In [1]:
import numpy as np
import matplotlib.pyplot as plt
import cv2
import glob
from moviepy.editor import VideoFileClip
from IPython.display import HTML
%matplotlib inline
import keras
from keras.models import Sequential
from keras.layers.convolutional import Convolution2D, MaxPooling2D
from keras.layers.advanced_activations import LeakyReLU
from keras.layers.core import Flatten, Dense, Activation, Reshape
from utils import load_weights, Box, yolo_net_out_to_car_boxes, draw_box
Using TensorFlow backend.
In [2]:
WorkingDir = '/media/feliz/Safira/GitHub/Gridkey/Car-Detection/'
In [3]:
keras.backend.set_image_dim_ordering('th')
In [4]:
model = Sequential()
model.add(Convolution2D(16, 3, 3,input_shape=(3,448,448),border_mode='same',subsample=(1,1)))
model.add(LeakyReLU(alpha=0.1))
model.add(MaxPooling2D(pool_size=(2, 2)))
model.add(Convolution2D(32,3,3 ,border_mode='same'))
model.add(LeakyReLU(alpha=0.1))
model.add(MaxPooling2D(pool_size=(2, 2),border_mode='valid'))
model.add(Convolution2D(64,3,3 ,border_mode='same'))
model.add(LeakyReLU(alpha=0.1))
model.add(MaxPooling2D(pool_size=(2, 2),border_mode='valid'))
model.add(Convolution2D(128,3,3 ,border_mode='same'))
model.add(LeakyReLU(alpha=0.1))
model.add(MaxPooling2D(pool_size=(2, 2),border_mode='valid'))
model.add(Convolution2D(256,3,3 ,border_mode='same'))
model.add(LeakyReLU(alpha=0.1))
model.add(MaxPooling2D(pool_size=(2, 2),border_mode='valid'))
model.add(Convolution2D(512,3,3 ,border_mode='same'))
model.add(LeakyReLU(alpha=0.1))
model.add(MaxPooling2D(pool_size=(2, 2),border_mode='valid'))
model.add(Convolution2D(1024,3,3 ,border_mode='same'))
model.add(LeakyReLU(alpha=0.1))
model.add(Convolution2D(1024,3,3 ,border_mode='same'))
model.add(LeakyReLU(alpha=0.1))
model.add(Convolution2D(1024,3,3 ,border_mode='same'))
model.add(LeakyReLU(alpha=0.1))
model.add(Flatten())
model.add(Dense(256))
model.add(Dense(4096))
model.add(LeakyReLU(alpha=0.1))
model.add(Dense(1470))
# model.summary()
In [5]:
load_weights(model,WorkingDir+'tiny-yolo.mod.weights')
# load_weights(model,'tiny-yolo.weights')
In [7]:
imagePath = WorkingDir+'Testing/Images/004.jpg'
image = plt.imread(imagePath)
image_crop = image[300:650,500:,:]
resized = cv2.resize(image_crop,(448,448))
batch = np.transpose(resized,(2,0,1))
batch = 2*(batch/255.) - 1
batch = np.expand_dims(batch, axis=0)
out = model.predict(batch)
boxes = yolo_net_out_to_car_boxes(out[0], threshold = 0.17)
f,(ax1,ax2) = plt.subplots(1,2,figsize=(16,6))
ax1.imshow(image)
ax2.imshow(draw_box(boxes,plt.imread(imagePath),[[500,1280],[300,650]]))
ax2.text(1200,100,str(len(boxes)),FontSize = 25, Color = 'yellow', FontWeight = 'bold')
with open(WorkingDir+'Output/VechileCOunt.txt', 'w') as f:
f.write(str(len(boxes)))
In [31]:
images = [plt.imread(file) for file in glob.glob(WorkingDir+'Testing/Images/*.jpg')]
batch = np.array([np.transpose(cv2.resize(image[300:650,500:,:],(448,448)),(2,0,1))
for image in images])
batch = 2*(batch/255.) - 1
out = model.predict(batch)
f,((ax1,ax2),(ax3,ax4),(ax5,ax6)) = plt.subplots(3,2,figsize=(11,10))
for i,ax in zip(range(len(batch)),[ax1,ax2,ax3,ax4,ax5,ax6]):
boxes = yolo_net_out_to_car_boxes(out[i], threshold = 0.17)
ax.imshow(draw_box(boxes,images[i],[[500,1280],[300,650]]))
ax.text(1200,100,str(len(boxes)),FontSize = 25, Color = 'yellow', FontWeight = 'bold')
In [11]:
def frame_func(image):
crop = image[300:650,500:,:]
resized = cv2.resize(crop,(448,448))
batch = np.array([resized[:,:,0],resized[:,:,1],resized[:,:,2]])
batch = 2*(batch/255.) - 1
batch = np.expand_dims(batch, axis=0)
out = model.predict(batch)
boxes = yolo_net_out_to_car_boxes(out[0], threshold = 0.17)
return draw_box(boxes,image,[[500,1280],[300,650]])
In [14]:
project_video_output = WorkingDir+'Output/Videos/output-4.mp4'
clip1 = VideoFileClip(WorkingDir+'Testing/Videos/4.mp4')
In [ ]:
lane_clip = clip1.fl_image(frame_func)
%time lane_clip.write_videofile(project_video_output, audio=False)
[MoviePy] >>>> Building video /media/feliz/Safira/GitHub/GridKey/Car Detection/Output/Videos/output-4.mp4
[MoviePy] Writing video /media/feliz/Safira/GitHub/GridKey/Car Detection/Output/Videos/output-4.mp4
0%| | 0/1480 [00:00<?, ?it/s]
0%| | 1/1480 [00:01<33:41, 1.37s/it]
0%| | 2/1480 [00:02<33:44, 1.37s/it]
0%| | 3/1480 [00:04<33:45, 1.37s/it]
0%| | 4/1480 [00:05<33:46, 1.37s/it]
0%| | 5/1480 [00:06<33:48, 1.38s/it]
0%| | 6/1480 [00:08<33:44, 1.37s/it]
0%| | 7/1480 [00:09<33:50, 1.38s/it]
1%| | 8/1480 [00:11<33:43, 1.37s/it]
1%| | 9/1480 [00:12<33:41, 1.37s/it]
1%| | 10/1480 [00:13<33:40, 1.37s/it]
1%| | 11/1480 [00:15<33:37, 1.37s/it]
1%| | 12/1480 [00:16<33:39, 1.38s/it]
1%| | 13/1480 [00:17<33:35, 1.37s/it]
1%| | 14/1480 [00:19<33:30, 1.37s/it]
1%| | 15/1480 [00:20<33:32, 1.37s/it]
1%| | 16/1480 [00:21<33:23, 1.37s/it]
1%| | 17/1480 [00:23<33:25, 1.37s/it]
1%| | 18/1480 [00:24<33:26, 1.37s/it]
1%|▏ | 19/1480 [00:26<33:21, 1.37s/it]
1%|▏ | 20/1480 [00:27<33:25, 1.37s/it]
1%|▏ | 21/1480 [00:28<33:22, 1.37s/it]
1%|▏ | 22/1480 [00:30<33:22, 1.37s/it]
2%|▏ | 23/1480 [00:31<33:24, 1.38s/it]
2%|▏ | 24/1480 [00:32<33:16, 1.37s/it]
2%|▏ | 25/1480 [00:34<33:15, 1.37s/it]
2%|▏ | 26/1480 [00:35<33:09, 1.37s/it]
2%|▏ | 27/1480 [00:37<33:06, 1.37s/it]
2%|▏ | 28/1480 [00:38<33:08, 1.37s/it]
2%|▏ | 29/1480 [00:39<33:11, 1.37s/it]
2%|▏ | 30/1480 [00:41<33:10, 1.37s/it]
2%|▏ | 31/1480 [00:42<33:12, 1.38s/it]
2%|▏ | 32/1480 [00:43<33:11, 1.38s/it]
2%|▏ | 33/1480 [00:45<33:14, 1.38s/it]
2%|▏ | 34/1480 [00:46<33:30, 1.39s/it]
2%|▏ | 35/1480 [00:48<33:40, 1.40s/it]
2%|▏ | 36/1480 [00:49<33:27, 1.39s/it]
2%|▎ | 37/1480 [00:50<33:18, 1.39s/it]
3%|▎ | 38/1480 [00:52<33:11, 1.38s/it]
3%|▎ | 39/1480 [00:53<33:07, 1.38s/it]
3%|▎ | 40/1480 [00:55<33:03, 1.38s/it]
3%|▎ | 41/1480 [00:56<33:03, 1.38s/it]
3%|▎ | 42/1480 [00:57<32:58, 1.38s/it]
3%|▎ | 43/1480 [00:59<33:49, 1.41s/it]
3%|▎ | 44/1480 [01:00<33:37, 1.40s/it]
3%|▎ | 45/1480 [01:02<33:20, 1.39s/it]
3%|▎ | 46/1480 [01:03<33:15, 1.39s/it]
3%|▎ | 47/1480 [01:04<33:12, 1.39s/it]
3%|▎ | 48/1480 [01:06<33:22, 1.40s/it]
3%|▎ | 49/1480 [01:07<33:23, 1.40s/it]
3%|▎ | 50/1480 [01:09<33:40, 1.41s/it]
3%|▎ | 51/1480 [01:10<33:38, 1.41s/it]
4%|▎ | 52/1480 [01:11<33:38, 1.41s/it]
4%|▎ | 53/1480 [01:13<33:31, 1.41s/it]
4%|▎ | 54/1480 [01:14<33:36, 1.41s/it]
4%|▎ | 55/1480 [01:16<33:28, 1.41s/it]
4%|▍ | 56/1480 [01:17<33:35, 1.42s/it]
4%|▍ | 57/1480 [01:18<33:29, 1.41s/it]
4%|▍ | 58/1480 [01:20<33:30, 1.41s/it]
4%|▍ | 59/1480 [01:21<33:28, 1.41s/it]
4%|▍ | 60/1480 [01:23<33:33, 1.42s/it]
4%|▍ | 61/1480 [01:24<33:31, 1.42s/it]
4%|▍ | 62/1480 [01:26<33:31, 1.42s/it]
4%|▍ | 63/1480 [01:27<33:20, 1.41s/it]
4%|▍ | 64/1480 [01:28<33:37, 1.42s/it]
4%|▍ | 65/1480 [01:30<33:39, 1.43s/it]
4%|▍ | 66/1480 [01:31<34:00, 1.44s/it]
5%|▍ | 67/1480 [01:33<33:57, 1.44s/it]
5%|▍ | 68/1480 [01:34<33:50, 1.44s/it]
5%|▍ | 69/1480 [01:36<33:33, 1.43s/it]
5%|▍ | 70/1480 [01:37<33:34, 1.43s/it]
5%|▍ | 71/1480 [01:38<33:22, 1.42s/it]
5%|▍ | 72/1480 [01:40<33:17, 1.42s/it]
5%|▍ | 73/1480 [01:41<33:10, 1.42s/it]
5%|▌ | 74/1480 [01:43<33:20, 1.42s/it]
5%|▌ | 75/1480 [01:44<33:16, 1.42s/it]
5%|▌ | 76/1480 [01:46<33:21, 1.43s/it]
5%|▌ | 77/1480 [01:47<33:15, 1.42s/it]
5%|▌ | 78/1480 [01:48<33:17, 1.42s/it]
5%|▌ | 79/1480 [01:50<33:07, 1.42s/it]
5%|▌ | 80/1480 [01:51<33:08, 1.42s/it]
5%|▌ | 81/1480 [01:53<33:02, 1.42s/it]
6%|▌ | 82/1480 [01:54<33:20, 1.43s/it]
6%|▌ | 83/1480 [01:56<33:22, 1.43s/it]
6%|▌ | 84/1480 [01:57<33:31, 1.44s/it]
6%|▌ | 85/1480 [01:58<33:16, 1.43s/it]
6%|▌ | 86/1480 [02:00<33:16, 1.43s/it]
6%|▌ | 87/1480 [02:01<33:06, 1.43s/it]
6%|▌ | 88/1480 [02:03<33:04, 1.43s/it]
6%|▌ | 89/1480 [02:04<32:56, 1.42s/it]
6%|▌ | 90/1480 [02:05<32:57, 1.42s/it]
6%|▌ | 91/1480 [02:07<32:48, 1.42s/it]
6%|▌ | 92/1480 [02:08<32:46, 1.42s/it]
6%|▋ | 93/1480 [02:10<32:41, 1.41s/it]
6%|▋ | 94/1480 [02:11<32:49, 1.42s/it]
6%|▋ | 95/1480 [02:13<32:48, 1.42s/it]
6%|▋ | 96/1480 [02:14<33:12, 1.44s/it]
7%|▋ | 97/1480 [02:16<33:17, 1.44s/it]
7%|▋ | 98/1480 [02:17<33:16, 1.44s/it]
7%|▋ | 99/1480 [02:18<33:07, 1.44s/it]
7%|▋ | 100/1480 [02:20<32:50, 1.43s/it]
7%|▋ | 101/1480 [02:21<32:50, 1.43s/it]
