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profile.txt
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2326296 function calls (2285532 primitive calls) in 10.771 seconds
Ordered by: internal time
ncalls tottime percall cumtime percall filename:lineno(function)
40 4.946 0.124 5.476 0.137 hypernetwork.py:104(_slow_step_training)
40 1.265 0.032 1.265 0.032 {method 'run_backward' of 'torch._C._EngineBase' objects}
4060 0.764 0.000 0.764 0.000 {method 'tolist' of 'torch._C._TensorBase' objects}
183/181 0.572 0.003 0.575 0.003 {built-in method _imp.create_dynamic}
50 0.200 0.004 0.200 0.004 {method 'poll' of 'select.poll' objects}
1700 0.169 0.000 0.169 0.000 {built-in method marshal.loads}
40 0.161 0.004 0.203 0.005 modules.py:92(forward)
62 0.142 0.002 0.142 0.002 {built-in method numpy.asanyarray}
4040 0.131 0.000 0.131 0.000 {built-in method torch.stack}
4000 0.110 0.000 0.110 0.000 {built-in method torch._C._nn.cross_entropy_loss}
642343 0.107 0.000 0.107 0.000 {method 'append' of 'list' objects}
3367 0.106 0.000 0.106 0.000 {built-in method torch._C._nn.linear}
1 0.075 0.075 8.326 8.326 training_utils.py:108(train_model)
183/160 0.068 0.000 0.090 0.001 {built-in method _imp.exec_dynamic}
10 0.059 0.006 0.060 0.006 {built-in method posix.fork}
1725 0.057 0.000 0.057 0.000 {method 'read' of '_io.BufferedReader' objects}
2241/1 0.054 0.000 10.775 10.775 {built-in method builtins.exec}
16 0.049 0.003 0.124 0.008 hypernetwork.py:125(_ensemble_inference)
3944/3858 0.049 0.000 0.215 0.000 {built-in method builtins.__build_class__}
10672 0.047 0.000 0.047 0.000 {built-in method posix.stat}
407 0.031 0.000 0.035 0.000 deprecation.py:9(wrap)
1700 0.028 0.000 0.028 0.000 {built-in method io.open_code}
1724 0.028 0.000 0.028 0.000 {built-in method torch.relu}
80 0.025 0.000 0.025 0.000 {built-in method torch.einsum}
391 0.025 0.000 0.067 0.000 doccer.py:13(docformat)
1318/240 0.021 0.000 0.057 0.000 sre_parse.py:494(_parse)
782 0.021 0.000 0.021 0.000 {built-in method posix.listdir}
4 0.021 0.005 0.021 0.005 {built-in method _ctypes.dlopen}
650 0.021 0.000 0.021 0.000 {built-in method torch._C._jit_get_operation}
2691 0.020 0.000 0.107 0.000 <frozen importlib._bootstrap_external>:1536(find_spec)
48993 0.020 0.000 0.049 0.000 {built-in method builtins.getattr}
151157/150101 0.019 0.000 0.029 0.000 {built-in method builtins.isinstance}
4527 0.016 0.000 0.035 0.000 version.py:261(__init__)
5949/4097 0.014 0.000 0.542 0.000 module.py:1188(_call_impl)
9412 0.014 0.000 0.014 0.000 {built-in method __new__ of type object at 0x745520}
1947/1802 0.014 0.000 0.417 0.000 <frozen importlib._bootstrap>:921(_find_spec)
103325/100758 0.013 0.000 0.030 0.000 {built-in method builtins.len}
1238 0.013 0.000 0.036 0.000 inspect.py:2279(_signature_from_function)
237 0.013 0.000 8.988 0.038 __init__.py:1(<module>)
1700 0.012 0.000 0.315 0.000 <frozen importlib._bootstrap_external>:950(get_code)
