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rapidsai / cuml

cuML - RAPIDS Machine Learning Library
https://docs.rapids.ai/api/cuml/stable/
Apache License 2.0
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[BUG] Flaky RF Classification test (test_random_forest.py::test_rf_classification_seed) #3740

Open wphicks opened 3 years ago

wphicks commented 3 years ago

Describe the bug I have just observed this test fail locally in my 0.20 development environment with the following output:

FAILED python/cuml/test/test_random_forest.py::test_rf_classification_seed[small_clf0-float32] - assert 0.9571428571428572 == 0.9428571428571428

Environment details (please complete the following information):

# packages in environment at /home/whicks/anaconda3/envs/cuml_dev:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       1_gnu    conda-forge
abseil-cpp                20200923.3           h9c3ff4c_0    conda-forge
aiobotocore               1.2.2              pyhd3eb1b0_0  
aiohttp                   3.7.4            py38h497a2fe_0    conda-forge
aioitertools              0.7.1              pyhd8ed1ab_0    conda-forge
alabaster                 0.7.12                     py_0    conda-forge
anyio                     2.2.0            py38h578d9bd_0    conda-forge
apipkg                    1.5                        py_0    conda-forge
appdirs                   1.4.4              pyh9f0ad1d_0    conda-forge
argon2-cffi               20.1.0           py38h497a2fe_2    conda-forge
arrow-cpp                 1.0.1           py38h5d4dd6c_35_cuda    conda-forge
arrow-cpp-proc            3.0.0                      cuda    conda-forge
asn1crypto                1.4.0              pyh9f0ad1d_0    conda-forge
asvdb                     0.4.1               gd6cd8f2_36    rapidsai
async-timeout             3.0.1                   py_1000    conda-forge
async_generator           1.10                       py_0    conda-forge
atk-1.0                   2.36.0               h3371d22_4    conda-forge
attrs                     20.3.0             pyhd3deb0d_0    conda-forge
autoconf                  2.69            pl5320h36c2ea0_10    conda-forge
automake                  1.16.2          pl5320ha770c72_3    conda-forge
aws-c-cal                 0.4.5                h76129ab_8    conda-forge
aws-c-common              0.5.2                h7f98852_0    conda-forge
aws-c-event-stream        0.2.7                h6bac3ce_1    conda-forge
aws-c-io                  0.9.1                ha5b09cb_1    conda-forge
aws-checksums             0.1.11               h99e32c3_3    conda-forge
aws-sam-translator        1.35.0             pyhd3eb1b0_1  
aws-sdk-cpp               1.8.151              hceb1b1e_1    conda-forge
aws-xray-sdk              2.7.0              pyhd8ed1ab_0    conda-forge
babel                     2.9.0              pyhd3deb0d_0    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                        py_2    conda-forge
backports.functools_lru_cache 1.6.3              pyhd8ed1ab_0    conda-forge
beautifulsoup4            4.9.3              pyhb0f4dca_0    conda-forge
benchmark                 1.5.1                he1b5a44_2    conda-forge
black                     19.10b0                  py38_0    conda-forge
blas                      1.1                    openblas    conda-forge
bleach                    3.3.0              pyh44b312d_0    conda-forge
blinker                   1.4                        py_1    conda-forge
blosc                     1.21.0               h9c3ff4c_0    conda-forge
bokeh                     2.2.3            py38h578d9bd_0    conda-forge
boost                     1.72.0           py38h1e42940_1    conda-forge
boost-cpp                 1.72.0               h9d3c048_4    conda-forge
boto3                     1.17.48            pyhd8ed1ab_0    conda-forge
botocore                  1.20.48            pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h9c3ff4c_4    conda-forge
brotlipy                  0.7.0           py38h497a2fe_1001    conda-forge
brunsli                   0.1                  he1b5a44_0    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
c-ares                    1.17.1               h7f98852_1    conda-forge
ca-certificates           2021.1.19            h06a4308_1  
cachetools                4.2.1              pyhd8ed1ab_0    conda-forge
cairo                     1.16.0            h6cf1ce9_1008    conda-forge
certifi                   2020.12.5        py38h578d9bd_1    conda-forge
cffi                      1.14.5           py38ha65f79e_0    conda-forge
cfitsio                   3.470                hb418390_7    conda-forge