7%|▋ | 102/1480 [02:23<32:39, 1.42s/it]
7%|▋ | 103/1480 [02:24<32:39, 1.42s/it]
7%|▋ | 104/1480 [02:25<32:32, 1.42s/it]
7%|▋ | 105/1480 [02:27<32:34, 1.42s/it]
7%|▋ | 106/1480 [02:28<32:29, 1.42s/it]
7%|▋ | 107/1480 [02:30<32:55, 1.44s/it]
7%|▋ | 108/1480 [02:31<33:07, 1.45s/it]
7%|▋ | 109/1480 [02:33<33:13, 1.45s/it]
7%|▋ | 110/1480 [02:34<32:53, 1.44s/it]
8%|▊ | 111/1480 [02:36<32:51, 1.44s/it]
8%|▊ | 112/1480 [02:37<32:43, 1.44s/it]
8%|▊ | 113/1480 [02:38<32:40, 1.43s/it]
8%|▊ | 114/1480 [02:40<32:26, 1.43s/it]
8%|▊ | 115/1480 [02:41<32:21, 1.42s/it]
8%|▊ | 116/1480 [02:43<32:15, 1.42s/it]
8%|▊ | 117/1480 [02:44<32:19, 1.42s/it]
8%|▊ | 118/1480 [02:46<32:54, 1.45s/it]
8%|▊ | 119/1480 [02:47<32:46, 1.45s/it]
8%|▊ | 120/1480 [02:48<32:46, 1.45s/it]
8%|▊ | 121/1480 [02:50<32:55, 1.45s/it]
8%|▊ | 122/1480 [02:51<32:50, 1.45s/it]
8%|▊ | 123/1480 [02:53<32:54, 1.45s/it]
8%|▊ | 124/1480 [02:54<32:34, 1.44s/it]
8%|▊ | 125/1480 [02:56<32:29, 1.44s/it]
9%|▊ | 126/1480 [02:57<32:15, 1.43s/it]
9%|▊ | 127/1480 [02:59<32:08, 1.43s/it]
9%|▊ | 128/1480 [03:00<32:02, 1.42s/it]
9%|▊ | 129/1480 [03:01<31:57, 1.42s/it]
9%|▉ | 130/1480 [03:03<31:59, 1.42s/it]
9%|▉ | 131/1480 [03:04<31:56, 1.42s/it]
9%|▉ | 132/1480 [03:06<32:12, 1.43s/it]
9%|▉ | 133/1480 [03:07<32:04, 1.43s/it]
9%|▉ | 134/1480 [03:09<32:02, 1.43s/it]
9%|▉ | 135/1480 [03:10<32:08, 1.43s/it]
9%|▉ | 136/1480 [03:11<32:25, 1.45s/it]
9%|▉ | 137/1480 [03:13<32:25, 1.45s/it]
9%|▉ | 138/1480 [03:14<32:13, 1.44s/it]
9%|▉ | 139/1480 [03:16<31:58, 1.43s/it]
9%|▉ | 140/1480 [03:17<31:59, 1.43s/it]
10%|▉ | 141/1480 [03:19<31:47, 1.42s/it]
10%|▉ | 142/1480 [03:20<31:59, 1.43s/it]
10%|▉ | 143/1480 [03:21<31:48, 1.43s/it]
10%|▉ | 144/1480 [03:23<31:48, 1.43s/it]
10%|▉ | 145/1480 [03:24<31:37, 1.42s/it]
10%|▉ | 146/1480 [03:26<31:31, 1.42s/it]
10%|▉ | 147/1480 [03:27<31:39, 1.42s/it]
10%|█ | 148/1480 [03:29<31:31, 1.42s/it]
10%|█ | 149/1480 [03:30<31:36, 1.42s/it]
10%|█ | 150/1480 [03:31<31:49, 1.44s/it]
10%|█ | 151/1480 [03:33<31:45, 1.43s/it]
10%|█ | 152/1480 [03:34<31:38, 1.43s/it]
10%|█ | 153/1480 [03:36<31:26, 1.42s/it]
10%|█ | 154/1480 [03:37<31:28, 1.42s/it]
10%|█ | 155/1480 [03:39<31:16, 1.42s/it]
11%|█ | 156/1480 [03:40<31:13, 1.42s/it]
11%|█ | 157/1480 [03:41<31:04, 1.41s/it]
11%|█ | 158/1480 [03:43<31:05, 1.41s/it]
11%|█ | 159/1480 [03:44<31:00, 1.41s/it]
11%|█ | 160/1480 [03:46<30:59, 1.41s/it]
11%|█ | 161/1480 [03:47<30:50, 1.40s/it]
11%|█ | 162/1480 [03:48<30:52, 1.41s/it]
11%|█ | 163/1480 [03:50<30:46, 1.40s/it]
11%|█ | 164/1480 [03:51<30:52, 1.41s/it]
11%|█ | 165/1480 [03:53<30:41, 1.40s/it]
11%|█ | 166/1480 [03:54<31:09, 1.42s/it]
11%|█▏ | 167/1480 [03:55<31:10, 1.42s/it]
11%|█▏ | 168/1480 [03:57<31:16, 1.43s/it]
11%|█▏ | 169/1480 [03:58<31:00, 1.42s/it]
11%|█▏ | 170/1480 [04:00<30:54, 1.42s/it]
12%|█▏ | 171/1480 [04:01<30:48, 1.41s/it]
12%|█▏ | 172/1480 [04:03<30:49, 1.41s/it]
12%|█▏ | 173/1480 [04:04<30:43, 1.41s/it]
12%|█▏ | 174/1480 [04:05<30:48, 1.42s/it]
12%|█▏ | 175/1480 [04:07<30:38, 1.41s/it]
12%|█▏ | 176/1480 [04:08<30:41, 1.41s/it]
12%|█▏ | 177/1480 [04:10<30:38, 1.41s/it]
12%|█▏ | 178/1480 [04:11<30:36, 1.41s/it]
12%|█▏ | 179/1480 [04:12<30:35, 1.41s/it]
12%|█▏ | 180/1480 [04:14<30:36, 1.41s/it]
12%|█▏ | 181/1480 [04:15<30:30, 1.41s/it]
12%|█▏ | 182/1480 [04:17<30:30, 1.41s/it]
12%|█▏ | 183/1480 [04:18<30:41, 1.42s/it]
12%|█▏ | 184/1480 [04:20<31:00, 1.44s/it]
12%|█▎ | 185/1480 [04:21<30:54, 1.43s/it]
13%|█▎ | 186/1480 [04:22<30:44, 1.43s/it]
13%|█▎ | 187/1480 [04:24<30:29, 1.41s/it]
13%|█▎ | 188/1480 [04:25<30:28, 1.42s/it]
13%|█▎ | 189/1480 [04:27<30:13, 1.40s/it]
13%|█▎ | 190/1480 [04:28<30:18, 1.41s/it]
13%|█▎ | 191/1480 [04:29<30:08, 1.40s/it]
13%|█▎ | 192/1480 [04:31<30:10, 1.41s/it]
13%|█▎ | 193/1480 [04:32<30:06, 1.40s/it]
13%|█▎ | 194/1480 [04:34<30:11, 1.41s/it]
13%|█▎ | 195/1480 [04:35<30:02, 1.40s/it]
13%|█▎ | 196/1480 [04:36<30:11, 1.41s/it]
13%|█▎ | 197/1480 [04:38<30:16, 1.42s/it]
13%|█▎ | 198/1480 [04:39<30:29, 1.43s/it]
13%|█▎ | 199/1480 [04:41<30:27, 1.43s/it]
14%|█▎ | 200/1480 [04:42<30:25, 1.43s/it]
14%|█▎ | 201/1480 [04:44<30:12, 1.42s/it]
14%|█▎ | 202/1480 [04:45<30:29, 1.43s/it]
14%|█▎ | 203/1480 [04:46<30:25, 1.43s/it]
14%|█▍ | 204/1480 [04:48<30:33, 1.44s/it]
14%|█▍ | 205/1480 [04:49<30:19, 1.43s/it]
14%|█▍ | 206/1480 [04:51<30:16, 1.43s/it]
14%|█▍ | 207/1480 [04:52<30:04, 1.42s/it]
14%|█▍ | 208/1480 [04:54<30:00, 1.42s/it]
14%|█▍ | 209/1480 [04:55<29:51, 1.41s/it]
14%|█▍ | 210/1480 [04:56<29:56, 1.41s/it]
14%|█▍ | 211/1480 [04:58<29:49, 1.41s/it]
14%|█▍ | 212/1480 [04:59<29:49, 1.41s/it]
14%|█▍ | 213/1480 [05:01<29:51, 1.41s/it]
14%|█▍ | 214/1480 [05:02<29:56, 1.42s/it]
15%|█▍ | 215/1480 [05:03<29:48, 1.41s/it]
15%|█▍ | 216/1480 [05:05<29:51, 1.42s/it]
15%|█▍ | 217/1480 [05:06<30:00, 1.43s/it]
15%|█▍ | 218/1480 [05:08<30:08, 1.43s/it]
15%|█▍ | 219/1480 [05:09<30:03, 1.43s/it]
15%|█▍ | 220/1480 [05:11<29:53, 1.42s/it]
15%|█▍ | 221/1480 [05:12<29:42, 1.42s/it]
15%|█▌ | 222/1480 [05:13<29:43, 1.42s/it]
15%|█▌ | 223/1480 [05:15<29:38, 1.42s/it]
15%|█▌ | 224/1480 [05:16<29:37, 1.42s/it]
15%|█▌ | 225/1480 [05:18<29:30, 1.41s/it]
15%|█▌ | 226/1480 [05:19<29:26, 1.41s/it]
15%|█▌ | 227/1480 [05:20<29:34, 1.42s/it]
15%|█▌ | 228/1480 [05:22<29:22, 1.41s/it]
15%|█▌ | 229/1480 [05:23<29:21, 1.41s/it]
16%|█▌ | 230/1480 [05:25<29:16, 1.41s/it]
16%|█▌ | 231/1480 [05:26<29:36, 1.42s/it]
16%|█▌ | 232/1480 [05:28<29:55, 1.44s/it]
16%|█▌ | 233/1480 [05:29<29:56, 1.44s/it]
16%|█▌ | 234/1480 [05:30<29:42, 1.43s/it]
16%|█▌ | 235/1480 [05:32<29:38, 1.43s/it]
16%|█▌ | 236/1480 [05:33<29:28, 1.42s/it]
16%|█▌ | 237/1480 [05:35<29:24, 1.42s/it]
16%|█▌ | 238/1480 [05:36<29:17, 1.41s/it]
16%|█▌ | 239/1480 [05:37<29:17, 1.42s/it]
16%|█▌ | 240/1480 [05:39<29:09, 1.41s/it]
16%|█▋ | 241/1480 [05:40<29:08, 1.41s/it]
16%|█▋ | 242/1480 [05:42<29:14, 1.42s/it]
16%|█▋ | 243/1480 [05:43<29:33, 1.43s/it]
16%|█▋ | 244/1480 [05:45<29:36, 1.44s/it]
17%|█▋ | 245/1480 [05:47<34:55, 1.70s/it]
17%|█▋ | 246/1480 [05:49<36:50, 1.79s/it]
17%|█▋ | 247/1480 [05:50<34:25, 1.68s/it]
17%|█▋ | 248/1480 [05:52<32:42, 1.59s/it]
17%|█▋ | 249/1480 [05:53<31:28, 1.53s/it]
17%|█▋ | 250/1480 [05:55<30:41, 1.50s/it]
17%|█▋ | 251/1480 [05:56<29:59, 1.46s/it]
17%|█▋ | 252/1480 [05:57<29:40, 1.45s/it]
17%|█▋ | 253/1480 [05:59<29:20, 1.44s/it]
17%|█▋ | 254/1480 [06:00<29:11, 1.43s/it]
17%|█▋ | 255/1480 [06:02<29:01, 1.42s/it]
17%|█▋ | 256/1480 [06:03<28:51, 1.41s/it]
17%|█▋ | 257/1480 [06:04<28:54, 1.42s/it]
17%|█▋ | 258/1480 [06:06<29:02, 1.43s/it]
18%|█▊ | 259/1480 [06:07<29:27, 1.45s/it]
18%|█▊ | 260/1480 [06:09<29:23, 1.45s/it]
18%|█▊ | 261/1480 [06:10<29:12, 1.44s/it]
18%|█▊ | 262/1480 [06:12<28:55, 1.42s/it]
18%|█▊ | 263/1480 [06:13<28:57, 1.43s/it]
18%|█▊ | 264/1480 [06:14<28:44, 1.42s/it]
18%|█▊ | 265/1480 [06:16<28:43, 1.42s/it]
18%|█▊ | 266/1480 [06:17<28:43, 1.42s/it]
18%|█▊ | 267/1480 [06:19<28:43, 1.42s/it]
18%|█▊ | 268/1480 [06:20<28:36, 1.42s/it]
18%|█▊ | 269/1480 [06:22<28:37, 1.42s/it]
18%|█▊ | 270/1480 [06:23<28:33, 1.42s/it]
18%|█▊ | 271/1480 [06:24<28:34, 1.42s/it]
18%|█▊ | 272/1480 [06:26<28:24, 1.41s/it]
18%|█▊ | 273/1480 [06:27<28:21, 1.41s/it]
19%|█▊ | 274/1480 [06:29<28:18, 1.41s/it]
19%|█▊ | 275/1480 [06:30<28:18, 1.41s/it]
19%|█▊ | 276/1480 [06:31<28:21, 1.41s/it]
19%|█▊ | 277/1480 [06:33<28:16, 1.41s/it]
19%|█▉ | 278/1480 [06:34<28:34, 1.43s/it]
19%|█▉ | 279/1480 [06:36<28:39, 1.43s/it]
19%|█▉ | 280/1480 [06:37<28:46, 1.44s/it]
19%|█▉ | 281/1480 [06:39<28:32, 1.43s/it]
19%|█▉ | 282/1480 [06:40<28:25, 1.42s/it]
19%|█▉ | 283/1480 [06:41<28:17, 1.42s/it]
19%|█▉ | 284/1480 [06:43<28:08, 1.41s/it]
19%|█▉ | 285/1480 [06:44<28:11, 1.42s/it]
19%|█▉ | 286/1480 [06:46<28:46, 1.45s/it]
19%|█▉ | 287/1480 [06:47<28:34, 1.44s/it]
19%|█▉ | 288/1480 [06:49<28:34, 1.44s/it]
20%|█▉ | 289/1480 [06:50<28:25, 1.43s/it]
20%|█▉ | 290/1480 [06:51<28:14, 1.42s/it]
20%|█▉ | 291/1480 [06:53<28:08, 1.42s/it]
20%|█▉ | 292/1480 [06:54<28:23, 1.43s/it]
20%|█▉ | 293/1480 [06:56<28:21, 1.43s/it]
20%|█▉ | 294/1480 [06:57<28:27, 1.44s/it]
20%|█▉ | 295/1480 [06:59<28:09, 1.43s/it]
20%|██ | 296/1480 [07:00<28:02, 1.42s/it]
