--- a
+++ b/env/tfgpu.yml
@@ -0,0 +1,216 @@
+name: tfgpu
+channels:
+  - fastai
+  - hcc
+  - conda-forge
+  - anaconda
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - _py-xgboost-mutex=1.0=gpu_0
+  - _pytorch_select=0.2=gpu_0
+  - _tflow_select=2.1.0=gpu
+  - absl-py=0.7.1=py36_0
+  - asn1crypto=0.24.0=py36_0
+  - astor=0.8.0=py36_0
+  - astroid=2.3.1=py36_0
+  - attrs=19.1.0=py36_1
+  - backcall=0.1.0=py36_0
+  - beautifulsoup4=4.8.0=py36_0
+  - blas=1.0=mkl
+  - bleach=3.1.0=py36_0
+  - bottleneck=1.2.1=py36h035aef0_1
+  - bzip2=1.0.8=h7b6447c_0
+  - c-ares=1.15.0=h7b6447c_1001
+  - ca-certificates=2019.10.16=0
+  - cairo=1.14.12=h8948797_3
+  - catboost=0.18.1=py36_0
+  - certifi=2019.9.11=py36_0
+  - cffi=1.12.3=py36h2e261b9_0
+  - chardet=3.0.4=py36_1003
+  - contextlib2=0.5.5=py36_0
+  - cryptography=2.7=py36h1ba5d50_0
+  - cudatoolkit=9.2=0
+  - cudnn=7.6.0=cuda9.2_0
+  - cupti=9.2.148=0
+  - cycler=0.10.0=py36_0
+  - cymem=2.0.2=py36hfd86e86_0
+  - cython=0.29.2=py36he6710b0_0
+  - cytoolz=0.9.0.1=py36h14c3975_1
+  - dataclasses=0.6=py36_0
+  - dbus=1.13.6=h746ee38_0
+  - decorator=4.4.0=py36_1
+  - defusedxml=0.6.0=py_0
+  - dill=0.2.9=py36_0
+  - entrypoints=0.3=py36_0
+  - expat=2.2.6=he6710b0_0
+  - fastai=1.0.57=1
+  - fastprogress=0.1.21=py_0
+  - ffmpeg=4.0=hcdf2ecd_0
+  - fontconfig=2.13.0=h9420a91_0
+  - freeglut=3.0.0=hf484d3e_5
+  - freetype=2.9.1=h8a8886c_1
+  - future=0.17.1=py36_1000
+  - gast=0.2.2=py36_0
+  - glib=2.56.2=hd408876_0
+  - gmp=6.1.2=h6c8ec71_1
+  - graphite2=1.3.13=h23475e2_0
+  - grpcio=1.16.1=py36hf8bcb03_1
+  - gst-plugins-base=1.14.0=hbbd80ab_1
+  - gstreamer=1.14.0=hb453b48_1
+  - h5py=2.8.0=py36h989c5e5_3
+  - harfbuzz=1.8.8=hffaf4a1_0
+  - hdf5=1.10.2=hba1933b_1
+  - icu=58.2=h9c2bf20_1
+  - idna=2.8=py36_0
+  - intel-openmp=2019.4=243
+  - ipykernel=5.1.2=py36h39e3cac_0
+  - ipython=7.8.0=py36h39e3cac_0
+  - ipython_genutils=0.2.0=py36_0
+  - ipywidgets=7.5.1=py_0
+  - isort=4.3.21=py36_0
+  - jasper=2.0.14=h07fcdf6_1
+  - jedi=0.15.1=py36_0
+  - jinja2=2.10.1=py36_0
+  - joblib=0.14.0=py_0
+  - jpeg=9b=h024ee3a_2
+  - jsonschema=3.0.2=py36_0
+  - jupyter=1.0.0=py36_7
+  - jupyter_client=5.3.1=py_0
+  - jupyter_console=6.0.0=py36_0
+  - jupyter_core=4.5.0=py_0
+  - kaggle=1.5.6=py36_0
+  - keras=2.2.4=0
+  - keras-applications=1.0.8=py_0
+  - keras-base=2.2.4=py36_0
+  - keras-preprocessing=1.1.0=py_1
+  - kiwisolver=1.1.0=py36he6710b0_0
+  - lazy-object-proxy=1.4.2=py36h7b6447c_0
+  - libedit=3.1.20181209=hc058e9b_0
+  - libffi=3.2.1=hd88cf55_4
+  - libgcc-ng=9.1.0=hdf63c60_0
+  - libgfortran-ng=7.3.0=hdf63c60_0
+  - libglu=9.0.0=hf484d3e_1
+  - libopencv=3.4.2=hb342d67_1
+  - libopus=1.3=h7b6447c_0
+  - libpng=1.6.37=hbc83047_0
+  - libprotobuf=3.6.1=hd408876_0
+  - libsodium=1.0.16=h1bed415_0
+  - libstdcxx-ng=9.1.0=hdf63c60_0
+  - libtiff=4.0.10=h2733197_2
+  - libuuid=1.0.3=h1bed415_2
+  - libvpx=1.7.0=h439df22_0
+  - libxcb=1.13=h1bed415_1
+  - libxgboost=0.90=h4d71fd4_0
+  - libxml2=2.9.9=hea5a465_1
+  - libxslt=1.1.33=h7d1a2b0_0
+  - lxml=4.3.0=py36hefd8a0e_0
+  - markdown=3.1.1=py36_0
+  - markupsafe=1.1.1=py36h7b6447c_0
+  - matplotlib=3.0.2=py36h5429711_0
+  - mccabe=0.6.1=py36_1
