PyTorch
Build, train, and deploy machine learning models with one of our PyTorch workstations
PyTorch
PyTorch emerges as a popular open-source machine learning library favored by researchers and developers engaged in AI projects. Renowned for its versatility and user-friendly interface, PyTorch enables users to construct and train neural networks with minimal complexity. The framework's dynamic computation graph feature, coupled with robust community backing, solidifies its status as a go-to resource for deep learning enthusiasts.
How to Choose the Workstation Specs
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Processor
In deep learning workstations, the processor is essential for managing data preprocessing, model orchestration, and other CPU-bound tasks. While the GPU handles the bulk of the model training, a high-core-count processor ensures efficient data loading and preparation. It is also important to ensure that you have enough PCIe lanes for supporting multiple GPUs, preventing bandwidth bottlenecks that could slow down training processes.
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Graphics Card
The GPU is the powerhouse of any deep learning workstation. Performance in deep learning tasks scales with the GPU's capabilities, particularly with VRAM and CUDA cores. Nvidia's RTX 4090 is a popular choice, offering 24GB of VRAM suitable for training large models. For more demanding projects, consider the RTX 6000 Ada with 48GB of VRAM, which allows for training more complex models or running larger batches.
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Memory
Deep learning tasks often requires a substantial amount of RAM, especially when working with large datasets or training models with high computational demands. A minimum of 64GB of RAM is recommended for most deep learning workloads. For more intensive tasks or when using multiple GPUs, 128GB or more may be necessary to prevent memory bottlenecks and ensure smooth operation during model training and evaluation.
Why Choose Computer Lounge Workstations?
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Tailored to Your Workflow
Computer Lounge workstations are built-to-order, tailored by our expert consultants, and optimised for your workflow. In contrast, our competitors' off-the-shelf workstations are often designed for broader workloads and may not meet your performance expectations.
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Professional-tier Hardware
Unlike many of our competitors, we don’t build gaming systems and label them ‘workstations’, we use professional-grade components from industry-leading brands, sourced through manufacturers or local distributors, never parallel-imported.
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Skip the Middleman
Our 20+ year commitment to customer satisfaction has enabled us to establish direct manufacturer relationships, allowing us to provide cost-effective solutions and in-house support for quick turnarounds and better customer outcomes.
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Encased in Excellence
Say no to garish gamer-oriented cases; say yes to sophisticated Swedish design. Our workstations are built with premium cases, featuring premium natural materials and offering superior airflow and silent operation, adding a touch of elegance to your workspace.
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7 Days a Week Premium Support
Our in-house technicians are available to assist you via our support portal 7 days a week, ensuring minimal downtime. In the unlikely event that you were to experience issues with your workstation, expert help is just a click away, every day.
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3 Years Warranty
Each system built by Computer Lounge undergoes rigorous testing to optimize performance and efficiency - from audio inputs to chassis airflow, we leave nothing to chance. This allows us to offer a 3-year RTB warranty as standard on all Computer Lounge workstations.