20%|██ | 297/1480 [07:01<27:48, 1.41s/it]
20%|██ | 298/1480 [07:03<27:42, 1.41s/it]
20%|██ | 299/1480 [07:04<27:38, 1.40s/it]
20%|██ | 300/1480 [07:06<27:35, 1.40s/it]
20%|██ | 301/1480 [07:07<27:39, 1.41s/it]
20%|██ | 302/1480 [07:08<27:42, 1.41s/it]
20%|██ | 303/1480 [07:10<27:38, 1.41s/it]
21%|██ | 304/1480 [07:11<27:36, 1.41s/it]
21%|██ | 305/1480 [07:13<27:34, 1.41s/it]
21%|██ | 306/1480 [07:14<27:48, 1.42s/it]
21%|██ | 307/1480 [07:16<27:57, 1.43s/it]
21%|██ | 308/1480 [07:17<28:09, 1.44s/it]
21%|██ | 309/1480 [07:18<27:53, 1.43s/it]
21%|██ | 310/1480 [07:20<27:45, 1.42s/it]
21%|██ | 311/1480 [07:21<27:39, 1.42s/it]
21%|██ | 312/1480 [07:23<27:35, 1.42s/it]
21%|██ | 313/1480 [07:24<27:35, 1.42s/it]
21%|██ | 314/1480 [07:25<27:30, 1.42s/it]
21%|██▏ | 315/1480 [07:27<27:26, 1.41s/it]
21%|██▏ | 316/1480 [07:28<27:39, 1.43s/it]
21%|██▏ | 317/1480 [07:30<27:41, 1.43s/it]
21%|██▏ | 318/1480 [07:31<27:49, 1.44s/it]
22%|██▏ | 319/1480 [07:33<27:53, 1.44s/it]
22%|██▏ | 320/1480 [07:34<27:42, 1.43s/it]
22%|██▏ | 321/1480 [07:36<27:35, 1.43s/it]
22%|██▏ | 322/1480 [07:37<27:28, 1.42s/it]
22%|██▏ | 323/1480 [07:38<27:41, 1.44s/it]
22%|██▏ | 324/1480 [07:40<27:42, 1.44s/it]
22%|██▏ | 325/1480 [07:41<27:42, 1.44s/it]
22%|██▏ | 326/1480 [07:43<27:27, 1.43s/it]
22%|██▏ | 327/1480 [07:44<27:23, 1.43s/it]
22%|██▏ | 328/1480 [07:45<27:12, 1.42s/it]
22%|██▏ | 329/1480 [07:47<27:09, 1.42s/it]
22%|██▏ | 330/1480 [07:48<27:03, 1.41s/it]
22%|██▏ | 331/1480 [07:50<27:02, 1.41s/it]
22%|██▏ | 332/1480 [07:51<26:58, 1.41s/it]
22%|██▎ | 333/1480 [07:53<27:01, 1.41s/it]
23%|██▎ | 334/1480 [07:54<27:00, 1.41s/it]
23%|██▎ | 335/1480 [07:55<26:57, 1.41s/it]
23%|██▎ | 336/1480 [07:57<26:56, 1.41s/it]
23%|██▎ | 337/1480 [07:58<27:09, 1.43s/it]
23%|██▎ | 338/1480 [08:00<27:19, 1.44s/it]
23%|██▎ | 339/1480 [08:01<27:15, 1.43s/it]
23%|██▎ | 340/1480 [08:03<27:08, 1.43s/it]
23%|██▎ | 341/1480 [08:04<26:58, 1.42s/it]
23%|██▎ | 342/1480 [08:05<27:04, 1.43s/it]
23%|██▎ | 343/1480 [08:07<26:56, 1.42s/it]
23%|██▎ | 344/1480 [08:08<26:56, 1.42s/it]
23%|██▎ | 345/1480 [08:10<26:54, 1.42s/it]
23%|██▎ | 346/1480 [08:11<27:15, 1.44s/it]
23%|██▎ | 347/1480 [08:13<27:14, 1.44s/it]
24%|██▎ | 348/1480 [08:14<27:05, 1.44s/it]
24%|██▎ | 349/1480 [08:15<26:48, 1.42s/it]
24%|██▎ | 350/1480 [08:17<26:43, 1.42s/it]
24%|██▎ | 351/1480 [08:18<26:51, 1.43s/it]
24%|██▍ | 352/1480 [08:20<27:03, 1.44s/it]
24%|██▍ | 353/1480 [08:21<26:59, 1.44s/it]
24%|██▍ | 354/1480 [08:23<26:56, 1.44s/it]
24%|██▍ | 355/1480 [08:24<26:46, 1.43s/it]
24%|██▍ | 356/1480 [08:25<26:46, 1.43s/it]
24%|██▍ | 357/1480 [08:27<26:33, 1.42s/it]
24%|██▍ | 358/1480 [08:28<26:37, 1.42s/it]
24%|██▍ | 359/1480 [08:30<26:23, 1.41s/it]
24%|██▍ | 360/1480 [08:31<26:26, 1.42s/it]
24%|██▍ | 361/1480 [08:32<26:18, 1.41s/it]
24%|██▍ | 362/1480 [08:34<26:19, 1.41s/it]
25%|██▍ | 363/1480 [08:35<26:14, 1.41s/it]
25%|██▍ | 364/1480 [08:37<26:15, 1.41s/it]
25%|██▍ | 365/1480 [08:38<26:35, 1.43s/it]
25%|██▍ | 366/1480 [08:40<26:43, 1.44s/it]
25%|██▍ | 367/1480 [08:41<26:43, 1.44s/it]
25%|██▍ | 368/1480 [08:42<26:35, 1.43s/it]
25%|██▍ | 369/1480 [08:44<26:21, 1.42s/it]
25%|██▌ | 370/1480 [08:45<26:51, 1.45s/it]
25%|██▌ | 371/1480 [08:47<26:35, 1.44s/it]
25%|██▌ | 372/1480 [08:48<26:41, 1.45s/it]
25%|██▌ | 373/1480 [08:50<26:23, 1.43s/it]
25%|██▌ | 374/1480 [08:51<26:16, 1.42s/it]
25%|██▌ | 375/1480 [08:52<26:09, 1.42s/it]
25%|██▌ | 376/1480 [08:54<26:11, 1.42s/it]
25%|██▌ | 377/1480 [08:55<25:57, 1.41s/it]
26%|██▌ | 378/1480 [08:57<25:58, 1.41s/it]
26%|██▌ | 379/1480 [08:58<26:10, 1.43s/it]
26%|██▌ | 380/1480 [09:00<26:19, 1.44s/it]
26%|██▌ | 381/1480 [09:01<26:13, 1.43s/it]
26%|██▌ | 382/1480 [09:02<26:06, 1.43s/it]
26%|██▌ | 383/1480 [09:04<26:00, 1.42s/it]
26%|██▌ | 384/1480 [09:05<25:54, 1.42s/it]
26%|██▌ | 385/1480 [09:07<25:50, 1.42s/it]
26%|██▌ | 386/1480 [09:08<25:51, 1.42s/it]
26%|██▌ | 387/1480 [09:10<25:44, 1.41s/it]
26%|██▌ | 388/1480 [09:11<25:47, 1.42s/it]
26%|██▋ | 389/1480 [09:12<25:49, 1.42s/it]
26%|██▋ | 390/1480 [09:14<25:45, 1.42s/it]
26%|██▋ | 391/1480 [09:15<25:44, 1.42s/it]
26%|██▋ | 392/1480 [09:17<25:41, 1.42s/it]
27%|██▋ | 393/1480 [09:18<25:40, 1.42s/it]
27%|██▋ | 394/1480 [09:19<25:31, 1.41s/it]
27%|██▋ | 395/1480 [09:21<25:28, 1.41s/it]
27%|██▋ | 396/1480 [09:22<25:44, 1.42s/it]
27%|██▋ | 397/1480 [09:24<25:52, 1.43s/it]
27%|██▋ | 398/1480 [09:25<26:01, 1.44s/it]
27%|██▋ | 399/1480 [09:27<25:45, 1.43s/it]
27%|██▋ | 400/1480 [09:28<25:55, 1.44s/it]
27%|██▋ | 401/1480 [09:29<25:38, 1.43s/it]
27%|██▋ | 402/1480 [09:31<25:29, 1.42s/it]
27%|██▋ | 403/1480 [09:32<25:23, 1.42s/it]
27%|██▋ | 404/1480 [09:34<25:22, 1.41s/it]
27%|██▋ | 405/1480 [09:35<25:36, 1.43s/it]
27%|██▋ | 406/1480 [09:37<25:34, 1.43s/it]
28%|██▊ | 407/1480 [09:38<25:41, 1.44s/it]
28%|██▊ | 408/1480 [09:39<25:27, 1.42s/it]
28%|██▊ | 409/1480 [09:41<25:22, 1.42s/it]
28%|██▊ | 410/1480 [09:42<25:30, 1.43s/it]
28%|██▊ | 411/1480 [09:44<25:41, 1.44s/it]
28%|██▊ | 412/1480 [09:45<25:36, 1.44s/it]
28%|██▊ | 413/1480 [09:47<25:33, 1.44s/it]
28%|██▊ | 414/1480 [09:48<25:20, 1.43s/it]
28%|██▊ | 415/1480 [09:49<25:17, 1.43s/it]
28%|██▊ | 416/1480 [09:51<25:07, 1.42s/it]
28%|██▊ | 417/1480 [09:52<25:09, 1.42s/it]
28%|██▊ | 418/1480 [09:54<25:01, 1.41s/it]
28%|██▊ | 419/1480 [09:55<25:00, 1.41s/it]
28%|██▊ | 420/1480 [09:57<25:06, 1.42s/it]
28%|██▊ | 421/1480 [09:58<25:05, 1.42s/it]
29%|██▊ | 422/1480 [09:59<25:02, 1.42s/it]
29%|██▊ | 423/1480 [10:01<24:54, 1.41s/it]
29%|██▊ | 424/1480 [10:02<25:09, 1.43s/it]
29%|██▊ | 425/1480 [10:04<25:12, 1.43s/it]
29%|██▉ | 426/1480 [10:05<25:19, 1.44s/it]
29%|██▉ | 427/1480 [10:07<25:03, 1.43s/it]
29%|██▉ | 428/1480 [10:08<24:58, 1.42s/it]
29%|██▉ | 429/1480 [10:09<24:45, 1.41s/it]
29%|██▉ | 430/1480 [10:11<24:42, 1.41s/it]
29%|██▉ | 431/1480 [10:12<24:35, 1.41s/it]
29%|██▉ | 432/1480 [10:14<24:35, 1.41s/it]
29%|██▉ | 433/1480 [10:15<24:36, 1.41s/it]
29%|██▉ | 434/1480 [10:16<24:35, 1.41s/it]
29%|██▉ | 435/1480 [10:18<24:27, 1.40s/it]
29%|██▉ | 436/1480 [10:19<24:32, 1.41s/it]
30%|██▉ | 437/1480 [10:21<24:23, 1.40s/it]
30%|██▉ | 438/1480 [10:22<24:25, 1.41s/it]
30%|██▉ | 439/1480 [10:23<24:17, 1.40s/it]
30%|██▉ | 440/1480 [10:25<24:19, 1.40s/it]
30%|██▉ | 441/1480 [10:26<24:33, 1.42s/it]
30%|██▉ | 442/1480 [10:28<24:44, 1.43s/it]
30%|██▉ | 443/1480 [10:29<25:23, 1.47s/it]
30%|███ | 444/1480 [10:32<29:30, 1.71s/it]
30%|███ | 445/1480 [10:33<30:27, 1.77s/it]
30%|███ | 446/1480 [10:35<28:42, 1.67s/it]
30%|███ | 447/1480 [10:36<27:17, 1.58s/it]
30%|███ | 448/1480 [10:38<26:34, 1.55s/it]
30%|███ | 449/1480 [10:39<25:49, 1.50s/it]
30%|███ | 450/1480 [10:41<25:20, 1.48s/it]
30%|███ | 451/1480 [10:42<24:55, 1.45s/it]
31%|███ | 452/1480 [10:43<24:38, 1.44s/it]
31%|███ | 453/1480 [10:45<24:22, 1.42s/it]
31%|███ | 454/1480 [10:46<25:03, 1.47s/it]
31%|███ | 455/1480 [10:48<25:03, 1.47s/it]
31%|███ | 456/1480 [10:49<24:56, 1.46s/it]
31%|███ | 457/1480 [10:51<24:35, 1.44s/it]
31%|███ | 458/1480 [10:52<24:26, 1.44s/it]
31%|███ | 459/1480 [10:53<24:16, 1.43s/it]
31%|███ | 460/1480 [10:55<24:11, 1.42s/it]
31%|███ | 461/1480 [10:56<24:03, 1.42s/it]
31%|███ | 462/1480 [10:58<23:57, 1.41s/it]
31%|███▏ | 463/1480 [10:59<23:52, 1.41s/it]
31%|███▏ | 464/1480 [11:00<23:48, 1.41s/it]
31%|███▏ | 465/1480 [11:02<23:44, 1.40s/it]
31%|███▏ | 466/1480 [11:03<23:44, 1.40s/it]
32%|███▏ | 467/1480 [11:05<23:50, 1.41s/it]
32%|███▏ | 468/1480 [11:06<23:58, 1.42s/it]
32%|███▏ | 469/1480 [11:08<24:12, 1.44s/it]
32%|███▏ | 470/1480 [11:09<24:24, 1.45s/it]
32%|███▏ | 471/1480 [11:11<28:33, 1.70s/it]
32%|███▏ | 472/1480 [11:13<29:54, 1.78s/it]
32%|███▏ | 473/1480 [11:15<28:02, 1.67s/it]
32%|███▏ | 474/1480 [11:16<26:40, 1.59s/it]
32%|███▏ | 475/1480 [11:18<25:44, 1.54s/it]
32%|███▏ | 476/1480 [11:19<25:01, 1.50s/it]
32%|███▏ | 477/1480 [11:20<24:36, 1.47s/it]
32%|███▏ | 478/1480 [11:22<24:10, 1.45s/it]
32%|███▏ | 479/1480 [11:23<23:56, 1.44s/it]
32%|███▏ | 480/1480 [11:25<23:43, 1.42s/it]
32%|███▎ | 481/1480 [11:26<23:39, 1.42s/it]
33%|███▎ | 482/1480 [11:27<23:43, 1.43s/it]
33%|███▎ | 483/1480 [11:29<23:56, 1.44s/it]
33%|███▎ | 484/1480 [11:30<23:44, 1.43s/it]