cfn-lint                  0.48.2           py38h578d9bd_0    conda-forge
chardet                   4.0.0            py38h578d9bd_1    conda-forge
charls                    2.2.0                h9c3ff4c_0    conda-forge
clang                     8.0.1                hc9558a2_2    conda-forge
clang-tools               8.0.1                hc9558a2_2    conda-forge
clangxx                   8.0.1                         2    conda-forge
click                     7.1.2              pyh9f0ad1d_0    conda-forge
click-plugins             1.1.1                      py_0    conda-forge
cligj                     0.7.1              pyhd8ed1ab_0    conda-forge
cloudpickle               1.6.0                      py_0    conda-forge
cmake                     3.18.5               h1f3970d_0    rapidsai-nightly
cmake-format              0.6.11             pyh9f0ad1d_0    conda-forge
cmake_setuptools          0.1.3                      py_0    rapidsai
cmarkgfm                  0.5.3            py38h497a2fe_0    conda-forge
colorama                  0.4.4              pyh9f0ad1d_0    conda-forge
colorcet                  2.0.6              pyhd8ed1ab_0    conda-forge
commonmark                0.9.1                      py_0    conda-forge
conda                     4.8.3            py38h32f6830_2    conda-forge
conda-build               3.20.3           py38h32f6830_0    conda-forge
conda-package-handling    1.7.2            py38h8df0ef7_0    conda-forge
conda-verify              3.1.1           py38h578d9bd_1003    conda-forge
coverage                  5.5              py38h497a2fe_0    conda-forge
cryptography              3.4.7            py38ha5dfef3_0    conda-forge
cudatoolkit               11.0.221             h6bb024c_0    nvidia
cudf                      0.20.0a210409   cuda_11.0_py38_g348ad4dcdd_131    rapidsai-nightly
cudnn                     8.1.0.77             h90431f1_0    conda-forge
cuml                      0.20.0a0+126.g32342d5d2.dirty          pypi_0    pypi
cupy                      8.6.0            py38hc350bd8_0    conda-forge
curl                      7.76.0               h979ede3_0    conda-forge
cutensor                  1.2.2.5              h96e36e3_3    conda-forge
cycler                    0.10.0                     py_2    conda-forge
cyrus-sasl                2.1.27               h3274739_1    conda-forge
cython                    0.29.22          py38h709712a_0    conda-forge
cytoolz                   0.11.0           py38h497a2fe_3    conda-forge
dask                      2021.4.0+16.ge83379d5          pypi_0    pypi
dask-cuda                 0.20.0a210409            py38_6    rapidsai-nightly
dask-cudf                 0.20.0a210409   py38_g348ad4dcdd_131    rapidsai-nightly
dask-glm                  0.2.0                      py_1    conda-forge
dask-labextension         4.0.1              pyhd8ed1ab_0    conda-forge
dask-ml                   1.8.0              pyhd8ed1ab_0    conda-forge
datashader                0.11.1             pyh9f0ad1d_0    conda-forge
datashape                 0.5.4                      py_1    conda-forge
dbus                      1.13.18              hb2f20db_0  
decorator                 4.4.2                      py_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
distributed               2021.4.0+7.g053f99b8          pypi_0    pypi
dlpack                    0.3                  he1b5a44_1    conda-forge
docker-py                 5.0.0            py38h578d9bd_0    conda-forge
docker-pycreds            0.4.0                      py_0    conda-forge
docutils                  0.16             py38h578d9bd_3    conda-forge
double-conversion         3.1.5                he1b5a44_2    conda-forge
doxygen                   1.8.20               had0d8f1_0    conda-forge
ecdsa                     0.16.1             pyhd8ed1ab_0    conda-forge
entrypoints               0.3             py38h32f6830_1002    conda-forge
execnet                   1.8.0              pyh44b312d_0    conda-forge
expat                     2.2.10               h9c3ff4c_0    conda-forge
fa2                       0.3.5            py38h1e0a361_0    conda-forge
faiss-proc                1.0.0                      cuda    rapidsai
fastavro                  1.3.5            py38h497a2fe_0    conda-forge
fastrlock                 0.6              py38h709712a_0    conda-forge
feather-format            0.4.1              pyh9f0ad1d_0    conda-forge
filelock                  3.0.12             pyh9f0ad1d_0    conda-forge
filterpy                  1.4.5                      py_1    conda-forge
fiona                     1.8.18           py38h58f84aa_1    conda-forge
