jupyter / nbconvert

Jupyter Notebook Conversion
https://nbconvert.readthedocs.io/
BSD 3-Clause "New" or "Revised" License
1.74k stars 568 forks source link

zmq.error.ZMQError: Address already in use #1066

Open hustwolf opened 5 years ago

hustwolf commented 5 years ago

i use nbconvert to convert notebook to html. occasionally may come to this error of "zmq.error.ZMQError: Address already in use" the full error stacktrace is [NbConvertApp] Executing notebook with kernel: python3 Traceback (most recent call last): File "/data/anaconda3/envs/jupyterhub/lib/python3.6/runpy.py", line 193, in _run_module_as_main "main", mod_spec) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/runpy.py", line 85, in _run_code exec(code, run_globals) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/ipykernel_launcher.py", line 16, in app.launch_new_instance() File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/traitlets/config/application.py", line 657, in launch_instance app.initialize(argv) File "", line 2, in initialize File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/traitlets/config/application.py", line 87, in catch_config_error return method(app, *args, kwargs) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/ipykernel/kernelapp.py", line 456, in initialize self.init_sockets() File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/ipykernel/kernelapp.py", line 243, in init_sockets self.stdin_port = self._bind_socket(self.stdin_socket, self.stdin_port) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/ipykernel/kernelapp.py", line 180, in _bind_socket s.bind("tcp://%s:%i" % (self.ip, port)) File "zmq/backend/cython/socket.pyx", line 495, in zmq.backend.cython.socket.Socket.bind File "zmq/backend/cython/checkrc.pxd", line 25, in zmq.backend.cython.checkrc._check_rc zmq.error.ZMQError: Address already in use Traceback (most recent call last): File "/data/anaconda3/envs/jupyterhub/bin/jupyter-nbconvert", line 11, in sys.exit(main()) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/jupyter_core/application.py", line 266, in launch_instance return super(JupyterApp, cls).launch_instance(argv=argv, kwargs) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/traitlets/config/application.py", line 658, in launch_instance app.start() File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/nbconvertapp.py", line 325, in start self.convert_notebooks() File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/nbconvertapp.py", line 493, in convert_notebooks self.convert_single_notebook(notebook_filename) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/nbconvertapp.py", line 464, in convert_single_notebook output, resources = self.export_single_notebook(notebook_filename, resources, input_buffer=input_buffer) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/nbconvertapp.py", line 393, in export_single_notebook output, resources = self.exporter.from_filename(notebook_filename, resources=resources) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/exporters/exporter.py", line 174, in from_filename return self.from_file(f, resources=resources, kw) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/exporters/exporter.py", line 192, in from_file return self.from_notebook_node(nbformat.read(file_stream, as_version=4), resources=resources, kw) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/exporters/html.py", line 85, in from_notebook_node return super(HTMLExporter, self).from_notebook_node(nb, resources, kw) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/exporters/templateexporter.py", line 280, in from_notebook_node nb_copy, resources = super(TemplateExporter, self).from_notebook_node(nb, resources, kw) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/exporters/exporter.py", line 134, in from_notebook_node nb_copy, resources = self._preprocess(nb_copy, resources) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/exporters/exporter.py", line 311, in _preprocess nbc, resc = preprocessor(nbc, resc) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/preprocessors/base.py", line 47, in call return self.preprocess(nb, resources) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/preprocessors/execute.py", line 257, in preprocess cwd=path) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/nbconvert/preprocessors/execute.py", line 241, in start_new_kernel kc.wait_for_ready(timeout=startup_timeout) File "/data/anaconda3/envs/jupyterhub/lib/python3.6/site-packages/jupyter_client/blocking/client.py", line 120, in wait_for_ready raise RuntimeError('Kernel died before replying to kernel_info') RuntimeError: Kernel died before replying to kernel_info

since my job is a cron job by every hour, this error occurs or may not occur

Nbconvert version: 5.3.1

MSeal commented 5 years ago

Given you're on an old version of nbconvert I am guessing you're also on old versions of it'd dependencies. I do highly recommend upgrading versions and seeing if the issue goes away.

