Tag: performance gains
-
The Register: Nvidia continues its quest to shoehorn AI into everything, including HPC
Source URL: https://www.theregister.com/2024/11/18/nvidia_ai_hpc/ Source: The Register Title: Nvidia continues its quest to shoehorn AI into everything, including HPC Feedly Summary: GPU giant contends that a little fuzzy math can speed up fluid dynamics, drug discovery SC24 Nvidia on Monday unveiled several new tools and frameworks for augmenting real-time fluid dynamics simulations, computational chemistry, weather forecasting,…
-
Hacker News: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization
Source URL: https://rccchoudhury.github.io/rlt/ Source: Hacker News Title: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel approach called Run-Length Tokenization (RLT) aimed at optimizing video transformers by eliminating redundant tokens. This content-aware method results in substantial speed improvements for training and…
-
Cloud Blog: Dataproc Serverless: Now faster, easier and smarter
Source URL: https://cloud.google.com/blog/products/data-analytics/dataproc-serverless-performance-and-usability-updates/ Source: Cloud Blog Title: Dataproc Serverless: Now faster, easier and smarter Feedly Summary: We are thrilled to announce new capabilities that make running Dataproc Serverless even faster, easier, and more intelligent. Elevate your Spark experience with: Native query execution: Experience significant performance gains with the new Native query execution in the Premium…
-
The Register: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100
Source URL: https://www.theregister.com/2024/11/13/nvidia_b200_performance/ Source: The Register Title: Nvidia’s MLPerf submission shows B200 offers up to 2.2x training performance of H100 Feedly Summary: Is Huang leaving even more juice on the table by opting for mid-tier Blackwell part? Signs point to yes Analysis Nvidia offered the first look at how its upcoming Blackwell accelerators stack up…
-
Hacker News: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup
Source URL: https://hanlab.mit.edu/blog/svdquant Source: Hacker News Title: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses the innovative SVDQuant paradigm for post-training quantization of diffusion models, which enhances computational efficiency by quantizing both weights and activations to…
-
Hacker News: Cerebras Trains Llama Models to Leap over GPUs
Source URL: https://www.nextplatform.com/2024/10/25/cerebras-trains-llama-models-to-leap-over-gpus/ Source: Hacker News Title: Cerebras Trains Llama Models to Leap over GPUs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses Cerebras Systems’ advancements in AI inference performance, particularly highlighting its WSE-3 hardware and its ability to outperform Nvidia’s GPUs. With a reported performance increase of 4.7X and significant…
-
Cloud Blog: Powerful infrastructure innovations for your AI-first future
Source URL: https://cloud.google.com/blog/products/compute/trillium-sixth-generation-tpu-is-in-preview/ Source: Cloud Blog Title: Powerful infrastructure innovations for your AI-first future Feedly Summary: The rise of generative AI has ushered in an era of unprecedented innovation, demanding increasingly complex and more powerful AI models. These advanced models necessitate high-performance infrastructure capable of efficiently scaling AI training, tuning, and inferencing workloads while optimizing…