1 0.012 0.012 0.012 0.012 {method 'dot' of 'numpy.ndarray' objects}
399 0.012 0.000 0.019 0.000 doccer.py:180(indentcount_lines)
40 0.012 0.000 0.040 0.001 adam.py:319(_single_tensor_adam)
32376/32254 0.011 0.000 0.016 0.000 {method 'join' of 'str' objects}
194 0.011 0.000 0.029 0.000 enum.py:180(__new__)
15830 0.011 0.000 0.029 0.000 <frozen importlib._bootstrap_external>:126(_path_join)
15830 0.011 0.000 0.014 0.000 <frozen importlib._bootstrap_external>:128(<listcomp>)
3400 0.010 0.000 0.030 0.000 <frozen importlib._bootstrap_external>:380(cache_from_source)
1171 0.010 0.000 0.010 0.000 {built-in method torch._C._get_operation_overload}
560 0.010 0.000 0.010 0.000 {built-in method posix.read}
10200 0.010 0.000 0.010 0.000 {built-in method torch._C._get_tracing_state}
1995/2 0.010 0.000 2.309 1.154 <frozen importlib._bootstrap>:1022(_find_and_load)
2206/225 0.010 0.000 0.027 0.000 sre_compile.py:87(_compile)
4000 0.010 0.000 0.132 0.000 loss.py:1173(forward)
1968/1557 0.009 0.000 0.056 0.000 inspect.py:2374(_signature_from_callable)
4211 0.009 0.000 0.016 0.000 _tensor.py:890(__len__)
9069 0.009 0.000 0.009 0.000 {method 'splitlines' of 'str' objects}
181 0.009 0.000 0.009 0.000 library.py:53(define)
640 0.009 0.000 0.009 0.000 {method 'mul_' of 'torch._C._TensorBase' objects}
160 0.008 0.000 0.008 0.000 {built-in method builtins.eval}
4001 0.008 0.000 0.013 0.000 <frozen importlib._bootstrap>:179(_get_module_lock)
2457 0.008 0.000 0.015 0.000 functools.py:35(update_wrapper)
25136 0.008 0.000 0.008 0.000 sre_parse.py:234(__next)
160 0.008 0.000 0.018 0.000 __init__.py:328(namedtuple)
186 0.008 0.000 0.008 0.000 {built-in method torch.zeros}
1903/2 0.008 0.000 2.308 1.154 <frozen importlib._bootstrap>:664(_load_unlocked)
320 0.008 0.000 0.008 0.000 {method 'sqrt' of 'torch._C._TensorBase' objects}
1 0.008 0.008 0.017 0.017 {built-in method torch._C._initExtension}
4001 0.008 0.000 0.009 0.000 <frozen importlib._bootstrap>:100(acquire)
912 0.008 0.000 0.011 0.000 sre_compile.py:292(_optimize_charset)
9082 0.008 0.000 0.008 0.000 {method 'expandtabs' of 'str' objects}
39026 0.008 0.000 0.008 0.000 {method 'startswith' of 'str' objects}
10391 0.007 0.000 0.015 0.000 typing.py:986(__setattr__)
1171 0.007 0.000 0.009 0.000 _ops.py:224(__init__)
1903 0.007 0.000 0.041 0.000 <frozen importlib._bootstrap>:492(_init_module_attrs)
664 0.007 0.000 0.014 0.000 library.py:73(impl)
1979/2 0.007 0.000 2.308 1.154 <frozen importlib._bootstrap>:987(_find_and_load_unlocked)
4670 0.007 0.000 0.012 0.000 inspect.py:2633(__init__)
2635 0.007 0.000 0.012 0.000 typing.py:146(_type_check)
1843 0.006 0.000 0.009 0.000 inspect.py:2916(__init__)
1942 0.006 0.000 0.113 0.000 <frozen importlib._bootstrap_external>:1399(_get_spec)
4001 0.006 0.000 0.008 0.000 <frozen importlib._bootstrap>:125(release)
4000 0.006 0.000 0.119 0.000 functional.py:2936(cross_entropy)
23 0.006 0.000 0.007 0.000 {method 'readlines' of '_io._IOBase' objects}
