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Introduction
The GPU for Generative AI and HPC
The NVIDIA H200 GPU supercharges generative AI and high-performance computing (HPC) workloads with game-changing performance and memory capabilities. As the first GPU with HBM3E, the H200’s larger and faster memory fuels the acceleration of generative AI and large language models (LLMs) while advancing scientific computing for HPC workloads.
NVIDIA Supercharges Hopper, the World’s Leading AI Computing Platform
The NVIDIA HGX H200 features the NVIDIA H200 GPU with advanced memory to handle massive amounts of data for generative AI and high-performance computing workloads.
Read the Press Release
Highlights
Experience Next-Level Performance
1.9Xfaster
Llama2 70B Inference
1.6Xfaster
GPT-3 175B Inference
110Xfaster
High-Performance Computing
Benefits
Higher Performance With Larger, Faster Memory
Based on the NVIDIA Hopper™ architecture, the NVIDIA H200 is the first GPU to offer 141 gigabytes (GB) of HBM3e memory at 4.8 terabytes per second (TB/s) —that’s nearly double the capacity of the NVIDIA H100 GPU with 1.4X more memory bandwidth. The H200’s larger and faster memory accelerates generative AI and LLMs, while advancing scientific computing for HPC workloads with better energy efficiency and lower total cost of ownership.
Unlock Insights With High-Performance LLM Inference
In the ever-evolving landscape of AI, businesses rely on LLMs to address a diverse range of inference needs. An AI inference accelerator must deliver the highest throughput at the lowest TCO when deployed at scale for a massive user base.
The H200 boosts inference speed by up to 2X compared to H100 GPUs when handling LLMs like Llama2.
Supercharge High-Performance Computing
Memory bandwidth is crucial for HPC applications as it enables faster data transfer, reducing complex processing bottlenecks. For memory-intensive HPC applications like simulations, scientific research, and artificial intelligence, the H200’s higher memory bandwidth ensures that data can be accessed and manipulated efficiently, leading up to 110X faster time to results compared to CPUs.
Reduce Energy and TCO
With the introduction of the H200, energy efficiency and TCO reach new levels. This cutting-edge technology offers unparalleled performance, all within the same power profile as the H100. AI factories and supercomputing systems that are not only faster but also more eco-friendly, deliver an economic edge that propels the AI and scientific community forward.
H200 NVL
Accelerating AI Acceleration for Mainstream Enterprise Servers With H200 NVL
NVIDIA H200 NVL is ideal for lower-power, air-cooled enterprise rack designs that require flexible configurations, delivering acceleration for every AI and HPC workload regardless of size. With up to four GPUs connected by NVIDIA NVLinkâ„¢ and a 1.5x memory increase, large language model (LLM) inference can be accelerated up to 1.7x, and HPC applications achieve up to 1.3x more performance over the H100 NVL.
Server Compatibility
Compatible ServerMonkey servers
Dell PowerEdge XE7740
- Supports up to 8× double-wide or 16× single-wide GPUs
- Optimized for AI workloads
Dell PowerEdge XE7745
- Supports up to 8× double-wide or 16× single-wide GPUs
- Built for dense AI workloads
Dell PowerEdge R770
- High-performance 2U enterprise server
- Built for scalable and mixed workloads
Specifications
NVIDIA H200 GPU
| H200 SXM1 | H200 NVL1 | |
|---|---|---|
| FP64 | 34 TFLOPS | 30 TFLOPS |
| FP64 Tensor Core | 67 TFLOPS | 60 TFLOPS |
| FP32 | 67 TFLOPS | 60 TFLOPS |
| TF32 Tensor Core2 | 989 TFLOPS | 835 TFLOPS |
| BFLOAT16 Tensor Core2 | 1,979 TFLOPS | 1,671 TFLOPS |
| FP16 Tensor Core2 | 1,979 TFLOPS | 1,671 TFLOPS |
| FP8 Tensor Core2 | 3,958 TFLOPS | 3,341 TFLOPS |
| INT8 Tensor Core2 | 3,958 TFLOPS | 3,341 TFLOPS |
| GPU Memory | 141GB | 141GB |
| Decoders | 7 NVDEC 7 JPEG |
7 NVDEC 7 JPEG |
| Decoders | 7 NVDEC 7 JPEG |
7 NVDEC 7 JPEG |
| Confidential Computing | Supported | Supported |
| Max Thermal Design Power (TDP) | Up to 700W (configurable) | Up to 600W (configurable) |
| Multi-Instance GPUs | Up to 7 MIGs @18GB each | Up to 7 MIGs @16.5GB each |
| Form Factor | SXM | PCIe Dual-slot air-cooled |
| Interconnect | NVIDIA NVLinkâ„¢: 900GB/s PCIe Gen5: 128GB/s |
2- or 4-way NVIDIA NVLink bridge: 900GB/s per GPU PCIe Gen5: 128GB/s |
| Server Options | NVIDIA HGXâ„¢ H200 partner and NVIDIA-Certified Systemsâ„¢ with 4 or 8 GPUs | NVIDIA MGXâ„¢ H200 NVL partner and NVIDIA-Certified Systems with up to 8 GPUs |
| NVIDIA AI Enterprise | Add-on | Included |
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