MNIST example fails with a BUS ERROR #118
Comments
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I think it's not an autokeras error. if __name__=='__main__':
(X_train, Y_train), (X_test, Y_test) = mnist.load_data()
X_train = X_train.reshape(X_train.shape + (1,))
X_test = X_test.reshape(X_test.shape + (1,))
clf = ak.ImageClassifier(verbose=True, augment=False)
clf.fit(X_train, Y_train) |
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Tried it. Still keep getting the error. |
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Having a similar problem: Initializing search. |
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I have the same issue. anyone has the answer? |
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Any advice on how this could be done, please? You don't mean physical dismounting, do you? |
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Here's what I get from nvidia-smi: Fri Aug 31 10:03:59 2018 +-----------------------------------------------------------------------------+ |
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I figured it out for myself. The docker container I was using was 2G memory. I increased it to 16G and restarted the docker image by adding |
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I got the same issue. And I have 24 GB memory for my docker container to use. There is only one GTX 1080 GPU. |
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same with @lincoln-jiang |
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I think @eagleoflqj comment is right but we need put code in the main function as follow. Ref: https://stackoverflow.com/questions/24374288/where-to-put-freeze-support-in-a-python-script |
It helps ! Thanks |
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Having a same problem Is this error cause by #26 ? |
That issue is already fixed, it won't cause a bus error. Thanks. |
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This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions. |
and others
Bug Description
When I try to run the example code on the MNIST dataset,
`
import autokeras as ak
from keras.datasets import mnist
(X_train, Y_train), (X_test, Y_test) = mnist.load_data()
X_train = X_train.reshape(X_train.shape + (1,))
X_test = X_test.reshape(X_test.shape + (1,))
clf = ak.ImageClassifier(verbose=True, augment=False)
clf.fit(X_train, Y_train)
`
it starts but fails with the following following error:
Initializing search.
Initialization finished.
Training model 0
Traceback (most recent call last):
File "", line 1, in
File "/opt/conda/lib/python3.6/multiprocessing/spawn.py", line 105, in spawn_main
exitcode = _main(fd)
File "/opt/conda/lib/python3.6/multiprocessing/spawn.py", line 114, in _main
prepare(preparation_data)
File "/opt/conda/lib/python3.6/multiprocessing/spawn.py", line 225, in prepare
_fixup_main_from_path(data['init_main_from_path'])
File "/opt/conda/lib/python3.6/multiprocessing/spawn.py", line 277, in _fixup_main_from_path
run_name="mp_main")
File "/opt/conda/lib/python3.6/runpy.py", line 263, in run_path
pkg_name=pkg_name, script_name=fname)
File "/opt/conda/lib/python3.6/runpy.py", line 96, in _run_module_code
mod_name, mod_spec, pkg_name, script_name)
File "/opt/conda/lib/python3.6/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/home/amplifier/asdf.py", line 9, in
clf.fit(X_train, Y_train)
File "/opt/conda/lib/python3.6/site-packages/autokeras/image_supervised.py", line 238, in fit
run_searcher_once(train_data, test_data, self.path, int(time_remain))
File "/opt/conda/lib/python3.6/site-packages/autokeras/image_supervised.py", line 41, in run_searcher_once
searcher.search(train_data, test_data, timeout)
File "/opt/conda/lib/python3.6/site-packages/autokeras/search.py", line 165, in search
pool = multiprocessing.Pool(1)
File "/opt/conda/lib/python3.6/multiprocessing/context.py", line 119, in Pool
context=self.get_context())
File "/opt/conda/lib/python3.6/multiprocessing/pool.py", line 174, in init
self._repopulate_pool()
File "/opt/conda/lib/python3.6/multiprocessing/pool.py", line 239, in _repopulate_pool
w.start()
File "/opt/conda/lib/python3.6/multiprocessing/process.py", line 105, in start
self._popen = self._Popen(self)
File "/opt/conda/lib/python3.6/multiprocessing/context.py", line 284, in _Popen
return Popen(process_obj)
File "/opt/conda/lib/python3.6/multiprocessing/popen_spawn_posix.py", line 32, in init
super().init(process_obj)
File "/opt/conda/lib/python3.6/multiprocessing/popen_fork.py", line 19, in init
self._launch(process_obj)
File "/opt/conda/lib/python3.6/multiprocessing/popen_spawn_posix.py", line 42, in _launch
prep_data = spawn.get_preparation_data(process_obj._name)
File "/opt/conda/lib/python3.6/multiprocessing/spawn.py", line 143, in get_preparation_data
_check_not_importing_main()
File "/opt/conda/lib/python3.6/multiprocessing/spawn.py", line 136, in _check_not_importing_main
is not going to be frozen to produce an executable.''')
