Conda install for h2o4gpu installs more packages in environment than pip install

[hemenkapadia]

Noticed that conda install of h2o4gpu installs lot more packages in the created environment than the corresponding pip install method.

(env) hemen@mr-dl7:~/Workspace/Office/h2o4gpu-issue$ pip list --local
Package           Version    
----------------- -----------
apipkg            1.5        
astroid           1.6.6      
atomicwrites      1.3.0      
attrs             19.1.0     
coverage          4.5.3      
execnet           1.6.0      
future            0.16.0     
h2o4gpu           0.3.1.10000
isort             4.3.17     
lazy-object-proxy 1.3.1      
mccabe            0.6.1      
more-itertools    7.0.0      
numpy             1.15.1     
pandas            0.24.1     
pip               19.0.3     
pluggy            0.9.0      
psutil            5.4.5      
py                1.8.0      
pylint            1.8.4      
pytest            3.10.1     
pytest-cov        2.5.1      
pytest-forked     0.2        
pytest-xdist      1.22.2     
python-dateutil   2.7.2      
pytz              2018.4     
scikit-learn      0.19.1     
scipy             1.1.0      
setuptools        41.0.0     
six               1.12.0     
tabulate          0.8.2      
wheel             0.33.1     
wrapt             1.11.1     
(env) hemen@mr-dl7:~/Workspace/Office/h2o4gpu-issue$ 

