tbumi commited on
Commit
1eeb4d6
1 Parent(s): 6866b3b
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1
+ ---
2
+ library_name: ml-agents
3
+ tags:
4
+ - SoccerTwos
5
+ - deep-reinforcement-learning
6
+ - reinforcement-learning
7
+ - ML-Agents-SoccerTwos
8
+ ---
9
+
10
+ # **poca** Agent playing **SoccerTwos**
11
+ This is a trained model of a **poca** agent playing **SoccerTwos**
12
+ using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
13
+
14
+ ## Usage (with ML-Agents)
15
+ The Documentation: https://unity-technologies.github.io/ml-agents/ML-Agents-Toolkit-Documentation/
16
+
17
+ We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
18
+ - A *short tutorial* where you teach Huggy the Dog 🐶 to fetch the stick and then play with him directly in your
19
+ browser: https://huggingface.co/learn/deep-rl-course/unitbonus1/introduction
20
+ - A *longer tutorial* to understand how works ML-Agents:
21
+ https://huggingface.co/learn/deep-rl-course/unit5/introduction
22
+
23
+ ### Resume the training
24
+ ```bash
25
+ mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
26
+ ```
27
+
28
+ ### Watch your Agent play
29
+ You can watch your agent **playing directly in your browser**
30
+
31
+ 1. If the environment is part of ML-Agents official environments, go to https://huggingface.co/unity
32
+ 2. Step 1: Find your model_id: tbumi/poca-SoccerTwos
33
+ 3. Step 2: Select your *.nn /*.onnx file
34
+ 4. Click on Watch the agent play 👀
35
+
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+ size 28432022
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+ default_settings: null
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+ num_epoch: 3
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+ seed: -1
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+ restarts_rate_limit_period_s: 60
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+ width: 84
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+ height: 84
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70
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+ run_id: SoccerTwos-02
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+ initialize_from: null
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+ resume: false
78
+ force: false
79
+ train_model: false
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+ inference: false
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+ results_dir: results
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+ torch_settings:
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+ device: null
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+ debug: false
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+ PlayerPrefs - Creating folder: /home/traphole/.config/unity3d/Unity Technologies/SoccerTwos
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
36
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
37
+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
38
+ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
40
+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ UnloadTime: 0.435917 ms
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+ Registered Communicator in Agent.
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+ requesting resize 84 x 84
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1791
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1792
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1793
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1794
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1795
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1796
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1797
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1798
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1799
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1800
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1801
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1802
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1803
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1804
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1805
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1806
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1807
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1808
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1809
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1810
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1811
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1812
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1813
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1814
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1815
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1816
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1817
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1818
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1819
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1820
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1821
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1822
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1823
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1824
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1825
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1826
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1827
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1828
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1829
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1830
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1831
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1832
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1833
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1834
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1835
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1836
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1837
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1838
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1839
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1840
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1842
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1844
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1850
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1852
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1854
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1855
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1856
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1857
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1858
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1859
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1860
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1861
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1862
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1863
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1864
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1865
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1866
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1867
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1868
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1869
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1870
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1871
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1872
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1873
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1874
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1875
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1876
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1877
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1878
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1879
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1880
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1881
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1882
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1883
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1884
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1885
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1886
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1887
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1888
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1889
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1890
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1891
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1892
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1893
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1894
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1895
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1896
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1897
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1898
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1899
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1900
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1901
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1902
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1903
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1904
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1905
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1906
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1907
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1908
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1909
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1910
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1911
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1912
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1913
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1914
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1915
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1916
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1917
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1918
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1919
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1920
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1921
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1922
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1923
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1924
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1925
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1926
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1927
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1928
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1929
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1930
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1931
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1932
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1933
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1934
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1935
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1936
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1937
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1938
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1939
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1940
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1941
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1942
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1943
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1944
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1945
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1946
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1947
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1948
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1949
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1950
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1951
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1952
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1953
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1954
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1955
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1956
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1957
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1958
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1959
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1960
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1961
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1962
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1963
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1964
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1965
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1966
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1967
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1968
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1969
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1970
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1971
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1972
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1973
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1974
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1975
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1976
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1977
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1978
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1979
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1980
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1981
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1982
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1983
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1984
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1985
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1986
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1987
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1988
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1989
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1990
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1991
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1992
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1993
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1994
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1995
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1996
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1997
+ TOO LONG
1998
+ TOO LONG
1999
+ TOO LONG
2000
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2001
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2002
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2003
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2004
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2005
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2006
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2007
+ TOO LONG
2008
+ TOO LONG
2009
+ TOO LONG
2010
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2011
+ TOO LONG
2012
+ TOO LONG
2013
+ TOO LONG
2014
+ TOO LONG
2015