RuntimeError:
An attempt has been made to start a new process before the
current process has finished its bootstrapping phase.
/opt/conda/lib/python3.6/multiprocessing/semaphore_tracker.py:143: UserWarning: semaphore_tracker: There appear to be 4 leaked semaphores to clean up at shutdown
len(cache))
Setup Details
[GCC 7.2.0] on linux
packages in environment at /opt/conda:
Name Version Build Channel
absl-py 0.2.2
alembic 0.9.9 py_0 conda-forge
appdirs 1.4.3 py36h28b3542_0 anaconda
arxiv 0.2.2
asn1crypto 0.24.0 py36_0 anaconda
astor 0.7.1
async_generator 1.9 0 conda-forge
atari-py 0.1.1
atomicwrites 1.1.5 py36_0 anaconda
attrs 18.1.0 py36_0 anaconda
audioread 2.1.5 py36_0 conda-forge
autokeras 0.2.5
automat 0.7.0 py36_0 anaconda
backcall 0.1.0 py_0 conda-forge
binutils_impl_linux-64 2.28.1 had2808c_3 anaconda
binutils_linux-64 7.2.0 had2808c_27 anaconda
bkcharts 0.2 py36_0 anaconda
blas 1.0 mkl anaconda
bleach 2.1.3 py36_0 anaconda
bleach 1.5.0
bokeh 0.13.0 py36_0 anaconda
boto 2.48.0 py36_1 anaconda
boto3 1.7.45 py36_0 anaconda
botocore 1.10.45 py36_0 anaconda
Box2D-kengz 2.3.3
bz2file 0.98 py36_1 anaconda
bzip2 1.0.6 h14c3975_5 anaconda
ca-certificates 2018.4.16 0 conda-forge
cairo 1.14.12 h77bcde2_0 defaults
catboost 0.9.1.1 py36_1 conda-forge
certifi 2018.4.16 py36_0 conda-forge
cffi 1.11.5 py36h9745a5d_0 anaconda
chardet 3.0.4 py36_0 conda-forge
click 6.7 py36_0 anaconda
cloudpickle 0.5.3 py36_0 anaconda
colorama 0.3.9
conda 4.5.5 py36_0 conda-forge
conda-env 2.6.0 0 conda-forge
configurable-http-proxy 3.1.0 node8_1 conda-forge
constantly 15.1.0 py36h28b3542_0 anaconda
cryptography 2.2.2 py36h14c3975_0 anaconda
cuda90 1.0 h6433d27_0 pytorch
cudatoolkit 9.0 h13b8566_0 anaconda
curl 7.60.0 0 conda-forge
cycler 0.10.0 py36_0 anaconda
Cython 0.28.4
dask-core 0.18.1 py36_0 anaconda
dbus 1.13.0 h3a4f0e9_0 conda-forge
decorator 4.3.0 py36_0 anaconda
dill 0.2.8.2 py36_0 anaconda
docutils 0.14 py36_0 anaconda
entrypoints 0.2.3 py36_2 anaconda
enum34 1.1.6
expat 2.2.5 he0dffb1_0 anaconda
fastcache 1.0.2 py36h14c3975_2 anaconda
feedparser 5.2.1
ffmpeg 2.8.6 hf82bc7d_7 conda-forge
flatbuffers 2015.12.22.1
fontconfig 2.13.0 h074f895_2 conda-forge
freetype 2.8.1 0 conda-forge
funcsigs 1.0.2 py36_0 anaconda
future 0.16.0 py36_1 anaconda
gast 0.2.0
gcc_impl_linux-64 7.2.0 habb00fd_3 anaconda
gcc_linux-64 7.2.0 h550dcbe_27 anaconda
glfw 1.7.0