+  - mistune=0.8.4=py36h7b6447c_0
+  - mkl=2019.4=243
+  - mkl-service=2.3.0=py36he904b0f_0
+  - mkl_fft=1.0.14=py36ha843d7b_0
+  - mkl_random=1.0.2=py36hd81dba3_0
+  - msgpack-numpy=0.4.3.2=py36_0
+  - msgpack-python=0.6.1=py36hfd86e86_1
+  - murmurhash=1.0.2=py36he6710b0_0
+  - nbconvert=5.5.0=py_0
+  - nbformat=4.4.0=py36_0
+  - ncurses=6.1=he6710b0_1
+  - ninja=1.9.0=py36hfd86e86_0
+  - notebook=6.0.1=py36_0
+  - numexpr=2.7.0=py36h9e4a6bb_0
+  - numpy=1.16.5=py36h7e9f1db_0
+  - numpy-base=1.16.5=py36hde5b4d6_0
+  - nvidia-ml-py3=7.352.0=py_0
+  - olefile=0.46=py36_0
+  - onnx=1.4.1=py36hf2d0322_0
+  - opencv=3.4.2=py36h6fd60c2_1
+  - openssl=1.1.1=h7b6447c_0
+  - packaging=19.1=py36_0
+  - pandas=0.24.1=py36he6710b0_0
+  - pandoc=2.2.3.2=0
+  - pandocfilters=1.4.2=py36_1
+  - parso=0.5.1=py_0
+  - pcre=8.43=he6710b0_0
+  - pexpect=4.7.0=py36_0
+  - pickleshare=0.7.5=py36_0
+  - pillow=5.4.1=py36h34e0f95_0
+  - pip=19.2.2=py36_0
+  - pixman=0.38.0=h7b6447c_0
+  - plac=0.9.6=py36_0
+  - preshed=2.0.1=py36he6710b0_0
+  - prometheus_client=0.7.1=py_0
+  - prompt_toolkit=2.0.9=py36_0
+  - protobuf=3.6.1=py36he6710b0_0
+  - ptyprocess=0.6.0=py36_0
+  - py-opencv=3.4.2=py36hb342d67_1
+  - py-xgboost=0.90=py36h4d71fd4_0
+  - py-xgboost-gpu=0.90=py36hc51cea8_0
+  - pycocotools=2.0.0=py36h470a237_0
+  - pycparser=2.19=py36_0
+  - pydicom=1.3.0=py_0
+  - pygments=2.4.2=py_0
+  - pylint=2.4.2=py36_0
+  - pyopenssl=19.0.0=py36_0
+  - pyparsing=2.4.2=py_0
+  - pyqt=5.9.2=py36h05f1152_2
+  - pyrsistent=0.14.11=py36h7b6447c_0
+  - pysocks=1.7.0=py36_0
+  - python=3.6.9=h265db76_0
+  - python-dateutil=2.8.0=py36_0
+  - python-slugify=3.0.3=py_0
+  - pytorch=1.2.0=cuda92py36hd3e106c_0
+  - pytz=2019.2=py_0
+  - pyyaml=5.1.2=py36h7b6447c_0
+  - pyzmq=18.1.0=py36he6710b0_0
+  - qt=5.9.7=h5867ecd_1
+  - qtconsole=4.5.5=py_0
+  - readline=7.0=h7b6447c_5
+  - regex=2018.01.10=py36h14c3975_1000
+  - requests=2.22.0=py36_0
+  - scikit-learn=0.21.3=py36hd81dba3_0
+  - scipy=1.3.1=py36h7c811a0_0
+  - send2trash=1.5.0=py36_0
+  - setuptools=41.0.1=py36_0
+  - sip=4.19.8=py36hf484d3e_0
+  - six=1.12.0=py36_0
+  - soupsieve=1.9.2=py36_0
+  - spacy=2.0.18=py36hf484d3e_1000
+  - sqlite=3.29.0=h7b6447c_0
+  - tensorboard=1.12.2=py36he6710b0_0
+  - tensorflow=1.12.0=gpu_py36he74679b_0
+  - tensorflow-base=1.12.0=gpu_py36had579c0_0
+  - tensorflow-gpu=1.12.0=h0d30ee6_0
+  - termcolor=1.1.0=py36_1
+  - terminado=0.8.2=py36_0
+  - testpath=0.4.2=py36_0
+  - text-unidecode=1.2=py36_0
+  - thinc=6.12.1=py36h637b7d7_1000
+  - tk=8.6.8=hbc83047_0
+  - toolz=0.10.0=py_0
+  - torchvision=0.4.0=cuda92py36h1667eeb_0
+  - tornado=6.0.3=py36h7b6447c_0
+  - tqdm=4.32.1=py_0
+  - traitlets=4.3.2=py36_0
+  - typed-ast=1.4.0=py36h7b6447c_0
+  - typing=3.6.4=py36_0
+  - ujson=1.35=py36h14c3975_0
+  - unidecode=1.0.23=py36_0
+  - urllib3=1.24.2=py36_0
+  - wcwidth=0.1.7=py36_0
+  - webencodings=0.5.1=py36_1
+  - werkzeug=0.15.5=py_0
+  - wheel=0.33.4=py36_0
+  - widgetsnbextension=3.5.1=py36_0
+  - wrapt=1.10.11=py36h14c3975_2
+  - xz=5.2.4=h14c3975_4
+  - yaml=0.1.7=had09818_2
+  - zeromq=4.3.1=he6710b0_3
+  - zlib=1.2.11=h7b6447c_3
+  - zstd=1.3.7=h0b5b093_0
+prefix: /home/javi/anaconda3/envs/deleteme
+