<19:33, 1.95it/s] 9%|▊ | 215/2500 [01:47<19:26, 1.96it/s] 9%|▊ | 216/2500 [01:47<19:21, 1.97it/s] 9%|▊ | 217/2500 [01:48<19:10, 1.98it/s] 9%|▊ | 218/2500 [01:48<19:00, 2.00it/s] 9%|▉ | 219/2500 [01:49<18:54, 2.01it/s] 9%|▉ | 220/2500 [01:49<19:16, 1.97it/s] 9%|▉ | 221/2500 [01:50<19:03, 1.99it/s] 9%|▉ | 222/2500 [01:50<18:53, 2.01it/s] 9%|▉ | 223/2500 [01:51<18:58, 2.00it/s] 9%|▉ | 224/2500 [01:51<19:03, 1.99it/s] 9%|▉ | 225/2500 [01:52<18:43, 2.02it/s] 9%|▉ | 226/2500 [01:52<18:48, 2.01it/s] 9%|▉ | 227/2500 [01:53<18:38, 2.03it/s] 9%|▉ | 228/2500 [01:53<18:40, 2.03it/s] 9%|▉ | 229/2500 [01:54<19:00, 1.99it/s] 9%|▉ | 230/2500 [01:54<18:52, 2.00it/s] 9%|▉ | 231/2500 [01:55<19:00, 1.99it/s] 9%|▉ | 232/2500 [01:55<18:54, 2.00it/s] 9%|▉ | 233/2500 [01:56<19:23, 1.95it/s] 9%|▉ | 234/2500 [01:56<19:11, 1.97it/s] 9%|▉ | 235/2500 [01:57<18:59, 1.99it/s] 9%|▉ | 236/2500 [01:57<18:51, 2.00it/s] 9%|▉ | 237/2500 [01:58<18:37, 2.02it/s] 10%|▉ | 238/2500 [01:58<18:46, 2.01it/s] 10%|▉ | 239/2500 [01:59<18:54, 1.99it/s] 10%|▉ | 240/2500 [01:59<18:53, 1.99it/s] 10%|▉ | 241/2500 [02:00<18:49, 2.00it/s] 10%|▉ | 242/2500 [02:00<18:40, 2.02it/s] 10%|▉ | 243/2500 [02:01<18:53, 1.99it/s] 10%|▉ | 244/2500 [02:01<18:55, 1.99it/s] 10%|▉ | 245/2500 [02:02<18:55, 1.99it/s] 10%|▉ | 246/2500 [02:02<18:59, 1.98it/s] 10%|▉ | 247/2500 [02:03<18:52, 1.99it/s] 10%|▉ | 248/2500 [02:03<19:00, 1.97it/s] 10%|▉ | 249/2500 [02:04<19:10, 1.96it/s] 10%|█ | 250/2500 [02:04<19:18, 1.94it/s] 10%|█ | 251/2500 [02:05<18:55, 1.98it/s] 10%|█ | 252/2500 [02:05<19:06, 1.96it/s] 10%|█ | 253/2500 [02:06<18:48, 1.99it/s] 10%|█ | 254/2500 [02:06<18:59, 1.97it/s] 10%|█ | 255/2500 [02:07<19:05, 1.96it/s] 10%|█ | 256/2500 [02:07<19:01, 1.97it/s] 10%|█ | 257/2500 [02:08<18:48, 1.99it/s] 10%|█ | 258/2500 [02:08<18:59, 1.97it/s] 10%|█ | 259/2500 [02:09<18:42, 2.00it/s] 10%|█ | 260/2500 [02:09<18:33, 2.01it/s] 10%|█ | 261/2500 [02:10<18:21, 2.03it/s] 10%|█ | 262/2500 [02:10<18:49, 1.98it/s] 11%|█ | 263/2500 [02:11<18:47, 1.98it/s] 11%|█ | 264/2500 [02:11<19:14, 1.94it/s] 11%|█ | 265/2500 [02:12<18:52, 1.97it/s] 11%|█ | 266/2500 [02:12<18:46, 1.98it/s] 11%|█ | 267/2500 [02:13<19:01, 1.96it/s] 11%|█ | 268/2500 [02:14<19:09, 1.94it/s] 11%|█ | 269/2500 [02:14<18:58, 1.96it/s] 11%|█ | 270/2500 [02:15<19:16, 1.93it/s] 11%|█ | 271/2500 [02:15<19:22, 1.92it/s] 11%|█ | 272/2500 [02:16<19:10, 1.94it/s] 11%|█ | 273/2500 [02:16<19:20, 1.92it/s] 11%|█ | 274/2500 [02:17<19:16, 1.92it/s] 11%|█ | 275/2500 [02:17<18:59, 1.95it/s] 11%|█ | 276/2500 [02:18<19:00, 1.95it/s] 11%|█ | 277/2500 [02:18<18:49, 1.97it/s] 11%|█ | 278/2500 [02:19<18:43, 1.98it/s] 11%|█ | 279/2500 [02:19<18:41, 1.98it/s] 11%|█ | 280/2500 [02:20<18:52, 1.96it/s] 11%|█ | 281/2500 [02:20<19:08, 1.93it/s] 11%|█▏ | 282/2500 [02:21<19:18, 1.91it/s] 11%|█▏ | 283/2500 [02:21<19:18, 1.91it/s] 11%|█▏ | 284/2500 [02:22<19:20, 1.91it/s] 11%|█▏ | 285/2500 [02:22<19:01, 1.94it/s] 11%|█▏ | 286/2500 [02:23<19:05, 1.93it/s] 11%|█▏ | 287/2500 [02:23<19:02, 1.94it/s] 12%|█▏ | 288/2500 [02:24<18:50, 1.96it/s] 12%|█▏ | 289/2500 [02:24<19:06, 1.93it/s] 12%|█▏ | 290/2500 [02:25<19:05, 1.93it/s] 12%|█▏ | 291/2500 [02:25<19:07, 1.93it/s] 12%|█▏ | 292/2500 [02:26<19:04, 1.93it/s] 12%|█▏ | 293/2500 [02:26<19:01, 1.93it/s] 12%|█▏ | 294/2500 [02:27<18:48, 1.96it/s] 12%|█▏ | 295/2500 [02:27<18:44, 1.96it/s] 12%|█▏ | 296/2500 [02:28<18:33, 1.98it/s] 12%|█▏ | 297/2500 [02:28<18:28, 1.99it/s] 12%|█▏ | 298/2500 [02:29<18:21, 2.00it/s] 12%|█▏ | 299/2500 [02:29<18:02, 2.03it/s] 12%|█▏ | 300/2500 [02:30<18:31, 1.98it/s] 12%|█▏ | 301/2500 [02:30<18:35, 1.97it/s] 12%|█▏ | 302/2500 [02:31<18:35, 1.97it/s] 12%|█▏ | 303/2500 [02:31<18:33, 1.97it/s] 12%|█▏ | 304/2500 [02:32<18:28, 1.98it/s] 12%|█▏ | 305/2500 [02:32<18:26, 1.98it/s] 12%|█▏ | 306/2500 [02:33<18:34, 1.97it/s] 12%|█▏ | 307/2500 [02:33<18:33, 1.97it/s] 12%|█▏ | 308/2500 [02:34<18:51, 1.94it/s] 12%|█▏ | 309/2500 [02:35<18:49, 1.94it/s] 12%|█▏ | 310/2500 [02:35<18:50, 1.94it/s] 12%|█▏ | 311/2500 [02:36<18:42, 1.95it/s] 12%|█▏ | 312/2500 [02:36<18:43, 1.95it/s] 13%|█▎ | 313/2500 [02:37<18:47, 1.94it/s] 13%|█▎ | 314/2500 [02:37<18:43, 1.95it/s] 13%|█▎ | 315/2500 [02:38<18:23, 1.98it/s] 13%|█▎ | 316/2500 [02:38<18:33, 1.96it/s] 13%|█▎ | 317/2500 [02:39<18:31, 1.96it/s] 13%|█▎ | 318/2500 [02:39<18:26, 1.97it/s] 13%|█▎ | 319/2500 [02:40<18:19, 1.98it/s] 13%|█▎ | 320/2500 [02:40<18:27, 1.97it/s] 13%|█▎ | 321/2500 [02:41<18:25, 1.97it/s] 13%|█▎ | 322/2500 [02:41<18:30, 1.96it/s] 13%|█▎ | 323/2500 [02:42<18:26, 1.97it/s] 13%|█▎ | 324/2500 [02:42<18:43, 1.94it/s] 13%|█▎ | 325/2500 [02:43<21:28, 1.69it/s] 13%|█▎ | 326/2500 [02:43<20:31, 1.77it/s] 13%|█▎ | 327/2500 [02:44<20:02, 1.81it/s] 13%|█▎ | 328/2500 [02:45<19:56, 1.81it/s] 13%|█▎ | 329/2500 [02:45<19:49, 1.82it/s] 13%|█▎ | 330/2500 [02:46<19:24, 1.86it/s] 13%|█▎ | 331/2500 [02:46<19:17, 1.87it/s] 13%|█▎ | 332/2500 [02:47<18:50, 1.92it/s] 13%|█▎ | 333/2500 [02:47<18:51, 1.92it/s] 13%|█▎ | 334/2500 [02:48<18:55, 1.91it/s] 13%|█▎ | 335/2500 [02:48<18:45, 1.92it/s] 13%|█▎ | 336/2500 [02:49<18:40, 1.93it/s] 13%|█▎ | 337/2500 [02:49<18:35, 1.94it/s] 14%|█▎ | 338/2500 [02:50<18:29, 1.95it/s] 14%|█▎ | 339/2500 [02:50<18:51, 1.91it/s] 14%|█▎ | 340/2500 [02:51<18:46, 1.92it/s] 14%|█▎ | 341/2500 [02:51<18:55, 1.90it/s] 14%|█▎ | 342/2500 [02:52<18:53, 1.90it/s] 14%|█▎ | 343/2500 [02:52<18:53, 1.90it/s] 14%|█▍ | 344/2500 [02:53<19:00, 1.89it/s] 14%|█▍ | 345/2500 [02:53<18:47, 1.91it/s] 14%|█▍ | 346/2500 [02:54<19:01, 1.89it/s] 14%|█▍ | 347/2500 [02:54<18:47, 1.91it/s] 14%|█▍ | 348/2500 [02:55<18:34, 1.93it/s] 14%|█▍ | 349/2500 [02:55<18:49, 1.90it/s] 14%|█▍ | 350/2500 [02:56<18:49, 1.90it/s] 14%|█▍ | 351/2500 [02:57<19:09, 1.87it/s] 14%|█▍ | 352/2500 [02:57<19:06, 1.87it/s] 14%|█▍ | 353/2500 [02:58<19:11, 1.86it/s] 14%|█▍ | 354/2500 [02:58<19:13, 1.86it/s] 14%|█▍ | 355/2500 [02:59<19:14, 1.86it/s] 14%|█▍ | 356/2500 [02:59<19:01, 1.88it/s] 14%|█▍ | 357/2500 [03:00<18:43, 1.91it/s] 14%|█▍ | 358/2500 [03:00<18:33, 1.92it/s] 14%|█▍ | 359/2500 [03:01<18:27, 1.93it/s] 14%|█▍ | 360/2500 [03:01<18:26, 1.93it/s] 14%|█▍ | 361/2500 [03:02<18:28, 1.93it/s] 14%|█▍ | 362/2500 [03:02<18:53, 1.89it/s] 15%|█▍ | 363/2500 [03:03<19:12, 1.85it/s] 15%|█▍ | 364/2500 [03:03<19:15, 1.85it/s] 15%|█▍ | 365/2500 [03:04<19:13, 1.85it/s] 15%|█▍ | 366/2500 [03:05<19:03, 1.87it/s] 15%|█▍ | 367/2500 [03:05<18:44, 1.90it/s] 15%|█▍ | 368/2500 [03:06<18:59, 1.87it/s] 15%|█▍ | 369/2500 [03:06<18:44, 1.90it/s] 15%|█▍ | 370/2500 [03:07<18:33, 1.91it/s] 15%|█▍ | 371/2500 [03:07<18:32, 1.91it/s] 15%|█▍ | 372/2500 [03:08<19:05, 1.86it/s] 15%|█▍ | 373/2500 [03:08<19:05, 1.86it/s] 15%|█▍ | 374/2500 [03:09<18:53, 1.88it/s] 15%|█▌ | 375/2500 [03:09<18:46, 1.89it/s] 15%|█▌ | 376/2500 [03:10<18:36, 1.90it/s] 15%|█▌ | 377/2500 [03:10<18:42, 1.89it/s] 15%|█▌ | 378/2500 [03:11<18:38, 1.90it/s] 15%|█▌ | 379/2500 [03:11<18:52, 1.87it/s] 15%|█▌ | 380/2500 [03:12<18:35, 1.90it/s] 15%|█▌ | 381/2500 [03:12<18:27, 1.91it/s] 15%|█▌ | 382/2500 [03:13<18:27, 1.91it/s] 15%|█▌ | 383/2500 [03:14<18:50, 1.87it/s] 15%|█▌ | 384/2500 [03:14<18:56, 1.86it/s] 15%|█▌ | 385/2500 [03:15<18:59, 1.86it/s] 15%|█▌ | 386/2500 [03:15<19:15, 1.83it/s] 15%|█▌ | 387/2500 [03:16<18:59, 1.85it/s] 16%|█▌ | 388/2500 [03:16<18:45, 1.88it/s] 16%|█▌ | 389/2500 [03:17<18:56, 1.86it/s] 16%|█▌ | 390/2500 [03:17<18:41, 1.88it/s] 16%|█▌ | 391/2500 [03:18<18:45, 1.87it/s] 16%|█▌ | 392/2500 [03:18<18:54, 1.86it/s] 16%|█▌ | 393/2500 [03:19<18:53, 1.86it/s] 16%|█▌ | 394/2500 [03:19<19:01, 1.85it/s] 16%|█▌ | 395/2500 [03:20<18:44, 1.87it/s] 16%|█▌ | 396/2500 [03:20<18:42, 1.87it/s] 16%|█▌ | 397/2500 [03:21<18:27, 1.90it/s] 16%|█▌ | 398/2500 [03:22<18:32, 1.89it/s] 16%|█▌ | 399/2500 [03:22<18:29, 1.89it/s] 16%|█▌ | 400/2500 [03:23<18:39, 1.88it/s] 16%|█▌ | 401/2500 [03:23<18:36, 1.88it/s] 16%|█▌ | 402/2500 [03:24<18:37, 1.88it/s] 16%|█▌ | 403/2500 [03:24<18:28, 1.89it/s] 16%|█▌ | 404/2500 [03:25<18:47, 1.86it/s] 16%|█▌ | 405/2500 [03:25<19:08, 1.82it/s] 16%|█▌ | 406/2500 [03:26<19:01, 1.84it/s] 16%|█▋ | 407/2500 [03:26<18:59, 1.84it/s] 16%|█▋ | 408/2500 [03:27<18:43, 1.86it/s] 16%|█▋ | 409/2500 [03:27<18:58, 1.84it/s] 16%|█▋ | 410/2500 [03:28<18:39, 1.87it/s] 16%|█▋ | 411/2500 [03:29<18:36, 1.87it/s] 16%|█▋ | 412/2500 [03:29<18:25, 1.89it/s] 17%|█▋ | 413/2500 [03:30<18:29, 1.88it/s] 17%|█▋ | 414/2500 [03:30<18:15, 1.90it/s] 17%|█▋ | 415/2500 [03:31<18:11, 1.91it/s] 17%|█▋ | 416/2500 [03:31<18:04, 1.92it/s] 17%|█▋ | 417/2500 [03:32<18:15, 1.90it/s] 17%|█▋ | 418/2500 [03:32<18:16, 1.90it/s] 17%|█▋ | 419/2500 [03:33<18:21, 1.89it/s] 17%|█▋ | 420/2500 [03:33<18:08, 1.91it/s] 17%|█▋ | 421/2500 [03:34<18:24, 1.88it/s] 17%|█▋ | 422/2500 [03:34<18:36, 1.86it/s] 17%|█▋ | 423/2500 [03:35<18:33, 1.86it/s] 17%|█▋ | 424/2500 [03:35<18:38, 1.86it/s] 17%|█▋ | 425/2500 [03:36<18:20, 1.89it/s] 17%|█▋ | 426/2500 [03:36<18:20, 1.88it/s] 17%|█▋ | 427/2500 [03:37<18:20, 1.88it/s] 17%|█▋ | 428/2500 [03:38<18:16, 1.89it/s] 17%|█▋ | 429/2500 [03:38<18:10, 1.90it/s] 17%|█▋ | 430/2500 [03:39<18:14, 1.89it/s] 17%|█▋ | 431/2500 [03:39<18:18, 1.88it/s] 17%|█▋ | 432/2500 [03:40<18:15, 1.89it/s] 17%|█▋ | 433/2500 [03:40<18:14, 1.89it/s] 17%|█▋ | 434/2500 [03:41<18:30, 1.86it/s] 17%|█▋ | 435/2500 [03:41<18:45, 1.83it/s] 17%|█▋ | 436/2500 [03:42<19:01, 1.81it/s] 17%|█▋ | 437/2500 [03:42<18:54, 1.82it/s] 18%|█▊ | 438/2500 [03:43<18:52, 1.82it/s] 18%|█▊ | 439/2500 [03:43<18:39, 1.84it/s] 18%|█▊ | 440/2500 [03:44<18:13, 1.88it/s] 18%|█▊ | 441/2500 [03:45<18:07, 1.89it/s] 18%|█▊ | 442/2500 [03:45<18:01, 1.90it/s] 18%|█▊ | 443/2500 [03:46<17:51, 1.92it/s] 18%|█▊ | 444/2500 [03:46<17:45, 1.93it/s] 18%|█▊ | 445/2500 [03:47<17:46, 1.93it/s] 18%|█▊ | 446/2500 [03:47<17:52, 1.92it/s] 18%|█▊ | 447/2500 [03:48<17:53, 1.91it/s] 18%|█▊ | 448/2500 [03:48<17:53, 1.91it/s] 18%|█▊ | 449/2500 [03:49<18:20, 1.86it/s] 18%|█▊ | 450/2500 [03:49<18:13, 1.87it/s] 18%|█▊ | 451/2500 [03:50<18:11, 1.88it/s] 18%|█▊ | 452/2500 [03:50<18:18, 1.86it/s] 18%|█▊ | 453/2500 [03:51<18:17, 1.87it/s] 18%|█▊ | 454/2500 [03:51<17:58, 1.90it/s] 18%|█▊ | 455/2500 [03:52<18:05, 1.88it/s] 18%|█▊ | 456/2500 [03:52<18:02, 1.89it/s] 18%|█▊ | 457/2500 [03:53<18:07, 1.88it/s] 18%|█▊ | 458/2500 [03:53<18:01, 1.89it/s] 18%|█▊ | 459/2500 [03:54<18:06, 1.88it/s] 18%|█▊ | 460/2500 [03:55<17:58, 1.89it/s] 18%|█▊ | 461/2500 [03:55<17:59, 1.89it/s] 18%|█▊ | 462/2500 [03:56<18:04, 1.88it/s] 19%|█▊ | 463/2500 [03:56<17:52, 1.90it/s] 19%|█▊ | 464/2500 [03:57<17:52, 1.90it/s] 19%|█▊ | 465/2500 [03:57<18:44, 1.81it/s] 19%|█▊ | 466/2500 [03:58<18:35, 1.82it/s] 19%|█▊ | 467/2500 [03:58<18:38, 1.82it/s] 19%|█▊ | 468/2500 [03:59<18:45, 1.81it/s] 19%|█▉ | 469/2500 [03:59<18:47, 1.80it/s] 19%|█▉ | 470/2500 [04:00<18:38, 1.82it/s] 19%|█▉ | 471/2500 [04:01<18:36, 1.82it/s] 19%|█▉ | 472/2500 [04:01<18:30, 1.83it/s] 19%|█▉ | 473/2500 [04:02<18:28, 1.83it/s] 19%|█▉ | 474/2500 [04:02<18:38, 1.81it/s] 19%|█▉ | 475/2500 [04:03<18:36, 1.81it/s] 19%|█▉ | 476/2500 [04:03<18:34, 1.82it/s] 19%|█▉ | 477/2500 [04:04<18:33, 1.82it/s] 19%|█▉ | 478/2500 [04:04<18:30, 1.82it/s] 19%|█▉ | 479/2500 [04:05<18:34, 1.81it/s] 19%|█▉ | 480/2500 [04:06<18:25, 1.83it/s] 19%|█▉ | 481/2500 [04:06<17:59, 1.87it/s] 19%|█▉ | 482/2500 [04:07<17:48, 1.89it/s] 19%|█▉ | 483/2500 [04:07<18:11, 1.85it/s] 19%|█▉ | 484/2500 [04:08<18:08, 1.85it/s] 19%|█▉ | 485/2500 [04:08<18:25, 1.82it/s] 19%|█▉ | 486/2500 [04:09<18:19, 1.83it/s] 19%|█▉ | 487/2500 [04:09<18:18, 1.83it/s] 20%|█▉ | 488/2500 [04:10<18:33, 1.81it/s] 20%|█▉ | 489/2500 [04:10<18:26, 1.82it/s] 20%|█▉ | 490/2500 [04:11<18:26, 1.82it/s] 20%|█▉ | 491/2500 [04:11<18:17, 1.83it/s] 20%|█▉ | 492/2500 [04:12<18:10, 1.84it/s] 20%|█▉ | 493/2500 [04:13<18:17, 1.83it/s] 20%|█▉ | 494/2500 [04:13<18:22, 1.82it/s] 20%|█▉ | 495/2500 [04:14<18:07, 1.84it/s] 20%|█▉ | 496/2500 [04:14<18:06, 1.85it/s] 20%|█▉ | 497/2500 [04:15<18:12, 1.83it/s] 20%|█▉ | 498/2500 [04:15<18:03, 1.85it/s] 20%|█▉ | 499/2500 [04:16<17:57, 1.86it/s] 20%|██ | 500/2500 [04:16<17:58, 1.85it/s] 20%|██ | 501/2500 [04:17<18:04, 1.84it/s] 20%|██ | 502/2500 [04:17<18:10, 1.83it/s] 20%|██ | 503/2500 [04:18<18:07, 1.84it/s] 20%|██ | 504/2500 [04:19<18:02, 1.84it/s] 20%|██ | 505/2500 [04:19<17:55, 1.86it/s] 20%|██ | 506/2500 [04:20<17:49, 1.87it/s] 20%|██ | 507/2500 [04:20<17:44, 1.87it/s] 20%|██ | 508/2500 [04:21<17:49, 1.86it/s] 20%|██ | 509/2500 [04:21<18:04, 1.84it/s] 20%|██ | 510/2500 [04:22<17:52, 1.86it/s] 20%|██ | 511/2500 [04:22<18:16, 1.81it/s] 20%|██ | 512/2500 [04:23<18:24, 1.80it/s] 21%|██ | 513/2500 [04:23<18:16, 1.81it/s] 21%|██ | 514/2500 [04:24<17:58, 1.84it/s] 21%|██ | 515/2500 [04:25<18:09, 1.82it/s] 21%|██ | 516/2500 [04:25<17:56, 1.84it/s] 21%|██ | 517/2500 [04:26<17:52, 1.85it/s] 21%|██ | 518/2500 [04:26<17:41, 1.87it/s] 21%|██ | 519/2500 [04:27<17:32, 1.88it/s] 21%|██ | 520/2500 [04:27<17:34, 1.88it/s] 21%|██ | 521/2500 [04:28<17:36, 1.87it/s] 21%|██ | 522/2500 [04:28<17:24, 1.89it/s] 21%|██ | 523/2500 [04:29<17:32, 1.88it/s] 21%|██ | 524/2500 [04:29<17:44, 1.86it/s] 21%|██ | 525/2500 [04:30<18:07, 1.82it/s] 21%|██ | 526/2500 [04:30<17:49, 1.85it/s] 21%|██ | 527/2500 [04:31<18:13, 1.80it/s] 21%|██ | 528/2500 [04:32<18:14, 1.80it/s] 21%|██ | 529/2500 [04:32<17:59, 1.83it/s] 21%|██ | 530/2500 [04:33<17:58, 1.83it/s] 21%|██ | 531/2500 [04:33<18:02, 1.82it/s] 21%|██▏ | 532/2500 [04:34<18:00, 1.82it/s] 21%|██▏ | 533/2500 [04:34<18:10, 1.80it/s] 21%|██▏ | 534/2500 [04:35<18:04, 1.81it/s] 21%|██▏ | 535/2500 [04:35<17:54, 1.83it/s] 21%|██▏ | 536/2500 [04:36<17:42, 1.85it/s] 21%|██▏ | 537/2500 [04:36<17:51, 1.83it/s] 22%|██▏ | 538/2500 [04:37<17:46, 1.84it/s] 22%|██▏ | 539/2500 [04:38<17:51, 1.83it/s] 22%|██▏ | 540/2500 [04:38<17:55, 1.82it/s] 22%|██▏ | 541/2500 [04:39<17:42, 1.84it/s] 22%|██▏ | 542/2500 [04:39<17:35, 1.85it/s] 22%|██▏ | 543/2500 [04:40<17:32, 1.86it/s] 22%|██▏ | 544/2500 [04:40<17:32, 1.86it/s] 22%|██▏ | 545/2500 [04:41<17:37, 1.85it/s] 22%|██▏ | 546/2500 [04:41<17:42, 1.84it/s] 22%|██▏ | 547/2500 [04:42<17:43, 1.84it/s] 22%|██▏ | 548/2500 [04:42<17:37, 1.85it/s] 22%|██▏ | 549/2500 [04:43<17:36, 1.85it/s] 22%|██▏ | 550/2500 [04:44<17:39, 1.84it/s] 22%|██▏ | 551/2500 [04:44<17:38, 1.84it/s] 22%|██▏ | 552/2500 [04:45<17:40, 1.84it/s] 22%|██▏ | 553/2500 [04:45<17:36, 1.84it/s] 22%|██▏ | 554/2500 [04:46<17:39, 1.84it/s] 22%|██▏ | 555/2500 [04:46<17:48, 1.82it/s] 22%|██▏ | 556/2500 [04:47<17:38, 1.84it/s] 22%|██▏ | 557/2500 [04:47<17:53, 1.81it/s] 22%|██▏ | 558/2500 [04:48<17:34, 1.84it/s] 22%|██▏ | 559/2500 [04:48<17:37, 1.83it/s] 22%|██▏ | 560/2500 [04:49<17:29, 1.85it/s] 22%|██▏ | 561/2500 [04:50<17:53, 1.81it/s] 22%|██▏ | 562/2500 [04:50<17:35, 1.84it/s] 23%|██▎ | 563/2500 [04:51<17:36, 1.83it/s] 23%|██▎ | 564/2500 [04:51<17:38, 1.83it/s] 23%|██▎ | 565/2500 [04:52<17:34, 1.83it/s] 23%|██▎ | 566/2500 [04:52<17:35, 1.83it/s] 23%|██▎ | 567/2500 [04:53<17:47, 1.81it/s] 23%|██▎ | 568/2500 [04:53<17:39, 1.82it/s] 23%|██▎ | 569/2500 [04:54<17:22, 1.85it/s] 23%|██▎ | 570/2500 [04:54<17:37, 1.82it/s] 23%|██▎ | 571/2500 [04:55<17:53, 1.80it/s] 23%|██▎ | 572/2500 [04:56<17:52, 1.80it/s] 23%|██▎ | 573/2500 [04:56<17:52, 1.80it/s] 23%|██▎ | 574/2500 [04:57<17:46, 1.81it/s] 23%|██▎ | 575/2500 [04:57<17:57, 1.79it/s] 23%|██▎ | 576/2500 [04:58<18:00, 1.78it/s] 23%|██▎ | 577/2500 [04:58<18:01, 1.78it/s] 23%|██▎ | 578/2500 [04:59<18:05, 1.77it/s] 23%|██▎ | 579/2500 [05:00<18:10, 1.76it/s] 23%|██▎ | 580/2500 [05:00<17:54, 1.79it/s] 23%|██▎ | 581/2500 [05:01<17:35, 1.82it/s] 23%|██▎ | 582/2500 [05:01<17:46, 1.80it/s] 23%|██▎ | 583/2500 [05:02<17:41, 1.81it/s] 23%|██▎ | 584/2500 [05:02<17:51, 1.79it/s] 23%|██▎ | 585/2500 [05:03<18:03, 1.77it/s] 23%|██▎ | 586/2500 [05:03<18:03, 1.77it/s] 23%|██▎ | 587/2500 [05:04<18:00, 1.77it/s] 24%|██▎ | 588/2500 [05:05<18:09, 1.76it/s] 24%|██▎ | 589/2500 [05:05<18:15, 1.74it/s] 24%|██▎ | 590/2500 [05:06<18:03, 1.76it/s] 24%|██▎ | 591/2500 [05:06<18:06, 1.76it/s] 24%|██▎ | 592/2500 [05:07<17:53, 1.78it/s] 24%|██▎ | 593/2500 [05:07<17:41, 1.80it/s] 24%|██▍ | 594/2500 [05:08<17:33, 1.81it/s] 24%|██▍ | 595/2500 [05:09<17:50, 1.78it/s] 24%|██▍ | 596/2500 [05:09<17:42, 1.79it/s] 24%|██▍ | 597/2500 [05:10<18:02, 1.76it/s] 24%|██▍ | 598/2500 [05:10<17:53, 1.77it/s] 24%|██▍ | 599/2500 [05:11<17:44, 1.79it/s] 24%|██▍ | 600/2500 [05:11<17:42, 1.79it/s] 24%|██▍ | 601/2500 [05:12<17:32, 1.80it/s] 24%|██▍ | 602/2500 [05:12<17:33, 1.80it/s] 24%|██▍ | 603/2500 [05:13<17:42, 1.79it/s] 24%|██▍ | 604/2500 [05:14<18:04, 1.75it/s] 24%|██▍ | 605/2500 [05:14<17:44, 1.78it/s] 24%|██▍ | 606/2500 [05:15<17:35, 1.79it/s] 24%|██▍ | 607/2500 [05:15<17:29, 1.80it/s] 24%|██▍ | 608/2500 [05:16<17:33, 1.80it/s] 24%|██▍ | 609/2500 [05:16<17:45, 1.77it/s] 24%|██▍ | 610/2500 [05:17<17:34, 1.79it/s] 24%|██▍ | 611/2500 [05:17<17:34, 1.79it/s] 24%|██▍ | 612/2500 [05:18<17:25, 1.81it/s] 25%|██▍ | 613/2500 [05:19<17:26, 1.80it/s] 25%|██▍ | 614/2500 [05:19<17:28, 1.80it/s] 25%|██▍ | 615/2500 [05:20<17:37, 1.78it/s] 25%|██▍ | 616/2500 [05:20<17:40, 1.78it/s] 25%|██▍ | 617/2500 [05:21<17:38, 1.78it/s] 25%|██▍ | 618/2500 [05:21<17:30, 1.79it/s] 25%|██▍ | 619/2500 [05:22<17:35, 1.78it/s] 25%|██▍ | 620/2500 [05:23<17:34, 1.78it/s] 25%|██▍ | 621/2500 [05:23<18:42, 1.67it/s] 25%|██▍ | 622/2500 [05:24<18:08, 1.73it/s] 25%|██▍ | 623/2500 [05:24<17:55, 1.75it/s] 25%|██▍ | 624/2500 [05:25<17:40, 1.77it/s] 25%|██▌ | 625/2500 [05:25<17:44, 1.76it/s] 25%|██▌ | 626/2500 [05:26<17:25, 1.79it/s] 25%|██▌ | 627/2500 [05:27<17:47, 1.75it/s] 25%|██▌ | 628/2500 [05:27<17:51, 1.75it/s] 25%|██▌ | 629/2500 [05:28<17:53, 1.74it/s] 25%|██▌ | 630/2500 [05:28<17:44, 1.76it/s] 25%|██▌ | 631/2500 [05:29<17:36, 1.77it/s] 25%|██▌ | 632/2500 [05:29<17:33, 1.77it/s] 25%|██▌ | 633/2500 [05:30<17:35, 1.77it/s] 25%|██▌ | 634/2500 [05:31<17:30, 1.78it/s] 25%|██▌ | 635/2500 [05:31<17:26, 1.78it/s] 25%|██▌ | 636/2500 [05:32<17:38, 1.76it/s] 25%|██▌ | 637/2500 [05:32<17:33, 1.77it/s] 26%|██▌ | 638/2500 [05:33<17:23, 1.79it/s] 26%|██▌ | 639/2500 [05:33<17:27, 1.78it/s] 26%|██▌ | 640/2500 [05:34<17:10, 1.80it/s] 26%|██▌ | 641/2500 [05:34<17:23, 1.78it/s] 26%|██▌ | 642/2500 [05:35<17:33, 1.76it/s] 26%|██▌ | 643/2500 [05:36<17:32, 1.76it/s] 26%|██▌ | 644/2500 [05:36<17:15, 1.79it/s] 26%|██▌ | 645/2500 [05:37<17:09, 1.80it/s] 26%|██▌ | 646/2500 [05:37<17:01, 1.81it/s] 26%|██▌ | 647/2500 [05:38<17:04, 1.81it/s] 26%|██▌ | 648/2500 [05:38<17:01, 1.81it/s] 26%|██▌ | 649/2500 [05:39<17:19, 1.78it/s] 26%|██▌ | 650/2500 [05:39<17:22, 1.77it/s] 26%|██▌ | 651/2500 [05:40<17:09, 1.80it/s] 26%|██▌ | 652/2500 [05:41<17:22, 1.77it/s] 26%|██▌ | 653/2500 [05:41<17:17, 1.78it/s] 26%|██▌ | 654/2500 [05:42<17:12, 1.79it/s] 26%|██▌ | 655/2500 [05:42<16:58, 1.81it/s] 26%|██▌ | 656/2500 [05:43<17:05, 1.80it/s] 26%|██▋ | 657/2500 [05:43<17:23, 1.77it/s] 26%|██▋ | 658/2500 [05:44<17:02, 1.80it/s] 26%|██▋ | 659/2500 [05:44<17:04, 1.80it/s] 26%|██▋ | 660/2500 [05:45<17:06, 1.79it/s] 26%|██▋ | 661/2500 [05:46<17:24, 1.76it/s] 26%|██▋ | 662/2500 [05:46<17:17, 1.77it/s] 27%|██▋ | 663/2500 [05:47<17:24, 1.76it/s] 27%|██▋ | 664/2500 [05:47<17:14, 1.78it/s] 27%|██▋ | 665/2500 [05:48<17:04, 1.79it/s] 27%|██▋ | 666/2500 [05:48<16:58, 1.80it/s] 27%|██▋ | 667/2500 [05:49<17:07, 1.78it/s] 27%|██▋ | 668/2500 [05:50<17:09, 1.78it/s] 27%|██▋ | 669/2500 [05:50<17:04, 1.79it/s] 27%|██▋ | 670/2500 [05:51<16:56, 1.80it/s] 27%|██▋ | 671/2500 [05:51<16:54, 1.80it/s] 27%|██▋ | 672/2500 [05:52<16:50, 1.81it/s] 27%|██▋ | 673/2500 [05:52<17:05, 1.78it/s] 27%|██▋ | 674/2500 [05:53<17:23, 1.75it/s] 27%|██▋ | 675/2500 [05:53<17:23, 1.75it/s] 27%|██▋ | 676/2500 [05:54<17:13, 1.77it/s] 27%|██▋ | 677/2500 [05:55<17:19, 1.75it/s] 27%|██▋ | 678/2500 [05:55<17:06, 1.77it/s] 27%|██▋ | 679/2500 [05:56<17:08, 1.77it/s] 27%|██▋ | 680/2500 [05:56<17:00, 1.78it/s] 27%|██▋ | 681/2500 [05:57<17:18, 1.75it/s] 27%|██▋ | 682/2500 [05:57<17:05, 1.77it/s] 27%|██▋ | 683/2500 [05:58<17:01, 1.78it/s] 27%|██▋ | 684/2500 [05:59<17:14, 1.76it/s] 27%|██▋ | 685/2500 [05:59<17:23, 1.74it/s] 27%|██▋ | 686/2500 [06:00<17:22, 1.74it/s] 27%|██▋ | 687/2500 [06:00<17:15, 1.75it/s] 28%|██▊ | 688/2500 [06:01<17:23, 1.74it/s] 28%|██▊ | 689/2500 [06:01<17:17, 1.75it/s] 28%|██▊ | 690/2500 [06:02<16:56, 1.78it/s] 28%|██▊ | 691/2500 [06:03<16:49, 1.79it/s] 28%|██▊ | 692/2500 [06:03<16:55, 1.78it/s] 28%|██▊ | 693/2500 [06:04<16:55, 1.78it/s] 28%|██▊ | 694/2500 [06:04<16:56, 1.78it/s] 28%|██▊ | 695/2500 [06:05<16:52, 1.78it/s] 28%|██▊ | 696/2500 [06:05<16:58, 1.77it/s] 28%|██▊ | 697/2500 [06:06<16:58, 1.77it/s] 28%|██▊ | 698/2500 [06:07<16:55, 1.77it/s] 28%|██▊ | 699/2500 [06:07<17:00, 1.76it/s] 28%|██▊ | 700/2500 [06:08<17:00, 1.76it/s] 28%|██▊ | 701/2500 [06:08<17:03, 1.76it/s] 28%|██▊ | 702/2500 [06:09<16:59, 1.76it/s] 28%|██▊ | 703/2500 [06:09<17:05, 1.75it/s] 28%|██▊ | 704/2500 [06:10<17:01, 1.76it/s] 28%|██▊ | 705/2500 [06:11<17:10, 1.74it/s] 28%|██▊ | 706/2500 [06:11<16:55, 1.77it/s] 28%|██▊ | 707/2500 [06:12<17:12, 1.74it/s] 28%|██▊ | 708/2500 [06:12<16:55, 1.76it/s] 28%|██▊ | 709/2500 [06:13<16:50, 1.77it/s] 28%|██▊ | 710/2500 [06:13<16:48, 1.78it/s] 28%|██▊ | 711/2500 [06:14<16:55, 1.76it/s] 28%|██▊ | 712/2500 [06:14<16:53, 1.76it/s] 29%|██▊ | 713/2500 [06:15<16:53, 1.76it/s] 29%|██▊ | 714/2500 [06:16<16:55, 1.76it/s] 29%|██▊ | 715/2500 [06:16<16:49, 1.77it/s] 29%|██▊ | 716/2500 [06:17<16:47, 1.77it/s] 29%|██▊ | 717/2500 [06:17<16:45, 1.77it/s] 29%|██▊ | 718/2500 [06:18<16:31, 1.80it/s] 29%|██▉ | 719/2500 [06:18<16:35, 1.79it/s] 29%|██▉ | 720/2500 [06:19<16:30, 1.80it/s] 29%|██▉ | 721/2500 [06:20<16:39, 1.78it/s] 29%|██▉ | 722/2500 [06:20<16:40, 1.78it/s] 29%|██▉ | 723/2500 [06:21<16:49, 1.76it/s] 29%|██▉ | 724/2500 [06:21<16:45, 1.77it/s] 29%|██▉ | 725/2500 [06:22<19:00, 1.56it/s] 29%|██▉ | 726/2500 [06:23<18:15, 1.62it/s] 29%|██▉ | 727/2500 [06:23<18:12, 1.62it/s] 29%|██▉ | 728/2500 [06:24<17:49, 1.66it/s] 29%|██▉ | 729/2500 [06:24<17:42, 1.67it/s] 29%|██▉ | 730/2500 [06:25<17:23, 1.70it/s] 29%|██▉ | 731/2500 [06:26<17:12, 1.71it/s] 29%|██▉ | 732/2500 [06:26<17:05, 1.72it/s] 29%|██▉ | 733/2500 [06:27<17:13, 1.71it/s] 29%|██▉ | 734/2500 [06:27<17:11, 1.71it/s] 29%|██▉ | 735/2500 [06:28<16:57, 1.74it/s] 29%|██▉ | 736/2500 [06:28<16:42, 1.76it/s] 29%|██▉ | 737/2500 [06:29<16:46, 1.75it/s] 30%|██▉ | 738/2500 [06:30<16:41, 1.76it/s] 30%|██▉ | 739/2500 [06:30<16:25, 1.79it/s] 30%|██▉ | 740/2500 [06:31<16:38, 1.76it/s] 30%|██▉ | 741/2500 [06:31<16:47, 1.75it/s] 30%|██▉ | 742/2500 [06:32<16:36, 1.76it/s] 30%|██▉ | 743/2500 [06:32<16:50, 1.74it/s] 30%|██▉ | 744/2500 [06:33<16:53, 1.73it/s] 30%|██▉ | 745/2500 [06:34<17:00, 1.72it/s] 30%|██▉ | 746/2500 [06:34<16:47, 1.74it/s] 30%|██▉ | 747/2500 [06:35<16:57, 1.72it/s] 30%|██▉ | 748/2500 [06:35<16:59, 1.72it/s] 30%|██▉ | 749/2500 [06:36<16:46, 1.74it/s] 30%|███ | 750/2500 [06:36<16:45, 1.74it/s] 30%|███ | 751/2500 [06:37<16:50, 1.73it/s] 30%|███ | 752/2500 [06:38<16:50, 1.73it/s] 30%|███ | 753/2500 [06:38<16:49, 1.73it/s] 30%|███ | 754/2500 [06:39<16:52, 1.72it/s] 30%|███ | 755/2500 [06:39<16:53, 1.72it/s] 30%|███ | 756/2500 [06:40<16:58, 1.71it/s] 30%|███ | 757/2500 [06:41<17:01, 1.71it/s] 30%|███ | 758/2500 [06:41<16:57, 1.71it/s] 30%|███ | 759/2500 [06:42<16:58, 1.71it/s] 30%|███ | 760/2500 [06:42<16:51, 1.72it/s] 30%|███ | 761/2500 [06:43<16:47, 1.73it/s] 30%|███ | 762/2500 [06:43<16:43, 1.73it/s] 31%|███ | 763/2500 [06:44<16:41, 1.73it/s] 31%|███ | 764/2500 [06:45<16:53, 1.71it/s] 31%|███ | 765/2500 [06:45<16:40, 1.73it/s] 31%|███ | 766/2500 [06:46<16:45, 1.72it/s] 31%|███ | 767/2500 [06:46<17:02, 1.69it/s] 31%|███ | 768/2500 [06:47<16:49, 1.72it/s] 31%|███ | 769/2500 [06:47<16:43, 1.73it/s] 31%|███ | 770/2500 [06:48<16:29, 1.75it/s] 31%|███ | 771/2500 [06:49<16:25, 1.76it/s] 31%|███ | 772/2500 [06:49<16:32, 1.74it/s] 31%|███ | 773/2500 [06:50<16:41, 1.73it/s] 31%|███ | 774/2500 [06:50<16:29, 1.74it/s] 31%|███ | 775/2500 [06:51<16:27, 1.75it/s] 31%|███ | 776/2500 [06:51<16:16, 1.77it/s] 31%|███ | 777/2500 [06:52<16:20, 1.76it/s] 31%|███ | 778/2500 [06:53<16:32, 1.74it/s] 31%|███ | 779/2500 [06:53<16:28, 1.74it/s] 31%|███ | 780/2500 [06:54<16:31, 1.74it/s] 31%|███ | 781/2500 [06:54<16:41, 1.72it/s] 31%|███▏ | 782/2500 [06:55<16:35, 1.73it/s] 31%|███▏ | 783/2500 [06:56<16:48, 1.70it/s] 31%|███▏ | 784/2500 [06:56<16:34, 1.72it/s] 31%|███▏ | 785/2500 [06:57<16:30, 1.73it/s] 31%|███▏ | 786/2500 [06:57<16:43, 1.71it/s] 31%|███▏ | 787/2500 [06:58<16:55, 1.69it/s] 32%|███▏ | 788/2500 [06:58<16:45, 1.70it/s] 32%|███▏ | 789/2500 [06:59<16:52, 1.69it/s] 32%|███▏ | 790/2500 [07:00<17:03, 1.67it/s] 32%|███▏ | 791/2500 [07:00<16:54, 1.68it/s] 32%|███▏ | 792/2500 [07:01<16:55, 1.68it/s] 32%|███▏ | 793/2500 [07:01<17:04, 1.67it/s] 32%|███▏ | 794/2500 [07:02<16:38, 1.71it/s] 32%|███▏ | 795/2500 [07:03<16:28, 1.72it/s] 32%|███▏ | 796/2500 [07:03<16:20, 1.74it/s] 32%|███▏ | 797/2500 [07:04<16:14, 1.75it/s] 32%|███▏ | 798/2500 [07:04<16:24, 1.73it/s] 32%|███▏ | 799/2500 [07:05<16:13, 1.75it/s] 32%|███▏ | 800/2500 [07:05<16:22, 1.73it/s] 32%|███▏ | 801/2500 [07:06<16:16, 1.74it/s] 32%|███▏ | 802/2500 [07:07<16:17, 1.74it/s] 32%|███▏ | 803/2500 [07:07<16:14, 1.74it/s] 32%|███▏ | 804/2500 [07:08<16:05, 1.76it/s] 32%|███▏ | 805/2500 [07:08<16:04, 1.76it/s] 32%|███▏ | 806/2500 [07:09<15:54, 1.77it/s] 32%|███▏ | 807/2500 [07:09<16:09, 1.75it/s] 32%|███▏ | 808/2500 [07:10<16:05, 1.75it/s] 32%|███▏ | 809/2500 [07:11<16:10, 1.74it/s] 32%|███▏ | 810/2500 [07:11<16:01, 1.76it/s] 32%|███▏ | 811/2500 [07:12<15:51, 1.77it/s] 32%|███▏ | 812/2500 [07:12<16:05, 1.75it/s] 33%|███▎ | 813/2500 [07:13<16:17, 1.73it/s] 33%|███▎ | 814/2500 [07:13<16:21, 1.72it/s] 33%|███▎ | 815/2500 [07:14<16:13, 1.73it/s] 33%|███▎ | 816/2500 [07:15<16:15, 1.73it/s] 33%|███▎ | 817/2500 [07:15<16:32, 1.70it/s] 33%|███▎ | 818/2500 [07:16<16:37, 1.69it/s] 33%|███▎ | 819/2500 [07:16<16:28, 1.70it/s] 33%|███▎ | 820/2500 [07:17<16:07, 1.74it/s] 33%|███▎ | 821/2500 [07:18<16:13, 1.73it/s] 33%|███▎ | 822/2500 [07:18<16:00, 1.75it/s] 33%|███▎ | 823/2500 [07:19<16:06, 1.74it/s] 33%|███▎ | 824/2500 [07:19<16:04, 1.74it/s] 33%|███▎ | 825/2500 [07:20<16:23, 1.70it/s] 33%|███▎ | 826/2500 [07:20<16:23, 1.70it/s] 33%|███▎ | 827/2500 [07:21<16:20, 1.71it/s] 33%|███▎ | 828/2500 [07:22<16:02, 1.74it/s] 33%|███▎ | 829/2500 [07:22<16:12, 1.72it/s] 33%|███▎ | 830/2500 [07:23<16:07, 1.73it/s] 33%|███▎ | 831/2500 [07:23<16:08, 1.72it/s] 33%|███▎ | 832/2500 [07:24<15:54, 1.75it/s] 33%|███▎ | 833/2500 [07:24<15:56, 1.74it/s] 33%|███▎ | 834/2500 [07:25<15:51, 1.75it/s] 33%|███▎ | 835/2500 [07:26<16:22, 1.69it/s] 33%|███▎ | 836/2500 [07:26<16:11, 1.71it/s] 33%|███▎ | 837/2500 [07:27<16:11, 1.71it/s] 34%|███▎ | 838/2500 [07:27<16:10, 1.71it/s] 