flake8                    3.8.4                      py_0    conda-forge
flask                     1.1.2              pyh9f0ad1d_0    conda-forge
flask_cors                3.0.10             pyhd3deb0d_0    conda-forge
flatbuffers               1.10.0            hf484d3e_1002    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      2.001                hab24e00_0    conda-forge
font-ttf-source-code-pro  2.030                hab24e00_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.13.1            hba837de_1004    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
freetype                  2.10.4               h0708190_1    conda-forge
freexl                    1.0.6                h7f98852_0    conda-forge
fribidi                   1.0.10               h516909a_0    conda-forge
fsspec                    0.9.0              pyhd8ed1ab_0    conda-forge
future                    0.18.2           py38h578d9bd_3    conda-forge
gcsfs                     0.8.0              pyhd8ed1ab_1    conda-forge
gdal                      3.2.1            py38hc0b2d6b_2    conda-forge
gdk-pixbuf                2.42.6               h04a7f16_0    conda-forge
geopandas                 0.8.1                      py_0    conda-forge
geos                      3.8.1                he1b5a44_0    conda-forge
geotiff                   1.6.0                h5d11630_3    conda-forge
gettext                   0.21.0               hf68c758_0  
gflags                    2.2.2             he1b5a44_1004    conda-forge
giflib                    5.2.1                h516909a_2    conda-forge
git                       2.30.2          pl5320h6697202_0    conda-forge
glib                      2.68.1               h9c3ff4c_0    conda-forge
glib-tools                2.68.1               h9c3ff4c_0    conda-forge
glob2                     0.7                        py_0    conda-forge
glog                      0.4.0                h49b9bf7_3    conda-forge
gmock                     1.10.0               h4bd325d_7    conda-forge
gmp                       6.2.1                h58526e2_0    conda-forge
google-auth               1.28.1             pyhd3eb1b0_0  
google-auth-oauthlib      0.4.4              pyhd3eb1b0_0  
graphite2                 1.3.14               h23475e2_0  
graphviz                  2.47.0               h93c640b_0    conda-forge
grpc-cpp                  1.36.4               hf89561c_1    conda-forge
gtest                     1.10.0               h4bd325d_7    conda-forge
gtk2                      2.24.33              hab0c2f8_0    conda-forge
gts                       0.7.6                h64030ff_2    conda-forge
harfbuzz                  2.8.0                h83ec7ef_1    conda-forge
hdf4                      4.2.13            h10796ff_1004    conda-forge
hdf5                      1.10.6          nompi_h6a2412b_1114    conda-forge
heapdict                  1.0.1                      py_0    conda-forge
holoviews                 1.14.3             pyhd8ed1ab_0    conda-forge
httpretty                 1.0.5              pyhd8ed1ab_0    conda-forge
hypothesis                6.8.9              pyhd8ed1ab_0    conda-forge
icu                       68.1                 h58526e2_0    conda-forge
idna                      2.10               pyh9f0ad1d_0    conda-forge
imagecodecs               2021.3.31        py38h1455ab2_0    conda-forge
imageio                   2.9.0                      py_0    conda-forge
imagesize                 1.2.0                      py_0    conda-forge
importlib-metadata        3.10.0           py38h578d9bd_0    conda-forge
importlib_metadata        3.10.0               hd8ed1ab_0    conda-forge
inflection                0.5.1              pyh9f0ad1d_0    conda-forge
iniconfig                 1.1.1              pyh9f0ad1d_0    conda-forge
ipykernel                 5.5.3            py38hd0cf306_0    conda-forge
ipython                   7.15.0           py38h32f6830_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipywidgets                7.6.3              pyhd3deb0d_0    conda-forge
isort                     5.0.9            py38h32f6830_0    conda-forge
itsdangerous              1.1.0                      py_0    conda-forge
jedi                      0.17.2           py38h578d9bd_1    conda-forge
jeepney                   0.6.0              pyhd8ed1ab_0    conda-forge
jinja2                    2.11.3             pyh44b312d_0    conda-forge
jmespath                  0.10.0             pyh9f0ad1d_0    conda-forge
joblib                    1.0.1              pyhd8ed1ab_0    conda-forge
jpeg                      9d                   h516909a_0    conda-forge