glib 2.53.6 h5d9569c_2 defaults
gmp 6.1.2 hfc679d8_0 conda-forge
gmpy2 2.0.8 py36h10f8cd9_2 anaconda
graphite2 1.3.11 hfc679d8_0 conda-forge
grpcio 1.13.0
gsl 2.1 2 conda-forge
gst-plugins-base 1.12.4 h33fb286_0 defaults
gstreamer 1.12.4 hb53b477_0 defaults
gxx_impl_linux-64 7.2.0 hdf63c60_3 anaconda
gxx_linux-64 7.2.0 h550dcbe_27 anaconda
gym 0.10.5
h5py 2.8.0 py36h8d01980_0 anaconda
harfbuzz 1.7.6 hc5b324e_0 defaults
hdf5 1.10.2 hba1933b_1 anaconda
html5lib 0.9999999
html5lib 1.0.1 py36_0 anaconda
hyperas 0.4
hyperlink 18.0.0 py36_0 anaconda
hyperopt 0.1
icu 58.2 h9c2bf20_1 anaconda
idna 2.7 py36_0 anaconda
imageio 2.3.0 py36_0 anaconda
incremental 17.5.0 py36_0 anaconda
intel-openmp 2018.0.3 0 anaconda
ipykernel 4.8.2 py36_0 anaconda
ipython 6.4.0 py36_1 anaconda
ipython_genutils 0.2.0 py36_0 anaconda
ipyvolume 0.4.6
ipywebrtc 0.3.0
ipywidgets 7.2.1 py36_0 anaconda
isodate 0.6.0 py36_0 anaconda
isort 4.3.4
jbig 2.1 hdba287a_0 anaconda
jedi 0.12.0 py36_1 anaconda
jinja2 2.10 py36_0 anaconda
jmespath 0.9.3 py36_0 anaconda
joblib 0.12 py36_0 anaconda
jpeg 9c h470a237_0 conda-forge
jsonschema 2.6.0 py36_0 anaconda
jupyter 1.0.0 py36_4 anaconda
jupyter-tensorboard 0.1.6
jupyter_client 5.2.3 py36_0 anaconda
jupyter_console 5.2.0 py36_1 anaconda
jupyter_contrib_core 0.3.3 py_2 conda-forge
jupyter_contrib_nbextensions 0.5.0 py36_0 conda-forge
jupyter_core 4.4.0 py36_0 anaconda
jupyter_highlight_selected_word 0.2.0 py36_0 conda-forge
jupyter_latex_envs 1.4.4 py36_0 conda-forge
jupyter_nbextensions_configurator 0.4.0 py36_0 conda-forge
jupyterhub 0.9.1 py36_0 conda-forge
jupyterlab 0.32.1 py36_0 conda-forge
jupyterlab_launcher 0.10.5 py36_0 conda-forge
jupyterthemes 0.19.1
keepalive 0.5 py_1 conda-forge
Keras 2.2.2
Keras-Applications 1.0.4
Keras-Preprocessing 1.0.2
kiwisolver 1.0.1 py36hf484d3e_0 anaconda
krb5 1.14.6 0 conda-forge
lesscpy 0.13.0
libcurl 7.60.0 h1ad7b7a_0 anaconda
libedit 3.1.20170329 h6b74fdf_2 anaconda
libffi 3.2.1 hd88cf55_4 anaconda
libgcc 7.2.0 h69d50b8_2 anaconda
libgcc-ng 7.2.0 hdf63c60_3 defaults
libgfortran 3.0.0 1 anaconda
libgfortran-ng 7.2.0 hdf63c60_3 anaconda
libgpuarray 0.7.6 h14c3975_0 anaconda
libiconv 1.15 h63c8f33_5 anaconda
libpng 1.6.34 hb9fc6fc_0 anaconda
librosa 0.6.1 py_1 conda-forge
libsodium 1.0.16 h1bed415_0 anaconda
libssh2 1.8.0 h9cfc8f7_4 anaconda
libstdcxx-ng 7.2.0 hdf63c60_3 defaults
libtiff 4.0.9 he85c1e1_1 anaconda
