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NeMo Framework Megatron Backend
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NVIDIA
NVIDIA
NeMo Framework Megatron Backend

NVIDIA NeMo™ framework Megatron backend supports pre-training, post-training, and reinforcement learning of LLMs and multi-modal generative AI models with state-of-the-art data processing, model training techniques, and flexible deployment options.

NVIDIA AI Enterprise Supported
LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4WORKDIR
/workspace/nemo_examples
01/02/2020 6:35 PM UTC
sha256:c07b504b39d7f4096f20538c957611930484429afb42ceafed4c8eecce665efaRUN
printf "#!/bin/bash\njupyter lab --no-browser --allow-root --ip=0.0.0.0" >> start-jupyter.sh &&
  chmod +x start-jupyter.sh
01/02/2020 6:35 PM UTC
sha256:ebf025be547c7fc8513137bf2bb65d2fa9be6b33b2db4ec4f379596a677b23b1RUN
mv examples/ /workspace/nemo_examples &&
  rm -rf /workspace/nemo
01/02/2020 6:35 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4WORKDIR
/workspace/nemo
01/02/2020 6:34 PM UTC
sha256:d17da4df6503f9444431f27c5f5a9a743c1a29d15505991aaa78a622791e436fRUN
cd nemo &&
  pip install . &&
  cd ../collections/nemo_asr &&
  pip install . &&
  cd ../nemo_nlp &&
  pip install . &&
  cd ../nemo_simple_gan &&
  pip install . &&
  cd ../nemo_tts &&
  pip install .
01/02/2020 6:34 PM UTC
sha256:cd1e32397db347cf79d42fd99f03efea0103c6ccbafc8179a003a884379ef3beCOPY
dir:bd5d0adc28f5127bd0193eac1ea9433f2281da7a24bfe029cbd9f9c41fc98040 in .
01/02/2020 6:34 PM UTC
sha256:ea4b2a574759235b879b6a19412fa787d71d9a5e1164b6beb420d43d84a751edRUN
pip install --disable-pip-version-check -U -r requirements.txt
12/07/2019 12:08 AM UTC
sha256:7308ac252806100bc78e3738d342057b029d0cbefd424e384c20ee42436a3c46COPY
file:133daf3065d6e3ce2917f4aa30f7a36dc743a7331f787c4c87306ccc50d4af78 in .
12/07/2019 12:07 AM UTC
sha256:114ec44c0f5d6e09ef063740b3e3b861397e26141d8e6c0bb3c15469c845fc4eWORKDIR
/workspace/nemo
12/07/2019 12:07 AM UTC
sha256:c7b43ad10a4ede52f1b56b9a429e8dbd90bca5cd54f8dd8758b9cd6306a3a18eRUN
git clone https://github.com/onnx/onnx-tensorrt.git &&
  cd onnx-tensorrt &&
  git submodule update --init --recursive &&
  patch -f < ../onnx-trt.patch &&
  mkdir build &&
  cd build &&
  cmake .. -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=/usr -DGPU_ARCHS="60 70 75" &&
  make -j16 &&
  make install &&
  mv -f /usr/lib/libnvonnx* /usr/lib/x86_64-linux-gnu/ &&
  ldconfig
12/07/2019 12:07 AM UTC
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