torch.nn missing from torch module and `from torch import` completions #1301

malmaud · 2019-07-09T21:04:32Z

Hi,
I'm the author of type stubs for PyTorch, and it seems VSCode is not suggesting some autocompletes of methods and modules that the stubs clearly state exist and that mypy and PyCharm make use of (using the 'daily' download channel). I haven't been able to construct a MWE yet.

To reproduce, install PyTorch master (as of 046c4589df15fc4e7b832d594d3d8e3a54cd47c9) following the instructions at https://github.com/pytorch/pytorch#get-the-pytorch-source. NOT the release version, which doesn't yet ship with the type stubs the language server seems to be having trouble using.

In a buffer, after waiting for the analysis to complete, try

import torch
torch.

the list of autocompletes does not include the nn module, even though from . import nn as nn appears in torch/__init__.pyi.

Further,

from torch import nn
nn.

doesn't provide any suggestions from the language server, even though torch/nn/__init__.pyi contains

from .modules import * 
from .parameter import Parameter as Parameter
from .parallel import DataParallel as DataParallel
from . import init as init
from . import utils as utils

The text was updated successfully, but these errors were encountered:

caidwang · 2019-08-13T02:26:48Z

Meet the same problem.

malmaud · 2019-08-13T15:58:07Z

The shipping version of PyTorch (1.2) contains the new type stubs that seem to be causing VSCode difficulty, so now a simple pip install pytorch is all that's needed to reproduce this.

jakebailey · 2019-08-13T17:52:45Z

I can see that nn doesn't exist when you try to do torch.. It seems like the torch module doesn't have the member nn at all, either in the module or the stub (in the analysis). The same goes for cuda and optim, both of which are stubbed in the same way.

@malmaud You might know better, but is there a reason why from . import nn as nn is done, as opposed to just having nn.pyi or nn/__init__.py in the stubs? I don't see why what is done now wouldn't work, just thinking of other options.

FWIW, I installed in a fresh virtualenv via the instructions on the website (pip install pytorch doesn't work):

pip3 install torch==1.2.0+cpu torchvision==0.4.0+cpu -f https://download.pytorch.org/whl/torch_stable.html

malmaud · 2019-08-13T18:09:47Z

Hmm, not quite sure I follow - torch/nn/__init__.pyi (and torch/nn/__init__.py) do exist. Given that, how else would torch/__init__.pyi expose the nn submodule except with a from . import nn statement? I'm definitely open to changing the stubs if you see a problem with that design.

The reason there isn't a single nn.pyi is mainly just so the stub files can mirror the implementations - each implementation file has a corresponding stub, and there is no nn.py. Additionally the nn module is quite large so I wouldn't want to stick its whole stub in a single file.

Also FYI, no need to install torchvision to reproduce this, but you are right that it should have been pip install torch instead of pip install pytorch (for some reason, the PyTorch conda package is called pytorch so I got confused).

jakebailey · 2019-08-13T18:18:51Z

I meant not exposing nn through a member of the top level torch module; my expectation was that it'd still be importable as "torch.nn" or similar without torch's stub re-exporting it. This is just speculation, my expectation is also that what's written already should work.

pip installing "torch" didn't work either; it threw errors and tried to select some pre-v1.0 version.

malmaud · 2019-08-13T18:23:32Z

Oh, I see.

I tested, and even if I delete the from . import nn as nn line in torch/__init__.pyi and then in a new buffer try

from torch import nn
nn.

the LS still doesn't provide suggestions.

MikhailArkhipov · 2019-09-18T04:18:25Z

Conda, Python 3.7.

Now, in

import torch
torch.

nn is indeed missing while present in

I will look into why. This is 0.4.20, available in beta channel.

malmaud · 2019-09-19T19:42:52Z

Hmm, I'm still not seeing completions in 0.4.20 for nn after from torch import nn. Do I need to clear some kind of cache or something?

jakebailey · 2019-09-19T19:46:54Z

@MikhailArkhipov Was your screenshot using the master build of torch?

FWIW this issue is probably due to some missing behavior as we're finding in #1565. I can see in the torch repo that torch/__init__.py does:

import torch.nn
import torch.nn._intrinsic

Which means that you could do import torch; torch.nn, but we don't recognize that sort of thing as a real export at the moment. That, and I'm sure there's some stub stuff to handle too.

jakebailey · 2019-09-19T19:47:41Z

Ah, forgot that master doesn't apply anymore, since the released version should have it (but I don't know offhand which torch version Mikhail has).

malmaud · 2019-09-19T19:49:27Z

This is on torch 1.2.0, btw:

In [1]: import torch                                                                                                                                                                                                                                                                                

In [2]: torch.version.__version__                                                                                                                                                                                                                                                                   
Out[2]: '1.2.0'

I tried delete the language server cache directory and restarting VSCode, but to no effect. Here's the output of the language server trace: https://gist.github.com/malmaud/fcf0831e82554c577fa64dea8707a02d

MikhailArkhipov · 2019-09-19T20:03:06Z

I used stock install, I guess 1.2 (I don't have that machine handy atm)

jakebailey · 2019-09-19T21:22:05Z

Also found: #1098

MikhailArkhipov · 2019-09-26T00:24:50Z

0.4.26+

malmaud · 2019-09-29T22:31:20Z

This issue persists for me on the 'daily' download channel. Is that expected?

MikhailArkhipov · 2019-09-29T23:50:20Z

Can you provide some more details?
Conda on 3.6

malmaud · 2019-09-30T00:33:31Z

Hmm, this is via pip install torch on Python 3.7.2. Output of the language log:

