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@pilleye
Created March 30, 2019 01:19
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Solving...
+----+----+---+----+
| 5 | 15 | 3 | 4 |
+----+----+---+----+
| 2 | 10 | 6 | 12 |
+----+----+---+----+
| 9 | 8 | 7 | 13 |
+----+----+---+----+
| 11 | 1 | 0 | 14 |
+----+----+---+----+
+----+----+---+----+
| 5 | 15 | 3 | 4 |
+----+----+---+----+
| 2 | 10 | 6 | 12 |
+----+----+---+----+
| 9 | 8 | 0 | 13 |
+----+----+---+----+
| 11 | 1 | 7 | 14 |
+----+----+---+----+
+----+----+---+----+
| 5 | 15 | 3 | 4 |
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| 2 | 10 | 6 | 12 |
+----+----+---+----+
| 9 | 0 | 8 | 13 |
+----+----+---+----+
| 11 | 1 | 7 | 14 |
+----+----+---+----+
+----+----+---+----+
| 5 | 15 | 3 | 4 |
+----+----+---+----+
| 2 | 10 | 6 | 12 |
+----+----+---+----+
| 9 | 1 | 8 | 13 |
+----+----+---+----+
| 11 | 0 | 7 | 14 |
+----+----+---+----+
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| 5 | 15 | 3 | 4 |
+---+----+---+----+
| 2 | 10 | 6 | 12 |
+---+----+---+----+
| 9 | 1 | 8 | 13 |
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| 0 | 11 | 7 | 14 |
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| 5 | 15 | 3 | 4 |
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| 2 | 10 | 6 | 12 |
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| 9 | 11 | 7 | 14 |
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| 5 | 15 | 3 | 4 |
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| 9 | 11 | 7 | 14 |
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| 5 | 15 | 3 | 4 |
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| 9 | 11 | 7 | 14 |
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| 5 | 15 | 3 | 4 |
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| 2 | 6 | 0 | 12 |
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| 1 | 10 | 8 | 13 |
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| 9 | 11 | 7 | 14 |
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| 5 | 15 | 3 | 4 |
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| 1 | 10 | 13 | 0 |
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| 5 | 15 | 3 | 4 |
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| 9 | 11 | 7 | 14 |
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| 5 | 15 | 3 | 4 |
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| 2 | 6 | 0 | 8 |
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| 9 | 11 | 7 | 14 |
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| 5 | 15 | 3 | 4 |
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| 5 | 0 | 3 | 4 |
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| 2 | 15 | 6 | 8 |
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| 9 | 11 | 7 | 14 |
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| 2 | 5 | 3 | 4 |
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| 10 | 0 | 13 | 12 |
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| 2 | 5 | 3 | 4 |
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| 1 | 15 | 6 | 8 |
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| 10 | 13 | 0 | 12 |
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| 9 | 11 | 7 | 14 |
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| 2 | 5 | 3 | 4 |
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| 1 | 15 | 6 | 8 |
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| 10 | 13 | 7 | 12 |
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| 9 | 11 | 0 | 14 |
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| 2 | 5 | 3 | 4 |
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| 1 | 15 | 6 | 8 |
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| 10 | 13 | 7 | 12 |
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| 9 | 0 | 11 | 14 |
+----+----+----+----+
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| 2 | 5 | 3 | 4 |
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| 1 | 15 | 6 | 8 |
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| 10 | 0 | 7 | 12 |
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| 9 | 13 | 11 | 14 |
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| 2 | 5 | 3 | 4 |
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| 1 | 0 | 6 | 8 |
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| 10 | 15 | 7 | 12 |
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| 9 | 13 | 11 | 14 |
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| 2 | 0 | 3 | 4 |
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| 1 | 5 | 6 | 8 |
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| 10 | 15 | 7 | 12 |
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| 9 | 13 | 11 | 14 |
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| 0 | 2 | 3 | 4 |
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| 10 | 15 | 7 | 12 |
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| 9 | 13 | 11 | 14 |