libuuid 1.0.3 h1bed415_2 anaconda
libxcb 1.13 h1bed415_1 anaconda
libxml2 2.9.8 h26e45fe_1 anaconda
libxslt 1.1.32 h1312cb7_0 anaconda
lightfm 1.15 py36h7eb728f_0 conda-forge
llvmlite 0.24.0 py36hdbcaa40_0 anaconda
lxml 4.2.2 py36hf71bdeb_0 anaconda
magma-cuda90 2.3.0 1 pytorch
mako 1.0.7 py36_0 conda-forge
Markdown 2.6.11
markupsafe 1.0 py36h14c3975_1 anaconda
matlab-kernel 0.15.1
matlabengineforpython R2017b
matlabengineforpython R2016a
matlabengineforpython R2018a
matplotlib 2.2.2 py36h0e671d2_1 defaults
metakernel 0.20.14
mistune 0.8.3 py36h14c3975_1 anaconda
mkl 2018.0.3 1 anaconda
mkl-service 1.1.2 py36h651fb7a_4 anaconda
mkl_fft 1.0.2 py36h651fb7a_0 anaconda
mkl_random 1.0.1 py36h4414c95_1 anaconda
mne 0.16.2
mock 2.0.0 py36_0 anaconda
more-itertools 4.2.0 py36_0 anaconda
mpc 1.1.0 h10f8cd9_1 anaconda
mpfr 4.0.1 hdf1c602_3 anaconda
mpmath 1.0.0 py36_2 anaconda
mujoco-py 1.50.1.56
nbconvert 5.3.1 py36_0 anaconda
nbformat 4.4.0 py36_0 anaconda
nccl2 1.0 0 pytorch
ncurses 6.1 hf484d3e_0 anaconda
networkx 2.1 py36_0 anaconda
nibabel 2.3.0 pyh24bf2e0_1 conda-forge
nilearn 0.4.2 pyh24bf2e0_0 conda-forge
ninja 1.8.2 py36h6bb024c_1 anaconda
nipy 0.4.1 py36_1 conda-forge
nipype 1.1.0 py36_0 conda-forge
nitime 0.7 py36_1 conda-forge
niwidgets 0.2.1
nodejs 8.11.3 hf484d3e_0 anaconda
nose 1.3.7 py36_2 anaconda
notebook 5.6.0 py36_0 anaconda
numba 0.39.0 py36h04863e7_0 anaconda
numpy 1.14.5 py36h1b885b7_4 anaconda
numpy-base 1.14.5 py36hdbf6ddf_4 anaconda
olefile 0.45.1 py36_0 anaconda
opencv-python 3.4.1.15
openssl 1.0.2o 0 conda-forge
packaging 17.1 py36_0 anaconda
pamela 0.3.0 py36_0 conda-forge
pandas 0.23.3 py36h04863e7_0 anaconda
pandoc 2.2.1 0 conda-forge
pandocfilters 1.4.2 py36_1 anaconda
pango 1.40.14 hd50be51_1 conda-forge
parso 0.3.0 py_0 conda-forge
path.py 11.0.1 py36_0 anaconda
patsy 0.5.0 py36_0 anaconda
pbr 4.0.4 py36_0 anaconda
pcre 8.39 0 conda-forge
pexpect 4.6.0 py36_0 anaconda
pickleshare 0.7.4 py36_0 anaconda
pillow 5.2.0 py36_0 conda-forge
pip 10.0.1 py36_0 anaconda
pip 18.0
pixman 0.34.0 2 conda-forge
plotly 2.7.0 py36_1 anaconda
pluggy 0.6.0 py36_0 anaconda
ply 3.11
prometheus_client 0.2.0 py36_0 anaconda
prompt_toolkit 1.0.15 py36_0 anaconda
protobuf 3.6.0
prov 1.5.0 py36_0 conda-forge
psutil 5.4.6 py36h14c3975_0 anaconda
ptyprocess 0.6.0 py36_0 anaconda
py 1.5.4 py36_0 anaconda
pyasn1 0.4.3 py36_0 anaconda
