IntelliSense not working for torch.nn

[Salzy]

Environment data

• Language Server version: 0.4.114.0
• OS and version: Debian 10
• Python version (& distribution if applicable, e.g. Anaconda): 3.7.3 (Miniconda - CondaForge)
• PyTorch version: 1.3.0 and 1.3.1

Expected behaviour

Auto-completion through IntelliSense when typing (i.e. torch.nn. ).

Actual behaviour

Auto-completion does not work for torch.nn. However, it works for other modules like torch.nn.functional.

I already tried to delete the language server directory and restarting VSCode. In addition, I already switched to beta, but nothing changed.

There are already closed related issues: Intellisense doesnt work for all Pytorch methods torch.nn missing from torch module and from torch import completions

Logs

Analysis of models.GAN.gan (User) queued. Dependencies: torch, torch.nn
Completions in file:///home/p***/Generative-models/models/GAN/gan.py at (19, 24)
Analysis version 4594 of 1 entries has started.
Analysis of models.GAN.gan (User) on depth 0 completed in 0.48 ms.
Analysis complete: 1 modules in 17.34 ms.
Analysis version 4594 of 1 entries has been completed in 0.66 ms.
IntelliCode identified 3 likely completion items.

Code Snippet / Additional lnformation

from torch import nn

class Net(nn.Module):
    def __init__(self):
        super(Net, self).__init__()
        self.model = nn.

[MikhailArkhipov]

From the log it looks like torch is still being analyzed and so far only partial data is known. Do you see

Analysis complete: 1152 modules in 16709.68 ms.
Analysis version 2024 of 1111 entries has been completed in 4644.41 ms.
Forcing full garbage collection and heap compaction.

in the Output? Any Analyzing, X items remaining in the status bar? Setting

  "python.analysis.logLevel": "Trace",

may help to see if analysis is still running.

[vict0rsch]

I have the same issue with torch.nn not being recognized but import torch.nn.functional as F suggesting the right info.

I made a gist with the output of the extension's output with logLevel: trace => https://gist.github.com/vict0rsch/99510e0e527cb3bef6dfad04265999c3

[Salzy]

"python.analysis.logLevel": "Trace" enabled gives me the following (in the attachments you will find the full trace):

Hover in file:///home/p/Generative-models/models/GAN/gan.py at (66, 21) Analysis of gan (User) queued. Dependencies: torch, torch.nn, torch.nn.functional, numpy Analysis version 1615 of 1 entries has started. Analysis of gan (User) on depth 0 completed in 9.51 ms. Analysis complete: 1 modules in 12.75 ms. Analysis version 1615 of 1 entries has been completed in 9.95 ms. Analysis of gan (User) queued. Dependencies: torch, torch.nn, torch.nn.functional, numpy Analysis version 1616 of 1 entries has started. Analysis of gan (User) on depth 0 completed in 4.3 ms. Analysis complete: 1 modules in 9.25 ms. Analysis version 1616 of 1 entries has been completed in 4.82 ms. Analysis of gan (User) queued. Dependencies: torch, torch.nn, torch.nn.functional, numpy Analysis version 1617 of 1 entries has started. Analysis of gan (User) on depth 0 completed in 5.56 ms. Analysis complete: 1 modules in 8.05 ms. Analysis version 1617 of 1 entries has been completed in 6.1 ms. Completions in file:///home/p/Generative-models/models/GAN/gan.py at (67, 9)

trace.txt

[vict0rsch]

@MikhailArkhipov any news on that?

[dasturge]

Having this issue as well!

[MikhailArkhipov]

Could you try latest in beta channel? So far I couldn't repro it.

"python.analysis.downloadChannel": "beta"

[dasturge]

@MikhailArkhipov As an update, I actually get autocomplete just fine in normal operation, it's while in a remote-ssh session that I don't have the autocomplete for torch.nn. my settings.json on the remote: { "python.condaPath": "~/anaconda3/bin/conda", "python.dataScience.allowUnauthorizedRemoteConnection": true, "python.dataScience.autoPreviewNotebooksInInteractivePane": true, "python.pythonPath": "/home/username/anaconda3/envs/torch/bin/python", "autoDocstring.docstringFormat": "sphinx", "python.analysis.downloadChannel": "beta" }

I put the beta download channel on both remote and local User settings for vscode, I don't know if remote-ssh actually looks at the remote config though.

[vict0rsch]

config looks unrecognized and issue not solved after reload of window ; that being said, is there anything else we could check in the analysis parameters? like caching level or else

I checked a clean folder: new virtual env, only one file with import torch=> same issue

FYI: trace gist

[MikhailArkhipov]

The setting is not 'public' it is mostly for development purposes so yes, it is normally appear grayed out. Might be a path watcher bug, PR https://github.com/microsoft/python-language-server/pull/1841 is up.

[MikhailArkhipov]

https://github.com/microsoft/python-language-server/pull/1841 is in 0.5.10+

[vict0rsch]

How can I check which version of the language server I'm running?

[jakebailey]

https://github.com/microsoft/python-language-server/wiki/Versioning-and-download-channels

[vict0rsch]

thanks ; I'll check now

[vict0rsch]

Still there. Issue not fixed. trace gist

[MikhailArkhipov]

Could you attach the log from output window please

[vict0rsch]

yes, it's the "trace gist" link above

[vict0rsch]

FYI, some packages can be imported. Suggestions from import torch. :

[vict0rsch]

This worked for an afternoon

FYI, I still had the issue with the latest version of everything (code, python extension, weekly insiders channel etc.). What fixed it for me is a good old on/off uninstalling and re-installing VSCode alltogether 1. save your configuration somewhere, from `~/Library/Application Support/Code/User` 1. `settings.json` 2. `keybindings.json` 3. `snippets/` folder 4. save your extension list: `code --list-extensions | xargs -L 1 echo code --install-extension` 2. uninstall vscode following these steps https://medium.com/@jimkang/complete-uninstall-remove-vscode-mac-5e48bef3bdec 3. download fresh version of VSCode, put your config back in place

And it's gone again...

[sachit-menon]

Is there a fix for this yet? I have the same issue, so wanted to bump it.

[vict0rsch]

@sachit-menon For now the only fix I found is to use Jedi and drop this language server altogether :(

(said issue persists with version 0.5.45.0 of PLS)

Code:

import torch
import torch.nn as nn

Failure:

Analysis:

[Info  - 5:49:45 PM] Analysis cache path: /Users/victor/Library/Caches/Microsoft/Python Language Server
[Info  - 5:49:45 PM] Microsoft Python Language Server version 0.5.45.0
[Info  - 5:49:45 PM] Workspace root: /Users/victor/Documents/ccai/github/MaskRefinement
[Info  - 5:49:45 PM] GetCurrentSearchPaths /Users/victor/.pyenv/versions/3.7.4/bin/python 
[Info  - 5:49:45 PM] Interpreter search paths:
[Info  - 5:49:45 PM]     /Users/victor/.pyenv/versions/3.7.4/lib/python3.7
[Info  - 5:49:45 PM]     /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload
[Info  - 5:49:45 PM]     /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages
[Info  - 5:49:45 PM] User search paths:
[Info  - 5:49:48 PM] Initializing for /Users/victor/.pyenv/versions/3.7.4/bin/python
[Info  - 5:49:48 PM] Analysis caching mode: None.
Opening document file:///Users/victor/Downloads/useless.py
Analysis of useless (User) queued. Dependencies: torch, torch.nn
Analysis version 1 of 1 entries has started.
Analysis of torch.nn (Stub) queued. Dependencies: torch.nn.modules, torch.nn.parameter, torch.nn.parallel, torch.nn.init, torch.nn.utils
Import:  torch.nn.init /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/init.py 
Import:  torch.nn.utils /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/utils/__init__.py 
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
Analysis of torch.nn.utils (Library) queued. Dependencies: torch.nn.utils.rnn, torch.nn.utils.clip_grad, torch.nn.utils.weight_norm, torch.nn.utils.convert_parameters, torch.nn.utils.spectral_norm, torch.nn.utils.fusion
Import:  torch._six /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/_six.py 
Import:  torch.random /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/random.py 
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
Analysis of torch.nn.parameter (Stub) queued. Dependencies: torch
Import:  torch._tensor_str /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/_tensor_str.py 
Analysis of useless (User) on depth 0 completed in 9.04 ms.
Import:  torch.functional /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/functional.py 
Import:  torch.serialization /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/serialization.py 
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Import:  torch.nn.utils.clip_grad /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/utils/clip_grad.py 
Import:  torch.nn.utils.weight_norm /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/utils/weight_norm.py 
Import:  torch.nn.utils.convert_parameters /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/utils/convert_parameters.py 
Import:  torch.nn.utils.spectral_norm /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/utils/spectral_norm.py 
Import:  torch.nn.utils.fusion /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/utils/fusion.py 
Analysis version 1 of 1 entries has been completed in 26.79 ms.
Import:  torch.nn.modules.activation /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/activation.py 
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Import:  torch.nn.modules.conv /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/conv.py 
Analysis version 4 of 3 entries has started.
Analysis of torch.nn.utils.fusion (Library) queued. Dependencies: __future__, copy, torch
Import:  torch.nn.modules.distance /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/distance.py 
Import:  torch.nn.modules.instancenorm /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/instancenorm.py 
Import:  torch.nn.modules.linear /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/linear.py 
Import:  torch.nn.modules.loss /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/loss.py 
Import:  torch.nn.modules.rnn /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/rnn.py 
Import:  torch.nn.modules.upsampling /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/upsampling.py 
Import:  __future__ /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/__future__.py 
Import:  copy /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/copy.py 
Analysis of torch.nn (Stub) on depth 1 completed in 1.97 ms.
Analysis of torch.nn.modules.upsampling (Library) queued. Dependencies: torch.nn.modules.upsampling, torch.nn.modules.module, torch.nn, torch.nn.functional
Import:  torch.nn.functional /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/functional.py 
Analysis of copy (Library) queued. Dependencies: copy (stub), types, weakref, copyreg
Import:  types /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/types.py 
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Import:  copyreg /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/copyreg.py 
Analysis of copyreg (Library) queued. Dependencies: 
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
Import:  warnings /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/warnings.py 
Create compiled (scraped):  math /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/math.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Create compiled (scraped):  torch._C /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/_C.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages 
Scrape /Users/victor/.pyenv/versions/3.7.4/bin/python -W ignore -B -E /Users/victor/.vscode/extensions/ms-python.python-2020.4.76186/languageServer.0.5.45/scrape_module.py -u8 torch._C /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages 
Analysis of weakref (Library) queued. Dependencies: weakref (stub), _weakref, _weakrefset, _collections_abc, sys, itertools, copy, atexit, gc
Analysis of torch (Stub) on depth 1 completed in 88.23 ms.
Writing cached module:  /Users/victor/Library/Caches/Microsoft/Python Language Server/stubs.v4/psyFVpikcfIi6afJyhYSS2guYKKJFaZglc5xMTD7SX4=/_C.cpython-37m-darwin.pyi 
Import:  torch.nn._reduction /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/_reduction.py 
Import:  torch.nn.modules.utils /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/utils.py 
Import:  torch.nn._functions /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/_functions/__init__.py 
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Analysis of torch._jit_internal (Library) queued. Dependencies: inspect, weakref, torch, torch._C, torch._six
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Import:  codecs /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/codecs.py 
Import:  encodings.mbcs /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/encodings/mbcs.py 
Analysis of encodings.mbcs (Library) queued. Dependencies: codecs
Analysis of functools (Library) queued. Dependencies: functools (stub), _functools, abc, collections, reprlib, _thread, types, weakref
Create built-in compiled (scraped) module:  _functools /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of _functools (CompiledBuiltin) queued. Dependencies: functools
Analysis of codecs (Library) queued. Dependencies: codecs (stub), sys, _codecs, encodings
Create built-in compiled (scraped) module:  _codecs /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of functools (Stub) queued. Dependencies: sys (stub)
Analysis of _codecs (CompiledBuiltin) queued. Dependencies: _codecs (stub)
Analysis of token (Library) queued. Dependencies: token (stub), re, sys
Analysis of _codecs (Stub) queued. Dependencies: sys (stub), codecs (stub)
Analysis of token (Stub) queued. Dependencies: sys (stub)
Analysis of encodings (Stub) queued. Dependencies: codecs (stub)
Analysis of locale (Stub) queued. Dependencies: decimal (stub), sys (stub)
Analysis of decimal (Stub) queued. Dependencies: 
Analysis of tokenize (Library) queued. Dependencies: tokenize (stub), codecs, collections, io, itertools, re, sys, token, argparse
Analysis of gettext (Stub) queued. Dependencies: 
Analysis of tokenize (Stub) queued. Dependencies: sys (stub), token (stub), os (stub)
Analysis of re (Library) queued. Dependencies: re (stub), enum, sre_compile, sre_parse, functools, _locale, copyreg, sre_constants
Analysis of heapq (Library) queued. Dependencies: heapq (stub), _heapq, doctest
Import:  sre_compile /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/sre_compile.py 
Import:  sre_parse /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/sre_parse.py 
Analysis of re (Stub) queued. Dependencies: sys (stub), enum (stub)
Import:  sre_constants /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/sre_constants.py 
Create compiled (scraped):  _heapq /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_heapq.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Import:  doctest /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/doctest.py 
Analysis of os (Library) queued. Dependencies: os (stub), abc, sys, stat, posix, posixpath, ntpath, warnings, _collections_abc, subprocess, io
Import:  stat /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/stat.py 
Create built-in compiled (scraped) module:  posix /Users/victor/.pyenv/versions/3.7.4/bin/python 
Import:  posixpath /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/posixpath.py 
Import:  ntpath /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/ntpath.py 
Import:  subprocess /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/subprocess.py 
Analysis of doctest (Library) queued. Dependencies: doctest (stub), __future__, difflib, inspect, linecache, os, pdb, re, sys, traceback, unittest, io, collections, argparse
Import:  difflib /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/difflib.py 
Import:  pdb /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/pdb.py 
Import:  traceback /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/traceback.py 
Import:  unittest /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/unittest/__init__.py 
Analysis of unittest (Library) queued. Dependencies: unittest (stub), unittest.result, unittest.case, unittest.suite, unittest.loader, unittest.main, unittest.runner, unittest.signals, os
Import:  unittest.result /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/unittest/result.py 
Import:  unittest.case /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/unittest/case.py 
Import:  unittest.suite /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/unittest/suite.py 
Import:  unittest.loader /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/unittest/loader.py 
Import:  unittest.main /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/unittest/main.py 
Import:  unittest.runner /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/unittest/runner.py 
Import:  unittest.signals /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/unittest/signals.py 
Analysis of unittest.signals (Library) queued. Dependencies: signal, weakref, functools
Import:  signal /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/signal.py 
Analysis of subprocess (Library) queued. Dependencies: subprocess (stub), sys, io, os, time, signal, warnings, errno, threading, _posixsubprocess, select, selectors
Analysis of signal (Library) queued. Dependencies: signal (stub), _signal, functools, enum
Create built-in compiled (scraped) module:  time /Users/victor/.pyenv/versions/3.7.4/bin/python 
Import:  threading /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/threading.py 
Analysis of subprocess (Stub) queued. Dependencies: sys (stub), types (stub)
Create compiled (scraped):  _posixsubprocess /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_posixsubprocess.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Create compiled (scraped):  select /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/select.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Import:  selectors /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/selectors.py 
Create built-in compiled (scraped) module:  _signal /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of _signal (CompiledBuiltin) queued. Dependencies: signal
Analysis of ntpath (Library) queued. Dependencies: ntpath (stub), os, sys, stat, genericpath, string
Import:  genericpath /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/genericpath.py 
Import:  string /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/string.py 
Analysis of selectors (Library) queued. Dependencies: selectors (stub), abc, collections, collections.abc, math, select, sys
Analysis of string (Library) queued. Dependencies: string (stub), _string, re, collections
Analysis of selectors (Stub) queued. Dependencies: abc (stub), socket (stub)
Create built-in compiled (scraped) module:  _string /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of string (Stub) queued. Dependencies: 
Analysis of genericpath (Library) queued. Dependencies: os, stat
Analysis of ntpath (Stub) queued. Dependencies: sys (stub)
Analysis of socket (Stub) queued. Dependencies: sys (stub), enum (stub)
Analysis of _string (CompiledBuiltin) queued. Dependencies: 
Analysis of posixpath (Library) queued. Dependencies: posixpath (stub), os, sys, stat, genericpath, pwd, re
Analysis of select (Compiled) queued. Dependencies: select (stub)
Create built-in compiled (scraped) module:  pwd /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of posixpath (Stub) queued. Dependencies: sys (stub)
Analysis of pwd (CompiledBuiltin) queued. Dependencies: pwd (stub)
Analysis of pwd (Stub) queued. Dependencies: 
Analysis of select (Stub) queued. Dependencies: sys (stub)
Analysis of _posixsubprocess (Compiled) queued. Dependencies: _posixsubprocess (stub)
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Analysis of posix (CompiledBuiltin) queued. Dependencies: posix (stub), os
Analysis of posix (Stub) queued. Dependencies: 
Analysis of stat (Library) queued. Dependencies: stat (stub), _stat
Create built-in compiled (scraped) module:  _stat /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of _stat (CompiledBuiltin) queued. Dependencies: _stat (stub)
Analysis of _stat (Stub) queued. Dependencies: 
Analysis of stat (Stub) queued. Dependencies: sys (stub)
Analysis of threading (Library) queued. Dependencies: threading (stub), os, sys, _thread, time, traceback, _weakrefset, itertools, _collections, collections, warnings, _threading_local
Import:  _threading_local /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/_threading_local.py 