33%|███▎ | 485/1480 [11:32<23:41, 1.43s/it]
33%|███▎ | 486/1480 [11:33<23:36, 1.43s/it]
33%|███▎ | 487/1480 [11:35<23:29, 1.42s/it]
33%|███▎ | 488/1480 [11:36<23:23, 1.41s/it]
33%|███▎ | 489/1480 [11:37<23:17, 1.41s/it]
33%|███▎ | 490/1480 [11:39<23:14, 1.41s/it]
33%|███▎ | 491/1480 [11:40<23:13, 1.41s/it]
33%|███▎ | 492/1480 [11:42<23:12, 1.41s/it]
33%|███▎ | 493/1480 [11:43<23:12, 1.41s/it]
33%|███▎ | 494/1480 [11:44<23:04, 1.40s/it]
33%|███▎ | 495/1480 [11:46<23:08, 1.41s/it]
34%|███▎ | 496/1480 [11:47<23:08, 1.41s/it]
34%|███▎ | 497/1480 [11:49<23:18, 1.42s/it]
34%|███▎ | 498/1480 [11:50<23:21, 1.43s/it]
34%|███▎ | 499/1480 [11:52<23:23, 1.43s/it]
34%|███▍ | 500/1480 [11:53<23:14, 1.42s/it]
34%|███▍ | 501/1480 [11:54<23:15, 1.43s/it]
34%|███▍ | 502/1480 [11:56<23:06, 1.42s/it]
34%|███▍ | 503/1480 [11:57<23:07, 1.42s/it]
34%|███▍ | 504/1480 [11:59<22:59, 1.41s/it]
34%|███▍ | 505/1480 [12:00<23:02, 1.42s/it]
34%|███▍ | 506/1480 [12:01<22:53, 1.41s/it]
34%|███▍ | 507/1480 [12:03<22:49, 1.41s/it]
34%|███▍ | 508/1480 [12:04<22:54, 1.41s/it]
34%|███▍ | 509/1480 [12:06<22:51, 1.41s/it]
34%|███▍ | 510/1480 [12:07<22:50, 1.41s/it]
35%|███▍ | 511/1480 [12:09<22:50, 1.41s/it]
35%|███▍ | 512/1480 [12:10<22:48, 1.41s/it]
35%|███▍ | 513/1480 [12:11<22:47, 1.41s/it]
35%|███▍ | 514/1480 [12:13<22:54, 1.42s/it]
35%|███▍ | 515/1480 [12:14<23:04, 1.43s/it]
35%|███▍ | 516/1480 [12:16<23:04, 1.44s/it]
35%|███▍ | 517/1480 [12:17<23:01, 1.43s/it]
35%|███▌ | 518/1480 [12:19<22:50, 1.42s/it]
35%|███▌ | 519/1480 [12:20<22:43, 1.42s/it]
35%|███▌ | 520/1480 [12:21<22:38, 1.42s/it]
35%|███▌ | 521/1480 [12:23<22:39, 1.42s/it]
35%|███▌ | 522/1480 [12:24<22:36, 1.42s/it]
35%|███▌ | 523/1480 [12:26<22:35, 1.42s/it]
35%|███▌ | 524/1480 [12:27<22:28, 1.41s/it]
35%|███▌ | 525/1480 [12:28<22:28, 1.41s/it]
36%|███▌ | 526/1480 [12:30<22:31, 1.42s/it]
36%|███▌ | 527/1480 [12:31<23:01, 1.45s/it]
36%|███▌ | 528/1480 [12:34<26:58, 1.70s/it]
36%|███▌ | 529/1480 [12:36<28:19, 1.79s/it]
36%|███▌ | 530/1480 [12:37<26:33, 1.68s/it]
36%|███▌ | 531/1480 [12:38<25:17, 1.60s/it]
36%|███▌ | 532/1480 [12:40<24:24, 1.54s/it]
36%|███▌ | 533/1480 [12:41<23:47, 1.51s/it]
36%|███▌ | 534/1480 [12:43<23:18, 1.48s/it]
36%|███▌ | 535/1480 [12:44<23:01, 1.46s/it]
36%|███▌ | 536/1480 [12:46<23:20, 1.48s/it]
36%|███▋ | 537/1480 [12:47<23:02, 1.47s/it]
36%|███▋ | 538/1480 [12:49<22:59, 1.46s/it]
36%|███▋ | 539/1480 [12:50<22:47, 1.45s/it]
36%|███▋ | 540/1480 [12:51<22:36, 1.44s/it]
37%|███▋ | 541/1480 [12:53<22:49, 1.46s/it]
37%|███▋ | 542/1480 [12:54<22:55, 1.47s/it]
37%|███▋ | 543/1480 [12:56<22:53, 1.47s/it]
37%|███▋ | 544/1480 [12:57<22:41, 1.45s/it]
37%|███▋ | 545/1480 [12:59<22:29, 1.44s/it]
37%|███▋ | 546/1480 [13:00<22:20, 1.44s/it]
37%|███▋ | 547/1480 [13:02<22:20, 1.44s/it]
37%|███▋ | 548/1480 [13:03<22:16, 1.43s/it]
37%|███▋ | 549/1480 [13:04<22:12, 1.43s/it]
37%|███▋ | 550/1480 [13:06<22:08, 1.43s/it]
37%|███▋ | 551/1480 [13:07<22:07, 1.43s/it]
37%|███▋ | 552/1480 [13:09<22:15, 1.44s/it]
37%|███▋ | 553/1480 [13:10<22:21, 1.45s/it]
37%|███▋ | 554/1480 [13:12<22:15, 1.44s/it]
38%|███▊ | 555/1480 [13:13<22:11, 1.44s/it]
38%|███▊ | 556/1480 [13:14<22:01, 1.43s/it]
38%|███▊ | 557/1480 [13:16<22:07, 1.44s/it]
38%|███▊ | 558/1480 [13:17<22:12, 1.45s/it]
38%|███▊ | 559/1480 [13:19<22:17, 1.45s/it]
38%|███▊ | 560/1480 [13:20<22:08, 1.44s/it]
38%|███▊ | 561/1480 [13:22<21:59, 1.44s/it]
38%|███▊ | 562/1480 [13:23<21:52, 1.43s/it]
38%|███▊ | 563/1480 [13:25<21:46, 1.42s/it]
38%|███▊ | 564/1480 [13:26<21:43, 1.42s/it]
38%|███▊ | 565/1480 [13:27<21:42, 1.42s/it]
38%|███▊ | 566/1480 [13:29<21:50, 1.43s/it]
38%|███▊ | 567/1480 [13:30<21:59, 1.44s/it]
38%|███▊ | 568/1480 [13:32<21:55, 1.44s/it]
38%|███▊ | 569/1480 [13:33<21:43, 1.43s/it]
39%|███▊ | 570/1480 [13:35<21:39, 1.43s/it]
39%|███▊ | 571/1480 [13:36<21:30, 1.42s/it]
39%|███▊ | 572/1480 [13:37<21:30, 1.42s/it]
39%|███▊ | 573/1480 [13:39<21:25, 1.42s/it]
39%|███▉ | 574/1480 [13:40<21:24, 1.42s/it]
39%|███▉ | 575/1480 [13:42<21:20, 1.41s/it]
39%|███▉ | 576/1480 [13:43<21:22, 1.42s/it]
39%|███▉ | 577/1480 [13:44<21:19, 1.42s/it]
39%|███▉ | 578/1480 [13:46<21:17, 1.42s/it]
39%|███▉ | 579/1480 [13:47<21:17, 1.42s/it]
39%|███▉ | 580/1480 [13:49<21:25, 1.43s/it]
39%|███▉ | 581/1480 [13:50<21:30, 1.43s/it]
39%|███▉ | 582/1480 [13:52<21:33, 1.44s/it]
39%|███▉ | 583/1480 [13:53<21:25, 1.43s/it]
39%|███▉ | 584/1480 [13:54<21:21, 1.43s/it]
40%|███▉ | 585/1480 [13:56<21:12, 1.42s/it]
40%|███▉ | 586/1480 [13:57<21:18, 1.43s/it]
40%|███▉ | 587/1480 [13:59<21:10, 1.42s/it]
40%|███▉ | 588/1480 [14:00<21:09, 1.42s/it]
40%|███▉ | 589/1480 [14:02<21:03, 1.42s/it]
40%|███▉ | 590/1480 [14:03<21:04, 1.42s/it]
40%|███▉ | 591/1480 [14:04<21:00, 1.42s/it]
40%|████ | 592/1480 [14:06<20:54, 1.41s/it]
40%|████ | 593/1480 [14:07<20:58, 1.42s/it]
40%|████ | 594/1480 [14:09<21:02, 1.42s/it]
40%|████ | 595/1480 [14:10<21:13, 1.44s/it]
40%|████ | 596/1480 [14:12<22:06, 1.50s/it]
40%|████ | 597/1480 [14:14<25:32, 1.74s/it]
40%|████ | 598/1480 [14:16<25:54, 1.76s/it]
40%|████ | 599/1480 [14:17<24:22, 1.66s/it]
41%|████ | 600/1480 [14:19<23:18, 1.59s/it]
41%|████ | 601/1480 [14:20<22:29, 1.54s/it]
41%|████ | 602/1480 [14:22<21:58, 1.50s/it]
41%|████ | 603/1480 [14:23<21:29, 1.47s/it]
41%|████ | 604/1480 [14:24<21:15, 1.46s/it]
41%|████ | 605/1480 [14:26<21:03, 1.44s/it]
41%|████ | 606/1480 [14:27<20:59, 1.44s/it]
41%|████ | 607/1480 [14:29<20:47, 1.43s/it]
41%|████ | 608/1480 [14:30<20:43, 1.43s/it]
41%|████ | 609/1480 [14:31<20:33, 1.42s/it]
41%|████ | 610/1480 [14:33<20:33, 1.42s/it]
41%|████▏ | 611/1480 [14:34<20:27, 1.41s/it]
41%|████▏ | 612/1480 [14:36<20:28, 1.42s/it]
41%|████▏ | 613/1480 [14:37<20:26, 1.41s/it]
41%|████▏ | 614/1480 [14:39<20:25, 1.42s/it]
42%|████▏ | 615/1480 [14:40<20:21, 1.41s/it]
42%|████▏ | 616/1480 [14:41<20:27, 1.42s/it]
42%|████▏ | 617/1480 [14:43<20:22, 1.42s/it]
42%|████▏ | 618/1480 [14:44<20:25, 1.42s/it]
42%|████▏ | 619/1480 [14:46<20:51, 1.45s/it]
42%|████▏ | 620/1480 [14:47<20:41, 1.44s/it]
42%|████▏ | 621/1480 [14:49<20:40, 1.44s/it]
42%|████▏ | 622/1480 [14:50<20:33, 1.44s/it]
42%|████▏ | 623/1480 [14:51<20:22, 1.43s/it]
42%|████▏ | 624/1480 [14:53<20:16, 1.42s/it]
42%|████▏ | 625/1480 [14:54<20:16, 1.42s/it]
42%|████▏ | 626/1480 [14:56<20:08, 1.42s/it]
42%|████▏ | 627/1480 [14:57<20:09, 1.42s/it]
42%|████▏ | 628/1480 [14:58<20:01, 1.41s/it]
42%|████▎ | 629/1480 [15:00<20:05, 1.42s/it]
43%|████▎ | 630/1480 [15:01<20:03, 1.42s/it]
43%|████▎ | 631/1480 [15:03<20:05, 1.42s/it]
43%|████▎ | 632/1480 [15:04<20:01, 1.42s/it]
43%|████▎ | 633/1480 [15:06<19:59, 1.42s/it]
43%|████▎ | 634/1480 [15:07<19:56, 1.41s/it]
43%|████▎ | 635/1480 [15:08<20:00, 1.42s/it]
43%|████▎ | 636/1480 [15:10<19:55, 1.42s/it]
43%|████▎ | 637/1480 [15:11<19:57, 1.42s/it]
43%|████▎ | 638/1480 [15:13<19:51, 1.42s/it]
43%|████▎ | 639/1480 [15:14<19:46, 1.41s/it]
43%|████▎ | 640/1480 [15:15<19:47, 1.41s/it]
43%|████▎ | 641/1480 [15:17<19:47, 1.41s/it]
43%|████▎ | 642/1480 [15:18<19:44, 1.41s/it]
43%|████▎ | 643/1480 [15:20<19:41, 1.41s/it]
44%|████▎ | 644/1480 [15:21<19:36, 1.41s/it]
44%|████▎ | 645/1480 [15:23<19:36, 1.41s/it]
44%|████▎ | 646/1480 [15:24<19:34, 1.41s/it]
44%|████▎ | 647/1480 [15:25<19:40, 1.42s/it]
44%|████▍ | 648/1480 [15:27<19:37, 1.42s/it]
44%|████▍ | 649/1480 [15:28<19:49, 1.43s/it]
44%|████▍ | 650/1480 [15:30<19:39, 1.42s/it]
44%|████▍ | 651/1480 [15:31<19:38, 1.42s/it]
44%|████▍ | 652/1480 [15:32<19:32, 1.42s/it]
44%|████▍ | 653/1480 [15:34<19:35, 1.42s/it]
44%|████▍ | 654/1480 [15:35<19:27, 1.41s/it]
44%|████▍ | 655/1480 [15:37<19:29, 1.42s/it]
44%|████▍ | 656/1480 [15:38<19:31, 1.42s/it]
44%|████▍ | 657/1480 [15:40<19:29, 1.42s/it]
44%|████▍ | 658/1480 [15:41<19:27, 1.42s/it]
45%|████▍ | 659/1480 [15:42<19:26, 1.42s/it]
45%|████▍ | 660/1480 [15:44<19:20, 1.42s/it]
45%|████▍ | 661/1480 [15:45<19:17, 1.41s/it]
45%|████▍ | 662/1480 [15:47<19:15, 1.41s/it]
45%|████▍ | 663/1480 [15:48<19:14, 1.41s/it]
45%|████▍ | 664/1480 [15:49<19:14, 1.41s/it]
45%|████▍ | 665/1480 [15:51<19:11, 1.41s/it]
45%|████▌ | 666/1480 [15:52<19:11, 1.41s/it]
45%|████▌ | 667/1480 [15:54<19:08, 1.41s/it]
