![]() GPUs are much more efficient when we can give them multiple training samples to work on in parallel, so we give them a “batch” of samples. Smart Batching with batch_encode_plus and DataLoader. ![]() I’ve also published a short YouTube walkthrough of this material here. This blog post is also available as a Colab Notebook here. I’ve taken a more manual approach in this Notebook, and I think it turned out well, especially for illustrating the technique. ![]() Unfortunately, the transformers library appears to have broken compatibility with his code, and it no longer runs. Michaël’s code is designed to make use of the new Trainer class in the transformers library, and makes use of many helper classes from PyTorch and transformers. I learned this technique from Michaël Benesty in his excellent blog post here, and used key pieces of his implementation ( here) in this Notebook. In this blog post / Notebook, I’ll demonstrate how to dramatically increase BERT’s training time by creating batches of samples with different sequence lengths. Chris McCormick About Membership Blog Archive Become an NLP expert with videos & code for BERT and beyond → Join NLP Basecamp now! Smart Batching Tutorial - Speed Up BERT Training
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In Eclipse, select “Eclipse / Preferences / Java / Code Style / Formatter” to bring up the following window: ![]() Download ics-se-format.xml to your local computer by right clicking on the link and choosing “Save Link As…”. ![]() This simplifies the creation of Java programs that satisfy our formatting conventions. If you already have an older version of Eclipse installed,ĭelete your ~/workspace/ directory or create a new one for the newer version of Eclipse. Instead, install it in c:\eclipse, c:\ics211\eclipse, or whatever. Do not install it into a file path containing spaces, such as (on Windows) c:\Program Files. Run the installer and choose “Eclipse IDE for Java Developers”. This will give you the Eclipse installer for your platform. Eclipse configuration guide Download and install EclipseĬlick the Download button. ![]() Improved Certificate Preference Selection MethodįIPS mode support for Pulse Desktop Clients for Mac OS XįIPS Mode Support in 802.1x Wireless Profile for Windows Native Supplicant All rights reservedĬaveats, Important Changes, and Deprecated FeaturesĪlways-on VPN & Embedded Captive Portal Browser By downloading, installing or using such software, you agree to the terms and conditions of that EULA. Use of such software is subject to the terms and conditions of the End User License Agreement (“EULA”) posted at. ![]() The information in this document is current as of the date on the title page.ĮND USER LICENSE AGREEMENT The Pulse Secure product that is the subject of this technical documentation consists of (or is intended for use with) Pulse Secure software. Pulse Secure, LLC reserves the right to change, modify, transfer, or otherwise revise this publication without notice. ![]() Pulse Secure, LLC assumes no responsibility for any inaccuracies in this document. All other trademarks, service marks, registered trademarks, or registered service marks are the property of their respective owners. Pulse Secure and the Pulse Secure logo are trademarks of Pulse Secure, LLC in the United States. Pulse Secure, LLC 2700 Zanker Road, Suite 200 San Jose, CA 95134 © 2016 by Pulse Secure, LLC. Pulse Secure Desktop Client Release Notes Pulse Secure Desktop Client Release Notes Pulse Secure Desktop Client v5.2r5 Build #869įor more information on this product, go to Product Release ![]() iterate through the objects with this component, deleting those with matching identifiersįoreach (DontDestroyOnSelectedScenes obj in collection) cache all objects containing this componentĭontDestroyOnSelectedScenes collection = FindObjectsOfType() check if this object should be deleted based on the input scene names given ![]() ![]() delete any potential duplicates that might be in the scene already, keeping only this one Void OnSceneLoaded(Scene scene, LoadSceneMode mode) SceneManager.sceneLoaded += OnSceneLoaded since Awake() callback preceded OnSceneLoaded(), place initialization code in Start() for singleton-like behaviour: we need the first object created to check for other objects and delete them in the scene during a transition Public class DontDestroyOnSelectedScenes : MonoBehaviour ![]() / For reusability, this component uses the scene names as strings to decide whether it survives or not after a scene is loaded theme songs) in certain scene transitions. / Attach this component to objects that you want to keep alive (e.g. Here is a working solution that avoids the use of singletons, allowing you to add the script to multiple objects in the scene and tweak the behaviour via the inspector: using First thread I found when looking for a solution to this problem, so I'll add to this thread. 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