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Gaudi2 the powerful AI accelerator , on the Intel developer cloud in a few minutes. The simplest way to get started on a Gaudi2 machine, or an 8 Cards machine. 0. Get a machine (cloud.intel.com) 1. Run the Habana Docker image: docker run -it --runtime=habana -e HABANA_VISIBLE_DEVICES=all -e OMPI_MCA_btl_vader_single_copy_mechanism=none --cap-add=sys_nice --net=host --ipc=host vault.habana.ai/gaudi-docker/1.11.0/ubuntu20.04/habanalabs/pytorch-installer-2.0.1:latest 2. Clone the Model References repository : git clone https://github.com/HabanaAI/Model-Ref... 3. Goto hello-world example: cd Model-References/PyTorch/examples/computer_vision/hello_world/ 4. Update Python path export PYTHONPATH=$PYTHONPATH:Model-References export PYTHON=/usr/bin/python3.8 5. Run training on 1 card: PYTHON mnist.py --batch-size=64 --epochs=1 --lr=1.0 \ --gamma=0.7 --hpu --hmp \ --hmp-bf16=ops_bf16_mnist.txt \ --hmp-fp32=ops_fp32_mnist.txt \ 6. Run training on 8 cards: mpirun -n 8 --bind-to core --map-by slot:PE=6 \ --rank-by core --report-bindings \ --allow-run-as-root \ $PYTHON mnist.py \ --batch-size=64 --epochs=1 \ --lr=1.0 --gamma=0.7 \ --hpu --hmp --hmp-bf16=ops_bf16_mnist.txt \ --hmp-fp32=ops_fp32_mnist.txt \" Habana AI Model-References: https://bit.ly/3R8TuHX Intel® Developer Cloud: https://bit.ly/3FhVYxe Habana - Intel® Developer Cloud: https://bit.ly/46qzGo1 About Intel Software: Intel® Developer Zone is committed to empowering and assisting software developers in creating applications for Intel hardware and software products. The Intel Software YouTube channel is an excellent resource for those seeking to enhance their knowledge. Our channel provides the latest news, helpful tips, and engaging product demos from Intel and our numerous industry partners. Our videos cover various topics; you can explore them further by following the links. Connect with Intel Software: INTEL SOFTWARE WEBSITE: https://intel.ly/2KeP1hD INTEL SOFTWARE on FACEBOOK: http://bit.ly/2z8MPFF INTEL SOFTWARE on TWITTER: http://bit.ly/2zahGSn INTEL SOFTWARE GITHUB: http://bit.ly/2zaih6z INTEL DEVELOPER ZONE LINKEDIN: http://bit.ly/2z979qs INTEL DEVELOPER ZONE INSTAGRAM: http://bit.ly/2z9Xsby INTEL GAME DEV TWITCH: http://bit.ly/2BkNshu #intel #intelsoftware #oneapi Gaudi2 on Intel® Developer Cloud | Intel Software