+ TOO LONG
2016
+ TOO LONG
2017
+ TOO LONG
2018
+ TOO LONG
2019
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2020
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2021
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2022
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2023
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2024
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2025
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2026
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2027
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2028
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2029
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2030
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2031
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2032
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2033
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2034
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2035
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2036
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2037
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2038
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2039
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2040
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2041
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2042
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2043
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2044
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2045
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2046
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2047
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2048
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2049
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2050
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2051
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2052
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2053
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2054
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2055
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2056
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2057
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2058
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2059
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2060
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2061
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2062
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2063
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2064
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2065
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2066
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2067
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2068
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2069
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2070
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2071
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2072
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2073
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2074
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2075
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2076
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2077
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2078
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2079
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2080
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2081
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2082
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2083
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2084
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2085
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2086
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2087
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2088
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2089
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2090
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2091
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2092
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2093
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2094
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2095
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2096
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2097
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2098
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2099
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2100
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2101
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2102
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2103
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2104
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2105
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2106
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2107
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2108
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2109
+ TOO LONG
2110
+ TOO LONG
2111
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2112
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2113
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2114
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2115
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2116
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2117
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2118
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2119
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2120
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2121
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2122
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2123
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2124
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2125
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2126
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2127
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2128
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2129
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2130
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2131
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2132
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2133
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2134
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2135
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2136
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2137
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2138
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2139
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2140
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2141
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2142
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2143
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2144
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2145
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2146
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2147
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2148
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2149
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2150
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2151
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2152
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2153
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2154
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2155
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2156
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2157
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2158
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2159
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2160
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2161
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2162
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2163
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2164
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2165
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2166
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2167
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2168
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2169
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2170
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2171
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2172
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2173
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2174
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2175
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2176
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2177
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2178
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2179
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2180
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2181
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2182
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2183
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2184
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2185
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2186
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2187
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2188
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2189
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2190
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2191
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2192
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2193
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2194
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2195
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2196
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2197
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2198
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2199
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2200
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2201
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2202
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2203
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2204
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2205
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2206
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2207
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2208
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2209
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2210
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2211
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2212
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2213
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2214
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2215
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2216
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2217
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2218
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2219
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2220
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2221
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2222
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2223
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2224
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2225
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2226
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2227
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2228
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2229
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2230
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2231
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2232
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2233
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2234
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2235
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2236
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2237
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2238
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2239
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2240
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2241
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2242
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2243
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2244
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2245
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2246
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2247
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2248
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2249
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2250
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2251
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2252
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2253
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2254
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2255
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2256
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2257
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2258
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2259
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2260
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2261
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2262
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2263
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2264
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2265
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2266
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2267
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2268
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2269
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2270
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2271
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2272
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2273
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2274
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2275
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2276
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2277
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2278
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2279
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2280
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2281
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2282
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2283
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2284