Analysis of _threading_local (Library) queued. Dependencies: _threading_local (stub), weakref, contextlib, threading
Import:  contextlib /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/contextlib.py 
Analysis of contextlib (Library) queued. Dependencies: contextlib (stub), abc, sys, _collections_abc, collections, functools
Analysis of os (Stub) queued. Dependencies: io (stub), sys (stub), posix (stub), os.path (stub)
Analysis of contextlib (Stub) queued. Dependencies: types (stub), sys (stub)
Analysis of linecache (Library) queued. Dependencies: linecache (stub), functools, sys, os, tokenize
Analysis of linecache (Stub) queued. Dependencies: sys (stub)
Analysis of os.path (Stub) queued. Dependencies: posix (stub), sys (stub)
Analysis of importlib.machinery (Library) queued. Dependencies: importlib.machinery (stub), _imp, importlib._bootstrap, importlib._bootstrap_external
Analysis of _threading_local (Stub) queued. Dependencies: weakref (stub)
Create built-in compiled (scraped) module:  _imp /Users/victor/.pyenv/versions/3.7.4/bin/python 
Import:  importlib._bootstrap /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/importlib/_bootstrap.py 
Analysis of importlib.machinery (Stub) queued. Dependencies: importlib (stub), importlib.abc (stub), sys (stub), types (stub), _importlib_modulespec (stub)
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
Analysis version 4 has been completed in 542.13 ms with 2 entries analyzed and 1 entries skipped.
Analysis version 268 of 187 entries has started.
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Import:  importlib._bootstrap_external /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/importlib/_bootstrap_external.py 
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Import:  torch.nn.parallel.parallel_apply /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/parallel/parallel_apply.py 
Analysis of torch.nn.modules.module (Stub) queued. Dependencies: torch, torch.nn, collections, torch.utils.hooks
Import:  torch.nn.parallel.scatter_gather /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/parallel/scatter_gather.py 
Analysis of torch.nn.parallel.data_parallel (Stub) queued. Dependencies: torch.nn.parallel.common_types, torch.nn.modules, torch
Analysis of torch.nn.parallel.scatter_gather (Library) queued. Dependencies: torch.nn.parallel.scatter_gather, torch, torch.nn.parallel._functions
Import:  torch.utils.hooks /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/utils/hooks.py 
Import:  torch.nn.parallel._functions /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/parallel/_functions.py 
Analysis of torch.nn.modules.activation (Stub) queued. Dependencies: torch, torch.nn, torch.nn.modules.module
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/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/cuda/comm.py 
Import:  torch.cuda._utils /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/cuda/_utils.py 
Analysis of torch.cuda._utils (Library) queued. Dependencies: torch, torch._six
Analysis of torch.cuda.comm (Library) queued. Dependencies: torch, torch.cuda, torch.cuda.nccl, torch._utils
Import:  torch.cuda.nccl /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/cuda/nccl.py 
Import:  torch._utils /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/_utils.py 
Analysis of torch._utils (Library) queued. Dependencies: torch, warnings, collections, sys, traceback
Analysis of torch.cuda.nccl (Library) queued. Dependencies: warnings, torch, torch.cuda
Analysis of torch.nn.modules.activation (Library) queued. Dependencies: torch.nn.modules.activation, warnings, torch, torch.nn.modules, torch.nn.init, torch.nn.parameter, torch.nn.modules.module, torch.nn, torch.nn.functional
Analysis of torch.nn.parallel.common_types (Stub) queued. Dependencies: torch
Analysis of torch.nn.modules.adaptive (Stub) queued. Dependencies: torch, torch.nn.modules.module, torch.nn.modules.linear, collections, torch.nn.modules.container
Analysis of torch.utils.hooks (Library) queued. Dependencies: __future__, collections, weakref, warnings
Analysis of torch.nn.parallel.distributed (Stub) queued. Dependencies: torch.nn.modules, torch.nn.parallel.common_types
Analysis of torch.nn.init (Library) queued. Dependencies: __future__, math, warnings, torch
Analysis of torch.nn.parallel.scatter_gather (Stub) queued. Dependencies: torch, torch.nn.parallel.common_types
Analysis of torch.nn.parallel.replicate (Stub) queued. Dependencies: torch.nn.modules, torch.nn.parallel.common_types
Analysis of torch._six (Library) queued. Dependencies: itertools, sys, math, queue, collections, collections.abc, io
Analysis of torch.nn.modules.adaptive (Library) queued. Dependencies: torch.nn.modules.adaptive, collections, torch, torch.nn.modules, torch.nn.modules.module, torch.nn.functional
Analysis of torch.nn.modules.container (Stub) queued. Dependencies: torch.nn.modules.module, collections, torch, torch.nn
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
Analysis of torch.nn.parallel.parallel_apply (Library) queued. Dependencies: torch.nn.parallel.parallel_apply, threading, torch, torch.cuda._utils, torch._utils
Analysis of torch.nn.parallel.parallel_apply (Stub) queued. Dependencies: torch.nn.parallel.common_types, torch.nn.modules
Analysis of torch.nn.modules.conv (Stub) queued. Dependencies: torch.nn.modules.module, torch, torch.nn.common_types
Analysis of torch.random (Library) queued. Dependencies: contextlib, warnings, torch._C, torch, torch.cuda
Import:  torch.nn.modules._functions /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/nn/modules/_functions.py 
Import:  queue /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/queue.py 
Analysis of torch.nn.common_types (Stub) queued. Dependencies: torch
Analysis of torch.nn.modules.container (Library) queued. Dependencies: torch.nn.modules.container, warnings, collections, torch._six, itertools, operator, torch, torch.nn.modules.module
Analysis of torch.nn.parallel (Stub) on depth 2 completed in 0.07 ms.
Analysis of torch._tensor_str (Library) queued. Dependencies: math, torch, torch._six
Analysis of torch.nn.modules.conv (Library) queued. Dependencies: torch.nn.modules.conv, math, torch, torch.nn.parameter, torch.nn, torch.nn.functional, torch.nn.init, torch.nn.modules.module, torch.nn.modules.utils, torch._jit_internal
Analysis of torch.nn.modules._functions (Library) queued. Dependencies: torch, torch.autograd.function
Import:  torch.autograd.function /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/autograd/function.py 
Analysis of torch.functional (Library) queued. Dependencies: torch, torch.nn, torch.nn.functional, torch._six, itertools, warnings
Analysis of queue (Library) queued. Dependencies: queue (stub), threading, collections, heapq, time, _queue
Analysis of queue (Stub) queued. Dependencies: 
Analysis of torch.nn.modules.distance (Library) queued. Dependencies: torch.nn.modules.distance, torch.nn.modules.module, torch.nn, torch.nn.functional
Analysis of torch.nn.modules.dropout (Stub) queued. Dependencies: torch, torch.nn.modules.module
Analysis of torch.nn.modules.fold (Stub) queued. Dependencies: torch.nn.modules.module, torch, torch.nn.common_types
Analysis of torch.nn.modules.instancenorm (Stub) queued. Dependencies: torch, torch.nn.modules.batchnorm
Analysis of torch.autograd.function (Library) queued. Dependencies: torch, torch._C, torch.utils, torch.utils.hooks, torch._six, functools, warnings, collections
Create compiled (scraped):  _queue /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_queue.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of torch.nn.modules.instancenorm (Library) queued. Dependencies: torch.nn.modules.instancenorm, torch.nn.modules.batchnorm, torch.nn, torch.nn.functional
Analysis of torch.nn.modules.linear (Stub) queued. Dependencies: torch.nn.modules.module, torch.nn, torch
Import:  torch.utils /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/utils/__init__.py 
Analysis of torch.utils (Library) queued. Dependencies: __future__, torch.utils.throughput_benchmark
Analysis of _queue (Compiled) queued. Dependencies: 
Analysis of torch.nn.modules.linear (Library) queued. Dependencies: torch.nn.modules.linear, math, torch, torch.nn.parameter, torch.nn, torch.nn.functional, torch.nn.init, torch.nn.modules.module
Analysis of torch.nn.modules.normalization (Stub) queued. Dependencies: torch.nn.modules.module, torch, torch.nn
Import:  torch.utils.throughput_benchmark /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/utils/throughput_benchmark.py 
Analysis of torch.utils.throughput_benchmark (Library) queued. Dependencies: __future__, torch, torch._C
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 torch.nn.modules.batchnorm (Stub) queued. Dependencies: torch, torch.nn, torch.nn.modules.module
Analysis of torch.nn.modules.pixelshuffle (Stub) queued. Dependencies: torch.nn.modules.module, torch
Analysis of torch.nn.modules.loss (Stub) queued. Dependencies: torch.nn.modules.module, torch
Analysis of torch.nn.modules.distance (Stub) queued. Dependencies: torch, torch.nn.modules.module
Analysis of torch.nn.modules.pooling (Stub) queued. Dependencies: torch.nn.modules.module, torch, torch.nn.common_types
Analysis of torch.nn.modules.padding (Stub) queued. Dependencies: torch.nn.modules.module, torch, torch.nn.common_types
Analysis of torch.nn.modules.rnn (Stub) queued. Dependencies: torch.nn.parameter, torch.nn.modules.module, torch
Analysis of torch.nn.modules.sparse (Stub) queued. Dependencies: torch.nn.modules.module, torch.nn, torch
Analysis of torch.nn.modules.upsampling (Stub) queued. Dependencies: torch, torch.nn.modules.module, torch.nn.common_types
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:  shutil /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/shutil.py 
Import:  tarfile /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/tarfile.py 
Import:  zipfile /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/zipfile.py 
Import:  tempfile /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/tempfile.py 
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
Analysis of warnings (Stub) queued. Dependencies: types (stub)
Analysis of shutil (Stub) queued. Dependencies: os (stub), sys (stub)
Analysis of shutil (Library) queued. Dependencies: shutil (stub), os, sys, stat, fnmatch, collections, errno, zlib, bz2, lzma, pwd, grp, tarfile, zipfile
Import:  pickle /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/pickle.py 
Analysis of torch.nn.functional (Stub) queued. Dependencies: torch, torch.nn.common_types
Import:  pathlib /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/pathlib.py 
Import:  numbers /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/numbers.py 
Import:  torch.backends /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/backends/__init__.py 
Analysis of copyreg (Library) on depth 5 completed in 102.97 ms.
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Import:  torch.backends.cudnn /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/backends/cudnn/__init__.py 
Import:  torch.backends.cudnn.rnn /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/backends/cudnn/rnn.py 
Import:  fnmatch /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/fnmatch.py 
Create compiled (scraped):  zlib /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/zlib.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Import:  bz2 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/bz2.py 
Import:  lzma /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lzma.py 
Analysis of torch.autograd (Stub) queued. Dependencies: torch, torch.autograd.grad_mode
Analysis of tarfile (Stub) queued. Dependencies: os (stub), sys (stub), types (stub)
Analysis of torch.cuda (Stub) queued. Dependencies: ctypes, torch
Create compiled (scraped):  grp /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/grp.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of pickle (Library) queued. Dependencies: pickle (stub), types, copyreg, itertools, functools, sys, struct, re, io, codecs, _compat_pickle, _pickle, doctest, argparse, pprint
Import:  ctypes /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/ctypes/__init__.py 
Import:  _compat_pickle /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/_compat_pickle.py 
Create compiled (scraped):  _pickle /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_pickle.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Import:  pprint /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/pprint.py 
Analysis of zipfile (Stub) queued. Dependencies: types (stub), os (stub), sys (stub)
Analysis of tempfile (Stub) queued. Dependencies: sys (stub), types (stub)
Analysis of pprint (Library) queued. Dependencies: pprint (stub), collections, re, sys, types, io, time
Analysis of pprint (Stub) queued. Dependencies: sys (stub)
Analysis of _pickle (Compiled) queued. Dependencies: 
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Analysis of warnings (Library) queued. Dependencies: warnings (stub), sys, linecache, tracemalloc, re, traceback, _warnings
Import:  tracemalloc /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/tracemalloc.py 
Create built-in compiled (scraped) module:  _warnings /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of _warnings (CompiledBuiltin) queued. Dependencies: _warnings (stub)
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Analysis of ctypes (Library) queued. Dependencies: ctypes (stub), os, sys, _ctypes, struct, ctypes._endian
Create compiled (scraped):  _ctypes /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_ctypes.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Import:  ctypes._endian /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/ctypes/_endian.py 
Analysis of ctypes._endian (Library) queued. Dependencies: sys, ctypes
Analysis of tracemalloc (Library) queued. Dependencies: tracemalloc (stub), collections.abc, functools, fnmatch, linecache, os, pickle, _tracemalloc
Create built-in compiled (scraped) module:  _tracemalloc /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of _ctypes (Compiled) queued. Dependencies: 