json-c                    0.13.1            hbfbb72e_1002    conda-forge
json5                     0.9.5              pyh9f0ad1d_0    conda-forge
jsondiff                  1.1.2                      py_0    conda-forge
jsonpatch                 1.32               pyhd3eb1b0_0  
jsonpointer               2.1                pyhd3eb1b0_0  
jsonschema                3.2.0            py38h32f6830_1    conda-forge
junit-xml                 1.9                pyh9f0ad1d_0    conda-forge
jupyter-server-proxy      3.0.2              pyhd8ed1ab_0    conda-forge
jupyter_client            6.1.12             pyhd8ed1ab_0    conda-forge
jupyter_core              4.7.1            py38h578d9bd_0    conda-forge
jupyter_server            1.6.0            py38h578d9bd_0    conda-forge
jupyter_sphinx            0.3.1            py38h578d9bd_1    conda-forge
jupyterlab                2.1.5                      py_0    conda-forge
jupyterlab_pygments       0.1.2              pyh9f0ad1d_0    conda-forge
jupyterlab_server         1.2.0                      py_0    conda-forge
jupyterlab_widgets        1.0.0              pyhd8ed1ab_1    conda-forge
jxrlib                    1.1                  h516909a_2    conda-forge
kealib                    1.4.14               hcc255d8_2    conda-forge
keyring                   23.0.1           py38h578d9bd_0    conda-forge
kiwisolver                1.3.1            py38h1fd1430_1    conda-forge
krb5                      1.17.2               h926e7f8_0    conda-forge
lapack                    3.9.0                    netlib    conda-forge
lcms2                     2.12                 hddcbb42_0    conda-forge
ld_impl_linux-64          2.35.1               hea4e1c9_2    conda-forge
lerc                      2.2.1                h9c3ff4c_0    conda-forge
libaec                    1.0.4                he1b5a44_1    conda-forge
libarchive                3.5.1                h3f442fb_1    conda-forge
libblas                   3.9.0                8_openblas    conda-forge
libcblas                  3.9.0                8_openblas    conda-forge
libcudf                   0.20.0a210409   cuda11.0_g348ad4dcdd_131    rapidsai-nightly
libcumlprims              0.20.0a210408   cuda11.0_g7f19636_2    rapidsai-nightly
libcurl                   7.76.0               hc4aaa36_0    conda-forge
libcypher-parser          0.6.2                         1    rapidsai
libdap4                   3.20.6               hd7c4107_2    conda-forge
libdeflate                1.7                  h7f98852_5    conda-forge
libedit                   3.1.20210216         h27cfd23_1  
libev                     4.33                 h516909a_1    conda-forge
libevent                  2.1.10               hcdb4288_3    conda-forge
libfaiss                  1.7.0           cuda110h8045045_6_cuda    conda-forge
libffi                    3.3                  h58526e2_2    conda-forge
libgcc-ng                 9.3.0               h2828fa1_18    conda-forge
libgcrypt                 1.9.2                h7f98852_0    conda-forge
libgd                     2.3.0                h47910db_1    conda-forge
libgdal                   3.2.1                h96b6e7a_2    conda-forge
libgfortran-ng            9.3.0               hff62375_18    conda-forge
libgfortran5              9.3.0               hff62375_18    conda-forge
libglib                   2.68.1               h3e27bee_0    conda-forge
libgomp                   9.3.0               h2828fa1_18    conda-forge
libgpg-error              1.42                 h9c3ff4c_0    conda-forge
libgsasl                  1.8.0                         2    conda-forge
libhwloc                  2.3.0                h5e5b7d1_1    conda-forge
libiconv                  1.16                 h516909a_0    conda-forge
libkml                    1.3.0             hd79254b_1012    conda-forge
liblapack                 3.9.0                8_openblas    conda-forge
liblief                   0.10.1               he1b5a44_2    conda-forge
libllvm10                 10.0.1               he513fc3_3    conda-forge
libllvm8                  8.0.1                hc9558a2_0    conda-forge
libnetcdf                 4.7.4           nompi_h56d31a8_107    conda-forge
libnghttp2                1.43.0               h812cca2_0    conda-forge
libntlm                   1.5                  h7b6447c_0  
libopenblas               0.3.12          pthreads_h4812303_1    conda-forge
libpng                    1.6.37               hed695b0_2    conda-forge
libpq                     12.3                 hfd2b0eb_3    conda-forge
libprotobuf               3.15.7               h780b84a_0    conda-forge
