Creating a Common Identifier (ID)
Between Two Sources
1. Load Data & Model
Use the demonstration_model to generate a common ID for observations from the left and right DataFrames. To do so, we first have to load both the model and the data into memory.
import pandas as pd
from neer_match_utilities.model import Model
from neer_match_utilities.prepare import Prepare, similarity_map_to_dict
from pathlib import Path
from neer_match_utilities.custom_similarities import CustomSimilarities
# Load custom similarity functions
CustomSimilarities()
# Load model
loaded_model = Model.load(
'demonstration_model'
)
# Load files
left = pd.read_csv('left.csv')
right = pd.read_csv('right.csv')
2. Harmonize Format
After loading the model and data, it is crucial to ensure that the
formatting applied to the data remains consistent with the preprocessing
used during model training. The Prepare class is employed here to
harmonize the left and right DataFrames. Notice that the
`similarity_map is automatically loaded with the model, so there is no
need to redefine it.
prepare = Prepare(
similarity_map=similarity_map_to_dict(loaded_model.similarity_map),
df_left=left,
df_right=right,
id_left='company_id',
id_right='company_id',
spacy_pipeline='de_core_news_sm',
additional_stop_words=[]
)
left, right = prepare.format(
fill_numeric_na=False,
to_numeric=['found_year'],
fill_string_na=True,
capitalize=True,
lower_case=False,
remove_stop_words=False,
)
3. Generate a Common ID
The generate_ID method from the Panel class is designed to generate
a common identifier across multiple repeated cross sections. In our
case, creating an ID for observations in the left and right datasets
can be seen as a special case with two periods. Importantly, the
relation parameter enables the method to handle various types of
relationships between the observations in left and right (1:1, 1:m,
m:1, and m:m). Additionally, the panel_var parameter specifies the
name of the variable that will store these common identifiers. The
time_var parameter indicates the different cross sections (this could
be year for annual data, for instance). In our example, to generate an
ID for the left and right DataFrames, we first create a new column
(labeled side) to distinguish the two sources. Then, we stack the two
DataFrames vertically into a single DataFrame named df.
Importantly, the subgroups parameter allows you to implement a blocking strategy. Variables listed under this parameter restrict the ID generation process to comparing observations only within each subgroup. This can drastically minimize the required computation time because, by default, every observation in one cross section is compared to all observations in the comparison cross section. In our example, we could, for instance, create a new column that lists the first letter of each company entry, and include this newly created variable in the list of the subgroups parameter.
from neer_match_utilities.panel import GenerateID
left['side'] = 'left'
right['side'] = 'right'
df = pd.concat(
[
left,
right
],
axis=0,
ignore_index=True
)
# Create GenerateID instance
id_generator = GenerateID(
df_panel=df,
panel_var='panel_id',
time_var='side',
model=loaded_model,
prediction_threshold=0.5,
subgroups=[],
relation='m:m',
)
# Execute the ID generation
result = id_generator.execute()
result.head()
Processing periods left-right at 2025-09-02 13:01:28.534960
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1175/29929 ━━━━━━━━━━━━━━━━━━━━ 2:53 6ms/step 1184/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1193/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1202/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1211/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1220/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1229/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1238/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1247/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1256/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1265/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1274/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1283/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1292/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1301/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1310/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1319/29929 ━━━━━━━━━━━━━━━━━━━━ 2:52 6ms/step 1328/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1337/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1346/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1355/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1364/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1373/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1382/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1391/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1400/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1409/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1418/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1427/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1436/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1445/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1454/29929 ━━━━━━━━━━━━━━━━━━━━ 2:51 6ms/step 1463/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1472/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1481/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1490/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1499/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1508/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1517/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1526/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1535/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1544/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1553/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1562/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1571/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1580/29929 ━━━━━━━━━━━━━━━━━━━━ 2:50 6ms/step 1589/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1598/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1607/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1616/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1625/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1634/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1643/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1652/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1661/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1670/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1679/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1688/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 1697/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1706/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1715/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1724/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1733/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1742/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1751/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1760/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1769/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1778/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1787/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1796/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1805/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 1814/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1823/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1832/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1841/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1850/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1859/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1868/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1877/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1886/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1895/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1904/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1912/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1920/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1928/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1936/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1945/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1953/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1961/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1969/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1977/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1985/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 1993/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2001/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2009/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2017/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2025/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2033/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2041/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2049/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2057/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2065/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2073/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2081/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2089/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2097/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2105/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2113/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2121/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2129/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2137/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2145/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2153/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2161/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2169/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2177/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2185/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2193/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2201/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2209/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2217/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2225/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2233/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2241/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2249/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2257/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2265/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2273/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2281/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2289/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2297/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2305/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2313/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2321/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2329/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2337/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2345/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2353/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2361/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2369/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2377/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2385/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2392/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2400/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2408/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2415/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2423/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2431/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2439/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2447/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2455/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2463/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2471/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2479/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2487/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2495/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2503/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2511/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2519/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2520/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2528/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2536/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2544/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2552/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2561/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2569/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2577/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2586/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2595/29929 ━━━━━━━━━━━━━━━━━━━━ 2:49 6ms/step 2604/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2613/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2622/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2631/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2640/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2650/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2659/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2668/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2677/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2686/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2694/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2702/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2711/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2719/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2727/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2735/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2744/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2752/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2761/29929 ━━━━━━━━━━━━━━━━━━━━ 2:48 6ms/step 2770/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2779/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2788/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2797/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2806/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2815/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2824/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2833/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2842/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2851/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2860/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2869/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2878/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2887/29929 ━━━━━━━━━━━━━━━━━━━━ 2:47 6ms/step 2896/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2905/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2914/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2923/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2932/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2941/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2951/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2960/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2969/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2978/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2987/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 2996/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 3005/29929 ━━━━━━━━━━━━━━━━━━━━ 2:46 6ms/step 3014/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3023/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3032/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3041/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3050/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3059/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3068/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3077/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3086/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3095/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3104/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3113/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3122/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3131/29929 ━━━━━━━━━━━━━━━━━━━━ 2:45 6ms/step 3140/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3149/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3158/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3167/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3176/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3185/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3194/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3203/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3212/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3221/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3230/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3239/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3248/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3257/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3266/29929 ━━━━━━━━━━━━━━━━━━━━ 2:44 6ms/step 3275/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3284/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3293/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3302/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3311/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3320/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3329/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3338/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3347/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3356/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3365/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3374/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3383/29929 ━━━━━━━━━━━━━━━━━━━━ 2:43 6ms/step 3392/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3401/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3410/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3419/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3428/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3437/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3446/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3455/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3464/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3473/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3483/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3492/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3501/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3509/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3518/29929 ━━━━━━━━━━━━━━━━━━━━ 2:42 6ms/step 3527/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3536/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3545/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3554/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3563/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3572/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3581/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3590/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3599/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3608/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3616/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3625/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3633/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3641/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3649/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3658/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3666/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3674/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3683/29929 ━━━━━━━━━━━━━━━━━━━━ 2:41 6ms/step 3692/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3700/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3708/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3717/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3726/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3735/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3744/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3753/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3762/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3771/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3779/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3786/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3794/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3802/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3810/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3818/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3827/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3836/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3845/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3853/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3861/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3869/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3877/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3885/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3893/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3901/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3909/29929 ━━━━━━━━━━━━━━━━━━━━ 2:40 6ms/step 3917/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 3925/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 3934/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 3942/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 3951/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 3960/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 3968/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 3976/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 3985/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 3994/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4002/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4010/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4018/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4025/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4032/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4039/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4047/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4055/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4063/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4070/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4078/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4086/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4094/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4102/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4110/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4118/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4126/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4134/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4142/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4151/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4160/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4169/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4177/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4185/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4193/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4201/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4209/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4217/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4225/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4233/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4241/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4249/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4257/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4266/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4275/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4284/29929 ━━━━━━━━━━━━━━━━━━━━ 2:39 6ms/step 4293/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4302/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4311/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4320/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4329/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4338/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4347/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4356/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4365/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4374/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4383/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4392/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4401/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4410/29929 ━━━━━━━━━━━━━━━━━━━━ 2:38 6ms/step 4419/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4428/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4437/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4446/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4455/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4464/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4473/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4482/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4491/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4500/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4509/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4517/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4526/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4534/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4542/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4550/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4558/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4566/29929 ━━━━━━━━━━━━━━━━━━━━ 2:37 6ms/step 4574/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4582/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4591/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4600/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4608/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4617/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4625/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4633/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4641/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4649/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4657/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4665/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4673/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4682/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4691/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4699/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4707/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4716/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4725/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4734/29929 ━━━━━━━━━━━━━━━━━━━━ 2:36 6ms/step 4743/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4752/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4761/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4770/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4779/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4788/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4797/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4807/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4817/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4826/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4835/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4844/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4853/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4862/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4871/29929 ━━━━━━━━━━━━━━━━━━━━ 2:35 6ms/step 4880/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4889/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4898/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4907/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4915/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4924/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4933/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4942/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4951/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4960/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4969/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4978/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4987/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 4996/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 5005/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 5014/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 5023/29929 ━━━━━━━━━━━━━━━━━━━━ 2:34 6ms/step 5032/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5041/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5050/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5059/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5068/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5077/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5086/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5095/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5104/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5113/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5122/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5131/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5140/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5149/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5158/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5167/29929 ━━━━━━━━━━━━━━━━━━━━ 2:33 6ms/step 5176/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5185/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5194/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5203/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5212/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5221/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5230/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5239/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5248/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5257/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5266/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5275/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5284/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5293/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5302/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5311/29929 ━━━━━━━━━━━━━━━━━━━━ 2:32 6ms/step 5320/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5329/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5338/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5348/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5357/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5366/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5375/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5384/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5393/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5402/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5411/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5420/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5428/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5437/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5446/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5455/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5464/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5473/29929 ━━━━━━━━━━━━━━━━━━━━ 2:31 6ms/step 5482/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5491/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5499/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5508/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5517/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5526/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5535/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5544/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5553/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5562/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5571/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5580/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5589/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5598/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5607/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5616/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5625/29929 ━━━━━━━━━━━━━━━━━━━━ 2:30 6ms/step 5634/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5643/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5652/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5661/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5670/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5679/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5688/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5697/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5706/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5715/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5724/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5733/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5742/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5751/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5760/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5769/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5778/29929 ━━━━━━━━━━━━━━━━━━━━ 2:29 6ms/step 