pyasn1-modules 0.2.2 py36_0 anaconda
pycosat 0.6.3 py36_0 conda-forge
pycparser 2.18 py36_1 anaconda
pycurl 7.43.0.2 py36hb7f436b_0 anaconda
pydicom 1.1.0 py_0 conda-forge
pydot 1.2.4 py36_0 anaconda
pydotplus 2.0.2 py36_0 anaconda
pyglet 1.3.2
pygments 2.2.0 py36_0 anaconda
pygpu 0.7.6 py36h035aef0_0 anaconda
pymatbridge 0.5.2
pymongo 3.7.1
PyOpenGL 3.1.0
pyopenssl 18.0.0 py36_0 anaconda
pyparsing 2.2.0 py36_1 anaconda
pyqt 5.9.2 py36h751905a_0 defaults
pysocks 1.6.8 py36_1 conda-forge
pytest 3.6.2 py36_0 anaconda
python 3.6.6 hc3d631a_0 anaconda
python-dateutil 2.7.3 py36_0 anaconda
python-editor 1.0.3 py36_0 conda-forge
python-oauth2 1.0.1 py36_0 conda-forge
pytorch 0.4.0 py36_cuda9.0.176_cudnn7.1.2_1 [cuda90] pytorch
pytz 2018.5 py36_0 anaconda
pywavelets 0.5.2 py36h035aef0_2 anaconda
pyyaml 3.12 py36h14c3975_1 anaconda
pyzmq 17.0.0 py36h14c3975_3 anaconda
qt 5.9.4 h4e5bff0_0 defaults
qtconsole 4.3.1 py36_0 anaconda
r-abind 1.4_5 r3.4.1_0 conda-forge
r-acepack 1.4.1 r3.4.1_0 conda-forge
r-assertthat 0.2.0 r3.4.1_0 conda-forge
r-backports 1.1.2 r3.4.1_0 conda-forge
r-base 3.4.1 hff14c37_5 conda-forge
r-base64enc 0.1_3 r3.4.1_0 conda-forge
r-bh 1.66.0_1 r3.4.1_0 conda-forge
r-bindr 0.1.1 r3.4.1_0 conda-forge
r-bindrcpp 0.2.2 r341h9d2a408_0 conda-forge
r-bit 1.1_12 r3.4.1_0 conda-forge
r-bit64 0.9_5 r3.4.1_0 conda-forge
r-bitops 1.0_6 r3.4.1_0 conda-forge
r-blob 1.1.1 r3.4.1_0 conda-forge
r-boot 1.3_20 r3.4.1_0 conda-forge
r-broom 0.5.0 r341_0 conda-forge
r-car 2.1_4 r3.4.1_0 conda-forge
r-caret 6.0_80 r341hc070d10_0 conda-forge
r-cellranger 1.1.0 r3.4.1_0 conda-forge
r-checkmate 1.8.5 r3.4.1_0 conda-forge
r-class 7.3_14 r3.4.1_0 conda-forge
r-cli 1.0.0 r3.4.1_0 conda-forge
r-cluster 2.0.6 r3.4.1_0 conda-forge
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r-curl 3.2 r3.4.1_0 conda-forge
r-cvst 0.2_1 r3.4.1_0 conda-forge
r-data.table 1.11.4 r341hc070d10_0 conda-forge
r-dbi 1.0.0 r341_0 conda-forge
r-dbplyr 1.2.1 r341_1 conda-forge
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r-deoptimr 1.0_8 r3.4.1_0 conda-forge
r-devtools 1.13.6 r341_0 conda-forge
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r-forecast 8.2 r3.4.1_0 conda-forge
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r-formula 1.2_1 r3.4.1_0 conda-forge
r-fracdiff 1.4_2 r3.4.1_0 conda-forge
r-gbm 2.1.3 r3.4.1_0 conda-forge
r-geometry 0.3_6 r3.4.1_0 conda-forge
