Podcast Summary: Reshaping Workflows with Dell Pro Max and NVIDIA RTX PRO GPUs
Episode: How NVIDIA’s RTX PRO™ Blackwell GPUs Are Reshaping Workflows
Release Date: March 20, 2025
Host: Logan Lawler
Guests: John Dellabona (NVIDIA)

Introduction

In the second episode of Reshaping Workflows with Dell Pro Max and NVIDIA RTX PRO GPUs, host Logan Lawler delves deeper into the revolutionary advancements brought by NVIDIA’s latest Blackwell generation RTX PRO GPUs. Joining him is John Dellabona from NVIDIA, who provides insider insights into the new GPU features and their impact on various industries.

Overview of NVIDIA’s Blackwell Generation RTX PRO GPUs

John Dellabona introduces himself and the significance of the Blackwell generation GPUs:

"What we're really excited about with GTC is we just announced our Blackwell generation Nvidia RTX Pro product lines for desktop and laptop workstations. We've been working on these products for quite some time and we're really excited about the benefits they're going to bring to customers."
(00:20)

Key Features Discussed:

1. CUDA Cores:

   • NVIDIA’s CUDA technology enables parallel processing within GPUs, significantly accelerating applications in scientific computing, AI development, and computer graphics.

   "Our GPUs have thousands of these cores to accelerate workloads... our latest Blackwell generation products are packed with tons of these CUDA cores."
   (02:47)

2. Neural Network Integration:

   • The Blackwell GPUs integrate neural networks into programmable shaders, allowing AI to approximate shader code. This innovation enables up to 90% of pixels on a screen to be generated with AI, revolutionizing computer graphics.

   "We're making that possible with our new streaming multiprocessors and cores."
   (04:53)

3. DLSS4 and Real-Time AI:

   • NVIDIA’s DLSS4 technology, integrated into tools like D5 Render, leverages AI for real-time frame generation, enhancing performance and photorealism in applications such as architectural visualization.

   "DLSS4 for the first time is able to almost see into the future by generating multiple frames based on what's in what it's interpreting and seeing in real time on your screen."
   (05:20)

Applications and Industry Use Cases

Logan Lawler and John Dellabona explore various applications that benefit from Blackwell GPUs:

1. Virtual Production in Media and Entertainment:

   • Real-time graphics driven by AI enable immersive environments for actors on set, facilitating complex 3D projections and detailed scene rendering.

   "Actors are in front of these giant display walls... The AI technology allows for hyper-detailed scenes to work in real time behind the actors."
   (07:34)

2. Architectural Visualization:

   • Enhanced GPU memory and AI capabilities support larger 3D models and more detailed simulations, enabling accurate light studies and photorealistic renderings.

   "Having AI be able to step in and help and drive those real-time graphics and improve the performance is going to be very beneficial."
   (07:34)

3. Everyday AI Enhancements:

   • Beyond specialized applications, AI is infused into everyday tools such as video conferencing and video streaming, improving quality and performance through GPU acceleration.

   "Features like background blur and real-time video upscaling are now accelerated by the GPU, enhancing user experience seamlessly."
   (18:49)

Technical Deep Dive

Memory and Performance Enhancements:

1. Increased GPU Memory:

   • The RTX Pro 5000 Blackwell GPU now offers 24 GB of ECC memory, a significant upgrade from the previous 16 GB, allowing for larger models and more complex workflows.

   "We've bumped up the memory at that class level to 24 gigabytes of ECC memory... work with larger 3D models, larger AI data sets."
   (12:16)

2. RTX Pro 6000 Variants:

   • 600-Watt Version: Designed for maximum performance, suitable for intensive tasks like data science and large-scale simulations.
   • 300-Watt Version: Focuses on power efficiency, accommodating various workstation form factors without compromising substantial performance.

   "There's one that is a 600 watt... and then there's a 300 watt version for more power efficiency."
   (23:09)

3. AI TOPS (Tera Operations Per Second):

   • Introduces AI TOPS as a benchmark for measuring AI throughput, highlighting up to 1,800 TOPS per GPU, vastly outperforming traditional CPUs and NPUs.

   "Our AI TOPS numbers... up to a thousand eight hundred tops from a single processor."
   (15:13)

Performance Metrics:

• Ray Tracing and Tensor Cores:

  • Blackwell GPUs offer up to two times the throughput for ray tracing and doubled AI performance with FP4 support, enhancing both graphics and AI computing tasks.

  "Ray tracing cores deliver up to two times the throughput... FP4 support effectively doubles your performance."
  (12:16)

• Energy and Performance Balance:

  • The introduction of different wattage models allows users to choose between extreme performance and power-efficient operations based on their specific needs.

  "If you were to take them from the test... expect a big performance jump between the 600 watt and the 300 watt."
  (26:56)

Future-Proofing Workstations

John Dellabona emphasizes the importance of investing in GPUs to future-proof workstations:

"Even for like an everyday knowledge worker, an RTX Pro 500 is really valuable... if you're going to keep this thing for a while, you're probably going to want a GPU."
(18:49)

Considerations for Users:

• Scalability:
  • Users can scale their AI and graphics workloads efficiently by choosing higher-end GPUs as their performance needs grow.
• Flexibility:
  • The ability to handle both local prototyping and data center scale-out ensures versatility across different project sizes and types.

"You have GPUs at the desktop or at the laptop that people can take to go today... attack their workloads locally and prototype and then go out to a cluster and scale out performance there."
(28:26)

Key Takeaways and Future Outlook

Logan Lawler summarizes the major impacts of the Blackwell GPU launch:

1. Ubiquity of AI Across Industries:

   • AI continues to permeate every sector, driving innovation and enhancing workflows through GPU acceleration.

2. Rapid Development of AI:

   • AI technologies are advancing at an unprecedented pace, requiring robust GPU support to handle complex inferencing and real-time computations.

3. Integration of Virtual and Physical Worlds:

   • NVIDIA’s RTX technology bridges virtual prototyping with real-world applications, facilitating advancements in robotics, autonomous systems, and healthcare.

   "The future is happening now... training and deploying robots, or training and deploying autonomous systems."
   (28:26)

Final Thoughts:

• Workstation Evolution:
  • The collaboration between Dell Pro Max and NVIDIA’s Blackwell GPUs is set to revolutionize high-performance computing, offering unparalleled flexibility and power to users across various fields.
• Upcoming Announcements:
  • Listeners are encouraged to stay tuned for future episodes that will cover new Dell Pro Max products and further integrations with NVIDIA technologies.

"More to come, more workflows, very excited about what's to come."
(32:13)

Conclusion

This episode highlights the transformative potential of NVIDIA’s Blackwell generation RTX PRO GPUs in reshaping workflows across multiple industries. From enhanced AI capabilities and increased GPU memory to real-time graphics rendering and power-efficient variants, the Blackwell GPUs offer a comprehensive solution for both current and future computing needs. Logan Lawler and John Dellabona provide valuable insights into how these advancements empower users to stay ahead in an increasingly AI-driven world.

Notable Quotes:

• "Up to 90% of the pixels on your screen can be entirely generated with AI versus previous traditional graphics pipelines."
  – Logan Lawler (04:53)

• "We're offering 96 gigabytes of GPU memory in a single GPU, which is absolutely nuts."
  – Logan Lawler (23:09)

• "Our AI TOPS numbers... up to a thousand eight hundred tops from a single processor."
  – Logan Lawler (15:13)

• "The future is happening now... training and deploying robots, or training and deploying autonomous systems."
  – Logan Lawler (28:26)

Produced in Partnership with Amaze Media Labs