{"id":18010,"date":"2025-03-03T13:52:02","date_gmt":"2025-03-03T12:52:02","guid":{"rendered":"https:\/\/www.sling.si\/rendering-job-preparation-for-multiple-gpus-in-an-hpc-cluster\/"},"modified":"2025-03-03T13:52:03","modified_gmt":"2025-03-03T12:52:03","slug":"rendering-job-preparation-for-multiple-gpus-in-an-hpc-cluster","status":"publish","type":"page","link":"https:\/\/www.sling.si\/en\/rendering-job-preparation-for-multiple-gpus-in-an-hpc-cluster\/","title":{"rendered":"Rendering job preparation for multiple GPUs in an HPC cluster"},"content":{"rendered":"\n

Slovenski nacionalni kompeten\u010dni center deluje v okviru Slovenskega nacionalnega superra\u010dunalni\u0161kega omre\u017eja SLING, ki spodbuja kori\u0161\u010denje superra\u010dunalni\u0161kih (HPC) zmogljivosti za potrebe znanstvenih in industrijskih raziskav, na akademskem podro\u010dju ter pri zagotavljanju javnih storitev. Spodbuja dvig znanja v Sloveniji na prodro\u010dju superra\u010dunalni\u0161tva ter pove\u010dati ozave\u0161\u010denost o vseh prednostih, ki jih prina\u0161a ta tehnologija. <\/p>\n\n

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GOSTOL \u2013 GOPAN is a global provider of integrated industrial solutions for medium-sized and large industrial bakeries, including equipment for dough mixing, dividing, molding, proofing, baking and cooling. Complete adaptability to the buyer’s needs, more than 70 years of experience in the field of baking industry, technically and technologically sophisticated, energy-efficient equipment, innovativeness and reliability are our main qualities. <\/p>\n\n\n\n

Image: Industrial bakery line for free-baked long loaves<\/p>\n<\/div><\/div>\n\n

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In this case we wanted to achieve two goals. The first<\/strong> was to demonstrate to the customer that using a GPU cluster is a much faster and cheaper solution than using a powerful workstation. We achieved this by comparing the time needed to finish the same computations on one workstation and on multiple GPU nodes. <\/p>\n\n

The second<\/strong> was to prepare a simple and intuitive application that allows the user to upload the blend file, define the frame range to be rendered and the number of GPU nodes available. The application prepares the job scripts for each node by splitting the desired frame range into multiple sets of frame ranges for each GPU on a single node. This way we can automate the process of job scripts preparation, optimize resources allocation and evenly distribute the workload among nodes and GPUs. <\/p>\n\n

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Benefits of supercomputing to the business:<\/strong><\/h2>\n\n\n\n
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