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| 1 | 2 | 3 | 4 |
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| 9 | 13 | 11 | 14 |
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| 1 | 2 | 3 | 4 |
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| 5 | 0 | 6 | 8 |
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| 10 | 15 | 7 | 12 |
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| 9 | 13 | 11 | 14 |
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| 1 | 2 | 3 | 4 |
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| 5 | 6 | 0 | 8 |
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| 10 | 15 | 7 | 12 |
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| 9 | 13 | 11 | 14 |
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| 1 | 2 | 3 | 4 |
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| 5 | 6 | 7 | 8 |
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| 10 | 15 | 0 | 12 |
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| 9 | 13 | 11 | 14 |
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| 1 | 2 | 3 | 4 |
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| 5 | 6 | 7 | 8 |
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| 10 | 15 | 11 | 12 |
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| 9 | 13 | 0 | 14 |
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| 1 | 2 | 3 | 4 |
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| 5 | 6 | 7 | 8 |
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| 10 | 15 | 11 | 12 |
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| 9 | 13 | 14 | 0 |
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| 1 | 2 | 3 | 4 |
+----+----+----+----+
| 5 | 6 | 7 | 8 |
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| 10 | 15 | 11 | 0 |
+----+----+----+----+
| 9 | 13 | 14 | 12 |
+----+----+----+----+
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| 1 | 2 | 3 | 4 |
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| 5 | 6 | 7 | 8 |
+----+----+----+----+
| 10 | 15 | 0 | 11 |
+----+----+----+----+
| 9 | 13 | 14 | 12 |
+----+----+----+----+
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| 1 | 2 | 3 | 4 |
+----+----+----+----+
| 5 | 6 | 7 | 8 |
+----+----+----+----+
| 10 | 0 | 15 | 11 |
+----+----+----+----+
| 9 | 13 | 14 | 12 |
+----+----+----+----+
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| 1 | 2 | 3 | 4 |
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| 5 | 6 | 7 | 8 |
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| 0 | 10 | 15 | 11 |
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| 9 | 13 | 14 | 12 |
+---+----+----+----+
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| 1 | 2 | 3 | 4 |
+---+----+----+----+
| 5 | 6 | 7 | 8 |
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| 9 | 10 | 15 | 11 |
+---+----+----+----+
| 0 | 13 | 14 | 12 |
+---+----+----+----+
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| 1 | 2 | 3 | 4 |
+----+----+----+----+
| 5 | 6 | 7 | 8 |
+----+----+----+----+
| 9 | 10 | 15 | 11 |
+----+----+----+----+
| 13 | 0 | 14 | 12 |
+----+----+----+----+
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| 1 | 2 | 3 | 4 |
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| 5 | 6 | 7 | 8 |
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| 9 | 10 | 15 | 11 |
+----+----+----+----+
| 13 | 14 | 0 | 12 |
+----+----+----+----+
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| 1 | 2 | 3 | 4 |
+----+----+----+----+
| 5 | 6 | 7 | 8 |
+----+----+----+----+
| 9 | 10 | 0 | 11 |
+----+----+----+----+
| 13 | 14 | 15 | 12 |
+----+----+----+----+
+----+----+----+----+
| 1 | 2 | 3 | 4 |
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| 5 | 6 | 7 | 8 |
+----+----+----+----+
| 9 | 10 | 11 | 0 |
+----+----+----+----+
| 13 | 14 | 15 | 12 |
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| 1 | 2 | 3 | 4 |
+----+----+----+----+
| 5 | 6 | 7 | 8 |
+----+----+----+----+
| 9 | 10 | 11 | 12 |
+----+----+----+----+
| 13 | 14 | 15 | 0 |
+----+----+----+----+
Solved in 41 move(s)...
107350962 function calls (107348646 primitive calls) in 173.294 seconds
Ordered by: internal time
ncalls tottime percall cumtime percall filename:lineno(function)
915095 100.350 0.000 106.278 0.000 board.py:91(get_manhattan)
467368 9.535 0.000 25.253 0.000 board.py:157(get_neighbors)
2346518 6.760 0.000 7.931 0.000 board.py:64(__hash__)
1431425 6.490 0.000 8.007 0.000 board.py:25(__init__)
1 5.031 5.031 168.771 168.771 solver.py:24(__init__)
10029307 4.750 0.000 111.028 0.000 searchnode.py:51(get_priority)
4411946 4.563 0.000 4.563 0.000 {built-in method numpy.array}
1 4.343 4.343 173.151 173.151 15puzzle.py:20(main)
5472199 3.755 0.000 8.273 0.000 searchnode.py:30(__eq__)
23780127 3.430 0.000 3.430 0.000 board.py:67(get_dimension)
27453594 3.254 0.000 3.254 0.000 {built-in method builtins.abs}
467368 2.583 0.000 3.788 0.000 board.py:151(find_number)