Analysis of gc (Stub) on depth 7 completed in 65.3 ms.
Analysis of _tracemalloc (CompiledBuiltin) queued. Dependencies: _tracemalloc (stub)
Analysis of _tracemalloc (Stub) queued. Dependencies: 
Analysis of tracemalloc (Stub) queued. Dependencies: sys (stub)
Analysis of ctypes (Stub) queued. Dependencies: sys (stub)
Analysis of grp (Compiled) queued. Dependencies: grp (stub)
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.autograd.grad_mode (Stub) queued. Dependencies: 
Analysis of grp (Stub) queued. Dependencies: 
Import:  gzip /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/gzip.py 
Analysis of pickle (Stub) queued. Dependencies: sys (stub)
Analysis of math (Stub) queued. Dependencies: sys (stub)
Analysis of tempfile (Library) queued. Dependencies: tempfile (stub), functools, warnings, io, os, shutil, errno, random, weakref, _thread
Analysis of torch._six (Library) on depth 2 completed in 3.67 ms.
Import:  random /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/random.py 
Analysis of torch.random (Library) on depth 2 completed in 3.05 ms.
Analysis of random (Stub) queued. Dependencies: _random (stub), sys (stub)
Analysis of random (Library) queued. Dependencies: random (stub), warnings, types, math, os, _collections_abc, hashlib, itertools, bisect, _random, time
Analysis of atexit (Stub) on depth 7 completed in 18.22 ms.
Analysis of _abc (CompiledBuiltin) on depth 8 completed in 0.37 ms.
Analysis of dis(Library) canceled (no AST yet).
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Import:  hashlib /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/hashlib.py 
Import:  bisect /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/bisect.py 
Analysis of importlib.machinery (Library) on depth 7 completed in 0.75 ms.
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Analysis of keyword(Library) canceled (no AST yet).
Analysis of _thread (Stub) on depth 9 completed in 0.41 ms.
Analysis of _random (Compiled) queued. Dependencies: _random (stub)
Analysis of bisect (Library) queued. Dependencies: bisect (stub), _bisect
Create compiled (scraped):  _bisect /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_bisect.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of textwrap (Stub) on depth 9 completed in 7.15 ms.
Analysis of gettext (Stub) on depth 9 completed in 1.38 ms.
Analysis of gzip (Library) queued. Dependencies: gzip (stub), struct, sys, time, os, zlib, io, _compression, warnings, errno
Import:  _compression /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/_compression.py 
Analysis of _compression (Library) queued. Dependencies: _compression (stub), io
Analysis of encodings.aliases (Library) on depth 10 completed in 8.82 ms.
Analysis of _compression (Stub) queued. Dependencies: io (stub)
Analysis of gzip (Stub) queued. Dependencies: os.path (stub), _compression (stub), zlib (stub)
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
Analysis of lzma (Library) queued. Dependencies: lzma (stub), io, os, _lzma, _compression
Analysis of math (Compiled) queued. Dependencies: math (stub)
Import:  importlib.util /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/importlib/util.py 
Analysis of _bisect (Compiled) queued. Dependencies: _bisect (stub)
Create compiled (scraped):  binascii /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/binascii.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Import:  py_compile /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/py_compile.py 
Analysis of _bisect (Stub) queued. Dependencies: 
Create compiled (scraped):  _lzma /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_lzma.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of bisect (Stub) queued. Dependencies: 
Analysis of importlib._bootstrap_external (Library) queued. Dependencies: tokenize
Analysis of _lzma (Compiled) queued. Dependencies: 
Analysis of hashlib (Library) queued. Dependencies: hashlib (stub), _sha1, _md5, _sha256, _sha512, _blake2, _sha3, _hashlib, logging
Analysis of importlib (Library) queued. Dependencies: importlib (stub), _imp, sys, importlib._bootstrap, importlib._bootstrap_external, types, warnings
Analysis of py_compile (Library) queued. Dependencies: py_compile (stub), enum, importlib, importlib._bootstrap_external, importlib.machinery, importlib.util, os, sys, traceback
Analysis of hashlib (Stub) queued. Dependencies: sys (stub)
Analysis of py_compile (Stub) queued. Dependencies: sys (stub)
Analysis of _random (Stub) queued. Dependencies: sys (stub)
Analysis of binascii (Compiled) queued. Dependencies: binascii (stub)
Create compiled (scraped):  _sha1 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_sha1.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Create compiled (scraped):  _md5 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_md5.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Create compiled (scraped):  _sha256 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_sha256.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Create compiled (scraped):  _sha512 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_sha512.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of importlib (Stub) queued. Dependencies: importlib.util (stub), importlib.abc (stub), sys (stub), types (stub)
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Create compiled (scraped):  _blake2 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_blake2.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Create compiled (scraped):  _sha3 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_sha3.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Create compiled (scraped):  _hashlib /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_hashlib.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of _imp (CompiledBuiltin) queued. Dependencies: _imp (stub)
Import:  logging /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/logging/__init__.py 
Analysis of torch._C (Compiled) queued. Dependencies: 
Analysis of torch.nn._reduction (Library) queued. Dependencies: warnings
Analysis of torch.optim (Stub) queued. Dependencies: torch.optim.sgd, torch.optim.adam, torch.optim.lr_scheduler
Analysis of _imp (Stub) queued. Dependencies: sys (stub), types (stub), importlib.machinery (stub)
Import:  torch.optim.sgd /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/optim/sgd.py 
Import:  torch.optim.lr_scheduler /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/optim/lr_scheduler.py 
Analysis of enum (Library) queued. Dependencies: enum (stub), sys, types, _collections, collections, warnings
Analysis of torch.nn.init (Library) on depth 2 completed in 172.71 ms.
Analysis of decimal (Stub) on depth 11 completed in 40.58 ms.
Analysis of sre_parse(Library) canceled (no AST yet).
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Analysis of logging (Library) queued. Dependencies: logging (stub), sys, os, time, io, traceback, warnings, weakref, collections, collections.abc, string, threading, pickle, atexit
Analysis of warnings (Library) on depth 5 completed in 69.27 ms.
Analysis of string (Stub) on depth 10 completed in 1.3 ms.
Analysis of pwd (Stub) on depth 10 completed in 0.36 ms.
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Analysis of posix (Stub) on depth 9 completed in 16.85 ms.
Analysis of logging (Stub) queued. Dependencies: string (stub), time (stub), types (stub), sys (stub), threading (stub)
Analysis of _stat (Stub) on depth 10 completed in 0.83 ms.
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Analysis of _blake2 (Compiled) queued. Dependencies: 
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Analysis of _sha256 (Compiled) queued. Dependencies: 
Analysis of _md5 (Compiled) queued. Dependencies: 
Analysis of _py_abc (Library) on depth 8 completed in 6.15 ms.
Analysis of _sha1 (Compiled) queued. Dependencies: 
Analysis of binascii (Stub) queued. Dependencies: sys (stub)
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 /Users/victor/.pyenv/versions/3.7.4/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 gc (CompiledBuiltin) on depth 6 completed in 9.22 ms.
Analysis of atexit (CompiledBuiltin) on depth 6 completed in 0.1 ms.
Analysis of lzma (Stub) queued. Dependencies: io (stub), sys (stub), os (stub)
Analysis of _thread (CompiledBuiltin) on depth 8 completed in 0.71 ms.
Analysis of bz2 (Library) queued. Dependencies: bz2 (stub), io, os, warnings, _compression, threading, _bz2
Create compiled (scraped):  _bz2 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_bz2.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of pwd (CompiledBuiltin) on depth 9 completed in 1.69 ms.
Analysis of _bz2 (Compiled) queued. Dependencies: 
Analysis of _posixsubprocess (Compiled) on depth 9 completed in 0.5 ms.
Analysis of bz2 (Stub) queued. Dependencies: io (stub), sys (stub), os (stub)
Analysis of zlib (Compiled) queued. Dependencies: zlib (stub)
Analysis of zlib (Stub) queued. Dependencies: sys (stub)
Analysis of fnmatch (Library) queued. Dependencies: fnmatch (stub), os, posixpath, re, functools
Analysis of fnmatch (Stub) queued. Dependencies: 
Analysis of torch.backends.cudnn.rnn (Library) queued. Dependencies: torch, torch.cuda, torch.backends, torch.backends.cudnn
Analysis of _stat (CompiledBuiltin) on depth 9 completed in 10.8 ms.
Analysis of _string (CompiledBuiltin) on depth 10 completed in 0.07 ms.
Analysis of sre_compile(Library) canceled (no AST yet).
Analysis of torch.backends.cudnn (Library) queued. Dependencies: os, ctypes, sys, torch, types, warnings, torch.version, contextlib, subprocess
Import:  torch.version /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/site-packages/torch/version.py 
Analysis of torch.version (Library) queued. Dependencies: 
Analysis of torch.backends (Library) queued. Dependencies: 
Analysis of abc (Stub) on depth 8 completed in 3.44 ms.
Analysis of numbers (Library) queued. Dependencies: numbers (stub), abc
Analysis of numbers (Stub) queued. Dependencies: abc (stub), sys (stub)
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
Import:  urllib.parse /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/urllib/parse.py 
Analysis of urllib.parse (Library) queued. Dependencies: urllib.parse (stub), re, sys, collections, unicodedata
Create compiled (scraped):  unicodedata /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/unicodedata.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of unicodedata (Compiled) queued. Dependencies: unicodedata (stub)
Analysis of unicodedata (Stub) queued. Dependencies: 
Analysis of urllib.parse (Stub) queued. Dependencies: sys (stub)
Analysis of pathlib (Stub) queued. Dependencies: types (stub), os (stub), sys (stub)
Analysis of torch.nn.modules.utils (Library) queued. Dependencies: torch._six, itertools
Analysis of torch.nn._functions (Library) queued. Dependencies: 
Analysis of torch.nn._functions.vision (Library) queued. Dependencies: torch, torch.backends, torch.backends.cudnn
Analysis of torch.nn.grad (Library) queued. Dependencies: torch, torch.nn.modules.utils
Analysis of torch.nn.utils.rnn (Library) queued. Dependencies: collections, warnings, torch, torch.nn, torch.nn._VF, torch._jit_internal
Analysis of torch.nn.utils.clip_grad (Library) queued. Dependencies: warnings, torch, torch._six
Analysis of torch.nn._VF (Library) queued. Dependencies: torch, sys, types
Analysis of torch.nn.utils.weight_norm (Library) queued. Dependencies: torch.nn.parameter, torch
Analysis of inspect (Stub) queued. Dependencies: sys (stub), types (stub)
Analysis of itertools (Stub) on depth 7 completed in 4.15 ms.
Analysis of itertools (CompiledBuiltin) on depth 6 completed in 8.72 ms.
Analysis of dis (Stub) queued. Dependencies: sys (stub), types (stub), opcode (stub)
Analysis of opcode (Stub) queued. Dependencies: sys (stub)
Analysis of dis (Library) queued. Dependencies: dis (stub), sys, types, collections, io, opcode, argparse
Import:  opcode /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/opcode.py 
Analysis of opcode (Library) queued. Dependencies: opcode (stub), _opcode
Create compiled (scraped):  _opcode /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_opcode.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of _opcode (Compiled) queued. Dependencies: 
Analysis of collections (Stub) queued. Dependencies: sys (stub), collections.abc (stub)
Analysis of keyword (Stub) queued. Dependencies: 
Analysis of torch.nn.utils.convert_parameters (Library) queued. Dependencies: torch
Analysis of keyword (Library) queued. Dependencies: keyword (stub), sys, re
Analysis of heapq (Stub) queued. Dependencies: sys (stub)
Analysis of sre_compile (Stub) queued. Dependencies: sys (stub), sre_parse (stub), sre_constants (stub)
Analysis of sre_compile (Library) queued. Dependencies: sre_compile (stub), _sre, sre_parse, sre_constants, sys
Create built-in compiled (scraped) module:  _sre /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of _sre (CompiledBuiltin) queued. Dependencies: 
Analysis of torch.nn.utils.spectral_norm (Library) queued. Dependencies: torch, torch.nn.functional
Analysis of sre_parse (Stub) queued. Dependencies: sre_constants (stub)
Analysis of sre_parse (Library) queued. Dependencies: sre_parse (stub), sre_constants, warnings
Analysis of sre_constants (Stub) queued. Dependencies: 
Analysis of sre_constants (Library) queued. Dependencies: sre_constants (stub), _sre
Analysis of _heapq (Stub) queued. Dependencies: 
Analysis of abc (Library) on depth 7 completed in 3.49 ms.
Analysis of _heapq (Compiled) queued. Dependencies: _heapq (stub)
Analysis of doctest (Stub) queued. Dependencies: sys (stub), types (stub), unittest (stub)
Analysis of difflib (Stub) queued. Dependencies: sys (stub)
Analysis of modules loop on depth 7 in 109.92 ms:
    sys(Stub)
    io(Stub)
    codecs(Stub)
    mmap(Stub)
    importlib.abc(Stub)
    os(Stub)
    _importlib_modulespec(Stub)
    os.path(Stub)
Analysis of operator (Stub) on depth 8 completed in 1.91 ms.
Analysis of difflib (Library) queued. Dependencies: difflib (stub), heapq, collections, re, doctest
Analysis of pdb (Stub) queued. Dependencies: sys (stub)
Analysis of locale (Stub) on depth 10 completed in 2.75 ms.