r-ggjoy 0.4.1 r341_0 conda-forge
r-ggplot2 3.0.0 r341h6115d3f_0 conda-forge
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r-gower 0.1.2 r3.4.1_0 conda-forge
r-gridextra 2.3 r3.4.1_0 conda-forge
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r-hexbin 1.27.2 r3.4.1_0 conda-forge
r-highr 0.7 r341_0 conda-forge
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r-hms 0.3 r3.4.1_0 conda-forge
r-htmltable 1.9 r3.4.1_0 conda-forge
r-htmltools 0.3.6 r3.4.1_0 conda-forge
r-htmlwidgets 1.0 r3.4.1_0 conda-forge
r-httpuv 1.3.6.2 r3.4.1_0 conda-forge
r-httr 1.3.1 r3.4.1_0 conda-forge
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r-irkernel 0.8.12 r341_0 conda-forge
r-iterators 1.0.10 r341_0 conda-forge
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r-kernsmooth 2.23_15 r3.4.1_0 conda-forge
r-klar 0.6_12 r3.4.1_0 conda-forge
r-knitr 1.20 r3.4.1_0 conda-forge
r-labeling 0.3 r3.4.1_0 conda-forge
r-lattice 0.20_34 r3.4.1_0 conda-forge
r-latticeextra 0.6_28 r3.4.1_0 conda-forge
r-lava 1.6.2 r341_0 conda-forge
r-lazyeval 0.2.1 r3.4.1_0 conda-forge
r-leaflet 2.0.1 r341_0 conda-forge
r-leaps 3.0 r3.4.1_0 conda-forge
r-lme4 1.1_13 r3.4.1_0 conda-forge
r-lmertest 2.0_33 r3.4.1_0 conda-forge
r-lmtest 0.9_35 r3.4.1_0 conda-forge
r-lubridate 1.7.4 r3.4.1_0 conda-forge
r-magic 1.5_6 r3.4.1_0 conda-forge
r-magrittr 1.5 r3.4.1_0 conda-forge
r-markdown 0.8 r3.4.1_1 conda-forge
r-mass 7.3_50 r341hc070d10_0 conda-forge
r-matrix 1.2_14 r3.4.1_0 conda-forge
r-matrixmodels 0.4_1 r3.4.1_0 conda-forge
r-memoise 1.1.0 r3.4.1_0 conda-forge
r-mgcv 1.8_24 r341_0 conda-forge
r-mime 0.5 r3.4.1_0 conda-forge
r-minqa 1.2.4 r3.4.1_0 conda-forge
r-mnormt 1.5_5 r3.4.1_0 conda-forge
r-modelmetrics 1.1.0 r3.4.1_0 conda-forge
r-modelr 0.1.2 r341_0 conda-forge
r-munsell 0.5.0 r341_0 conda-forge
r-nlme 3.1_131 r3.4.1_0 conda-forge
r-nloptr 1.0.4 r3.4.1_1 conda-forge
r-nnet 7.3_12 r3.4.1_0 conda-forge
r-numderiv 2016.8_1 r3.4.1_0 conda-forge
r-nycflights13 1.0.0 r341_0 conda-forge
r-openssl 1.0.1 r3.4.1_0 conda-forge
r-openxlsx 4.0.17 r3.4.1_0 conda-forge
r-pbdzmq 0.3_2 r3.4.1_0 conda-forge
r-pbkrtest 0.4_7 r3.4.1_0 conda-forge
r-pillar 1.2.2 r341h6115d3f_1 conda-forge
r-pkgconfig 2.0.1 r3.4.1_0 conda-forge
r-plogr 0.2.0 r341h6115d3f_0 conda-forge
r-plotly 4.7.1 r3.4.1_0 conda-forge
r-pls 2.6_0 r3.4.1_0 conda-forge
r-plyr 1.8.4 r3.4.1_0 conda-forge