[Info  - 8:32:31 PM] Microsoft Python Language Server version 0.4.36.0
[Info  - 8:32:31 PM] Workspace root: /Users/malmaud/tmp/t
[Info  - 8:32:31 PM] Analysis cache path: /Users/malmaud/Library/Caches/Microsoft/Python Language Server
[Info  - 8:32:31 PM] GetCurrentSearchPaths /Users/malmaud/tmp/t/bin/python 
[Info  - 8:32:31 PM] Interpreter search paths:
[Info  - 8:32:31 PM]     /anaconda3/lib/python3.7
[Info  - 8:32:31 PM]     /anaconda3/lib/python3.7/lib-dynload
[Info  - 8:32:31 PM]     /Users/malmaud/tmp/t/lib/python3.7/site-packages
[Info  - 8:32:31 PM] User search paths:
[Info  - 8:32:33 PM] Initializing for /Users/malmaud/tmp/t/bin/python
Watching /anaconda3/lib/python3.7
Watching /Users/malmaud/tmp/t/lib/python3.7/site-packages
[Info  - 8:32:33 PM] Analysis caching mode: None.
Opening document file:///Users/malmaud/tmp/t/hi.py
Analysis of hi (User) queued. Dependencies: torch
Analysis version 2 of 1 entries has started.
Analysis of hi (User) on depth 0 completed in 7.86 ms.
Missing keys: torch(/Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/__init__.pyi)
Analysis version 2 of 1 entries has been completed in 9.51 ms.
Analysis of torch (Stub) queued. Dependencies: torch._six, torch.random, torch._tensor_str, torch.functional, torch.serialization, torch.autograd, torch.cuda, torch.optim, torch.nn
Import:  torch._six /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/_six.py 
Import:  torch.random /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/random.py 
Import:  torch._tensor_str /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/_tensor_str.py 
Import:  torch.functional /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/functional.py 
Import:  torch.serialization /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/serialization.py 
Analysis version 4 of 2 entries has started.
Analysis of torch._six (Library) queued. Dependencies: itertools, sys, math, queue, collections, collections.abc, io
Create built-in compiled (scraped) module:  itertools /Users/malmaud/tmp/t/bin/python 
Create built-in compiled (scraped) module:  sys /Users/malmaud/tmp/t/bin/python 
Create compiled (scraped):  math /anaconda3/lib/python3.7/lib-dynload/math.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Import:  queue /anaconda3/lib/python3.7/queue.py 
Import:  collections /anaconda3/lib/python3.7/collections/__init__.py 
Import:  collections.abc /anaconda3/lib/python3.7/collections/abc.py 
Import:  io /anaconda3/lib/python3.7/io.py 
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Import:  operator /anaconda3/lib/python3.7/operator.py 
Import:  keyword /anaconda3/lib/python3.7/keyword.py 
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Create built-in compiled (scraped) module:  _collections /Users/malmaud/tmp/t/bin/python 
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Import:  copyreg /anaconda3/lib/python3.7/copyreg.py 
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Create built-in compiled (scraped) module:  atexit /Users/malmaud/tmp/t/bin/python 
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Import:  linecache /anaconda3/lib/python3.7/linecache.py 
Import:  tracemalloc /anaconda3/lib/python3.7/tracemalloc.py 
Import:  re /anaconda3/lib/python3.7/re.py 
Import:  traceback /anaconda3/lib/python3.7/traceback.py 
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Analysis of re (Library) queued. Dependencies: re (stub), enum, sre_compile, sre_parse, functools, _locale, copyreg, sre_constants
Import:  enum /anaconda3/lib/python3.7/enum.py 
Import:  sre_compile /anaconda3/lib/python3.7/sre_compile.py 
Import:  sre_parse /anaconda3/lib/python3.7/sre_parse.py 
Create built-in compiled (scraped) module:  _locale /Users/malmaud/tmp/t/bin/python 
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Create built-in compiled (scraped) module:  _sre /Users/malmaud/tmp/t/bin/python 
Analysis of _sre (CompiledBuiltin) queued. Dependencies: 
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Import:  locale /anaconda3/lib/python3.7/locale.py 
Analysis of itertools (Stub) queued. Dependencies: 
Analysis of torch.random (Library) queued. Dependencies: contextlib, warnings, torch._C, torch, torch.cuda
Analysis of torch.autograd (Stub) queued. Dependencies: torch, torch.autograd.grad_mode
Analysis of itertools (CompiledBuiltin) queued. Dependencies: itertools (stub)
Analysis of torch.functional (Library) queued. Dependencies: torch, torch.nn, torch.nn.functional, torch._six, itertools, warnings
Analysis of torch._tensor_str (Library) queued. Dependencies: math, torch, torch._six
Analysis of sys (Stub) queued. Dependencies: types (stub), importlib.abc (stub)
Analysis of torch.serialization (Library) queued. Dependencies: difflib, inspect, os, io, shutil, struct, sys, torch, tarfile, zipfile, tempfile, warnings, contextlib, torch._utils, torch._six, pickle, pathlib, torch.nn
Import:  contextlib /anaconda3/lib/python3.7/contextlib.py 
Analysis of torch.cuda (Stub) queued. Dependencies: ctypes, torch
Create compiled (scraped):  torch._C /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/_C.cpython-37m-darwin.so /Users/malmaud/tmp/t/lib/python3.7/site-packages 
Import:  torch.nn.functional /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/functional.py 
Import:  difflib /anaconda3/lib/python3.7/difflib.py 
Import:  inspect /anaconda3/lib/python3.7/inspect.py 
Import:  os /anaconda3/lib/python3.7/os.py 
Import:  shutil /anaconda3/lib/python3.7/shutil.py 
Analysis of contextlib (Stub) queued. Dependencies: types (stub), sys (stub)
Import:  struct /anaconda3/lib/python3.7/struct.py 
Import:  tarfile /anaconda3/lib/python3.7/tarfile.py 
Import:  zipfile /anaconda3/lib/python3.7/zipfile.py 
Import:  tempfile /anaconda3/lib/python3.7/tempfile.py 
Analysis of sys (CompiledBuiltin) queued. Dependencies: sys (stub), _io, types
Analysis of math (Compiled) queued. Dependencies: math (stub)
Analysis of contextlib (Library) queued. Dependencies: contextlib (stub), abc, sys, _collections_abc, collections, functools
Analysis of locale (Library) queued. Dependencies: locale (stub), sys, encodings, encodings.aliases, re, _collections_abc, functools, _locale, warnings, os, _bootlocale
Import:  torch._utils /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/_utils.py 
Analysis of math (Stub) queued. Dependencies: sys (stub)
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Import:  pickle /anaconda3/lib/python3.7/pickle.py 
Analysis of locale (Stub) queued. Dependencies: decimal (stub), sys (stub)
Import:  pathlib /anaconda3/lib/python3.7/pathlib.py 
Import:  ctypes /anaconda3/lib/python3.7/ctypes/__init__.py 
Import:  encodings /anaconda3/lib/python3.7/encodings/__init__.py 
Import:  encodings.aliases /anaconda3/lib/python3.7/encodings/aliases.py 
Import:  _bootlocale /anaconda3/lib/python3.7/_bootlocale.py 
Analysis of pickle (Stub) queued. Dependencies: sys (stub)
Analysis of _bootlocale (Library) queued. Dependencies: sys, _locale, locale
Analysis of queue (Library) queued. Dependencies: queue (stub), threading, collections, heapq, time, _queue
Analysis of encodings.aliases (Library) queued. Dependencies: 
Import:  threading /anaconda3/lib/python3.7/threading.py 
Analysis of decimal (Stub) queued. Dependencies: 
Create built-in compiled (scraped) module:  time /Users/malmaud/tmp/t/bin/python 
Create compiled (scraped):  _queue /anaconda3/lib/python3.7/lib-dynload/_queue.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of _queue (Compiled) queued. Dependencies: 
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Analysis of torch.autograd.grad_mode (Stub) queued. Dependencies: 
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Analysis of pathlib (Library) queued. Dependencies: pathlib (stub), fnmatch, functools, io, ntpath, os, posixpath, re, sys, _collections_abc, errno, operator, stat, urllib.parse, pwd, grp
Analysis of torch.nn.functional (Stub) queued. Dependencies: torch, torch.nn.common_types
Import:  fnmatch /anaconda3/lib/python3.7/fnmatch.py 
Analysis of torch.optim (Stub) queued. Dependencies: torch.optim.sgd, torch.optim.adam, torch.optim.lr_scheduler
Import:  ntpath /anaconda3/lib/python3.7/ntpath.py 
Import:  posixpath /anaconda3/lib/python3.7/posixpath.py 
Create built-in compiled (scraped) module:  errno /Users/malmaud/tmp/t/bin/python 
Import:  stat /anaconda3/lib/python3.7/stat.py 
Import:  urllib.parse /anaconda3/lib/python3.7/urllib/parse.py 
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Create compiled (scraped):  grp /anaconda3/lib/python3.7/lib-dynload/grp.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of threading (Library) queued. Dependencies: threading (stub), os, sys, _thread, time, traceback, _weakrefset, itertools, _collections, collections, _threading_local
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Import:  torch.optim.sgd /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/optim/sgd.py 
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Import:  encodings.mbcs /anaconda3/lib/python3.7/encodings/mbcs.py 
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Import:  torch.nn.init /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/init.py 
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Import:  torch.nn.utils.weight_norm /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/utils/weight_norm.py 
Import:  torch.nn.utils.convert_parameters /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/utils/convert_parameters.py 
Import:  torch.nn.utils.spectral_norm /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/utils/spectral_norm.py 
Import:  torch.nn.utils.fusion /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/utils/fusion.py 
Analysis of torch.nn.utils.fusion (Library) queued. Dependencies: __future__, copy, torch
Analysis of sre_compile (Stub) queued. Dependencies: sys (stub), sre_parse (stub), sre_constants (stub)
Import:  __future__ /anaconda3/lib/python3.7/__future__.py 
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Analysis of pickle (Library) queued. Dependencies: pickle (stub), types, copyreg, itertools, functools, sys, struct, re, io, codecs, _compat_pickle, _pickle, doctest, argparse, pprint
Analysis of torch.nn.utils.weight_norm (Library) queued. Dependencies: torch.nn.parameter, torch
Import:  _compat_pickle /anaconda3/lib/python3.7/_compat_pickle.py 
Create compiled (scraped):  _pickle /anaconda3/lib/python3.7/lib-dynload/_pickle.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of torch._C (Compiled) queued. Dependencies: torch, torch.cuda
Import:  doctest /anaconda3/lib/python3.7/doctest.py 
Analysis of difflib (Library) queued. Dependencies: difflib (stub), heapq, collections, re, doctest
Analysis of enum (Library) queued. Dependencies: enum (stub), sys, types, _collections, collections, warnings
Analysis of torch.nn.functional (Library) queued. Dependencies: torch.nn.functional, __future__, warnings, math, torch, torch._C, torch.nn, torch.nn._reduction, torch.nn.modules, torch.nn.modules.utils, torch.nn._functions, torch.nn._functions.vision, torch.nn.grad, torch.nn._VF, torch._jit_internal
Analysis of stat (Library) queued. Dependencies: stat (stub), _stat
Import:  argparse /anaconda3/lib/python3.7/argparse.py 
Import:  pprint /anaconda3/lib/python3.7/pprint.py 
Analysis of inspect (Library) queued. Dependencies: inspect (stub), abc, dis, collections, collections.abc, enum, importlib, importlib.machinery, itertools, linecache, os, re, sys, tokenize, token, types, warnings, functools, operator, ast, argparse
Import:  torch.nn._reduction /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/_reduction.py 
Import:  torch.nn.modules.utils /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/utils.py 
Import:  torch.nn._functions /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/_functions/__init__.py 
Import:  torch.nn._functions.vision /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/_functions/vision.py 
Import:  torch.nn.grad /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/grad.py 
Import:  torch.nn._VF /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/_VF.py 
Import:  torch._jit_internal /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/_jit_internal.py 
Create built-in compiled (scraped) module:  _stat /Users/malmaud/tmp/t/bin/python 
Analysis of builtins (Stub) queued. Dependencies: abc (stub), types (stub), sys (stub)
Analysis of enum (Stub) queued. Dependencies: sys (stub), abc (stub)
Analysis of stat (Stub) queued. Dependencies: sys (stub)
Import:  dis /anaconda3/lib/python3.7/dis.py 
Import:  importlib /anaconda3/lib/python3.7/importlib/__init__.py 
Analysis of collections (Stub) queued. Dependencies: sys (stub), collections.abc (stub)
Import:  importlib.machinery /anaconda3/lib/python3.7/importlib/machinery.py 
Import:  tokenize /anaconda3/lib/python3.7/tokenize.py 
Import:  token /anaconda3/lib/python3.7/token.py 
Import:  ast /anaconda3/lib/python3.7/ast.py 
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Analysis of ast (Library) queued. Dependencies: ast (stub), _ast, inspect, collections
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Import:  opcode /anaconda3/lib/python3.7/opcode.py 
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Analysis of _stat (CompiledBuiltin) queued. Dependencies: _stat (stub)
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Analysis of pprint (Library) queued. Dependencies: pprint (stub), collections, re, sys, types, io, time
Create compiled (scraped):  _opcode /anaconda3/lib/python3.7/lib-dynload/_opcode.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of os (Stub) queued. Dependencies: io (stub), sys (stub), posix (stub), os.path (stub)
Analysis of tracemalloc (Library) queued. Dependencies: tracemalloc (stub), collections.abc, functools, fnmatch, linecache, os, pickle, _tracemalloc
Create built-in compiled (scraped) module:  _tracemalloc /Users/malmaud/tmp/t/bin/python 
Analysis of os (Library) queued. Dependencies: os (stub), abc, sys, stat, posix, posixpath, ntpath, warnings, _collections_abc, subprocess, io
Create built-in compiled (scraped) module:  posix /Users/malmaud/tmp/t/bin/python 
Import:  subprocess /anaconda3/lib/python3.7/subprocess.py 
Analysis of subprocess (Library) queued. Dependencies: subprocess (stub), sys, io, os, time, signal, warnings, errno, threading, _posixsubprocess, select, selectors
Import:  signal /anaconda3/lib/python3.7/signal.py 
Create compiled (scraped):  _posixsubprocess /anaconda3/lib/python3.7/lib-dynload/_posixsubprocess.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Create compiled (scraped):  select /anaconda3/lib/python3.7/lib-dynload/select.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of torch (Stub) on depth 1 completed in 394.71 ms.
Import:  selectors /anaconda3/lib/python3.7/selectors.py 
Analysis version 4 has been completed in 397.09 ms with 1 entries analyzed and 1 entries skipped.
Analysis version 276 of 253 entries has started.
Analysis of selectors (Library) queued. Dependencies: selectors (stub), abc, collections, collections.abc, math, select, sys
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Analysis of signal (Library) queued. Dependencies: signal (stub), _signal, functools, enum
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Analysis of ctypes (Library) queued. Dependencies: ctypes (stub), os, sys, _ctypes, struct, ctypes._endian
Create compiled (scraped):  _ctypes /anaconda3/lib/python3.7/lib-dynload/_ctypes.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Import:  ctypes._endian /anaconda3/lib/python3.7/ctypes/_endian.py 