As a secondary possible issue, are you launching multiple nbconvert calls at the same time or have other kernels being launched simultaneously? There's some known race conditions that I've been helping track down. Upgrading your jupyter_client to the latest releast will eliminate one dead lock condition that can cause that message. Another is pending a PR merge/release in https://github.com/ipython/ipykernel/pull/412 . And the final fix in nbconvert is merged but waiting on the ipykernel PR before releasing which enables parallel processing over nbconvert (I don't think you're hitting this one atm).

MSeal commented 5 years ago

FYI this should now be fixed in ipykernel 5.1.2 -- it was occurring if there were two kernels launched close to each other, with an unresolved race condition for the port.

theSuiGenerisAakash commented 4 years ago

Nope, not fixed yet in 5.1.2

Manoj-sahu commented 4 years ago

I am still facing this issue in ipykernel 5.1.3, nbconvert 5.6.1. Executing the notebook in Docker container.

maartenbreddels commented 4 years ago

Could you try upgrading jupyter_client instead (5.3.4)? @martinRenou: you fixed this right, or can it still happen?

MSeal commented 4 years ago

Hmm... how reproducible is the issue for you? How are you running nbconvert and is there any other processes or notebook related tasks running in parallel? Is the file system mounted or internal to the container?

martinRenou commented 4 years ago

you fixed this right, or can it still happen?

It can technically still happen. In the case of multiple KernelManagers (multiple servers) on the same machine for example. What I did was only a workaround, I added a cache of the current ports that are used, to prevent the kernel manager to choose the same port for multiple kernels.

varunpatro commented 3 years ago

Can we reopen this issue?

I continue to see these errors and I'm not so sure how to proceed.

@martinRenou do you think there's a easy workaround for this?

How robust do you think it's to just have a retry loop?

invisibleroads commented 3 years ago

This error still appears even after upgrading to ipykernel-5.5.0 and jupyter-client-6.1.12.

ddj116 commented 3 years ago

Does anyone have a workaround or suggested resolution for this? We've got jupyter-nbconvert calls operating in parallel as part of our CI system and we hit this error maybe 25% of the time, creating a bunch of false-positive failures in our testing pipeline.

Is jupyter-nbconvert intended to be parallel safe?

MSeal commented 3 years ago

It is intended to be parallel safe. There was a lot of work in nbclient and jupyter_client to support it at the library level.

The root problem is likely this one: https://github.com/jupyter/jupyter_client/issues/487 where we're having port conflicts with two kernels lanching at the same time. My work on that got interrupted by having a child :baby: so it never got fixed as proposed in that thread. It's back in my queue but I'm not sure when I'll have the time to finish implementation.

ddj116 commented 3 years ago

Thanks for the update @MSeal !

ManPython commented 3 years ago

All who have problem around should check option c.KernelManager.transport = "ipc"

yllgl commented 3 years ago

All who have problem around should check option c.KernelManager.transport = "ipc"

I just tried it. Although no error output, the process hangs. I just use pytorch_lightning:

model = CycleGAN()
ds = DataModule()
trainer = pl.Trainer(max_epochs=1,fast_dev_run=True,gpus=-1,accelerator='ddp',weights_summary=None)
trainer.fit(model, ds)
basnijholt commented 3 years ago

All who have problem around should check option c.KernelManager.transport = "ipc"

Is there anyone that can confirm that this solution actually fixed their problem?

ManPython commented 3 years ago

@basnijholt for me still working, but I not changed anything around env, lobs, etc.

basnijholt commented 3 years ago

Unfortunately, this didn't work in our CI pipelines.

