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Optimising computer systems with more generalised AI tools

by AI Generated Robotic ContentFAANG June 8, 2023Comments are Disabled

Based on reinforcement learning, our AI models AlphaZero and MuZero have achieved superhuman performance winning games. Now, they’re expanding their capabilities to help optimise resources in data centres and advance video compression – and most recently, our specialised version of AlphaZero, called AlphaDev, discovered new algorithms that are already accelerating the software applications at the …

Clients can strengthen defenses for their data with IBM Storage Defender, now generally available

by AI Generated Robotic ContentFAANG June 8, 2023Comments are Disabled

We are excited to inform our clients and partners that IBM Storage Defender, part of our IBM Storage for Data Resilience portfolio, is now generally available. Enterprise clients worldwide continue to grapple with a threat landscape that is constantly evolving. Bad actors are moving faster than ever and are causing more lasting damage to data. …

Evaluating speech synthesis in many languages with SQuId

by AI Generated Robotic ContentFAANG June 8, 2023Comments are Disabled

Posted by Thibault Sellam, Research Scientist, Google Previously, we presented the 1,000 languages initiative and the Universal Speech Model with the goal of making speech and language technologies available to billions of users around the world. Part of this commitment involves developing high-quality speech synthesis technologies, which build upon projects such as VDTTS and AudioLM, …

Accelerate PyTorch with DeepSpeed to train large language models with Intel Habana Gaudi-based DL1 EC2 instances

by AI Generated Robotic ContentFAANG June 8, 2023Comments are Disabled

Training large language models (LLMs) with billions of parameters can be challenging. In addition to designing the model architecture, researchers need to set up state-of-the-art training techniques for distributed training like mixed precision support, gradient accumulation, and checkpointing. With large models, the training setup is even more challenging because the available memory in a single …

Document AI: Understanding invoices to passports and beyond

by AI Generated Robotic ContentFAANG June 8, 2023Comments are Disabled

Editor’s note: In this post, I’ll be showing some amazing ways Document AI can help you extract meaning from your documents – keep reading, or jump directly into a tutorial using the Cloud Console! Documents are a crucial part of most businesses, used to store and communicate important information. The variety is vast: invoices, contracts, …

Taking AI to School: A Conversation With MIT’s Anant Agarwal

by AI Generated Robotic ContentFAANG June 8, 2023Comments are Disabled

In the latest episode of NVIDIA’s AI Podcast, Anant Agarwal, founder of edX and chief platform officer at 2U, shared his vision for the future of online education and how AI is revolutionizing the learning experience. Agarwal, a strong advocate for massive open online courses, or MOOCs, discussed the importance of accessibility and quality in …

Flash Sale Ending Today! Don’t Miss Out on AI & Chatbot Certified Workshops!

by AI Generated Robotic ContentFAANG June 7, 2023Comments are Disabled

Today is your last chance to grab exclusive discounts and secure your spot in this epic event! Don’t let it slip away! Why should you join us? Here’s the scoop: Supercharge Your Skills: Join our workshops and level up your AI game! Learn the latest techniques and tools straight from the experts. Stay ahead of the pack, …

Efficient Multimodal Neural Networks for Trigger-less Voice Assistants

by AI Generated Robotic ContentFAANG June 7, 2023Comments are Disabled

The adoption of multimodal interactions by Voice Assistants (VAs) is growing rapidly to enhance human-computer interactions. Smartwatches have now incorporated trigger-less methods of invoking VAs, such as Raise To Speak (RTS), where the user raises their watch and speaks to VAs without an explicit trigger. Current state-of-the-art RTS systems rely on heuristics and engineered Finite …

Visual captions: Using large language models to augment video conferences with dynamic visuals

by AI Generated Robotic ContentFAANG June 7, 2023Comments are Disabled

Posted by Ruofei Du, Research Scientist, and Alex Olwal, Senior Staff Research Scientist, Google Augmented Reality Recent advances in video conferencing have significantly improved remote video communication through features like live captioning and noise cancellation. However, there are various situations where dynamic visual augmentation would be useful to better convey complex and nuanced information. For …

Build high-performance ML models using PyTorch 2.0 on AWS – Part 1

by AI Generated Robotic ContentFAANG June 7, 2023Comments are Disabled

PyTorch is a machine learning (ML) framework that is widely used by AWS customers for a variety of applications, such as computer vision, natural language processing, content creation, and more. With the recent PyTorch 2.0 release, AWS customers can now do same things as they could with PyTorch 1.x but faster and at scale with …