Whereas the conda based environment includes

(h2o4gpu) hemen@mr-dl7:~$ conda list
# packages in environment at /home/hemen/miniconda/envs/h2o4gpu:
#
# Name                    Version                   Build  Channel
alabaster                 0.7.12                     py_0    conda-forge
apipkg                    1.4                      py36_0    conda-forge
arrow-cpp                 0.13.0           py36h73cd1b8_0    conda-forge
asn1crypto                0.24.0                py36_1003    conda-forge
astroid                   1.6.5                    py36_0    conda-forge
attrs                     17.4.0                     py_0    conda-forge
awscli                    1.15.6                   py36_0    conda-forge
babel                     2.6.0                      py_1    conda-forge
backcall                  0.1.0                      py_0    conda-forge
blas                      1.0                         mkl  
bleach                    3.1.0                    pypi_0    pypi
boost-cpp                 1.68.0            h11c811c_1000    conda-forge
botocore                  1.10.6                     py_0    conda-forge
brotli                    1.0.7             hf484d3e_1000    conda-forge
bzip2                     1.0.6             h14c3975_1002    conda-forge
ca-certificates           2019.3.9             hecc5488_0    conda-forge
certifi                   2019.3.9                 py36_0    conda-forge
cffi                      1.12.2           py36hf0e25f4_1    conda-forge
chardet                   3.0.4                 py36_1003    conda-forge
colorama                  0.3.7                    py36_0    conda-forge
coverage                  4.4.1                    py36_0    conda-forge
cryptography              2.5              py36hb7f436b_1    conda-forge
cycler                    0.10.0                     py_1    conda-forge
cython                    0.27.3                   py36_0    conda-forge
dbus                      1.13.0            h4e0c4b3_1000    conda-forge
decorator                 4.4.0                      py_0    conda-forge
docutils                  0.14                  py36_1001    conda-forge
entrypoints               0.3                   py36_1000    conda-forge
execnet                   1.5.0                      py_0    conda-forge
expat                     2.2.5             hf484d3e_1002    conda-forge
feather-format            0.4.0                   py_1003    conda-forge
fontconfig                2.12.1                        4    conda-forge
freetype                  2.7                           1    conda-forge
future                    0.16.0                py36_1002    conda-forge
gettext                   0.19.8.1          hc5be6a0_1002    conda-forge
gflags                    2.2.2             hf484d3e_1001    conda-forge
glib                      2.58.3            hf63aee3_1001    conda-forge
glog                      0.3.5             hf484d3e_1001    conda-forge
gst-plugins-base          1.14.4            hdf3bae2_1001    conda-forge
gstreamer                 1.14.4            h66beb1c_1001    conda-forge
h2o                       3.18.0.11                py36_0    h2oai
h2o4gpu-cuda9             0.3.0.10000     py36_linux_64_56b6165_55    h2oai
icu                       58.2              hf484d3e_1000    conda-forge
idna                      2.8                   py36_1000    conda-forge
imagesize                 1.1.0                      py_0    conda-forge
intel-openmp              2019.3                      199  
ipykernel                 4.6.1                    py36_0    conda-forge
ipython                   6.3.1                    py36_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipywidgets                6.0.0                    py36_0    conda-forge
isort                     4.3.17                   py36_0    conda-forge
jedi                      0.13.3                   py36_0    conda-forge
jinja2                    2.10.1                     py_0    conda-forge
jmespath                  0.9.4                      py_0    conda-forge
jpeg                      9c                h14c3975_1001    conda-forge
jsonschema                3.0.1                    py36_0    conda-forge
jupyter                   1.0.0                      py_2    conda-forge
jupyter_client            5.2.4                      py_3    conda-forge
jupyter_console           5.1.0                    py36_0    conda-forge
jupyter_core              4.4.0                      py_0    conda-forge
lazy-object-proxy         1.3.1           py36h14c3975_1000    conda-forge
libffi                    3.2.1             he1b5a44_1006    conda-forge
libgcc-ng                 8.2.0                hdf63c60_1  
libgfortran-ng            7.3.0                hdf63c60_0  
libiconv                  1.15              h516909a_1005    conda-forge
libpng                    1.6.36            h84994c4_1000    conda-forge
libprotobuf               3.7.1                h8b12597_0    conda-forge
libsodium                 1.0.16            h14c3975_1001    conda-forge
libstdcxx-ng              8.2.0                hdf63c60_1  
libtiff                   4.0.10            h9022e91_1002    conda-forge
libxcb                    1.13              h14c3975_1002    conda-forge
libxml2                   2.9.8             h143f9aa_1005    conda-forge
llvmlite                  0.23.0                   py36_1    conda-forge
lz4-c                     1.8.1.2                       0    conda-forge
markupsafe                1.1.1            py36h14c3975_0    conda-forge
matplotlib                2.0.2                    py36_2    conda-forge
mccabe                    0.6.1                      py_1    conda-forge
mistune                   0.8.4           py36h14c3975_1000    conda-forge
mkl                       2018.0.3                      1  
mkl_fft                   1.0.10                   py36_0    conda-forge
mkl_random                1.0.2                    py36_0    conda-forge
more-itertools            4.3.0                 py36_1000    conda-forge
nbconvert                 5.3.1                    py36_0  
nbformat                  4.3.0                    py36_0    conda-forge