45%|████▌ | 668/1480 [15:55<19:06, 1.41s/it]
45%|████▌ | 669/1480 [15:57<19:05, 1.41s/it]
45%|████▌ | 670/1480 [15:58<19:02, 1.41s/it]
45%|████▌ | 671/1480 [15:59<19:00, 1.41s/it]
45%|████▌ | 672/1480 [16:01<19:07, 1.42s/it]
45%|████▌ | 673/1480 [16:02<19:18, 1.44s/it]
46%|████▌ | 674/1480 [16:04<19:14, 1.43s/it]
46%|████▌ | 675/1480 [16:05<19:11, 1.43s/it]
46%|████▌ | 676/1480 [16:07<19:05, 1.42s/it]
46%|████▌ | 677/1480 [16:08<19:02, 1.42s/it]
46%|████▌ | 678/1480 [16:09<18:57, 1.42s/it]
46%|████▌ | 679/1480 [16:11<18:54, 1.42s/it]
46%|████▌ | 680/1480 [16:12<18:58, 1.42s/it]
46%|████▌ | 681/1480 [16:14<18:57, 1.42s/it]
46%|████▌ | 682/1480 [16:15<18:50, 1.42s/it]
46%|████▌ | 683/1480 [16:16<18:49, 1.42s/it]
46%|████▌ | 684/1480 [16:18<18:46, 1.42s/it]
46%|████▋ | 685/1480 [16:19<18:46, 1.42s/it]
46%|████▋ | 686/1480 [16:21<18:41, 1.41s/it]
46%|████▋ | 687/1480 [16:22<18:44, 1.42s/it]
46%|████▋ | 688/1480 [16:24<18:39, 1.41s/it]
47%|████▋ | 689/1480 [16:25<18:42, 1.42s/it]
47%|████▋ | 690/1480 [16:26<18:38, 1.42s/it]
47%|████▋ | 691/1480 [16:28<18:38, 1.42s/it]
47%|████▋ | 692/1480 [16:29<18:36, 1.42s/it]
47%|████▋ | 693/1480 [16:31<18:35, 1.42s/it]
47%|████▋ | 694/1480 [16:32<18:32, 1.41s/it]
47%|████▋ | 695/1480 [16:33<18:30, 1.41s/it]
47%|████▋ | 696/1480 [16:35<18:28, 1.41s/it]
47%|████▋ | 697/1480 [16:36<18:25, 1.41s/it]
47%|████▋ | 698/1480 [16:38<18:26, 1.41s/it]
47%|████▋ | 699/1480 [16:39<18:22, 1.41s/it]
47%|████▋ | 700/1480 [16:41<18:21, 1.41s/it]
47%|████▋ | 701/1480 [16:42<18:19, 1.41s/it]
47%|████▋ | 702/1480 [16:43<18:19, 1.41s/it]
48%|████▊ | 703/1480 [16:45<18:15, 1.41s/it]
48%|████▊ | 704/1480 [16:46<18:40, 1.44s/it]
48%|████▊ | 705/1480 [16:48<18:37, 1.44s/it]
48%|████▊ | 706/1480 [16:49<18:34, 1.44s/it]
48%|████▊ | 707/1480 [16:51<18:23, 1.43s/it]
48%|████▊ | 708/1480 [16:52<18:23, 1.43s/it]
48%|████▊ | 709/1480 [16:53<18:12, 1.42s/it]
48%|████▊ | 710/1480 [16:55<18:09, 1.41s/it]
48%|████▊ | 711/1480 [16:56<18:05, 1.41s/it]
48%|████▊ | 712/1480 [16:58<18:05, 1.41s/it]
48%|████▊ | 713/1480 [16:59<18:02, 1.41s/it]
48%|████▊ | 714/1480 [17:00<18:02, 1.41s/it]
48%|████▊ | 715/1480 [17:02<17:57, 1.41s/it]
48%|████▊ | 716/1480 [17:03<18:01, 1.42s/it]
48%|████▊ | 717/1480 [17:05<17:56, 1.41s/it]
49%|████▊ | 718/1480 [17:06<17:56, 1.41s/it]
49%|████▊ | 719/1480 [17:07<17:54, 1.41s/it]
49%|████▊ | 720/1480 [17:09<18:05, 1.43s/it]
49%|████▊ | 721/1480 [17:10<18:11, 1.44s/it]
49%|████▉ | 722/1480 [17:12<18:12, 1.44s/it]
49%|████▉ | 723/1480 [17:13<18:02, 1.43s/it]
49%|████▉ | 724/1480 [17:15<17:57, 1.43s/it]
49%|████▉ | 725/1480 [17:16<17:52, 1.42s/it]
49%|████▉ | 726/1480 [17:17<17:51, 1.42s/it]
49%|████▉ | 727/1480 [17:19<17:47, 1.42s/it]
49%|████▉ | 728/1480 [17:20<17:48, 1.42s/it]
49%|████▉ | 729/1480 [17:22<17:39, 1.41s/it]
49%|████▉ | 730/1480 [17:23<17:42, 1.42s/it]
49%|████▉ | 731/1480 [17:25<17:35, 1.41s/it]
49%|████▉ | 732/1480 [17:26<17:34, 1.41s/it]
50%|████▉ | 733/1480 [17:27<17:38, 1.42s/it]
50%|████▉ | 734/1480 [17:29<17:36, 1.42s/it]
50%|████▉ | 735/1480 [17:30<17:30, 1.41s/it]
50%|████▉ | 736/1480 [17:32<17:33, 1.42s/it]
50%|████▉ | 737/1480 [17:33<17:27, 1.41s/it]
50%|████▉ | 738/1480 [17:34<17:25, 1.41s/it]
50%|████▉ | 739/1480 [17:36<17:22, 1.41s/it]
50%|█████ | 740/1480 [17:37<17:25, 1.41s/it]
50%|█████ | 741/1480 [17:39<17:25, 1.42s/it]
50%|█████ | 742/1480 [17:40<17:25, 1.42s/it]
50%|█████ | 743/1480 [17:41<17:19, 1.41s/it]
50%|█████ | 744/1480 [17:43<17:21, 1.42s/it]
50%|█████ | 745/1480 [17:44<17:17, 1.41s/it]
50%|█████ | 746/1480 [17:46<17:18, 1.42s/it]
50%|█████ | 747/1480 [17:47<17:15, 1.41s/it]
51%|█████ | 748/1480 [17:49<17:16, 1.42s/it]
51%|█████ | 749/1480 [17:50<17:10, 1.41s/it]
51%|█████ | 750/1480 [17:51<17:10, 1.41s/it]
51%|█████ | 751/1480 [17:53<17:12, 1.42s/it]
51%|█████ | 752/1480 [17:54<17:12, 1.42s/it]
51%|█████ | 753/1480 [17:56<17:08, 1.41s/it]
51%|█████ | 754/1480 [17:57<17:05, 1.41s/it]
51%|█████ | 755/1480 [17:58<17:03, 1.41s/it]
51%|█████ | 756/1480 [18:00<17:04, 1.42s/it]
51%|█████ | 757/1480 [18:01<17:04, 1.42s/it]
51%|█████ | 758/1480 [18:03<16:58, 1.41s/it]
51%|█████▏ | 759/1480 [18:04<16:59, 1.41s/it]
51%|█████▏ | 760/1480 [18:06<17:02, 1.42s/it]
51%|█████▏ | 761/1480 [18:07<17:03, 1.42s/it]
51%|█████▏ | 762/1480 [18:08<16:58, 1.42s/it]
52%|█████▏ | 763/1480 [18:10<16:56, 1.42s/it]
52%|█████▏ | 764/1480 [18:11<16:51, 1.41s/it]
52%|█████▏ | 765/1480 [18:13<16:50, 1.41s/it]
52%|█████▏ | 766/1480 [18:14<16:48, 1.41s/it]
52%|█████▏ | 767/1480 [18:15<16:53, 1.42s/it]
52%|█████▏ | 768/1480 [18:17<16:47, 1.41s/it]
52%|█████▏ | 769/1480 [18:18<16:49, 1.42s/it]
52%|█████▏ | 770/1480 [18:20<16:45, 1.42s/it]
52%|█████▏ | 771/1480 [18:21<16:47, 1.42s/it]
52%|█████▏ | 772/1480 [18:23<16:44, 1.42s/it]
52%|█████▏ | 773/1480 [18:24<16:41, 1.42s/it]
52%|█████▏ | 774/1480 [18:25<16:39, 1.42s/it]
52%|█████▏ | 775/1480 [18:27<16:29, 1.40s/it]
52%|█████▏ | 776/1480 [18:28<16:27, 1.40s/it]
52%|█████▎ | 777/1480 [18:30<16:21, 1.40s/it]
53%|█████▎ | 778/1480 [18:31<16:25, 1.40s/it]
53%|█████▎ | 779/1480 [18:32<16:24, 1.40s/it]
53%|█████▎ | 780/1480 [18:34<16:27, 1.41s/it]
53%|█████▎ | 781/1480 [18:35<16:22, 1.41s/it]
53%|█████▎ | 782/1480 [18:37<16:23, 1.41s/it]
53%|█████▎ | 783/1480 [18:38<16:28, 1.42s/it]
53%|█████▎ | 784/1480 [18:39<16:29, 1.42s/it]
53%|█████▎ | 785/1480 [18:41<16:22, 1.41s/it]
53%|█████▎ | 786/1480 [18:42<16:24, 1.42s/it]
53%|█████▎ | 787/1480 [18:44<16:18, 1.41s/it]
53%|█████▎ | 788/1480 [18:45<16:31, 1.43s/it]
53%|█████▎ | 789/1480 [18:47<16:26, 1.43s/it]
53%|█████▎ | 790/1480 [18:48<16:32, 1.44s/it]
53%|█████▎ | 791/1480 [18:49<16:21, 1.43s/it]
54%|█████▎ | 792/1480 [18:51<16:19, 1.42s/it]
54%|█████▎ | 793/1480 [18:52<16:17, 1.42s/it]
54%|█████▎ | 794/1480 [18:54<16:16, 1.42s/it]
54%|█████▎ | 795/1480 [18:55<16:10, 1.42s/it]
54%|█████▍ | 796/1480 [18:57<16:12, 1.42s/it]
54%|█████▍ | 797/1480 [18:58<16:07, 1.42s/it]
54%|█████▍ | 798/1480 [18:59<16:09, 1.42s/it]
54%|█████▍ | 799/1480 [19:01<16:03, 1.41s/it]
54%|█████▍ | 800/1480 [19:02<16:04, 1.42s/it]
54%|█████▍ | 801/1480 [19:04<15:59, 1.41s/it]
54%|█████▍ | 802/1480 [19:05<16:00, 1.42s/it]
54%|█████▍ | 803/1480 [19:06<15:54, 1.41s/it]
54%|█████▍ | 804/1480 [19:08<15:57, 1.42s/it]
54%|█████▍ | 805/1480 [19:09<15:56, 1.42s/it]
54%|█████▍ | 806/1480 [19:11<15:54, 1.42s/it]
55%|█████▍ | 807/1480 [19:12<15:51, 1.41s/it]
55%|█████▍ | 808/1480 [19:14<15:49, 1.41s/it]
55%|█████▍ | 809/1480 [19:15<15:49, 1.41s/it]
55%|█████▍ | 810/1480 [19:16<15:44, 1.41s/it]
55%|█████▍ | 811/1480 [19:18<15:46, 1.42s/it]
55%|█████▍ | 812/1480 [19:19<15:43, 1.41s/it]
55%|█████▍ | 813/1480 [19:21<15:44, 1.42s/it]
55%|█████▌ | 814/1480 [19:22<15:43, 1.42s/it]
55%|█████▌ | 815/1480 [19:23<15:42, 1.42s/it]
55%|█████▌ | 816/1480 [19:25<15:38, 1.41s/it]
55%|█████▌ | 817/1480 [19:26<15:41, 1.42s/it]
55%|█████▌ | 818/1480 [19:28<15:43, 1.42s/it]
55%|█████▌ | 819/1480 [19:29<15:42, 1.43s/it]
55%|█████▌ | 820/1480 [19:31<15:35, 1.42s/it]
55%|█████▌ | 821/1480 [19:32<15:35, 1.42s/it]
56%|█████▌ | 822/1480 [19:33<15:28, 1.41s/it]
56%|█████▌ | 823/1480 [19:35<15:28, 1.41s/it]
56%|█████▌ | 824/1480 [19:36<15:44, 1.44s/it]
56%|█████▌ | 825/1480 [19:38<15:39, 1.43s/it]
56%|█████▌ | 826/1480 [19:39<15:34, 1.43s/it]
56%|█████▌ | 827/1480 [19:41<15:33, 1.43s/it]
56%|█████▌ | 828/1480 [19:42<15:29, 1.43s/it]
56%|█████▌ | 829/1480 [19:43<15:26, 1.42s/it]
56%|█████▌ | 830/1480 [19:45<15:22, 1.42s/it]
56%|█████▌ | 831/1480 [19:46<15:19, 1.42s/it]
56%|█████▌ | 832/1480 [19:48<15:20, 1.42s/it]
56%|█████▋ | 833/1480 [19:49<15:17, 1.42s/it]
56%|█████▋ | 834/1480 [19:50<15:18, 1.42s/it]
56%|█████▋ | 835/1480 [19:52<15:14, 1.42s/it]
56%|█████▋ | 836/1480 [19:53<15:12, 1.42s/it]
57%|█████▋ | 837/1480 [19:55<15:10, 1.42s/it]
57%|█████▋ | 838/1480 [19:56<15:06, 1.41s/it]
57%|█████▋ | 839/1480 [19:58<15:04, 1.41s/it]
57%|█████▋ | 840/1480 [19:59<15:03, 1.41s/it]
57%|█████▋ | 841/1480 [20:00<15:01, 1.41s/it]
57%|█████▋ | 842/1480 [20:02<14:58, 1.41s/it]
57%|█████▋ | 843/1480 [20:03<15:02, 1.42s/it]
57%|█████▋ | 844/1480 [20:05<14:56, 1.41s/it]
57%|█████▋ | 845/1480 [20:06<14:58, 1.41s/it]