librdkafka                1.5.3                hc49e61c_1    conda-forge
librmm                    0.20.0a210409   cuda11.0_g80bfeb2_13    rapidsai-nightly
librsvg                   2.50.3               hfa39831_1    conda-forge
librttopo                 1.1.0                hb271727_4    conda-forge
libsodium                 1.0.18               h516909a_1    conda-forge
libspatialindex           1.9.3                he1b5a44_3    conda-forge
libspatialite             5.0.1                h6ec7341_0    conda-forge
libssh2                   1.9.0                ha56f1ee_6    conda-forge
libstdcxx-ng              9.3.0               h6de172a_18    conda-forge
libthrift                 0.14.1               he6d91bd_1    conda-forge
libtiff                   4.2.0                hdc55705_0    conda-forge
libtool                   2.4.6             h58526e2_1007    conda-forge
libutf8proc               2.6.1                h7f98852_0    conda-forge
libuuid                   2.32.1            h14c3975_1000    conda-forge
libuv                     1.41.0               h7f98852_0    conda-forge
libwebp                   1.2.0                h3452ae3_0    conda-forge
libwebp-base              1.2.0                h7f98852_2    conda-forge
libxcb                    1.14                 h7b6447c_0  
libxml2                   2.9.10               h72842e0_3    conda-forge
libxslt                   1.1.33               h15afd5d_2    conda-forge
libzopfli                 1.0.3                he1b5a44_0    conda-forge
lightgbm                  3.2.0            py38h709712a_0    conda-forge
llvmlite                  0.36.0           py38h4630a5e_0    conda-forge
locket                    0.2.1            py38h06a4308_1  
lxml                      4.6.3            py38hf1fe3a4_0    conda-forge
lz4-c                     1.9.3                h9c3ff4c_0    conda-forge
lzo                       2.10              h516909a_1000    conda-forge
m4                        1.4.18            h516909a_1001    conda-forge
make                      4.3                  hd18ef5c_1    conda-forge
markdown                  3.3.4              pyhd8ed1ab_0    conda-forge
markupsafe                1.1.1            py38h497a2fe_3    conda-forge
matplotlib-base           3.4.1            py38hcc49a3a_0    conda-forge
mccabe                    0.6.1                      py_1    conda-forge
mimesis                   4.0.0              pyh9f0ad1d_0    conda-forge
mistune                   0.8.4           py38h497a2fe_1003    conda-forge
mock                      4.0.3            py38h578d9bd_1    conda-forge
more-itertools            8.7.0              pyhd8ed1ab_0    conda-forge
moto                      2.0.4              pyhd3eb1b0_0  
msgpack-python            1.0.2            py38h1fd1430_1    conda-forge
multidict                 5.1.0            py38h497a2fe_1    conda-forge
multipledispatch          0.6.0                      py_0    conda-forge
munch                     2.5.0                      py_0    conda-forge
mypy                      0.782                      py_0    conda-forge
mypy_extensions           0.4.3            py38h578d9bd_3    conda-forge
nbclient                  0.5.3              pyhd8ed1ab_0    conda-forge
nbconvert                 6.0.7            py38h578d9bd_3    conda-forge
nbformat                  5.1.3              pyhd8ed1ab_0    conda-forge
nbsphinx                  0.8.1              pyh44b312d_0    conda-forge
nccl                      2.8.4.1              h96e36e3_3    conda-forge
ncurses                   6.2                  h58526e2_4    conda-forge
nest-asyncio              1.5.1              pyhd8ed1ab_0    conda-forge
networkx                  2.5.1              pyhd8ed1ab_0    conda-forge
ninja                     1.10.2               h4bd325d_0    conda-forge
ninjavis                  0.2.1                    pypi_0    pypi
nltk                      3.6.1              pyhd8ed1ab_0    conda-forge
nodejs                    14.15.4              h92b4a50_1    conda-forge
notebook                  6.3.0            py38h578d9bd_0    conda-forge
numba                     0.53.1           py38h0e12cce_0    conda-forge
numpy                     1.20.2           py38h9894fe3_0    conda-forge
numpydoc                  1.1.0                      py_1    conda-forge
nvtx                      0.2.3            py38h497a2fe_0    conda-forge
oauthlib                  3.1.0                      py_0  
olefile                   0.46               pyh9f0ad1d_1    conda-forge
openblas                  0.3.12          pthreads_h04b7a96_1    conda-forge
openjpeg                  2.4.0                hf7af979_0    conda-forge