40 0.006 0.000 0.006 0.000 {method 'unbind' of 'torch._C._TensorBase' objects}
294 0.006 0.000 0.006 0.000 {built-in method torch._C._dispatch_dump}
1751 0.006 0.000 0.006 0.000 {method '__exit__' of '_io._IOBase' objects}
1600 0.006 0.000 0.063 0.000 modules.py:68(forward)
19249/18620 0.006 0.000 0.050 0.000 {built-in method builtins.hasattr}
3772/829 0.005 0.000 0.006 0.000 {built-in method _abc._abc_subclasscheck}
21178 0.005 0.000 0.012 0.000 sre_parse.py:255(get)
5130 0.005 0.000 0.008 0.000 sampler.py:117(__iter__)
1 0.005 0.005 0.131 0.131 interfaces.py:101(predict)
72 0.005 0.000 0.005 0.000 {method '__enter__' of '_thread.lock' objects}
293 0.005 0.000 0.043 0.000 __init__.py:91(add_op_to_table)
19016 0.005 0.000 0.007 0.000 {built-in method builtins.setattr}
1886 0.005 0.000 0.009 0.000 <frozen importlib._bootstrap_external>:721(spec_from_file_location)
6132/5774 0.005 0.000 0.061 0.000 typing.py:306(inner)
1251 0.005 0.000 0.027 0.000 typing.py:1016(__init__)
4538 0.005 0.000 0.005 0.000 {method 'search' of 're.Pattern' objects}
1700 0.005 0.000 0.096 0.000 <frozen importlib._bootstrap_external>:1070(get_data)
43198 0.005 0.000 0.005 0.000 {method 'rstrip' of 'str' objects}
15927 0.005 0.000 0.005 0.000 <frozen importlib._bootstrap>:244(_verbose_message)
111 0.005 0.000 0.008 0.000 synchronize.py:50(__init__)
2833 0.005 0.000 0.005 0.000 version.py:444(_cmpkey)
2504/549 0.005 0.000 0.006 0.000 sre_parse.py:175(getwidth)
3868 0.004 0.000 0.007 0.000 posixpath.py:71(join)
3400 0.004 0.000 0.010 0.000 <frozen importlib._bootstrap_external>:132(_path_split)
14769 0.004 0.000 0.007 0.000 sre_parse.py:165(__getitem__)
320 0.004 0.000 0.004 0.000 {method 'addcdiv_' of 'torch._C._TensorBase' objects}
10391 0.004 0.000 0.007 0.000 typing.py:935(_is_dunder)
14109 0.004 0.000 0.004 0.000 {method 'rpartition' of 'str' objects}
1879 0.004 0.000 0.010 0.000 enum.py:89(__setitem__)
25529 0.004 0.000 0.004 0.000 {built-in method builtins.min}
4802 0.004 0.000 0.004 0.000 {method 'format' of 'str' objects}
640 0.004 0.000 0.004 0.000 {method 'add_' of 'torch._C._TensorBase' objects}
1700/2 0.004 0.000 2.308 1.154 <frozen importlib._bootstrap_external>:877(exec_module)
4413 0.004 0.000 0.004 0.000 module.py:1256(__getattr__)
32065 0.004 0.000 0.004 0.000 {method 'group' of 're.Match' objects}
89 0.004 0.000 0.054 0.001 dataclasses.py:882(_process_class)
8587 0.004 0.000 0.044 0.000 <frozen importlib._bootstrap_external>:140(_path_stat)
6984 0.004 0.000 0.004 0.000 {method 'replace' of 'str' objects}
1700 0.004 0.000 0.174 0.000 <frozen importlib._bootstrap_external>:670(_compile_bytecode)
885 0.004 0.000 0.004 0.000 {built-in method torch._C._dispatch_has_kernel}
1171 0.004 0.000 0.028 0.000 _ops.py:391(__getattr__)
1171 0.004 0.000 0.004 0.000 {built-in method torch._C._get_schema}
152 0.004 0.000 0.052 0.000 {built-in method builtins.sorted}