r-png 0.1_7 r3.4.1_0 conda-forge
r-prettyunits 1.0.2 r3.4.1_0 conda-forge
r-proc 1.9.1 r3.4.1_0 conda-forge
r-prodlim 2018.04.18 r3.4.1_0 conda-forge
r-proto 1.0.0 r3.4.1_0 conda-forge
r-psych 1.8.4 r341_0 conda-forge
r-purrr 0.2.4 r3.4.1_0 conda-forge
r-quadprog 1.5_5 r3.4.1_0 conda-forge
r-quantreg 5.33 r3.4.1_0 conda-forge
r-r6 2.2.2 r3.4.1_0 conda-forge
r-randomforest 4.6_12 r3.4.1_0 conda-forge
r-raster 2.6_7 r3.4.1_0 conda-forge
r-rcolorbrewer 1.1_2 r3.4.1_0 conda-forge
r-rcpp 0.12.17 r341h9d2a408_0 conda-forge
r-rcpparmadillo 0.8.500.0 r3.4.1_0 conda-forge
r-rcppeigen 0.3.3.4.0 r3.4.1_0 conda-forge
r-rcpproll 0.2.2 r3.4.1_0 conda-forge
r-rcurl 1.95_4.11 r341ha4d7672_0 conda-forge
r-readr 1.1.1 r3.4.1_0 conda-forge
r-readxl 1.1.0 r341_0 conda-forge
r-recipes 0.1.3 r341_0 conda-forge
r-rematch 1.0.1 r3.4.1_0 conda-forge
r-repr 0.15 r341_0 conda-forge
r-reshape2 1.4.3 r3.4.1_0 conda-forge
r-rio 0.5.10 r3.4.1_0 conda-forge
r-rlang 0.2.1 r341_0 conda-forge
r-rmarkdown 1.10 r341h6115d3f_0 conda-forge
r-robustbase 0.92_7 r3.4.1_0 conda-forge
r-rodbc 1.3_14 r3.4.1_0 conda-forge
r-rpart 4.1_13 r3.4.1_0 conda-forge
r-rprojroot 1.3_2 r3.4.1_0 conda-forge
r-rsqlite 2.0 r3.4.1_0 conda-forge
r-rstudioapi 0.7 r3.4.1_0 conda-forge
r-rvest 0.3.2 r3.4.1_0 conda-forge
r-scales 0.5.0 r3.4.1_0 conda-forge
r-selectr 0.3_1 r3.4.1_0 conda-forge
r-sfsmisc 1.1_1 r3.4.1_0 conda-forge
r-shiny 1.0.5 r3.4.1_0 conda-forge
r-sourcetools 0.1.6 r3.4.1_0 conda-forge
r-sp 1.2_7 r341h470a237_1 conda-forge
r-sparsem 1.77 r3.4.1_0 conda-forge
r-squarem 2017.10_1 r3.4.1_0 conda-forge
r-stringi 1.2.3 r341_0 conda-forge
r-stringr 1.3.1 r341_0 conda-forge
r-survival 2.42_6 r341_0 conda-forge
r-tibble 1.4.2 r3.4.1_0 conda-forge
r-tidyr 0.8.1 r341_0 conda-forge
r-tidyselect 0.2.4 r3.4.1_0 conda-forge
r-tidyverse 1.1.1 r3.4.1_0 conda-forge
r-timedate 3012.100 r3.4.1_0 conda-forge
r-tinytex 0.5 r341h6115d3f_0 conda-forge
r-tseries 0.10_40 r3.4.1_0 conda-forge
r-utf8 1.1.3 r3.4.1_0 conda-forge
r-uuid 0.1_2 r3.4.1_0 conda-forge
r-viridis 0.5.1 r3.4.1_0 conda-forge
r-viridislite 0.3.0 r3.4.1_0 conda-forge
r-whisker 0.3_2 r3.4.1_0 conda-forge
r-withr 2.1.1 r3.4.1_0 conda-forge
r-xml2 1.2.0 r341_0 conda-forge
r-xtable 1.8_2 r3.4.1_0 conda-forge
r-yaml 2.1.19 r341_0 conda-forge
r-zoo 1.8_2 r341hc070d10_0 conda-forge
ray 0.5.0
rdflib 4.2.2 py36_0 conda-forge
readline 7.0 ha6073c6_4 anaconda
redis 2.10.6