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Analysis of _weakrefset (Stub) on depth 6 completed in 47.25 ms.
Create compiled (scraped):  _heapq /anaconda3/lib/python3.7/lib-dynload/_heapq.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
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Analysis of torch.nn.modules (Stub) queued. Dependencies: torch.nn.modules.module, torch.nn.modules.activation, torch.nn.modules.adaptive, torch.nn.modules.batchnorm, torch.nn.modules.container, torch.nn.modules.conv, torch.nn.modules.distance, torch.nn.modules.dropout, torch.nn.modules.fold, torch.nn.modules.instancenorm, torch.nn.modules.linear, torch.nn.modules.loss, torch.nn.modules.normalization, torch.nn.modules.padding, torch.nn.modules.pixelshuffle, torch.nn.modules.pooling, torch.nn.modules.rnn, torch.nn.modules.sparse, torch.nn.modules.upsampling
Import:  torch.nn.modules.activation /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/activation.py 
Import:  torch.nn.modules.adaptive /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/adaptive.py 
Import:  torch.nn.modules.batchnorm /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/batchnorm.py 
Analysis of mmap (Stub) on depth 5 completed in 5.97 ms.
Import:  torch.nn.modules.container /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/container.py 
Import:  torch.nn.modules.conv /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/conv.py 
Import:  torch.nn.modules.distance /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/distance.py 
Import:  torch.nn.modules.instancenorm /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/instancenorm.py 
Import:  torch.nn.modules.linear /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/linear.py 
Import:  torch.nn.modules.loss /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/loss.py 
Import:  torch.nn.modules.rnn /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/rnn.py 
Import:  torch.nn.modules.upsampling /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/upsampling.py 
Analysis of torch.nn.modules.upsampling (Library) queued. Dependencies: torch.nn.modules.upsampling, torch.nn.modules.module, torch.nn, torch.nn.functional
Analysis of torch.nn.modules.upsampling (Stub) queued. Dependencies: torch, torch.nn.modules.module, torch.nn.common_types
Analysis of torch.nn.modules.sparse (Stub) queued. Dependencies: torch.nn.modules.module, torch.nn, torch
Analysis of torch.nn.modules.rnn (Library) queued. Dependencies: torch.nn.modules.rnn, math, torch, warnings, numbers, torch.nn.modules.module, torch.nn.parameter, torch.nn.utils.rnn, torch.nn, torch.nn.init, torch.nn._VF, torch._jit_internal, torch.backends, torch.backends.cudnn, torch.backends.cudnn.rnn
Import:  numbers /anaconda3/lib/python3.7/numbers.py 
Import:  torch.backends /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/backends/__init__.py 
Import:  torch.backends.cudnn /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/backends/cudnn/__init__.py 
Import:  torch.backends.cudnn.rnn /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/backends/cudnn/rnn.py 
Analysis of torch.backends.cudnn.rnn (Library) queued. Dependencies: torch, torch.cuda, torch.backends, torch.backends.cudnn
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Import:  torch.version /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/version.py 
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Analysis of torch.nn.modules.pixelshuffle (Stub) queued. Dependencies: torch.nn.modules.module, torch
Analysis of torch.nn.modules.padding (Stub) queued. Dependencies: torch.nn.modules.module, torch, torch.nn.common_types
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Analysis of torch.nn.modules.loss (Library) queued. Dependencies: torch.nn.modules.loss, warnings, torch.nn.modules.module, torch.nn, torch.nn.functional, torch.nn._reduction
Analysis of heapq (Library) on depth 4 completed in 45.1 ms.
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Analysis of copy (Stub) on depth 5 completed in 1.25 ms.
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Analysis of copyreg (Library) on depth 4 completed in 1.03 ms.
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Analysis of torch.nn.modules.batchnorm (Library) queued. Dependencies: torch.nn.modules.batchnorm, __future__, torch, torch.nn.modules._functions, torch.nn.modules.module, torch.nn.parameter, torch.nn, torch.nn.functional, torch.nn.init
Import:  torch.nn.modules._functions /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/modules/_functions.py 
Analysis of torch.nn.modules._functions (Library) queued. Dependencies: torch, torch.autograd.function
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Import:  torch.utils /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/utils/__init__.py 
Import:  torch.utils.hooks /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/utils/hooks.py 
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Create compiled (scraped):  zlib /anaconda3/lib/python3.7/lib-dynload/zlib.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Import:  bz2 /anaconda3/lib/python3.7/bz2.py 
Import:  lzma /anaconda3/lib/python3.7/lzma.py 
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Create compiled (scraped):  _lzma /anaconda3/lib/python3.7/lib-dynload/_lzma.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Import:  _compression /anaconda3/lib/python3.7/_compression.py 
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Create compiled (scraped):  _bz2 /anaconda3/lib/python3.7/lib-dynload/_bz2.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
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Analysis of torch.nn.parallel (Stub) queued. Dependencies: torch.nn.parallel.data_parallel, torch.nn.parallel.distributed, torch.nn.parallel.parallel_apply, torch.nn.parallel.replicate, torch.nn.parallel.scatter_gather
Import:  torch.nn.parallel.parallel_apply /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/parallel/parallel_apply.py 
Import:  torch.nn.parallel.scatter_gather /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/parallel/scatter_gather.py 
Analysis of torch.nn.parallel.scatter_gather (Library) queued. Dependencies: torch.nn.parallel.scatter_gather, torch, torch.nn.parallel._functions
Import:  torch.nn.parallel._functions /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/nn/parallel/_functions.py 
Analysis of torch.nn.parallel._functions (Library) queued. Dependencies: warnings, torch, torch.cuda, torch.cuda.comm, torch.autograd, torch.cuda._utils
Import:  torch.cuda.comm /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/cuda/comm.py 
Import:  torch.cuda._utils /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/cuda/_utils.py 
Analysis of sre_constants (Library) queued. Dependencies: sre_constants (stub), _sre, io
Analysis of torch.cuda._utils (Library) queued. Dependencies: torch, torch._six
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Import:  torch.cuda.nccl /Users/malmaud/tmp/t/lib/python3.7/site-packages/torch/cuda/nccl.py 
Analysis of torch.cuda.nccl (Library) queued. Dependencies: warnings, torch, torch.cuda
Analysis of sre_constants (Library) on depth 5 completed in 9.98 ms.
Analysis of torch.nn.parallel.scatter_gather (Stub) queued. Dependencies: torch, torch.nn.parallel.common_types
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Analysis of torch.nn.parallel.replicate (Stub) queued. Dependencies: torch.nn.modules, torch.nn.parallel.common_types
Analysis of torch.nn.parallel.parallel_apply (Library) queued. Dependencies: torch.nn.parallel.parallel_apply, threading, torch, torch.cuda._utils, torch._utils
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Analysis of abc (Stub) on depth 5 completed in 0.7 ms.
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Analysis of torch._jit_internal (Library) queued. Dependencies: inspect, weakref, torch, torch._C, torch._six
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Create compiled (scraped):  _struct /anaconda3/lib/python3.7/lib-dynload/_struct.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of _struct (Compiled) queued. Dependencies: struct
Analysis of sre_parse (Stub) on depth 6 completed in 17.14 ms.
Analysis of zipfile (Stub) queued. Dependencies: types (stub), os (stub), sys (stub)
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Analysis of token (Library) queued. Dependencies: token (stub), re, sys
Analysis of tempfile (Library) queued. Dependencies: tempfile (stub), functools, warnings, io, os, shutil, errno, random, weakref, _thread
Analysis of tarfile (Library) queued. Dependencies: tarfile (stub), sys, os, io, shutil, stat, time, struct, copy, re, pwd, grp, warnings, zlib, bz2, lzma, gzip, argparse
Analysis of torch.nn._functions.vision (Library) queued. Dependencies: torch, torch.backends, torch.backends.cudnn
Analysis of argparse (Library) queued. Dependencies: argparse (stub), os, re, sys, gettext, copy, textwrap, warnings
Analysis of pwd (CompiledBuiltin) on depth 4 completed in 1.01 ms.
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Analysis of fnmatch (Library) queued. Dependencies: fnmatch (stub), os, posixpath, re, functools
Analysis of ntpath (Stub) queued. Dependencies: sys (stub)
Import:  random /anaconda3/lib/python3.7/random.py 
Import:  gzip /anaconda3/lib/python3.7/gzip.py 
Import:  gettext /anaconda3/lib/python3.7/gettext.py 
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Import:  textwrap /anaconda3/lib/python3.7/textwrap.py 
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Analysis of textwrap (Library) queued. Dependencies: textwrap (stub), re
Analysis of _bisect (Compiled) on depth 5 completed in 0.14 ms.
Import:  genericpath /anaconda3/lib/python3.7/genericpath.py 
Import:  string /anaconda3/lib/python3.7/string.py 
Analysis of torch.nn.init (Library) queued. Dependencies: __future__, math, warnings, torch
Analysis of string (Library) queued. Dependencies: string (stub), _string, re, collections
Analysis of torch.nn.utils.rnn (Library) queued. Dependencies: collections, warnings, torch, torch.nn, torch.nn._VF, torch._jit_internal
Analysis of string (Stub) queued. Dependencies: 
Create built-in compiled (scraped) module:  _string /Users/malmaud/tmp/t/bin/python 
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Analysis of _random (Stub) queued. Dependencies: sys (stub)
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Analysis of tokenize (Library) queued. Dependencies: tokenize (stub), codecs, collections, io, itertools, re, sys, token, argparse
Analysis of textwrap (Stub) queued. Dependencies: 
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Analysis of argparse (Stub) queued. Dependencies: sys (stub)
Analysis of importlib.machinery (Library) queued. Dependencies: importlib.machinery (stub), _imp, importlib._bootstrap, importlib._bootstrap_external
Create built-in compiled (scraped) module:  _imp /Users/malmaud/tmp/t/bin/python 
Import:  importlib._bootstrap /anaconda3/lib/python3.7/importlib/_bootstrap.py 
Import:  importlib._bootstrap_external /anaconda3/lib/python3.7/importlib/_bootstrap_external.py 
Analysis of gzip (Stub) queued. Dependencies: os.path (stub), _compression (stub), zlib (stub)
Analysis of importlib._bootstrap_external (Library) queued. Dependencies: tokenize
Analysis of doctest (Library) queued. Dependencies: doctest (stub), __future__, difflib, inspect, linecache, os, pdb, re, sys, traceback, unittest, io, collections, argparse
Analysis of gettext (Library) queued. Dependencies: gettext (stub), locale, os, re, sys, warnings, struct, errno, copy
Analysis of gzip (Library) queued. Dependencies: gzip (stub), struct, sys, time, os, zlib, io, _compression, warnings, errno
Analysis of gettext (Stub) queued. Dependencies: 
Analysis of posixpath (Stub) queued. Dependencies: sys (stub)
Analysis of doctest (Stub) queued. Dependencies: sys (stub), types (stub), unittest (stub)
Analysis of importlib._bootstrap (Library) queued. Dependencies: 
Import:  pdb /anaconda3/lib/python3.7/pdb.py 
Import:  unittest /anaconda3/lib/python3.7/unittest/__init__.py 
Analysis of torch.nn.parallel.parallel_apply (Stub) queued. Dependencies: torch.nn.parallel.common_types, torch.nn.modules
Analysis of random (Library) queued. Dependencies: random (stub), warnings, types, math, os, _collections_abc, hashlib, itertools, bisect, _random, time
Import:  hashlib /anaconda3/lib/python3.7/hashlib.py 
Create compiled (scraped):  _random /anaconda3/lib/python3.7/lib-dynload/_random.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of _stat (CompiledBuiltin) on depth 5 completed in 116.69 ms.
Analysis of bisect (Library) on depth 4 completed in 0.68 ms.
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Analysis of zipfile (Library) queued. Dependencies: zipfile (stub), io, os, importlib, importlib.util, sys, time, stat, shutil, struct, binascii, threading, zlib, bz2, lzma, warnings, py_compile, argparse
Import:  importlib.util /anaconda3/lib/python3.7/importlib/util.py 
Create compiled (scraped):  binascii /anaconda3/lib/python3.7/lib-dynload/binascii.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Import:  py_compile /anaconda3/lib/python3.7/py_compile.py 
Analysis of py_compile (Library) queued. Dependencies: py_compile (stub), enum, importlib, importlib._bootstrap_external, importlib.machinery, importlib.util, os, sys, traceback
Analysis of py_compile (Stub) queued. Dependencies: sys (stub)
Analysis of binascii (Compiled) queued. Dependencies: binascii (stub)
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Analysis of importlib.util (Library) queued. Dependencies: importlib.util (stub), importlib, importlib.abc, importlib._bootstrap, importlib._bootstrap_external, contextlib, _imp, functools, sys, types, warnings
Import:  importlib.abc /anaconda3/lib/python3.7/importlib/abc.py 
Analysis of importlib.abc (Library) queued. Dependencies: importlib.abc (stub), importlib, importlib._bootstrap, importlib._bootstrap_external, importlib.machinery, abc, warnings
Analysis of importlib.util (Stub) queued. Dependencies: importlib (stub), importlib.abc (stub), importlib.machinery (stub), sys (stub), types (stub)
Analysis of hashlib (Stub) queued. Dependencies: sys (stub)
Analysis of os (Stub) on depth 4 completed in 25.92 ms.
Analysis of importlib.abc (Stub) on depth 5 completed in 3.69 ms.
Analysis of hashlib (Library) queued. Dependencies: hashlib (stub), _sha1, _md5, _sha256, _sha512, _blake2, _sha3, _hashlib, logging
Create compiled (scraped):  _sha1 /anaconda3/lib/python3.7/lib-dynload/_sha1.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Create compiled (scraped):  _md5 /anaconda3/lib/python3.7/lib-dynload/_md5.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
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Create compiled (scraped):  _blake2 /anaconda3/lib/python3.7/lib-dynload/_blake2.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Create compiled (scraped):  _sha3 /anaconda3/lib/python3.7/lib-dynload/_sha3.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of sys (Stub) on depth 4 completed in 3.12 ms.
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Import:  logging /anaconda3/lib/python3.7/logging/__init__.py 
Analysis of _importlib_modulespec (Stub) on depth 6 completed in 1.54 ms.
Analysis of types (Stub) on depth 5 completed in 8.18 ms.
Analysis of logging (Library) queued. Dependencies: logging (stub), sys, os, time, io, traceback, warnings, weakref, collections, collections.abc, string, threading, pickle, atexit