openssl                   1.1.1k               h7f98852_0    conda-forge
orc                       1.6.7                heec2584_1    conda-forge
packaging                 20.9               pyh44b312d_0    conda-forge
pandas                    1.2.3            py38h51da96c_0    conda-forge
pandoc                    1.19.2.1             hea2e7c5_1  
pandocfilters             1.4.3            py38h06a4308_1  
panel                     0.10.3             pyhd8ed1ab_0    conda-forge
pango                     1.42.4               h80147aa_5    conda-forge
param                     1.10.1             pyhd3deb0d_0    conda-forge
parquet-cpp               1.5.1                         1    conda-forge
parso                     0.7.1              pyh9f0ad1d_0    conda-forge
partd                     1.2.0              pyhd8ed1ab_0    conda-forge
patchelf                  0.12                 h2531618_1  
pathspec                  0.8.1              pyhd3deb0d_0    conda-forge
patsy                     0.5.1                      py_0    conda-forge
pcre                      8.44                 he1b5a44_0    conda-forge
perl                      5.32.0               h36c2ea0_0    conda-forge
pexpect                   4.8.0            py38h32f6830_1    conda-forge
pickleshare               0.7.5           py38h32f6830_1002    conda-forge
pillow                    8.2.0            py38he98fc37_0  
pip                       21.0.1             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    conda-forge
pkg-config                0.29.2            h516909a_1008    conda-forge
pkginfo                   1.7.0              pyhd8ed1ab_0    conda-forge
pluggy                    0.13.1           py38h578d9bd_4    conda-forge
pooch                     1.3.0              pyhd8ed1ab_0    conda-forge
poppler                   0.89.0               h2de54a5_5    conda-forge
poppler-data              0.4.10                        0    conda-forge
postgresql                12.3                 h6303168_3    conda-forge
proj                      7.1.1                h966b41f_3    conda-forge
prometheus_client         0.10.1             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.18             pyha770c72_0    conda-forge
prompt_toolkit            3.0.18               hd8ed1ab_0    conda-forge
protobuf                  3.15.7           py38h709712a_0    conda-forge
psutil                    5.8.0            py38h497a2fe_1    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
py                        1.10.0             pyhd3deb0d_0    conda-forge
py-cpuinfo                7.0.0              pyh9f0ad1d_0    conda-forge
py-lief                   0.10.1           py38h348cfbe_2    conda-forge
pyarrow                   1.0.1           py38hb53058b_35_cuda    conda-forge
pyasn1                    0.4.8                      py_0    conda-forge
pyasn1-modules            0.2.8                      py_0  
pycodestyle               2.6.0              pyh9f0ad1d_0    conda-forge
pycosat                   0.6.3           py38h497a2fe_1006    conda-forge
pycparser                 2.20               pyh9f0ad1d_2    conda-forge
pycryptodome              3.10.1           py38h80e8405_0    conda-forge
pyct                      0.4.8                    py38_0  
pydeck                    0.5.0              pyh9f0ad1d_0    conda-forge
pyee                      7.0.4              pyh9f0ad1d_0    conda-forge
pyflakes                  2.2.0              pyh9f0ad1d_0    conda-forge
pygments                  2.8.1              pyhd8ed1ab_0    conda-forge
pyjwt                     2.0.1              pyhd8ed1ab_1    conda-forge
pynndescent               0.5.2              pyh44b312d_0    conda-forge
pynvml                    8.0.4                      py_1    conda-forge
pyopenssl                 20.0.1             pyhd8ed1ab_0    conda-forge
pyorc                     0.4.0            py38hec75c54_1    conda-forge
pyparsing                 2.4.7              pyh9f0ad1d_0    conda-forge
pyppeteer                 0.2.2                      py_1    conda-forge
pyproj                    2.6.1.post1      py38h56787f0_3    conda-forge
pyrsistent                0.17.3           py38h497a2fe_2    conda-forge
pysocks                   1.7.1            py38h578d9bd_3    conda-forge
pytest                    6.2.3            py38h578d9bd_0    conda-forge
pytest-asyncio            0.12.0           py38h32f6830_2    conda-forge
pytest-benchmark          3.2.3              pyh9f0ad1d_0    conda-forge
pytest-cov                2.11.1             pyh44b312d_0    conda-forge