Analysis of functools (Stub) on depth 8 completed in 8.14 ms.
Analysis of token (Stub) on depth 8 completed in 0.91 ms.
Analysis of re (Stub) on depth 8 completed in 0.88 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
Import:  cmd /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/cmd.py 
Import:  bdb /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/bdb.py 
Analysis of subprocess (Stub) on depth 9 completed in 3.77 ms.
Import:  code /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/code.py 
Import:  glob /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/glob.py 
Create compiled (scraped):  readline /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/readline.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Import:  shlex /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/shlex.py 
Analysis of ntpath (Stub) on depth 9 completed in 0.66 ms.
Import:  runpy /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/runpy.py 
Import:  pydoc /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/pydoc.py 
Import:  getopt /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/getopt.py 
Analysis of getopt (Library) queued. Dependencies: getopt (stub), os, gettext, sys
Analysis of getopt (Stub) queued. Dependencies: 
Analysis of socket (Stub) on depth 11 completed in 5.48 ms.
Analysis of posixpath (Stub) on depth 9 completed in 0.46 ms.
Analysis of select (Stub) on depth 10 completed in 1.08 ms.
Analysis of stat (Stub) on depth 9 completed in 0.26 ms.
Analysis of contextlib (Stub) on depth 12 completed in 1.39 ms.
Analysis of linecache (Stub) on depth 8 completed in 0.22 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 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/pkgutil.py 
Import:  platform /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/platform.py 
Import:  urllib /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/urllib/__init__.py 
Import:  tty /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/tty.py 
Import:  pydoc_data /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/pydoc_data/__init__.py 
Import:  pydoc_data.topics /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/pydoc_data/topics.py 
Import:  http /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/http/__init__.py 
Analysis of modules loop on depth 7 in 21.12 ms:
    _io(CompiledBuiltin)
    io(Library)
Analysis of encodings (Stub) on depth 10 completed in 0.12 ms.
Analysis of _codecs (Stub) on depth 10 completed in 1.46 ms.
Analysis of _operator (Stub) on depth 9 completed in 0.24 ms.
Import:  http.server /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/http/server.py 
Import:  email /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/__init__.py 
Import:  email.message /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/message.py 
Analysis of tokenize (Stub) on depth 8 completed in 4.11 ms.
Analysis of selectors (Stub) on depth 10 completed in 1.75 ms.
Import:  webbrowser /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/webbrowser.py 
Analysis of webbrowser (Library) queued. Dependencies: webbrowser (stub), os, shlex, shutil, sys, subprocess, threading, copy, glob, pwd, socket, tempfile, getopt
Import:  socket /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/socket.py 
Analysis of socket (Library) queued. Dependencies: socket (stub), _socket, os, sys, io, selectors, enum, errno
Create compiled (scraped):  _socket /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_socket.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of _socket (Compiled) queued. Dependencies: 
Analysis of webbrowser (Stub) queued. Dependencies: sys (stub)
Analysis of select (Compiled) on depth 9 completed in 28.82 ms.
Analysis of stat (Library) on depth 8 completed in 13.4 ms.
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 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/uu.py 
Import:  quopri /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/quopri.py 
Import:  email.utils /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/utils.py 
Import:  email.errors /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/errors.py 
Import:  email._policybase /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/_policybase.py 
Import:  email.charset /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/charset.py 
Import:  email._encoded_words /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/_encoded_words.py 
Import:  email.generator /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/generator.py 
Import:  email.iterators /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/iterators.py 
Import:  email.policy /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/policy.py 
Analysis of email.policy (Library) queued. Dependencies: email.policy (stub), re, sys, email._policybase, email.utils, email.headerregistry, email.contentmanager, email.message
Import:  email.headerregistry /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/headerregistry.py 
Import:  email.contentmanager /Users/victor/.pyenv/versions/3.7.4/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
Analysis of sys (CompiledBuiltin) on depth 6 completed in 12.01 ms.
Import:  email.quoprimime /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/quoprimime.py 
Analysis of _codecs (CompiledBuiltin) on depth 9 completed in 0.38 ms.
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 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/_header_value_parser.py 
Analysis of email._header_value_parser (Library) queued. Dependencies: re, sys, urllib, string, collections, operator, email, email._encoded_words, email.errors, email.utils
Analysis of modules loop on depth 4 in 20.32 ms:
    copy(Library)
    weakref(Library)
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 email.header (Stub) queued. Dependencies: email.charset (stub)
Analysis of email.iterators (Library) queued. Dependencies: email.iterators (stub), sys, io
Analysis of modules loop on depth 8 in 10.41 ms:
    encodings(Library)
    codecs(Library)
    encodings.mbcs(Library)
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 email.generator (Stub) queued. Dependencies: email.message (stub), email.policy (stub)
Analysis of errno (Stub) on depth 10 completed in 4.72 ms.
Analysis of email._encoded_words (Library) queued. Dependencies: re, base64, binascii, functools, string, email, email.errors
Import:  base64 /Users/victor/.pyenv/versions/3.7.4/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 /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/base64mime.py 
Import:  email.encoders /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/encoders.py 
Analysis of errno (CompiledBuiltin) on depth 9 completed in 21.82 ms.
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 /Users/victor/.pyenv/versions/3.7.4/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 _ast (Stub) on depth 9 completed in 8.46 ms.
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
Import:  datetime /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/datetime.py 
Import:  email._parseaddr /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/_parseaddr.py 
Analysis of email._parseaddr (Library) queued. Dependencies: time, calendar
Import:  calendar /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/calendar.py 
Analysis of calendar (Library) queued. Dependencies: calendar (stub), sys, datetime, locale, itertools, argparse
Analysis of enum (Stub) queued. Dependencies: sys (stub), abc (stub)
Analysis of traceback (Stub) queued. Dependencies: types (stub), sys (stub)
Analysis of collections.abc (Library) queued. Dependencies: collections.abc (stub), _collections_abc
Analysis of __future__ (Stub) queued. Dependencies: sys (stub)
Analysis of collections.abc (Stub) queued. Dependencies: sys (stub), collections (stub)
Analysis of __future__ (Library) queued. Dependencies: __future__ (stub)
Analysis of array (Stub) on depth 10 completed in 2.53 ms.
Analysis of unittest (Stub) queued. Dependencies: logging (stub), sys (stub), types (stub)
Analysis of struct (Stub) on depth 10 completed in 0.86 ms.
Analysis of unittest.result (Library) queued. Dependencies: io, sys, traceback, unittest, unittest.util, functools
Analysis of modules loop on depth 9 in 2.23 ms:
    struct(Library)
    _struct(Compiled)
Analysis of reprlib (Stub) on depth 9 completed in 1.07 ms.
Import:  unittest.util /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/unittest/util.py 
Analysis of unittest.util (Library) queued. Dependencies: collections, os
Analysis of _collections_abc (Library) queued. Dependencies: abc, sys
Analysis of argparse (Stub) on depth 8 completed in 15.23 ms.
Analysis of ast (Stub) on depth 8 completed in 8.74 ms.
Analysis of _weakrefset (Library) queued. Dependencies: _weakrefset (stub), _weakref
Analysis of cmd (Stub) queued. Dependencies: 
Analysis of _weakrefset (Stub) queued. Dependencies: 
Analysis of unittest.suite (Library) queued. Dependencies: sys, unittest, unittest.case, unittest.util
Analysis of _weakref (CompiledBuiltin) queued. Dependencies: _weakref (stub)
Analysis of reprlib (Library) on depth 8 completed in 19.23 ms.
Analysis of _weakref (Stub) queued. Dependencies: sys (stub)
Analysis of cmd (Library) queued. Dependencies: cmd (stub), string, sys, readline
Analysis of weakref (Stub) queued. Dependencies: sys (stub), types (stub), _weakref (stub), _weakrefset (stub)
Analysis of unittest.case (Library) queued. Dependencies: sys, functools, difflib, logging, pprint, re, warnings, collections, contextlib, traceback, unittest, unittest.result, unittest.util
Analysis of unittest.loader (Library) queued. Dependencies: os, re, sys, traceback, types, functools, warnings, fnmatch, unittest, unittest.case, unittest.suite, unittest.util
Analysis of unittest.main (Library) queued. Dependencies: sys, argparse, os, unittest, unittest.loader, unittest.runner, unittest.signals
Analysis of copy (Stub) queued. Dependencies: 
Analysis of unittest.runner (Library) queued. Dependencies: sys, time, warnings, unittest, unittest.result, unittest.signals
Analysis of types (Library) queued. Dependencies: types (stub), sys, functools, _collections_abc
Analysis of signal (Stub) queued. Dependencies: sys (stub), enum (stub), types (stub)
Analysis of types (Stub) queued. Dependencies: sys (stub), _importlib_modulespec (stub)
Analysis of time (Stub) queued. Dependencies: sys (stub), types (stub)
Analysis of code (Stub) queued. Dependencies: sys (stub), types (stub)
Analysis of time (CompiledBuiltin) queued. Dependencies: time (stub)
Analysis of torch.optim.sgd (Stub) queued. Dependencies: torch.optim.optimizer
Analysis of torch.optim.lr_scheduler (Library) queued. Dependencies: torch.optim.lr_scheduler, types, math, torch._six, functools, warnings, bisect, torch.optim.optimizer
Analysis of threading (Stub) queued. Dependencies: types (stub), sys (stub)
Analysis of torch.optim.lr_scheduler (Stub) queued. Dependencies: torch.optim.optimizer
Analysis of torch.optim.sgd (Library) queued. Dependencies: torch.optim.sgd, torch, torch.optim.optimizer
Analysis of torch.optim.adam (Stub) queued. Dependencies: torch.optim.optimizer
Analysis of code (Library) queued. Dependencies: code (stub), sys, traceback, codeop, readline, argparse
Analysis of glob (Stub) queued. Dependencies: sys (stub)
Analysis of readline (Stub) queued. Dependencies: sys (stub)
Analysis of glob (Library) queued. Dependencies: glob (stub), os, re, fnmatch
Analysis of readline (Compiled) queued. Dependencies: readline (stub)
Analysis of runpy (Stub) queued. Dependencies: 
Analysis of shlex (Library) queued. Dependencies: shlex (stub), os, re, sys, collections, io
Import:  codeop /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/codeop.py 
Analysis of bdb (Library) queued. Dependencies: fnmatch, sys, os, inspect, linecache, reprlib
Analysis of runpy (Library) queued. Dependencies: runpy (stub), sys, importlib, importlib.machinery, importlib.util, types, pkgutil, warnings
Analysis of codeop (Library) queued. Dependencies: codeop (stub), __future__
Analysis of pkgutil (Stub) queued. Dependencies: sys (stub), importlib.abc (stub)
Analysis of torch.optim.optimizer (Stub) queued. Dependencies: torch
Analysis of platform (Stub) queued. Dependencies: os (stub)
Analysis of codeop (Stub) queued. Dependencies: types (stub)
Analysis of urllib (Stub) queued. Dependencies: 
Analysis of urllib (Library) queued. Dependencies: urllib (stub)
Analysis of tty (Stub) queued. Dependencies: 
Analysis of pkgutil (Library) queued. Dependencies: pkgutil (stub), collections, functools, importlib, importlib.util, importlib.machinery, os, sys, types, warnings, marshal, inspect, zipimport
Analysis of tty (Library) queued. Dependencies: tty (stub), termios
Analysis of pydoc_data (Library) queued. Dependencies: 
Create built-in compiled (scraped) module:  marshal /Users/victor/.pyenv/versions/3.7.4/bin/python 
Create built-in compiled (scraped) module:  zipimport /Users/victor/.pyenv/versions/3.7.4/bin/python 
Analysis of http (Stub) queued. Dependencies: sys (stub), enum (stub)
Create compiled (scraped):  termios /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/termios.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of marshal (Stub) queued. Dependencies: 
Analysis of platform (Library) queued. Dependencies: platform (stub), collections, sys, os, re, subprocess, warnings, plistlib, socket, struct
Analysis of http (Library) queued. Dependencies: http (stub), enum
Analysis of termios (Compiled) queued. Dependencies: termios (stub)
Analysis of marshal (CompiledBuiltin) queued. Dependencies: marshal (stub)
Analysis of zipimport (Stub) queued. Dependencies: types (stub)
Analysis of zipimport (CompiledBuiltin) queued. Dependencies: zipimport (stub)
Analysis of termios (Stub) queued. Dependencies: 
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 shlex (Stub) queued. Dependencies: sys (stub)
Analysis of uu (Stub) queued. Dependencies: sys (stub)
Import:  plistlib /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/plistlib.py 
Analysis of uu (Library) queued. Dependencies: uu (stub), binascii, os, sys, optparse
Import:  email.parser /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/parser.py 