Analysis of logging (Stub) queued. Dependencies: string (stub), time (stub), types (stub), sys (stub), threading (stub)
Analysis of _hashlib (Compiled) queued. Dependencies: 
Analysis of codecs (Stub) on depth 5 completed in 17.96 ms.
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Analysis of functools (Stub) on depth 5 completed in 1.85 ms.
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Analysis of traceback (Stub) on depth 5 completed in 5.9 ms.
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Analysis of contextlib (Stub) on depth 4 completed in 22.53 ms.
Analysis of math (Stub) on depth 4 completed in 1.19 ms.
Analysis of posixpath (Library) queued. Dependencies: posixpath (stub), os, sys, stat, genericpath, pwd, re
Analysis of locale (Stub) on depth 7 completed in 4.96 ms.
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Analysis of time (Stub) on depth 5 completed in 3.44 ms.
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Analysis of inspect (Stub) on depth 4 completed in 10.03 ms.
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Analysis of importlib (Library) queued. Dependencies: importlib (stub), _imp, sys, importlib._bootstrap, importlib._bootstrap_external, types, warnings
Analysis of operator (Stub) on depth 5 completed in 8.9 ms.
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Analysis of time (CompiledBuiltin) on depth 4 completed in 3.31 ms.
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Analysis of re (Stub) on depth 5 completed in 1.09 ms.
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Analysis of _compat_pickle (Library) queued. Dependencies: 
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Analysis of stat (Library) on depth 4 completed in 9 ms.
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Analysis of encodings (Library) on depth 5 completed in 0.96 ms.
Analysis of pdb (Library) queued. Dependencies: pdb (stub), os, re, sys, cmd, bdb, dis, code, glob, pprint, signal, inspect, traceback, linecache, readline, shlex, runpy, pydoc, getopt
Analysis of codecs (Library) on depth 4 completed in 5.53 ms.
Import:  cmd /anaconda3/lib/python3.7/cmd.py 
Import:  bdb /anaconda3/lib/python3.7/bdb.py 
Import:  code /anaconda3/lib/python3.7/code.py 
Import:  glob /anaconda3/lib/python3.7/glob.py 
Create compiled (scraped):  readline /anaconda3/lib/python3.7/lib-dynload/readline.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Import:  shlex /anaconda3/lib/python3.7/shlex.py 
Import:  runpy /anaconda3/lib/python3.7/runpy.py 
Import:  pydoc /anaconda3/lib/python3.7/pydoc.py 
Analysis of threading (Stub) on depth 5 completed in 2.69 ms.
Analysis of collections.abc (Stub) on depth 4 completed in 0.19 ms.
Import:  getopt /anaconda3/lib/python3.7/getopt.py 
Analysis of getopt (Library) queued. Dependencies: getopt (stub), os, gettext, sys
Analysis of getopt (Stub) queued. Dependencies: 
Analysis of collections (Stub) on depth 4 completed in 17.78 ms.
Analysis of _weakref (Stub) on depth 5 completed in 0.92 ms.
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Analysis of _threading_local (Stub) on depth 6 completed in 0.33 ms.
Analysis of _weakref (CompiledBuiltin) on depth 4 completed in 0.14 ms.
Analysis of pydoc (Library) queued. Dependencies: importlib, importlib._bootstrap, importlib._bootstrap_external, importlib.machinery, importlib.util, inspect, io, os, pkgutil, platform, re, sys, time, tokenize, urllib, urllib.parse, warnings, collections, reprlib, traceback, tempfile, subprocess, tty, pydoc_data, pydoc_data.topics, textwrap, http, http.server, email, email.message, select, threading, webbrowser, getopt
Import:  pkgutil /anaconda3/lib/python3.7/pkgutil.py 
Import:  platform /anaconda3/lib/python3.7/platform.py 
Import:  urllib /anaconda3/lib/python3.7/urllib/__init__.py 
Import:  tty /anaconda3/lib/python3.7/tty.py 
Import:  pydoc_data /anaconda3/lib/python3.7/pydoc_data/__init__.py 
Import:  pydoc_data.topics /anaconda3/lib/python3.7/pydoc_data/topics.py 
Import:  http /anaconda3/lib/python3.7/http/__init__.py 
Analysis of _weakrefset (Library) on depth 5 completed in 4.83 ms.
Import:  http.server /anaconda3/lib/python3.7/http/server.py 
Import:  email /anaconda3/lib/python3.7/email/__init__.py 
Import:  email.message /anaconda3/lib/python3.7/email/message.py 
Import:  webbrowser /anaconda3/lib/python3.7/webbrowser.py 
Analysis of _py_abc (Library) on depth 5 completed in 2.41 ms.
Analysis of webbrowser (Library) queued. Dependencies: webbrowser (stub), os, shlex, shutil, sys, subprocess, threading, copy, glob, pwd, socket, tempfile, getopt
Analysis of abc (Library) on depth 4 completed in 2.57 ms.
Import:  socket /anaconda3/lib/python3.7/socket.py 
Analysis of socket (Library) queued. Dependencies: socket (stub), _socket, os, sys, io, selectors, enum, errno
Create compiled (scraped):  _socket /anaconda3/lib/python3.7/lib-dynload/_socket.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of io (Library) on depth 3 completed in 23.38 ms.
Analysis of _socket (Compiled) queued. Dependencies: 
Analysis of webbrowser (Stub) queued. Dependencies: sys (stub)
Analysis of email.message (Library) queued. Dependencies: email.message (stub), re, uu, quopri, io, email, email.utils, email.errors, email._policybase, email.charset, email._encoded_words, email.generator, email.iterators, email.policy
Import:  uu /anaconda3/lib/python3.7/uu.py 
Import:  quopri /anaconda3/lib/python3.7/quopri.py 
Import:  email.utils /anaconda3/lib/python3.7/email/utils.py 
Import:  email.errors /anaconda3/lib/python3.7/email/errors.py 
Import:  email._policybase /anaconda3/lib/python3.7/email/_policybase.py 
Import:  email.charset /anaconda3/lib/python3.7/email/charset.py 
Import:  email._encoded_words /anaconda3/lib/python3.7/email/_encoded_words.py 
Import:  email.generator /anaconda3/lib/python3.7/email/generator.py 
Import:  email.iterators /anaconda3/lib/python3.7/email/iterators.py 
Import:  email.policy /anaconda3/lib/python3.7/email/policy.py 
Analysis of email.policy (Library) queued. Dependencies: email.policy (stub), re, email._policybase, email.utils, email.headerregistry, email.contentmanager, email.message
Import:  email.headerregistry /anaconda3/lib/python3.7/email/headerregistry.py 
Import:  email.contentmanager /anaconda3/lib/python3.7/email/contentmanager.py 
Analysis of email.contentmanager (Library) queued. Dependencies: email.contentmanager (stub), binascii, email, email.charset, email.message, email.errors, email.quoprimime
Import:  email.quoprimime /anaconda3/lib/python3.7/email/quoprimime.py 
Analysis of email.quoprimime (Library) queued. Dependencies: re, string
Analysis of email.contentmanager (Stub) queued. Dependencies: email.message (stub)
Analysis of email.headerregistry (Library) queued. Dependencies: email.headerregistry (stub), types, email, email.utils, email.errors, email._header_value_parser
Import:  email._header_value_parser /anaconda3/lib/python3.7/email/_header_value_parser.py 
Analysis of pickle (Library) on depth 3 completed in 45.46 ms.
Analysis of email._header_value_parser (Library) queued. Dependencies: re, urllib, string, collections, operator, email, email._encoded_words, email.errors, email.utils
Analysis of email.headerregistry (Stub) queued. Dependencies: datetime (stub), email.errors (stub), email.policy (stub)
Analysis of datetime (Stub) queued. Dependencies: sys (stub), time (stub)
Analysis of email.policy (Stub) queued. Dependencies: abc (stub), sys (stub), email.message (stub), email.errors (stub), email.header (stub), email.contentmanager (stub)
Analysis of tracemalloc (Library) on depth 4 completed in 10.72 ms.
Analysis of email.header (Stub) queued. Dependencies: email.charset (stub)
Analysis of email.iterators (Library) queued. Dependencies: email.iterators (stub), sys, io
Analysis of email.iterators (Stub) queued. Dependencies: email.message (stub)
Analysis of email.generator (Library) queued. Dependencies: email.generator (stub), re, sys, time, random, copy, io, email.utils
Analysis of warnings (Library) on depth 3 completed in 6.34 ms.
Analysis of email.generator (Stub) queued. Dependencies: email.message (stub), email.policy (stub)
Analysis of email._encoded_words (Library) queued. Dependencies: re, base64, binascii, functools, string, email, email.errors
Import:  base64 /anaconda3/lib/python3.7/base64.py 
Analysis of base64 (Library) queued. Dependencies: base64 (stub), re, struct, binascii, warnings, sys, getopt
Analysis of base64 (Stub) queued. Dependencies: sys (stub)
Analysis of email.charset (Library) queued. Dependencies: email.charset (stub), functools, email, email.base64mime, email.quoprimime, email.errors, email.encoders
Import:  email.base64mime /anaconda3/lib/python3.7/email/base64mime.py 
Import:  email.encoders /anaconda3/lib/python3.7/email/encoders.py 
Analysis of email.encoders (Library) queued. Dependencies: email.encoders (stub), base64, quopri
Analysis of email.encoders (Stub) queued. Dependencies: email.message (stub)
Analysis of email.base64mime (Library) queued. Dependencies: base64, binascii
Analysis of email.charset (Stub) queued. Dependencies: 
Analysis of email._policybase (Library) queued. Dependencies: abc, email, email.header, email.charset, email.utils
Import:  email.header /anaconda3/lib/python3.7/email/header.py 
Analysis of email.header (Library) queued. Dependencies: email.header (stub), re, binascii, email, email.quoprimime, email.base64mime, email.errors, email.charset
Analysis of email.errors (Library) queued. Dependencies: email.errors (stub)
Analysis of email.errors (Stub) queued. Dependencies: 
Analysis of email.utils (Library) queued. Dependencies: email.utils (stub), os, re, time, random, socket, datetime, urllib, urllib.parse, email._parseaddr, email.charset
Analysis of subprocess (Library) on depth 4 completed in 31.16 ms.
Import:  datetime /anaconda3/lib/python3.7/datetime.py 
Import:  email._parseaddr /anaconda3/lib/python3.7/email/_parseaddr.py 
Analysis of email._parseaddr (Library) queued. Dependencies: time, calendar
Import:  calendar /anaconda3/lib/python3.7/calendar.py 
Analysis of calendar (Library) queued. Dependencies: calendar (stub), sys, datetime, locale, itertools, argparse
Analysis of calendar (Stub) queued. Dependencies: datetime (stub), sys (stub), time (stub)
Analysis of os (Library) on depth 3 completed in 32.43 ms.
Analysis of datetime (Library) queued. Dependencies: datetime (stub), time, math, sys, _strptime, _datetime
Analysis of threading (Library) on depth 4 completed in 6.61 ms.
Import:  _strptime /anaconda3/lib/python3.7/_strptime.py 
Create compiled (scraped):  _datetime /anaconda3/lib/python3.7/lib-dynload/_datetime.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of _datetime (Compiled) queued. Dependencies: datetime
Analysis of _threading_local (Library) on depth 5 completed in 1.28 ms.
Analysis of _strptime (Library) queued. Dependencies: time, locale, calendar, re, datetime, _thread
Analysis of email.utils (Stub) queued. Dependencies: email.charset (stub), datetime (stub)
Analysis of quopri (Library) queued. Dependencies: quopri (stub), binascii, io, sys, getopt
Analysis of quopri (Stub) queued. Dependencies: 
Analysis of uu (Library) queued. Dependencies: uu (stub), binascii, os, sys, optparse
Import:  optparse /anaconda3/lib/python3.7/optparse.py 
Analysis of locale (Library) on depth 6 completed in 22.21 ms.
Analysis of cmd (Stub) queued. Dependencies: 
Analysis of unittest (Library) queued. Dependencies: unittest (stub), unittest.result, unittest.case, unittest.suite, unittest.loader, unittest.main, unittest.runner, unittest.signals, os
Analysis of code (Stub) queued. Dependencies: sys (stub), types (stub)
Analysis of cmd (Library) queued. Dependencies: cmd (stub), string, sys, readline
Analysis of code (Library) queued. Dependencies: code (stub), sys, traceback, codeop, readline, argparse
Analysis of glob (Stub) queued. Dependencies: sys (stub)
Analysis of glob (Library) queued. Dependencies: glob (stub), os, re, fnmatch
Analysis of bdb (Library) queued. Dependencies: fnmatch, sys, os, inspect, linecache, reprlib
Analysis of readline (Stub) queued. Dependencies: sys (stub)
Analysis of readline (Compiled) queued. Dependencies: readline (stub)
Analysis of _bootlocale (Library) on depth 7 completed in 0.35 ms.
Analysis of _locale (CompiledBuiltin) on depth 5 completed in 0.43 ms.
Analysis of shlex (Stub) queued. Dependencies: sys (stub)
Import:  unittest.result /anaconda3/lib/python3.7/unittest/result.py 
Import:  unittest.case /anaconda3/lib/python3.7/unittest/case.py 
Analysis of shlex (Library) queued. Dependencies: shlex (stub), os, re, sys, collections, io
Import:  unittest.suite /anaconda3/lib/python3.7/unittest/suite.py 
Analysis of runpy (Stub) queued. Dependencies: 
Import:  unittest.loader /anaconda3/lib/python3.7/unittest/loader.py 
Import:  unittest.main /anaconda3/lib/python3.7/unittest/main.py 
Import:  unittest.runner /anaconda3/lib/python3.7/unittest/runner.py 
Import:  unittest.signals /anaconda3/lib/python3.7/unittest/signals.py 
Import:  codeop /anaconda3/lib/python3.7/codeop.py 
Analysis of runpy (Library) queued. Dependencies: runpy (stub), sys, importlib, importlib.machinery, importlib.util, types, pkgutil, warnings
Analysis of pkgutil (Stub) queued. Dependencies: sys (stub), importlib.abc (stub)
Analysis of codeop (Library) queued. Dependencies: codeop (stub), __future__
Analysis of unittest.result (Library) queued. Dependencies: io, sys, traceback, unittest, unittest.util, functools
Analysis of codeop (Stub) queued. Dependencies: types (stub)
Analysis of unittest (Stub) queued. Dependencies: logging (stub), sys (stub), types (stub)
Analysis of unittest.signals (Library) queued. Dependencies: signal, weakref, functools
Analysis of platform (Stub) queued. Dependencies: os (stub)
Analysis of unittest.runner (Library) queued. Dependencies: sys, time, warnings, unittest, unittest.result, unittest.signals
Import:  unittest.util /anaconda3/lib/python3.7/unittest/util.py 
Analysis of unittest.main (Library) queued. Dependencies: sys, argparse, os, unittest, unittest.loader, unittest.runner, unittest.signals
Analysis of unittest.case (Library) queued. Dependencies: sys, functools, difflib, logging, pprint, re, warnings, collections, contextlib, traceback, unittest, unittest.result, unittest.util
Analysis of platform (Library) queued. Dependencies: platform (stub), collections, sys, os, re, subprocess, warnings, plistlib, socket, struct
Analysis of urllib (Stub) queued. Dependencies: 
Analysis of urllib (Library) queued. Dependencies: urllib (stub)
Analysis of unittest.loader (Library) queued. Dependencies: os, re, sys, traceback, types, functools, warnings, fnmatch, unittest, unittest.case, unittest.suite, unittest.util
Analysis of tty (Stub) queued. Dependencies: 
Analysis of unittest.suite (Library) queued. Dependencies: sys, unittest, unittest.case, unittest.util
Analysis of tty (Library) queued. Dependencies: tty (stub), termios
Analysis of pydoc_data (Library) queued. Dependencies: 
Analysis of http (Stub) queued. Dependencies: sys (stub), enum (stub)
Analysis of http (Library) queued. Dependencies: http (stub), enum
Analysis of re (Library) on depth 4 completed in 48.23 ms.
Analysis of http.server (Stub) queued. Dependencies: sys (stub), socketserver (stub), email (stub), email.message (stub)
Analysis of pkgutil (Library) queued. Dependencies: pkgutil (stub), collections, functools, importlib, importlib.util, importlib.machinery, os, sys, types, warnings, marshal, inspect, zipimport