1947/359 0.004 0.000 2.098 0.006 <frozen importlib._bootstrap>:1053(_handle_fromlist)
1903/1860 0.003 0.000 0.692 0.000 <frozen importlib._bootstrap>:564(module_from_spec)
1318 0.003 0.000 0.004 0.000 {method 'sub' of 're.Pattern' objects}
5100 0.003 0.000 0.005 0.000 <frozen importlib._bootstrap_external>:84(_unpack_uint32)
600 0.003 0.000 0.026 0.000 typing.py:483(Union)
5676 0.003 0.000 0.005 0.000 <frozen importlib._bootstrap>:404(parent)
40 0.003 0.000 0.050 0.001 {built-in method _pickle.loads}
5238 0.003 0.000 0.010 0.000 enum.py:359(__call__)
980 0.003 0.000 0.004 0.000 _ops.py:284(inner)
22256 0.003 0.000 0.003 0.000 {method 'get' of 'dict' objects}
281 0.003 0.000 0.003 0.000 {method 'to' of 'torch._C._TensorBase' objects}
15639 0.003 0.000 0.003 0.000 {method 'endswith' of 'str' objects}
3623 0.003 0.000 0.003 0.000 {method 'match' of 're.Pattern' objects}
1384 0.003 0.000 0.012 0.000 tokenize.py:431(_tokenize)
1700 0.003 0.000 0.006 0.000 <frozen importlib._bootstrap_external>:585(_classify_pyc)
40 0.003 0.000 0.047 0.001 adam.py:168(step)
40 0.003 0.000 0.006 0.000 modules.py:77(__init__)
388 0.003 0.000 0.025 0.000 _util.py:308(getfullargspec_no_self)
3986 0.003 0.000 0.025 0.000 <frozen importlib._bootstrap_external>:150(_path_is_mode_type)
1605 0.003 0.000 0.005 0.000 inspect.py:612(unwrap)
650 0.003 0.000 0.026 0.000 _ops.py:489(__getattr__)
1238 0.003 0.000 0.005 0.000 typing_extensions.py:123(_collect_type_vars)
873/225 0.003 0.000 0.058 0.000 sre_parse.py:436(_parse_sub)
99 0.003 0.000 0.003 0.000 {built-in method builtins.compile}
6695 0.003 0.000 0.003 0.000 {method 'split' of 'str' objects}
130 0.003 0.000 0.003 0.000 {built-in method torch._ops.profiler._record_function_enter}
194 0.003 0.000 0.004 0.000 enum.py:222(<setcomp>)
1954 0.003 0.000 0.004 0.000 <frozen importlib._bootstrap>:71(__init__)
2350 0.003 0.000 0.011 0.000 __init__.py:2100(dist_factory)
1 0.003 0.003 0.003 0.003 {built-in method torch._C._c10d_init}
1238 0.003 0.000 0.004 0.000 inspect.py:66(get_annotations)
10 0.003 0.000 0.103 0.010 dataloader.py:987(__init__)
27128 0.003 0.000 0.003 0.000 {method 'lstrip' of 'str' objects}
2144 0.003 0.000 0.003 0.000 enum.py:470(__setattr__)
11446 0.003 0.000 0.003 0.000 version.py:81(__eq__)
1954 0.002 0.000 0.004 0.000 <frozen importlib._bootstrap>:198(cb)
1309 0.002 0.000 0.099 0.000 re.py:288(_compile)
1883 0.002 0.000 0.021 0.000 <frozen importlib._bootstrap_external>:510(_get_cached)
465 0.002 0.000 0.002 0.000 {built-in method _abc._abc_init}
72 0.002 0.000 0.006 0.000 util.py:182(_collapse_string_to_ranges)
200 0.002 0.000 0.003 0.000 inspect.py:3046(_bind)
650 0.002 0.000 0.003 0.000 core.py:455(__init__)
7861 0.002 0.000 0.003 0.000 <frozen importlib._bootstrap>:893(__enter__)
321 0.002 0.000 0.002 0.000 {built-in method posix.write}
3998 0.002 0.000 0.005 0.000 {built-in method builtins.max}
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