I managed to circumvent the issue by setting up the kernel in a locked context before calling execute():

import asyncio
from pathlib import Path

import nbformat
import portalocker
from nbclient import NotebookClient

def run_nb(filename: Path = Path("some_notebook.ipynb")):
    nb = nbformat.read(filename)
    executor = NotebookClient(
        nb,
        kernel_name="python3",
        resources={"metadata": {"path": filename.parent}},
    )

    # Prepare kernel
    executor.km = executor.create_kernel_manager()
    with portalocker.Lock("jupyter_kernel.lock", timeout=300):
        asyncio.run(executor.async_start_new_kernel())
        asyncio.run(executor.async_start_new_kernel_client())

    return executor.execute()
ManPython commented 3 years ago

@basnijholt I think taht Your case is diffrent coz you use jupyter? Right? Try outside jupyter. For jupyter you need management around extensions propably.

jeanmonet commented 1 year ago

I kept getting the following:

Traceback (most recent call last):
  File "<frozen runpy>", line 198, in _run_module_as_main
  File "<frozen runpy>", line 88, in _run_code
  File "/opt/miniconda3/envs/pt/lib/python3.11/site-packages/ipykernel_launcher.py", line 17, in <module>
    app.launch_new_instance()
  File "/opt/miniconda3/envs/pt/lib/python3.11/site-packages/traitlets/config/application.py", line 1042, in launch_instance
    app.initialize(argv)
  File "/opt/miniconda3/envs/pt/lib/python3.11/site-packages/traitlets/config/application.py", line 113, in inner
    return method(app, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/miniconda3/envs/pt/lib/python3.11/site-packages/ipykernel/kernelapp.py", line 678, in initialize
    self.init_sockets()
  File "/opt/miniconda3/envs/pt/lib/python3.11/site-packages/ipykernel/kernelapp.py", line 332, in init_sockets
    self.init_iopub(context)
  File "/opt/miniconda3/envs/pt/lib/python3.11/site-packages/ipykernel/kernelapp.py", line 361, in init_iopub
    self.iopub_port = self._bind_socket(self.iopub_socket, self.iopub_port)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/miniconda3/envs/pt/lib/python3.11/site-packages/ipykernel/kernelapp.py", line 252, in _bind_socket
    return self._try_bind_socket(s, port)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/miniconda3/envs/pt/lib/python3.11/site-packages/ipykernel/kernelapp.py", line 228, in _try_bind_socket
    s.bind("tcp://%s:%i" % (self.ip, port))
  File "/opt/miniconda3/envs/pt/lib/python3.11/site-packages/zmq/sugar/socket.py", line 301, in bind
    super().bind(addr)
  File "zmq/backend/cython/socket.pyx", line 564, in zmq.backend.cython.socket.Socket.bind
  File "zmq/backend/cython/checkrc.pxd", line 28, in zmq.backend.cython.checkrc._check_rc
zmq.error.ZMQError: Address already in use

It seems to have been fixed by setting c.KernelManager.transport = "ipc" in Jupyter Lab configuration file.

Environment (Ubuntu 22.04):

# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       2_gnu    conda-forge
aiofiles                  22.1.0             pyhd8ed1ab_0    conda-forge
aiosqlite                 0.18.0             pyhd8ed1ab_0    conda-forge
alsa-lib                  1.2.8                h166bdaf_0    conda-forge
anyio                     3.6.2              pyhd8ed1ab_0    conda-forge
argon2-cffi               21.3.0             pyhd8ed1ab_0    conda-forge
argon2-cffi-bindings      21.2.0          py311hd4cff14_3    conda-forge
asttokens                 2.2.1              pyhd8ed1ab_0    conda-forge
attr                      2.5.1                h166bdaf_1    conda-forge
attrs                     22.2.0             pyh71513ae_0    conda-forge
babel                     2.12.1             pyhd8ed1ab_1    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                pyhd8ed1ab_3    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
beautifulsoup4            4.12.0             pyha770c72_0    conda-forge
blas                      1.0                         mkl    conda-forge
bleach                    6.0.0              pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h166bdaf_8    conda-forge
brotli-bin                1.0.9                h166bdaf_8    conda-forge
brotlipy                  0.7.0           py311h9bf148f_1002    pytorch-nightly
bzip2                     1.0.8                h7f98852_4    conda-forge
ca-certificates           2022.12.7            ha878542_0    conda-forge
cairo                     1.16.0            ha61ee94_1014    conda-forge
certifi                   2022.12.7          pyhd8ed1ab_0    conda-forge
cffi                      1.15.1          py311h9bf148f_3    pytorch-nightly
charset-normalizer        2.1.1              pyhd8ed1ab_0    conda-forge
comm                      0.1.3              pyhd8ed1ab_0    conda-forge
contourpy                 1.0.7           py311ha3edf6b_0    conda-forge
cryptography              38.0.4          py311h46ebde7_0    pytorch-nightly
cuda-cudart               11.8.89                       0    nvidia
cuda-cupti                11.8.87                       0    nvidia
cuda-libraries            11.8.0                        0    nvidia
cuda-nvrtc                11.8.89                       0    nvidia
cuda-nvtx                 11.8.86                       0    nvidia
cuda-runtime              11.8.0                        0    nvidia
cudatoolkit               11.8.0              h37601d7_11    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
dbus                      1.13.6               h5008d03_3    conda-forge
debugpy                   1.6.6           py311hcafe171_0    conda-forge
decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
entrypoints               0.4                pyhd8ed1ab_0    conda-forge
executing                 1.2.0              pyhd8ed1ab_0    conda-forge
expat                     2.5.0                h27087fc_0    conda-forge
ffmpeg                    4.3                  hf484d3e_0    pytorch
fftw                      3.3.10          nompi_hf0379b8_106    conda-forge
filelock                  3.9.0                   py311_0    pytorch-nightly
flit-core                 3.8.0              pyhd8ed1ab_0    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.2               h14ed4e7_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.39.2          py311h2582759_0    conda-forge
freetype                  2.12.1               hca18f0e_1    conda-forge
gettext                   0.21.1               h27087fc_0    conda-forge
giflib                    5.2.1                h0b41bf4_3    conda-forge
glib                      2.74.1               h6239696_1    conda-forge
glib-tools                2.74.1               h6239696_1    conda-forge
gmp                       6.2.1                h58526e2_0    conda-forge
gmpy2                     2.1.2           py311h6a5fa03_1    conda-forge
gnutls                    3.6.13               h85f3911_1    conda-forge
graphite2                 1.3.13            h58526e2_1001    conda-forge
gst-plugins-base          1.22.0               h4243ec0_2    conda-forge
gstreamer                 1.22.0               h25f0c4b_2    conda-forge
gstreamer-orc             0.4.33               h166bdaf_0    conda-forge
harfbuzz                  6.0.0                h8e241bc_0    conda-forge
icu                       70.1                 h27087fc_0    conda-forge
idna                      3.4                pyhd8ed1ab_0    conda-forge
importlib-metadata        6.1.0              pyha770c72_0    conda-forge
importlib_metadata        6.1.0                hd8ed1ab_0    conda-forge
importlib_resources       5.12.0             pyhd8ed1ab_0    conda-forge
intel-openmp              2023.0.0         h9e868ea_25371
ipykernel                 6.22.0             pyh210e3f2_0    conda-forge
ipython                   8.11.0             pyh41d4057_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
