Samsung Electronics and web firm NAVER Company have introduced a collaboration to develop semiconductor options tailor-made for hyperscale synthetic intelligence (AI) fashions.
Leveraging Samsung’s next-generation reminiscence applied sciences, the businesses intend to mix {hardware} and software program sources to speed up the dealing with of large AI workloads.
Latest advances in hyperscale AI have led to an exponential development in information volumes that must be processed, says Samsung. Nevertheless, the efficiency and effectivity limitations of present computing methods pose important challenges in assembly these heavy computational necessities, fueling the necessity for brand spanking new AI-optimised semiconductor options.
Creating such options requires an in depth convergence of semiconductor and AI disciplines. Samsung is combining its semiconductor design and manufacturing experience with NAVER’s expertise within the improvement and verification of AI algorithms and AI-driven providers to create options that considerably enhance the efficiency and energy effectivity of large-scale AI.
Optimising reminiscence applied sciences for large-scale AI methods
Samsung has beforehand launched reminiscence and storage that help high-speed information processing in AI functions, from computational storage (SmartSSD) and PIM-enabled excessive bandwidth reminiscence (HBM-PIM) to next-generation reminiscence supporting the Compute Categorical Hyperlink (CXL) interface. Samsung will now be part of with NAVER to optimise these reminiscence applied sciences in advancing large-scale AI methods.
NAVER will proceed to refine HyperCLOVA, a hyperscale language mannequin with over 200 billion parameters, whereas bettering its compression algorithms to create a extra simplified mannequin that considerably will increase computation effectivity.
“Via our collaboration with NAVER, we’ll develop cutting-edge semiconductor options to unravel the reminiscence bottleneck in large-scale AI methods,” says Jinman Han, Govt Vice President of Reminiscence World Gross sales & Advertising and marketing at Samsung Electronics. “With tailor-made options that replicate probably the most urgent wants of AI service suppliers and customers, we’re dedicated to broadening our market-leading reminiscence lineup together with computational storage, PIM and extra, to totally accommodate the ever-increasing scale of knowledge.”
“Combining our acquired data and know-how from HyperCLOVA with Samsung’s semiconductor manufacturing prowess, we imagine we are able to create a completely new class of options that may higher sort out the challenges of at the moment’s AI applied sciences,” says Suk Geun Chung, Head of NAVER CLOVA CIC. “We look ahead to broadening our AI capabilities and bolstering our edge in AI competitiveness via this strategic partnership.”
