Jensen Huang Founder, President and CEO at NVIDIA | Official website
NVIDIA Hopper Leaps Ahead in Generative AI at MLPerf
NVIDIA has made a significant leap in the field of generative AI, as confirmed by the latest MLPerf benchmarks. The company's TensorRT-LLM software, designed to enhance inference on large language models, has showcased remarkable performance improvements on the NVIDIA Hopper architecture GPUs.
The advancements in technology were highlighted by the quote, "It’s official: NVIDIA delivered the world’s fastest platform in industry-standard tests for inference on generative AI." These developments have positioned NVIDIA as a leader in the industry, with leading companies already utilizing TensorRT-LLM to optimize their models.
The utilization of TensorRT-LLM on the latest H200 Tensor Core GPUs has resulted in unprecedented speed and efficiency in running inference tasks, as stated in the article, "TensorRT-LLM running on NVIDIA H200 Tensor Core GPUs — the latest, memory-enhanced Hopper GPUs — delivered the fastest performance running inference in MLPerf’s biggest test of generative AI to date."
Furthermore, the H200 GPUs are already being sampled to customers and are set to be shipped in the second quarter, indicating the imminent availability of this cutting-edge technology to the market, as mentioned, "NVIDIA is sampling H200 GPUs to customers today and shipping in the second quarter."
The overall performance of the Hopper GPUs in the MLPerf industry benchmarks has been outstanding, with the quote stating, "On a per-accelerator basis, Hopper GPUs swept every test of AI inference in the latest round of the MLPerf industry benchmarks."
NVIDIA's commitment to innovation was further demonstrated through the introduction of novel techniques such as structured sparsity, pruning, and DeepCache, as part of the open division tests. These techniques have shown significant speed improvements in inference tasks, pushing the boundaries of what's achievable in the field of AI.
The transparent and objective nature of MLPerf tests ensures that users can rely on the results to make informed decisions, as emphasized in the article, "MLPerf’s tests are transparent and objective, so users can rely on the results to make informed buying decisions."
As the field of generative AI continues to evolve, NVIDIA remains at the forefront of innovation, with plans to introduce the NVIDIA Blackwell architecture GPUs to meet the increasing demands of multitrillion-parameter AI models, as announced by NVIDIA founder and CEO Jensen Huang.
In conclusion, NVIDIA's advancements in generative AI, as showcased at MLPerf, signify a significant milestone in the field, setting the stage for further innovation and progress in the realm of artificial intelligence.