34%|███▎ | 839/2500 [07:28<15:57, 1.73it/s] 34%|███▎ | 840/2500 [07:29<15:52, 1.74it/s] 34%|███▎ | 841/2500 [07:29<15:51, 1.74it/s] 34%|███▎ | 842/2500 [07:30<16:09, 1.71it/s] 34%|███▎ | 843/2500 [07:30<16:14, 1.70it/s] 34%|███▍ | 844/2500 [07:31<16:09, 1.71it/s] 34%|███▍ | 845/2500 [07:31<16:09, 1.71it/s] 34%|███▍ | 846/2500 [07:32<15:53, 1.74it/s] 34%|███▍ | 847/2500 [07:33<15:48, 1.74it/s] 34%|███▍ | 848/2500 [07:33<16:03, 1.72it/s] 34%|███▍ | 849/2500 [07:34<16:09, 1.70it/s] 34%|███▍ | 850/2500 [07:34<16:04, 1.71it/s] 34%|███▍ | 851/2500 [07:35<16:06, 1.71it/s] 34%|███▍ | 852/2500 [07:36<15:54, 1.73it/s] 34%|███▍ | 853/2500 [07:36<15:41, 1.75it/s] 34%|███▍ | 854/2500 [07:37<15:59, 1.72it/s] 34%|███▍ | 855/2500 [07:37<16:00, 1.71it/s] 34%|███▍ | 856/2500 [07:38<16:08, 1.70it/s] 34%|███▍ | 857/2500 [07:38<15:58, 1.71it/s] 34%|███▍ | 858/2500 [07:39<15:53, 1.72it/s] 34%|███▍ | 859/2500 [07:40<15:50, 1.73it/s] 34%|███▍ | 860/2500 [07:40<15:53, 1.72it/s] 34%|███▍ | 861/2500 [07:41<15:48, 1.73it/s] 34%|███▍ | 862/2500 [07:41<15:53, 1.72it/s] 35%|███▍ | 863/2500 [07:42<15:48, 1.73it/s] 35%|███▍ | 864/2500 [07:43<15:39, 1.74it/s] 35%|███▍ | 865/2500 [07:43<15:33, 1.75it/s] 35%|███▍ | 866/2500 [07:44<15:49, 1.72it/s] 35%|███▍ | 867/2500 [07:44<15:56, 1.71it/s] 35%|███▍ | 868/2500 [07:45<15:46, 1.72it/s] 35%|███▍ | 869/2500 [07:45<15:44, 1.73it/s] 35%|███▍ | 870/2500 [07:46<15:41, 1.73it/s] 35%|███▍ | 871/2500 [07:47<15:53, 1.71it/s] 35%|███▍ | 872/2500 [07:47<15:52, 1.71it/s] 35%|███▍ | 873/2500 [07:48<15:58, 1.70it/s] 35%|███▍ | 874/2500 [07:48<15:56, 1.70it/s] 35%|███▌ | 875/2500 [07:49<15:53, 1.70it/s] 35%|███▌ | 876/2500 [07:50<15:53, 1.70it/s] 35%|███▌ | 877/2500 [07:50<15:44, 1.72it/s] 35%|███▌ | 878/2500 [07:51<15:55, 1.70it/s] 35%|███▌ | 879/2500 [07:51<15:54, 1.70it/s] 35%|███▌ | 880/2500 [07:52<15:44, 1.72it/s] 35%|███▌ | 881/2500 [07:52<15:44, 1.71it/s] 35%|███▌ | 882/2500 [07:53<15:49, 1.70it/s] 35%|███▌ | 883/2500 [07:54<15:42, 1.72it/s] 35%|███▌ | 884/2500 [07:54<15:50, 1.70it/s] 35%|███▌ | 885/2500 [07:55<15:57, 1.69it/s] 35%|███▌ | 886/2500 [07:55<15:47, 1.70it/s] 35%|███▌ | 887/2500 [07:56<15:43, 1.71it/s] 36%|███▌ | 888/2500 [07:57<15:36, 1.72it/s] 36%|███▌ | 889/2500 [07:57<15:41, 1.71it/s] 36%|███▌ | 890/2500 [07:58<15:31, 1.73it/s] 36%|███▌ | 891/2500 [07:58<15:33, 1.72it/s] 36%|███▌ | 892/2500 [07:59<15:40, 1.71it/s] 36%|███▌ | 893/2500 [07:59<15:36, 1.72it/s] 36%|███▌ | 894/2500 [08:00<15:35, 1.72it/s] 36%|███▌ | 895/2500 [08:01<15:47, 1.69it/s] 36%|███▌ | 896/2500 [08:01<15:41, 1.70it/s] 36%|███▌ | 897/2500 [08:02<15:44, 1.70it/s] 36%|███▌ | 898/2500 [08:02<15:48, 1.69it/s] 36%|███▌ | 899/2500 [08:03<15:59, 1.67it/s] 36%|███▌ | 900/2500 [08:04<15:57, 1.67it/s] 36%|███▌ | 901/2500 [08:04<15:54, 1.67it/s] 36%|███▌ | 902/2500 [08:05<15:51, 1.68it/s] 36%|███▌ | 903/2500 [08:05<15:51, 1.68it/s] 36%|███▌ | 904/2500 [08:06<15:35, 1.71it/s] 36%|███▌ | 905/2500 [08:07<15:37, 1.70it/s] 36%|███▌ | 906/2500 [08:07<15:59, 1.66it/s] 36%|███▋ | 907/2500 [08:08<15:51, 1.67it/s] 36%|███▋ | 908/2500 [08:08<15:47, 1.68it/s] 36%|███▋ | 909/2500 [08:09<15:42, 1.69it/s] 36%|███▋ | 910/2500 [08:10<15:50, 1.67it/s] 36%|███▋ | 911/2500 [08:10<15:36, 1.70it/s] 36%|███▋ | 912/2500 [08:11<15:40, 1.69it/s] 37%|███▋ | 913/2500 [08:11<15:42, 1.68it/s] 37%|███▋ | 914/2500 [08:12<15:46, 1.67it/s] 37%|███▋ | 915/2500 [08:13<15:38, 1.69it/s] 37%|███▋ | 916/2500 [08:13<15:29, 1.71it/s] 37%|███▋ | 917/2500 [08:14<15:33, 1.70it/s] 37%|███▋ | 918/2500 [08:14<15:30, 1.70it/s] 37%|███▋ | 919/2500 [08:15<15:20, 1.72it/s] 37%|███▋ | 920/2500 [08:15<15:13, 1.73it/s] 37%|███▋ | 921/2500 [08:16<15:11, 1.73it/s] 37%|███▋ | 922/2500 [08:17<15:16, 1.72it/s] 37%|███▋ | 923/2500 [08:17<15:22, 1.71it/s] 37%|███▋ | 924/2500 [08:18<15:27, 1.70it/s] 37%|███▋ | 925/2500 [08:18<15:32, 1.69it/s] 37%|███▋ | 926/2500 [08:19<15:44, 1.67it/s] 37%|███▋ | 927/2500 [08:20<15:32, 1.69it/s] 37%|███▋ | 928/2500 [08:20<15:25, 1.70it/s] 37%|███▋ | 929/2500 [08:21<15:30, 1.69it/s] 37%|███▋ | 930/2500 [08:21<15:40, 1.67it/s] 37%|███▋ | 931/2500 [08:22<15:29, 1.69it/s] 37%|███▋ | 932/2500 [08:23<15:23, 1.70it/s] 37%|███▋ | 933/2500 [08:23<15:26, 1.69it/s] 37%|███▋ | 934/2500 [08:24<15:28, 1.69it/s] 37%|███▋ | 935/2500 [08:24<15:21, 1.70it/s] 37%|███▋ | 936/2500 [08:25<15:23, 1.69it/s] 37%|███▋ | 937/2500 [08:25<15:22, 1.69it/s] 38%|███▊ | 938/2500 [08:26<15:10, 1.71it/s] 38%|███▊ | 939/2500 [08:27<15:02, 1.73it/s] 38%|███▊ | 940/2500 [08:27<14:56, 1.74it/s] 38%|███▊ | 941/2500 [08:28<14:59, 1.73it/s] 38%|███▊ | 942/2500 [08:28<15:04, 1.72it/s] 38%|███▊ | 943/2500 [08:29<14:59, 1.73it/s] 38%|███▊ | 944/2500 [08:30<15:06, 1.72it/s] 38%|███▊ | 945/2500 [08:30<14:58, 1.73it/s] 38%|███▊ | 946/2500 [08:31<15:05, 1.72it/s] 38%|███▊ | 947/2500 [08:31<15:04, 1.72it/s] 38%|███▊ | 948/2500 [08:32<14:59, 1.73it/s] 38%|███▊ | 949/2500 [08:32<15:11, 1.70it/s] 38%|███▊ | 950/2500 [08:33<15:02, 1.72it/s] 38%|███▊ | 951/2500 [08:34<14:56, 1.73it/s] 38%|███▊ | 952/2500 [08:34<14:53, 1.73it/s] 38%|███▊ | 953/2500 [08:35<14:56, 1.73it/s] 38%|███▊ | 954/2500 [08:35<14:59, 1.72it/s] 38%|███▊ | 955/2500 [08:36<14:59, 1.72it/s] 38%|███▊ | 956/2500 [08:37<15:01, 1.71it/s] 38%|███▊ | 957/2500 [08:37<15:11, 1.69it/s] 38%|███▊ | 958/2500 [08:38<15:19, 1.68it/s] 38%|███▊ | 959/2500 [08:38<15:14, 1.69it/s] 38%|███▊ | 960/2500 [08:39<15:07, 1.70it/s] 38%|███▊ | 961/2500 [08:39<15:09, 1.69it/s] 38%|███▊ | 962/2500 [08:40<14:56, 1.72it/s] 39%|███▊ | 963/2500 [08:41<15:09, 1.69it/s] 39%|███▊ | 964/2500 [08:41<15:13, 1.68it/s] 39%|███▊ | 965/2500 [08:42<15:01, 1.70it/s] 39%|███▊ | 966/2500 [08:42<15:09, 1.69it/s] 39%|███▊ | 967/2500 [08:43<15:04, 1.69it/s] 39%|███▊ | 968/2500 [08:44<14:56, 1.71it/s] 39%|███▉ | 969/2500 [08:44<14:51, 1.72it/s] 39%|███▉ | 970/2500 [08:45<14:53, 1.71it/s] 39%|███▉ | 971/2500 [08:45<14:54, 1.71it/s] 39%|███▉ | 972/2500 [08:46<14:50, 1.72it/s] 39%|███▉ | 973/2500 [08:47<15:24, 1.65it/s] 39%|███▉ | 974/2500 [08:47<15:12, 1.67it/s] 39%|███▉ | 975/2500 [08:48<15:24, 1.65it/s] 39%|███▉ | 976/2500 [08:48<15:14, 1.67it/s] 39%|███▉ | 977/2500 [08:49<15:21, 1.65it/s] 39%|███▉ | 978/2500 [08:50<15:15, 1.66it/s] 39%|███▉ | 979/2500 [08:50<15:04, 1.68it/s] 39%|███▉ | 980/2500 [08:51<14:55, 1.70it/s] 39%|███▉ | 981/2500 [08:51<15:00, 1.69it/s] 39%|███▉ | 982/2500 [08:52<14:52, 1.70it/s] 39%|███▉ | 983/2500 [08:53<14:59, 1.69it/s] 39%|███▉ | 984/2500 [08:53<14:57, 1.69it/s] 39%|███▉ | 985/2500 [08:54<15:02, 1.68it/s] 39%|███▉ | 986/2500 [08:54<14:55, 1.69it/s] 39%|███▉ | 987/2500 [08:55<14:49, 1.70it/s] 40%|███▉ | 988/2500 [08:55<14:56, 1.69it/s] 40%|███▉ | 989/2500 [08:56<14:42, 1.71it/s] 40%|███▉ | 990/2500 [08:57<14:49, 1.70it/s] 40%|███▉ | 991/2500 [08:57<14:53, 1.69it/s] 40%|███▉ | 992/2500 [08:58<14:47, 1.70it/s] 40%|███▉ | 993/2500 [08:58<14:50, 1.69it/s] 40%|███▉ | 994/2500 [08:59<15:04, 1.66it/s] 40%|███▉ | 995/2500 [09:00<15:11, 1.65it/s] 40%|███▉ | 996/2500 [09:00<15:01, 1.67it/s] 40%|███▉ | 997/2500 [09:01<15:00, 1.67it/s] 40%|███▉ | 998/2500 [09:01<14:57, 1.67it/s] 40%|███▉ | 999/2500 [09:02<15:01, 1.66it/s] 40%|████ | 1000/2500 [09:03<14:49, 1.69it/s] 40%|████ | 1001/2500 [09:03<14:52, 1.68it/s] 40%|████ | 1002/2500 [09:04<15:01, 1.66it/s] 40%|████ | 1003/2500 [09:04<14:59, 1.66it/s] 40%|████ | 1004/2500 [09:05<14:55, 1.67it/s] 40%|████ | 1005/2500 [09:06<14:54, 1.67it/s] 40%|████ | 1006/2500 [09:06<14:43, 1.69it/s] 40%|████ | 1007/2500 [09:07<14:48, 1.68it/s] 40%|████ | 1008/2500 [09:07<14:49, 1.68it/s] 40%|████ | 1009/2500 [09:08<14:59, 1.66it/s] 40%|████ | 1010/2500 [09:09<14:43, 1.69it/s] 40%|████ | 1011/2500 [09:09<14:43, 1.69it/s] 40%|████ | 1012/2500 [09:10<14:48, 1.68it/s] 41%|████ | 1013/2500 [09:10<14:57, 1.66it/s] 41%|████ | 1014/2500 [09:11<15:15, 1.62it/s] 41%|████ | 1015/2500 [09:12<15:08, 1.63it/s] 41%|████ | 1016/2500 [09:12<15:01, 1.65it/s] 41%|████ | 1017/2500 [09:13<15:00, 1.65it/s] 41%|████ | 1018/2500 [09:13<14:47, 1.67it/s] 41%|████ | 1019/2500 [09:14<14:37, 1.69it/s] 41%|████ | 1020/2500 [09:15<14:37, 1.69it/s] 41%|████ | 1021/2500 [09:15<14:41, 1.68it/s] 41%|████ | 1022/2500 [09:16<14:38, 1.68it/s] 41%|████ | 1023/2500 [09:16<14:41, 1.68it/s] 41%|████ | 1024/2500 [09:17<14:49, 1.66it/s] 41%|████ | 1025/2500 [09:18<14:44, 1.67it/s] 41%|████ | 1026/2500 [09:18<14:38, 1.68it/s] 41%|████ | 1027/2500 [09:19<14:48, 1.66it/s] 41%|████ | 1028/2500 [09:19<14:45, 1.66it/s] 41%|████ | 1029/2500 [09:20<14:42, 1.67it/s] 41%|████ | 1030/2500 [09:21<14:27, 1.69it/s] 41%|████ | 1031/2500 [09:21<14:27, 1.69it/s] 41%|████▏ | 1032/2500 [09:22<14:32, 1.68it/s] 41%|████▏ | 1033/2500 [09:22<14:40, 1.67it/s] 41%|████▏ | 1034/2500 [09:23<14:41, 1.66it/s] 41%|████▏ | 1035/2500 [09:24<14:35, 1.67it/s] 41%|████▏ | 1036/2500 [09:24<14:32, 1.68it/s] 41%|████▏ | 1037/2500 [09:25<14:27, 1.69it/s] 42%|████▏ | 1038/2500 [09:25<14:36, 1.67it/s] 42%|████▏ | 1039/2500 [09:26<14:28, 1.68it/s] 42%|████▏ | 1040/2500 [09:27<14:40, 1.66it/s] 42%|████▏ | 1041/2500 [09:27<14:36, 1.66it/s] 42%|████▏ | 1042/2500 [09:28<14:36, 1.66it/s] 42%|████▏ | 1043/2500 [09:28<14:44, 1.65it/s] 42%|████▏ | 1044/2500 [09:29<14:56, 1.62it/s] 42%|████▏ | 1045/2500 [09:30<14:54, 1.63it/s] 42%|████▏ | 1046/2500 [09:30<14:49, 1.63it/s] 42%|████▏ | 1047/2500 [09:31<14:52, 1.63it/s] 42%|████▏ | 1048/2500 [09:31<14:34, 1.66it/s] 42%|████▏ | 1049/2500 [09:32<14:30, 1.67it/s] 42%|████▏ | 1050/2500 [09:33<14:27, 1.67it/s] 42%|████▏ | 1051/2500 [09:33<14:39, 1.65it/s] 42%|████▏ | 1052/2500 [09:34<14:38, 1.65it/s] 42%|████▏ | 1053/2500 [09:34<14:45, 1.63it/s] 42%|████▏ | 1054/2500 [09:35<14:39, 1.64it/s] 42%|████▏ | 1055/2500 [09:36<14:27, 1.67it/s] 42%|████▏ | 1056/2500 [09:36<14:31, 1.66it/s] 42%|████▏ | 1057/2500 [09:37<14:35, 1.65it/s] 42%|████▏ | 1058/2500 [09:38<16:19, 1.47it/s] 42%|████▏ | 1059/2500 [09:38<15:45, 1.52it/s] 42%|████▏ | 1060/2500 [09:39<15:19, 1.57it/s] 42%|████▏ | 1061/2500 [09:40<15:20, 1.56it/s] 42%|████▏ | 1062/2500 [09:40<14:58, 1.60it/s] 43%|████▎ | 1063/2500 [09:41<14:52, 1.61it/s] 43%|████▎ | 1064/2500 [09:41<14:38, 1.63it/s] 43%|████▎ | 1065/2500 [09:42<14:40, 1.63it/s] 43%|████▎ | 1066/2500 [09:43<14:30, 1.65it/s] 43%|████▎ | 1067/2500 [09:43<14:20, 1.67it/s] 43%|████▎ | 1068/2500 [09:44<14:21, 1.66it/s] 43%|████▎ | 1069/2500 [09:44<14:16, 1.67it/s] 43%|████▎ | 1070/2500 [09:45<14:17, 1.67it/s] 43%|████▎ | 1071/2500 [09:46<14:23, 1.65it/s] 43%|████▎ | 1072/2500 [09:46<14:14, 1.67it/s] 43%|████▎ | 1073/2500 [09:47<14:24, 1.65it/s] 43%|████▎ | 1074/2500 [09:47<14:32, 1.63it/s] 43%|████▎ | 1075/2500 [09:48<14:30, 1.64it/s] 43%|████▎ | 1076/2500 [09:49<14:27, 1.64it/s] 43%|████▎ | 1077/2500 [09:49<14:34, 1.63it/s] 43%|████▎ | 1078/2500 [09:50<14:23, 1.65it/s] 43%|████▎ | 1079/2500 [09:50<14:19, 1.65it/s] 43%|████▎ | 1080/2500 [09:51<14:51, 1.59it/s] 43%|████▎ | 1081/2500 [09:52<15:03, 1.57it/s] 43%|████▎ | 1082/2500 [09:52<14:52, 1.59it/s] 43%|████▎ | 1083/2500 [09:53<14:46, 1.60it/s] 43%|████▎ | 1084/2500 [09:54<15:00, 1.57it/s] 43%|████▎ | 1085/2500 [09:54<14:51, 1.59it/s] 43%|████▎ | 1086/2500 [09:55<14:43, 1.60it/s] 43%|████▎ | 1087/2500 [09:56<14:40, 1.61it/s] 44%|████▎ | 1088/2500 [09:56<15:37, 1.51it/s] 44%|████▎ | 1089/2500 [09:57<16:41, 1.41it/s] 44%|████▎ | 1090/2500 [09:58<16:11, 1.45it/s] 44%|████▎ | 1091/2500 [09:58<15:37, 1.50it/s] 44%|████▎ | 1092/2500 [09:59<15:09, 1.55it/s] 44%|████▎ | 1093/2500 [10:00<15:00, 1.56it/s] 44%|████▍ | 1094/2500 [10:00<14:41, 1.59it/s] 44%|████▍ | 1095/2500 [10:01<14:49, 1.58it/s] 44%|████▍ | 1096/2500 [10:01<14:52, 1.57it/s] 44%|████▍ | 1097/2500 [10:02<14:33, 1.61it/s] 44%|████▍ | 1098/2500 [10:03<14:27, 1.62it/s] 44%|████▍ | 1099/2500 [10:03<14:25, 1.62it/s] 44%|████▍ | 1100/2500 [10:04<15:03, 1.55it/s] 44%|████▍ | 1101/2500 [10:05<15:43, 1.48it/s] 44%|████▍ | 1102/2500 [10:05<15:56, 1.46it/s] 44%|████▍ | 1103/2500 [10:06<16:13, 1.44it/s] 44%|████▍ | 1104/2500 [10:07<15:44, 1.48it/s] 44%|████▍ | 1105/2500 [10:07<15:23, 1.51it/s] 44%|████▍ | 1106/2500 [10:08<15:12, 1.53it/s] 44%|████▍ | 1107/2500 [10:09<14:59, 1.55it/s] 44%|████▍ | 1108/2500 [10:09<15:07, 1.53it/s] 44%|████▍ | 1109/2500 [10:10<14:45, 1.57it/s] 44%|████▍ | 1110/2500 [10:11<14:34, 1.59it/s] 44%|████▍ | 1111/2500 [10:11<14:28, 1.60it/s] 44%|████▍ | 1112/2500 [10:12<14:28, 1.60it/s] 45%|████▍ | 1113/2500 [10:12<14:32, 1.59it/s] 45%|████▍ | 1114/2500 [10:13<14:17, 1.62it/s] 45%|████▍ | 1115/2500 [10:14<14:14, 1.62it/s] 45%|████▍ | 1116/2500 [10:14<14:14, 1.62it/s] 45%|████▍ | 1117/2500 [10:15<15:08, 1.52it/s] 45%|████▍ | 1118/2500 [10:16<14:56, 1.54it/s] 45%|████▍ | 1119/2500 [10:16<15:02, 1.53it/s] 45%|████▍ | 1120/2500 [10:17<15:46, 1.46it/s] 45%|████▍ | 1121/2500 [10:18<15:24, 1.49it/s] 45%|████▍ | 1122/2500 [10:18<15:07, 1.52it/s] 45%|████▍ | 1123/2500 [10:19<15:07, 1.52it/s] 45%|████▍ | 1124/2500 [10:20<14:55, 1.54it/s] 45%|████▌ | 1125/2500 [10:20<15:05, 1.52it/s] 45%|████▌ | 1126/2500 [10:21<15:03, 1.52it/s] 45%|████▌ | 1127/2500 [10:22<14:52, 1.54it/s] 45%|████▌ | 1128/2500 [10:22<14:47, 1.55it/s] 45%|████▌ | 1129/2500 [10:23<14:51, 1.54it/s] 45%|████▌ | 1130/2500 [10:24<14:43, 1.55it/s] 45%|████▌ | 1131/2500 [10:24<15:14, 1.50it/s] 45%|████▌ | 1132/2500 [10:25<15:26, 1.48it/s] 45%|████▌ | 1133/2500 [10:26<15:23, 1.48it/s] 45%|████▌ | 1134/2500 [10:26<15:52, 1.43it/s] 45%|████▌ | 1135/2500 [10:27<15:21, 1.48it/s] 45%|████▌ | 1136/2500 [10:28<15:07, 1.50it/s] 45%|████▌ | 1137/2500 [10:28<15:02, 1.51it/s] 46%|████▌ | 1138/2500 [10:29<14:51, 1.53it/s] 46%|████▌ | 1139/2500 [10:30<14:44, 1.54it/s] 46%|████▌ | 1140/2500 [10:30<15:08, 1.50it/s] 46%|████▌ | 1141/2500 [10:31<14:53, 1.52it/s] 46%|████▌ | 1142/2500 [10:32<14:54, 1.52it/s] 46%|████▌ | 1143/2500 [10:32<14:53, 1.52it/s] 46%|████▌ | 1144/2500 [10:33<15:09, 1.49it/s] 46%|████▌ | 1145/2500 [10:34<14:55, 1.51it/s] 46%|████▌ | 1146/2500 [10:34<14:39, 1.54it/s] 46%|████▌ | 1147/2500 [10:35<14:49, 1.52it/s] 46%|████▌ | 1148/2500 [10:35<14:28, 1.56it/s] 46%|████▌ | 1149/2500 [10:36<14:18, 1.57it/s] 46%|████▌ | 1150/2500 [10:37<14:53, 1.51it/s] 46%|████▌ | 1151/2500 [10:38<15:24, 1.46it/s] 46%|████▌ | 1152/2500 [10:38<15:13, 1.48it/s] 46%|████▌ | 1153/2500 [10:39<14:48, 1.52it/s] 46%|████▌ | 1154/2500 [10:40<14:54, 1.50it/s] 46%|████▌ | 1155/2500 [10:40<14:50, 1.51it/s] 46%|████▌ | 1156/2500 [10:41<15:18, 1.46it/s] 46%|████▋ | 1157/2500 [10:42<15:30, 1.44it/s] 46%|████▋ | 1158/2500 [10:42<14:54, 1.50it/s] 46%|████▋ | 1159/2500 [10:43<14:46, 1.51it/s] 46%|████▋ | 1160/2500 [10:43<14:21, 1.56it/s] 46%|████▋ | 1161/2500 [10:44<14:07, 1.58it/s] 46%|████▋ | 1162/2500 [10:45<14:03, 1.59it/s] 47%|████▋ | 1163/2500 [10:45<14:10, 1.57it/s] 47%|████▋ | 1164/2500 [10:46<13:56, 1.60it/s] 47%|████▋ | 1165/2500 [10:47<13:58, 1.59it/s] 47%|████▋ | 1166/2500 [10:47<13:55, 1.60it/s] 47%|████▋ | 1167/2500 [10:48<13:59, 1.59it/s] 47%|████▋ | 1168/2500 [10:49<14:16, 1.56it/s] 47%|████▋ | 1169/2500 [10:49<14:17, 1.55it/s] 47%|████▋ | 1170/2500 [10:50<14:16, 1.55it/s] 47%|████▋ | 1171/2500 [10:50<13:59, 1.58it/s] 47%|████▋ | 1172/2500 [10:51<13:58, 1.58it/s] 47%|████▋ | 1173/2500 [10:52<14:10, 1.56it/s] 47%|████▋ | 1174/2500 [10:52<14:06, 1.57it/s] 47%|████▋ | 1175/2500 [10:53<13:49, 1.60it/s] 47%|████▋ | 1176/2500 [10:54<13:41, 1.61it/s] 47%|████▋ | 1177/2500 [10:54<13:37, 1.62it/s] 47%|████▋ | 1178/2500 [10:55<13:37, 1.62it/s] 47%|████▋ | 1179/2500 [10:55<13:40, 1.61it/s] 47%|████▋ | 1180/2500 [10:56<13:34, 1.62it/s] 47%|████▋ | 1181/2500 [10:57<13:33, 1.62it/s] 47%|████▋ | 1182/2500 [10:57<13:39, 1.61it/s] 47%|████▋ | 1183/2500 [10:58<13:30, 1.63it/s] 47%|████▋ | 1184/2500 [10:59<13:36, 1.61it/s] 47%|████▋ | 1185/2500 [10:59<13:44, 1.60it/s] 47%|████▋ | 1186/2500 [11:00<13:55, 1.57it/s] 47%|████▋ | 1187/2500 [11:00<14:05, 1.55it/s] 48%|████▊ | 1188/2500 [11:01<14:33, 1.50it/s] 48%|████▊ | 1189/2500 [11:02<14:42, 1.48it/s] 48%|████▊ | 1190/2500 [11:03<14:27, 1.51it/s] 48%|████▊ | 1191/2500 [11:03<14:18, 1.53it/s] 48%|████▊ | 1192/2500 [11:04<14:07, 1.54it/s] 48%|████▊ | 1193/2500 [11:04<13:59, 1.56it/s] 48%|████▊ | 1194/2500 [11:05<13:53, 1.57it/s] 48%|████▊ | 1195/2500 [11:06<14:02, 1.55it/s] 48%|████▊ | 1196/2500 [11:06<14:12, 1.53it/s] 48%|████▊ | 1197/2500 [11:07<14:18, 1.52it/s] 48%|████▊ | 1198/2500 [11:08<13:58, 1.55it/s] 48%|████▊ | 1199/2500 [11:08<13:52, 1.56it/s] 48%|████▊ | 1200/2500 [11:09<13:42, 1.58it/s] 48%|████▊ | 1201/2500 [11:10<13:40, 1.58it/s] 48%|████▊ | 1202/2500 [11:10<13:41, 1.58it/s] 48%|████▊ | 1203/2500 [11:11<13:47, 1.57it/s] 48%|████▊ | 1204/2500 [11:11<13:51, 1.56it/s] 48%|████▊ | 1205/2500 [11:12<13:51, 1.56it/s] 48%|████▊ | 1206/2500 [11:13<13:48, 1.56it/s] 48%|████▊ | 1207/2500 [11:13<13:55, 1.55it/s] 48%|████▊ | 1208/2500 [11:14<14:04, 1.53it/s] 48%|████▊ | 1209/2500 [11:15<14:31, 1.48it/s] 48%|████▊ | 1210/2500 [11:15<14:24, 1.49it/s] 48%|████▊ | 1211/2500 [11:16<14:13, 1.51it/s] 48%|████▊ | 1212/2500 [11:17<14:00, 1.53it/s] 49%|████▊ | 1213/2500 [11:17<14:06, 1.52it/s] 49%|████▊ | 1214/2500 [11:18<13:59, 1.53it/s] 49%|████▊ | 1215/2500 [11:19<14:21, 1.49it/s] 49%|████▊ | 1216/2500 [11:19<14:16, 1.50it/s] 49%|████▊ | 1217/2500 [11:20<14:05, 1.52it/s] 49%|████▊ | 1218/2500 [11:21<14:05, 1.52it/s] 49%|████▉ | 1219/2500 [11:22<15:10, 1.41it/s] 49%|████▉ | 1220/2500 [11:22<15:08, 1.41it/s] 49%|████▉ | 1221/2500 [11:23<14:45, 1.44it/s] 49%|████▉ | 1222/2500 [11:24<14:18, 1.49it/s] 49%|████▉ | 1223/2500 [11:24<14:07, 1.51it/s] 49%|████▉ | 1224/2500 [11:25<14:00, 1.52it/s] 49%|████▉ | 1225/2500 [11:25<13:48, 1.54it/s] 49%|████▉ | 1226/2500 [11:26<13:59, 1.52it/s] 49%|████▉ | 1227/2500 [11:27<13:56, 1.52it/s] 49%|████▉ | 1228/2500 [11:27<14:05, 1.50it/s] 49%|████▉ | 1229/2500 [11:28<14:17, 1.48it/s] 49%|████▉ | 1230/2500 [11:29<13:57, 1.52it/s] 49%|████▉ | 1231/2500 [11:29<13:46, 1.54it/s] 49%|████▉ | 1232/2500 [11:30<13:33, 1.56it/s] 49%|████▉ | 1233/2500 [11:31<13:42, 1.54it/s] 49%|████▉ | 1234/2500 [11:31<13:38, 1.55it/s] 49%|████▉ | 1235/2500 [11:32<13:26, 1.57it/s] 49%|████▉ | 1236/2500 [11:33<13:23, 1.57it/s] 49%|████▉ | 1237/2500 [11:33<13:12, 1.59it/s] 50%|████▉ | 1238/2500 [11:34<13:11, 1.60it/s] 50%|████▉ | 1239/2500 [11:34<13:15, 1.59it/s] 50%|████▉ | 1240/2500 [11:35<13:07, 1.60it/s] 50%|████▉ | 1241/2500 [11:36<13:23, 1.57it/s] 50%|████▉ | 1242/2500 [11:36<13:20, 1.57it/s] 50%|████▉ | 1243/2500 [11:37<13:22, 1.57it/s] 50%|████▉ | 1244/2500 [11:38<13:19, 1.57it/s] 50%|████▉ | 1245/2500 [11:38<13:28, 1.55it/s] 50%|████▉ | 1246/2500 [11:39<13:20, 1.57it/s] 50%|████▉ | 1247/2500 [11:40<13:17, 1.57it/s] 50%|████▉ | 1248/2500 [11:40<13:21, 1.56it/s] 50%|████▉ | 1249/2500 [11:41<13:18, 1.57it/s] 50%|█████ | 1250/2500 [11:41<13:18, 1.57it/s] 50%|█████ | 1251/2500 [11:42<13:14, 1.57it/s] 50%|█████ | 1252/2500 [11:43<13:28, 1.54it/s] 50%|█████ | 1253/2500 [11:43<13:43, 1.51it/s] 50%|█████ | 1254/2500 [11:44<13:44, 1.51it/s] 50%|█████ | 1255/2500 [11:45<13:53, 1.49it/s] 50%|█████ | 1256/2500 [11:45<13:33, 1.53it/s] 50%|█████ | 1257/2500 [11:46<14:11, 1.46it/s] 50%|█████ | 1258/2500 [11:47<14:06, 1.47it/s] 50%|█████ | 1259/2500 [11:48<13:59, 1.48it/s] 50%|█████ | 1260/2500 [11:48<13:51, 1.49it/s] 50%|█████ | 1261/2500 [11:49<13:56, 1.48it/s] 50%|█████ | 1262/2500 [11:50<13:40, 1.51it/s] 51%|█████ | 1263/2500 [11:50<13:24, 1.54it/s] 51%|█████ | 1264/2500 [11:51<13:14, 1.56it/s] 51%|█████ | 1265/2500 [11:51<13:18, 1.55it/s] 51%|█████ | 1266/2500 [11:52<13:09, 1.56it/s] 51%|█████ | 1267/2500 [11:53<13:10, 1.56it/s] 51%|█████ | 1268/2500 [11:53<13:14, 1.55it/s] 51%|█████ | 1269/2500 [11:54<13:05, 1.57it/s] 51%|█████ | 1270/2500 [11:55<13:09, 1.56it/s] 51%|█████ | 1271/2500 [11:55<13:16, 1.54it/s] 51%|█████ | 1272/2500 [11:56<13:25, 1.52it/s] 51%|█████ | 1273/2500 [11:57<13:18, 1.54it/s] 51%|█████ | 1274/2500 [11:57<13:18, 1.53it/s] 51%|█████ | 1275/2500 [11:58<13:13, 1.54it/s] 51%|█████ | 1276/2500 [11:59<13:06, 1.56it/s] 51%|█████ | 1277/2500 [11:59<13:04, 1.56it/s] 51%|█████ | 1278/2500 [12:00<13:03, 1.56it/s] 51%|█████ | 1279/2500 [12:01<13:26, 1.51it/s] 51%|█████ | 1280/2500 [12:01<13:21, 1.52it/s] 51%|█████ | 1281/2500 [12:02<13:34, 1.50it/s] 51%|█████▏ | 1282/2500 [12:03<13:30, 1.50it/s] 51%|█████▏ | 1283/2500 [12:03<13:21, 1.52it/s] 51%|█████▏ | 1284/2500 [12:04<13:18, 1.52it/s] 51%|█████▏ | 1285/2500 [12:05<13:46, 1.47it/s] 51%|█████▏ | 1286/2500 [12:05<13:54, 1.45it/s] 51%|█████▏ | 1287/2500 [12:06<14:39, 1.38it/s] 52%|█████▏ | 1288/2500 [12:07<14:18, 1.41it/s] 52%|█████▏ | 1289/2500 [12:07<13:58, 1.44it/s] 52%|█████▏ | 1290/2500 [12:08<13:54, 1.45it/s] 52%|█████▏ | 1291/2500 [12:09<13:44, 1.47it/s] 52%|█████▏ | 1292/2500 [12:09<13:44, 1.46it/s] 52%|█████▏ | 1293/2500 [12:10<13:22, 1.50it/s] 52%|█████▏ | 1294/2500 [12:11<13:31, 1.49it/s] 52%|█████▏ | 1295/2500 [12:11<13:26, 1.49it/s] 52%|█████▏ | 1296/2500 [12:12<13:07, 1.53it/s] 52%|█████▏ | 1297/2500 [12:13<13:05, 1.53it/s] 52%|█████▏ | 1298/2500 [12:13<13:02, 1.54it/s] 52%|█████▏ | 1299/2500 [12:14<13:01, 1.54it/s] 52%|█████▏ | 1300/2500 [12:15<12:55, 1.55it/s] 52%|█████▏ | 1301/2500 [12:15<13:10, 1.52it/s] 52%|█████▏ | 1302/2500 [12:16<13:13, 1.51it/s] 52%|█████▏ | 1303/2500 [12:17<13:07, 1.52it/s] 52%|█████▏ | 1304/2500 [12:17<12:59, 1.53it/s] 52%|█████▏ | 1305/2500 [12:18<13:09, 1.51it/s] 52%|█████▏ | 1306/2500 [12:19<13:34, 1.47it/s] 52%|█████▏ | 1307/2500 [12:19<13:15, 1.50it/s] 52%|█████▏ | 1308/2500 [12:20<13:12, 1.50it/s] 52%|█████▏ | 1309/2500 [12:21<13:34, 1.46it/s] 52%|█████▏ | 1310/2500 [12:21<13:19, 1.49it/s] 52%|█████▏ | 1311/2500 [12:22<13:02, 1.52it/s] 52%|█████▏ | 1312/2500 [12:23<12:58, 1.53it/s] 53%|█████▎ | 1313/2500 [12:23<13:00, 1.52it/s] 53%|█████▎ | 1314/2500 [12:24<13:23, 1.48it/s] 53%|█████▎ | 1315/2500 [12:25<13:06, 1.51it/s] 53%|█████▎ | 1316/2500 [12:25<12:49, 1.54it/s] 53%|█████▎ | 1317/2500 [12:26<12:54, 1.53it/s] 53%|█████▎ | 1318/2500 [12:27<12:43, 1.55it/s] 53%|█████▎ | 1319/2500 [12:27<12:39, 1.55it/s] 53%|█████▎ | 1320/2500 [12:28<12:37, 1.56it/s] 53%|█████▎ | 1321/2500 [12:28<12:35, 1.56it/s] 53%|█████▎ | 1322/2500 [12:29<12:33, 1.56it/s] 53%|█████▎ | 1323/2500 [12:30<12:36, 1.56it/s] 53%|█████▎ | 1324/2500 [12:30<12:37, 1.55it/s] 53%|█████▎ | 1325/2500 [12:31<12:38, 1.55it/s] 53%|█████▎ | 1326/2500 [12:32<12:33, 1.56it/s] 53%|█████▎ | 1327/2500 [12:32<12:30, 1.56it/s] 53%|█████▎ | 1328/2500 [12:33<12:46, 1.53it/s] 53%|█████▎ | 1329/2500 [12:34<12:36, 1.55it/s] 53%|█████▎ | 1330/2500 [12:34<12:21, 1.58it/s] 53%|█████▎ | 1331/2500 [12:35<12:32, 1.55it/s] 53%|█████▎ | 1332/2500 [12:35<12:24, 1.57it/s] 53%|█████▎ | 1333/2500 [12:36<12:18, 1.58it/s] 53%|█████▎ | 1334/2500 [12:37<12:13, 1.59it/s] 53%|█████▎ | 1335/2500 [12:37<12:17, 1.58it/s] 53%|█████▎ | 1336/2500 [12:38<12:06, 1.60it/s] 53%|█████▎ | 1337/2500 [12:39<12:09, 1.59it/s] 54%|█████▎ | 1338/2500 [12:39<12:02, 1.61it/s] 54%|█████▎ | 1339/2500 [12:40<12:21, 1.57it/s] 54%|█████▎ | 1340/2500 [12:41<12:12, 1.58it/s] 54%|█████▎ | 1341/2500 [12:41<12:17, 1.57it/s] 54%|█████▎ | 1342/2500 [12:42<12:11, 1.58it/s] 54%|█████▎ | 1343/2500 [12:42<12:17, 1.57it/s] 54%|█████▍ | 1344/2500 [12:43<12:11, 1.58it/s] 54%|█████▍ | 1345/2500 [12:44<12:15, 1.57it/s] 54%|█████▍ | 1346/2500 [12:44<12:21, 1.56it/s] 54%|█████▍ | 1347/2500 [12:45<12:21, 1.56it/s] 54%|█████▍ | 1348/2500 [12:46<12:21, 1.55it/s] 54%|█████▍ | 1349/2500 [12:46<12:46, 1.50it/s] 54%|█████▍ | 1350/2500 [12:47<12:39, 1.51it/s] 54%|█████▍ | 1351/2500 [12:48<12:38, 1.52it/s] 54%|█████▍ | 1352/2500 [12:48<12:33, 1.52it/s] 54%|█████▍ | 1353/2500 [12:49<12:34, 1.52it/s] 54%|█████▍ | 1354/2500 [12:50<12:26, 1.54it/s] 54%|█████▍ | 1355/2500 [12:50<12:45, 1.50it/s] 54%|█████▍ | 1356/2500 [12:51<12:36, 1.51it/s] 54%|█████▍ | 1357/2500 [12:52<12:27, 1.53it/s] 54%|█████▍ | 1358/2500 [12:52<12:29, 1.52it/s] 54%|█████▍ | 1359/2500 [12:53<12:22, 1.54it/s] 54%|█████▍ | 1360/2500 [12:54<12:15, 1.55it/s] 54%|█████▍ | 1361/2500 [12:54<12:27, 1.52it/s] 54%|█████▍ | 1362/2500 [12:55<12:23, 1.53it/s] 55%|█████▍ | 1363/2500 [12:56<12:21, 1.53it/s] 55%|█████▍ | 1364/2500 [12:56<12:26, 1.52it/s] 55%|█████▍ | 1365/2500 [12:57<12:19, 1.53it/s] 55%|█████▍ | 1366/2500 [12:57<12:10, 1.55it/s] 55%|█████▍ | 1367/2500 [12:58<12:09, 1.55it/s] 55%|█████▍ | 1368/2500 [12:59<12:06, 1.56it/s] 55%|█████▍ | 1369/2500 [12:59<12:17, 1.53it/s] 55%|█████▍ | 1370/2500 [13:00<12:00, 1.57it/s] 55%|█████▍ | 1371/2500 [13:01<12:08, 1.55it/s] 55%|█████▍ | 1372/2500 [13:01<12:05, 1.55it/s] 55%|█████▍ | 1373/2500 [13:02<12:07, 1.55it/s] 55%|█████▍ | 1374/2500 [13:03<11:56, 1.57it/s] 55%|█████▌ | 1375/2500 [13:03<11:57, 1.57it/s] 55%|█████▌ | 1376/2500 [13:04<12:00, 1.56it/s] 55%|█████▌ | 1377/2500 [13:05<12:01, 1.56it/s] 55%|█████▌ | 1378/2500 [13:05<11:52, 1.58it/s] 55%|█████▌ | 1379/2500 [13:06<11:56, 1.56it/s] 55%|█████▌ | 1380/2500 [13:06<12:02, 1.55it/s] 55%|█████▌ | 1381/2500 [13:07<12:11, 1.53it/s] 55%|█████▌ | 1382/2500 [13:08<12:14, 1.52it/s] 55%|█████▌ | 1383/2500 [13:08<12:02, 1.55it/s] 55%|█████▌ | 1384/2500 [13:09<11:58, 1.55it/s] 55%|█████▌ | 1385/2500 [13:10<11:57, 1.55it/s] 55%|█████▌ | 1386/2500 [13:10<12:04, 1.54it/s] 55%|█████▌ | 1387/2500 [13:11<12:19, 1.51it/s] 56%|█████▌ | 1388/2500 [13:12<12:06, 1.53it/s] 56%|█████▌ | 1389/2500 [13:12<11:59, 1.54it/s] 56%|█████▌ | 1390/2500 [13:13<12:03, 1.53it/s] 56%|█████▌ | 1391/2500 [13:14<11:59, 1.54it/s] 56%|█████▌ | 1392/2500 [13:14<11:56, 1.55it/s] 56%|█████▌ | 1393/2500 [13:15<12:00, 1.54it/s] 56%|█████▌ | 1394/2500 [13:16<11:56, 1.54it/s] 56%|█████▌ | 1395/2500 [13:16<11:55, 1.54it/s] 56%|█████▌ | 1396/2500 [13:17<11:56, 1.54it/s] 56%|█████▌ | 1397/2500 [13:17<11:54, 1.54it/s] 56%|█████▌ | 1398/2500 [13:18<13:17, 1.38it/s] 56%|█████▌ | 1399/2500 [13:19<12:52, 1.43it/s] 56%|█████▌ | 1400/2500 [13:20<12:36, 1.45it/s] 56%|█████▌ | 1401/2500 [13:20<12:29, 1.47it/s] 56%|█████▌ | 1402/2500 [13:21<12:10, 1.50it/s] 56%|█████▌ | 1403/2500 [13:22<12:07, 1.51it/s] 56%|█████▌ | 1404/2500 [13:22<11:54, 1.53it/s] 56%|█████▌ | 1405/2500 [13:23<11:49, 1.54it/s] 56%|█████▌ | 1406/2500 [13:24<11:40, 1.56it/s] 56%|█████▋ | 1407/2500 [13:24<11:35, 1.57it/s] 56%|█████▋ | 1408/2500 [13:25<11:43, 1.55it/s] 56%|█████▋ | 1409/2500 [13:25<11:48, 1.54it/s] 56%|█████▋ | 1410/2500 [13:26<11:36, 1.56it/s] 56%|█████▋ | 1411/2500 [13:27<11:36, 1.56it/s] 56%|█████▋ | 1412/2500 [13:27<11:35, 1.56it/s] 57%|█████▋ | 1413/2500 [13:28<11:37, 1.56it/s] 57%|█████▋ | 1414/2500 [13:29<11:34, 1.56it/s] 57%|█████▋ | 1415/2500 [13:29<11:57, 1.51it/s] 57%|█████▋ | 1416/2500 [13:30<11:43, 1.54it/s] 57%|█████▋ | 1417/2500 [13:31<11:44, 1.54it/s] 57%|█████▋ | 1418/2500 [13:31<11:39, 1.55it/s] 57%|█████▋ | 1419/2500 [13:32<11:38, 1.55it/s] 57%|█████▋ | 1420/2500 [13:33<11:42, 1.54it/s] 57%|█████▋ | 1421/2500 [13:33<11:48, 1.52it/s] 57%|█████▋ | 1422/2500 [13:34<12:18, 1.46it/s] 57%|█████▋ | 1423/2500 [13:35<12:05, 1.49it/s] 57%|█████▋ | 1424/2500 [13:35<12:12, 1.47it/s] 57%|█████▋ | 1425/2500 [13:36<11:54, 1.50it/s] 57%|█████▋ | 1426/2500 [13:37<11:48, 1.52it/s] 57%|█████▋ | 1427/2500 [13:37<11:54, 1.50it/s] 57%|█████▋ | 1428/2500 [13:38<12:01, 1.49it/s] 57%|█████▋ | 1429/2500 [13:39<11:58, 1.49it/s] 57%|█████▋ | 1430/2500 [13:39<11:48, 1.51it/s] 57%|█████▋ | 1431/2500 [13:40<11:45, 1.51it/s] 57%|█████▋ | 1432/2500 [13:41<11:41, 1.52it/s] 57%|█████▋ | 1433/2500 [13:41<11:44, 1.51it/s] 57%|█████▋ | 1434/2500 [13:42<11:50, 1.50it/s] 57%|█████▋ | 1435/2500 [13:43<11:55, 1.49it/s] 57%|█████▋ | 1436/2500 [13:43<11:46, 1.51it/s] 57%|█████▋ | 1437/2500 [13:44<11:57, 1.48it/s] 58%|█████▊ | 1438/2500 [13:45<12:05, 1.46it/s] 58%|█████▊ | 1439/2500 [13:45<12:08, 1.46it/s] 58%|█████▊ | 1440/2500 [13:46<11:57, 1.48it/s] 58%|█████▊ | 1441/2500 [13:47<12:23, 1.42it/s] 58%|█████▊ | 1442/2500 [13:48<13:05, 1.35it/s] 58%|█████▊ | 1443/2500 [13:48<12:56, 1.36it/s] 58%|█████▊ | 1444/2500 [13:49<12:28, 1.41it/s] 58%|█████▊ | 1445/2500 [13:50<12:13, 1.44it/s] 58%|█████▊ | 1446/2500 [13:51<12:54, 1.36it/s] 58%|█████▊ | 1447/2500 [13:51<13:01, 1.35it/s] 58%|█████▊ | 1448/2500 [13:52<12:28, 1.41it/s] 58%|█████▊ | 1449/2500 [13:53<12:31, 1.40it/s] 58%|█████▊ | 1450/2500 [13:53<12:09, 1.44it/s] 58%|█████▊ | 1451/2500 [13:54<12:00, 1.46it/s] 58%|█████▊ | 1452/2500 [13:55<11:53, 1.47it/s] 58%|█████▊ | 1453/2500 [13:55<11:44, 1.49it/s] 58%|█████▊ | 1454/2500 [13:56<11:35, 1.50it/s] 58%|█████▊ | 1455/2500 [13:57<11:37, 1.50it/s] 58%|█████▊ | 1456/2500 [13:57<11:29, 1.51it/s] 58%|█████▊ | 1457/2500 [13:58<11:38, 1.49it/s] 58%|█████▊ | 1458/2500 [13:59<11:38, 1.49it/s] 58%|█████▊ | 1459/2500 [13:59<11:38, 1.49it/s] 58%|█████▊ | 1460/2500 [14:00<11:25, 1.52it/s] 58%|█████▊ | 1461/2500 [14:01<11:23, 1.52it/s] 58%|█████▊ | 1462/2500 [14:01<11:15, 1.54it/s] 59%|█████▊ | 1463/2500 [14:02<11:14, 1.54it/s] 59%|█████▊ | 1464/2500 [14:02<11:16, 1.53it/s] 59%|█████▊ | 1465/2500 [14:03<11:18, 1.52it/s] 59%|█████▊ | 1466/2500 [14:04<11:11, 1.54it/s] 59%|█████▊ | 1467/2500 [14:04<11:06, 1.55it/s] 59%|█████▊ | 1468/2500 [14:05<11:12, 1.54it/s] 59%|█████▉ | 1469/2500 [14:06<11:13, 1.53it/s] 59%|█████▉ | 1470/2500 [14:06<11:09, 1.54it/s] 59%|█████▉ | 1471/2500 [14:07<11:14, 1.53it/s] 59%|█████▉ | 1472/2500 [14:08<11:48, 1.45it/s] 59%|█████▉ | 1473/2500 [14:09<11:45, 1.46it/s] 59%|█████▉ | 1474/2500 [14:09<11:41, 1.46it/s] 59%|█████▉ | 1475/2500 [14:10<11:36, 1.47it/s] 59%|█████▉ | 1476/2500 [14:11<11:59, 1.42it/s] 59%|█████▉ | 1477/2500 [14:11<11:53, 1.43it/s] 59%|█████▉ | 1478/2500 [14:12<11:41, 1.46it/s] 59%|█████▉ | 1479/2500 [14:13<11:42, 1.45it/s] 59%|█████▉ | 1480/2500 [14:13<11:36, 1.47it/s] 59%|█████▉ | 1481/2500 [14:14<11:42, 1.45it/s] 59%|█████▉ | 1482/2500 [14:15<12:03, 1.41it/s] 59%|█████▉ | 1483/2500 [14:15<11:56, 1.42it/s] 59%|█████▉ | 1484/2500 [14:16<11:35, 1.46it/s] 59%|█████▉ | 1485/2500 [14:17<11:37, 1.46it/s] 59%|█████▉ | 1486/2500 [14:17<11:37, 1.45it/s] 59%|█████▉ | 1487/2500 [14:18<11:32, 1.46it/s] 60%|█████▉ | 1488/2500 [14:19<11:25, 1.48it/s] 60%|█████▉ | 1489/2500 [14:20<11:53, 1.42it/s] 60%|█████▉ | 1490/2500 [14:20<11:40, 1.44it/s] 60%|█████▉ | 1491/2500 [14:21<11:31, 1.46it/s] 60%|█████▉ | 1492/2500 [14:22<11:30, 1.46it/s] 60%|█████▉ | 1493/2500 [14:22<11:24, 1.47it/s] 60%|█████▉ | 1494/2500 [14:23<11:16, 1.49it/s] 60%|█████▉ | 1495/2500 [14:24<11:09, 1.50it/s] 60%|█████▉ | 1496/2500 [14:24<11:08, 1.50it/s] 60%|█████▉ | 1497/2500 [14:25<11:16, 1.48it/s] 60%|█████▉ | 1498/2500 [14:26<11:49, 1.41it/s] 60%|█████▉ | 1499/2500 [14:27<12:09, 1.37it/s] 60%|██████ | 1500/2500 [14:27<11:38, 1.43it/s] 60%|██████ | 1501/2500 [14:28<11:29, 1.45it/s] 60%|██████ | 1502/2500 [14:29<11:27, 1.45it/s] 60%|██████ | 1503/2500 [14:29<11:55, 1.39it/s] 60%|██████ | 1504/2500 [14:30<11:35, 1.43it/s] 60%|██████ | 1505/2500 [14:31<11:24, 1.45it/s] 60%|██████ | 1506/2500 [14:31<11:50, 1.40it/s] 60%|██████ | 1507/2500 [14:32<11:32, 1.43it/s] 60%|██████ | 1508/2500 [14:33<11:57, 1.38it/s] 60%|██████ | 1509/2500 [14:34<11:44, 1.41it/s] 60%|██████ | 1510/2500 [14:34<11:36, 1.42it/s] 60%|██████ | 1511/2500 [14:35<11:31, 1.43it/s] 60%|██████ | 1512/2500 [14:36<11:54, 1.38it/s] 61%|██████ | 1513/2500 [14:36<12:03, 1.36it/s] 61%|██████ | 1514/2500 [14:37<11:33, 1.42it/s] 61%|██████ | 1515/2500 [14:38<11:25, 1.44it/s] 61%|██████ | 1516/2500 [14:38<11:22, 1.44it/s] 61%|██████ | 1517/2500 [14:39<11:11, 1.46it/s] 61%|██████ | 1518/2500 [14:40<11:06, 1.47it/s] 61%|██████ | 1519/2500 [14:40<11:11, 1.46it/s] 61%|██████ | 1520/2500 [14:41<11:39, 1.40it/s] 61%|██████ | 1521/2500 [14:42<11:53, 1.37it/s] 61%|██████ | 1522/2500 [14:43<11:41, 1.39it/s] 61%|██████ | 1523/2500 [14:43<11:43, 1.39it/s] 61%|██████ | 1524/2500 [14:44<11:54, 1.37it/s] 61%|██████ | 1525/2500 [14:45<11:36, 1.40it/s] 61%|██████ | 1526/2500 [14:45<11:08, 1.46it/s] 61%|██████ | 1527/2500 [14:46<10:54, 1.49it/s] 61%|██████ | 1528/2500 [14:47<10:48, 1.50it/s] 61%|██████ | 1529/2500 [14:47<10:46, 1.50it/s] 61%|██████ | 1530/2500 [14:48<10:41, 1.51it/s] 61%|██████ | 1531/2500 [14:49<10:41, 1.51it/s] 61%|██████▏ | 1532/2500 [14:49<10:34, 1.53it/s] 61%|██████▏ | 1533/2500 [14:50<10:37, 1.52it/s] 61%|██████▏ | 1534/2500 [14:51<10:36, 1.52it/s] 61%|██████▏ | 1535/2500 [14:51<10:48, 1.49it/s] 61%|██████▏ | 1536/2500 [14:52<10:43, 1.50it/s] 61%|██████▏ | 1537/2500 [14:53<10:41, 1.50it/s] 62%|██████▏ | 1538/2500 [14:53<10:39, 1.50it/s] 62%|██████▏ | 1539/2500 [14:54<10:51, 1.48it/s] 62%|██████▏ | 1540/2500 [14:55<10:43, 1.49it/s] 62%|██████▏ | 1541/2500 [14:55<10:38, 1.50it/s] 62%|██████▏ | 1542/2500 [14:56<10:34, 1.51it/s] 62%|██████▏ | 1543/2500 [14:57<10:36, 1.50it/s] 62%|██████▏ | 1544/2500 [14:57<10:31, 1.51it/s] 62%|██████▏ | 1545/2500 [14:58<10:44, 1.48it/s] 62%|██████▏ | 1546/2500 [14:59<11:13, 1.42it/s] 62%|██████▏ | 1547/2500 [15:00<11:29, 1.38it/s] 62%|██████▏ | 1548/2500 [15:00<11:17, 1.40it/s] 62%|██████▏ | 1549/2500 [15:01<11:55, 1.33it/s] 62%|██████▏ | 1550/2500 [15:02<14:19, 1.10it/s] 62%|██████▏ | 1551/2500 [15:03<13:08, 1.20it/s] 62%|██████▏ | 1552/2500 [15:04<12:18, 1.28it/s] 62%|██████▏ | 1553/2500 [15:04<11:51, 1.33it/s] 62%|██████▏ | 1554/2500 [15:05<11:37, 1.36it/s] 62%|██████▏ | 1555/2500 [15:06<11:55, 1.32it/s] 62%|██████▏ | 1556/2500 [15:07<11:59, 1.31it/s] 62%|██████▏ | 1557/2500 [15:07<11:31, 1.36it/s] 62%|██████▏ | 1558/2500 [15:08<11:12, 1.40it/s] 62%|██████▏ | 1559/2500 [15:09<11:02, 1.42it/s] 62%|██████▏ | 1560/2500 [15:09<11:00, 1.42it/s] 62%|██████▏ | 1561/2500 [15:10<11:19, 1.38it/s] 62%|██████▏ | 1562/2500 [15:11<10:58, 1.42it/s] 63%|██████▎ | 1563/2500 [15:12<10:58, 1.42it/s] 63%|██████▎ | 1564/2500 [15:12<10:50, 1.44it/s] 63%|██████▎ | 1565/2500 [15:13<10:48, 1.44it/s] 63%|██████▎ | 1566/2500 [15:14<10:48, 1.44it/s] 63%|██████▎ | 1567/2500 [15:14<10:40, 1.46it/s] 63%|██████▎ | 1568/2500 [15:15<10:59, 1.41it/s] 63%|██████▎ | 1569/2500 [15:16<11:28, 1.35it/s] 63%|██████▎ | 1570/2500 [15:17<11:11, 1.38it/s] 63%|██████▎ | 1571/2500 [15:17<11:02, 1.40it/s] 63%|██████▎ | 1572/2500 [15:18<10:46, 1.43it/s] 63%|██████▎ | 1573/2500 [15:19<10:51, 1.42it/s] 63%|██████▎ | 1574/2500 [15:19<10:41, 1.44it/s] 63%|██████▎ | 1575/2500 [15:20<10:54, 1.41it/s] 63%|██████▎ | 1576/2500 [15:21<10:47, 1.43it/s] 63%|██████▎ | 1577/2500 [15:21<10:55, 1.41it/s] 63%|██████▎ | 1578/2500 [15:22<11:02, 1.39it/s] 63%|██████▎ | 1579/2500 [15:23<11:25, 1.34it/s] 63%|██████▎ | 1580/2500 [15:24<11:27, 1.34it/s] 63%|██████▎ | 1581/2500 [15:24<11:32, 1.33it/s] 63%|██████▎ | 1582/2500 [15:25<11:41, 1.31it/s] 63%|██████▎ | 1583/2500 [15:26<11:44, 1.30it/s] 63%|██████▎ | 1584/2500 [15:27<11:24, 1.34it/s] 63%|██████▎ | 1585/2500 [15:28<11:40, 1.31it/s] 63%|██████▎ | 1586/2500 [15:28<12:01, 1.27it/s] 63%|██████▎ | 1587/2500 [15:29<11:59, 1.27it/s] 64%|██████▎ | 1588/2500 [15:30<11:37, 1.31it/s] 64%|██████▎ | 1589/2500 [15:31<11:41, 1.30it/s] 64%|██████▎ | 1590/2500 [15:31<11:20, 1.34it/s] 64%|██████▎ | 1591/2500 [15:32<11:04, 1.37it/s] 64%|██████▎ | 1592/2500 [15:33<10:53, 1.39it/s] 64%|██████▎ | 1593/2500 [15:34<11:05, 1.36it/s] 64%|██████▍ | 1594/2500 [15:34<10:47, 1.40it/s] 64%|██████▍ | 1595/2500 [15:35<10:40, 1.41it/s] 64%|██████▍ | 1596/2500 [15:36<11:06, 1.36it/s] 64%|██████▍ | 1597/2500 [15:37<11:23, 1.32it/s] 64%|██████▍ | 1598/2500 [15:37<10:59, 1.37it/s] 64%|██████▍ | 1599/2500 [15:38<10:42, 1.40it/s] 64%|██████▍ | 1600/2500 [15:39<10:55, 1.37it/s] 64%|██████▍ | 1601/2500 [15:39<10:44, 1.39it/s] 64%|██████▍ | 1602/2500 [15:40<10:48, 1.39it/s] 64%|██████▍ | 1603/2500 [15:41<10:56, 1.37it/s] 64%|██████▍ | 1604/2500 [15:41<10:50, 1.38it/s] 64%|██████▍ | 1605/2500 [15:42<10:56, 1.36it/s] 64%|██████▍ | 1606/2500 [15:43<10:35, 1.41it/s] 64%|██████▍ | 1607/2500 [15:44<10:38, 1.40it/s] 64%|██████▍ | 1608/2500 [15:44<10:46, 1.38it/s] 64%|██████▍ | 1609/2500 [15:45<10:33, 1.41it/s] 64%|██████▍ | 1610/2500 [15:46<10:14, 1.45it/s] 64%|██████▍ | 1611/2500 [15:46<10:35, 1.40it/s] 64%|██████▍ | 1612/2500 [15:47<10:33, 1.40it/s] 65%|██████▍ | 1613/2500 [15:48<10:35, 1.40it/s] 65%|██████▍ | 1614/2500 [15:49<10:20, 1.43it/s] 65%|██████▍ | 1615/2500 [15:49<10:32, 1.40it/s] 65%|██████▍ | 1616/2500 [15:50<10:39, 1.38it/s] 65%|██████▍ | 1617/2500 [15:51<10:27, 1.41it/s] 65%|██████▍ | 1618/2500 [15:51<10:26, 1.41it/s] 65%|██████▍ | 1619/2500 [15:52<10:18, 1.43it/s] 65%|██████▍ | 1620/2500 [15:53<10:15, 1.43it/s] 65%|██████▍ | 1621/2500 [15:54<10:17, 1.42it/s] 65%|██████▍ | 1622/2500 [15:54<10:08, 1.44it/s] 65%|██████▍ | 1623/2500 [15:55<10:08, 1.44it/s] 65%|██████▍ | 1624/2500 [15:56<10:06, 1.44it/s] 65%|██████▌ | 1625/2500 [15:56<09:59, 1.46it/s] 65%|██████▌ | 1626/2500 [15:57<09:59, 1.46it/s] 65%|██████▌ | 1627/2500 [15:58<09:58, 1.46it/s] 65%|██████▌ | 1628/2500 [15:58<10:27, 1.39it/s] 65%|██████▌ | 1629/2500 [15:59<10:22, 1.40it/s] 65%|██████▌ | 1630/2500 [16:00<10:11, 1.42it/s] 65%|██████▌ | 1631/2500 [16:01<10:08, 1.43it/s] 65%|██████▌ | 1632/2500 [16:01<09:57, 1.45it/s] 65%|██████▌ | 1633/2500 [16:02<10:23, 1.39it/s] 65%|██████▌ | 1634/2500 [16:03<10:22, 1.39it/s] 65%|██████▌ | 1635/2500 [16:04<10:54, 1.32it/s] 65%|██████▌ | 1636/2500 [16:04<10:31, 1.37it/s] 65%|██████▌ | 1637/2500 [16:05<10:18, 1.39it/s] 66%|██████▌ | 1638/2500 [16:06<10:11, 1.41it/s] 66%|██████▌ | 1639/2500 [16:06<10:00, 1.43it/s] 66%|██████▌ | 1640/2500 [16:07<09:55, 1.44it/s] 66%|██████▌ | 1641/2500 [16:08<09:54, 1.45it/s] 66%|██████▌ | 1642/2500 [16:08<09:51, 1.45it/s] 66%|██████▌ | 1643/2500 [16:09<09:57, 1.43it/s] 66%|██████▌ | 1644/2500 [16:10<09:43, 1.47it/s] 66%|██████▌ | 1645/2500 [16:10<09:43, 1.47it/s] 66%|██████▌ | 1646/2500 [16:11<09:39, 1.47it/s] 66%|██████▌ | 1647/2500 [16:12<09:41, 1.47it/s] 66%|██████▌ | 1648/2500 [16:12<09:39, 1.47it/s] 66%|██████▌ | 1649/2500 [16:13<09:30, 1.49it/s] 66%|██████▌ | 1650/2500 [16:14<09:26, 1.50it/s] 66%|██████▌ | 1651/2500 [16:14<09:39, 1.47it/s] 66%|██████▌ | 1652/2500 [16:15<09:27, 1.49it/s] 66%|██████▌ | 1653/2500 [16:16<09:29, 1.49it/s] 66%|██████▌ | 1654/2500 [16:16<09:28, 1.49it/s] 66%|██████▌ | 1655/2500 [16:17<09:36, 1.46it/s] 66%|██████▌ | 1656/2500 [16:18<09:31, 1.48it/s] 66%|██████▋ | 1657/2500 [16:18<09:33, 1.47it/s] 66%|██████▋ | 1658/2500 [16:19<09:24, 1.49it/s] 66%|██████▋ | 1659/2500 [16:20<09:25, 1.49it/s] 66%|██████▋ | 1660/2500 [16:20<09:20, 1.50it/s] 66%|██████▋ | 1661/2500 [16:21<09:34, 1.46it/s] 66%|██████▋ | 1662/2500 [16:22<09:29, 1.47it/s] 67%|██████▋ | 1663/2500 [16:22<09:27, 1.47it/s] 67%|██████▋ | 1664/2500 [16:23<09:18, 1.50it/s] 67%|██████▋ | 1665/2500 [16:24<09:17, 1.50it/s] 67%|██████▋ | 1666/2500 [16:24<09:13, 1.51it/s] 67%|██████▋ | 1667/2500 [16:25<09:18, 1.49it/s] 67%|██████▋ | 1668/2500 [16:26<09:21, 1.48it/s] 67%|██████▋ | 1669/2500 [16:26<09:19, 1.49it/s] 67%|██████▋ | 1670/2500 [16:27<09:15, 1.49it/s] 67%|██████▋ | 1671/2500 [16:28<09:08, 1.51it/s] 67%|██████▋ | 1672/2500 [16:28<09:08, 1.51it/s] 67%|██████▋ | 1673/2500 [16:29<09:18, 1.48it/s] 67%|██████▋ | 1674/2500 [16:30<09:08, 1.51it/s] 67%|██████▋ | 1675/2500 [16:30<09:09, 1.50it/s] 67%|██████▋ | 1676/2500 [16:31<09:12, 1.49it/s] 67%|██████▋ | 1677/2500 [16:32<09:18, 1.47it/s] 67%|██████▋ | 1678/2500 [16:33<09:19, 1.47it/s] 67%|██████▋ | 1679/2500 [16:33<09:20, 1.47it/s] 67%|██████▋ | 1680/2500 [16:34<09:22, 1.46it/s] 67%|██████▋ | 1681/2500 [16:35<09:24, 1.45it/s] 67%|██████▋ | 1682/2500 [16:35<09:21, 1.46it/s] 67%|██████▋ | 1683/2500 [16:36<09:20, 1.46it/s] 67%|██████▋ | 1684/2500 [16:37<09:21, 1.45it/s] 67%|██████▋ | 1685/2500 [16:37<09:33, 1.42it/s] 67%|██████▋ | 1686/2500 [16:38<09:26, 1.44it/s] 67%|██████▋ | 1687/2500 [16:39<09:30, 1.43it/s] 68%|██████▊ | 1688/2500 [16:40<09:30, 1.42it/s] 68%|██████▊ | 1689/2500 [16:40<09:24, 1.44it/s] 68%|██████▊ | 1690/2500 [16:41<09:26, 1.43it/s] 68%|██████▊ | 1691/2500 [16:42<09:28, 1.42it/s] 68%|██████▊ | 1692/2500 [16:42<09:32, 1.41it/s] 68%|██████▊ | 1693/2500 [16:43<09:35, 1.40it/s] 68%|██████▊ | 1694/2500 [16:44<09:20, 1.44it/s] 68%|██████▊ | 1695/2500 [16:44<09:16, 1.45it/s] 68%|██████▊ | 1696/2500 [16:45<09:11, 1.46it/s] 68%|██████▊ | 1697/2500 [16:46<10:07, 1.32it/s] 