Analysis of email (Stub) queued. Dependencies: sys (stub), email.message (stub), email.policy (stub)
Analysis of email (Library) queued. Dependencies: email (stub), email.parser
Analysis of http.server (Library) queued. Dependencies: http.server (stub), copy, datetime, email, email.utils, html, http, http.client, io, mimetypes, os, posixpath, select, shutil, socket, socketserver, sys, time, urllib, urllib.parse, functools, pwd, base64, binascii, subprocess, argparse
Analysis of uu (Stub) queued. Dependencies: sys (stub)
Import:  plistlib /anaconda3/lib/python3.7/plistlib.py 
Analysis of optparse (Stub) queued. Dependencies: sys (stub)
Create compiled (scraped):  termios /anaconda3/lib/python3.7/lib-dynload/termios.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Create built-in compiled (scraped) module:  marshal /Users/malmaud/tmp/t/bin/python 
Create built-in compiled (scraped) module:  zipimport /Users/malmaud/tmp/t/bin/python 
Import:  email.parser /anaconda3/lib/python3.7/email/parser.py 
Analysis of email.message (Stub) queued. Dependencies: sys (stub), email.charset (stub), email.errors (stub), email.header (stub), email.policy (stub), email.contentmanager (stub)
Import:  html /anaconda3/lib/python3.7/html/__init__.py 
Import:  http.client /anaconda3/lib/python3.7/http/client.py 
Import:  mimetypes /anaconda3/lib/python3.7/mimetypes.py 
Import:  socketserver /anaconda3/lib/python3.7/socketserver.py 
Analysis of plistlib (Stub) queued. Dependencies: sys (stub), enum (stub)
Analysis of html (Stub) queued. Dependencies: 
Analysis of socketserver (Library) queued. Dependencies: socketserver (stub), socket, selectors, os, sys, threading, io, time, traceback
Analysis of html (Library) queued. Dependencies: html (stub), re, html.entities
Analysis of email.parser (Library) queued. Dependencies: email.parser (stub), io, email.feedparser, email._policybase
Analysis of pydoc_data.topics (Library) queued. Dependencies: 
Analysis of mimetypes (Library) queued. Dependencies: mimetypes (stub), os, sys, posixpath, urllib, urllib.parse, getopt
Analysis of http.client (Stub) queued. Dependencies: email (stub), email.message (stub), io (stub), socket (stub), sys (stub), ssl (stub), types (stub)
Analysis of pprint (Library) on depth 4 completed in 33.05 ms.
Analysis of mimetypes (Stub) queued. Dependencies: sys (stub)
Analysis of keyword (Library) on depth 4 completed in 17.11 ms.
Analysis of email.parser (Stub) queued. Dependencies: email (stub), email.feedparser (stub), email.message (stub), email.policy (stub)
Analysis of termios (Stub) queued. Dependencies: 
Analysis of zipimport (CompiledBuiltin) queued. Dependencies: zipimport (stub)
Analysis of termios (Compiled) queued. Dependencies: termios (stub)
Analysis of zipimport (Stub) queued. Dependencies: types (stub)
Analysis of socketserver (Stub) queued. Dependencies: socket (stub), sys (stub), types (stub)
Analysis of marshal (CompiledBuiltin) queued. Dependencies: marshal (stub)
Analysis of marshal (Stub) queued. Dependencies: 
Analysis of plistlib (Library) queued. Dependencies: plistlib (stub), binascii, codecs, contextlib, datetime, enum, io, itertools, os, re, struct, warnings, xml.parsers.expat
Import:  html.entities /anaconda3/lib/python3.7/html/entities.py 
Import:  email.feedparser /anaconda3/lib/python3.7/email/feedparser.py 
Analysis of html.entities (Stub) queued. Dependencies: 
Import:  xml.parsers.expat /anaconda3/lib/python3.7/xml/parsers/expat.py 
Analysis of xml.parsers.expat (Library) queued. Dependencies: xml.parsers.expat (stub), sys, pyexpat
Analysis of ssl (Stub) queued. Dependencies: socket (stub), sys (stub)
Analysis of sre_parse (Library) on depth 5 completed in 121.88 ms.
Analysis of xml.parsers.expat (Stub) queued. Dependencies: pyexpat (stub), pyexpat.errors (stub), pyexpat.model (stub)
Analysis of email.feedparser (Stub) queued. Dependencies: sys (stub), email.message (stub), email.policy (stub)
Create compiled (scraped):  pyexpat /anaconda3/lib/python3.7/lib-dynload/pyexpat.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of pyexpat.model (Stub) queued. Dependencies: 
Analysis of pyexpat (Compiled) queued. Dependencies: pyexpat (stub)
Analysis of pyexpat.errors (Stub) queued. Dependencies: sys (stub)
Analysis of pyexpat (Stub) queued. Dependencies: pyexpat.errors (stub), pyexpat.model (stub)
Analysis of email.feedparser (Library) queued. Dependencies: email.feedparser (stub), re, email, email.errors, email._policybase, collections, io, email.message
Analysis of http.client (Library) queued. Dependencies: http.client (stub), email, email.parser, email.message, http, io, re, socket, collections, collections.abc, urllib.parse, ssl, warnings
Analysis of html.entities (Library) queued. Dependencies: html.entities (stub)
Analysis of unittest.util (Library) queued. Dependencies: collections, os
Import:  ssl /anaconda3/lib/python3.7/ssl.py 
Analysis of collections (Library) on depth 3 completed in 43.77 ms.
Analysis of ssl (Library) queued. Dependencies: ssl (stub), sys, os, collections, enum, _ssl, socket, base64, errno, warnings, time, calendar
Analysis of contextlib (Library) on depth 3 completed in 12.13 ms.
Create compiled (scraped):  _ssl /anaconda3/lib/python3.7/lib-dynload/_ssl.cpython-37m-darwin.so /anaconda3/lib/python3.7/lib-dynload 
Analysis of functools (Library) on depth 4 completed in 15.28 ms.
Analysis of _ssl (Compiled) queued. Dependencies: 
Analysis of traceback (Library) on depth 4 completed in 24.63 ms.
Analysis of enum (Library) on depth 4 completed in 19.71 ms.
Analysis of types (Library) on depth 4 completed in 10.03 ms.
Analysis of _functools (CompiledBuiltin) on depth 5 completed in 0.2 ms.
Analysis of operator (Library) on depth 4 completed in 14.36 ms.
Analysis of copy (Library) on depth 4 completed in 4.93 ms.
Analysis of optparse (Library) queued. Dependencies: optparse (stub), sys, os, textwrap, gettext
Analysis of weakref (Library) on depth 5 completed in 21.25 ms.
Analysis of sys (CompiledBuiltin) on depth 3 completed in 26.42 ms.
Analysis of sre_compile (Library) on depth 5 completed in 15.64 ms.
Analysis of _collections_abc (Library) on depth 4 completed in 16.77 ms.
Analysis of collections.abc (Library) on depth 3 completed in 0.26 ms.
Analysis of urllib.parse (Library) on depth 4 completed in 12.64 ms.
Analysis of difflib (Library) on depth 3 completed in 16.18 ms.
Analysis of dis (Library) on depth 4 completed in 5.12 ms.
Analysis of ast (Library) on depth 4 completed in 6.96 ms.
Analysis of inspect (Library) on depth 3 completed in 33.9 ms.
Analysis of torch.nn.functional (Library) on depth 3 completed in 49.47 ms.
Analysis of torch.nn.utils.spectral_norm (Library) on depth 4 completed in 4.54 ms.
Analysis of pathlib (Library) on depth 3 completed in 19.28 ms.
Analysis of queue (Library) on depth 3 completed in 3.24 ms.
Analysis of torch._six (Library) on depth 2 completed in 2.64 ms.
Analysis of torch.functional (Library) on depth 2 completed in 3.96 ms.
Analysis of torch.cuda (Stub) on depth 2 completed in 2.16 ms.
Analysis of torch._tensor_str (Library) on depth 2 completed in 7.35 ms.
Analysis of torch.serialization (Library) on depth 2 completed in 13.49 ms.
Analysis of torch.autograd (Stub) on depth 2 completed in 1.22 ms.
Analysis of torch._C (Compiled) on depth 3 completed in 166.99 ms.
Analysis of torch.optim.optimizer (Stub) on depth 4 completed in 0.4 ms.
Analysis of torch.nn.common_types (Stub) on depth 5 completed in 1 ms.
Analysis of torch.nn.utils.fusion (Library) on depth 4 completed in 1.58 ms.
Analysis of torch.nn.utils.weight_norm (Library) on depth 4 completed in 1.58 ms.
Analysis of torch.optim.adam (Stub) on depth 3 completed in 0.37 ms.
Analysis of torch.random (Library) on depth 2 completed in 1.7 ms.
Analysis of torch.optim.lr_scheduler (Stub) on depth 4 completed in 2.34 ms.
Analysis of torch.optim.sgd (Stub) on depth 4 completed in 2.3 ms.
Analysis of torch.optim.sgd (Library) on depth 3 completed in 1.22 ms.
Analysis of torch.optim (Stub) on depth 2 completed in 0.03 ms.
Analysis of torch.nn.functional (Stub) on depth 4 completed in 6.8 ms.
Analysis of torch.optim.lr_scheduler (Library) on depth 3 completed in 7.55 ms.
Analysis version 276 has been completed in 1205 ms with 182 entries analyzed and 71 entries skipped.
Analysis version 737 of 689 entries has started.
Analysis of abc (Stub) on depth 5 completed in 4.72 ms.
Analysis of _abc (CompiledBuiltin) on depth 5 completed for library in 6.15 ms.
Analysis of _weakrefset (Stub) on depth 6 completed in 6.61 ms.
Analysis of copyreg (Library) on depth 4 completed for library in 1.27 ms.
Analysis of gc (Stub) on depth 6 completed in 0.74 ms.
Analysis of atexit (Stub) on depth 6 completed in 0.22 ms.
Analysis of mmap (Stub) on depth 5 completed in 1.47 ms.
Analysis of _thread (Stub) on depth 5 completed in 0.28 ms.
Analysis of copy (Stub) on depth 5 completed in 0.26 ms.
Analysis of _locale (CompiledBuiltin) on depth 5 completed in 0.41 ms.
Analysis of _sre (CompiledBuiltin) on depth 6 completed for library in 0.25 ms.
Analysis of _warnings (Stub) on depth 5 completed in 0.37 ms.
Analysis of itertools (Stub) on depth 4 completed in 2.25 ms.
Analysis of torch.autograd.grad_mode (Stub) on depth 3 completed in 0.52 ms.
Analysis of sre_constants (Stub) on depth 6 completed in 2.72 ms.
Analysis of encodings.aliases (Library) on depth 6 completed for library in 2.42 ms.
Analysis of _queue (Compiled) on depth 4 completed for library in 0.69 ms.
Analysis of grp (Stub) on depth 5 completed in 0.21 ms.
Analysis of queue (Stub) on depth 4 completed in 1.16 ms.
Analysis of pwd (Stub) on depth 5 completed in 0.2 ms.
Analysis of bisect (Stub) on depth 5 completed in 0.31 ms.
Analysis of _bisect (Stub) on depth 6 completed in 0.42 ms.
Analysis of _compat_pickle (Library) on depth 4 completed for library in 1.09 ms.
Analysis of torch.optim.lr_scheduler (Stub) on depth 4 completed in 3.56 ms.
Analysis of _pickle (Compiled) on depth 4 completed for library in 1.77 ms.
Analysis of keyword (Stub) on depth 5 completed in 0.2 ms.
Analysis of torch.nn._functions (Library) on depth 4 completed for library in 4.49 ms.
Analysis of _stat (Stub) on depth 6 completed in 5.73 ms.
Analysis of posix (Stub) on depth 5 completed in 0.58 ms.
Analysis of _posixsubprocess (Stub) on depth 6 completed in 0.24 ms.
Analysis of _opcode (Compiled) on depth 6 completed for library in 0.09 ms.
Analysis of _ctypes (Compiled) on depth 4 completed for library in 2.24 ms.
Analysis of _io (CompiledBuiltin) on depth 4 completed in 29.67 ms.
Analysis of torch.backends (Library) on depth 5 completed for library in 0.02 ms.
Analysis of torch.version (Library) on depth 6 completed for library in 0.05 ms.
Analysis of _heapq (Stub) on depth 6 completed in 0.35 ms.
Analysis of decimal (Stub) on depth 8 completed in 15.08 ms.
Analysis of _bz2 (Compiled) on depth 5 completed for library in 0.66 ms.
Analysis of fnmatch (Stub) on depth 5 completed in 0.21 ms.
Analysis of _lzma (Compiled) on depth 5 completed for library in 3.57 ms.
Analysis of _struct (Compiled) on depth 4 completed in 0.41 ms.
Analysis of _tracemalloc (Stub) on depth 6 completed in 3.15 ms.
Analysis of textwrap (Stub) on depth 6 completed in 3.62 ms.
Analysis of _string (CompiledBuiltin) on depth 6 completed for library in 0.1 ms.
Analysis of string (Stub) on depth 6 completed in 1.15 ms.
Analysis of gettext (Stub) on depth 6 completed in 3.59 ms.
Analysis of _sha256 (Compiled) on depth 6 completed for library in 0.17 ms.
Analysis of _sha512 (Compiled) on depth 6 completed for library in 0.23 ms.
Analysis of _sha1 (Compiled) on depth 6 completed for library in 0.41 ms.
Analysis of _blake2 (Compiled) on depth 6 completed for library in 0.98 ms.
Analysis of _md5 (Compiled) on depth 6 completed for library in 0.32 ms.
Analysis of _sha3 (Compiled) on depth 6 completed for library in 4.64 ms.
Analysis of pydoc_data (Library) on depth 7 completed for library in 0.02 ms.
Analysis of pydoc_data.topics (Library) on depth 7 completed for library in 0.3 ms.
Analysis of getopt (Stub) on depth 7 completed in 0.38 ms.
Analysis of email.contentmanager (Stub) on depth 9 completed in 0.37 ms.
Analysis of _hashlib (Compiled) on depth 6 completed for library in 0.8 ms.
Analysis of email.charset (Stub) on depth 9 completed in 0.68 ms.
Analysis of quopri (Stub) on depth 9 completed in 0.19 ms.
Analysis of email.errors (Stub) on depth 9 completed in 1.12 ms.
Analysis of cmd (Stub) on depth 7 completed in 1.24 ms.
Analysis of urllib (Stub) on depth 8 completed in 0.01 ms.
Analysis of importlib._bootstrap (Library) on depth 5 completed for library in 12.75 ms.
Analysis of tty (Stub) on depth 8 completed in 0.3 ms.
Analysis of runpy (Stub) on depth 7 completed in 0.53 ms.
Analysis of html (Stub) on depth 9 completed in 0.15 ms.
Analysis of _socket (Compiled) on depth 9 completed for library in 4.41 ms.
Analysis of termios (Stub) on depth 9 completed in 4.81 ms.
Analysis of pyexpat.model (Stub) on depth 11 completed in 0.07 ms.
Analysis of html.entities (Stub) on depth 10 completed in 0.25 ms.
Analysis of marshal (Stub) on depth 9 completed in 0.31 ms.
Analysis of _ssl (Compiled) on depth 10 completed for library in 7.76 ms.
Analysis of atexit (CompiledBuiltin) on depth 5 completed for library in 0.16 ms.
Analysis of gc (CompiledBuiltin) on depth 5 completed for library in 9.11 ms.
Analysis of _bootlocale (Library) on depth 7 completed in 9.05 ms.
Analysis of _warnings (CompiledBuiltin) on depth 4 completed for library in 0.49 ms.
Analysis of _thread (CompiledBuiltin) on depth 4 completed for library in 2.18 ms.
Analysis of io (Stub) on depth 4 completed in 13.4 ms.
Analysis of itertools (CompiledBuiltin) on depth 3 completed for library in 9.22 ms.
Analysis of _bisect (Compiled) on depth 5 completed for library in 0.13 ms.
Analysis of pwd (CompiledBuiltin) on depth 4 completed for library in 1.03 ms.
Analysis of grp (Compiled) on depth 4 completed for library in 1.42 ms.
Analysis of sre_parse (Stub) on depth 6 completed in 2.4 ms.
Analysis of _stat (CompiledBuiltin) on depth 5 completed for library in 7.96 ms.
Analysis of _posixsubprocess (Compiled) on depth 5 completed for library in 0.14 ms.
Analysis of _heapq (Compiled) on depth 5 completed for library in 0.3 ms.
Analysis of _tracemalloc (CompiledBuiltin) on depth 5 completed for library in 0.19 ms.
Analysis of email.header (Stub) on depth 9 completed in 0.99 ms.
Analysis of urllib (Library) on depth 7 completed for library in 0.03 ms.
Analysis of html.entities (Library) on depth 9 completed for library in 24.06 ms.
Analysis of marshal (CompiledBuiltin) on depth 8 completed for library in 0.35 ms.
Analysis of email.errors (Library) on depth 8 completed for library in 29.42 ms.
Analysis of termios (Compiled) on depth 8 completed for library in 36.32 ms.
Analysis of os (Stub) on depth 4 completed in 18.19 ms.
Analysis of bisect (Library) on depth 4 completed for library in 0.47 ms.
Analysis of tty (Library) on depth 7 completed for library in 1.64 ms.
Analysis of importlib.abc (Stub) on depth 5 completed in 2.87 ms.
Analysis of sys (Stub) on depth 4 completed in 1.72 ms.
Analysis of _importlib_modulespec (Stub) on depth 6 completed in 0.91 ms.
Analysis of os.path (Stub) on depth 5 completed in 3.25 ms.
Analysis of types (Stub) on depth 5 completed in 3.73 ms.
Analysis of codecs (Stub) on depth 5 completed in 3.33 ms.
Analysis of mmap (Stub) on depth 5 completed in 2.28 ms.
Analysis of io (Stub) on depth 4 completed in 5.05 ms.
Analysis of os (Stub) on depth 4 completed in 12.14 ms.
