Gaudi2 on Intel® Developer Cloud | Intel Software

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Published on November 22, 2023 3:00:45 PM ● Video Link: https://www.youtube.com/watch?v=qxQFus-Qxpw

Duration: 2:55

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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-References.git

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

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Gaudi2 on Intel® Developer Cloud | Intel Software