68%|██████▊ | 1698/2500 [16:47<09:50, 1.36it/s] 68%|██████▊ | 1699/2500 [16:47<09:46, 1.36it/s] 68%|██████▊ | 1700/2500 [16:48<09:29, 1.40it/s] 68%|██████▊ | 1701/2500 [16:49<09:32, 1.40it/s] 68%|██████▊ | 1702/2500 [16:50<09:32, 1.39it/s] 68%|██████▊ | 1703/2500 [16:50<09:39, 1.37it/s] 68%|██████▊ | 1704/2500 [16:51<09:31, 1.39it/s] 68%|██████▊ | 1705/2500 [16:52<09:23, 1.41it/s] 68%|██████▊ | 1706/2500 [16:52<09:19, 1.42it/s] 68%|██████▊ | 1707/2500 [16:53<09:07, 1.45it/s] 68%|██████▊ | 1708/2500 [16:54<09:01, 1.46it/s] 68%|██████▊ | 1709/2500 [16:54<08:59, 1.47it/s] 68%|██████▊ | 1710/2500 [16:55<08:50, 1.49it/s] 68%|██████▊ | 1711/2500 [16:56<08:45, 1.50it/s] 68%|██████▊ | 1712/2500 [16:56<08:52, 1.48it/s] 69%|██████▊ | 1713/2500 [16:57<08:53, 1.48it/s] 69%|██████▊ | 1714/2500 [16:58<08:49, 1.48it/s] 69%|██████▊ | 1715/2500 [16:58<08:51, 1.48it/s] 69%|██████▊ | 1716/2500 [16:59<08:50, 1.48it/s] 69%|██████▊ | 1717/2500 [17:00<08:45, 1.49it/s] 69%|██████▊ | 1718/2500 [17:00<08:47, 1.48it/s] 69%|██████▉ | 1719/2500 [17:01<08:48, 1.48it/s] 69%|██████▉ | 1720/2500 [17:02<08:45, 1.48it/s] 69%|██████▉ | 1721/2500 [17:02<08:44, 1.48it/s] 69%|██████▉ | 1722/2500 [17:03<08:36, 1.51it/s] 69%|██████▉ | 1723/2500 [17:04<08:37, 1.50it/s] 69%|██████▉ | 1724/2500 [17:04<08:35, 1.51it/s] 69%|██████▉ | 1725/2500 [17:05<08:38, 1.49it/s] 69%|██████▉ | 1726/2500 [17:06<08:41, 1.49it/s] 69%|██████▉ | 1727/2500 [17:06<08:41, 1.48it/s] 69%|██████▉ | 1728/2500 [17:07<08:33, 1.50it/s] 69%|██████▉ | 1729/2500 [17:08<08:35, 1.50it/s] 69%|██████▉ | 1730/2500 [17:08<08:35, 1.49it/s] 69%|██████▉ | 1731/2500 [17:09<08:40, 1.48it/s] 69%|██████▉ | 1732/2500 [17:10<08:36, 1.49it/s] 69%|██████▉ | 1733/2500 [17:10<08:35, 1.49it/s] 69%|██████▉ | 1734/2500 [17:11<08:35, 1.48it/s] 69%|██████▉ | 1735/2500 [17:12<08:41, 1.47it/s] 69%|██████▉ | 1736/2500 [17:13<08:44, 1.46it/s] 69%|██████▉ | 1737/2500 [17:13<08:46, 1.45it/s] 70%|██████▉ | 1738/2500 [17:14<08:42, 1.46it/s] 70%|██████▉ | 1739/2500 [17:15<08:45, 1.45it/s] 70%|██████▉ | 1740/2500 [17:15<08:49, 1.44it/s] 70%|██████▉ | 1741/2500 [17:16<08:44, 1.45it/s] 70%|██████▉ | 1742/2500 [17:17<08:42, 1.45it/s] 70%|██████▉ | 1743/2500 [17:17<08:48, 1.43it/s] 70%|██████▉ | 1744/2500 [17:18<08:44, 1.44it/s] 70%|██████▉ | 1745/2500 [17:19<08:47, 1.43it/s] 70%|██████▉ | 1746/2500 [17:19<08:43, 1.44it/s] 70%|██████▉ | 1747/2500 [17:20<08:38, 1.45it/s] 70%|██████▉ | 1748/2500 [17:21<08:40, 1.44it/s] 70%|██████▉ | 1749/2500 [17:22<08:41, 1.44it/s] 70%|███████ | 1750/2500 [17:22<09:38, 1.30it/s] 70%|███████ | 1751/2500 [17:23<09:40, 1.29it/s] 70%|███████ | 1752/2500 [17:24<09:33, 1.30it/s] 70%|███████ | 1753/2500 [17:25<09:35, 1.30it/s] 70%|███████ | 1754/2500 [17:26<09:33, 1.30it/s] 70%|███████ | 1755/2500 [17:26<09:12, 1.35it/s] 70%|███████ | 1756/2500 [17:27<09:00, 1.38it/s] 70%|███████ | 1757/2500 [17:28<08:52, 1.40it/s] 70%|███████ | 1758/2500 [17:28<08:42, 1.42it/s] 70%|███████ | 1759/2500 [17:29<08:43, 1.42it/s] 70%|███████ | 1760/2500 [17:30<08:40, 1.42it/s] 70%|███████ | 1761/2500 [17:30<08:37, 1.43it/s] 70%|███████ | 1762/2500 [17:31<08:31, 1.44it/s] 71%|███████ | 1763/2500 [17:32<08:27, 1.45it/s] 71%|███████ | 1764/2500 [17:32<08:22, 1.47it/s] 71%|███████ | 1765/2500 [17:33<08:27, 1.45it/s] 71%|███████ | 1766/2500 [17:34<08:24, 1.45it/s] 71%|███████ | 1767/2500 [17:35<08:28, 1.44it/s] 71%|███████ | 1768/2500 [17:35<08:36, 1.42it/s] 71%|███████ | 1769/2500 [17:36<08:34, 1.42it/s] 71%|███████ | 1770/2500 [17:37<08:26, 1.44it/s] 71%|███████ | 1771/2500 [17:37<08:36, 1.41it/s] 71%|███████ | 1772/2500 [17:38<08:30, 1.43it/s] 71%|███████ | 1773/2500 [17:39<08:38, 1.40it/s] 71%|███████ | 1774/2500 [17:39<08:30, 1.42it/s] 71%|███████ | 1775/2500 [17:40<08:25, 1.44it/s] 71%|███████ | 1776/2500 [17:41<08:25, 1.43it/s] 71%|███████ | 1777/2500 [17:42<08:27, 1.42it/s] 71%|███████ | 1778/2500 [17:42<08:20, 1.44it/s] 71%|███████ | 1779/2500 [17:43<08:25, 1.43it/s] 71%|███████ | 1780/2500 [17:44<08:23, 1.43it/s] 71%|███████ | 1781/2500 [17:44<08:43, 1.37it/s] 71%|███████▏ | 1782/2500 [17:45<08:36, 1.39it/s] 71%|███████▏ | 1783/2500 [17:46<08:36, 1.39it/s] 71%|███████▏ | 1784/2500 [17:47<08:47, 1.36it/s] 71%|███████▏ | 1785/2500 [17:47<08:47, 1.36it/s] 71%|███████▏ | 1786/2500 [17:48<08:39, 1.38it/s] 71%|███████▏ | 1787/2500 [17:49<08:39, 1.37it/s] 72%|███████▏ | 1788/2500 [17:50<08:42, 1.36it/s] 72%|███████▏ | 1789/2500 [17:50<08:34, 1.38it/s] 72%|███████▏ | 1790/2500 [17:51<08:20, 1.42it/s] 72%|███████▏ | 1791/2500 [17:52<08:40, 1.36it/s] 72%|███████▏ | 1792/2500 [17:52<08:43, 1.35it/s] 72%|███████▏ | 1793/2500 [17:53<08:50, 1.33it/s] 72%|███████▏ | 1794/2500 [17:54<08:57, 1.31it/s] 72%|███████▏ | 1795/2500 [17:55<08:44, 1.34it/s] 72%|███████▏ | 1796/2500 [17:55<08:31, 1.38it/s] 72%|███████▏ | 1797/2500 [17:56<08:27, 1.39it/s] 72%|███████▏ | 1798/2500 [17:57<08:17, 1.41it/s] 72%|███████▏ | 1799/2500 [17:58<08:15, 1.41it/s] 72%|███████▏ | 1800/2500 [17:58<08:10, 1.43it/s] 72%|███████▏ | 1801/2500 [17:59<08:12, 1.42it/s] 72%|███████▏ | 1802/2500 [18:00<08:13, 1.41it/s] 72%|███████▏ | 1803/2500 [18:00<08:09, 1.42it/s] 72%|███████▏ | 1804/2500 [18:01<08:04, 1.44it/s] 72%|███████▏ | 1805/2500 [18:02<08:04, 1.43it/s] 72%|███████▏ | 1806/2500 [18:02<08:08, 1.42it/s] 72%|███████▏ | 1807/2500 [18:03<08:08, 1.42it/s] 72%|███████▏ | 1808/2500 [18:04<08:06, 1.42it/s] 72%|███████▏ | 1809/2500 [18:05<08:07, 1.42it/s] 72%|███████▏ | 1810/2500 [18:05<08:01, 1.43it/s] 72%|███████▏ | 1811/2500 [18:06<07:57, 1.44it/s] 72%|███████▏ | 1812/2500 [18:07<07:54, 1.45it/s] 73%|███████▎ | 1813/2500 [18:07<07:50, 1.46it/s] 73%|███████▎ | 1814/2500 [18:08<07:45, 1.47it/s] 73%|███████▎ | 1815/2500 [18:09<07:46, 1.47it/s] 73%|███████▎ | 1816/2500 [18:09<07:48, 1.46it/s] 73%|███████▎ | 1817/2500 [18:10<07:49, 1.46it/s] 73%|███████▎ | 1818/2500 [18:11<07:52, 1.44it/s] 73%|███████▎ | 1819/2500 [18:11<07:53, 1.44it/s] 73%|███████▎ | 1820/2500 [18:12<07:44, 1.46it/s] 73%|███████▎ | 1821/2500 [18:13<07:42, 1.47it/s] 73%|███████▎ | 1822/2500 [18:13<07:43, 1.46it/s] 73%|███████▎ | 1823/2500 [18:14<07:41, 1.47it/s] 73%|███████▎ | 1824/2500 [18:15<07:40, 1.47it/s] 73%|███████▎ | 1825/2500 [18:15<07:38, 1.47it/s] 73%|███████▎ | 1826/2500 [18:16<07:36, 1.48it/s] 73%|███████▎ | 1827/2500 [18:17<07:44, 1.45it/s] 73%|███████▎ | 1828/2500 [18:18<07:47, 1.44it/s] 73%|███████▎ | 1829/2500 [18:18<07:46, 1.44it/s] 73%|███████▎ | 1830/2500 [18:19<07:42, 1.45it/s] 73%|███████▎ | 1831/2500 [18:20<07:40, 1.45it/s] 73%|███████▎ | 1832/2500 [18:20<07:39, 1.46it/s] 73%|███████▎ | 1833/2500 [18:21<07:39, 1.45it/s] 73%|███████▎ | 1834/2500 [18:22<07:36, 1.46it/s] 73%|███████▎ | 1835/2500 [18:22<07:38, 1.45it/s] 73%|███████▎ | 1836/2500 [18:23<07:39, 1.45it/s] 73%|███████▎ | 1837/2500 [18:24<07:41, 1.44it/s] 74%|███████▎ | 1838/2500 [18:24<07:33, 1.46it/s] 74%|███████▎ | 1839/2500 [18:25<07:34, 1.45it/s] 74%|███████▎ | 1840/2500 [18:26<07:32, 1.46it/s] 74%|███████▎ | 1841/2500 [18:27<07:30, 1.46it/s] 74%|███████▎ | 1842/2500 [18:27<07:25, 1.48it/s] 74%|███████▎ | 1843/2500 [18:28<07:26, 1.47it/s] 74%|███████▍ | 1844/2500 [18:29<07:29, 1.46it/s] 74%|███████▍ | 1845/2500 [18:29<07:31, 1.45it/s] 74%|███████▍ | 1846/2500 [18:30<07:26, 1.46it/s] 74%|███████▍ | 1847/2500 [18:31<07:26, 1.46it/s] 74%|███████▍ | 1848/2500 [18:31<07:21, 1.48it/s] 74%|███████▍ | 1849/2500 [18:32<07:22, 1.47it/s] 74%|███████▍ | 1850/2500 [18:33<07:22, 1.47it/s] 74%|███████▍ | 1851/2500 [18:33<07:26, 1.45it/s] 74%|███████▍ | 1852/2500 [18:34<07:23, 1.46it/s] 74%|███████▍ | 1853/2500 [18:35<07:27, 1.44it/s] 74%|███████▍ | 1854/2500 [18:35<07:22, 1.46it/s] 74%|███████▍ | 1855/2500 [18:36<07:24, 1.45it/s] 74%|███████▍ | 1856/2500 [18:37<07:23, 1.45it/s] 74%|███████▍ | 1857/2500 [18:37<07:20, 1.46it/s] 74%|███████▍ | 1858/2500 [18:38<07:14, 1.48it/s] 74%|███████▍ | 1859/2500 [18:39<07:14, 1.47it/s] 74%|███████▍ | 1860/2500 [18:40<07:20, 1.45it/s] 74%|███████▍ | 1861/2500 [18:40<07:16, 1.46it/s] 74%|███████▍ | 1862/2500 [18:41<07:18, 1.46it/s] 75%|███████▍ | 1863/2500 [18:42<07:19, 1.45it/s] 75%|███████▍ | 1864/2500 [18:42<07:14, 1.47it/s] 75%|███████▍ | 1865/2500 [18:43<07:11, 1.47it/s] 75%|███████▍ | 1866/2500 [18:44<07:12, 1.46it/s] 75%|███████▍ | 1867/2500 [18:44<07:14, 1.46it/s] 75%|███████▍ | 1868/2500 [18:45<07:17, 1.44it/s] 75%|███████▍ | 1869/2500 [18:46<07:14, 1.45it/s] 75%|███████▍ | 1870/2500 [18:46<07:09, 1.47it/s] 75%|███████▍ | 1871/2500 [18:47<07:16, 1.44it/s] 75%|███████▍ | 1872/2500 [18:48<07:08, 1.47it/s] 75%|███████▍ | 1873/2500 [18:48<07:09, 1.46it/s] 75%|███████▍ | 1874/2500 [18:49<07:14, 1.44it/s] 75%|███████▌ | 1875/2500 [18:50<07:15, 1.44it/s] 75%|███████▌ | 1876/2500 [18:51<07:09, 1.45it/s] 75%|███████▌ | 1877/2500 [18:51<07:15, 1.43it/s] 75%|███████▌ | 1878/2500 [18:52<07:11, 1.44it/s] 75%|███████▌ | 1879/2500 [18:53<07:08, 1.45it/s] 75%|███████▌ | 1880/2500 [18:53<07:08, 1.45it/s] 75%|███████▌ | 1881/2500 [18:54<07:09, 1.44it/s] 75%|███████▌ | 1882/2500 [18:55<07:11, 1.43it/s] 75%|███████▌ | 1883/2500 [18:55<07:14, 1.42it/s] 75%|███████▌ | 1884/2500 [18:56<07:13, 1.42it/s] 75%|███████▌ | 1885/2500 [18:57<07:10, 1.43it/s] 75%|███████▌ | 1886/2500 [18:57<07:07, 1.44it/s] 75%|███████▌ | 1887/2500 [18:58<07:05, 1.44it/s] 76%|███████▌ | 1888/2500 [18:59<07:12, 1.42it/s] 76%|███████▌ | 1889/2500 [19:00<07:11, 1.42it/s] 76%|███████▌ | 1890/2500 [19:00<07:09, 1.42it/s] 76%|███████▌ | 1891/2500 [19:01<07:08, 1.42it/s] 76%|███████▌ | 1892/2500 [19:02<07:10, 1.41it/s] 76%|███████▌ | 1893/2500 [19:02<07:06, 1.42it/s] 76%|███████▌ | 1894/2500 [19:03<07:03, 1.43it/s] 76%|███████▌ | 1895/2500 [19:04<07:02, 1.43it/s] 76%|███████▌ | 1896/2500 [19:04<06:57, 1.45it/s] 76%|███████▌ | 1897/2500 [19:05<06:58, 1.44it/s] 76%|███████▌ | 1898/2500 [19:06<07:00, 1.43it/s] 76%|███████▌ | 1899/2500 [19:07<06:57, 1.44it/s] 76%|███████▌ | 1900/2500 [19:07<06:53, 1.45it/s] 76%|███████▌ | 1901/2500 [19:08<06:55, 1.44it/s] 76%|███████▌ | 1902/2500 [19:09<06:52, 1.45it/s] 76%|███████▌ | 1903/2500 [19:09<06:52, 1.45it/s] 76%|███████▌ | 1904/2500 [19:10<06:44, 1.47it/s] 76%|███████▌ | 1905/2500 [19:11<06:52, 1.44it/s] 76%|███████▌ | 1906/2500 [19:11<06:49, 1.45it/s] 76%|███████▋ | 1907/2500 [19:12<06:46, 1.46it/s] 76%|███████▋ | 1908/2500 [19:13<06:48, 1.45it/s] 76%|███████▋ | 1909/2500 [19:13<06:51, 1.43it/s] 76%|███████▋ | 1910/2500 [19:14<06:44, 1.46it/s] 76%|███████▋ | 1911/2500 [19:15<06:46, 1.45it/s] 76%|███████▋ | 1912/2500 [19:16<06:39, 1.47it/s] 77%|███████▋ | 1913/2500 [19:16<06:37, 1.48it/s] 77%|███████▋ | 1914/2500 [19:17<06:38, 1.47it/s] 77%|███████▋ | 1915/2500 [19:18<06:40, 1.46it/s] 77%|███████▋ | 1916/2500 [19:18<06:38, 1.46it/s] 77%|███████▋ | 1917/2500 [19:19<06:43, 1.45it/s] 77%|███████▋ | 1918/2500 [19:20<06:41, 1.45it/s] 77%|███████▋ | 1919/2500 [19:20<06:43, 1.44it/s] 77%|███████▋ | 1920/2500 [19:21<06:41, 1.44it/s] 77%|███████▋ | 1921/2500 [19:22<06:48, 1.42it/s] 77%|███████▋ | 1922/2500 [19:22<06:42, 1.44it/s] 77%|███████▋ | 1923/2500 [19:23<06:39, 1.45it/s] 77%|███████▋ | 1924/2500 [19:24<06:33, 1.46it/s] 77%|███████▋ | 1925/2500 [19:24<06:34, 1.46it/s] 77%|███████▋ | 1926/2500 [19:25<06:31, 1.47it/s] 77%|███████▋ | 1927/2500 [19:26<06:35, 1.45it/s] 77%|███████▋ | 1928/2500 [19:27<06:35, 1.45it/s] 77%|███████▋ | 1929/2500 [19:27<06:39, 1.43it/s] 77%|███████▋ | 1930/2500 [19:28<06:39, 1.43it/s] 77%|███████▋ | 1931/2500 [19:29<06:40, 1.42it/s] 77%|███████▋ | 1932/2500 [19:29<06:39, 1.42it/s] 77%|███████▋ | 1933/2500 [19:30<06:33, 1.44it/s] 77%|███████▋ | 1934/2500 [19:31<06:32, 1.44it/s] 77%|███████▋ | 1935/2500 [19:31<06:30, 1.45it/s] 77%|███████▋ | 1936/2500 [19:32<06:23, 1.47it/s] 77%|███████▋ | 1937/2500 [19:33<06:26, 1.46it/s] 78%|███████▊ | 1938/2500 [19:33<06:23, 1.47it/s] 78%|███████▊ | 1939/2500 [19:34<06:24, 1.46it/s] 78%|███████▊ | 1940/2500 [19:35<06:26, 1.45it/s] 78%|███████▊ | 1941/2500 [19:36<06:29, 1.43it/s] 78%|███████▊ | 1942/2500 [19:36<06:26, 1.44it/s] 78%|███████▊ | 1943/2500 [19:37<06:29, 1.43it/s] 78%|███████▊ | 1944/2500 [19:38<06:24, 1.45it/s] 78%|███████▊ | 1945/2500 [19:38<06:23, 1.45it/s] 78%|███████▊ | 1946/2500 [19:39<06:22, 1.45it/s] 78%|███████▊ | 1947/2500 [19:40<06:24, 1.44it/s] 78%|███████▊ | 1948/2500 [19:40<06:23, 1.44it/s] 78%|███████▊ | 1949/2500 [19:41<06:21, 1.44it/s] 78%|███████▊ | 1950/2500 [19:42<06:25, 1.43it/s] 78%|███████▊ | 1951/2500 [19:43<06:22, 1.44it/s] 78%|███████▊ | 1952/2500 [19:43<06:20, 1.44it/s] 78%|███████▊ | 1953/2500 [19:44<06:20, 1.44it/s] 78%|███████▊ | 1954/2500 [19:45<06:19, 1.44it/s] 78%|███████▊ | 1955/2500 [19:45<06:20, 1.43it/s] 78%|███████▊ | 1956/2500 [19:46<06:16, 1.44it/s] 78%|███████▊ | 1957/2500 [19:47<06:18, 1.43it/s] 78%|███████▊ | 1958/2500 [19:47<06:19, 1.43it/s] 78%|███████▊ | 1959/2500 [19:48<06:21, 1.42it/s] 78%|███████▊ | 1960/2500 [19:49<06:22, 1.41it/s] 78%|███████▊ | 1961/2500 [19:50<06:21, 1.41it/s] 78%|███████▊ | 1962/2500 [19:50<06:16, 1.43it/s] 79%|███████▊ | 1963/2500 [19:51<06:14, 1.44it/s] 79%|███████▊ | 1964/2500 [19:52<06:14, 1.43it/s] 79%|███████▊ | 1965/2500 [19:52<06:09, 1.45it/s] 79%|███████▊ | 1966/2500 [19:53<06:10, 1.44it/s] 79%|███████▊ | 1967/2500 [19:54<06:12, 1.43it/s] 79%|███████▊ | 1968/2500 [19:54<06:10, 1.44it/s] 79%|███████▉ | 1969/2500 [19:55<06:13, 1.42it/s] 