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Amazon SageMaker model parallel library now accelerates PyTorch FSDP workloads by up to 20%

AWS Machine Learning

However, these parallelism techniques can be difficult to use: different techniques and libraries are only compatible with certain workloads or restricted to certain model architectures, training performance can be highly sensitive to obscure configurations, and the state of the art is quickly evolving.

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[Experience Action Podcast] Your CX Library

Experience Investigators by 360Connext

Is your bookshelf begging for some enlightening CX literature? Ready for some compelling reads that will amp up your customer experience game? Listen in as we journey through the world of CX books that will satiate your curiosity and boost your knowledge of customer experience strategy, design, and measurement.

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Enable faster training with Amazon SageMaker data parallel library

AWS Machine Learning

One bottleneck in distributed training can be GPU communication handled by the NVIDIA Collective Communication Library (NCCL). The SMDDP library is a collective communication library for NVIDIA GPUs that serves as a drop-in replacement for NCCL and provides better performance for distributed training jobs with PyTorch.

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Maximize Collection Management at your Library: the Power of Citation Analysis + Integrated Evaluation Tools

Clarivate

Citation analysis is a data-driven method that enhances library collection management – enhanced by new integrated tools. Library collections are fundamental to the outcomes of teaching and research at an institution. They provide valuable resources that enable students and faculty to operate at an excellent standard.

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Unveiling Our New Purchasing Resources Library

Centercode

Many of you are familiar with our Beta Resource Library, where we publish detailed content on beta testing best practices. So we’ve put together a resource library specifically aimed at helping people determine whether we are the right fit for them. Well, we also have a ton of resources on Centercode’s software and service offerings.

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NLP Libraries for Node and JavaScript

kommunicate

In this post, we will talk about the best NLP libraries for Node and JavaScript that we have come across. The post NLP Libraries for Node and JavaScript appeared first on Kommunicate Blog. Let’s start right away. We have also compiled a video for the same as well: What is Natural Language Processing (NLP)?

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How Sportradar used the Deep Java Library to build production-scale ML platforms for increased performance and efficiency

AWS Machine Learning

Then we can build and publish it as a Maven library, hosted on our internal registry, which our service team could import into their own Java projects. When we did our research online, the Deep Java Library showed up on the top. Furthermore, the Java client can easily roll back the inference library to a previous version if needed.

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