Analysis of http.server (Stub) queued. Dependencies: sys (stub), socketserver (stub), email (stub), email.message (stub)
Analysis of email.parser (Library) queued. Dependencies: email.parser (stub), io, email.feedparser, email._policybase
Analysis of plistlib (Stub) queued. Dependencies: sys (stub), enum (stub)
Import:  optparse /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/optparse.py 
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
Import:  email.feedparser /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/email/feedparser.py 
Analysis of quopri (Stub) queued. Dependencies: 
Analysis of quopri (Library) queued. Dependencies: quopri (stub), binascii, io, sys, getopt
Analysis of email.feedparser (Library) queued. Dependencies: email.feedparser (stub), re, email, email.errors, email._policybase, collections, io, email.message
Analysis of plistlib (Library) queued. Dependencies: plistlib (stub), binascii, codecs, contextlib, datetime, enum, io, itertools, os, re, struct, warnings, xml.parsers.expat
Import:  html /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/html/__init__.py 
Analysis of email.feedparser (Stub) queued. Dependencies: sys (stub), email.message (stub), email.policy (stub)
Import:  http.client /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/http/client.py 
Analysis of traceback (Library) queued. Dependencies: traceback (stub), collections, itertools, linecache, sys
Analysis of socketserver (Stub) queued. Dependencies: socket (stub), sys (stub), types (stub)
Analysis of optparse (Stub) queued. Dependencies: sys (stub)
Analysis of email.utils (Stub) queued. Dependencies: email.charset (stub), datetime (stub)
Analysis of pydoc_data.topics (Library) queued. Dependencies: 
Analysis of email.parser (Stub) queued. Dependencies: email (stub), email.feedparser (stub), email.message (stub), email.policy (stub)
Analysis of email.message (Stub) queued. Dependencies: sys (stub), email.charset (stub), email.errors (stub), email.header (stub), email.policy (stub), email.contentmanager (stub)
Analysis of html (Stub) queued. Dependencies: 
Analysis of html (Library) queued. Dependencies: html (stub), re, html.entities
Analysis of optparse (Library) queued. Dependencies: optparse (stub), sys, os, textwrap, gettext
Analysis of datetime (Library) queued. Dependencies: datetime (stub), time, math, sys, _strptime, _datetime
Analysis of http.client (Stub) queued. Dependencies: email (stub), email.message (stub), io (stub), socket (stub), sys (stub), ssl (stub), types (stub)
Import:  mimetypes /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/mimetypes.py 
Import:  socketserver /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/socketserver.py 
Import:  xml.parsers.expat /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/xml/parsers/expat.py 
Analysis of mimetypes (Stub) queued. Dependencies: sys (stub)
Analysis of mimetypes (Library) queued. Dependencies: mimetypes (stub), os, sys, posixpath, urllib, urllib.parse, getopt
Import:  html.entities /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/html/entities.py 
Import:  _strptime /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/_strptime.py 
Analysis of xml.parsers.expat (Library) queued. Dependencies: xml.parsers.expat (stub), sys, pyexpat
Create compiled (scraped):  _datetime /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_datetime.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of socketserver (Library) queued. Dependencies: socketserver (stub), socket, selectors, os, sys, threading, io, time, traceback
Analysis of html.entities (Stub) queued. Dependencies: 
Analysis of xml.parsers.expat (Stub) queued. Dependencies: pyexpat (stub), pyexpat.errors (stub), pyexpat.model (stub)
Analysis of ssl (Stub) queued. Dependencies: socket (stub), sys (stub)
Create compiled (scraped):  pyexpat /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/pyexpat.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of pyexpat.model (Stub) queued. Dependencies: 
Analysis of _strptime (Library) queued. Dependencies: time, locale, calendar, re, datetime, _thread
Analysis of pyexpat.errors (Stub) queued. Dependencies: sys (stub)
Analysis of _datetime (Compiled) queued. Dependencies: datetime
Analysis of pyexpat (Compiled) queued. Dependencies: pyexpat (stub)
Analysis of pyexpat (Stub) queued. Dependencies: pyexpat.errors (stub), pyexpat.model (stub)
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
Import:  ssl /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/ssl.py 
Analysis of calendar (Stub) queued. Dependencies: datetime (stub), sys (stub), time (stub)
Analysis of ssl (Library) queued. Dependencies: ssl (stub), sys, os, collections, enum, _ssl, socket, base64, errno, warnings, time, calendar
Create compiled (scraped):  _ssl /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload/_ssl.cpython-37m-darwin.so /Users/victor/.pyenv/versions/3.7.4/lib/python3.7/lib-dynload 
Analysis of _ssl (Compiled) queued. Dependencies: 
Analysis of html.entities (Library) queued. Dependencies: html.entities (stub)
Analysis of _ast (CompiledBuiltin) on depth 8 completed in 271.57 ms.
Analysis of modules loop on depth 6 in 288.02 ms:
    inspect(Library)
    collections(Library)
    linecache(Library)
    os(Library)
    re(Library)
    tokenize(Library)
    token(Library)
    functools(Library)
    operator(Library)
    ast(Library)
    argparse(Library)
    heapq(Library)
    _collections(CompiledBuiltin)
    gettext(Library)
    textwrap(Library)
    locale(Library)
    _operator(CompiledBuiltin)
    _locale(CompiledBuiltin)
    _bootlocale(Library)
    _functools(CompiledBuiltin)
    doctest(Library)
    posix(CompiledBuiltin)
    posixpath(Library)
    ntpath(Library)
    subprocess(Library)
    unittest(Library)
    unittest.signals(Library)
    signal(Library)
    threading(Library)
    selectors(Library)
    _signal(CompiledBuiltin)
    genericpath(Library)
    string(Library)
    _threading_local(Library)
    contextlib(Library)
Analysis of modules loop on depth 1 in 68.53 ms:
    torch(Stub)
    torch.nn(Stub)
    torch.nn.modules(Stub)
    torch.nn.parameter(Stub)
    torch.nn.utils(Library)
    torch.nn.utils.fusion(Library)
    torch.nn.modules.upsampling(Library)
    torch.nn.functional(Library)
    torch._jit_internal(Library)
Analysis version 268 has been completed in 1234.92 ms with 186 entries analyzed and 1 entries skipped.
Analysis version 752 of 456 entries has started.
Analysis of copy (Stub) on depth 5 completed in 0.46 ms.
Analysis of gc (Stub) on depth 6 completed in 0.54 ms.
Analysis of itertools (Stub) on depth 4 completed in 2.34 ms.
Analysis of copyreg (Library) on depth 4 completed for library in 2.31 ms.
Analysis of torch._C (Compiled) on depth 3 completed for library in 0.06 ms.
Analysis of torch.nn._functions (Library) on depth 4 completed for library in 0.03 ms.
Analysis of _abc (CompiledBuiltin) on depth 5 completed for library in 0.17 ms.
Analysis of atexit (Stub) on depth 6 completed in 0.23 ms.
Analysis of gettext (Stub) on depth 6 completed in 0.75 ms.
Analysis of abc (Stub) on depth 5 completed in 0.47 ms.
Analysis of _thread (Stub) on depth 5 completed in 0.26 ms.
Analysis of textwrap (Stub) on depth 6 completed in 7.78 ms.
Analysis of decimal (Stub) on depth 8 completed for library in 10.68 ms.
Analysis of _posixsubprocess (Stub) on depth 6 completed in 0.15 ms.
Analysis of posix (Stub) on depth 5 completed in 0.38 ms.
Analysis of _stat (Stub) on depth 6 completed in 2.08 ms.
Analysis of encodings.aliases (Library) on depth 6 completed for library in 8.2 ms.
Analysis of string (Stub) on depth 6 completed in 7.29 ms.
Analysis of _string (CompiledBuiltin) on depth 6 completed for library in 0.1 ms.
Analysis of pwd (Stub) on depth 5 completed in 0.2 ms.
Analysis of importlib._bootstrap (Library) on depth 5 completed for library in 13.87 ms.
Analysis of _compat_pickle (Library) on depth 4 completed for library in 0.65 ms.
Analysis of queue (Stub) on depth 4 completed in 0.84 ms.
Analysis of _queue (Compiled) on depth 4 completed for library in 0.52 ms.
Analysis of torch.backends (Library) on depth 4 completed for library in 0.02 ms.
Analysis of _pickle (Compiled) on depth 4 completed for library in 1 ms.
Analysis of grp (Stub) on depth 5 completed in 0.15 ms.
Analysis of torch.autograd.grad_mode (Stub) on depth 3 completed for library in 0.36 ms.
Analysis of bisect (Stub) on depth 5 completed in 0.24 ms.
Analysis of _warnings (Stub) on depth 5 completed in 0.26 ms.
Analysis of _bisect (Stub) on depth 6 completed in 1.91 ms.
Analysis of _md5 (Compiled) on depth 6 completed for library in 0.17 ms.
Analysis of _sha256 (Compiled) on depth 6 completed for library in 0.15 ms.
Analysis of _sha512 (Compiled) on depth 6 completed for library in 0.14 ms.
Analysis of _blake2 (Compiled) on depth 6 completed for library in 0.66 ms.
Analysis of _ctypes (Compiled) on depth 4 completed for library in 3.28 ms.
Analysis of _tracemalloc (Stub) on depth 6 completed in 0.18 ms.
Analysis of _sha3 (Compiled) on depth 6 completed for library in 1.52 ms.
Analysis of _lzma (Compiled) on depth 5 completed for library in 0.68 ms.
Analysis of fnmatch (Stub) on depth 5 completed in 0.16 ms.
Analysis of _sha1 (Compiled) on depth 6 completed for library in 0.15 ms.
Analysis of _hashlib (Compiled) on depth 6 completed for library in 0.45 ms.
Analysis of unicodedata (Stub) on depth 6 completed in 0.75 ms.
Analysis of _bz2 (Compiled) on depth 5 completed for library in 0.43 ms.
Analysis of torch.version (Library) on depth 5 completed for library in 0.05 ms.
Analysis of _opcode (Compiled) on depth 6 completed for library in 0.09 ms.
Analysis of keyword (Stub) on depth 5 completed in 0.52 ms.
Analysis of sre_constants (Stub) on depth 6 completed in 2.67 ms.
Analysis of _sre (CompiledBuiltin) on depth 6 completed for library in 0.36 ms.
Analysis of pydoc_data.topics (Library) on depth 7 completed for library in 0.48 ms.
Analysis of _heapq (Stub) on depth 6 completed in 0.37 ms.
Analysis of getopt (Stub) on depth 7 completed in 0.36 ms.
Analysis of pydoc_data (Library) on depth 7 completed for library in 0.02 ms.
Analysis of _socket (Compiled) on depth 9 completed for library in 2.66 ms.
Analysis of cmd (Stub) on depth 7 completed in 0.82 ms.
Analysis of runpy (Stub) on depth 7 completed in 0.31 ms.
Analysis of urllib (Stub) on depth 8 completed in 0.01 ms.
Analysis of tty (Stub) on depth 8 completed in 0.2 ms.
Analysis of marshal (Stub) on depth 9 completed in 0.14 ms.
Analysis of email.errors (Stub) on depth 9 completed in 0.65 ms.
Analysis of email.charset (Stub) on depth 9 completed in 0.78 ms.
Analysis of termios (Stub) on depth 9 completed in 7.07 ms.
Analysis of pyexpat.model (Stub) on depth 11 completed for library in 0.08 ms.
Analysis of _weakrefset (Stub) on depth 6 completed in 5.18 ms.
Analysis of quopri (Stub) on depth 9 completed in 0.24 ms.
Analysis of html (Stub) on depth 9 completed in 0.11 ms.
Analysis of html.entities (Stub) on depth 10 completed in 0.14 ms.
Analysis of _ssl (Compiled) on depth 10 completed for library in 5.91 ms.
Analysis of _posixsubprocess (Compiled) on depth 5 completed for library in 0.11 ms.
Analysis of gc (CompiledBuiltin) on depth 5 completed for library in 4.17 ms.
Analysis of itertools (CompiledBuiltin) on depth 3 completed for library in 16.38 ms.
Analysis of atexit (CompiledBuiltin) on depth 5 completed for library in 0.18 ms.
Analysis of _thread (CompiledBuiltin) on depth 4 completed for library in 1.45 ms.
Analysis of modules loop on depth 4 in 43.95 ms:
    sys(Stub)
    io(Stub)
    types(Stub)
    importlib.abc(Stub)
    os(Stub)
    _importlib_modulespec(Library)
    os.path(Library)
    codecs(Stub)
    mmap(Library)
Analysis of _bisect (Compiled) on depth 5 completed for library in 0.11 ms.
Analysis of _tracemalloc (CompiledBuiltin) on depth 5 completed for library in 0.15 ms.
Analysis of unicodedata (Compiled) on depth 5 completed for library in 0.98 ms.
Analysis of sre_parse (Stub) on depth 6 completed in 7.55 ms.
Analysis of _stat (CompiledBuiltin) on depth 5 completed for library in 13.62 ms.
Analysis of grp (Compiled) on depth 4 completed for library in 0.66 ms.
Analysis of pwd (CompiledBuiltin) on depth 4 completed for library in 0.79 ms.
Analysis of sre_constants (Library) on depth 5 completed for library in 6.27 ms.
Analysis of _warnings (CompiledBuiltin) on depth 4 completed for library in 0.57 ms.
Analysis of _heapq (Compiled) on depth 5 completed for library in 0.14 ms.
Analysis of urllib (Library) on depth 7 completed for library in 0.02 ms.
Analysis of email.header (Stub) on depth 9 completed in 0.4 ms.
Analysis of marshal (CompiledBuiltin) on depth 8 completed for library in 0.18 ms.
Analysis of array (Stub) on depth 5 completed for library in 5.24 ms.
Analysis of argparse (Stub) on depth 5 completed in 7.19 ms.
Analysis of _ast (Stub) on depth 6 completed in 25.73 ms.
Analysis of operator (Stub) on depth 5 completed in 5.85 ms.
Analysis of locale (Stub) on depth 7 completed in 16.36 ms.
Analysis of email.errors (Library) on depth 8 completed for library in 55 ms.
Analysis of html.entities (Library) on depth 9 completed for library in 50.96 ms.
Analysis of functools (Stub) on depth 5 completed in 5.12 ms.
Analysis of heapq (Stub) on depth 5 completed in 0.43 ms.
Analysis of enum (Stub) on depth 5 completed in 1.82 ms.
Analysis of posixpath (Stub) on depth 5 completed in 0.81 ms.
Analysis of termios (Compiled) on depth 8 completed for library in 56.58 ms.
Analysis of ntpath (Stub) on depth 5 completed in 0.47 ms.
Analysis of select (Stub) on depth 6 completed in 1.32 ms.
Analysis of token (Stub) on depth 5 completed in 3.6 ms.
Analysis of stat (Stub) on depth 5 completed in 0.27 ms.
Analysis of linecache (Stub) on depth 5 completed in 0.21 ms.
Analysis of pickle (Stub) on depth 4 completed in 1.29 ms.
Analysis of errno (Stub) on depth 5 completed in 35.44 ms.
Analysis of pprint (Stub) on depth 5 completed in 0.55 ms.
Analysis of math (Stub) on depth 4 completed in 3.22 ms.
Analysis of tracemalloc (Stub) on depth 5 completed in 1.84 ms.