79%|███████▉ | 1970/2500 [19:56<06:09, 1.43it/s] 79%|███████▉ | 1971/2500 [19:56<06:06, 1.44it/s] 79%|███████▉ | 1972/2500 [19:57<06:03, 1.45it/s] 79%|███████▉ | 1973/2500 [19:58<06:03, 1.45it/s] 79%|███████▉ | 1974/2500 [19:59<06:01, 1.46it/s] 79%|███████▉ | 1975/2500 [19:59<06:02, 1.45it/s] 79%|███████▉ | 1976/2500 [20:00<05:58, 1.46it/s] 79%|███████▉ | 1977/2500 [20:01<06:05, 1.43it/s] 79%|███████▉ | 1978/2500 [20:01<06:02, 1.44it/s] 79%|███████▉ | 1979/2500 [20:02<06:05, 1.43it/s] 79%|███████▉ | 1980/2500 [20:03<06:04, 1.43it/s] 79%|███████▉ | 1981/2500 [20:03<06:05, 1.42it/s] 79%|███████▉ | 1982/2500 [20:04<06:04, 1.42it/s] 79%|███████▉ | 1983/2500 [20:05<06:02, 1.43it/s] 79%|███████▉ | 1984/2500 [20:06<05:59, 1.43it/s] 79%|███████▉ | 1985/2500 [20:06<06:00, 1.43it/s] 79%|███████▉ | 1986/2500 [20:07<05:57, 1.44it/s] 79%|███████▉ | 1987/2500 [20:08<05:56, 1.44it/s] 80%|███████▉ | 1988/2500 [20:08<05:53, 1.45it/s] 80%|███████▉ | 1989/2500 [20:09<05:54, 1.44it/s] 80%|███████▉ | 1990/2500 [20:10<05:48, 1.46it/s] 80%|███████▉ | 1991/2500 [20:10<05:56, 1.43it/s] 80%|███████▉ | 1992/2500 [20:11<05:54, 1.43it/s] 80%|███████▉ | 1993/2500 [20:12<05:57, 1.42it/s] 80%|███████▉ | 1994/2500 [20:12<05:51, 1.44it/s] 80%|███████▉ | 1995/2500 [20:13<05:52, 1.43it/s] 80%|███████▉ | 1996/2500 [20:14<05:54, 1.42it/s] 80%|███████▉ | 1997/2500 [20:15<05:52, 1.43it/s] 80%|███████▉ | 1998/2500 [20:15<05:49, 1.44it/s] 80%|███████▉ | 1999/2500 [20:16<05:47, 1.44it/s] 80%|████████ | 2000/2500 [20:17<05:43, 1.45it/s] 80%|████████ | 2001/2500 [20:17<05:41, 1.46it/s] 80%|████████ | 2002/2500 [20:18<05:44, 1.45it/s] 80%|████████ | 2003/2500 [20:19<05:50, 1.42it/s] 80%|████████ | 2004/2500 [20:19<05:47, 1.43it/s] 80%|████████ | 2005/2500 [20:20<05:46, 1.43it/s] 80%|████████ | 2006/2500 [20:21<05:46, 1.43it/s] 80%|████████ | 2007/2500 [20:22<05:43, 1.43it/s] 80%|████████ | 2008/2500 [20:22<05:40, 1.44it/s] 80%|████████ | 2009/2500 [20:23<05:39, 1.44it/s] 80%|████████ | 2010/2500 [20:24<05:35, 1.46it/s] 80%|████████ | 2011/2500 [20:24<05:36, 1.45it/s] 80%|████████ | 2012/2500 [20:25<05:32, 1.47it/s] 81%|████████ | 2013/2500 [20:26<05:33, 1.46it/s] 81%|████████ | 2014/2500 [20:26<05:31, 1.46it/s] 81%|████████ | 2015/2500 [20:27<05:37, 1.44it/s] 81%|████████ | 2016/2500 [20:28<05:38, 1.43it/s] 81%|████████ | 2017/2500 [20:28<05:38, 1.43it/s] 81%|████████ | 2018/2500 [20:29<05:34, 1.44it/s] 81%|████████ | 2019/2500 [20:30<05:36, 1.43it/s] 81%|████████ | 2020/2500 [20:31<05:34, 1.43it/s] 81%|████████ | 2021/2500 [20:31<05:35, 1.43it/s] 81%|████████ | 2022/2500 [20:32<05:31, 1.44it/s] 81%|████████ | 2023/2500 [20:33<05:36, 1.42it/s] 81%|████████ | 2024/2500 [20:33<05:39, 1.40it/s] 81%|████████ | 2025/2500 [20:34<05:37, 1.41it/s] 81%|████████ | 2026/2500 [20:35<05:36, 1.41it/s] 81%|████████ | 2027/2500 [20:35<05:35, 1.41it/s] 81%|████████ | 2028/2500 [20:36<05:30, 1.43it/s] 81%|████████ | 2029/2500 [20:37<05:34, 1.41it/s] 81%|████████ | 2030/2500 [20:38<05:36, 1.40it/s] 81%|████████ | 2031/2500 [20:39<06:09, 1.27it/s] 81%|████████▏ | 2032/2500 [20:40<06:28, 1.21it/s] 81%|████████▏ | 2033/2500 [20:40<06:39, 1.17it/s] 81%|████████▏ | 2034/2500 [20:41<06:21, 1.22it/s] 81%|████████▏ | 2035/2500 [20:42<06:15, 1.24it/s] 81%|████████▏ | 2036/2500 [20:43<06:13, 1.24it/s] 81%|████████▏ | 2037/2500 [20:44<06:10, 1.25it/s] 82%|████████▏ | 2038/2500 [20:44<06:02, 1.28it/s] 82%|████████▏ | 2039/2500 [20:45<05:53, 1.30it/s] 82%|████████▏ | 2040/2500 [20:46<05:47, 1.32it/s] 82%|████████▏ | 2041/2500 [20:46<05:47, 1.32it/s] 82%|████████▏ | 2042/2500 [20:47<05:34, 1.37it/s] 82%|████████▏ | 2043/2500 [20:48<05:34, 1.37it/s] 82%|████████▏ | 2044/2500 [20:49<05:29, 1.39it/s] 82%|████████▏ | 2045/2500 [20:49<05:30, 1.38it/s] 82%|████████▏ | 2046/2500 [20:50<06:08, 1.23it/s] 82%|████████▏ | 2047/2500 [20:51<05:58, 1.26it/s] 82%|████████▏ | 2048/2500 [20:52<05:51, 1.29it/s] 82%|████████▏ | 2049/2500 [20:53<05:43, 1.31it/s] 82%|████████▏ | 2050/2500 [20:53<05:41, 1.32it/s] 82%|████████▏ | 2051/2500 [20:54<05:34, 1.34it/s] 82%|████████▏ | 2052/2500 [20:55<05:24, 1.38it/s] 82%|████████▏ | 2053/2500 [20:55<05:24, 1.38it/s] 82%|████████▏ | 2054/2500 [20:56<05:31, 1.35it/s] 82%|████████▏ | 2055/2500 [20:57<05:29, 1.35it/s] 82%|████████▏ | 2056/2500 [20:58<05:26, 1.36it/s] 82%|████████▏ | 2057/2500 [20:58<05:22, 1.37it/s] 82%|████████▏ | 2058/2500 [20:59<05:23, 1.37it/s] 82%|████████▏ | 2059/2500 [21:00<05:29, 1.34it/s] 82%|████████▏ | 2060/2500 [21:01<05:27, 1.34it/s] 82%|████████▏ | 2061/2500 [21:01<05:23, 1.36it/s] 82%|████████▏ | 2062/2500 [21:02<05:18, 1.38it/s] 83%|████████▎ | 2063/2500 [21:03<05:15, 1.38it/s] 83%|████████▎ | 2064/2500 [21:04<05:15, 1.38it/s] 83%|████████▎ | 2065/2500 [21:04<05:16, 1.37it/s] 83%|████████▎ | 2066/2500 [21:05<05:14, 1.38it/s] 83%|████████▎ | 2067/2500 [21:06<05:13, 1.38it/s] 83%|████████▎ | 2068/2500 [21:06<05:23, 1.34it/s] 83%|████████▎ | 2069/2500 [21:07<05:23, 1.33it/s] 83%|████████▎ | 2070/2500 [21:08<05:28, 1.31it/s] 83%|████████▎ | 2071/2500 [21:09<05:19, 1.34it/s] 83%|████████▎ | 2072/2500 [21:09<05:20, 1.33it/s] 83%|████████▎ | 2073/2500 [21:10<05:20, 1.33it/s] 83%|████████▎ | 2074/2500 [21:11<05:17, 1.34it/s] 83%|████████▎ | 2075/2500 [21:12<05:16, 1.34it/s] 83%|████████▎ | 2076/2500 [21:13<05:25, 1.30it/s] 83%|████████▎ | 2077/2500 [21:13<05:23, 1.31it/s] 83%|████████▎ | 2078/2500 [21:14<05:13, 1.35it/s] 83%|████████▎ | 2079/2500 [21:15<05:11, 1.35it/s] 83%|████████▎ | 2080/2500 [21:16<05:14, 1.33it/s] 83%|████████▎ | 2081/2500 [21:16<05:08, 1.36it/s] 83%|████████▎ | 2082/2500 [21:17<05:01, 1.39it/s] 83%|████████▎ | 2083/2500 [21:18<04:58, 1.40it/s] 83%|████████▎ | 2084/2500 [21:18<04:51, 1.42it/s] 83%|████████▎ | 2085/2500 [21:19<04:53, 1.41it/s] 83%|████████▎ | 2086/2500 [21:20<04:52, 1.41it/s] 83%|████████▎ | 2087/2500 [21:20<04:53, 1.41it/s] 84%|████████▎ | 2088/2500 [21:21<04:55, 1.40it/s] 84%|████████▎ | 2089/2500 [21:22<04:58, 1.38it/s] 84%|████████▎ | 2090/2500 [21:23<04:52, 1.40it/s] 84%|████████▎ | 2091/2500 [21:23<04:49, 1.41it/s] 84%|████████▎ | 2092/2500 [21:24<04:51, 1.40it/s] 84%|████████▎ | 2093/2500 [21:25<04:53, 1.39it/s] 84%|████████▍ | 2094/2500 [21:25<04:47, 1.41it/s] 84%|████████▍ | 2095/2500 [21:26<04:44, 1.42it/s] 84%|████████▍ | 2096/2500 [21:27<04:41, 1.43it/s] 84%|████████▍ | 2097/2500 [21:27<04:41, 1.43it/s] 84%|████████▍ | 2098/2500 [21:28<04:37, 1.45it/s] 84%|████████▍ | 2099/2500 [21:29<04:39, 1.43it/s] 84%|████████▍ | 2100/2500 [21:30<04:36, 1.45it/s] 84%|████████▍ | 2101/2500 [21:30<04:38, 1.43it/s] 84%|████████▍ | 2102/2500 [21:31<04:45, 1.40it/s] 84%|████████▍ | 2103/2500 [21:32<04:44, 1.39it/s] 84%|████████▍ | 2104/2500 [21:32<04:40, 1.41it/s] 84%|████████▍ | 2105/2500 [21:33<04:39, 1.41it/s] 84%|████████▍ | 2106/2500 [21:34<04:33, 1.44it/s] 84%|████████▍ | 2107/2500 [21:35<04:33, 1.44it/s] 84%|████████▍ | 2108/2500 [21:35<04:34, 1.43it/s] 84%|████████▍ | 2109/2500 [21:36<04:34, 1.42it/s] 84%|████████▍ | 2110/2500 [21:37<04:29, 1.45it/s] 84%|████████▍ | 2111/2500 [21:37<04:28, 1.45it/s] 84%|████████▍ | 2112/2500 [21:38<04:24, 1.47it/s] 85%|████████▍ | 2113/2500 [21:39<04:29, 1.44it/s] 85%|████████▍ | 2114/2500 [21:40<05:02, 1.27it/s] 85%|████████▍ | 2115/2500 [21:40<04:54, 1.31it/s] 85%|████████▍ | 2116/2500 [21:41<04:48, 1.33it/s] 85%|████████▍ | 2117/2500 [21:42<04:44, 1.35it/s] 85%|████████▍ | 2118/2500 [21:43<04:45, 1.34it/s] 85%|████████▍ | 2119/2500 [21:43<04:43, 1.35it/s] 85%|████████▍ | 2120/2500 [21:44<04:40, 1.35it/s] 85%|████████▍ | 2121/2500 [21:45<04:42, 1.34it/s] 85%|████████▍ | 2122/2500 [21:46<04:36, 1.37it/s] 85%|████████▍ | 2123/2500 [21:46<04:31, 1.39it/s] 85%|████████▍ | 2124/2500 [21:47<04:29, 1.40it/s] 85%|████████▌ | 2125/2500 [21:48<04:29, 1.39it/s] 85%|████████▌ | 2126/2500 [21:48<04:27, 1.40it/s] 85%|████████▌ | 2127/2500 [21:49<04:28, 1.39it/s] 85%|████████▌ | 2128/2500 [21:50<04:23, 1.41it/s] 85%|████████▌ | 2129/2500 [21:50<04:23, 1.41it/s] 85%|████████▌ | 2130/2500 [21:51<04:19, 1.42it/s] 85%|████████▌ | 2131/2500 [21:52<04:24, 1.40it/s] 85%|████████▌ | 2132/2500 [21:53<04:19, 1.42it/s] 85%|████████▌ | 2133/2500 [21:53<04:21, 1.40it/s] 85%|████████▌ | 2134/2500 [21:54<04:16, 1.43it/s] 85%|████████▌ | 2135/2500 [21:55<04:15, 1.43it/s] 85%|████████▌ | 2136/2500 [21:55<04:12, 1.44it/s] 85%|████████▌ | 2137/2500 [21:56<04:13, 1.43it/s] 86%|████████▌ | 2138/2500 [21:57<04:10, 1.44it/s] 86%|████████▌ | 2139/2500 [21:57<04:12, 1.43it/s] 86%|████████▌ | 2140/2500 [21:58<04:09, 1.44it/s] 86%|████████▌ | 2141/2500 [21:59<04:10, 1.43it/s] 86%|████████▌ | 2142/2500 [22:00<04:07, 1.45it/s] 86%|████████▌ | 2143/2500 [22:00<04:08, 1.44it/s] 86%|████████▌ | 2144/2500 [22:01<04:08, 1.43it/s] 86%|████████▌ | 2145/2500 [22:02<04:10, 1.42it/s] 86%|████████▌ | 2146/2500 [22:02<04:08, 1.42it/s] 86%|████████▌ | 2147/2500 [22:03<04:08, 1.42it/s] 86%|████████▌ | 2148/2500 [22:04<04:04, 1.44it/s] 86%|████████▌ | 2149/2500 [22:04<04:04, 1.43it/s] 86%|████████▌ | 2150/2500 [22:05<04:02, 1.44it/s] 86%|████████▌ | 2151/2500 [22:06<04:03, 1.43it/s] 86%|████████▌ | 2152/2500 [22:07<04:00, 1.45it/s] 86%|████████▌ | 2153/2500 [22:07<04:00, 1.45it/s] 86%|████████▌ | 2154/2500 [22:08<04:01, 1.43it/s] 86%|████████▌ | 2155/2500 [22:09<04:03, 1.42it/s] 86%|████████▌ | 2156/2500 [22:09<04:02, 1.42it/s] 86%|████████▋ | 2157/2500 [22:10<04:00, 1.42it/s] 86%|████████▋ | 2158/2500 [22:11<03:58, 1.43it/s] 86%|████████▋ | 2159/2500 [22:11<03:59, 1.43it/s] 86%|████████▋ | 2160/2500 [22:12<03:58, 1.43it/s] 86%|████████▋ | 2161/2500 [22:13<04:02, 1.40it/s] 86%|████████▋ | 2162/2500 [22:14<03:59, 1.41it/s] 87%|████████▋ | 2163/2500 [22:14<03:57, 1.42it/s] 87%|████████▋ | 2164/2500 [22:15<03:55, 1.42it/s] 87%|████████▋ | 2165/2500 [22:16<03:56, 1.42it/s] 87%|████████▋ | 2166/2500 [22:16<03:55, 1.42it/s] 87%|████████▋ | 2167/2500 [22:17<03:55, 1.42it/s] 87%|████████▋ | 2168/2500 [22:18<03:56, 1.40it/s] 87%|████████▋ | 2169/2500 [22:19<03:58, 1.39it/s] 87%|████████▋ | 2170/2500 [22:19<03:52, 1.42it/s] 87%|████████▋ | 2171/2500 [22:20<03:52, 1.42it/s] 87%|████████▋ | 2172/2500 [22:21<03:48, 1.43it/s] 87%|████████▋ | 2173/2500 [22:21<03:53, 1.40it/s] 87%|████████▋ | 2174/2500 [22:22<03:48, 1.43it/s] 87%|████████▋ | 2175/2500 [22:23<03:51, 1.40it/s] 87%|████████▋ | 2176/2500 [22:23<03:49, 1.41it/s] 87%|████████▋ | 2177/2500 [22:24<03:48, 1.41it/s] 87%|████████▋ | 2178/2500 [22:25<03:45, 1.42it/s] 87%|████████▋ | 2179/2500 [22:26<03:46, 1.42it/s] 87%|████████▋ | 2180/2500 [22:26<03:45, 1.42it/s] 87%|████████▋ | 2181/2500 [22:27<03:47, 1.40it/s] 87%|████████▋ | 2182/2500 [22:28<03:44, 1.42it/s] 87%|████████▋ | 2183/2500 [22:28<03:44, 1.41it/s] 87%|████████▋ | 2184/2500 [22:29<03:42, 1.42it/s] 87%|████████▋ | 2185/2500 [22:30<03:46, 1.39it/s] 87%|████████▋ | 2186/2500 [22:31<03:39, 1.43it/s] 87%|████████▋ | 2187/2500 [22:31<03:38, 1.43it/s] 88%|████████▊ | 2188/2500 [22:32<03:36, 1.44it/s] 88%|████████▊ | 2189/2500 [22:33<03:38, 1.42it/s] 88%|████████▊ | 2190/2500 [22:33<03:36, 1.43it/s] 88%|████████▊ | 2191/2500 [22:34<03:36, 1.42it/s] 88%|████████▊ | 2192/2500 [22:35<03:34, 1.43it/s] 88%|████████▊ | 2193/2500 [22:35<03:36, 1.42it/s] 88%|████████▊ | 2194/2500 [22:36<03:33, 1.43it/s] 88%|████████▊ | 2195/2500 [22:37<03:33, 1.43it/s] 88%|████████▊ | 2196/2500 [22:38<03:36, 1.41it/s] 88%|████████▊ | 2197/2500 [22:38<03:37, 1.39it/s] 88%|████████▊ | 2198/2500 [22:39<03:33, 1.41it/s] 88%|████████▊ | 2199/2500 [22:40<03:34, 1.41it/s] 88%|████████▊ | 2200/2500 [22:40<03:32, 1.41it/s] 88%|████████▊ | 2201/2500 [22:41<03:33, 1.40it/s] 88%|████████▊ | 2202/2500 [22:42<03:31, 1.41it/s] 88%|████████▊ | 2203/2500 [22:43<03:31, 1.40it/s] 88%|████████▊ | 2204/2500 [22:43<03:30, 1.41it/s] 88%|████████▊ | 2205/2500 [22:44<03:34, 1.38it/s] 88%|████████▊ | 2206/2500 [22:45<03:31, 1.39it/s] 88%|████████▊ | 2207/2500 [22:45<03:30, 1.39it/s] 88%|████████▊ | 2208/2500 [22:46<03:28, 1.40it/s] 88%|████████▊ | 2209/2500 [22:47<03:29, 1.39it/s] 88%|████████▊ | 2210/2500 [22:48<03:27, 1.40it/s] 88%|████████▊ | 2211/2500 [22:48<03:26, 1.40it/s] 88%|████████▊ | 2212/2500 [22:49<03:25, 1.40it/s] 89%|████████▊ | 2213/2500 [22:50<03:29, 1.37it/s] 89%|████████▊ | 2214/2500 [22:51<03:28, 1.37it/s] 89%|████████▊ | 2215/2500 [22:51<03:35, 1.32it/s] 89%|████████▊ | 2216/2500 [22:52<03:30, 1.35it/s] 89%|████████▊ | 2217/2500 [22:53<03:29, 1.35it/s] 89%|████████▊ | 2218/2500 [22:53<03:26, 1.36it/s] 89%|████████▉ | 2219/2500 [22:54<03:25, 1.37it/s] 89%|████████▉ | 2220/2500 [22:55<03:21, 1.39it/s] 89%|████████▉ | 2221/2500 [22:56<03:22, 1.38it/s] 89%|████████▉ | 2222/2500 [22:56<03:15, 1.42it/s] 89%|████████▉ | 2223/2500 [22:57<03:15, 1.42it/s] 89%|████████▉ | 2224/2500 [22:58<03:16, 1.41it/s] 89%|████████▉ | 2225/2500 [22:58<03:15, 1.41it/s] 89%|████████▉ | 2226/2500 [22:59<03:16, 1.40it/s] 89%|████████▉ | 2227/2500 [23:00<03:16, 1.39it/s] 89%|████████▉ | 2228/2500 [23:01<03:14, 1.40it/s] 89%|████████▉ | 2229/2500 [23:01<03:17, 1.37it/s] 89%|████████▉ | 2230/2500 [23:02<03:15, 1.38it/s] 89%|████████▉ | 2231/2500 [23:03<03:16, 1.37it/s] 89%|████████▉ | 2232/2500 [23:04<03:13, 1.39it/s] 89%|████████▉ | 2233/2500 [23:04<03:11, 1.40it/s] 89%|████████▉ | 2234/2500 [23:05<03:10, 1.40it/s] 89%|████████▉ | 2235/2500 [23:06<03:08, 1.40it/s] 89%|████████▉ | 2236/2500 [23:06<03:03, 1.44it/s] 89%|████████▉ | 2237/2500 [23:07<03:05, 1.42it/s] 90%|████████▉ | 2238/2500 [23:08<03:03, 1.43it/s] 90%|████████▉ | 2239/2500 [23:08<03:05, 1.41it/s] 90%|████████▉ | 2240/2500 [23:09<03:04, 1.41it/s] 90%|████████▉ | 2241/2500 [23:10<03:03, 1.41it/s] 90%|████████▉ | 2242/2500 [23:11<03:00, 1.43it/s] 90%|████████▉ | 2243/2500 [23:11<03:02, 1.41it/s] 90%|████████▉ | 2244/2500 [23:12<02:59, 1.43it/s] 90%|████████▉ | 2245/2500 [23:13<03:00, 1.42it/s] 90%|████████▉ | 2246/2500 [23:13<02:59, 1.41it/s] 90%|████████▉ | 2247/2500 [23:14<02:58, 1.42it/s] 90%|████████▉ | 2248/2500 [23:15<02:58, 1.41it/s] 90%|████████▉ | 2249/2500 [23:16<02:58, 1.41it/s] 90%|█████████ | 2250/2500 [23:16<02:57, 1.41it/s] 90%|█████████ | 2251/2500 [23:17<02:57, 1.40it/s] 90%|█████████ | 2252/2500 [23:18<02:54, 1.42it/s] 90%|█████████ | 2253/2500 [23:18<02:55, 1.41it/s] 90%|█████████ | 2254/2500 [23:19<02:53, 1.42it/s] 90%|█████████ | 2255/2500 [23:20<02:54, 1.40it/s] 90%|█████████ | 2256/2500 [23:20<02:54, 1.40it/s] 90%|█████████ | 2257/2500 [23:21<02:55, 1.38it/s] 90%|█████████ | 2258/2500 [23:22<02:52, 1.40it/s] 90%|█████████ | 2259/2500 [23:23<02:51, 1.40it/s] 90%|█████████ | 2260/2500 [23:23<02:47, 1.44it/s] 90%|█████████ | 2261/2500 [23:24<02:55, 1.36it/s] 90%|█████████ | 2262/2500 [23:25<02:52, 1.38it/s] 91%|█████████ | 2263/2500 [23:26<02:50, 1.39it/s] 91%|█████████ | 2264/2500 [23:26<02:46, 1.42it/s] 91%|█████████ | 2265/2500 [23:27<02:50, 1.38it/s] 91%|█████████ | 2266/2500 [23:28<02:48, 1.39it/s] 91%|█████████ | 2267/2500 [23:28<02:49, 1.38it/s] 91%|█████████ | 2268/2500 [23:29<02:47, 1.39it/s] 91%|█████████ | 2269/2500 [23:30<02:48, 1.37it/s] 91%|█████████ | 2270/2500 [23:31<02:46, 1.38it/s] 91%|█████████ | 2271/2500 [23:31<02:48, 1.36it/s] 91%|█████████ | 2272/2500 [23:32<02:46, 1.37it/s] 91%|█████████ | 2273/2500 [23:33<02:46, 1.37it/s] 91%|█████████ | 2274/2500 [23:33<02:41, 1.40it/s] 91%|█████████ | 2275/2500 [23:34<02:42, 1.39it/s] 91%|█████████ | 2276/2500 [23:35<02:40, 1.40it/s] 91%|█████████ | 2277/2500 [23:36<02:40, 1.39it/s] 91%|█████████ | 2278/2500 [23:36<02:41, 1.37it/s] 91%|█████████ | 2279/2500 [23:37<02:41, 1.37it/s] 91%|█████████ | 2280/2500 [23:38<02:38, 1.39it/s] 91%|█████████ | 2281/2500 [23:39<02:36, 1.40it/s] 91%|█████████▏| 2282/2500 [23:39<02:36, 1.39it/s] 91%|█████████▏| 2283/2500 [23:40<02:36, 1.39it/s] 91%|█████████▏| 2284/2500 [23:41<02:34, 1.40it/s] 91%|█████████▏| 2285/2500 [23:41<02:35, 1.38it/s] 91%|█████████▏| 2286/2500 [23:42<02:31, 1.41it/s] 91%|█████████▏| 2287/2500 [23:43<02:32, 1.39it/s] 92%|█████████▏| 2288/2500 [23:44<02:28, 1.42it/s] 92%|█████████▏| 2289/2500 [23:44<02:29, 1.41it/s] 92%|█████████▏| 2290/2500 [23:45<02:28, 1.42it/s] 92%|█████████▏| 2291/2500 [23:46<02:34, 1.36it/s] 92%|█████████▏| 2292/2500 [23:46<02:29, 1.39it/s] 92%|█████████▏| 2293/2500 [23:47<02:32, 1.36it/s] 92%|█████████▏| 2294/2500 [23:48<02:32, 1.35it/s] 92%|█████████▏| 2295/2500 [23:49<02:33, 1.33it/s] 92%|█████████▏| 2296/2500 [23:50<02:37, 1.29it/s] 92%|█████████▏| 2297/2500 [23:50<02:37, 1.28it/s] 92%|█████████▏| 2298/2500 [23:51<02:31, 1.33it/s] 92%|█████████▏| 2299/2500 [23:52<02:29, 1.35it/s] 92%|█████████▏| 2300/2500 [23:52<02:25, 1.38it/s] 92%|█████████▏| 2301/2500 [23:53<02:23, 1.38it/s] 92%|█████████▏| 2302/2500 [23:54<02:20, 1.41it/s] 92%|█████████▏| 2303/2500 [23:55<02:19, 1.41it/s] 92%|█████████▏| 2304/2500 [23:55<02:17, 1.42it/s] 92%|█████████▏| 2305/2500 [23:56<02:17, 1.42it/s] 92%|█████████▏| 2306/2500 [23:57<02:15, 1.43it/s] 92%|█████████▏| 2307/2500 [23:57<02:16, 1.41it/s] 92%|█████████▏| 2308/2500 [23:58<02:15, 1.42it/s] 92%|█████████▏| 2309/2500 [23:59<02:16, 1.40it/s] 92%|█████████▏| 2310/2500 [23:59<02:13, 1.42it/s] 92%|█████████▏| 2311/2500 [24:00<02:13, 1.42it/s] 92%|█████████▏| 2312/2500 [24:01<02:11, 1.43it/s] 93%|█████████▎| 2313/2500 [24:02<02:11, 1.42it/s] 93%|█████████▎| 2314/2500 [24:02<02:08, 1.45it/s] 93%|█████████▎| 2315/2500 [24:03<02:10, 1.42it/s] 93%|█████████▎| 2316/2500 [24:04<02:07, 1.44it/s] 93%|█████████▎| 2317/2500 [24:04<02:08, 1.42it/s] 93%|█████████▎| 2318/2500 [24:05<02:07, 1.43it/s] 93%|█████████▎| 2319/2500 [24:06<02:07, 1.42it/s] 93%|█████████▎| 2320/2500 [24:06<02:04, 1.44it/s] 93%|█████████▎| 2321/2500 [24:07<02:06, 1.41it/s] 93%|█████████▎| 2322/2500 [24:08<02:03, 1.44it/s] 93%|█████████▎| 2323/2500 [24:09<02:05, 1.41it/s] 93%|█████████▎| 2324/2500 [24:09<02:04, 1.42it/s] 93%|█████████▎| 2325/2500 [24:10<02:05, 1.40it/s] 93%|█████████▎| 2326/2500 [24:11<02:03, 1.41it/s] 93%|█████████▎| 2327/2500 [24:11<02:03, 1.41it/s] 93%|█████████▎| 2328/2500 [24:12<02:00, 1.43it/s] 93%|█████████▎| 2329/2500 [24:13<01:59, 1.43it/s] 93%|█████████▎| 2330/2500 [24:13<01:58, 1.44it/s] 93%|█████████▎| 2331/2500 [24:14<01:59, 1.42it/s] 93%|█████████▎| 2332/2500 [24:15<01:57, 1.42it/s] 93%|█████████▎| 2333/2500 [24:16<01:59, 1.40it/s] 93%|█████████▎| 2334/2500 [24:16<01:57, 1.41it/s] 93%|█████████▎| 2335/2500 [24:17<02:01, 1.36it/s] 93%|█████████▎| 2336/2500 [24:18<01:58, 1.38it/s] 93%|█████████▎| 2337/2500 [24:19<01:59, 1.36it/s] 94%|█████████▎| 2338/2500 [24:19<01:56, 1.39it/s] 94%|█████████▎| 2339/2500 [24:20<01:56, 1.38it/s] 94%|█████████▎| 2340/2500 [24:21<01:54, 1.39it/s] 94%|█████████▎| 2341/2500 [24:21<01:54, 1.39it/s] 94%|█████████▎| 2342/2500 [24:22<01:52, 1.40it/s] 94%|█████████▎| 2343/2500 [24:23<01:53, 1.39it/s] 94%|█████████▍| 2344/2500 [24:24<01:52, 1.39it/s] 94%|█████████▍| 2345/2500 [24:24<01:52, 1.38it/s] 94%|█████████▍| 2346/2500 [24:25<01:51, 1.38it/s] 94%|█████████▍| 2347/2500 [24:26<01:52, 1.36it/s] 94%|█████████▍| 2348/2500 [24:27<01:50, 1.37it/s] 94%|█████████▍| 2349/2500 [24:27<01:52, 1.35it/s] 94%|█████████▍| 2350/2500 [24:28<01:49, 1.37it/s] 94%|█████████▍| 2351/2500 [24:29<01:49, 1.36it/s] 94%|█████████▍| 2352/2500 [24:29<01:47, 1.38it/s] 94%|█████████▍| 2353/2500 [24:30<01:47, 1.37it/s] 94%|█████████▍| 2354/2500 [24:31<01:44, 1.40it/s] 94%|█████████▍| 2355/2500 [24:32<01:44, 1.38it/s] 94%|█████████▍| 2356/2500 [24:32<01:41, 1.41it/s] 94%|█████████▍| 2357/2500 [24:33<01:41, 1.41it/s] 94%|█████████▍| 2358/2500 [24:34<01:40, 1.42it/s] 94%|█████████▍| 2359/2500 [24:34<01:40, 1.41it/s] 94%|█████████▍| 2360/2500 [24:35<01:38, 1.43it/s] 94%|█████████▍| 2361/2500 [24:36<01:38, 1.41it/s] 94%|█████████▍| 2362/2500 [24:37<01:40, 1.37it/s] 95%|█████████▍| 2363/2500 [24:37<01:39, 1.38it/s] 95%|█████████▍| 2364/2500 [24:38<01:36, 1.41it/s] 95%|█████████▍| 2365/2500 [24:39<01:36, 1.39it/s] 95%|█████████▍| 2366/2500 [24:39<01:34, 1.41it/s] 95%|█████████▍| 2367/2500 [24:40<01:35, 1.40it/s] 95%|█████████▍| 2368/2500 [24:41<01:35, 1.38it/s] 95%|█████████▍| 2369/2500 [24:42<01:35, 1.38it/s] 95%|█████████▍| 2370/2500 [24:42<01:33, 1.40it/s] 95%|█████████▍| 2371/2500 [24:43<01:33, 1.39it/s] 95%|█████████▍| 2372/2500 [24:44<01:32, 1.39it/s] 95%|█████████▍| 2373/2500 [24:45<01:31, 1.38it/s] 95%|█████████▍| 2374/2500 [24:45<01:30, 1.39it/s] 95%|█████████▌| 2375/2500 [24:46<01:30, 1.39it/s] 95%|█████████▌| 2376/2500 [24:47<01:27, 1.42it/s] 95%|█████████▌| 2377/2500 [24:47<01:27, 1.41it/s] 95%|█████████▌| 2378/2500 [24:48<01:25, 1.42it/s] 95%|█████████▌| 2379/2500 [24:49<01:26, 1.40it/s] 95%|█████████▌| 2380/2500 [24:49<01:25, 1.41it/s] 95%|█████████▌| 2381/2500 [24:50<01:25, 1.39it/s] 95%|█████████▌| 2382/2500 [24:51<01:24, 1.40it/s] 95%|█████████▌| 2383/2500 [24:52<01:23, 1.41it/s] 95%|█████████▌| 2384/2500 [24:52<01:20, 1.43it/s] 95%|█████████▌| 2385/2500 [24:53<01:20, 1.43it/s] 95%|█████████▌| 2386/2500 [24:54<01:19, 1.44it/s] 95%|█████████▌| 2387/2500 [24:54<01:19, 1.42it/s] 96%|█████████▌| 2388/2500 [24:55<01:17, 1.44it/s] 96%|█████████▌| 2389/2500 [24:56<01:19, 1.40it/s] 96%|█████████▌| 2390/2500 [24:57<01:19, 1.39it/s] 96%|█████████▌| 2391/2500 [24:57<01:20, 1.36it/s] 96%|█████████▌| 2392/2500 [24:58<01:17, 1.40it/s] 96%|█████████▌| 2393/2500 [24:59<01:17, 1.38it/s] 96%|█████████▌| 2394/2500 [24:59<01:17, 1.37it/s] 96%|█████████▌| 2395/2500 [25:00<01:16, 1.36it/s] 96%|█████████▌| 2396/2500 [25:01<01:15, 1.37it/s] 96%|█████████▌| 2397/2500 [25:02<01:15, 1.36it/s] 96%|█████████▌| 2398/2500 [25:02<01:13, 1.38it/s] 96%|█████████▌| 2399/2500 [25:03<01:13, 1.37it/s] 96%|█████████▌| 2400/2500 [25:04<01:11, 1.40it/s] 96%|█████████▌| 2401/2500 [25:05<01:11, 1.38it/s] 96%|█████████▌| 2402/2500 [25:05<01:08, 1.42it/s] 96%|█████████▌| 2403/2500 [25:06<01:08, 1.41it/s] 96%|█████████▌| 2404/2500 [25:07<01:06, 1.44it/s] 96%|█████████▌| 2405/2500 [25:07<01:07, 1.40it/s] 96%|█████████▌| 2406/2500 [25:08<01:05, 1.43it/s] 96%|█████████▋| 2407/2500 [25:09<01:07, 1.39it/s] 96%|█████████▋| 2408/2500 [25:09<01:04, 1.42it/s] 96%|█████████▋| 2409/2500 [25:10<01:04, 1.42it/s] 96%|█████████▋| 2410/2500 [25:11<01:03, 1.42it/s] 96%|█████████▋| 2411/2500 [25:12<01:03, 1.41it/s] 96%|█████████▋| 2412/2500 [25:12<01:01, 1.43it/s] 97%|█████████▋| 2413/2500 [25:13<01:01, 1.41it/s] 97%|█████████▋| 2414/2500 [25:14<01:00, 1.43it/s] 97%|█████████▋| 2415/2500 [25:14<01:00, 1.40it/s] 97%|█████████▋| 2416/2500 [25:15<00:59, 1.41it/s] 97%|█████████▋| 2417/2500 [25:16<00:59, 1.39it/s] 97%|█████████▋| 2418/2500 [25:17<00:58, 1.41it/s] 97%|█████████▋| 2419/2500 [25:17<01:00, 1.34it/s] 97%|█████████▋| 2420/2500 [25:18<00:58, 1.38it/s] 97%|█████████▋| 2421/2500 [25:19<00:57, 1.37it/s] 97%|█████████▋| 2422/2500 [25:20<00:56, 1.39it/s] 97%|█████████▋| 2423/2500 [25:20<00:55, 1.39it/s] 97%|█████████▋| 2424/2500 [25:21<00:53, 1.41it/s] 97%|█████████▋| 2425/2500 [25:22<00:53, 1.41it/s] 97%|█████████▋| 2426/2500 [25:22<00:52, 1.40it/s] 97%|█████████▋| 2427/2500 [25:23<00:53, 1.36it/s] 97%|█████████▋| 2428/2500 [25:24<00:55, 1.29it/s] 97%|█████████▋| 2429/2500 [25:25<00:55, 1.28it/s] 97%|█████████▋| 2430/2500 [25:26<00:55, 1.27it/s] 97%|█████████▋| 2431/2500 [25:26<00:53, 1.28it/s] 97%|█████████▋| 2432/2500 [25:27<00:52, 1.30it/s] 97%|█████████▋| 2433/2500 [25:28<00:52, 1.28it/s] 97%|█████████▋| 2434/2500 [25:29<00:50, 1.32it/s] 97%|█████████▋| 2435/2500 [25:29<00:50, 1.28it/s] 97%|█████████▋| 2436/2500 [25:30<00:48, 1.31it/s] 97%|█████████▋| 2437/2500 [25:31<00:47, 1.31it/s] 98%|█████████▊| 2438/2500 [25:32<00:45, 1.37it/s] 98%|█████████▊| 2439/2500 [25:32<00:45, 1.35it/s] 98%|█████████▊| 2440/2500 [25:33<00:43, 1.37it/s] 98%|█████████▊| 2441/2500 [25:34<00:43, 1.37it/s] 98%|█████████▊| 2442/2500 [25:34<00:41, 1.40it/s] 98%|█████████▊| 2443/2500 [25:35<00:41, 1.38it/s] 98%|█████████▊| 2444/2500 [25:36<00:40, 1.40it/s] 98%|█████████▊| 2445/2500 [25:37<00:39, 1.40it/s] 98%|█████████▊| 2446/2500 [25:37<00:38, 1.40it/s] 98%|█████████▊| 2447/2500 [25:38<00:38, 1.39it/s] 98%|█████████▊| 2448/2500 [25:39<00:36, 1.42it/s] 98%|█████████▊| 2449/2500 [25:40<00:36, 1.39it/s] 98%|█████████▊| 2450/2500 [25:40<00:35, 1.41it/s] 98%|█████████▊| 2451/2500 [25:41<00:35, 1.39it/s] 98%|█████████▊| 2452/2500 [25:42<00:33, 1.42it/s] 98%|█████████▊| 2453/2500 [25:42<00:33, 1.42it/s] 98%|█████████▊| 2454/2500 [25:43<00:32, 1.43it/s] 98%|█████████▊| 2455/2500 [25:44<00:31, 1.42it/s] 98%|█████████▊| 2456/2500 [25:44<00:30, 1.45it/s] 98%|█████████▊| 2457/2500 [25:45<00:30, 1.41it/s] 98%|█████████▊| 2458/2500 [25:46<00:29, 1.43it/s] 98%|█████████▊| 2459/2500 [25:47<00:29, 1.41it/s] 98%|█████████▊| 2460/2500 [25:47<00:28, 1.42it/s] 98%|█████████▊| 2461/2500 [25:48<00:28, 1.38it/s] 98%|█████████▊| 2462/2500 [25:49<00:27, 1.40it/s] 99%|█████████▊| 2463/2500 [25:49<00:26, 1.37it/s] 99%|█████████▊| 2464/2500 [25:50<00:25, 1.42it/s] 99%|█████████▊| 2465/2500 [25:51<00:24, 1.42it/s] 99%|█████████▊| 2466/2500 [25:51<00:23, 1.44it/s] 99%|█████████▊| 2467/2500 [25:52<00:23, 1.42it/s] 99%|█████████▊| 2468/2500 [25:53<00:22, 1.41it/s] 99%|█████████▉| 2469/2500 [25:54<00:22, 1.38it/s] 99%|█████████▉| 2470/2500 [25:54<00:21, 1.37it/s] 99%|█████████▉| 2471/2500 [25:55<00:21, 1.33it/s] 99%|█████████▉| 2472/2500 [25:56<00:20, 1.35it/s] 99%|█████████▉| 2473/2500 [25:57<00:20, 1.34it/s] 99%|█████████▉| 2474/2500 [25:57<00:19, 1.34it/s] 99%|█████████▉| 2475/2500 [25:58<00:18, 1.34it/s] 99%|█████████▉| 2476/2500 [25:59<00:18, 1.31it/s] 99%|█████████▉| 2477/2500 [26:00<00:17, 1.32it/s] 99%|█████████▉| 2478/2500 [26:00<00:16, 1.32it/s] 99%|█████████▉| 2479/2500 [26:01<00:15, 1.33it/s] 99%|█████████▉| 2480/2500 [26:02<00:14, 1.37it/s] 99%|█████████▉| 2481/2500 [26:03<00:14, 1.35it/s] 99%|█████████▉| 2482/2500 [26:03<00:13, 1.38it/s] 99%|█████████▉| 2483/2500 [26:04<00:12, 1.38it/s] 99%|█████████▉| 2484/2500 [26:05<00:11, 1.39it/s] 99%|█████████▉| 2485/2500 [26:06<00:10, 1.39it/s] 99%|█████████▉| 2486/2500 [26:06<00:09, 1.42it/s] 99%|█████████▉| 2487/2500 [26:07<00:09, 1.39it/s] 100%|█████████▉| 2488/2500 [26:08<00:08, 1.40it/s] 100%|█████████▉| 2489/2500 [26:08<00:08, 1.36it/s] 100%|█████████▉| 2490/2500 [26:09<00:08, 1.25it/s] 100%|█████████▉| 2491/2500 [26:10<00:07, 1.27it/s] 100%|█████████▉| 2492/2500 [26:11<00:06, 1.33it/s] 100%|█████████▉| 2493/2500 [26:12<00:05, 1.35it/s] 100%|█████████▉| 2494/2500 [26:12<00:04, 1.39it/s] 100%|█████████▉| 2495/2500 [26:13<00:03, 1.37it/s] 100%|█████████▉| 2496/2500 [26:14<00:02, 1.40it/s] 100%|█████████▉| 2497/2500 [26:14<00:02, 1.37it/s] 100%|█████████▉| 2498/2500 [26:15<00:01, 1.39it/s] 100%|█████████▉| 2499/2500 [26:16<00:00, 1.36it/s] 100%|██████████| 2500/2500 [26:17<00:00, 1.39it/s]