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RAPIDS: Difference between revisions
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To build a Singularity image for RAPIDS, the first thing to do is to find and select a Docker image provided by NVIDIA. | To build a Singularity image for RAPIDS, the first thing to do is to find and select a Docker image provided by NVIDIA. | ||
==Finding a Docker image== | ==Finding a Docker image== <!--T:6--> | ||
There are three types of RAPIDS Docker images: ''base'', ''runtime'', and ''devel''. For each type, multiple images are provided for different combinations of RAPIDS and CUDA versions, either on Ubuntu or on CentOS. You can find the Docker <tt>pull</tt> command for a selected image under the '''Tags''' tab on each site. | There are three types of RAPIDS Docker images: ''base'', ''runtime'', and ''devel''. For each type, multiple images are provided for different combinations of RAPIDS and CUDA versions, either on Ubuntu or on CentOS. You can find the Docker <tt>pull</tt> command for a selected image under the '''Tags''' tab on each site. | ||
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It usually takes from thirty to sixty minutes to complete the image-building process. Since the image size is relatively large, you need to have enough memory and disk space on the server to build such an image. | It usually takes from thirty to sixty minutes to complete the image-building process. Since the image size is relatively large, you need to have enough memory and disk space on the server to build such an image. | ||
=Working on clusters with a Singularity image= | =Working on clusters with a Singularity image= <!--T:12--> | ||
Once you have a Singularity image for RAPIDS ready in your account, you can request an interactive session on a GPU node or submit a batch job to Slurm if you have your RAPIDS code ready. | Once you have a Singularity image for RAPIDS ready in your account, you can request an interactive session on a GPU node or submit a batch job to Slurm if you have your RAPIDS code ready. | ||