Analysis of importlib.abc (Stub) on depth 5 completed in 1.47 ms.
Analysis of sys (Stub) on depth 4 completed in 1.67 ms.
Analysis of _importlib_modulespec (Stub) on depth 6 completed in 1.17 ms.
Analysis of os.path (Stub) on depth 5 completed in 2.26 ms.
Analysis of types (Stub) on depth 5 completed in 4.97 ms.
Analysis of codecs (Stub) on depth 5 completed in 3.84 ms.
Analysis of _weakref (Stub) on depth 5 completed in 5.23 ms.
Analysis of collections.abc (Stub) on depth 4 completed in 0.36 ms.
Analysis of traceback (Stub) on depth 5 completed in 6.22 ms.
Analysis of locale (Stub) on depth 7 completed in 1.92 ms.
Analysis of functools (Stub) on depth 5 completed in 2.53 ms.
Analysis of pickle (Stub) on depth 4 completed in 0.97 ms.
Analysis of contextlib (Stub) on depth 4 completed in 4.29 ms.
Analysis of pathlib (Stub) on depth 4 completed in 5.24 ms.
Analysis of math (Stub) on depth 4 completed in 2.01 ms.
Analysis of difflib (Stub) on depth 4 completed in 1.55 ms.
Analysis of time (Stub) on depth 5 completed in 1.36 ms.
Analysis of sre_compile (Stub) on depth 6 completed in 0.24 ms.
Analysis of threading (Stub) on depth 5 completed in 8.03 ms.
Analysis of inspect (Stub) on depth 4 completed in 9.58 ms.
Analysis of __future__ (Stub) on depth 5 completed in 0.2 ms.
Analysis of enum (Stub) on depth 5 completed in 1.88 ms.
Analysis of stat (Stub) on depth 5 completed in 0.3 ms.
Analysis of operator (Stub) on depth 5 completed in 5.23 ms.
Analysis of opcode (Stub) on depth 6 completed in 0.41 ms.
Analysis of pprint (Stub) on depth 5 completed in 0.4 ms.
Analysis of tracemalloc (Stub) on depth 5 completed in 3.56 ms.
Analysis of ctypes (Stub) on depth 4 completed in 14.48 ms.
Analysis of subprocess (Stub) on depth 5 completed in 2.44 ms.
Analysis of _codecs (Stub) on depth 6 completed in 1.99 ms.
Analysis of heapq (Stub) on depth 5 completed in 0.35 ms.
Analysis of numbers (Stub) on depth 6 completed in 1.53 ms.
Analysis of urllib.parse (Stub) on depth 5 completed in 2.55 ms.
Analysis of shutil (Stub) on depth 4 completed in 2.2 ms.
Analysis of select (Stub) on depth 6 completed in 1.62 ms.
Analysis of bz2 (Stub) on depth 5 completed in 0.65 ms.
Analysis of linecache (Stub) on depth 5 completed in 0.28 ms.
Analysis of array (Stub) on depth 5 completed in 1.74 ms.
Analysis of zipfile (Stub) on depth 4 completed in 3.78 ms.
Analysis of lzma (Stub) on depth 5 completed in 3.47 ms.
Analysis of zlib (Stub) on depth 5 completed in 0.99 ms.
Analysis of tempfile (Stub) on depth 4 completed in 0.76 ms.
Analysis of _ast (Stub) on depth 6 completed in 11.92 ms.
Analysis of ntpath (Stub) on depth 5 completed in 0.64 ms.
Analysis of _random (Stub) on depth 6 completed in 0.25 ms.
Analysis of posixpath (Stub) on depth 5 completed in 3.45 ms.
Analysis of py_compile (Stub) on depth 5 completed in 0.33 ms.
Analysis of tarfile (Stub) on depth 4 completed in 4.95 ms.
Analysis of binascii (Stub) on depth 5 completed in 0.45 ms.
Analysis of token (Stub) on depth 5 completed in 0.86 ms.
Analysis of hashlib (Stub) on depth 6 completed in 0.86 ms.
Analysis of pdb (Stub) on depth 6 completed in 0.24 ms.
Analysis of webbrowser (Stub) on depth 8 completed in 2.86 ms.
Analysis of email.policy (Stub) on depth 9 completed in 1.35 ms.
Analysis of base64 (Stub) on depth 9 completed in 0.56 ms.
Analysis of uu (Stub) on depth 9 completed in 0.35 ms.
Analysis of code (Stub) on depth 7 completed in 0.66 ms.
Analysis of glob (Stub) on depth 7 completed in 0.23 ms.
Analysis of argparse (Stub) on depth 5 completed in 7.28 ms.
Analysis of readline (Stub) on depth 7 completed in 0.74 ms.
Analysis of importlib (Stub) on depth 5 completed in 0.49 ms.
Analysis of pkgutil (Stub) on depth 8 completed in 1.02 ms.
Analysis of mimetypes (Stub) on depth 9 completed in 3.85 ms.
Analysis of errno (Stub) on depth 5 completed in 4.99 ms.
Analysis of pyexpat.errors (Stub) on depth 11 completed in 0.18 ms.
Analysis of warnings (Stub) on depth 4 completed in 0.68 ms.
Analysis of shlex (Stub) on depth 7 completed in 1.06 ms.
Analysis of zipimport (Stub) on depth 9 completed in 0.44 ms.
Analysis of _compression (Stub) on depth 6 completed in 0.43 ms.
Analysis of platform (Stub) on depth 8 completed in 2.29 ms.
Analysis of _weakref (CompiledBuiltin) on depth 4 completed for library in 0.17 ms.
Analysis of weakref (Stub) on depth 5 completed in 2.13 ms.
Analysis of optparse (Stub) on depth 10 completed in 6.44 ms.
Analysis of codeop (Stub) on depth 8 completed in 0.54 ms.
Analysis of encodings (Stub) on depth 6 completed in 4.4 ms.
Analysis of collections (Stub) on depth 4 completed in 12.28 ms.
Analysis of datetime (Stub) on depth 9 completed in 3.41 ms.
Analysis of logging (Stub) on depth 7 completed in 6.06 ms.
Analysis of __future__ (Library) on depth 4 completed for library in 1.84 ms.
Analysis of re (Stub) on depth 5 completed in 1.32 ms.
Analysis of socket (Stub) on depth 7 completed in 6.52 ms.
Analysis of locale (Library) on depth 6 completed in 20.62 ms.
Analysis of signal (Stub) on depth 6 completed in 3.54 ms.
Analysis of plistlib (Stub) on depth 9 completed in 0.67 ms.
Analysis of math (Compiled) on depth 3 completed for library in 3.19 ms.
Analysis of time (CompiledBuiltin) on depth 4 completed for library in 1.67 ms.
Analysis of http (Stub) on depth 8 completed in 4.19 ms.
Analysis of stat (Library) on depth 4 completed for library in 8.72 ms.
Analysis of _operator (Stub) on depth 6 completed in 0.23 ms.
Analysis of _codecs (CompiledBuiltin) on depth 5 completed for library in 0.54 ms.
Analysis of reprlib (Stub) on depth 5 completed in 0.51 ms.
Analysis of dis (Stub) on depth 5 completed in 0.81 ms.
Analysis of opcode (Library) on depth 5 completed for library in 0.61 ms.
Analysis of zlib (Compiled) on depth 4 completed for library in 4.26 ms.
Analysis of select (Compiled) on depth 5 completed for library in 7.78 ms.
Analysis of struct (Stub) on depth 4 completed in 1.06 ms.
Analysis of ast (Stub) on depth 5 completed in 1.07 ms.
Analysis of _ast (CompiledBuiltin) on depth 5 completed for library in 65.58 ms.
Analysis of tokenize (Stub) on depth 5 completed in 6.92 ms.
Analysis of email.message (Stub) on depth 8 completed in 3.38 ms.
Analysis of readline (Compiled) on depth 6 completed for library in 0.41 ms.
Analysis of importlib.machinery (Stub) on depth 5 completed in 2.22 ms.
Analysis of importlib.util (Stub) on depth 5 completed in 1.49 ms.
Analysis of pyexpat (Stub) on depth 11 completed in 1.17 ms.
Analysis of errno (CompiledBuiltin) on depth 4 completed for library in 7.98 ms.
Analysis of zipimport (CompiledBuiltin) on depth 8 completed for library in 0.99 ms.
Analysis of gzip (Stub) on depth 5 completed in 0.79 ms.
Analysis of _weakrefset (Library) on depth 5 completed for library in 2.05 ms.
Analysis of _threading_local (Stub) on depth 6 completed in 0.38 ms.
Analysis of collections.abc (Stub) on depth 4 completed in 0.53 ms.
Analysis of email.utils (Stub) on depth 9 completed in 0.64 ms.
Analysis of calendar (Stub) on depth 11 completed in 5.99 ms.
Analysis of random (Stub) on depth 5 completed in 2.13 ms.
Analysis of _random (Compiled) on depth 5 completed for library in 0.55 ms.
Analysis of binascii (Compiled) on depth 4 completed for library in 1.31 ms.
Analysis of unittest (Stub) on depth 6 completed in 10.84 ms.
Analysis of ssl (Stub) on depth 10 completed in 3.62 ms.
Analysis of _strptime (Library) on depth 9 completed in 6.18 ms.
Analysis of reprlib (Library) on depth 4 completed for library in 1.98 ms.
Analysis of struct (Library) on depth 3 completed in 0.23 ms.
Analysis of email.contentmanager (Stub) on depth 9 completed in 0.27 ms.
Analysis of importlib (Stub) on depth 5 completed in 0.45 ms.
Analysis of xml.parsers.expat (Stub) on depth 10 completed in 0.89 ms.
Analysis of pyexpat (Compiled) on depth 10 completed for library in 1.05 ms.
Analysis of _py_abc (Library) on depth 5 completed for library in 2.47 ms.
Analysis of collections (Stub) on depth 4 completed in 7.68 ms.
Analysis of doctest (Stub) on depth 5 completed in 2.07 ms.
Analysis of codeop (Library) on depth 7 completed for library in 0.83 ms.
Analysis of selectors (Stub) on depth 6 completed in 1.73 ms.
Analysis of datetime (Library) on depth 8 completed in 26.7 ms.
Analysis of socketserver (Stub) on depth 9 completed in 3.2 ms.
Analysis of _struct (Compiled) on depth 4 completed for library in 0.27 ms.
Analysis of importlib.machinery (Stub) on depth 5 completed in 1.59 ms.
Analysis of _datetime (Compiled) on depth 9 completed in 0.1 ms.
Analysis of email.policy (Stub) on depth 9 completed in 1.1 ms.
Analysis of struct (Library) on depth 3 completed for library in 0.36 ms.
Analysis of importlib.util (Stub) on depth 5 completed in 0.77 ms.
Analysis of _imp (Stub) on depth 6 completed in 0.43 ms.
Analysis of _imp (CompiledBuiltin) on depth 5 completed for library in 0.25 ms.
Analysis of abc (Library) on depth 4 completed for library in 1.62 ms.
Analysis of numbers (Library) on depth 5 completed for library in 7.01 ms.
Analysis of io (Library) on depth 3 completed in 4.59 ms.
Analysis of _io (CompiledBuiltin) on depth 4 completed for library in 3.8 ms.
Analysis of io (Library) on depth 3 completed for library in 5.76 ms.
Analysis of plistlib (Library) on depth 8 completed in 6.48 ms.
Analysis of platform (Library) on depth 7 completed in 8.32 ms.
Analysis of email.message (Stub) on depth 8 completed in 1.42 ms.
Analysis of sre_constants (Library) on depth 5 completed for library in 1.85 ms.
Analysis of _compression (Library) on depth 5 completed for library in 1.2 ms.
Analysis of pydoc (Library) on depth 6 completed in 28.49 ms.
Analysis of email.generator (Stub) on depth 9 completed in 1.95 ms.
Analysis of email.feedparser (Stub) on depth 10 completed in 2.14 ms.
Analysis of email (Stub) on depth 8 completed in 1.75 ms.
Analysis of email.encoders (Stub) on depth 10 completed in 0.11 ms.
Analysis of email.iterators (Stub) on depth 9 completed in 0.21 ms.
Analysis of email.headerregistry (Stub) on depth 10 completed in 3.25 ms.
Analysis of http.server (Stub) on depth 8 completed in 2.47 ms.
Analysis of email.parser (Stub) on depth 9 completed in 0.69 ms.
Analysis of http.client (Stub) on depth 9 completed in 2 ms.
Analysis of pdb (Library) on depth 5 completed in 14.17 ms.
Analysis of doctest (Library) on depth 4 completed in 11.66 ms.
Analysis of heapq (Library) on depth 4 completed in 2.23 ms.
Analysis of pickle (Library) on depth 3 completed in 17.08 ms.
Analysis of tracemalloc (Library) on depth 4 completed in 5.04 ms.
Analysis of warnings (Library) on depth 3 completed in 4.78 ms.
Analysis of logging (Library) on depth 6 completed in 14.91 ms.
Analysis of importlib.abc (Library) on depth 5 completed in 5.65 ms.
Analysis of gettext (Library) on depth 5 completed in 6.04 ms.
Analysis of base64 (Library) on depth 8 completed in 8.8 ms.
Analysis of sre_parse (Library) on depth 5 completed in 14.59 ms.
Analysis of hashlib (Library) on depth 5 completed in 2.36 ms.
Analysis of pkgutil (Library) on depth 7 completed in 14.05 ms.
Analysis of ssl (Library) on depth 9 completed in 13.23 ms.
Analysis of unittest.case (Library) on depth 6 completed in 15.06 ms.
Analysis of getopt (Library) on depth 6 completed in 3.38 ms.
Analysis of importlib.util (Library) on depth 4 completed in 4.2 ms.
Analysis of optparse (Library) on depth 9 completed in 9.17 ms.
Analysis of email.encoders (Library) on depth 9 completed in 0.2 ms.
Analysis of email.base64mime (Library) on depth 9 completed in 1.34 ms.
Analysis of random (Library) on depth 4 completed in 3.13 ms.
Analysis of argparse (Library) on depth 4 completed in 16.82 ms.
Analysis of runpy (Library) on depth 6 completed in 4.22 ms.
Analysis of unittest.loader (Library) on depth 6 completed in 9.09 ms.
Analysis of sre_compile (Library) on depth 5 completed in 13.51 ms.
Analysis of py_compile (Library) on depth 4 completed in 1.3 ms.
Analysis of quopri (Library) on depth 8 completed in 3.03 ms.
Analysis of mimetypes (Library) on depth 8 completed in 3.77 ms.
Analysis of uu (Library) on depth 8 completed in 3.68 ms.
Analysis of tempfile (Library) on depth 3 completed in 6.2 ms.
Analysis of code (Library) on depth 6 completed in 0.65 ms.
Analysis of email.generator (Library) on depth 8 completed in 6.26 ms.
Analysis of dis (Library) on depth 4 completed in 8.03 ms.
Analysis of tokenize (Library) on depth 4 completed in 8.6 ms.
Analysis of calendar (Library) on depth 10 completed in 12.61 ms.
Analysis of unittest.main (Library) on depth 6 completed in 3.8 ms.
Analysis of re (Library) on depth 4 completed in 4.35 ms.
Analysis of webbrowser (Library) on depth 7 completed in 6.54 ms.
Analysis of linecache (Library) on depth 4 completed in 0.26 ms.
Analysis of email.message (Library) on depth 7 completed in 8.03 ms.
Analysis of importlib._bootstrap_external (Library) on depth 5 completed in 11.39 ms.
Analysis of keyword (Library) on depth 4 completed in 1.4 ms.
Analysis of unittest (Library) on depth 5 completed in 2.43 ms.
Analysis of zipfile (Library) on depth 3 completed in 23.45 ms.
Analysis of email._parseaddr (Library) on depth 9 completed in 7.4 ms.
Analysis of difflib (Library) on depth 3 completed in 11.52 ms.
Analysis of textwrap (Library) on depth 5 completed in 3.09 ms.
Analysis of string (Library) on depth 5 completed in 6.48 ms.
Analysis of urllib.parse (Library) on depth 4 completed in 12.48 ms.
Analysis of pprint (Library) on depth 4 completed in 12.59 ms.
Analysis of token (Library) on depth 4 completed in 13.04 ms.
Analysis of email.quoprimime (Library) on depth 9 completed in 2.67 ms.
Analysis of html (Library) on depth 8 completed in 0.69 ms.
Analysis of importlib (Library) on depth 4 completed in 1.74 ms.
Analysis of traceback (Library) on depth 4 completed in 4.51 ms.
Analysis of email.feedparser (Library) on depth 9 completed in 8.22 ms.
Analysis of importlib.machinery (Library) on depth 4 completed in 10.12 ms.
Analysis of collections (Library) on depth 3 completed in 28.57 ms.
Analysis of unittest.result (Library) on depth 6 completed in 3.72 ms.
Analysis of unittest.suite (Library) on depth 6 completed in 4.29 ms.
Analysis of shutil (Library) on depth 3 completed in 14.86 ms.
Analysis of unittest.runner (Library) on depth 6 completed in 6.82 ms.
Analysis of cmd (Library) on depth 6 completed in 3.72 ms.
Analysis of threading (Library) on depth 4 completed in 5.68 ms.
Analysis of socketserver (Library) on depth 8 completed in 19.18 ms.
Analysis of email.parser (Library) on depth 8 completed in 0.99 ms.
Analysis of functools (Library) on depth 4 completed in 19.65 ms.
Analysis of contextlib (Library) on depth 3 completed in 10.67 ms.
Analysis of inspect (Library) on depth 3 completed in 30.27 ms.
Analysis of _collections (CompiledBuiltin) on depth 4 completed in 3.99 ms.
Analysis of selectors (Library) on depth 5 completed in 8.86 ms.
Analysis of enum (Library) on depth 4 completed in 12.62 ms.
Analysis of subprocess (Library) on depth 4 completed in 22.64 ms.
Analysis of email (Library) on depth 7 completed in 0.38 ms.
Analysis of tarfile (Library) on depth 3 completed in 29.78 ms.
Analysis of _threading_local (Library) on depth 5 completed in 1.93 ms.
Analysis of http.client (Library) on depth 8 completed in 18.77 ms.
Analysis of _functools (CompiledBuiltin) on depth 5 completed in 0.09 ms.
Analysis of bz2 (Library) on depth 4 completed in 1.09 ms.
Analysis of operator (Library) on depth 4 completed in 6.68 ms.
Analysis of bdb (Library) on depth 6 completed in 7.74 ms.
Analysis of types (Library) on depth 4 completed in 1.46 ms.