516330 2.218 0.000 2.218 0.000 {method 'reduce' of 'numpy.ufunc' objects}
467368 2.151 0.000 8.512 0.000 {built-in method _heapq.heappop}
516330 2.045 0.000 5.896 0.000 numeric.py:2551(array_equal)
467372 1.840 0.000 2.921 0.000 board.py:76(is_solved)
915093 1.085 0.000 2.220 0.000 {built-in method _heapq.heappush}
6004505 1.071 0.000 1.071 0.000 {built-in method builtins.isinstance}
915095 1.045 0.000 1.822 0.000 searchnode.py:21(__init__)
467368 0.949 0.000 0.949 0.000 {built-in method numpy.where}
516330 0.863 0.000 7.015 0.000 board.py:40(__eq__)
1014810 0.732 0.000 0.951 0.000 board.py:78(solve_number)
2346518 0.659 0.000 0.659 0.000 {built-in method builtins.hash}
7159850/7159777 0.657 0.000 0.657 0.000 {built-in method builtins.len}
915325 0.571 0.000 3.795 0.000 {method 'add' of 'set' objects}
2346518 0.512 0.000 0.512 0.000 {method 'tobytes' of 'memoryview' objects}
1431424 0.488 0.000 3.566 0.000 function_base.py:747(copy)
1548990 0.464 0.000 1.088 0.000 numeric.py:469(asarray)
516330 0.326 0.000 2.763 0.000 {method 'all' of 'numpy.ndarray' objects}
516330 0.218 0.000 2.436 0.000 _methods.py:45(_all)
1436199 0.207 0.000 0.207 0.000 {method 'append' of 'list' objects}
467384 0.174 0.000 0.174 0.000 {built-in method builtins.next}
132 0.022 0.000 0.022 0.000 {built-in method marshal.loads}
22/20 0.020 0.001 0.022 0.001 {built-in method _imp.create_dynamic}
666 0.008 0.000 0.008 0.000 {built-in method posix.stat}
321/318 0.007 0.000 0.011 0.000 {built-in method builtins.__build_class__}
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134 0.003 0.000 0.003 0.000 {method 'read' of '_io.FileIO' objects}
168 0.002 0.000 0.021 0.000 texttable.py:655(_draw_line)
672 0.002 0.000 0.003 0.000 textwrap.py:233(_wrap_chunks)
61 0.002 0.000 0.002 0.000 {built-in method posix.getcwd}
2913 0.002 0.000 0.002 0.000 {built-in method builtins.hasattr}
672 0.002 0.000 0.007 0.000 texttable.py:585(_len_cell)
1621 0.002 0.000 0.004 0.000 <frozen importlib._bootstrap_external>:56(_path_join)
133 0.002 0.000 0.039 0.000 <frozen importlib._bootstrap_external>:793(get_code)
1 0.001 0.001 173.294 173.294 15puzzle.py:14(<module>)
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167 0.001 0.000 0.024 0.000 <frozen importlib._bootstrap>:882(_find_spec)
1868 0.001 0.000 0.001 0.000 {built-in method builtins.getattr}
38/17 0.001 0.000 0.003 0.000 sre_parse.py:475(_parse)
1848 0.001 0.000 0.002 0.000 texttable.py:123(uchar_width)
417 0.001 0.000 0.002 0.000 <frozen importlib._bootstrap>:157(_get_module_lock)
417 0.001 0.000 0.001 0.000 <frozen importlib._bootstrap>:78(acquire)
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144/1 0.001 0.000 173.294 173.294 {built-in method builtins.exec}
16 0.001 0.000 0.001 0.000 {built-in method posix.listdir}
266 0.001 0.000 0.003 0.000 <frozen importlib._bootstrap_external>:271(cache_from_source)
847/87 0.001 0.000 0.111 0.001 <frozen importlib._bootstrap>:1009(_handle_fromlist)
168 0.001 0.000 0.005 0.000 texttable.py:369(add_row)
2826 0.001 0.000 0.001 0.000 {method 'join' of 'str' objects}
672 0.001 0.000 0.009 0.000 textwrap.py:368(wrap)
672 0.001 0.000 0.003 0.000 texttable.py:480(_fmt_auto)
672 0.001 0.000 0.004 0.000 texttable.py:493(_str)
42 0.001 0.000 0.008 0.000 texttable.py:604(_compute_cols_width)
417 0.001 0.000 0.001 0.000 <frozen importlib._bootstrap>:103(release)
676 0.001 0.000 0.001 0.000 {method 'split' of 're.Pattern' objects}
160/2 0.001 0.000 0.141 0.070 <frozen importlib._bootstrap>:663(_load_unlocked)
160 0.001 0.000 0.004 0.000 <frozen importlib._bootstrap>:504(_init_module_attrs)
162 0.001 0.000 0.022 0.000 <frozen importlib._bootstrap_external>:1240(_get_spec)
277 0.001 0.000 0.004 0.000 function_base.py:431(add_newdoc)
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1344 0.001 0.000 0.003 0.000 texttable.py:162(<listcomp>)
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31 0.001 0.000 0.001 0.000 sre_compile.py:276(_optimize_charset)
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1 0.000 0.000 0.000 0.000 suite.py:317(_DebugResult)
1 0.000 0.000 0.000 0.000 argparse.py:202(_Section)
1 0.000 0.000 0.000 0.000 argparse.py:672(ArgumentDefaultsHelpFormatter)
1 0.000 0.000 0.000 0.000 argparse.py:689(MetavarTypeHelpFormatter)
1 0.000 0.000 0.000 0.000 argparse.py:742(ArgumentTypeError)
1 0.000 0.000 0.000 0.000 argparse.py:877(_StoreConstAction)
1 0.000 0.000 0.000 0.000 argparse.py:917(_StoreFalseAction)
1 0.000 0.000 0.000 0.000 argparse.py:972(_AppendConstAction)
1 0.000 0.000 0.000 0.000 argparse.py:999(_CountAction)
1 0.000 0.000 0.000 0.000 argparse.py:1580(_MutuallyExclusiveGroup)
1 0.000 0.000 0.000 0.000 signals.py:9(_InterruptHandler)
1 0.000 0.000 0.000 0.000 decorators.py:99(skipif)
1 0.000 0.000 0.000 0.000 texttable.py:179(FallbackToText)
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