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2285
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2286
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2287
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2288
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2289
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2290
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2291
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2292
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2293
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2294
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2295
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2296
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2297
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2298
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2299
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2300
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2301
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2302
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2303
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2304
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2305
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2306
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2307
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2308
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2309
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2310
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2311
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2312
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2313
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2314
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2315
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2316
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2317
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2318
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2319
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2320
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2321
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2322
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2323
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2324
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2325
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2326
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2327
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2328
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2329
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2330
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2331
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2332
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2333
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2334
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2335
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2336
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2337
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2338
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2339
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2340
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2341
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2342
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2343
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2344
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2345
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2346
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2347
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2348
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2349
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2350
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2351
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2352
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2353
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2354
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2355
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2356
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2357
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2358
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2359
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2360
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2361
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2362
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2363
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2364
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2365
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2366
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2367
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2368
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2369
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2370
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2371
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2372
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2373
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2374
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2375
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2376
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2377
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2378
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2379
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2380
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2381
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2382
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2383
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2384
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2385
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2386
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2387
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2388
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2389
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2390
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2391
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2392
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2393
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2394
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2395
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2396
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2397
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2398
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2399
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2400
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2401
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2402
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2403
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2404
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2405
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2406
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2407
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2408
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2409
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2410
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2411
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2412
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2413
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2414
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2415
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2416
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2417
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2418
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2419
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2420
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2421
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2422
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2423
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2424
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2425
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2426
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2427
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2428
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2429
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2430
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2431
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2432
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2433
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2434
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2435
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2436
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2437
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2438
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2439
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2440
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2441
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2442
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2443
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2444
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2445
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2446
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2447
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2448
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2449
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2450
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2451
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2452
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2453
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2454
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2455
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2456
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2457
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2458
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2459
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2460
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2461
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2462
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2463
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2464
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2465
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2466
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2467
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2468
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2469
+ TOO LONG
2470
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2471
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2472
+ TOO LONG
2473
+ TOO LONG
2474
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2475
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2476
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2477
+ TOO LONG
2478
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2479
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2480
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2481
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2482
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2483
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2484
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2485
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2486
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2487
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2488
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2489
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2490
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2491
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2492
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2493
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2494
+ TOO LONG
2495
+ TOO LONG
2496
+ TOO LONG
2497
+ TOO LONG
2498
+ TOO LONG
2499
+ TOO LONG
2500
+ TOO LONG
2501
+ TOO LONG
2502
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2503
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2504
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2505
+ TOO LONG
2506
+ TOO LONG
2507
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2508
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2509
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2510
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2511
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2512
+ TOO LONG
2513
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2514
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2515
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2516
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2517
+ TOO LONG
2518
+ TOO LONG
2519
+ TOO LONG
2520
+ TOO LONG
2521
+ TOO LONG
2522
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2523
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2524
+ TOO LONG
2525
+ TOO LONG
2526
+ TOO LONG
2527
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2528
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2529
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2530
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2531
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2532
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2533
+ TOO LONG
2534
+ TOO LONG
2535
+ TOO LONG
2536
+ TOO LONG
2537
+ TOO LONG
2538
+ TOO LONG
2539
+ Setting up 12 worker threads for Enlighten.
2540
+ Memory Statistics:
2541
+ [ALLOC_TEMP_TLS] TLS Allocator
2542
+ StackAllocators :
2543
+ [ALLOC_TEMP_MAIN]
2544
+ Peak usage frame count: [8.0 KB-16.0 KB]: 97061 frames, [2.0 MB-4.0 MB]: 1 frames
2545
+ Initial Block Size 4.0 MB
2546
+ Current Block Size 4.0 MB
2547
+ Peak Allocated Bytes 2.1 MB
2548
+ Overflow Count 0
2549
+ [ALLOC_TEMP_Job.Worker 18]
2550
+ Initial Block Size 256.0 KB
2551
+ Current Block Size 256.0 KB
2552
+ Peak Allocated Bytes 0.7 KB
2553
+ Overflow Count 0
2554
+ [ALLOC_TEMP_Loading.PreloadManager]
2555
+ Initial Block Size 256.0 KB
2556
+ Current Block Size 300.0 KB
2557
+ Peak Allocated Bytes 249.6 KB
2558
+ Overflow Count 4
2559
+ [ALLOC_TEMP_Background Job.Worker 8]
2560
+ Initial Block Size 32.0 KB
2561
+ Current Block Size 32.0 KB
2562
+ Peak Allocated Bytes 0 B
2563
+ Overflow Count 0
2564
+ [ALLOC_TEMP_Background Job.Worker 10]
2565
+ Initial Block Size 32.0 KB
2566
+ Current Block Size 32.0 KB
2567
+ Peak Allocated Bytes 0 B
2568
+ Overflow Count 0
2569
+ [ALLOC_TEMP_Job.Worker 16]
2570
+ Initial Block Size 256.0 KB
2571
+ Current Block Size 256.0 KB
2572
+ Peak Allocated Bytes 0 B
2573
+ Overflow Count 0
2574
+ [ALLOC_TEMP_Background Job.Worker 6]
2575
+ Initial Block Size 32.0 KB
2576
+ Current Block Size 32.0 KB
2577
+ Peak Allocated Bytes 0 B
2578
+ Overflow Count 0
2579
+ [ALLOC_TEMP_Job.Worker 4]
2580
+ Initial Block Size 256.0 KB
2581
+ Current Block Size 256.0 KB
2582
+ Peak Allocated Bytes 0 B
2583
+ Overflow Count 0
2584
+ [ALLOC_TEMP_Job.Worker 17]
2585
+ Initial Block Size 256.0 KB
2586
+ Current Block Size 256.0 KB
2587
+ Peak Allocated Bytes 0 B
2588
+ Overflow Count 0
2589
+ [ALLOC_TEMP_Job.Worker 14]
2590
+ Initial Block Size 256.0 KB
2591
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