Analysis of http (Library) on depth 7 completed in 0.79 ms.
Analysis of email.charset (Library) on depth 8 completed in 0.51 ms.
Analysis of email._encoded_words (Library) on depth 8 completed in 3.76 ms.
Analysis of email.contentmanager (Library) on depth 9 completed in 3.91 ms.
Analysis of ast (Library) on depth 4 completed in 20.35 ms.
Analysis of signal (Library) on depth 5 completed in 0.57 ms.
Analysis of os (Library) on depth 3 completed in 14.28 ms.
Analysis of email._header_value_parser (Library) on depth 10 completed in 26.96 ms.
Analysis of email.header (Library) on depth 9 completed in 2.01 ms.
Analysis of sys (CompiledBuiltin) on depth 3 completed in 8.37 ms.
Analysis of email.utils (Library) on depth 8 completed in 0.96 ms.
Analysis of _signal (CompiledBuiltin) on depth 6 completed in 0.22 ms.
Analysis of unittest.signals (Library) on depth 6 completed in 0.34 ms.
Analysis of http.server (Library) on depth 7 completed in 12.99 ms.
Analysis of _operator (CompiledBuiltin) on depth 5 completed in 0.61 ms.
Analysis of posix (CompiledBuiltin) on depth 4 completed in 8.05 ms.
Analysis of copy (Library) on depth 4 completed in 1.84 ms.
Analysis of genericpath (Library) on depth 5 completed in 4.97 ms.
Analysis of lzma (Library) on depth 4 completed in 5.66 ms.
Analysis of glob (Library) on depth 6 completed in 0.93 ms.
Analysis of shlex (Library) on depth 6 completed in 1.5 ms.
Analysis of gzip (Library) on depth 4 completed in 6.91 ms.
Analysis of unittest.util (Library) on depth 7 completed in 6.76 ms.
Analysis of email._policybase (Library) on depth 8 completed in 5.79 ms.
Analysis of email.headerregistry (Library) on depth 9 completed in 7.69 ms.
Analysis of _collections_abc (Library) on depth 4 completed in 14.15 ms.
Analysis of email.iterators (Library) on depth 8 completed in 0.31 ms.
Analysis of xml.parsers.expat (Library) on depth 9 completed in 1.11 ms.
Analysis of codecs (Library) on depth 4 completed in 7.84 ms.
Analysis of socket (Library) on depth 8 completed in 32.1 ms.
Analysis of weakref (Library) on depth 4 completed in 12.9 ms.
Analysis of email.policy (Library) on depth 8 completed in 3 ms.
Analysis of posixpath (Library) on depth 4 completed in 4.27 ms.
Analysis of ntpath (Library) on depth 4 completed in 4.76 ms.
Analysis of collections.abc (Library) on depth 3 completed in 6.6 ms.
Analysis of encodings.mbcs (Library) on depth 6 completed in 0.44 ms.
Analysis of fnmatch (Library) on depth 4 completed in 0.53 ms.
Analysis of encodings (Library) on depth 5 completed in 0.76 ms.
Analysis of _locale (CompiledBuiltin) on depth 5 completed for library in 0.28 ms.
Analysis of _bootlocale (Library) on depth 7 completed for library in 0.29 ms.
Analysis of locale (Library) on depth 6 completed for library in 12.89 ms.
Analysis of _strptime (Library) on depth 9 completed for library in 3.43 ms.
Analysis of datetime (Library) on depth 8 completed for library in 9.09 ms.
Analysis of _datetime (Compiled) on depth 9 completed for library in 0.13 ms.
Analysis of plistlib (Library) on depth 8 completed for library in 5.98 ms.
Analysis of platform (Library) on depth 7 completed for library in 4.6 ms.
Analysis of pydoc (Library) on depth 6 completed for library in 25.2 ms.
Analysis of pdb (Library) on depth 5 completed for library in 13.77 ms.
Analysis of doctest (Library) on depth 4 completed for library in 16.13 ms.
Analysis of heapq (Library) on depth 4 completed for library in 1.09 ms.
Analysis of pickle (Library) on depth 3 completed for library in 18.63 ms.
Analysis of tracemalloc (Library) on depth 4 completed for library in 7.1 ms.
Analysis of logging (Library) on depth 6 completed for library in 14.18 ms.
Analysis of warnings (Library) on depth 3 completed for library in 7.12 ms.
Analysis of hashlib (Library) on depth 5 completed for library in 2.34 ms.
Analysis of gettext (Library) on depth 5 completed for library in 6.5 ms.
Analysis of importlib.abc (Library) on depth 5 completed for library in 6.09 ms.
Analysis of sre_parse (Library) on depth 5 completed for library in 13.21 ms.
Analysis of pkgutil (Library) on depth 7 completed for library in 10.14 ms.
Analysis of base64 (Library) on depth 8 completed for library in 4.7 ms.
Analysis of unittest.case (Library) on depth 6 completed for library in 21.79 ms.
Analysis of random (Library) on depth 4 completed for library in 4.6 ms.
Analysis of getopt (Library) on depth 6 completed for library in 1.74 ms.
Analysis of optparse (Library) on depth 9 completed for library in 13.54 ms.
Analysis of ssl (Library) on depth 9 completed for library in 20.23 ms.
Analysis of importlib.util (Library) on depth 4 completed for library in 6.58 ms.
Analysis of argparse (Library) on depth 4 completed for library in 20.71 ms.
Analysis of sre_compile (Library) on depth 5 completed for library in 14.08 ms.
Analysis of runpy (Library) on depth 6 completed for library in 1.73 ms.
Analysis of email.base64mime (Library) on depth 9 completed for library in 1.09 ms.
Analysis of email.encoders (Library) on depth 9 completed for library in 0.48 ms.
Analysis of unittest.loader (Library) on depth 6 completed for library in 6.46 ms.
Analysis of mimetypes (Library) on depth 8 completed for library in 2.54 ms.
Analysis of uu (Library) on depth 8 completed for library in 1.34 ms.
Analysis of tempfile (Library) on depth 3 completed for library in 4.5 ms.
Analysis of py_compile (Library) on depth 4 completed for library in 3.85 ms.
Analysis of email.generator (Library) on depth 8 completed for library in 5.5 ms.
Analysis of quopri (Library) on depth 8 completed for library in 1.18 ms.
Analysis of dis (Library) on depth 4 completed for library in 3.43 ms.
Analysis of tokenize (Library) on depth 4 completed for library in 9.38 ms.
Analysis of code (Library) on depth 6 completed for library in 0.84 ms.
Analysis of unittest.main (Library) on depth 6 completed for library in 4.52 ms.
Analysis of calendar (Library) on depth 10 completed for library in 6.94 ms.
Analysis of re (Library) on depth 4 completed for library in 2.02 ms.
Analysis of webbrowser (Library) on depth 7 completed for library in 6.91 ms.
Analysis of zipfile (Library) on depth 3 completed for library in 17.79 ms.
Analysis of unittest (Library) on depth 5 completed for library in 3.14 ms.
Analysis of email.message (Library) on depth 7 completed for library in 8.78 ms.
Analysis of email._parseaddr (Library) on depth 9 completed for library in 5.91 ms.
Analysis of linecache (Library) on depth 4 completed for library in 0.28 ms.
Analysis of difflib (Library) on depth 3 completed for library in 12.29 ms.
Analysis of importlib._bootstrap_external (Library) on depth 5 completed for library in 12.56 ms.
Analysis of keyword (Library) on depth 4 completed for library in 0.98 ms.
Analysis of pprint (Library) on depth 4 completed for library in 8.6 ms.
Analysis of urllib.parse (Library) on depth 4 completed for library in 8.18 ms.
Analysis of string (Library) on depth 5 completed for library in 3.66 ms.
Analysis of html (Library) on depth 8 completed for library in 0.45 ms.
Analysis of token (Library) on depth 4 completed for library in 7.53 ms.
Analysis of textwrap (Library) on depth 5 completed for library in 1.73 ms.
Analysis of shutil (Library) on depth 3 completed for library in 7.35 ms.
Analysis of email.quoprimime (Library) on depth 9 completed for library in 2.45 ms.
Analysis of unittest.runner (Library) on depth 6 completed for library in 4.05 ms.
Analysis of unittest.result (Library) on depth 6 completed for library in 2.53 ms.
Analysis of unittest.suite (Library) on depth 6 completed for library in 3.79 ms.
Analysis of traceback (Library) on depth 4 completed for library in 4.63 ms.
Analysis of email.feedparser (Library) on depth 9 completed for library in 6.4 ms.
Analysis of importlib (Library) on depth 4 completed for library in 0.64 ms.
Analysis of importlib.machinery (Library) on depth 4 completed for library in 4.16 ms.
Analysis of collections (Library) on depth 3 completed for library in 17.42 ms.
Analysis of cmd (Library) on depth 6 completed for library in 0.42 ms.
Analysis of socketserver (Library) on depth 8 completed for library in 10.8 ms.
Analysis of tarfile (Library) on depth 3 completed for library in 22.76 ms.
Analysis of threading (Library) on depth 4 completed for library in 5.9 ms.
Analysis of email.parser (Library) on depth 8 completed for library in 0.82 ms.
Analysis of inspect (Library) on depth 3 completed for library in 23.81 ms.
Analysis of contextlib (Library) on depth 3 completed for library in 4.52 ms.
Analysis of selectors (Library) on depth 5 completed for library in 8.12 ms.
Analysis of _threading_local (Library) on depth 5 completed for library in 0.89 ms.
Analysis of subprocess (Library) on depth 4 completed for library in 13.93 ms.
Analysis of bz2 (Library) on depth 4 completed for library in 2.15 ms.
Analysis of email (Library) on depth 7 completed for library in 0.37 ms.
Analysis of _collections (CompiledBuiltin) on depth 4 completed for library in 1.11 ms.
Analysis of http.client (Library) on depth 8 completed for library in 18.91 ms.
Analysis of enum (Library) on depth 4 completed for library in 19.33 ms.
Analysis of functools (Library) on depth 4 completed for library in 19.75 ms.
Analysis of bdb (Library) on depth 6 completed for library in 20.36 ms.
Analysis of email.charset (Library) on depth 8 completed for library in 0.91 ms.
Analysis of ast (Library) on depth 4 completed for library in 30.82 ms.
Analysis of email._encoded_words (Library) on depth 8 completed for library in 4.51 ms.
Analysis of email.contentmanager (Library) on depth 9 completed for library in 7.32 ms.
Analysis of os (Library) on depth 3 completed for library in 23.38 ms.
Analysis of email.header (Library) on depth 9 completed for library in 6.1 ms.
Analysis of http.server (Library) on depth 7 completed for library in 31.65 ms.
Analysis of http (Library) on depth 7 completed for library in 1.93 ms.
Analysis of email._header_value_parser (Library) on depth 10 completed for library in 34.96 ms.
Analysis of operator (Library) on depth 4 completed for library in 21.03 ms.
Analysis of _functools (CompiledBuiltin) on depth 5 completed for library in 0.14 ms.
Analysis of signal (Library) on depth 5 completed for library in 23.66 ms.
Analysis of types (Library) on depth 4 completed for library in 3.04 ms.
Analysis of email.utils (Library) on depth 8 completed for library in 4.66 ms.
Analysis of lzma (Library) on depth 4 completed for library in 7.54 ms.
Analysis of glob (Library) on depth 6 completed for library in 0.93 ms.
Analysis of gzip (Library) on depth 4 completed for library in 6.3 ms.
Analysis of shlex (Library) on depth 6 completed for library in 6.1 ms.
Analysis of genericpath (Library) on depth 5 completed for library in 4.32 ms.
Analysis of posix (CompiledBuiltin) on depth 4 completed for library in 18.47 ms.
Analysis of unittest.util (Library) on depth 7 completed for library in 6.69 ms.
Analysis of email._policybase (Library) on depth 8 completed for library in 3.79 ms.
Analysis of email.headerregistry (Library) on depth 9 completed for library in 6.91 ms.
Analysis of _operator (CompiledBuiltin) on depth 5 completed for library in 11.02 ms.
Analysis of _signal (CompiledBuiltin) on depth 6 completed for library in 0.45 ms.
Analysis of unittest.signals (Library) on depth 6 completed for library in 3.17 ms.
Analysis of copy (Library) on depth 4 completed for library in 5.45 ms.
Analysis of posixpath (Library) on depth 4 completed for library in 6.11 ms.
Analysis of ntpath (Library) on depth 4 completed for library in 5.58 ms.
Analysis of email.policy (Library) on depth 8 completed for library in 5.27 ms.
Analysis of fnmatch (Library) on depth 4 completed for library in 0.46 ms.
Analysis of sys (CompiledBuiltin) on depth 3 completed for library in 13.66 ms.
Analysis of socket (Library) on depth 8 completed for library in 37.64 ms.
Analysis of weakref (Library) on depth 4 completed for library in 7.83 ms.
Analysis of xml.parsers.expat (Library) on depth 9 completed for library in 2.39 ms.
Analysis of email.iterators (Library) on depth 8 completed for library in 0.25 ms.
Analysis of codecs (Library) on depth 4 completed for library in 4.28 ms.
Analysis of encodings.mbcs (Library) on depth 6 completed for library in 0.26 ms.
Analysis of encodings (Library) on depth 5 completed for library in 0.5 ms.
Analysis of _collections_abc (Library) on depth 4 completed for library in 12.24 ms.
Analysis of collections.abc (Library) on depth 3 completed for library in 6.76 ms.
Analysis of torch.nn._reduction (Library) on depth 4 completed for library in 0.16 ms.
Analysis of torch.utils.hooks (Library) on depth 5 completed for library in 0.87 ms.
Analysis of queue (Library) on depth 3 completed for library in 2.71 ms.
Analysis of torch._six (Library) on depth 2 completed for library in 1.1 ms.
Analysis of torch.nn.modules.utils (Library) on depth 4 completed for library in 0.24 ms.
Analysis of torch.optim.lr_scheduler (Library) on depth 3 completed in 2.97 ms.
Analysis of torch.optim (Stub) on depth 2 completed in 0.03 ms.
Analysis of pathlib (Library) on depth 3 completed for library in 17.89 ms.
Analysis of ctypes._endian (Library) on depth 4 completed in 0.51 ms.
Analysis of ctypes (Library) on depth 3 completed in 10.39 ms.
Analysis of ctypes._endian (Library) on depth 4 completed for library in 0.78 ms.
Analysis of ctypes (Library) on depth 3 completed for library in 14 ms.
Analysis of torch (Stub) on depth 1 completed in 119.75 ms.
Analysis of torch._tensor_str (Library) on depth 2 completed in 4.85 ms.
Analysis of torch.autograd (Stub) on depth 2 completed in 0.51 ms.
Analysis of torch.cuda (Stub) on depth 2 completed in 0.59 ms.
Analysis of torch._C (Compiled) on depth 3 completed in 115.69 ms.
Analysis of torch.nn.parameter (Stub) on depth 3 completed in 0.07 ms.
Analysis of torch.optim.optimizer (Stub) on depth 4 completed in 0.27 ms.
Analysis of torch.nn.common_types (Stub) on depth 5 completed in 0.26 ms.
Analysis of torch.nn.init (Library) on depth 3 completed in 3.53 ms.
Analysis of torch.nn.utils.convert_parameters (Library) on depth 4 completed in 0.31 ms.
Analysis of torch.nn.utils.clip_grad (Library) on depth 4 completed in 0.73 ms.
Analysis of torch.nn.utils.fusion (Library) on depth 4 completed in 0.51 ms.
Analysis of torch.nn.utils.weight_norm (Library) on depth 4 completed in 0.97 ms.
Analysis of torch.nn._VF (Library) on depth 4 completed in 0.34 ms.
Analysis of torch._utils (Library) on depth 3 completed in 7.35 ms.
Analysis of torch.backends.cudnn (Library) on depth 5 completed in 4.37 ms.
Analysis of torch.backends.cudnn.rnn (Library) on depth 5 completed in 0.57 ms.
Analysis of torch._jit_internal (Library) on depth 4 completed in 8.27 ms.
Analysis of torch.nn.grad (Library) on depth 4 completed in 9.95 ms.
Analysis of torch.utils.throughput_benchmark (Library) on depth 8 completed in 2.08 ms.
Analysis of torch.cuda._utils (Library) on depth 5 completed in 0.2 ms.
Analysis of torch.cuda.nccl (Library) on depth 7 completed in 0.35 ms.
Analysis of torch.nn.parallel.common_types (Stub) on depth 5 completed in 0.09 ms.
Analysis of torch.random (Library) on depth 2 completed in 1.01 ms.
Analysis of torch.optim.adam (Stub) on depth 3 completed in 0.16 ms.
Analysis of torch.optim.sgd (Stub) on depth 4 completed in 0.1 ms.
Analysis of torch.nn._functions.vision (Library) on depth 4 completed in 0.39 ms.
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MikhailArkhipov · 2019-09-30T00:50:47Z