5787/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5796/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5805/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5814/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5823/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5832/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5841/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5850/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5859/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5868/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5877/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5886/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5895/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5899/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5907/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5916/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5925/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5934/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5943/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5952/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5961/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 6ms/step 5970/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 5979/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 5988/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 5997/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6006/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6015/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6024/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6033/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6042/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6051/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6060/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6069/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6078/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6087/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6096/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6105/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 6ms/step 6114/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6123/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6132/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6141/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6150/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6159/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6168/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6177/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6186/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6195/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6204/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6213/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6222/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6231/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6240/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6249/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 6ms/step 6258/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6267/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6276/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6285/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6294/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6302/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6311/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6320/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6329/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6338/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6347/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6356/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6365/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6374/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6383/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6392/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 6ms/step 6401/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6410/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6419/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6428/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6437/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6446/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6455/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6464/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6473/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6482/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6491/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6500/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6509/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6518/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6527/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6536/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 6ms/step 6545/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6554/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6563/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6572/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6581/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6590/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6599/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6608/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6617/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6626/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6635/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6644/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6653/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6662/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6671/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6680/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 6ms/step 6689/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6698/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6707/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6716/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6725/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6734/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6743/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6752/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6761/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6770/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6779/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6788/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6797/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6807/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6816/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6825/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 6ms/step 6834/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6843/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6852/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6861/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6870/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6879/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6888/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6897/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6906/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6915/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6924/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6933/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6942/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6951/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6960/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6969/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6978/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6987/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 6ms/step 6996/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7005/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7014/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7023/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7032/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7041/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7050/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7059/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7068/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7077/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7086/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7095/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7103/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7112/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7121/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7130/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 6ms/step 7139/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7148/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7157/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7166/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7175/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7184/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7193/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7202/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7211/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7220/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7229/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7238/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7247/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7256/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7265/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7274/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7283/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 6ms/step 7292/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7301/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7310/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7319/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7328/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7337/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7346/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7356/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7365/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7374/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7383/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7392/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7401/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7410/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7419/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7428/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7437/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 6ms/step 7446/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7455/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7464/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7473/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7482/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7491/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7500/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7509/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7518/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7527/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7536/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7545/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7554/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7563/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7572/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7581/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7590/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7599/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7600/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7609/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7618/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 6ms/step 7627/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7636/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7645/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7654/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7663/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7672/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7681/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7690/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7699/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7708/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7717/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7726/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7735/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7744/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7753/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7762/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7771/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 6ms/step 7779/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7788/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7797/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7806/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7815/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7824/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7833/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7842/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7851/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7860/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7869/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7878/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7887/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7896/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7905/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7915/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7924/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 6ms/step 7933/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 7942/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 7951/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 7960/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 7969/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 7978/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 7987/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 7996/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8005/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8014/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8023/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8032/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8041/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8050/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8059/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8068/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8077/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 6ms/step 8086/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8095/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8104/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8113/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8122/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8131/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8140/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8149/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8158/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8167/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8176/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8185/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8194/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8203/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8212/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8221/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8230/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 6ms/step 8239/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8248/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8257/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8266/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8275/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8284/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8293/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8302/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8311/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8320/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8329/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8338/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8347/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8356/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8365/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8374/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 6ms/step 