pytest-forked             1.3.0              pyhd3deb0d_0    conda-forge
pytest-repeat             0.8.0                      py_0    conda-forge
pytest-timeout            1.4.2              pyh9f0ad1d_0    conda-forge
pytest-xdist              2.2.1              pyhd8ed1ab_0    conda-forge
python                    3.8.8           hffdb5ce_0_cpython    conda-forge
python-confluent-kafka    1.5.0            py38h1e0a361_0    conda-forge
python-dateutil           2.8.1                      py_0    conda-forge
python-jose               3.2.0                      py_0  
python-libarchive-c       2.9              py38h924ce5b_2    conda-forge
python-louvain            0.15               pyhd3deb0d_0    conda-forge
python_abi                3.8                      1_cp38    conda-forge
pytz                      2021.1             pyhd8ed1ab_0    conda-forge
pyviz_comms               2.0.1              pyhd3deb0d_0    conda-forge
pywavelets                1.1.1            py38hab2c0dc_3    conda-forge
pyyaml                    5.4.1            py38h497a2fe_0    conda-forge
pyzmq                     22.0.3           py38h2035c66_1    conda-forge
rapidjson                 1.1.0             hf484d3e_1002    conda-forge
rapids-build-env          0.20.0a210409   cuda11.0_py38_gfbc66fa_270    rapidsai-nightly
rapids-doc-env            0.20.0a210409   py38_gfbc66fa_270    rapidsai-nightly
rapids-notebook-env       0.20.0a210409   cuda11.0_py38_gfbc66fa_270    rapidsai-nightly
re2                       2021.04.01           h9c3ff4c_0    conda-forge
readline                  8.1                  h27cfd23_0  
readme_renderer           27.0               pyh9f0ad1d_0    conda-forge
recommonmark              0.7.1              pyhd8ed1ab_0    conda-forge
regex                     2021.4.4         py38h497a2fe_0    conda-forge
requests                  2.25.1             pyhd3deb0d_0    conda-forge
requests-oauthlib         1.3.0              pyh9f0ad1d_0    conda-forge
requests-toolbelt         0.9.1                      py_0    conda-forge
responses                 0.13.2             pyhd8ed1ab_0    conda-forge
rfc3986                   1.4.0              pyh9f0ad1d_0    conda-forge
rhash                     1.4.1                h7f98852_0    conda-forge
ripgrep                   12.1.1               h516909a_1    conda-forge
rmm                       0.20.0a210409   cuda_11.0_py38_g80bfeb2_13    rapidsai-nightly
rsa                       4.7.2              pyh44b312d_0    conda-forge
rtree                     0.9.7            py38h02d302b_1    conda-forge
ruamel_yaml               0.15.100         py38h27cfd23_0  
s2n                       1.0.0                h9b69904_0    conda-forge
s3fs                      0.6.0              pyhd8ed1ab_0    conda-forge
s3transfer                0.3.6              pyhd8ed1ab_0    conda-forge
scikit-image              0.18.1           py38h51da96c_0    conda-forge
scikit-learn              0.23.1           py38h3a94b23_0    conda-forge
scipy                     1.6.0            py38hb2138dd_0    conda-forge
seaborn                   0.11.1               ha770c72_0    conda-forge
seaborn-base              0.11.1             pyhd8ed1ab_1    conda-forge
secretstorage             3.3.1            py38h578d9bd_0    conda-forge
send2trash                1.5.0                      py_0    conda-forge
setuptools                52.0.0           py38h06a4308_0  
shapely                   1.7.1            py38hc7361b7_1    conda-forge
shellcheck                0.7.1                         0    conda-forge
simpervisor               0.4                pyhd8ed1ab_0    conda-forge
six                       1.15.0             pyh9f0ad1d_0    conda-forge
snappy                    1.1.8                he1b5a44_3    conda-forge
sniffio                   1.2.0            py38h578d9bd_1    conda-forge
snowballstemmer           2.1.0              pyhd8ed1ab_0    conda-forge
sortedcontainers          2.3.0              pyhd8ed1ab_0    conda-forge
soupsieve                 2.2.1              pyhd3eb1b0_0  
spdlog                    1.7.0                hc9558a2_2    conda-forge
sphinx                    3.5.3              pyhd8ed1ab_0    conda-forge
sphinx-copybutton         0.3.1              pyhd8ed1ab_0    conda-forge
sphinx-markdown-tables    0.0.15             pyhd3deb0d_0    conda-forge
sphinx_rtd_theme          0.5.2              pyhd8ed1ab_1    conda-forge
sphinxcontrib-applehelp   1.0.2                      py_0    conda-forge
sphinxcontrib-devhelp     1.0.2                      py_0    conda-forge
sphinxcontrib-htmlhelp    1.0.3                      py_0    conda-forge
