Data Scaling and Generative AI
Require substantial computational resources and data to train effectively? Managing resources and ensuring the model processing results are key important factors
AI Processing Procurement
Procurement of AI machines involves acquiring specialized hardware and infrastructure required to effectively train, deploy, and run artificial intelligence models. The process can be intricate due to the high performance and specific requirements associated with AI workloads.
​
-> Determine AI Workloads
-> Evaluate Performance Needs
-> Hardware Options (GPUs, TPUs, Specialized AI Processors & Server Configurations)
-> Hardware (Nvdia, AMD, Intel)
-> Cost Considerations (Total Cost of Ownership (TCO), Cost Management)
-> Compliance and Security (Data Security, Regulatory Compliance)
-> Vendor Evaluations (Contracts, SLAs)
-> Deployment Integration (Installation, Integration)
​
PROJECTS
SEMNet works on various projects in the field of generative AI, leveraging cutting-edge technology and high-performance computing to drive innovation across various industries. Our mission is to transform the way businesses and organizations utilize artificial intelligence, delivering state-of-the-art solutions that harness the power of advanced computing and graphics technologies.
​
At SEMNet, we are committed to advancing the capabilities of generative AI through unparalleled expertise in high-speed computing and graphics card technologies. Our goal is to empower our clients with revolutionary AI-driven solutions that enhance efficiency, creativity, and decision-making.
​
Core Competencies
Generative AI Projects: Specializing in the development and deployment of generative AI systems that create novel content, designs, and solutions tailored to diverse industry needs.
High-Performance Computing: Utilizing cutting-edge hardware and software to achieve exceptional processing speeds and handle complex computations efficiently.
Graphics Processing Units (GPUs): Leveraging the latest in GPU technology to accelerate AI model training and execution, ensuring rapid and scalable results.
Technological Expertise
Our team is at the forefront of integrating high-power computing resources with advanced AI algorithms. We deploy powerful GPUs and customized computing infrastructures to achieve remarkable performance and scalability in our projects. Our expertise encompasses:
-
Deep Learning Frameworks: Proficient in using frameworks such as TensorFlow, PyTorch, and others to build and optimize AI models
-
Data Processing: Expertise in handling large datasets, implementing data preprocessing, augmentation, and analysis.
-
Model Training and Deployment: Capabilities in training complex models on distributed computing systems and deploying them for real-world applications.
​
Contact Information
For more information about our services or to discuss potential projects, please contact us at:
Web Query: https://www.semnet.co/contact
Phone: +65 6356 9373
Address: 1 Commonwealth Lane, #03-12 Singapore 149544