8383/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8392/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8401/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8410/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8419/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8428/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8437/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8446/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8455/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8464/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8473/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8482/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8491/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8500/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8509/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8518/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8527/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 6ms/step 8536/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8545/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8554/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8563/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8572/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8581/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8590/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8599/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8608/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8617/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8626/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8636/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8645/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8654/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8663/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8672/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8681/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 6ms/step 8690/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8699/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8708/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8717/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8726/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8735/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8744/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8753/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8762/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8771/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8780/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8789/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8798/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8807/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8816/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8825/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8834/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8843/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 6ms/step 8852/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8861/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8870/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8879/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8888/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8897/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8906/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8915/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8924/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8933/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8942/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8951/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8960/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8969/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8978/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8987/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 8996/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 6ms/step 9005/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9014/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9023/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9032/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9041/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9050/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9059/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9068/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9077/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9086/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9095/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9103/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9111/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9119/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9128/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9137/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9146/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9155/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9164/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 6ms/step 9173/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9182/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9191/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9200/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9209/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9218/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9225/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9232/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9237/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9245/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9253/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9261/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9270/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9278/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9286/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9294/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9301/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9309/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9317/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9324/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9332/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9336/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9344/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9351/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9356/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9363/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9371/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9379/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9387/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9395/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9403/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9411/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9419/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 6ms/step 9428/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9436/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9444/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9452/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9461/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9469/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9478/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9487/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9496/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9505/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9514/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9523/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9532/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9541/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9550/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9559/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9568/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9577/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9586/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 6ms/step 9595/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9604/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9613/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9622/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9631/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9640/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9649/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9658/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9667/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9676/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9685/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9694/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9704/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9713/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9722/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9731/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9740/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 6ms/step 9749/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9758/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9767/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9776/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9785/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9794/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9803/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9812/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9821/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9830/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9839/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9848/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9857/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9867/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9876/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9885/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9894/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 6ms/step 9903/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9912/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9921/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9930/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9939/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9948/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9957/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9966/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9975/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9984/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step 9993/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step10002/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step10011/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step10020/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step10029/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step10038/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step10047/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step10056/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 6ms/step10066/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10075/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10084/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10093/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10102/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10111/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10120/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10129/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10138/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10147/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10156/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10165/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10174/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10183/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10191/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10200/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10209/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10218/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 6ms/step10227/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 6ms/step10236/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 6ms/step10245/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 6ms/step10253/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 6ms/step10257/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 6ms/step10263/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 6ms/step10270/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 6ms/step10277/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 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6ms/step20101/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20110/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20119/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20128/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20137/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20146/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20155/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20164/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20173/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20182/29929 ━━━━━━━━━━━━━━━━━━━━ 1:00 6ms/step20191/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step 20200/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20209/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20218/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20227/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20236/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20245/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20254/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20263/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20272/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20281/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20290/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20299/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20308/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20317/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20326/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20335/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20344/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 6ms/step20353/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20362/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20371/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20380/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20389/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20398/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20407/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20416/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20425/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20434/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20443/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20452/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20461/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20470/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20479/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20488/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20497/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20506/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 6ms/step20515/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20523/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20532/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20541/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20550/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20559/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20568/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20577/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20586/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20595/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20604/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20613/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20622/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20631/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20640/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20649/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20658/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20667/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 6ms/step20676/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20685/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20694/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20703/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20712/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20721/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20730/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20739/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20748/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20757/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20766/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20775/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20784/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20793/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20802/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20811/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20820/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20829/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 6ms/step20838/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20847/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20856/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20865/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20874/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20883/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20892/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20901/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20910/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20919/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20928/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20937/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20946/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20955/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20964/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20973/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20982/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step20991/29929 ━━━━━━━━━━━━━━━━━━━━ 55s 6ms/step21000/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21009/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21018/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21027/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21036/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21045/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21054/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21063/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21072/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21081/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21090/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21099/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21108/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21117/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21126/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21135/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21144/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21153/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 6ms/step21162/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21171/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21180/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21189/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21198/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21207/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21216/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21225/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21234/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21243/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21252/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21261/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21270/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21279/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21288/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21297/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21306/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21315/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 6ms/step21324/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21333/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21342/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21351/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21360/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21369/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21378/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21387/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21396/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21400/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21408/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21417/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21426/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21435/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21444/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21453/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21462/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21471/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21480/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 6ms/step21489/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21498/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21507/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21516/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21525/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21534/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21543/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21552/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21561/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21570/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21579/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21588/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21597/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21606/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21615/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21624/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21633/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21642/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 6ms/step21651/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21660/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21669/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21678/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21687/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21696/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21705/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21714/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21723/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21732/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21741/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21750/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21759/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21768/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21777/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21786/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21795/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21804/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 6ms/step21813/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21822/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21831/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21840/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21849/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21858/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21867/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21876/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21885/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21894/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21903/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21912/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21921/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21930/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21939/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21948/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21957/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 6ms/step21966/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step21975/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step21984/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step21993/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22002/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22011/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22020/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22029/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22038/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22047/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22056/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22065/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22074/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22083/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22092/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22101/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22110/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22119/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 6ms/step22128/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22137/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22146/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22155/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22165/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22174/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22183/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22192/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22201/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22210/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22219/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22228/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22237/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22246/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22255/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22264/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22273/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22282/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 6ms/step22291/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22300/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22309/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22318/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22327/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22336/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22345/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22354/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22363/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22372/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22381/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22390/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22399/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22408/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22417/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22426/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22435/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22444/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 6ms/step22454/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22463/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22472/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22481/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22490/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22500/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22509/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22518/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22527/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22536/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22545/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22554/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22563/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22572/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22581/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22590/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22599/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22608/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 6ms/step22617/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22626/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22635/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22644/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22653/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22662/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22671/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22680/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22689/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22698/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22707/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22716/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22725/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22734/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22743/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22752/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22761/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22770/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 6ms/step22779/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22788/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22797/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22806/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22815/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22824/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22833/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22842/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22851/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22860/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22869/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22878/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22887/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22896/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22905/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22914/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22923/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22932/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 6ms/step22941/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step22950/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step22959/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step22968/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step22977/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step22986/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step22995/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23004/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23013/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23022/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23031/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23040/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23049/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23058/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23067/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23076/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23085/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23094/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 6ms/step23103/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23112/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23121/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23130/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23139/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23148/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23157/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23161/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23169/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23178/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23187/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23196/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23205/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23214/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23223/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23232/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23241/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23250/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23259/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 6ms/step23268/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23277/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23286/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23295/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23304/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23313/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23322/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23331/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23340/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23349/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23358/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23367/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23376/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23385/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23394/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23403/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23412/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23421/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 6ms/step23430/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23439/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23448/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23457/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23466/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23475/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23484/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23493/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23502/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23511/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23520/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23529/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23538/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23547/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23556/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23565/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23574/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23582/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 6ms/step23590/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23599/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23607/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23616/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23625/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23634/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23643/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23651/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23660/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23669/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23678/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23687/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23696/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23705/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23714/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23723/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23732/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23741/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 6ms/step23750/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23759/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23768/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23777/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23786/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23795/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23804/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23813/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23822/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23832/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23841/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23850/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23860/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23869/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23878/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23887/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23896/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23905/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 6ms/step23914/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step23923/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step23932/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step23941/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step23950/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step23959/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step23968/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step23977/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step23986/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step23995/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step24004/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step24013/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step24022/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step24031/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 6ms/step24040/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 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6ms/step27997/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28006/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28015/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28024/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28033/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28042/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28051/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28060/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28069/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28078/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28087/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28096/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28105/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28114/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28123/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28132/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 6ms/step28141/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 6ms/step28150/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 6ms/step28159/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 6ms/step28168/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 6ms/step28177/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 6ms/step28186/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 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6ms/step28595/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 6ms/step28604/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 6ms/step28613/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 6ms/step28622/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 6ms/step28631/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28640/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28649/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28658/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28667/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28676/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28685/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28694/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28703/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28712/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28721/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28730/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28739/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28749/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28758/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28767/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28776/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28785/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step28794/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28803/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28812/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28821/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28830/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28839/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28848/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28857/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28866/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28875/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28884/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28893/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28902/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28911/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28920/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28929/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28938/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28947/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 6ms/step28956/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step28965/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step28974/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step28983/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step28992/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29001/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29010/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29019/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29028/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29037/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29046/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29055/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29064/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29073/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29082/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29091/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29100/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29109/29929 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step29118/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29127/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29136/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29145/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29154/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29163/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29172/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29181/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29190/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29199/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29208/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29217/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29226/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29235/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29244/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29253/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29262/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29271/29929 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step29280/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29289/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29298/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29307/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29316/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29325/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29334/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29343/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29352/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29361/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29370/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29379/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29388/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29397/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29406/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29415/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29424/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29433/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step29442/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29451/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29460/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29469/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29478/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29488/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29497/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29506/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29515/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29524/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29533/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29542/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29551/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29560/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29569/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29578/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29587/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29596/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step29605/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29614/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29623/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29632/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29641/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29650/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29659/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29668/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29677/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29686/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29695/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29704/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29713/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29722/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29731/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29740/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29749/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29758/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step29767/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29776/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29785/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29794/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29803/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29812/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29821/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29830/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29839/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29848/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29857/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29866/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29875/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29884/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29893/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29902/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29911/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29920/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step29929/29929 ━━━━━━━━━━━━━━━━━━━━ 183s 6ms/step
index |
panel_id |
|
|---|---|---|
0 |
0 |
028cbf9d-ac97-4ce8-bddf-30aa3a0eae06 |
1 |
1 |
2b5bdb90-50aa-483e-bcf5-41638b5d2d06 |
2 |
2 |
fdea866f-5126-49d5-bc6d-a70c85e6392e |
3 |
3 |
39de37f3-ad6b-48a0-b810-509aef551b6a |
4 |
4 |
90215275-3d8b-497f-b25d-5cc7374f7534 |
The generate_ID method from the Panel class is designed to generate
a common identifier across multiple repeated cross sections. In our
case, creating an ID for observations in the left and right datasets can
be seen as a special case with two periods. Importantly, the relation
parameter enables the method to handle various types of relationships
between the observations in left and right (such as 1:1, 1:m, m:1,
and m:m). Additionally, the panel_var parameter specifies the name
of the variable that will store these common identifiers.
df = pd.merge(
df,
result,
left_index=True,
right_on='index',
validate='1:1'
)
df = df.sort_values(['panel_id', 'side', 'company_id']).reset_index(drop=True)
# Prepare selection to be viewed
selected_ids = ['22ac99ae20', 'e9823a3073']
columns_to_show = [
'panel_id',
'company_id',
'side',
'company_name',
'city',
'purpose',
]
df_selection= df[df['company_id'].isin(selected_ids)][columns_to_show]
df_selection
panel_id |
company_id |
side |
company_name |
city |
purpose |
|
|---|---|---|---|---|---|---|
798 |
90215275-3d8b-497f-b25d-5cc7374f7534 |
22ac99ae20 |
left |
KAISERSTEINBRUCH-ACTIENGESELLSCHAFT IN LIQU. I… |
KÖLN |
BETRIEB VON STEINHAUEREIEN U. ALLER MIT DEM BA… |
799 |
90215275-3d8b-497f-b25d-5cc7374f7534 |
e9823a3073 |
right |
KAISERSTEINBRUCH-ACTIENGESELLSCHAFT IN KÖLN, |
KÖLN |
BETRIEB VON STEINHAUEREIEN U. ALLER MIT DEM BA… |
Repeated Cross-Sections (Panel ID)
The method demonstrated above can be generalized to generate common identifiers across multiple repeated cross sections, not just the two in our example above (left and right). The same underlying logic applies regardless of the number of cross sections (i.e., periods), ensuring a consistent and unified ID generation process across your entire dataset.