ncurses                   5.9                          10    conda-forge
notebook                  5.4.1                    py36_0    conda-forge
numba                     0.38.0                   py36_0    conda-forge
numpy                     1.15.1           py36h3b04361_0  
numpy-base                1.15.1           py36h81de0dd_0  
olefile                   0.46                       py_0    conda-forge
openssl                   1.0.2r               h14c3975_0    conda-forge
pandas                    0.23.4          py36h637b7d7_1000    conda-forge
pandoc                    2.7.2                         0    conda-forge
pandocfilters             1.4.2                      py_1    conda-forge
parquet-cpp               1.5.1                         2    conda-forge
parso                     0.4.0                      py_0    conda-forge
patsy                     0.5.1                      py_0    conda-forge
pcre                      8.41              hf484d3e_1003    conda-forge
pexpect                   4.7.0                    py36_0    conda-forge
pickleshare               0.7.5                 py36_1000    conda-forge
pillow                    4.2.1                    py36_0    conda-forge
pip                       19.0.3                   py36_0    conda-forge
pluggy                    0.6.0                      py_0    conda-forge
prompt_toolkit            1.0.15                     py_1    conda-forge
psutil                    5.4.5                    py36_0    conda-forge
pthread-stubs             0.4               h14c3975_1001    conda-forge
ptyprocess                0.6.0                   py_1001    conda-forge
py                        1.5.2                      py_0    conda-forge
pyarrow                   0.13.0           py36h0978efd_0    conda-forge
pyasn1                    0.4.4                      py_1    conda-forge
pycparser                 2.19                     py36_1    conda-forge
pygments                  2.3.1                      py_0    conda-forge
pylint                    1.8.4                    py36_0    conda-forge
pyopenssl                 19.0.0                   py36_0    conda-forge
pyparsing                 2.4.0                      py_0    conda-forge
pyqt                      5.6.0           py36h13b7fb3_1008    conda-forge
pyrsistent                0.14.11          py36h14c3975_0    conda-forge
pysocks                   1.6.8                 py36_1002    conda-forge
pytest                    3.5.1                    py36_0    conda-forge
pytest-cov                2.5.1                      py_1    conda-forge
pytest-forked             0.2                        py_0    conda-forge
pytest-xdist              1.22.2                        0    conda-forge
python                    3.6.3                         1    conda-forge
python-dateutil           2.7.2                      py_0    conda-forge
pytz                      2018.4                     py_0    conda-forge
pyyaml                    3.12                     py36_1    conda-forge
pyzmq                     17.0.0           py36hae99301_5    conda-forge
qt                        5.6.2                         3    conda-forge
qtconsole                 4.4.3                      py_0    conda-forge
re2                       2019.04.01           he1b5a44_0    conda-forge
readline                  6.2                           0    conda-forge
requests                  2.21.0                py36_1000    conda-forge
rsa                       3.4.2                      py_1    conda-forge
s3transfer                0.1.13                py36_1001    conda-forge
scikit-learn              0.19.1           py36hedc7406_0  
scipy                     1.1.0            py36hfa4b5c9_1  
seaborn                   0.8.1                      py_1    conda-forge
send2trash                1.5.0                      py_0    conda-forge
setuptools                41.0.0                   py36_0    conda-forge
simplegeneric             0.8.1                      py_1    conda-forge
sip                       4.18.1          py36hf484d3e_1000    conda-forge
six                       1.11.0                py36_1001    conda-forge
snappy                    1.1.7             hf484d3e_1002    conda-forge
snowballstemmer           1.2.1                      py_1    conda-forge
sphinx                    1.5.6                    py36_0    conda-forge
sphinx_rtd_theme          0.2.4                    py36_0    conda-forge
sqlite                    3.13.0                        1    conda-forge
statsmodels               0.9.0           py36h3010b51_1000    conda-forge
tabulate                  0.8.2                      py_0    conda-forge
terminado                 0.8.2                    py36_0    conda-forge
testpath                  0.4.2                   py_1001    conda-forge
thrift-cpp                0.12.0            h23e226f_1001    conda-forge
tk                        8.5.19                        2    conda-forge
tornado                   6.0.2            py36h516909a_0    conda-forge
traitlets                 4.3.2                 py36_1000    conda-forge
urllib3                   1.24.1                py36_1000    conda-forge
wcwidth                   0.1.7                      py_1    conda-forge
webencodings              0.5.1                      py_1    conda-forge
wheel                     0.31.1                py36_1001    conda-forge
widgetsnbextension        3.4.2                 py36_1000    conda-forge
wrapt                     1.11.1           py36h14c3975_0    conda-forge
xorg-libxau               1.0.9                h14c3975_0    conda-forge
xorg-libxdmcp             1.1.3                h516909a_0    conda-forge
xz                        5.2.4             h14c3975_1001    conda-forge
yaml                      0.1.7             h14c3975_1001    conda-forge
yapf                      0.17.0                   py36_0    conda-forge
zeromq                    4.2.5             hf484d3e_1006    conda-forge
zlib                      1.2.11            h14c3975_1004    conda-forge
zstd                      1.3.3                         1    conda-forge
(h2o4gpu) hemen@mr-dl7:~$ ds