57%|█████▋ | 846/1480 [20:07<14:54, 1.41s/it]
57%|█████▋ | 847/1480 [20:09<15:00, 1.42s/it]
57%|█████▋ | 848/1480 [20:10<14:58, 1.42s/it]
57%|█████▋ | 849/1480 [20:12<14:56, 1.42s/it]
57%|█████▋ | 850/1480 [20:13<14:58, 1.43s/it]
57%|█████▊ | 851/1480 [20:15<14:52, 1.42s/it]
58%|█████▊ | 852/1480 [20:16<14:48, 1.41s/it]
58%|█████▊ | 853/1480 [20:17<14:46, 1.41s/it]
58%|█████▊ | 854/1480 [20:19<14:43, 1.41s/it]
58%|█████▊ | 855/1480 [20:20<14:39, 1.41s/it]
58%|█████▊ | 856/1480 [20:22<14:36, 1.40s/it]
58%|█████▊ | 857/1480 [20:23<14:42, 1.42s/it]
58%|█████▊ | 858/1480 [20:24<14:37, 1.41s/it]
58%|█████▊ | 859/1480 [20:26<14:37, 1.41s/it]
58%|█████▊ | 860/1480 [20:27<14:34, 1.41s/it]
58%|█████▊ | 861/1480 [20:29<14:34, 1.41s/it]
58%|█████▊ | 862/1480 [20:30<14:30, 1.41s/it]
58%|█████▊ | 863/1480 [20:31<14:27, 1.41s/it]
58%|█████▊ | 864/1480 [20:33<14:30, 1.41s/it]
58%|█████▊ | 865/1480 [20:34<14:27, 1.41s/it]
59%|█████▊ | 866/1480 [20:36<14:26, 1.41s/it]
59%|█████▊ | 867/1480 [20:37<14:25, 1.41s/it]
59%|█████▊ | 868/1480 [20:39<14:26, 1.42s/it]
59%|█████▊ | 869/1480 [20:40<14:21, 1.41s/it]
59%|█████▉ | 870/1480 [20:41<14:19, 1.41s/it]
59%|█████▉ | 871/1480 [20:43<14:19, 1.41s/it]
59%|█████▉ | 872/1480 [20:44<14:21, 1.42s/it]
59%|█████▉ | 873/1480 [20:46<14:36, 1.44s/it]
59%|█████▉ | 874/1480 [20:47<14:30, 1.44s/it]
59%|█████▉ | 875/1480 [20:49<14:31, 1.44s/it]
59%|█████▉ | 876/1480 [20:50<14:23, 1.43s/it]
59%|█████▉ | 877/1480 [20:51<14:20, 1.43s/it]
59%|█████▉ | 878/1480 [20:53<14:14, 1.42s/it]
59%|█████▉ | 879/1480 [20:54<14:11, 1.42s/it]
59%|█████▉ | 880/1480 [20:56<14:10, 1.42s/it]
60%|█████▉ | 881/1480 [20:57<14:07, 1.42s/it]
60%|█████▉ | 882/1480 [20:58<14:01, 1.41s/it]
60%|█████▉ | 883/1480 [21:00<14:02, 1.41s/it]
60%|█████▉ | 884/1480 [21:01<14:00, 1.41s/it]
60%|█████▉ | 885/1480 [21:03<14:00, 1.41s/it]
60%|█████▉ | 886/1480 [21:04<13:57, 1.41s/it]
60%|█████▉ | 887/1480 [21:05<13:58, 1.41s/it]
60%|██████ | 888/1480 [21:07<13:55, 1.41s/it]
60%|██████ | 889/1480 [21:08<13:56, 1.41s/it]
60%|██████ | 890/1480 [21:10<13:57, 1.42s/it]
60%|██████ | 891/1480 [21:11<13:53, 1.41s/it]
60%|██████ | 892/1480 [21:13<13:51, 1.41s/it]
60%|██████ | 893/1480 [21:14<13:47, 1.41s/it]
60%|██████ | 894/1480 [21:15<13:45, 1.41s/it]
60%|██████ | 895/1480 [21:17<13:47, 1.41s/it]
61%|██████ | 896/1480 [21:18<13:47, 1.42s/it]
61%|██████ | 897/1480 [21:20<13:43, 1.41s/it]
61%|██████ | 898/1480 [21:21<13:44, 1.42s/it]
61%|██████ | 899/1480 [21:22<13:40, 1.41s/it]
61%|██████ | 900/1480 [21:24<13:43, 1.42s/it]
61%|██████ | 901/1480 [21:25<13:40, 1.42s/it]
61%|██████ | 902/1480 [21:27<13:38, 1.42s/it]
61%|██████ | 903/1480 [21:28<13:40, 1.42s/it]
61%|██████ | 904/1480 [21:30<13:38, 1.42s/it]
61%|██████ | 905/1480 [21:31<13:35, 1.42s/it]
61%|██████ | 906/1480 [21:32<13:35, 1.42s/it]
61%|██████▏ | 907/1480 [21:34<13:31, 1.42s/it]
61%|██████▏ | 908/1480 [21:35<13:30, 1.42s/it]
61%|██████▏ | 909/1480 [21:37<13:30, 1.42s/it]
61%|██████▏ | 910/1480 [21:38<13:29, 1.42s/it]
62%|██████▏ | 911/1480 [21:39<13:27, 1.42s/it]
62%|██████▏ | 912/1480 [21:41<13:24, 1.42s/it]
62%|██████▏ | 913/1480 [21:42<13:24, 1.42s/it]
62%|██████▏ | 914/1480 [21:44<13:19, 1.41s/it]
62%|██████▏ | 915/1480 [21:45<13:19, 1.41s/it]
62%|██████▏ | 916/1480 [21:47<13:15, 1.41s/it]
62%|██████▏ | 917/1480 [21:48<13:22, 1.43s/it]
62%|██████▏ | 918/1480 [21:49<13:19, 1.42s/it]
62%|██████▏ | 919/1480 [21:51<13:14, 1.42s/it]
62%|██████▏ | 920/1480 [21:52<13:10, 1.41s/it]
62%|██████▏ | 921/1480 [21:54<13:10, 1.41s/it]
62%|██████▏ | 922/1480 [21:55<13:09, 1.42s/it]
62%|██████▏ | 923/1480 [21:56<13:07, 1.41s/it]
62%|██████▏ | 924/1480 [21:58<13:04, 1.41s/it]
62%|██████▎ | 925/1480 [21:59<13:04, 1.41s/it]
63%|██████▎ | 926/1480 [22:01<13:04, 1.42s/it]
63%|██████▎ | 927/1480 [22:02<12:59, 1.41s/it]
63%|██████▎ | 928/1480 [22:04<13:00, 1.41s/it]
63%|██████▎ | 929/1480 [22:05<12:57, 1.41s/it]
63%|██████▎ | 930/1480 [22:06<12:58, 1.42s/it]
63%|██████▎ | 931/1480 [22:08<12:55, 1.41s/it]
63%|██████▎ | 932/1480 [22:09<12:56, 1.42s/it]
63%|██████▎ | 933/1480 [22:11<12:51, 1.41s/it]
63%|██████▎ | 934/1480 [22:12<12:50, 1.41s/it]
63%|██████▎ | 935/1480 [22:13<12:48, 1.41s/it]
63%|██████▎ | 936/1480 [22:15<12:48, 1.41s/it]
63%|██████▎ | 937/1480 [22:16<12:48, 1.41s/it]
63%|██████▎ | 938/1480 [22:18<12:43, 1.41s/it]
63%|██████▎ | 939/1480 [22:19<12:43, 1.41s/it]
64%|██████▎ | 940/1480 [22:20<12:41, 1.41s/it]
64%|██████▎ | 941/1480 [22:22<12:38, 1.41s/it]
64%|██████▎ | 942/1480 [22:23<12:38, 1.41s/it]
64%|██████▎ | 943/1480 [22:25<12:39, 1.41s/it]
64%|██████▍ | 944/1480 [22:26<12:38, 1.42s/it]
64%|██████▍ | 945/1480 [22:28<12:35, 1.41s/it]
64%|██████▍ | 946/1480 [22:29<12:37, 1.42s/it]
64%|██████▍ | 947/1480 [22:30<12:34, 1.42s/it]
64%|██████▍ | 948/1480 [22:32<12:30, 1.41s/it]
64%|██████▍ | 949/1480 [22:33<12:31, 1.41s/it]
64%|██████▍ | 950/1480 [22:35<12:28, 1.41s/it]
64%|██████▍ | 951/1480 [22:36<12:31, 1.42s/it]
64%|██████▍ | 952/1480 [22:37<12:28, 1.42s/it]
64%|██████▍ | 953/1480 [22:39<12:25, 1.41s/it]
64%|██████▍ | 954/1480 [22:40<12:27, 1.42s/it]
65%|██████▍ | 955/1480 [22:42<12:23, 1.42s/it]
65%|██████▍ | 956/1480 [22:43<12:24, 1.42s/it]
65%|██████▍ | 957/1480 [22:45<12:21, 1.42s/it]
65%|██████▍ | 958/1480 [22:46<12:40, 1.46s/it]
65%|██████▍ | 959/1480 [22:47<12:34, 1.45s/it]
65%|██████▍ | 960/1480 [22:49<12:29, 1.44s/it]
65%|██████▍ | 961/1480 [22:50<12:21, 1.43s/it]
65%|██████▌ | 962/1480 [22:52<12:18, 1.43s/it]
65%|██████▌ | 963/1480 [22:53<12:13, 1.42s/it]
65%|██████▌ | 964/1480 [22:55<12:14, 1.42s/it]
65%|██████▌ | 965/1480 [22:56<12:10, 1.42s/it]
65%|██████▌ | 966/1480 [22:57<12:08, 1.42s/it]
65%|██████▌ | 967/1480 [22:59<12:05, 1.41s/it]
65%|██████▌ | 968/1480 [23:00<12:05, 1.42s/it]
65%|██████▌ | 969/1480 [23:02<12:03, 1.42s/it]
66%|██████▌ | 970/1480 [23:03<12:04, 1.42s/it]
66%|██████▌ | 971/1480 [23:04<12:00, 1.42s/it]
66%|██████▌ | 972/1480 [23:06<11:58, 1.41s/it]
66%|██████▌ | 973/1480 [23:07<11:55, 1.41s/it]
66%|██████▌ | 974/1480 [23:09<11:53, 1.41s/it]
66%|██████▌ | 975/1480 [23:10<11:51, 1.41s/it]
66%|██████▌ | 976/1480 [23:12<11:49, 1.41s/it]
66%|██████▌ | 977/1480 [23:13<11:52, 1.42s/it]
66%|██████▌ | 978/1480 [23:14<11:51, 1.42s/it]
66%|██████▌ | 979/1480 [23:16<11:51, 1.42s/it]
66%|██████▌ | 980/1480 [23:17<11:48, 1.42s/it]
66%|██████▋ | 981/1480 [23:19<11:46, 1.42s/it]
66%|██████▋ | 982/1480 [23:20<11:45, 1.42s/it]
66%|██████▋ | 983/1480 [23:21<11:40, 1.41s/it]
66%|██████▋ | 984/1480 [23:23<11:42, 1.42s/it]
67%|██████▋ | 985/1480 [23:24<11:43, 1.42s/it]
67%|██████▋ | 986/1480 [23:26<11:43, 1.42s/it]
67%|██████▋ | 987/1480 [23:27<11:39, 1.42s/it]
67%|██████▋ | 988/1480 [23:29<11:44, 1.43s/it]
67%|██████▋ | 989/1480 [23:30<11:39, 1.42s/it]
67%|██████▋ | 990/1480 [23:31<11:39, 1.43s/it]
67%|██████▋ | 991/1480 [23:33<11:33, 1.42s/it]
67%|██████▋ | 992/1480 [23:34<11:31, 1.42s/it]
67%|██████▋ | 993/1480 [23:36<11:30, 1.42s/it]
67%|██████▋ | 994/1480 [23:37<11:28, 1.42s/it]
67%|██████▋ | 995/1480 [23:38<11:26, 1.41s/it]
67%|██████▋ | 996/1480 [23:40<11:25, 1.42s/it]
67%|██████▋ | 997/1480 [23:41<11:23, 1.42s/it]
67%|██████▋ | 998/1480 [23:43<11:20, 1.41s/it]
68%|██████▊ | 999/1480 [23:44<11:20, 1.41s/it]
68%|██████▊ | 1000/1480 [23:46<11:17, 1.41s/it]
68%|██████▊ | 1001/1480 [23:47<11:14, 1.41s/it]
68%|██████▊ | 1002/1480 [23:48<11:15, 1.41s/it]
68%|██████▊ | 1003/1480 [23:50<11:11, 1.41s/it]
68%|██████▊ | 1004/1480 [23:51<11:11, 1.41s/it]
68%|██████▊ | 1005/1480 [23:53<11:07, 1.41s/it]
68%|██████▊ | 1006/1480 [23:54<11:10, 1.41s/it]
68%|██████▊ | 1007/1480 [23:55<11:06, 1.41s/it]
68%|██████▊ | 1008/1480 [23:57<11:05, 1.41s/it]
68%|██████▊ | 1009/1480 [23:58<11:02, 1.41s/it]
68%|██████▊ | 1010/1480 [24:00<11:02, 1.41s/it]
68%|██████▊ | 1011/1480 [24:01<11:01, 1.41s/it]
68%|██████▊ | 1012/1480 [24:02<11:02, 1.41s/it]
68%|██████▊ | 1013/1480 [24:04<10:58, 1.41s/it]
69%|██████▊ | 1014/1480 [24:05<10:56, 1.41s/it]
69%|██████▊ | 1015/1480 [24:07<10:52, 1.40s/it]
69%|██████▊ | 1016/1480 [24:08<10:54, 1.41s/it]
69%|██████▊ | 1017/1480 [24:10<10:51, 1.41s/it]
69%|██████▉ | 1018/1480 [24:11<10:50, 1.41s/it]