stock 3.7

pip3 install torch===1.2.0 torchvision===0.4.0 -f https://download.pytorch.org/whl/torch_stable.html

per instructions @ pytorch

malmaud · 2019-10-14T21:54:12Z

Hmm, still not working for me

...

This is using 0.4.69.0 of the language server, 1.3 of PyTorch., with these settings:

{
    "python.analysis.cachingLevel": "None",
    "python.jediEnabled": false,
    "python.analysis.downloadChannel": "daily",
    "python.analysis.logLevel": "Trace",
}

on OS X with Python 3.7 on Anacadona

MikhailArkhipov · 2019-10-14T22:23:03Z

Might be randomness of #1414

vict0rsch · 2020-02-06T16:10:34Z

Can this be reopened? It's not fixed by #1565 unlike what's marked here

vict0rsch · 2020-02-22T18:48:11Z

@MikhailArkhipov ?

malmaud changed the title ~~Autocomplete incorrect for pytorch master~~ Autocomplete incomplete for pytorch master Jul 9, 2019

malmaud mentioned this issue Aug 14, 2019

Visual Studio Code not providing autosuggestions for submodules pytorch/pytorch#24353

Open

MikhailArkhipov self-assigned this Sep 18, 2019

MikhailArkhipov added bug Something isn't working feature: analysis feature: intellisense labels Sep 18, 2019

MikhailArkhipov mentioned this issue Sep 18, 2019

Autocomplete doesn't list pandas.testing #1395

Closed

MikhailArkhipov added this to the September 2019.2 milestone Sep 18, 2019

MikhailArkhipov mentioned this issue Sep 18, 2019

Implement declaration of submodules in module members #1565

Merged

MikhailArkhipov modified the milestones: September 2019.2, September 2019.1 Sep 18, 2019

jakebailey changed the title ~~Autocomplete incomplete for pytorch master~~ torch.nn missing from torch module and from torch import completions Sep 19, 2019

MikhailArkhipov modified the milestones: September 2019.1, September 2019.2 Sep 19, 2019

MikhailArkhipov mentioned this issue Sep 19, 2019

Intellisense doesnt work for all Pytorch methods #1098

Closed

gramster added the package: pytorch Issues specific to PyTorch label Sep 21, 2019

MikhailArkhipov closed this as completed in #1565 Sep 26, 2019

Salzy mentioned this issue Nov 16, 2019

IntelliSense not working for torch.nn #1799

Open

jakebailey mentioned this issue Oct 14, 2020

Autocomplete issues in PyTorch (torch.nn, others) microsoft/pylance-release#484

Closed

torch.nn missing from torch module and from torch import completions #1301

torch.nn missing from torch module and from torch import completions #1301

Comments

malmaud commented Jul 9, 2019

caidwang commented Aug 13, 2019

Uh oh!

malmaud commented Aug 13, 2019

Uh oh!

jakebailey commented Aug 13, 2019

Uh oh!

malmaud commented Aug 13, 2019

Uh oh!

jakebailey commented Aug 13, 2019

Uh oh!

malmaud commented Aug 13, 2019

Uh oh!

MikhailArkhipov commented Sep 18, 2019 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

malmaud commented Sep 19, 2019

Uh oh!

jakebailey commented Sep 19, 2019

Uh oh!

jakebailey commented Sep 19, 2019

Uh oh!

malmaud commented Sep 19, 2019

Uh oh!

MikhailArkhipov commented Sep 19, 2019

Uh oh!

jakebailey commented Sep 19, 2019 • edited Loading Uh oh! There was an error while loading. Please reload this page.

Uh oh!

Uh oh!

MikhailArkhipov commented Sep 26, 2019

Uh oh!

malmaud commented Sep 29, 2019

Uh oh!

MikhailArkhipov commented Sep 29, 2019

Uh oh!

malmaud commented Sep 30, 2019

Uh oh!

MikhailArkhipov commented Sep 30, 2019

Uh oh!

malmaud commented Oct 14, 2019

Uh oh!

MikhailArkhipov commented Oct 14, 2019

Uh oh!

vict0rsch commented Feb 6, 2020

Uh oh!

vict0rsch commented Feb 22, 2020

Uh oh!

torch.nn missing from torch module and `from torch import` completions #1301

torch.nn missing from torch module and `from torch import` completions #1301

MikhailArkhipov commented Sep 18, 2019 •

edited

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jakebailey commented Sep 19, 2019 •

edited

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