{"id":5534,"date":"2024-07-23T08:45:07","date_gmt":"2024-07-23T08:45:07","guid":{"rendered":"https:\/\/openzeka.com\/en\/?page_id=5534"},"modified":"2024-07-23T08:45:07","modified_gmt":"2024-07-23T08:45:07","slug":"h200-tensor-core-gpu","status":"publish","type":"page","link":"https:\/\/openzeka.com\/en\/h200-tensor-core-gpu\/","title":{"rendered":"H200 Tensor Core GPU"},"content":{"rendered":"

NVIDIA H200 Tensor Core GPU<\/h1><\/div>

Supercharging AI and HPC workloads.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

NVIDIA H200 Tensor Core GPU<\/h1><\/div><\/div><\/div><\/div><\/div>

The GPU for Generative AI and HPC<\/h1><\/div>

The NVIDIA H200 Tensor Core 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\u2019s larger and faster memory fuels the acceleration of generative AI and large language models (LLMs) while advancing scientific computing for HPC workloads.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

Experience Next-Level Performance<\/h1><\/div><\/div><\/div>

Llama2 70B Inference<\/strong><\/h1><\/div>

1.9X<\/h1><\/div>

Faster<\/p>\n<\/div><\/div><\/div>

GPT-3 175B Inference<\/strong><\/h1><\/div>

1.6X<\/h1><\/div>

Faster<\/p>\n<\/div><\/div><\/div>

High-Performance Computing<\/strong><\/h1><\/div>

110X<\/h1><\/div>

Faster<\/p>\n<\/div><\/div><\/div><\/div><\/div>

Higher Performance With Larger, Faster Memory<\/h1><\/div>

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) \u2014that\u2019s nearly double the capacity of the NVIDIA H100 Tensor Core GPU with 1.4X more memory bandwidth. The H200\u2019s 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.<\/p>\n<\/div><\/div><\/div>

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Preliminary specifications. May be subject to change.
\nLlama2 13B: ISL 128, OSL 2K | Throughput | H100 SXM 1x GPU BS 64 | H200 SXM 1x GPU BS 128
\nGPT-3 175B: ISL 80, OSL 200 | x8 H100 SXM GPUs BS 64 | x8 H200 SXM GPUs BS 128
\nLlama2 70B: ISL 2K, OSL 128 | Throughput | H100 SXM 1x GPU BS 8 | H200 SXM 1x GPU BS 32.<\/p>\n<\/div><\/div><\/div>

Unlock Insights With High-Performance LLM Inference<\/h1><\/div>

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.<\/p>\n

The H200 boosts inference speed by up to 2X compared to H100 GPUs when handling LLMs like Llama2.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

Supercharge High-Performance Computing<\/h1><\/div>

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\u2019s higher memory bandwidth ensures that data can be accessed and manipulated efficiently, leading up to 110X faster time to results compared to CPUs.<\/p>\n<\/div><\/div><\/div>

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Preliminary specifications. May be subject to change.
\nHPC MILC- dataset NERSC Apex Medium | HGX H200 4-GPU | dual Sapphire Rapids 8480
\nHPC Apps- CP2K: dataset H2O-32-RI-dRPA-96points | GROMACS: dataset STMV | ICON: dataset r2b5 | MILC: dataset NERSC Apex Medium | Chroma: dataset HMC Medium | Quantum Espresso: dataset AUSURF112 | 1x H100 SXM | 1x H200 SXM.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

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Preliminary specifications. May be subject to change.
\nLlama2 70B: ISL 2K, OSL 128 | Throughput | H100 SXM 1x GPU BS 8 | H200 SXM 1x GPU BS 32<\/p>\n<\/div><\/div><\/div>

Reduce Energy and TCO<\/h1><\/div>

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.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

Unleashing AI Acceleration for Mainstream Enterprise Servers with H200 NVL<\/h1><\/div>
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The NVIDIA H200 NVL is the ideal choice for customers with space constraints within the data center, delivering acceleration for every AI and HPC workload regardless of size. With a 1.5X memory increase and a 1.2X bandwidth increase over the previous generation, customers can fine-tune LLMs within a few hours and experience LLM inference 1.8X faster.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

NVIDIA H200 Tensor Core GPU<\/h1><\/div>\n
\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Form Factor<\/th>\nH200 SXM<\/th>\nH200 NVL<\/th>\n<\/tr>\n<\/thead>\n
FP64<\/td>\n34 TFLOPS<\/td>\n34 TFLOPS<\/td>\n<\/tr>\n
FP64 Tensor Core<\/td>\n67 PFLOPS<\/td>\n67 TFLOPS<\/td>\n<\/tr>\n
FP32<\/td>\n67 TFLOPS<\/td>\n67 TFLOPS<\/td>\n<\/tr>\n
TF32 Tensor Core<\/td>\n989 TLOPS<\/td>\n989 TFLOPS<\/td>\n<\/tr>\n
BFLOAT16 Tensor Core<\/td>\n1979 TFLOPS<\/td>\n1979 TFLOPS<\/td>\n<\/tr>\n
FP16 Tensor Core<\/td>\n1979 TFLOPS<\/td>\n1979 TFLOPS<\/td>\n<\/tr>\n
FP8 Tensor Core<\/td>\n3958 TFLOPS<\/td>\n3958 TFLOPS<\/td>\n<\/tr>\n
INT 8 Tensor Core<\/td>\n3958 TFLOPS<\/td>\n3958 TFLOPS<\/td>\n<\/tr>\n
GPU Memory<\/td>\n141GB<\/td>\n141GB<\/td>\n<\/tr>\n
GPU Memory Bandwidth<\/td>\n4.8TB\/s<\/td>\n4.8TB\/s<\/td>\n<\/tr>\n
Decoders<\/td>\n7 NVDEC
\n7 JPEG<\/td>\n		7 NVDEC
\n7 JPEG<\/td>\n<\/tr>\n
Confidential Computing<\/td>\nSupported<\/td>\nSupported<\/td>\n<\/tr>\n
Max Thermal Design Power (TDP)<\/td>\nUp to 700W(configurable)<\/td>\nUp to 600W(configurable)<\/td>\n<\/tr>\n
Multi-Instance GPUs<\/td>\nUp to 7 MIGs @16.5GB each<\/td>\nUp to 7 MIGS @16.5GB each<\/td>\n<\/tr>\n
Form Factor<\/td>\nSXM<\/td>\nPCIe<\/td>\n<\/tr>\n
Interconnect<\/td>\nNVIDIA NVLink 900 GB\/s
\nPCIe Gen5: 128GB\/s<\/td>\n		2- or 4-way NVIDIA NVLink bridge: 900GB\/s PCIe Gen5: 128GB\/s<\/td>\n<\/tr>\n
Server Options<\/td>\nNVIDIA HGX H200 partner and NVIDIA-Certified Systems with 4 or 8 GPUs<\/td>\nNVIDIA MGX H200 NVL partner and NVIDIA-Certified Systems with up to 8 GPUs<\/td>\n<\/tr>\n
NVIDIA AI Enterprise<\/td>\nAdd-on<\/td>\nIncluded<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div><\/div><\/div><\/div>

NVIDIA DGX SuperPOD<\/h1><\/div>

Leadership-Class AI Infrastructure<\/p>\n<\/div>

LEARN MORE<\/span><\/a><\/div><\/div><\/div><\/div><\/div>

For More Information<\/h1><\/div>