Analysis of _random (Stub) on depth 6 completed in 0.23 ms.
Analysis of hashlib (Stub) on depth 6 completed in 1.27 ms.
Analysis of zlib (Stub) on depth 5 completed in 0.82 ms.
Analysis of py_compile (Stub) on depth 5 completed in 3.43 ms.
Analysis of binascii (Stub) on depth 5 completed in 0.72 ms.
Analysis of numbers (Stub) on depth 5 completed in 4.69 ms.
Analysis of pdb (Stub) on depth 6 completed in 0.29 ms.
Analysis of urllib.parse (Stub) on depth 5 completed in 3.71 ms.
Analysis of opcode (Stub) on depth 6 completed in 0.61 ms.
Analysis of webbrowser (Stub) on depth 8 completed in 4.73 ms.
Analysis of _weakref (Stub) on depth 5 completed in 0.8 ms.
Analysis of difflib (Stub) on depth 4 completed in 1.74 ms.
Analysis of base64 (Stub) on depth 9 completed in 0.43 ms.
Analysis of __future__ (Stub) on depth 4 completed in 0.18 ms.
Analysis of readline (Stub) on depth 7 completed in 0.66 ms.
Analysis of glob (Stub) on depth 7 completed in 0.17 ms.
Analysis of shlex (Stub) on depth 7 completed in 0.59 ms.
Analysis of uu (Stub) on depth 9 completed in 0.18 ms.
Analysis of ctypes (Stub) on depth 4 completed in 17.73 ms.
Analysis of optparse (Stub) on depth 10 completed in 5.5 ms.
Analysis of pyexpat.errors (Stub) on depth 11 completed for library in 0.38 ms.
Analysis of _compression (Stub) on depth 6 completed in 0.59 ms.
Analysis of mimetypes (Stub) on depth 9 completed in 1.24 ms.
Analysis of inspect (Stub) on depth 4 completed in 9.54 ms.
Analysis of subprocess (Stub) on depth 5 completed in 1.43 ms.
Analysis of modules loop on depth 4 in 13.42 ms:
    collections(Stub)
    collections.abc(Stub)
Analysis of warnings (Stub) on depth 4 completed in 0.76 ms.
Analysis of tempfile (Stub) on depth 4 completed in 1.88 ms.
Analysis of contextlib (Stub) on depth 4 completed in 2.05 ms.
Analysis of threading (Stub) on depth 5 completed in 3.26 ms.
Analysis of traceback (Stub) on depth 5 completed in 1.2 ms.
Analysis of time (Stub) on depth 5 completed in 1.33 ms.
Analysis of code (Stub) on depth 7 completed in 2.6 ms.
Analysis of zipimport (Stub) on depth 9 completed in 3.55 ms.
Analysis of codeop (Stub) on depth 8 completed in 3.56 ms.
Analysis of pkgutil (Stub) on depth 8 completed in 3.8 ms.
Analysis of shutil (Stub) on depth 4 completed in 1.74 ms.
Analysis of zipfile (Stub) on depth 4 completed in 2.1 ms.
Analysis of bz2 (Stub) on depth 5 completed in 0.58 ms.
Analysis of tarfile (Stub) on depth 4 completed in 3.01 ms.
Analysis of lzma (Stub) on depth 5 completed in 1.49 ms.
Analysis of platform (Stub) on depth 8 completed in 2.07 ms.
Analysis of encodings (Stub) on depth 6 completed in 0.13 ms.
Analysis of pathlib (Stub) on depth 4 completed in 2.15 ms.
Analysis of bisect (Library) on depth 4 completed for library in 0.95 ms.
Analysis of reprlib (Stub) on depth 5 completed in 0.65 ms.
Analysis of sre_compile (Stub) on depth 6 completed in 0.32 ms.
Analysis of struct (Stub) on depth 4 completed in 0.81 ms.
Analysis of modules loop on depth 5 in 3.45 ms:
    importlib.machinery(Stub)
    importlib(Stub)
    importlib.util(Stub)
Analysis of ast (Stub) on depth 5 completed in 0.67 ms.
Analysis of _codecs (Stub) on depth 6 completed in 4.61 ms.
Analysis of modules loop on depth 8 in 4.91 ms:
    email.message(Stub)
    email.policy(Stub)
    email.contentmanager(Stub)
Analysis of _ast (CompiledBuiltin) on depth 5 completed for library in 67.59 ms.
Analysis of _operator (Stub) on depth 6 completed in 0.2 ms.
Analysis of http (Stub) on depth 8 completed in 1 ms.
Analysis of re (Stub) on depth 5 completed in 0.91 ms.
Analysis of tty (Library) on depth 7 completed for library in 1.12 ms.
Analysis of signal (Stub) on depth 6 completed in 1.94 ms.
Analysis of tokenize (Stub) on depth 5 completed in 2.16 ms.
Analysis of socket (Stub) on depth 7 completed in 5.3 ms.
Analysis of plistlib (Stub) on depth 9 completed in 0.64 ms.
Analysis of errno (CompiledBuiltin) on depth 4 completed for library in 16.7 ms.
Analysis of select (Compiled) on depth 5 completed for library in 10.74 ms.
Analysis of zlib (Compiled) on depth 4 completed for library in 6.5 ms.
Analysis of binascii (Compiled) on depth 4 completed for library in 1.17 ms.
Analysis of stat (Library) on depth 4 completed for library in 8.03 ms.
Analysis of dis (Stub) on depth 5 completed in 1.42 ms.
Analysis of math (Compiled) on depth 3 completed for library in 1.55 ms.
Analysis of random (Stub) on depth 5 completed in 1.13 ms.
Analysis of _random (Compiled) on depth 5 completed for library in 0.34 ms.
Analysis of weakref (Stub) on depth 5 completed in 2.56 ms.
Analysis of pyexpat (Stub) on depth 11 completed in 0.66 ms.
Analysis of opcode (Library) on depth 5 completed for library in 1.25 ms.
Analysis of _weakref (CompiledBuiltin) on depth 4 completed for library in 0.5 ms.
Analysis of gzip (Stub) on depth 5 completed in 1.98 ms.
Analysis of __future__ (Library) on depth 3 completed for library in 2.53 ms.
Analysis of readline (Compiled) on depth 6 completed for library in 0.34 ms.
Analysis of datetime (Stub) on depth 9 completed in 4.36 ms.
Analysis of time (CompiledBuiltin) on depth 4 completed for library in 2.81 ms.
Analysis of modules loop on depth 3 in 1.02 ms:
    struct(Library)
    _struct(Library)
Analysis of _codecs (CompiledBuiltin) on depth 5 completed for library in 0.38 ms.
Analysis of email.iterators (Stub) on depth 9 completed in 0.13 ms.
Analysis of email.encoders (Stub) on depth 10 completed in 0.1 ms.
Analysis of email.generator (Stub) on depth 9 completed in 0.57 ms.
Analysis of email (Stub) on depth 8 completed in 0.21 ms.
Analysis of email.feedparser (Stub) on depth 10 completed in 0.29 ms.
Analysis of logging (Stub) on depth 7 completed in 4.46 ms.
Analysis of selectors (Stub) on depth 6 completed in 1.49 ms.
Analysis of zipimport (CompiledBuiltin) on depth 8 completed for library in 1.25 ms.
Analysis of ssl (Stub) on depth 10 completed in 5.7 ms.
Analysis of reprlib (Library) on depth 4 completed for library in 4.81 ms.
Analysis of _imp (Stub) on depth 6 completed in 0.28 ms.
Analysis of xml.parsers.expat (Stub) on depth 10 completed in 0.66 ms.
Analysis of codeop (Library) on depth 7 completed for library in 0.61 ms.
Analysis of socketserver (Stub) on depth 9 completed in 1.43 ms.
Analysis of _threading_local (Stub) on depth 6 completed in 0.29 ms.
Analysis of pyexpat (Compiled) on depth 10 completed for library in 4.01 ms.
Analysis of email.headerregistry (Stub) on depth 10 completed in 5.6 ms.
Analysis of _weakrefset (Library) on depth 5 completed for library in 1.25 ms.
Analysis of email.utils (Stub) on depth 9 completed in 0.5 ms.
Analysis of calendar (Stub) on depth 11 completed in 4.58 ms.
Analysis of email.parser (Stub) on depth 9 completed in 0.63 ms.
Analysis of unittest (Stub) on depth 6 completed in 7.76 ms.
Analysis of doctest (Stub) on depth 5 completed in 2.29 ms.
Analysis of http.client (Stub) on depth 9 completed in 2.29 ms.
Analysis of _imp (CompiledBuiltin) on depth 5 completed for library in 0.18 ms.
Analysis of _py_abc (Library) on depth 5 completed for library in 1.44 ms.
Analysis of http.server (Stub) on depth 8 completed in 1.28 ms.
Analysis of abc (Library) on depth 4 completed for library in 1.69 ms.
Analysis of numbers (Library) on depth 4 completed for library in 6.08 ms.
Analysis of modules loop on depth 3 in 23.44 ms:
    io(Library)
    _io(Library)
Analysis of _compression (Library) on depth 5 completed for library in 1.4 ms.
Analysis of modules loop on depth 3 in 741.89 ms:
    copy(Library)
    types(Library)
    weakref(Library)
    warnings(Library)
    _collections_abc(Library)
    sys(Library)
    inspect(Library)
    dis(Library)
    collections(Library)
    collections.abc(Library)
    enum(Library)
    importlib(Library)
    importlib.machinery(Library)
    linecache(Library)
    os(Library)
    re(Library)
    tokenize(Library)
    token(Library)
    functools(Library)
    operator(Library)
    ast(Library)
    argparse(Library)
    keyword(Library)
    heapq(Library)
    _collections(Library)
    gettext(Library)
    textwrap(Library)
    locale(Library)
    _operator(Library)
    _locale(Library)
    _bootlocale(Library)
    codecs(Library)
    _functools(Library)
    sre_compile(Library)
    sre_parse(Library)
    doctest(Library)
    posix(Library)
    posixpath(Library)
    ntpath(Library)
    subprocess(Library)
    difflib(Library)
    pdb(Library)
    traceback(Library)
    unittest(Library)
    unittest.result(Library)
    unittest.case(Library)
    unittest.suite(Library)
    unittest.loader(Library)
    unittest.main(Library)
    unittest.runner(Library)
    unittest.signals(Library)
    signal(Library)
    threading(Library)
    selectors(Library)
    _signal(Library)
    genericpath(Library)
    string(Library)
    _threading_local(Library)
    contextlib(Library)
    importlib._bootstrap_external(Library)
    shutil(Library)
    tarfile(Library)
    zipfile(Library)
    tempfile(Library)
    pickle(Library)
    fnmatch(Library)
    bz2(Library)
    lzma(Library)
    pprint(Library)
    tracemalloc(Library)
    gzip(Library)
    random(Library)
    hashlib(Library)
    importlib.util(Library)
    py_compile(Library)
    logging(Library)
    importlib.abc(Library)
    urllib.parse(Library)
    cmd(Library)
    bdb(Library)
    code(Library)
    glob(Library)
    shlex(Library)
    runpy(Library)
    pydoc(Library)
    getopt(Library)
    pkgutil(Library)
    platform(Library)
    http(Library)
    http.server(Library)
    email(Library)
    email.message(Library)
    webbrowser(Library)
    socket(Library)
    uu(Library)
    quopri(Library)
    email.utils(Library)
    email._policybase(Library)
    email.charset(Library)
    email._encoded_words(Library)
    email.generator(Library)
    email.iterators(Library)
    email.policy(Library)
    email.headerregistry(Library)
    email.contentmanager(Library)
    email.quoprimime(Library)
    email._header_value_parser(Library)
    base64(Library)
    email.base64mime(Library)
    email.encoders(Library)
    email.header(Library)
    datetime(Library)
    email._parseaddr(Library)
    calendar(Library)
    unittest.util(Library)
    plistlib(Library)
    email.parser(Library)
    optparse(Library)
    email.feedparser(Library)
    html(Library)
    http.client(Library)
    mimetypes(Library)
    socketserver(Library)
    xml.parsers.expat(Library)
    _strptime(Library)
    _datetime(Library)
    ssl(Library)
    encodings(Library)
    encodings.mbcs(Library)
Analysis of torch.nn._reduction (Library) on depth 4 completed for library in 0.34 ms.
Analysis of torch.utils.hooks (Library) on depth 4 completed for library in 0.86 ms.
Analysis of queue (Library) on depth 3 completed for library in 2.52 ms.
Analysis of pathlib (Library) on depth 3 completed for library in 14.04 ms.
Analysis of torch._six (Library) on depth 2 completed for library in 1.32 ms.
Analysis of torch.nn.modules.utils (Library) on depth 4 completed for library in 0.35 ms.
Analysis of modules loop on depth 3 in 21.19 ms:
    ctypes(Library)
    ctypes._endian(Library)
Analysis of modules loop on depth 1 in 163.28 ms:
    torch(Library)
    torch.nn(Library)
    torch.nn.modules(Library)
    torch.nn.parameter(Library)
    torch.nn.parallel(Library)
    torch.nn.init(Library)
    torch.nn.utils(Library)
    torch.random(Library)
    torch._tensor_str(Library)
    torch.functional(Library)
    torch.serialization(Library)
    torch.autograd(Library)
    torch.cuda(Library)
    torch.optim(Library)
    torch.nn.utils.rnn(Library)
    torch.nn.utils.clip_grad(Library)
    torch.nn.utils.weight_norm(Library)
    torch.nn.utils.convert_parameters(Library)
    torch.nn.utils.spectral_norm(Library)
    torch.nn.utils.fusion(Library)
    torch.nn.modules.module(Library)
    torch.nn.modules.activation(Library)
    torch.nn.modules.adaptive(Library)
    torch.nn.modules.batchnorm(Library)
    torch.nn.modules.container(Library)
    torch.nn.modules.conv(Library)
    torch.nn.modules.distance(Library)
    torch.nn.modules.dropout(Library)
    torch.nn.modules.fold(Library)
    torch.nn.modules.instancenorm(Library)
    torch.nn.modules.linear(Library)
    torch.nn.modules.loss(Library)
    torch.nn.modules.normalization(Library)
    torch.nn.modules.padding(Library)
    torch.nn.modules.pixelshuffle(Library)
    torch.nn.modules.pooling(Library)
    torch.nn.modules.rnn(Library)
    torch.nn.modules.sparse(Library)
    torch.nn.modules.upsampling(Library)
    torch.nn.modules.upsampling(Stub)
    torch.nn.functional(Library)
    torch.nn.functional(Stub)
    torch.nn._functions.vision(Library)
    torch.nn.grad(Library)
    torch.nn._VF(Library)
    torch._jit_internal(Library)
    torch.nn.parallel.data_parallel(Library)
    torch.nn.parallel.distributed(Library)
    torch.nn.parallel.parallel_apply(Library)
    torch.nn.parallel.replicate(Library)
    torch.nn.parallel.scatter_gather(Library)
    torch.nn.parallel.common_types(Library)
    torch.nn.parallel.scatter_gather(Stub)
    torch.nn.parallel._functions(Library)
    torch.nn.modules.activation(Stub)
    torch.cuda.comm(Library)
    torch.cuda._utils(Library)
    torch.cuda.nccl(Library)
    torch._utils(Library)
    torch.nn.modules.adaptive(Stub)
    torch.nn.modules.container(Stub)
    torch.nn.modules.batchnorm(Stub)
    torch.nn.modules._functions(Library)
    torch.nn.parallel.parallel_apply(Stub)
    torch.nn.modules.conv(Stub)
    torch.nn.common_types(Library)
    torch.autograd.function(Library)
    torch.nn.modules.distance(Stub)
    torch.nn.modules.instancenorm(Stub)
    torch.utils(Library)
    torch.nn.modules.linear(Stub)
    torch.utils.throughput_benchmark(Library)
    torch.nn.modules.loss(Stub)
    torch.nn.modules.rnn(Stub)
    torch.backends.cudnn(Library)
    torch.backends.cudnn.rnn(Library)
    torch.optim.sgd(Library)
    torch.optim.adam(Library)
    torch.optim.lr_scheduler(Library)
    torch.optim.sgd(Stub)
    torch.optim.optimizer(Library)
    torch.optim.lr_scheduler(Stub)
Analysis of useless (User) on depth 0 completed in 0.25 ms.
Indexing libraries.
Analysis complete: 456 modules in 3181.23 ms.
Analysis version 752 of 456 entries has been completed in 1340.69 ms.