69%|██████▉ | 1019/1480 [24:12<10:47, 1.41s/it]
69%|██████▉ | 1020/1480 [24:14<10:47, 1.41s/it]
69%|██████▉ | 1021/1480 [24:15<10:46, 1.41s/it]
69%|██████▉ | 1022/1480 [24:17<10:45, 1.41s/it]
69%|██████▉ | 1023/1480 [24:18<10:42, 1.41s/it]
69%|██████▉ | 1024/1480 [24:19<10:39, 1.40s/it]
69%|██████▉ | 1025/1480 [24:21<10:35, 1.40s/it]
69%|██████▉ | 1026/1480 [24:22<10:35, 1.40s/it]
69%|██████▉ | 1027/1480 [24:24<10:31, 1.39s/it]
69%|██████▉ | 1028/1480 [24:25<10:34, 1.40s/it]
70%|██████▉ | 1029/1480 [24:26<10:33, 1.41s/it]
70%|██████▉ | 1030/1480 [24:28<10:34, 1.41s/it]
70%|██████▉ | 1031/1480 [24:29<10:30, 1.40s/it]
70%|██████▉ | 1032/1480 [24:31<10:31, 1.41s/it]
70%|██████▉ | 1033/1480 [24:32<10:32, 1.41s/it]
70%|██████▉ | 1034/1480 [24:33<10:30, 1.41s/it]
70%|██████▉ | 1035/1480 [24:35<10:27, 1.41s/it]
70%|███████ | 1036/1480 [24:36<10:24, 1.41s/it]
70%|███████ | 1037/1480 [24:38<10:26, 1.41s/it]
70%|███████ | 1038/1480 [24:39<10:22, 1.41s/it]
70%|███████ | 1039/1480 [24:40<10:20, 1.41s/it]
70%|███████ | 1040/1480 [24:42<10:18, 1.41s/it]
70%|███████ | 1041/1480 [24:43<10:21, 1.42s/it]
70%|███████ | 1042/1480 [24:45<10:19, 1.41s/it]
70%|███████ | 1043/1480 [24:46<10:33, 1.45s/it]
71%|███████ | 1044/1480 [24:48<10:30, 1.45s/it]
71%|███████ | 1045/1480 [24:49<10:28, 1.44s/it]
71%|███████ | 1046/1480 [24:51<10:22, 1.43s/it]
71%|███████ | 1047/1480 [24:52<10:17, 1.43s/it]
71%|███████ | 1048/1480 [24:53<10:14, 1.42s/it]
71%|███████ | 1049/1480 [24:55<10:15, 1.43s/it]
71%|███████ | 1050/1480 [24:56<10:12, 1.43s/it]
71%|███████ | 1051/1480 [24:58<10:11, 1.43s/it]
71%|███████ | 1052/1480 [24:59<10:08, 1.42s/it]
71%|███████ | 1053/1480 [25:00<10:05, 1.42s/it]
71%|███████ | 1054/1480 [25:02<10:04, 1.42s/it]
71%|███████▏ | 1055/1480 [25:03<10:00, 1.41s/it]
71%|███████▏ | 1056/1480 [25:05<09:57, 1.41s/it]
71%|███████▏ | 1057/1480 [25:06<09:58, 1.42s/it]
71%|███████▏ | 1058/1480 [25:07<09:53, 1.41s/it]
72%|███████▏ | 1059/1480 [25:09<09:51, 1.40s/it]
72%|███████▏ | 1060/1480 [25:10<09:52, 1.41s/it]
72%|███████▏ | 1061/1480 [25:12<09:50, 1.41s/it]
72%|███████▏ | 1062/1480 [25:13<09:49, 1.41s/it]
72%|███████▏ | 1063/1480 [25:15<09:49, 1.41s/it]
72%|███████▏ | 1064/1480 [25:16<09:45, 1.41s/it]
72%|███████▏ | 1065/1480 [25:17<09:44, 1.41s/it]
72%|███████▏ | 1066/1480 [25:19<09:44, 1.41s/it]
72%|███████▏ | 1067/1480 [25:20<09:43, 1.41s/it]
72%|███████▏ | 1068/1480 [25:22<09:38, 1.40s/it]
72%|███████▏ | 1069/1480 [25:23<09:38, 1.41s/it]
72%|███████▏ | 1070/1480 [25:24<09:35, 1.40s/it]
72%|███████▏ | 1071/1480 [25:26<09:34, 1.40s/it]
72%|███████▏ | 1072/1480 [25:27<09:37, 1.41s/it]
72%|███████▎ | 1073/1480 [25:29<09:34, 1.41s/it]
73%|███████▎ | 1074/1480 [25:30<09:34, 1.41s/it]
73%|███████▎ | 1075/1480 [25:31<09:30, 1.41s/it]
73%|███████▎ | 1076/1480 [25:33<09:28, 1.41s/it]
73%|███████▎ | 1077/1480 [25:34<09:24, 1.40s/it]
73%|███████▎ | 1078/1480 [25:36<09:27, 1.41s/it]
73%|███████▎ | 1079/1480 [25:37<09:23, 1.41s/it]
73%|███████▎ | 1080/1480 [25:38<09:22, 1.41s/it]
73%|███████▎ | 1081/1480 [25:40<09:21, 1.41s/it]
73%|███████▎ | 1082/1480 [25:41<09:21, 1.41s/it]
73%|███████▎ | 1083/1480 [25:43<09:17, 1.40s/it]
73%|███████▎ | 1084/1480 [25:44<09:17, 1.41s/it]
73%|███████▎ | 1085/1480 [25:45<09:13, 1.40s/it]
73%|███████▎ | 1086/1480 [25:47<09:14, 1.41s/it]
73%|███████▎ | 1087/1480 [25:48<09:10, 1.40s/it]
74%|███████▎ | 1088/1480 [25:50<09:10, 1.40s/it]
74%|███████▎ | 1089/1480 [25:51<09:07, 1.40s/it]
74%|███████▎ | 1090/1480 [25:53<09:07, 1.40s/it]
74%|███████▎ | 1091/1480 [25:54<09:04, 1.40s/it]
74%|███████▍ | 1092/1480 [25:55<09:03, 1.40s/it]
74%|███████▍ | 1093/1480 [25:57<09:01, 1.40s/it]
74%|███████▍ | 1094/1480 [25:58<09:00, 1.40s/it]
74%|███████▍ | 1095/1480 [26:00<09:00, 1.40s/it]
74%|███████▍ | 1096/1480 [26:01<08:58, 1.40s/it]
74%|███████▍ | 1097/1480 [26:02<08:58, 1.41s/it]
74%|███████▍ | 1098/1480 [26:04<08:56, 1.41s/it]
74%|███████▍ | 1099/1480 [26:05<08:56, 1.41s/it]
74%|███████▍ | 1100/1480 [26:07<08:55, 1.41s/it]
74%|███████▍ | 1101/1480 [26:08<08:52, 1.40s/it]
74%|███████▍ | 1102/1480 [26:09<08:53, 1.41s/it]
75%|███████▍ | 1103/1480 [26:11<08:52, 1.41s/it]
75%|███████▍ | 1104/1480 [26:12<08:53, 1.42s/it]
75%|███████▍ | 1105/1480 [26:14<08:50, 1.41s/it]
75%|███████▍ | 1106/1480 [26:15<08:48, 1.41s/it]
75%|███████▍ | 1107/1480 [26:16<08:47, 1.41s/it]
75%|███████▍ | 1108/1480 [26:18<08:45, 1.41s/it]
75%|███████▍ | 1109/1480 [26:19<08:44, 1.41s/it]
75%|███████▌ | 1110/1480 [26:21<08:40, 1.41s/it]
75%|███████▌ | 1111/1480 [26:22<08:45, 1.42s/it]
75%|███████▌ | 1112/1480 [26:24<08:44, 1.42s/it]
75%|███████▌ | 1113/1480 [26:25<08:42, 1.42s/it]
75%|███████▌ | 1114/1480 [26:26<08:38, 1.42s/it]
75%|███████▌ | 1115/1480 [26:28<08:37, 1.42s/it]
75%|███████▌ | 1116/1480 [26:29<08:34, 1.41s/it]
75%|███████▌ | 1117/1480 [26:31<08:33, 1.41s/it]
76%|███████▌ | 1118/1480 [26:32<08:30, 1.41s/it]
76%|███████▌ | 1119/1480 [26:33<08:27, 1.41s/it]
76%|███████▌ | 1120/1480 [26:35<08:25, 1.40s/it]
76%|███████▌ | 1121/1480 [26:36<08:25, 1.41s/it]
76%|███████▌ | 1122/1480 [26:38<08:22, 1.40s/it]
76%|███████▌ | 1123/1480 [26:39<08:26, 1.42s/it]
76%|███████▌ | 1124/1480 [26:40<08:23, 1.41s/it]
76%|███████▌ | 1125/1480 [26:42<08:22, 1.42s/it]
76%|███████▌ | 1126/1480 [26:43<08:19, 1.41s/it]
76%|███████▌ | 1127/1480 [26:45<08:18, 1.41s/it]
76%|███████▌ | 1128/1480 [26:46<08:29, 1.45s/it]
76%|███████▋ | 1129/1480 [26:48<08:28, 1.45s/it]
76%|███████▋ | 1130/1480 [26:49<08:23, 1.44s/it]
76%|███████▋ | 1131/1480 [26:51<08:16, 1.42s/it]
76%|███████▋ | 1132/1480 [26:52<08:14, 1.42s/it]
77%|███████▋ | 1133/1480 [26:53<08:10, 1.41s/it]
77%|███████▋ | 1134/1480 [26:55<08:10, 1.42s/it]
77%|███████▋ | 1135/1480 [26:56<08:07, 1.41s/it]
77%|███████▋ | 1136/1480 [26:58<08:05, 1.41s/it]
77%|███████▋ | 1137/1480 [26:59<08:01, 1.40s/it]
77%|███████▋ | 1138/1480 [27:00<08:01, 1.41s/it]
77%|███████▋ | 1139/1480 [27:02<07:58, 1.40s/it]
77%|███████▋ | 1140/1480 [27:03<07:58, 1.41s/it]
77%|███████▋ | 1141/1480 [27:05<07:54, 1.40s/it]
77%|███████▋ | 1142/1480 [27:06<07:53, 1.40s/it]
77%|███████▋ | 1143/1480 [27:07<07:51, 1.40s/it]
77%|███████▋ | 1144/1480 [27:09<07:50, 1.40s/it]
77%|███████▋ | 1145/1480 [27:10<07:49, 1.40s/it]
77%|███████▋ | 1146/1480 [27:12<07:49, 1.40s/it]
78%|███████▊ | 1147/1480 [27:13<07:46, 1.40s/it]
78%|███████▊ | 1148/1480 [27:14<07:45, 1.40s/it]
78%|███████▊ | 1149/1480 [27:16<07:43, 1.40s/it]
78%|███████▊ | 1150/1480 [27:17<07:44, 1.41s/it]
78%|███████▊ | 1151/1480 [27:19<07:42, 1.40s/it]
78%|███████▊ | 1152/1480 [27:20<07:41, 1.41s/it]
78%|███████▊ | 1153/1480 [27:21<07:38, 1.40s/it]
78%|███████▊ | 1154/1480 [27:23<07:46, 1.43s/it]
78%|███████▊ | 1155/1480 [27:25<08:08, 1.50s/it]
78%|███████▊ | 1156/1480 [27:26<08:12, 1.52s/it]
78%|███████▊ | 1157/1480 [27:28<08:41, 1.61s/it]
78%|███████▊ | 1158/1480 [27:29<08:30, 1.59s/it]
78%|███████▊ | 1159/1480 [27:31<08:26, 1.58s/it]
78%|███████▊ | 1160/1480 [27:33<08:32, 1.60s/it]
78%|███████▊ | 1161/1480 [27:34<08:15, 1.55s/it]
79%|███████▊ | 1162/1480 [27:36<08:51, 1.67s/it]
79%|███████▊ | 1163/1480 [27:38<08:45, 1.66s/it]
79%|███████▊ | 1164/1480 [27:39<08:18, 1.58s/it]
79%|███████▊ | 1165/1480 [27:41<08:01, 1.53s/it]
79%|███████▉ | 1166/1480 [27:42<07:47, 1.49s/it]
79%|███████▉ | 1167/1480 [27:43<07:37, 1.46s/it]
79%|███████▉ | 1168/1480 [27:45<07:28, 1.44s/it]
79%|███████▉ | 1169/1480 [27:46<07:24, 1.43s/it]
79%|███████▉ | 1170/1480 [27:47<07:20, 1.42s/it]
79%|███████▉ | 1171/1480 [27:49<07:17, 1.42s/it]
79%|███████▉ | 1172/1480 [27:50<07:27, 1.45s/it]
79%|███████▉ | 1173/1480 [27:52<07:35, 1.48s/it]
79%|███████▉ | 1174/1480 [27:54<07:36, 1.49s/it]
79%|███████▉ | 1175/1480 [27:55<07:34, 1.49s/it]
79%|███████▉ | 1176/1480 [27:57<07:41, 1.52s/it]
80%|███████▉ | 1177/1480 [27:58<07:36, 1.51s/it]
80%|███████▉ | 1178/1480 [27:59<07:29, 1.49s/it]
80%|███████▉ | 1179/1480 [28:01<07:24, 1.48s/it]
80%|███████▉ | 1180/1480 [28:02<07:24, 1.48s/it]
80%|███████▉ | 1181/1480 [28:04<07:39, 1.54s/it]
80%|███████▉ | 1182/1480 [28:06<07:36, 1.53s/it]
80%|███████▉ | 1183/1480 [28:07<07:29, 1.51s/it]
80%|████████ | 1184/1480 [28:09<07:27, 1.51s/it]