jack                      1.9.22               h11f4161_0    conda-forge
jedi                      0.18.2             pyhd8ed1ab_0    conda-forge
jinja2                    3.1.2              pyhd8ed1ab_1    conda-forge
jpeg                      9e                   h0b41bf4_3    conda-forge
json5                     0.9.5              pyh9f0ad1d_0    conda-forge
jsonschema                4.17.3             pyhd8ed1ab_0    conda-forge
jupyter_client            8.1.0              pyhd8ed1ab_0    conda-forge
jupyter_core              5.3.0           py311h38be061_0    conda-forge
jupyter_events            0.6.3              pyhd8ed1ab_0    conda-forge
jupyter_server            2.5.0              pyhd8ed1ab_0    conda-forge
jupyter_server_fileid     0.8.0              pyhd8ed1ab_0    conda-forge
jupyter_server_terminals  0.4.4              pyhd8ed1ab_1    conda-forge
jupyter_server_ydoc       0.8.0              pyhd8ed1ab_0    conda-forge
jupyter_ydoc              0.2.3              pyhd8ed1ab_0    conda-forge
jupyterlab                3.6.2              pyhd8ed1ab_0    conda-forge
jupyterlab_pygments       0.2.2              pyhd8ed1ab_0    conda-forge
jupyterlab_server         2.21.0             pyhd8ed1ab_0    conda-forge
keyutils                  1.6.1                h166bdaf_0    conda-forge
kiwisolver                1.4.4           py311h4dd048b_1    conda-forge
krb5                      1.20.1               h81ceb04_0    conda-forge
lame                      3.100             h166bdaf_1003    conda-forge
lcms2                     2.15                 hfd0df8a_0    conda-forge
ld_impl_linux-64          2.40                 h41732ed_0    conda-forge
lerc                      4.0.0                h27087fc_0    conda-forge
libblas                   3.9.0           1_h86c2bf4_netlib    conda-forge
libbrotlicommon           1.0.9                h166bdaf_8    conda-forge
libbrotlidec              1.0.9                h166bdaf_8    conda-forge
libbrotlienc              1.0.9                h166bdaf_8    conda-forge
libcap                    2.67                 he9d0100_0    conda-forge
libcblas                  3.9.0           5_h92ddd45_netlib    conda-forge
libclang                  15.0.7          default_had23c3d_1    conda-forge
libclang13                15.0.7          default_h3e3d535_1    conda-forge
libcublas                 11.11.3.6                     0    nvidia
libcufft                  10.9.0.58                     0    nvidia
libcufile                 1.6.0.25                      0    nvidia
libcups                   2.3.3                h36d4200_3    conda-forge
libcurand                 10.3.2.56                     0    nvidia
libcusolver               11.4.1.48                     0    nvidia
libcusparse               11.7.5.86                     0    nvidia
libdb                     6.2.32               h9c3ff4c_0    conda-forge
libdeflate                1.17                 h0b41bf4_0    conda-forge
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libevent                  2.1.10               h28343ad_4    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libflac                   1.4.2                h27087fc_0    conda-forge
libgcc-ng                 12.2.0              h65d4601_19    conda-forge
libgcrypt                 1.10.1               h166bdaf_0    conda-forge
libgfortran-ng            12.2.0              h69a702a_19    conda-forge
libgfortran5              12.2.0              h337968e_19    conda-forge
libglib                   2.74.1               h606061b_1    conda-forge
libgomp                   12.2.0              h65d4601_19    conda-forge
libgpg-error              1.46                 h620e276_0    conda-forge
libhwloc                  2.9.0                hd6dc26d_0    conda-forge
libiconv                  1.17                 h166bdaf_0    conda-forge
liblapack                 3.9.0           5_h92ddd45_netlib    conda-forge
libllvm15                 15.0.7               hadd5161_1    conda-forge
libnpp                    11.8.0.86                     0    nvidia
libnsl                    2.0.0                h7f98852_0    conda-forge
libnvjpeg                 11.9.0.86                     0    nvidia
libogg                    1.3.4                h7f98852_1    conda-forge
libopus                   1.3.1                h7f98852_1    conda-forge
libpng                    1.6.39               h753d276_0    conda-forge
libpq                     15.2                 hb675445_0    conda-forge
libsndfile                1.2.0                hb75c966_0    conda-forge
libsodium                 1.0.18               h36c2ea0_1    conda-forge
libsqlite                 3.40.0               h753d276_0    conda-forge
libstdcxx-ng              12.2.0              h46fd767_19    conda-forge
libsystemd0               253                  h8c4010b_1    conda-forge
libtiff                   4.5.0                h6adf6a1_2    conda-forge
