Welcome to the PNY AI Lab

AI Drives Real Business Success

Test your future NVIDIA AI environment, from training to inference,
under real workloads before deploying in production.

Multi-Instance GPU (MIG) expands the performance and value of NVIDIA RTX PRO™ Blackwell GPUs.
MIG can partition the GPU into up to four fully isolated instances based on your GPU memory, with its own high-bandwidth memory, cache, and compute cores.
This lets administrators support every workload, from the smallest to the largest, with guaranteed quality of service and extending the reach of accelerated computing resources to multi-user needs.

With the PNY AI Lab, PNY makes it easy for you to test and validate your future NVIDIA AI environment.

De-risk deployment by validating hardware, software, and performance before you go live.

Accelerate time-to-production with hands-on testing across both AI training and inference.

Benchmark real-world workloads against the right NVIDIA RTX PRO™ GPU and system configuration, or see how NVIDIA DGX Spark™ fits into your workflow.

Identify bottlenecks early (data pipelines, memory, latency, throughput) to avoid costly redesigns.

Improve ROI and reduce TCO by optimizing performance per dollar and eliminating guesswork.

Validate compatibility with your preferred frameworks and tools (containers, MLOps, and NVIDIA AI software stack).

Gain confidence with expert guidance from PNY teams to streamline design, procurement, and rollout.

Before you purchase NVIDIA DGX Spark™, you can test:

How to start building AI agents and local large language models (LLMs)
Model experimentation, fine-tuning, and inference
Test and validate a single or dual DGX Spark configuration
NVIDIA Blueprints – Explore detailed instructions to set up and run popular AI workflows on DGX Spark

Before you purchase an NVIDIA RTX PRO™ Blackwell GPU, you can test:

How to set up MIG on your RTX PRO Blackwell GPU
PNY’s Multi-Tenant MIG Agentic AI Workflow running four workflows including a virtual machine with both Windows and Linux OS.
Test single user or multi-tenant user workflows and validate your respective workflow before making your purchase.

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