[Blog] Overcoming GPU Memory Shortage. Starting Local Large-Scale AI with the 748GB Equipped "MSI XpertStation WS300"

Next-generation workstation that enables the use of data center-level AI performance in the laboratory.

The XpertStation WS300 is a data center-grade high-end workstation based on the NVIDIA DGX Station Architecture. It is equipped with the NVIDIA Grace CPU Superchip and NVIDIA Blackwell Ultra GPU, supporting a coherent memory configuration that allows for shared large-capacity memory between the CPU and GPU. It supports advanced research and development applications such as AI training and inference, data analysis, and simulation all in one unit. It enables high-load processing, which previously required large-scale facilities, to be implemented in a more accessible environment within laboratories and development departments.

• Industrial PCs
• server

H200-equipped server that accelerates large-scale AI/HPC with NVLink 4-Way.

This is an AI/HPC server equipped with four NVIDIA H200 NVL GPUs, supporting high-speed communication between GPUs via NVLink Bridge. While based on a standard PCIe server, it minimizes communication bottlenecks between GPUs, efficiently handling large language model inference, generative AI, real-time analytics, and scientific computing. Each GPU is equipped with a large 141GB HBM3e memory, allowing a total of 564GB of GPU memory across four GPUs. It offers Xeon 6 models and EPYC models, and can be customized to suit various applications and existing environments.

• server

From generative AI, LLM, CAE to 3DCG production. GPU solutions supporting next-generation research and development.

This lineup features NVIDIA GPU solutions that support a wide range of research and development as well as creative applications, from generative AI, LLM, CAE, to 3DCG production. It includes a broad selection from the "RTX PRO series" for workstations, "H200 NVL" for AI/HPC, the compact AI supercomputer "DGX Spark," to the high cost-performance "GeForce RTX 50 series." We propose the optimal GPU environment for research institutions, universities, manufacturing, and design development departments. ■ Example of featured products - NVIDIA RTX PRO Blackwell series - NVIDIA H200 NVL - NVIDIA DGX Spark - GeForce RTX 5090 / 5080 / 5070Ti, among others ■ Main applications - Generative AI / Local LLM development - CAE / CFD / Structural analysis - 3DCG / CAD / Video production - AI image analysis / Data science - Scientific and technical computing (HPC)

• Image analysis

NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition equipped

APPLEID Be-Clia Workstation Type-ZU2V2-9 High-Performance Workstation NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition model

• Image Processing Equipment
• simulator
• Industrial PCs

In civil engineering sites, workers stand for long periods and move around the site multiple times. Muddy and uneven ground makes walking difficult, leading to strain on the feet and back, as well as an increased risk of falls, so ensuring a stable work path is important. Hyper CLT mats are civil engineering CLT materials that utilize laminated CLT wood. By laying them down in areas such as temporary roads, material storage sites, assembly areas, break areas, and worker pathways, they help reduce unevenness and mud, creating a more walkable environment. They possess surface characteristics unique to wood, providing a walking environment that differs from metal plates. The 5×10 panel weighs about 230 kg, and the 5×20 panel weighs about 460 kg, making them lightweight and easy to handle even with small machinery, which helps reduce the burden of installation and removal. Additionally, they can be used to address environmental concerns such as glare reduction, noise reduction, and CO2 fixation, as well as measures against heatstroke. They are recommended for creating worker-friendly sites and innovative public works as a registered technology with the Ministry of Land, Infrastructure, Transport and Tourism under NETIS "TH-250021-A."

Fukuda Co., Ltd., which develops, manufactures, and sells leak testing equipment to inspect airtightness and sealing performance, provides a technical document that clearly explains the methods and theories of airtight testing, titled "Technical Manual." We are offering it as a PDF file. Please take this opportunity to download and view it!

Fukuda Co., Ltd. has been pursuing leak detection for 60 years and is committed to advancing the future of leak testing. 【 Supporting Various Leak Tests: Air Leak Test / Gas Leak Test (Hydrogen Gas, Helium Gas) 】 We develop, manufacture, and sell leak testing equipment to inspect airtightness and sealing properties. We will propose the appropriate testers and devices for each inspection target. 【 Target Industries and Examples of Inspection Targets 】 - Automotive Industry: Engines, FC components, valves and piping, various parts - Electronic Components Industry: Smartphones, keyless switches, various small sensors - Pharmaceuticals / Food / Cosmetics Industry: Bottle containers, syringes, vials, eye drop containers, pillow packaging, PTP packaging We will propose the most suitable leak testers for each industry. 【 ISO Certification 】JIS Q 9001:2015 (ISO 9001:2015)

In civil engineering sites, due to the effects of rain and mud, temporary roads, access routes, and heavy machinery work yards can become slippery. To ensure the safety of vehicles and workers, it is important to choose appropriate mats for the site conditions and to improve the footing environment. Hyper CLT mats are civil engineering CLT materials that utilize laminated timber. They possess surface characteristics unique to wood and can provide a non-slip footing environment that differs from metal steel plates. They can be used in a wide range of civil engineering sites, including temporary roads, vehicle entrances and exits, mud prevention, ground protection, heavy machinery scaffolding, and worker pathways. The 5×10 panel weighs approximately 230 kg, and the 5×20 panel weighs about 460 kg, making them lightweight and easy to handle even with small machinery, which contributes to labor-saving in installation and removal. It should be noted that slipperiness can vary depending on weather, slope, mud or oil adhesion, and installation conditions, so on-site verification and appropriate maintenance management are necessary. This wooden mat is registered as a technology with the Ministry of Land, Infrastructure, Transport and Tourism under NETIS as "TH-250021-A" and can be utilized for safety measures and creative ideas.

Fukuda Corporation has been pursuing leak detection for 60 years and is dedicated to advancing the future of leak testing. 【 Supporting Various Leak Tests: Air Leak Test / Gas Leak Test (Hydrogen Gas, Helium Gas) 】 We develop, manufacture, and sell leak testing equipment to inspect airtightness and sealing performance. We will propose suitable testers and devices for each inspection target. 【 Target Industries and Examples of Inspection Targets 】 - Automotive Industry: Engines, FC components, valves and piping, various parts - Electronic Components Industry: Smartphones, keyless switches, various small sensors - Pharmaceuticals / Food / Cosmetics Industry: Bottle containers, syringes, vials, eye drop containers, pillow packaging, PTP packaging We will propose the most suitable leak testers for each industry. 【 ISO Certification 】JIS Q 9001:2015 (ISO 9001:2015)