80%|████████ | 1185/1480 [28:10<07:27, 1.52s/it]
80%|████████ | 1186/1480 [28:12<07:21, 1.50s/it]
80%|████████ | 1187/1480 [28:13<07:31, 1.54s/it]
80%|████████ | 1188/1480 [28:15<07:23, 1.52s/it]
80%|████████ | 1189/1480 [28:16<07:17, 1.50s/it]
80%|████████ | 1190/1480 [28:18<07:15, 1.50s/it]
80%|████████ | 1191/1480 [28:19<07:13, 1.50s/it]
81%|████████ | 1192/1480 [28:21<07:07, 1.49s/it]
81%|████████ | 1193/1480 [28:22<07:19, 1.53s/it]
81%|████████ | 1194/1480 [28:24<07:14, 1.52s/it]
81%|████████ | 1195/1480 [28:25<07:09, 1.51s/it]
81%|████████ | 1196/1480 [28:27<07:05, 1.50s/it]
81%|████████ | 1197/1480 [28:28<07:03, 1.50s/it]
81%|████████ | 1198/1480 [28:30<07:10, 1.53s/it]
81%|████████ | 1199/1480 [28:31<07:06, 1.52s/it]
81%|████████ | 1200/1480 [28:33<07:01, 1.51s/it]
81%|████████ | 1201/1480 [28:34<07:11, 1.55s/it]
81%|████████ | 1202/1480 [28:36<07:12, 1.56s/it]
81%|████████▏ | 1203/1480 [28:37<06:56, 1.50s/it]
81%|████████▏ | 1204/1480 [28:39<06:57, 1.51s/it]
81%|████████▏ | 1205/1480 [28:40<06:44, 1.47s/it]
81%|████████▏ | 1206/1480 [28:42<06:36, 1.45s/it]
82%|████████▏ | 1207/1480 [28:43<06:29, 1.43s/it]
82%|████████▏ | 1208/1480 [28:44<06:24, 1.41s/it]
82%|████████▏ | 1209/1480 [28:46<06:27, 1.43s/it]
82%|████████▏ | 1210/1480 [28:47<06:21, 1.41s/it]
82%|████████▏ | 1211/1480 [28:49<06:20, 1.42s/it]
82%|████████▏ | 1212/1480 [28:50<06:27, 1.44s/it]
82%|████████▏ | 1213/1480 [28:52<06:25, 1.44s/it]
82%|████████▏ | 1214/1480 [28:53<06:36, 1.49s/it]
82%|████████▏ | 1215/1480 [28:55<06:45, 1.53s/it]
82%|████████▏ | 1216/1480 [28:56<06:50, 1.55s/it]
82%|████████▏ | 1217/1480 [28:58<06:39, 1.52s/it]
82%|████████▏ | 1218/1480 [29:00<06:47, 1.56s/it]
82%|████████▏ | 1219/1480 [29:01<06:54, 1.59s/it]
82%|████████▏ | 1220/1480 [29:03<06:37, 1.53s/it]
82%|████████▎ | 1221/1480 [29:04<06:26, 1.49s/it]
83%|████████▎ | 1222/1480 [29:06<06:28, 1.51s/it]
83%|████████▎ | 1223/1480 [29:07<06:22, 1.49s/it]
83%|████████▎ | 1224/1480 [29:09<06:39, 1.56s/it]
83%|████████▎ | 1225/1480 [29:10<06:44, 1.59s/it]
83%|████████▎ | 1226/1480 [29:12<06:45, 1.59s/it]
83%|████████▎ | 1227/1480 [29:14<06:46, 1.60s/it]
83%|████████▎ | 1228/1480 [29:15<06:33, 1.56s/it]
83%|████████▎ | 1229/1480 [29:16<06:19, 1.51s/it]
83%|████████▎ | 1230/1480 [29:18<06:09, 1.48s/it]
83%|████████▎ | 1231/1480 [29:19<06:06, 1.47s/it]
83%|████████▎ | 1232/1480 [29:21<06:01, 1.46s/it]
83%|████████▎ | 1233/1480 [29:22<06:09, 1.49s/it]
83%|████████▎ | 1234/1480 [29:24<06:01, 1.47s/it]
83%|████████▎ | 1235/1480 [29:25<06:08, 1.51s/it]
84%|████████▎ | 1236/1480 [29:27<06:13, 1.53s/it]
84%|████████▎ | 1237/1480 [29:29<06:25, 1.59s/it]
84%|████████▎ | 1238/1480 [29:30<06:27, 1.60s/it]
84%|████████▎ | 1239/1480 [29:32<06:10, 1.54s/it]
84%|████████▍ | 1240/1480 [29:33<06:00, 1.50s/it]
84%|████████▍ | 1241/1480 [29:35<06:14, 1.57s/it]
84%|████████▍ | 1242/1480 [29:36<06:04, 1.53s/it]
84%|████████▍ | 1243/1480 [29:38<05:57, 1.51s/it]
84%|████████▍ | 1244/1480 [29:39<05:58, 1.52s/it]
84%|████████▍ | 1245/1480 [29:41<06:03, 1.55s/it]
84%|████████▍ | 1246/1480 [29:43<06:31, 1.67s/it]
84%|████████▍ | 1247/1480 [29:44<06:18, 1.62s/it]
84%|████████▍ | 1248/1480 [29:46<06:18, 1.63s/it]
84%|████████▍ | 1249/1480 [29:48<06:48, 1.77s/it]
84%|████████▍ | 1250/1480 [29:50<06:47, 1.77s/it]
85%|████████▍ | 1251/1480 [29:52<06:51, 1.80s/it]
85%|████████▍ | 1252/1480 [29:54<07:10, 1.89s/it]
85%|████████▍ | 1253/1480 [29:57<08:10, 2.16s/it]
85%|████████▍ | 1254/1480 [29:59<08:36, 2.29s/it]
85%|████████▍ | 1255/1480 [30:01<08:05, 2.16s/it]
85%|████████▍ | 1256/1480 [30:03<07:36, 2.04s/it]
85%|████████▍ | 1257/1480 [30:05<07:15, 1.95s/it]
85%|████████▌ | 1258/1480 [30:06<07:01, 1.90s/it]
85%|████████▌ | 1259/1480 [30:08<06:53, 1.87s/it]
85%|████████▌ | 1260/1480 [30:11<07:39, 2.09s/it]
85%|████████▌ | 1261/1480 [30:13<07:51, 2.15s/it]
85%|████████▌ | 1262/1480 [30:15<07:52, 2.17s/it]
85%|████████▌ | 1263/1480 [30:18<08:02, 2.22s/it]
85%|████████▌ | 1264/1480 [30:20<08:17, 2.30s/it]
85%|████████▌ | 1265/1480 [30:22<07:50, 2.19s/it]
86%|████████▌ | 1266/1480 [30:24<07:18, 2.05s/it]
86%|████████▌ | 1267/1480 [30:26<07:05, 2.00s/it]
86%|████████▌ | 1268/1480 [30:28<07:34, 2.14s/it]
86%|████████▌ | 1269/1480 [30:30<07:39, 2.18s/it]
86%|████████▌ | 1270/1480 [30:33<07:45, 2.22s/it]
86%|████████▌ | 1271/1480 [30:35<07:25, 2.13s/it]
86%|████████▌ | 1272/1480 [30:37<07:45, 2.24s/it]
86%|████████▌ | 1273/1480 [30:40<08:00, 2.32s/it]
86%|████████▌ | 1274/1480 [30:42<08:01, 2.34s/it]
86%|████████▌ | 1275/1480 [30:44<07:30, 2.20s/it]
86%|████████▌ | 1276/1480 [30:46<07:07, 2.10s/it]
86%|████████▋ | 1277/1480 [30:47<06:41, 1.98s/it]
86%|████████▋ | 1278/1480 [30:49<06:18, 1.87s/it]
86%|████████▋ | 1279/1480 [30:51<06:04, 1.81s/it]
86%|████████▋ | 1280/1480 [30:52<05:42, 1.71s/it]
87%|████████▋ | 1281/1480 [30:54<05:21, 1.61s/it]
87%|████████▋ | 1282/1480 [30:55<05:13, 1.58s/it]
87%|████████▋ | 1283/1480 [30:57<05:17, 1.61s/it]
87%|████████▋ | 1284/1480 [30:58<05:13, 1.60s/it]
87%|████████▋ | 1285/1480 [31:00<05:19, 1.64s/it]
87%|████████▋ | 1286/1480 [31:02<05:26, 1.68s/it]
87%|████████▋ | 1287/1480 [31:04<05:27, 1.70s/it]
87%|████████▋ | 1288/1480 [31:05<05:28, 1.71s/it]
87%|████████▋ | 1289/1480 [31:07<05:38, 1.77s/it]
87%|████████▋ | 1290/1480 [31:09<05:55, 1.87s/it]
87%|████████▋ | 1291/1480 [31:11<05:57, 1.89s/it]
87%|████████▋ | 1292/1480 [31:14<06:19, 2.02s/it]
87%|████████▋ | 1293/1480 [31:16<06:12, 1.99s/it]
87%|████████▋ | 1294/1480 [31:17<06:01, 1.95s/it]
88%|████████▊ | 1295/1480 [31:19<05:33, 1.81s/it]
88%|████████▊ | 1296/1480 [31:20<05:09, 1.68s/it]
88%|████████▊ | 1297/1480 [31:22<05:06, 1.67s/it]
88%|████████▊ | 1298/1480 [31:24<05:06, 1.68s/it]
88%|████████▊ | 1299/1480 [31:25<05:07, 1.70s/it]
88%|████████▊ | 1300/1480 [31:27<05:12, 1.74s/it]
88%|████████▊ | 1301/1480 [31:29<05:11, 1.74s/it]
88%|████████▊ | 1302/1480 [31:31<05:10, 1.75s/it]
88%|████████▊ | 1303/1480 [31:32<05:09, 1.75s/it]
88%|████████▊ | 1304/1480 [31:34<05:09, 1.76s/it]
88%|████████▊ | 1305/1480 [31:36<05:19, 1.83s/it]
88%|████████▊ | 1306/1480 [31:38<05:33, 1.92s/it]
88%|████████▊ | 1307/1480 [31:41<05:48, 2.02s/it]
88%|████████▊ | 1308/1480 [31:43<05:48, 2.03s/it]
88%|████████▊ | 1309/1480 [31:45<05:41, 1.99s/it]
89%|████████▊ | 1310/1480 [31:46<05:32, 1.95s/it]
89%|████████▊ | 1311/1480 [31:48<05:28, 1.95s/it]
89%|████████▊ | 1312/1480 [31:50<05:22, 1.92s/it]
89%|████████▊ | 1313/1480 [31:52<05:14, 1.88s/it]
89%|████████▉ | 1314/1480 [31:54<05:07, 1.85s/it]
89%|████████▉ | 1315/1480 [31:56<05:14, 1.91s/it]
89%|████████▉ | 1316/1480 [31:57<05:00, 1.83s/it]
89%|████████▉ | 1317/1480 [31:59<04:54, 1.81s/it]
89%|████████▉ | 1318/1480 [32:01<04:49, 1.79s/it]
89%|████████▉ | 1319/1480 [32:03<04:44, 1.77s/it]
89%|████████▉ | 1320/1480 [32:05<05:01, 1.89s/it]
89%|████████▉ | 1321/1480 [32:06<04:39, 1.76s/it]
89%|████████▉ | 1322/1480 [32:08<04:19, 1.64s/it]
89%|████████▉ | 1323/1480 [32:09<04:05, 1.57s/it]
89%|████████▉ | 1324/1480 [32:11<04:06, 1.58s/it]
90%|████████▉ | 1325/1480 [32:12<03:56, 1.53s/it]
90%|████████▉ | 1326/1480 [32:13<03:50, 1.50s/it]
90%|████████▉ | 1327/1480 [32:15<03:52, 1.52s/it]
90%|████████▉ | 1328/1480 [32:17<03:47, 1.50s/it]
90%|████████▉ | 1329/1480 [32:18<03:52, 1.54s/it]
90%|████████▉ | 1330/1480 [32:20<03:47, 1.52s/it]
90%|████████▉ | 1331/1480 [32:21<03:57, 1.59s/it]
90%|█████████ | 1332/1480 [32:23<03:46, 1.53s/it]
90%|█████████ | 1333/1480 [32:25<03:54, 1.60s/it]
90%|█████████ | 1334/1480 [32:26<03:48, 1.56s/it]
90%|█████████ | 1335/1480 [32:28<03:44, 1.55s/it]
90%|█████████ | 1336/1480 [32:29<03:43, 1.55s/it]
90%|█████████ | 1337/1480 [32:31<03:39, 1.54s/it]
90%|█████████ | 1338/1480 [32:32<03:45, 1.59s/it]
90%|█████████ | 1339/1480 [32:34<03:49, 1.63s/it]
91%|█████████ | 1340/1480 [32:36<03:52, 1.66s/it]
91%|█████████ | 1341/1480 [32:37<03:46, 1.63s/it]
91%|█████████ | 1342/1480 [32:39<03:52, 1.69s/it]
91%|█████████ | 1343/1480 [32:41<03:44, 1.64s/it]
91%|█████████ | 1344/1480 [32:42<03:44, 1.65s/it]
91%|█████████ | 1345/1480 [32:44<03:42, 1.65s/it]
In [ ]:
Content source: sushantMoon/Gridkey
Similar notebooks: