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
# 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=0.45,
subgroups=[],
relation='m:m',
)
# Execute the ID generation
result = id_generator.execute()
result.head()
Processing periods left-right at 2025-06-02 19:03:40.804303
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1321/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1331/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1341/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1351/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1361/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1371/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1381/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1391/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1401/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1411/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1421/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1431/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1441/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1451/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1461/29929 ━━━━━━━━━━━━━━━━━━━━ 2:28 5ms/step 1471/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1481/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1491/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1501/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1511/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1521/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1531/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1541/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1551/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1561/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1571/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1581/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1591/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1601/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1611/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1621/29929 ━━━━━━━━━━━━━━━━━━━━ 2:27 5ms/step 1631/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1641/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1651/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1661/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1671/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1681/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1691/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1701/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1711/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1721/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1731/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1741/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1752/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1763/29929 ━━━━━━━━━━━━━━━━━━━━ 2:26 5ms/step 1773/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1783/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1793/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1803/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1813/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1823/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1833/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1843/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1853/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1863/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1874/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1884/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1895/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1905/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1915/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1925/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1935/29929 ━━━━━━━━━━━━━━━━━━━━ 2:25 5ms/step 1945/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 1955/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 1965/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 1975/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 1985/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 1995/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2005/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2015/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2025/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2035/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2045/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2055/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2065/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2075/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2085/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2095/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2105/29929 ━━━━━━━━━━━━━━━━━━━━ 2:24 5ms/step 2115/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2125/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2135/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2145/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2155/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2165/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2175/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2185/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2195/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2205/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2215/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2225/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2235/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2245/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2255/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2265/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2275/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2285/29929 ━━━━━━━━━━━━━━━━━━━━ 2:23 5ms/step 2295/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2305/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2315/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2325/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2335/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2345/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2355/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2365/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2375/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2385/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2395/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2405/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2415/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2425/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2435/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2445/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2455/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2465/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2475/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2481/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2491/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2501/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2511/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2521/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2531/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2541/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2551/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2561/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2571/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2581/29929 ━━━━━━━━━━━━━━━━━━━━ 2:22 5ms/step 2591/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2601/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2611/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2621/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2631/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2641/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2651/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2661/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2671/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2681/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2691/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2701/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2711/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2721/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2731/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2741/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2751/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2761/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2771/29929 ━━━━━━━━━━━━━━━━━━━━ 2:21 5ms/step 2781/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2791/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2801/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2811/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2821/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2831/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2841/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2851/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2861/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2871/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2881/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2891/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2901/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2911/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2921/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2931/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2941/29929 ━━━━━━━━━━━━━━━━━━━━ 2:20 5ms/step 2951/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 2961/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 2971/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 2981/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 2991/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3001/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3011/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3021/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3031/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3041/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3051/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3061/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3071/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3081/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3091/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3101/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3111/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3121/29929 ━━━━━━━━━━━━━━━━━━━━ 2:19 5ms/step 3131/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3141/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3151/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3161/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3171/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3181/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3191/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3201/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3211/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3221/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3231/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3241/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3251/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3261/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3271/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3281/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3291/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3301/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3311/29929 ━━━━━━━━━━━━━━━━━━━━ 2:18 5ms/step 3321/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3331/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3342/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3352/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3363/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3373/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3383/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3393/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3403/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3413/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3424/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3435/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3446/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3457/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3467/29929 ━━━━━━━━━━━━━━━━━━━━ 2:17 5ms/step 3477/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3487/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3497/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3507/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3517/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3527/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3537/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3547/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3557/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3567/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3577/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3587/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3598/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3609/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3619/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3630/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3640/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3650/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3660/29929 ━━━━━━━━━━━━━━━━━━━━ 2:16 5ms/step 3670/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3680/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3690/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3700/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3711/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3721/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3731/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3741/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3751/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3761/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3771/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3781/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3791/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3801/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3811/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3821/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3831/29929 ━━━━━━━━━━━━━━━━━━━━ 2:15 5ms/step 3841/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3851/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3861/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3871/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3881/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3891/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3901/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3911/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3921/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3931/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3941/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3951/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3961/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3971/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3981/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 3991/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 4001/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 4011/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 4021/29929 ━━━━━━━━━━━━━━━━━━━━ 2:14 5ms/step 4031/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4041/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4051/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4061/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4071/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4081/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4091/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4101/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4111/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4121/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4131/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4141/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4151/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4161/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4171/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4181/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4183/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4193/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4203/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4213/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4223/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4233/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4243/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4253/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4263/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4273/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4283/29929 ━━━━━━━━━━━━━━━━━━━━ 2:13 5ms/step 4293/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4303/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4313/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4323/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4333/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4343/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4353/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4363/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4374/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4384/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4394/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4405/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4416/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4426/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4436/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4446/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4456/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4466/29929 ━━━━━━━━━━━━━━━━━━━━ 2:12 5ms/step 4476/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4486/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4496/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4506/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4516/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4526/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4536/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4546/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4556/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4566/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4576/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4586/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4596/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4606/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4616/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4626/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4636/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4646/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4656/29929 ━━━━━━━━━━━━━━━━━━━━ 2:11 5ms/step 4666/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4676/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4686/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4696/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4706/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4716/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4726/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4736/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4746/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4756/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4766/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4776/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4786/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4796/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4806/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4816/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4826/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4836/29929 ━━━━━━━━━━━━━━━━━━━━ 2:10 5ms/step 4846/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4856/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4866/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4876/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4886/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4896/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4906/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4916/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4926/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4936/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4946/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4956/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4966/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4976/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4986/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 4996/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 5006/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 5016/29929 ━━━━━━━━━━━━━━━━━━━━ 2:09 5ms/step 5026/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5036/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5046/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5056/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5066/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5076/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5086/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5096/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5106/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5116/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5126/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5136/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5146/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5156/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5166/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5176/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5186/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5196/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5206/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5216/29929 ━━━━━━━━━━━━━━━━━━━━ 2:08 5ms/step 5226/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5236/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5246/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5256/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5266/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5276/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5286/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5296/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5306/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5316/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5326/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5336/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5346/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5356/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5366/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5376/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5386/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5396/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5406/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5416/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5426/29929 ━━━━━━━━━━━━━━━━━━━━ 2:07 5ms/step 5435/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5444/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5454/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5464/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5474/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5484/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5494/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5504/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5514/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5524/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5534/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5544/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5554/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5564/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5574/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5584/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5594/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5604/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5614/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5624/29929 ━━━━━━━━━━━━━━━━━━━━ 2:06 5ms/step 5634/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5644/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5654/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5664/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5674/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5684/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5694/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5704/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5714/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5724/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5734/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5744/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5754/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5764/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5774/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5784/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5794/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5804/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5814/29929 ━━━━━━━━━━━━━━━━━━━━ 2:05 5ms/step 5824/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5834/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5844/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5854/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5864/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5874/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5884/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5885/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5895/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5905/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5915/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5925/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5935/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5945/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5955/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5965/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5975/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5985/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 5995/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 6005/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 6015/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 6025/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 6035/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 6045/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 6055/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 6065/29929 ━━━━━━━━━━━━━━━━━━━━ 2:04 5ms/step 6075/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6085/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6095/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6105/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6115/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6125/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6135/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6145/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6155/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6165/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6175/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6185/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6195/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6205/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6215/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6225/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6235/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6245/29929 ━━━━━━━━━━━━━━━━━━━━ 2:03 5ms/step 6255/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6265/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6275/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6285/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6295/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6305/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6315/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6325/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6335/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6345/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6355/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6365/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6375/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6385/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6395/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6405/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6415/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6425/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6435/29929 ━━━━━━━━━━━━━━━━━━━━ 2:02 5ms/step 6445/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6455/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6465/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6475/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6485/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6495/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6505/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6515/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6525/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6535/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6545/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6555/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6565/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6575/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6585/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6595/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6605/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6615/29929 ━━━━━━━━━━━━━━━━━━━━ 2:01 5ms/step 6625/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6635/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6645/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6655/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6665/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6675/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6685/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6695/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6705/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6715/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6725/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6735/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6745/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6755/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6765/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6775/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6785/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6795/29929 ━━━━━━━━━━━━━━━━━━━━ 2:00 5ms/step 6805/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6815/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6825/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6835/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6845/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6855/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6865/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6875/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6885/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6895/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6905/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6915/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6925/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6935/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6945/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6955/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6965/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6975/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6985/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 6995/29929 ━━━━━━━━━━━━━━━━━━━━ 1:59 5ms/step 7005/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7015/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7025/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7035/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7045/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7055/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7065/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7075/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7085/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7095/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7105/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7115/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7125/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7135/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7145/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7155/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7165/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7175/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7185/29929 ━━━━━━━━━━━━━━━━━━━━ 1:58 5ms/step 7195/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7205/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7215/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7225/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7235/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7245/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7255/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7265/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7275/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7285/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7295/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7305/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7315/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7325/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7335/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7345/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7355/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7365/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7375/29929 ━━━━━━━━━━━━━━━━━━━━ 1:57 5ms/step 7385/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7395/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7405/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7415/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7425/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7435/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7445/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7455/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7465/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7475/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7485/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7495/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7505/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7515/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7525/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7535/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7545/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7555/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7565/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7575/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7585/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7595/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7599/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7609/29929 ━━━━━━━━━━━━━━━━━━━━ 1:56 5ms/step 7619/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7629/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7639/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7649/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7659/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7670/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7681/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7692/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7702/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7712/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7722/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7732/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7742/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7752/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7762/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7772/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7782/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7792/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7802/29929 ━━━━━━━━━━━━━━━━━━━━ 1:55 5ms/step 7812/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7822/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7832/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7842/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7852/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7862/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7872/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7882/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7892/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7902/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7912/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7922/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7932/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7942/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7952/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7962/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7972/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7982/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 7992/29929 ━━━━━━━━━━━━━━━━━━━━ 1:54 5ms/step 8002/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8012/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8022/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8032/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8042/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8052/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8062/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8072/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8082/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8092/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8102/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8112/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8122/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8132/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8142/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8152/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8162/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8172/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8182/29929 ━━━━━━━━━━━━━━━━━━━━ 1:53 5ms/step 8192/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8202/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8212/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8222/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8232/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8242/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8252/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8262/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8273/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8284/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8294/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8304/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8314/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8324/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8334/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8344/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8354/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8364/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8374/29929 ━━━━━━━━━━━━━━━━━━━━ 1:52 5ms/step 8384/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8394/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8404/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8414/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8424/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8434/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8444/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8454/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8464/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8474/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8484/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8494/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8504/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8514/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8524/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8534/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8544/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8554/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8564/29929 ━━━━━━━━━━━━━━━━━━━━ 1:51 5ms/step 8574/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8584/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8594/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8604/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8614/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8624/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8634/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8644/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8654/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8664/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8674/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8684/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8694/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8704/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8714/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8724/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8734/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8744/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8754/29929 ━━━━━━━━━━━━━━━━━━━━ 1:50 5ms/step 8764/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8774/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8784/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8794/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8804/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8814/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8824/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8834/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8844/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8854/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8864/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8874/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8884/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8894/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8904/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8914/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8924/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8934/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8944/29929 ━━━━━━━━━━━━━━━━━━━━ 1:49 5ms/step 8954/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 8964/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 8974/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 8984/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 8994/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9004/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9014/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9024/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9034/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9044/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9054/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9064/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9074/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9084/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9094/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9104/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9114/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9124/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9134/29929 ━━━━━━━━━━━━━━━━━━━━ 1:48 5ms/step 9144/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9154/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9164/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9174/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9184/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9194/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9204/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9214/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9224/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9234/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9244/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9254/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9264/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9274/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9284/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9294/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9304/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9313/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9323/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9333/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9343/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9353/29929 ━━━━━━━━━━━━━━━━━━━━ 1:47 5ms/step 9363/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9373/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9383/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9393/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9403/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9413/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9423/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9433/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9443/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9453/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9463/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9473/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9483/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9493/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9503/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9513/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9523/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9533/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9543/29929 ━━━━━━━━━━━━━━━━━━━━ 1:46 5ms/step 9553/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9563/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9573/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9583/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9593/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9603/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9613/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9623/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9633/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9643/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9653/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9663/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9673/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9683/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9693/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9703/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9713/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9723/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9733/29929 ━━━━━━━━━━━━━━━━━━━━ 1:45 5ms/step 9743/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9753/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9763/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9773/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9783/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9793/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9803/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9813/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9823/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9833/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9843/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9853/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9863/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9873/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9883/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9893/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9903/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9913/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9923/29929 ━━━━━━━━━━━━━━━━━━━━ 1:44 5ms/step 9933/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step 9943/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step 9953/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step 9963/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step 9973/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step 9983/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step 9993/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10003/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10013/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10023/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10033/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10043/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10053/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10063/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10073/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10083/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10093/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10103/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10113/29929 ━━━━━━━━━━━━━━━━━━━━ 1:43 5ms/step10123/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10133/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10143/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10153/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10163/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10173/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10183/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10193/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10203/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10213/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10223/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10233/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10243/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10253/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10263/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10273/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10283/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10293/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10303/29929 ━━━━━━━━━━━━━━━━━━━━ 1:42 5ms/step10313/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 5ms/step10323/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 5ms/step10333/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 5ms/step10343/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 5ms/step10353/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 5ms/step10363/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 5ms/step10373/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 5ms/step10383/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 5ms/step10393/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 5ms/step10403/29929 ━━━━━━━━━━━━━━━━━━━━ 1:41 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59s 5ms/step18435/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18446/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18456/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18466/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18476/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18486/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18496/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18506/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18516/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18526/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18536/29929 ━━━━━━━━━━━━━━━━━━━━ 59s 5ms/step18546/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18556/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18566/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18575/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18585/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18595/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18605/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18615/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18625/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18635/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18645/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18654/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18664/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18673/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18683/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18693/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18703/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18713/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18723/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18733/29929 ━━━━━━━━━━━━━━━━━━━━ 58s 5ms/step18743/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18753/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18763/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18773/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18783/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18793/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18803/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18813/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18823/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18833/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18843/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18853/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18863/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18873/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18883/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18893/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18903/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18913/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18924/29929 ━━━━━━━━━━━━━━━━━━━━ 57s 5ms/step18934/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step18944/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step18954/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step18964/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step18974/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step18984/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step18994/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step19005/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step19015/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step19025/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step19036/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step19046/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step19056/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step19066/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step19076/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 5ms/step19086/29929 ━━━━━━━━━━━━━━━━━━━━ 56s 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5ms/step19319/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19330/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19340/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19350/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19360/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19370/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19380/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19390/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19400/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19410/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19420/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19430/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19440/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19450/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19460/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19470/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19480/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19490/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19500/29929 ━━━━━━━━━━━━━━━━━━━━ 54s 5ms/step19510/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19520/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19530/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19540/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19550/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19560/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19571/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19582/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19593/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19603/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19613/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19623/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19633/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19643/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19654/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19664/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19674/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19684/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19694/29929 ━━━━━━━━━━━━━━━━━━━━ 53s 5ms/step19704/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19714/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19724/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19734/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19744/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19754/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19764/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19774/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19784/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19794/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19804/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19814/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19824/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19834/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19844/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19854/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19864/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19874/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19884/29929 ━━━━━━━━━━━━━━━━━━━━ 52s 5ms/step19894/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19904/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19914/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19924/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19934/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19944/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19954/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19964/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19974/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19984/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step19994/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20004/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20014/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20024/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20034/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20044/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20054/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20064/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20074/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20084/29929 ━━━━━━━━━━━━━━━━━━━━ 51s 5ms/step20094/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20104/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20114/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20124/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20134/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20144/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20154/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20164/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20174/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20184/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20194/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20204/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20214/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20224/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20234/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20244/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20254/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20264/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20274/29929 ━━━━━━━━━━━━━━━━━━━━ 50s 5ms/step20284/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20294/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20304/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20314/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20324/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20334/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20344/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20354/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20365/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20375/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20385/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20395/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20405/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20415/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20425/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20435/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20445/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20455/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20465/29929 ━━━━━━━━━━━━━━━━━━━━ 49s 5ms/step20475/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20485/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20495/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20505/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20515/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20525/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20535/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20545/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20555/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20565/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20575/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20585/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20595/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20605/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20615/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20625/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20635/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20645/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20655/29929 ━━━━━━━━━━━━━━━━━━━━ 48s 5ms/step20665/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20675/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20685/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20695/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20706/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20717/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20727/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20738/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20748/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20759/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20769/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20779/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20789/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20799/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20809/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20819/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20829/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20840/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20850/29929 ━━━━━━━━━━━━━━━━━━━━ 47s 5ms/step20860/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20870/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20880/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20890/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20900/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20910/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20921/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20932/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20942/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20952/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20962/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20972/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20982/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step20992/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step21002/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step21012/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step21022/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step21032/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step21042/29929 ━━━━━━━━━━━━━━━━━━━━ 46s 5ms/step21052/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21062/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21072/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21082/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21092/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21102/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21112/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21122/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21132/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21142/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21152/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21162/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21172/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21182/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21192/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21202/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21212/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21222/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21232/29929 ━━━━━━━━━━━━━━━━━━━━ 45s 5ms/step21242/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21252/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21262/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21272/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21282/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21292/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21302/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21312/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21322/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21332/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21342/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21352/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21362/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21372/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21382/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21392/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21402/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21412/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21422/29929 ━━━━━━━━━━━━━━━━━━━━ 44s 5ms/step21432/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21442/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21452/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21462/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21472/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21482/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21492/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21502/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21512/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21517/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21527/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21537/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21547/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21557/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21567/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21577/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21587/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21597/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21607/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21617/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21627/29929 ━━━━━━━━━━━━━━━━━━━━ 43s 5ms/step21637/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21648/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21659/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21670/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21680/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21690/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21700/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21710/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21720/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21730/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21740/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21750/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21760/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21771/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21781/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21791/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21801/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21812/29929 ━━━━━━━━━━━━━━━━━━━━ 42s 5ms/step21822/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21832/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21842/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21852/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21862/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21872/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21882/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21892/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21902/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21912/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21922/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21932/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21942/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21952/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21962/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21972/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21982/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step21992/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step22002/29929 ━━━━━━━━━━━━━━━━━━━━ 41s 5ms/step22012/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22022/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22032/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22042/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22052/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22062/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22072/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22082/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22092/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22102/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22112/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22122/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22132/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22142/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22152/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22162/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22172/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22182/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22192/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22202/29929 ━━━━━━━━━━━━━━━━━━━━ 40s 5ms/step22212/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22222/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22232/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22242/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22252/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22262/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22272/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22283/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22294/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22305/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22316/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22327/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22337/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22348/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22358/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22368/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22378/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22388/29929 ━━━━━━━━━━━━━━━━━━━━ 39s 5ms/step22398/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22408/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22418/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22428/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22438/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22448/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22458/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22468/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22478/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22488/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22498/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22508/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22518/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22528/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22538/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22548/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22558/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22568/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22578/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22588/29929 ━━━━━━━━━━━━━━━━━━━━ 38s 5ms/step22598/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22608/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22618/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22628/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22638/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22648/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22658/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22668/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22678/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22688/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22698/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22708/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22718/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22728/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22738/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22748/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22758/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22768/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22778/29929 ━━━━━━━━━━━━━━━━━━━━ 37s 5ms/step22788/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22798/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22808/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22818/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22828/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22838/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22848/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22858/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22868/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22878/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22889/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22900/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22911/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22922/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22932/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22942/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22952/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22962/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22972/29929 ━━━━━━━━━━━━━━━━━━━━ 36s 5ms/step22982/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step22992/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23002/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23012/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23022/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23032/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23042/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23052/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23062/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23072/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23082/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23092/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23102/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23112/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23122/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23133/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23143/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23153/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23163/29929 ━━━━━━━━━━━━━━━━━━━━ 35s 5ms/step23174/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23184/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23194/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23204/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23214/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23224/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23234/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23244/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23254/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23264/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23274/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23284/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23291/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23301/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23311/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23321/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23331/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23341/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23351/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23361/29929 ━━━━━━━━━━━━━━━━━━━━ 34s 5ms/step23372/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23382/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23393/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23403/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23414/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23424/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23435/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23445/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23455/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23465/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23475/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23485/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23495/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23505/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23515/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23525/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23535/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23545/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23555/29929 ━━━━━━━━━━━━━━━━━━━━ 33s 5ms/step23565/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23575/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23585/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23595/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23605/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23615/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23625/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23635/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23645/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23655/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23665/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23675/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23685/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23695/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23705/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23715/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23725/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23735/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23745/29929 ━━━━━━━━━━━━━━━━━━━━ 32s 5ms/step23755/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23765/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23775/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23785/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23796/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23806/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23816/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23826/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23836/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23846/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23856/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23866/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23876/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23886/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23896/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23906/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23916/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23926/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23936/29929 ━━━━━━━━━━━━━━━━━━━━ 31s 5ms/step23947/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step23957/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step23968/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step23978/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step23988/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step23998/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24008/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24018/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24028/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24038/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24048/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24058/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24068/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24078/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24088/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24098/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24108/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24118/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24128/29929 ━━━━━━━━━━━━━━━━━━━━ 30s 5ms/step24138/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24148/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24158/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24168/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24178/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24188/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24198/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24208/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24218/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24228/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24238/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24248/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24258/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24268/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24278/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24288/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24298/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24308/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24318/29929 ━━━━━━━━━━━━━━━━━━━━ 29s 5ms/step24328/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24338/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24348/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24358/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24368/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24378/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24388/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24399/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24410/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24421/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24432/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24443/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24453/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24463/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24473/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24483/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24493/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24503/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24513/29929 ━━━━━━━━━━━━━━━━━━━━ 28s 5ms/step24523/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24533/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24543/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24553/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24563/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24573/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24583/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24593/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24603/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24613/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24624/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24635/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24646/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24656/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24666/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24676/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24686/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24696/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24706/29929 ━━━━━━━━━━━━━━━━━━━━ 27s 5ms/step24716/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24726/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24736/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24746/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24756/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24766/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24776/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24786/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24796/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24806/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24816/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24826/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24837/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24847/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24857/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24867/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24877/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24887/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24897/29929 ━━━━━━━━━━━━━━━━━━━━ 26s 5ms/step24907/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step24917/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step24927/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step24937/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step24947/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step24957/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step24967/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step24977/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step24987/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step24997/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25007/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25017/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25027/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25037/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25047/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25057/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25065/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25074/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25084/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25094/29929 ━━━━━━━━━━━━━━━━━━━━ 25s 5ms/step25104/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25114/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25124/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25134/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25144/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25154/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25164/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25174/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25184/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25194/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25204/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25214/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25224/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25234/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25244/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25254/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25264/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25274/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25284/29929 ━━━━━━━━━━━━━━━━━━━━ 24s 5ms/step25294/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25304/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25314/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25324/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25334/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25344/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25354/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25364/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25374/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25384/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25394/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25404/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25414/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25424/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25434/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25444/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25454/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25464/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25474/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25484/29929 ━━━━━━━━━━━━━━━━━━━━ 23s 5ms/step25494/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25504/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25514/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25524/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25534/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25544/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25554/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25564/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25574/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25584/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25594/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25604/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25614/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25624/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25634/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25644/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25654/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25664/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25674/29929 ━━━━━━━━━━━━━━━━━━━━ 22s 5ms/step25684/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25694/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25704/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25714/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25724/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25734/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25744/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25754/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25764/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25774/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25784/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25794/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25804/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25814/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25824/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25834/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25844/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25854/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25864/29929 ━━━━━━━━━━━━━━━━━━━━ 21s 5ms/step25874/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25884/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25894/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25904/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25914/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25924/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25934/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25944/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25954/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25964/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25974/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25984/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step25994/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step26004/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step26014/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step26024/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step26034/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step26044/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step26054/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step26064/29929 ━━━━━━━━━━━━━━━━━━━━ 20s 5ms/step26074/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 5ms/step26084/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 5ms/step26094/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 5ms/step26104/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 5ms/step26114/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 5ms/step26124/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 5ms/step26135/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 5ms/step26145/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 5ms/step26155/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 5ms/step26165/29929 ━━━━━━━━━━━━━━━━━━━━ 19s 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5ms/step27056/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27066/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27076/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27086/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27096/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27106/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27116/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27127/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27138/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27148/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27158/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27168/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27178/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27188/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27198/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27208/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27218/29929 ━━━━━━━━━━━━━━━━━━━━ 14s 5ms/step27228/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27238/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27248/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27258/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27268/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27278/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27288/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27298/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27308/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27318/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27328/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27338/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27348/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27358/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27368/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27378/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27388/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27398/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27408/29929 ━━━━━━━━━━━━━━━━━━━━ 13s 5ms/step27418/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27428/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27438/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27449/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27459/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27469/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27480/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27491/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27501/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27511/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27521/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27531/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27541/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27551/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27561/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27571/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27581/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27591/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27601/29929 ━━━━━━━━━━━━━━━━━━━━ 12s 5ms/step27611/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27621/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27631/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27641/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27651/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27661/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27671/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27681/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27691/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27701/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27711/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27721/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27731/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27741/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27751/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27761/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27771/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27781/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27791/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27801/29929 ━━━━━━━━━━━━━━━━━━━━ 11s 5ms/step27811/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27821/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27831/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27841/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27851/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27861/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27871/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27881/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27891/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27901/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27912/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27923/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27933/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27943/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27953/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27963/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27973/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27983/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step27993/29929 ━━━━━━━━━━━━━━━━━━━━ 10s 5ms/step28004/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step 28015/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28026/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28036/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28046/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28056/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28066/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28076/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28086/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28096/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28106/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28116/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28126/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28136/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28146/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28156/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28166/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28176/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28186/29929 ━━━━━━━━━━━━━━━━━━━━ 9s 5ms/step28196/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28206/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28217/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28228/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28238/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28248/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28258/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28268/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28278/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28288/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28298/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28308/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28318/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28328/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28338/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28348/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28358/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28368/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28378/29929 ━━━━━━━━━━━━━━━━━━━━ 8s 5ms/step28388/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28398/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28408/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28418/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28429/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28439/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28449/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28459/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28469/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28479/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28489/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28499/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28509/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28519/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28529/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28539/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28549/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28559/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28569/29929 ━━━━━━━━━━━━━━━━━━━━ 7s 5ms/step28579/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 5ms/step28589/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 5ms/step28599/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 5ms/step28609/29929 ━━━━━━━━━━━━━━━━━━━━ 6s 5ms/step28619/29929 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5ms/step29312/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step29322/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step29332/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step29342/29929 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step29352/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29362/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29372/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29382/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29392/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29402/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29412/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29422/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29433/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29443/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29453/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29463/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29473/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29483/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29493/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29503/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29513/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29523/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29533/29929 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step29543/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29553/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29563/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29573/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29583/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29593/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29603/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29613/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29623/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29633/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29643/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29653/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29663/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29673/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29683/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29693/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29703/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29713/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29723/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29733/29929 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step29743/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29753/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29763/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29773/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29783/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29793/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29803/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29813/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29823/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29833/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29843/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29853/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29863/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29873/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29883/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29894/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29905/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29916/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29927/29929 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step29929/29929 ━━━━━━━━━━━━━━━━━━━━ 155s 5ms/step
index |
panel_id |
|
|---|---|---|
0 |
0 |
37bcd8b2-a121-490f-b091-6237f30c6f74 |
1 |
1 |
806adfd7-f6a9-4985-bfdc-4a552a9e68e9 |
2 |
2 |
85caf423-95dd-4a66-905c-129ed867c971 |
3 |
3 |
5d986570-d3f9-4050-ade4-35d5c30a4856 |
4 |
4 |
ba63e976-2a7c-424c-9698-e38d9826f59d |
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 = ['1e87fc75b4', '0008e07878']
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 |
|
|---|---|---|---|---|---|---|
292 |
37bcd8b2-a121-490f-b091-6237f30c6f74 |
1e87fc75b4 |
left |
GLÜCKAUF-, ACTIEN-GESELLSCHAFT FÜR BRAUNKOHLEN… |
LICHTENAU |
ABBAU VON BRAUNKOHLENLAGERN U. BRIKETTFABRIKAT… |
293 |
37bcd8b2-a121-490f-b091-6237f30c6f74 |
0008e07878 |
right |
„GLÜCKAUF-’, ACT.-GES. FÜR BRAUNKOHLEN-VERWERT… |
ABBAU VON BRAUNKOHLENLAGERN U. BRIKETTFABRIKAT… |
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.