sphinxcontrib-jsmath      1.0.1                      py_0    conda-forge
sphinxcontrib-qthelp      1.0.3                      py_0    conda-forge
sphinxcontrib-serializinghtml 1.1.4                      py_0    conda-forge
sphinxcontrib-websupport  1.2.4              pyh9f0ad1d_0    conda-forge
sqlite                    3.35.4               h74cdb3f_0    conda-forge
sshpubkeys                3.1.0                      py_0    conda-forge
statsmodels               0.12.2           py38h5c078b8_0    conda-forge
streamz                   0.6.2              pyh44b312d_0    conda-forge
tbb                       2020.3               hfd86e86_0  
tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
terminado                 0.9.4            py38h578d9bd_0    conda-forge
testpath                  0.4.4                      py_0    conda-forge
threadpoolctl             2.1.0              pyh5ca1d4c_0    conda-forge
tifffile                  2021.4.8           pyhd8ed1ab_0    conda-forge
tiledb                    2.2.7                h91fcb0e_0    conda-forge
tk                        8.6.10               hed695b0_1    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
toolz                     0.11.1                     py_0    conda-forge
tornado                   6.1              py38h497a2fe_1    conda-forge
tqdm                      4.60.0             pyhd8ed1ab_0    conda-forge
traitlets                 5.0.5                      py_0    conda-forge
treelite                  1.1.0            py38hd08a91b_0    conda-forge
treelite-runtime          1.1.0                    pypi_0    pypi
twine                     3.4.1              pyhd8ed1ab_0    conda-forge
typed-ast                 1.4.2            py38h497a2fe_0    conda-forge
typing-extensions         3.7.4.3                       0    conda-forge
typing_extensions         3.7.4.3                    py_0    conda-forge
tzcode                    2021a                h7f98852_1    conda-forge
ucx                       1.9.0+gcd9efd3       cuda11.0_0    rapidsai
ucx-proc                  1.0.0                       gpu    rapidsai
ucx-py                    0.20.0a210409   py38_gcd9efd3_2    rapidsai-nightly
umap-learn                0.5.1            py38h578d9bd_0    conda-forge
urllib3                   1.26.4             pyhd8ed1ab_0    conda-forge
wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
webencodings              0.5.1                      py_1    conda-forge
websocket-client          0.58.0           py38h06a4308_4  
websockets                8.1              py38h497a2fe_3    conda-forge
werkzeug                  1.0.1              pyh9f0ad1d_0    conda-forge
wheel                     0.36.2             pyhd3deb0d_0    conda-forge
widgetsnbextension        3.5.1            py38h578d9bd_4    conda-forge
wrapt                     1.12.1           py38h497a2fe_3    conda-forge
xarray                    0.17.0             pyhd8ed1ab_0    conda-forge
xerces-c                  3.2.3                h9d8b166_2    conda-forge
xmltodict                 0.12.0                     py_0    conda-forge
xorg-kbproto              1.0.7             h14c3975_1002    conda-forge
xorg-libice               1.0.10               h516909a_0    conda-forge
xorg-libsm                1.2.3             hd9c2040_1000    conda-forge
xorg-libx11               1.7.0                h36c2ea0_0    conda-forge
xorg-libxext              1.3.4                h7f98852_1    conda-forge
xorg-libxrender           0.9.10            h7f98852_1003    conda-forge
xorg-renderproto          0.11.1            h14c3975_1002    conda-forge
xorg-xextproto            7.3.0             h14c3975_1002    conda-forge
xorg-xproto               7.0.31            h14c3975_1007    conda-forge
xz                        5.2.5                h516909a_1    conda-forge
yaml                      0.2.5                h516909a_0    conda-forge
yarl                      1.6.3            py38h497a2fe_1    conda-forge
zeromq                    4.3.4                h9c3ff4c_0    conda-forge
zfp                       0.5.5                h9c3ff4c_5    conda-forge
zict                      2.0.0                      py_0    conda-forge
zipp                      3.4.1              pyhd8ed1ab_0    conda-forge
zlib                      1.2.11            h516909a_1010    conda-forge
zstd                      1.4.9                ha95c52a_0    conda-forge
lowener commented 3 years ago

I also noticed this with the following stress test: FAILED python/cuml/test/test_random_forest.py::test_rf_classification_seed[small_clf2-float32] - assert 0.9865 == 0.98654

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