requests 2.19.1 py36_0 anaconda
resampy 0.2.1 py_1 conda-forge
rise 5.3.0 py36_0 damianavila82
rpy2 2.9.4 py36r341h24bf2e0_0 conda-forge
ruamel_yaml 0.15.40 py36h470a237_0 conda-forge
s3transfer 0.1.13 py36_0 anaconda
scikit-image 0.14.0 py36hf484d3e_1 anaconda
scikit-learn 0.19.1 py36hedc7406_0 anaconda
scipy 1.1.0 py36hc49cb51_0 anaconda
seaborn 0.8.1 py36_0 anaconda
send2trash 1.5.0 py_0 conda-forge
service_identity 17.0.0 py36h28b3542_0 anaconda
setuptools 39.1.0
setuptools 39.2.0 py36_0 anaconda
simplegeneric 0.8.1 py36_2 anaconda
simplejson 3.15.0 py36h14c3975_0 anaconda
sip 4.19.8 py36hf484d3e_0 anaconda
six 1.11.0 py36_1 anaconda
smart_open 1.6.0 py36_0 anaconda
sparqlwrapper 1.8.2 py36_0 conda-forge
spotlight 0.1.5 py36_0 maciejkula
sqlalchemy 1.2.8 py36h14c3975_0 anaconda
sqlite 3.24.0 h84994c4_0 anaconda
statsmodels 0.9.0 py36h035aef0_0 anaconda
sympy 1.1.1 py36_0 anaconda
tabulate 0.8.2 py36_0 anaconda
tensorboard 1.8.0
tensorboardX 1.2
tensorflow 1.8.0
tensorflow-gpu 1.8.0
termcolor 1.1.0
terminado 0.8.1 py36_1 anaconda
testpath 0.3.1 py36_0 anaconda
theano 1.0.2 py36h6bb024c_0 anaconda
tk 8.6.7 hc745277_3 anaconda
toolz 0.9.0 py36_0 anaconda
torch 0.4.1
torchvision 0.2.1 py36_1 pytorch
tornado 5.0.2 py36h14c3975_0 anaconda
tqdm 4.23.4 py36_0 anaconda
traitlets 4.3.2 py36_0 anaconda
traits 4.6.0 py36h14c3975_2 anaconda
traittypes 0.2.1
twisted 17.5.0 py36_0 defaults
tzlocal 1.5.1 py_0 conda-forge
unixodbc 2.3.5 h09ba92c_1 conda-forge
urllib3 1.23 py36_0 conda-forge
wcwidth 0.1.7 py36_0 anaconda
webencodings 0.5 py36_0 conda-forge
Werkzeug 0.14.1
wheel 0.31.1 py36_0 anaconda
widgetsnbextension 3.2.1 py36_0 anaconda
x264 1!152.20180717 h470a237_0 conda-forge
xorg-kbproto 1.0.7 h470a237_2 conda-forge
xorg-libice 1.0.9 h470a237_3 conda-forge
xorg-libsm 1.2.2 h470a237_3 conda-forge
xorg-libx11 1.6.5 h470a237_1 conda-forge
xorg-libxext 1.3.3 h470a237_3 conda-forge
xorg-libxrender 0.9.10 h470a237_1 conda-forge
xorg-renderproto 0.11.1 h470a237_2 conda-forge
xorg-xextproto 7.3.0 h470a237_2 conda-forge
xorg-xproto 7.0.31 h470a237_7 conda-forge
xvfbwrapper 0.2.9 py36_0 conda-forge
xz 5.2.4 h14c3975_4 anaconda
yaml 0.1.7 had09818_2 anaconda
yapf 0.22.0
zeromq 4.2.5 hf484d3e_0 anaconda
zlib 1.2.11 ha838bed_2 anaconda
zope 1.0 py36_0 anaconda
zope.interface 4.5.0 py36h14c3975_0 anaconda
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