[sachit-menon]

Agh, that's unfortunate. Thanks for the heads up. @MikhailArkhipov ?

@vict0rsch if we don't get a response here I can make a new issue, since it seems that this (+ the others about this problem) are abandoned...

[jakebailey]

Please, don't open a new issue. We're aware of this and will just close them as duplicates (as we should have for #1937). We simply have not had the time to dive into this issue and try to reproduce/fix it.

[sachit-menon]

Got it, appreciate you communicating that you're aware of it. Eager to hear any updates as they come up. Thanks!

[saeedizadi]

Hi, Is there any fix/update on this?

[zlcnup]

@MikhailArkhipov I have the same issue in Server A, but normal in Server B. They have the same version of vscode-server(version 1.45.1)/LS(version 0.5.50.0)/torch(version 1.4.0), except for Server B with the network. Server B: Server A:

The main difference in log: Server B: Import: torch /opt/conda/envs/py37/lib/python3.7/site-packages/torch/__init__.py Analysis of torch (Library) queued. Dependencies: torch, os, sys, platform, torch._utils, torch._utils_internal, torch.version, torch._six, numpy, torch._dl, torch._C, torch.random, torch.serialization, torch._tensor_str, torch.tensor, torch.storage, torch.functional, torch.cuda, torch.autograd, torch.nn, torch.nn.intrinsic, torch.nn.quantized, torch.optim, torch.multiprocessing, torch.sparse, torch.utils, torch.utils.backcompat, torch.onnx, torch.jit, torch.hub, torch.distributions, torch.testing, torch.backends, torch.backends.cuda, torch.backends.mkl, torch.backends.openmp, torch.backends.quantized, torch.quantization, torch.utils.data, torch.__config__, torch.__future__, torch._torch_docs, torch._tensor_docs, torch._storage_docs, torch._ops, torch._classes, torch.quasirandom

Server A: [NO Import] 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

[markste-in]

I have the same behaviour not just in VSCode 1.47.3/v2020.7.96456 but also in PyCharm 2020.2 with Python 3.7.7

[MikhailArkhipov]

Have you tried Pylance server?

[akwasigroch]

I have similar issue. Autocomplete didn't work with Pytorch on remote servers (localy everything was OK). I tried Pylance, and it works great, it also support IntelliCode

[toddwyl]

@markste-in @zlcnup @MikhailArkhipov

Issue:

I have the same issue. And torch and torch.nn and numpy.random have no IntelliSense.

Solution:

I tried a lot of method and found a solution maybe work. I set Python: Language Server with Microsoft, but enable jedi.

"python.jediEnabled": true,

After u modified it, u should reload the vscode.

Downgrade version

And remember downgrade the extension-python version.

If I use version 2020.8.101144, I cannot enable jedi. And get no IntelliSense.

If I use verision 2020.5.78807, it work well.

[MikhailArkhipov]

Language server version is unrelated to Python extension version. They are not bundled and updated separately. jediEnabled setting no longer exists, since around July release of the extension. It is now simple list of Jedi, Microsoft and Pylance in the languageServer setting.

[toddwyl]

Language server version is unrelated to Python extension version. They are not bundled and updated separately. jediEnabled setting no longer exists, since around July release of the extension. It is now simple list of Jedi, Microsoft and Pylance in the languageServer setting.

Yes, I tried to select Jedi languageServer in version 2020.8.101144, and it work well. Thanks.