libtool                   2.4.7                h27087fc_0    conda-forge
libudev1                  253                  h0b41bf4_1    conda-forge
libuuid                   2.32.1            h7f98852_1000    conda-forge
libuv                     1.44.2               h166bdaf_0    conda-forge
libvorbis                 1.3.7                h9c3ff4c_0    conda-forge
libwebp                   1.2.4                h1daa5a0_1    conda-forge
libwebp-base              1.2.4                h166bdaf_0    conda-forge
libxcb                    1.13              h7f98852_1004    conda-forge
libxkbcommon              1.5.0                h79f4944_1    conda-forge
libxml2                   2.10.3               hca2bb57_4    conda-forge
libzlib                   1.2.13               h166bdaf_4    conda-forge
lz4-c                     1.9.4                hcb278e6_0    conda-forge
markupsafe                2.1.2           py311h2582759_0    conda-forge
matplotlib                3.7.1           py311h38be061_0    conda-forge
matplotlib-base           3.7.1           py311h8597a09_0    conda-forge
matplotlib-inline         0.1.6              pyhd8ed1ab_0    conda-forge
mistune                   2.0.5              pyhd8ed1ab_0    conda-forge
mkl                       2023.0.0         h6d00ec8_25399
mpc                       1.3.1                hfe3b2da_0    conda-forge
mpfr                      4.2.0                hb012696_0    conda-forge
mpg123                    1.31.3               hcb278e6_0    conda-forge
mpmath                    1.2.1                   py311_0    pytorch-nightly
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
mysql-common              8.0.32               ha901b37_1    conda-forge
mysql-libs                8.0.32               hd7da12d_1    conda-forge
nbclassic                 0.5.3              pyhb4ecaf3_3    conda-forge
nbclient                  0.7.2              pyhd8ed1ab_0    conda-forge
nbconvert                 7.2.9              pyhd8ed1ab_0    conda-forge
nbconvert-core            7.2.9              pyhd8ed1ab_0    conda-forge
nbconvert-pandoc          7.2.9              pyhd8ed1ab_0    conda-forge
nbformat                  5.8.0              pyhd8ed1ab_0    conda-forge
ncurses                   6.3                  h27087fc_1    conda-forge
nest-asyncio              1.5.6              pyhd8ed1ab_0    conda-forge
nettle                    3.6                  he412f7d_0    conda-forge
networkx                  3.0                pyhd8ed1ab_0    conda-forge
nodejs                    18.15.0              h8d033a5_0    conda-forge
notebook                  6.5.3              pyha770c72_0    conda-forge
notebook-shim             0.2.2              pyhd8ed1ab_0    conda-forge
nspr                      4.35                 h27087fc_0    conda-forge
nss                       3.89                 he45b914_0    conda-forge
numpy                     1.24.2          py311h8e6699e_0    conda-forge
openh264                  2.1.1                h780b84a_0    conda-forge
openssl                   3.1.0                h0b41bf4_0    conda-forge
packaging                 23.0               pyhd8ed1ab_0    conda-forge
pandas                    1.5.3           py311h2872171_0    conda-forge
pandoc                    3.1.1                h32600fe_0    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
pcre2                     10.40                hc3806b6_0    conda-forge
pexpect                   4.8.0              pyh1a96a4e_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    9.3.0           py311h3fd9d12_2    pytorch-nightly
pip                       23.0.1             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
pkgutil-resolve-name      1.3.10             pyhd8ed1ab_0    conda-forge
platformdirs              3.1.1              pyhd8ed1ab_0    conda-forge
plotly                    5.13.1             pyhd8ed1ab_0    conda-forge
ply                       3.11                       py_1    conda-forge
pooch                     1.7.0              pyha770c72_3    conda-forge
prometheus_client         0.16.0             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.38             pyha770c72_0    conda-forge
prompt_toolkit            3.0.38               hd8ed1ab_0    conda-forge
psutil                    5.9.4           py311hd4cff14_0    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pulseaudio                16.1                 hcb278e6_3    conda-forge
pulseaudio-client         16.1                 h5195f5e_3    conda-forge
pulseaudio-daemon         16.1                 ha8d29e2_3    conda-forge
pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pygments                  2.14.0             pyhd8ed1ab_0    conda-forge
pyopenssl                 23.1.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.0.9              pyhd8ed1ab_0    conda-forge
pyqt                      5.15.7          py311ha74522f_3    conda-forge
pyqt5-sip                 12.11.0         py311hcafe171_3    conda-forge
pyrsistent                0.19.3          py311h2582759_0    conda-forge
pysocks                   1.7.1                   py311_0    pytorch-nightly
python                    3.11.0          he550d4f_1_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-fastjsonschema     2.16.3             pyhd8ed1ab_0    conda-forge
python-json-logger        2.0.7              pyhd8ed1ab_0    conda-forge
python_abi                3.11                    3_cp311    conda-forge
pytorch                   2.1.0.dev20230324 py3.11_cuda11.8_cudnn8.7.0_0    pytorch-nightly
pytorch-cuda              11.8                 h7e8668a_3    pytorch-nightly
pytorch-mutex             1.0                        cuda    pytorch-nightly
pytz                      2022.7.1           pyhd8ed1ab_0    conda-forge
pyyaml                    6.0             py311hd4cff14_5    conda-forge
pyzmq                     25.0.2          py311hd6ccaeb_0    conda-forge
qt-main                   5.15.8               h5d23da1_6    conda-forge
readline                  8.2                  h8228510_1    conda-forge
requests                  2.28.1                  py311_0    pytorch-nightly
rfc3339-validator         0.1.4              pyhd8ed1ab_0    conda-forge
rfc3986-validator         0.1.1              pyh9f0ad1d_0    conda-forge
scipy                     1.10.1          py311h8e6699e_0    conda-forge
send2trash                1.8.0              pyhd8ed1ab_0    conda-forge
setuptools                67.6.0             pyhd8ed1ab_0    conda-forge
sip                       6.7.7           py311hcafe171_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
sniffio                   1.3.0              pyhd8ed1ab_0    conda-forge
soupsieve                 2.3.2.post1        pyhd8ed1ab_0    conda-forge
stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
sympy                     1.11.1          pypyh9d50eac_103    conda-forge
tbb                       2021.8.0             hf52228f_0    conda-forge
tenacity                  8.2.2              pyhd8ed1ab_0    conda-forge
terminado                 0.17.1             pyh41d4057_0    conda-forge
tinycss2                  1.2.1              pyhd8ed1ab_0    conda-forge
tk                        8.6.12               h27826a3_0    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
torchaudio                2.1.0.dev20230324     py311_cu118    pytorch-nightly
torchtriton               2.1.0+e650d3708b           py311    pytorch-nightly
torchvision               0.16.0.dev20230324     py311_cu118    pytorch-nightly
tornado                   6.2             py311hd4cff14_1    conda-forge
traitlets                 5.9.0              pyhd8ed1ab_0    conda-forge
typing-extensions         4.5.0                hd8ed1ab_0    conda-forge
typing_extensions         4.5.0              pyha770c72_0    conda-forge
tzdata                    2023b                h71feb2d_0    conda-forge
urllib3                   1.26.14                 py311_0    pytorch-nightly
wcwidth                   0.2.6              pyhd8ed1ab_0    conda-forge
webencodings              0.5.1                      py_1    conda-forge
websocket-client          1.5.1              pyhd8ed1ab_0    conda-forge
wheel                     0.40.0             pyhd8ed1ab_0    conda-forge
xcb-util                  0.4.0                h516909a_0    conda-forge
xcb-util-image            0.4.0                h166bdaf_0    conda-forge
xcb-util-keysyms          0.4.0                h516909a_0    conda-forge
xcb-util-renderutil       0.3.9                h166bdaf_0    conda-forge
xcb-util-wm               0.4.1                h516909a_0    conda-forge
xkeyboard-config          2.38                 h0b41bf4_0    conda-forge
xorg-kbproto              1.0.7             h7f98852_1002    conda-forge
xorg-libice               1.0.10               h7f98852_0    conda-forge
xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
xorg-libx11               1.8.4                h0b41bf4_0    conda-forge
xorg-libxau               1.0.9                h7f98852_0    conda-forge
xorg-libxdmcp             1.1.3                h7f98852_0    conda-forge
xorg-libxext              1.3.4                h0b41bf4_2    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-renderproto          0.11.1            h7f98852_1002    conda-forge
xorg-xextproto            7.3.0             h0b41bf4_1003    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge
y-py                      0.5.9           py311hfe55011_0    conda-forge
yaml                      0.2.5                h7f98852_2    conda-forge
ypy-websocket             0.8.2              pyhd8ed1ab_0    conda-forge
zeromq                    4.3.4                h9c3ff4c_1    conda-forge
zipp                      3.15.0             pyhd8ed1ab_0    conda-forge
zlib                      1.2.13               h166bdaf_4    conda-forge
zstd                      1.5.2                h3eb15da_6    conda-forge