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Être enfant de Dieu 1 Jean 3.1a Jeff Laurin
#xcit #transformer #attentionmechanism After dominating Natural Language Processing, Transformers have taken over Computer Vision recently with the advent of Vision Transformers. However, the attention mechanism's quadratic complexity in the number of tokens means that Transformers do not scale well to high-resolution images. XCiT is a new Transformer architecture, containing XCA, a transposed version of attention, reducing the complexity from quadratic to linear, and at least on image data, it appears to perform on par with other models. What does this mean for the field? Is this even a transformer? What really matters in deep learning? OUTLINE: 0:00 - Intro & Overview 3:45 - Self-Attention vs Cross-Covariance Attention (XCA) 19:55 - Cross-Covariance Image Transformer (XCiT) Architecture 26:00 - Theoretical & Engineering considerations 30:40 - Experimental Results 33:20 - Comments & Conclusion Paper: https://arxiv.org/abs/2106.09681 Code: https://github.com/facebookresearch/xcit Abstract: Following their success in natural language processing, transformers have recently shown much promise for computer vision. The self-attention operation underlying transformers yields global interactions between all tokens ,i.e. words or image patches, and enables flexible modelling of image data beyond the local interactions of convolutions. This flexibility, however, comes with a quadratic complexity in time and memory, hindering application to long sequences and high-resolution images. We propose a "transposed" version of self-attention that operates across feature channels rather than tokens, where the interactions are based on the cross-covariance matrix between keys and queries. The resulting cross-covariance attention (XCA) has linear complexity in the number of tokens, and allows efficient processing of high-resolution images. Our cross-covariance image transformer (XCiT) is built upon XCA. It combines the accuracy of conventional transformers with the scalability of convolutional architectures. We validate the effectiveness and generality of XCiT by reporting excellent results on multiple vision benchmarks, including image classification and self-supervised feature learning on ImageNet-1k, object detection and instance segmentation on COCO, and semantic segmentation on ADE20k. Authors: Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jegou Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: https://www.youtube.com/c/yannickilcher Twitter: https://twitter.com/ykilcher Discord: https://discord.gg/4H8xxDF BitChute: https://www.bitchute.com/channel/yann... Minds: https://www.minds.com/ykilcher Parler: https://parler.com/profile/YannicKilcher LinkedIn: https://www.linkedin.com/in/yannic-ki... BiliBili: https://space.bilibili.com/1824646584 If you want to support me, the best thing to do is to share out the content :) If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this): SubscribeStar: https://www.subscribestar.com/yannick... Patreon: https://www.patreon.com/yannickilcher Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2 Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n
Pascal Denault - Philémon 1-25 DESCRIPTION : L'Épître de Paul à Philémon nous montre à la fois comment pardonner et comment recevoir le pardon, mais elle nous montre également comment être un bon médiateur pour favoriser la réconciliation. Après avoir examiné le rôle de Philémon et celui d'Onésime, nous nous pencherons sur le rôle de Paul comme intercesseur. Voici 13 applications pratiques tirées de son exemple dans sa lettre à Philémon. PLAN 1. Chercher premièrement l’intérêt de Jésus-Christ 2. Déterminer si je dois agir et à quel titre 3. Éviter autant que possible d’agir seul 4. Être motivé par la paix 5. Dépendre de dieu dans la prière durant tout le processus 6. Prioriser la grâce avant l’autorité 7. Chercher à comprendre tous les points de vue et éviter le parti-pris 8. Favoriser l’exercice de la volonté sans contraindre ou manipuler 9. Garder la perspective d’éternité 10. Plaider sur une base biblique 11. Être prêt à s’investir malgré le prix à payer 12. Garder espoir et rejeter le cynisme 13. Faire un suivi et accompagner jusqu’au bout
Harley-Davidson invests in Alta Motors, and its future; Jensen rides a pair of Triumphs, the Speed Triple RS and the Tiger 800 XCA; and we talk about the motorcycle gear of the future.
Pascal Denault - Matthieu 10.21-23 Être aimé de Dieu a pour conséquence d’être haïs des hommes qui haïssent Dieu. Dans ce message nous verrons pourquoi les chrétiens sont parfois haïs par leur propre famille et comment ils doivent répondre à la persécution. Nous examinerons de près cette phrase difficile de Jésus où il déclare à ses disciples : « Vous n'aurez pas achevé de parcourir les villes d'Israël que le Fils de l'homme sera venu. » Ce message nous aidera à comprendre, résister et triompher de la persécution. 1. Quelles sont les différentes sphères de persécution présentées par Jésus? 2. Qu’est-ce que la persécution nous révèle concernant le salut et concernant l’état spirituel des persécuteurs? 3. Quelles sont les deux choses que Jésus nous dit de faire dans ce passage concernant la persécution? 4. Que signifie « vous n'aurez pas achevé de parcourir les villes d'Israël que le Fils de l'homme sera venu » et en quoi est-ce une consolation pour ceux qui sont persécutés?
Pascal Denault - Matthieu 10.21-23 Être aimé de Dieu a pour conséquence d’être haïs des hommes qui haïssent Dieu. Dans ce message nous verrons pourquoi les chrétiens sont parfois haïs par leur propre famille et comment ils doivent répondre à la persécution. Nous examinerons de près cette phrase difficile de Jésus où il déclare à ses disciples : « Vous n'aurez pas achevé de parcourir les villes d'Israël que le Fils de l'homme sera venu. » Ce message nous aidera à comprendre, résister et triompher de la persécution. 1. Quelles sont les différentes sphères de persécution présentées par Jésus? 2. Qu’est-ce que la persécution nous révèle concernant le salut et concernant l’état spirituel des persécuteurs? 3. Quelles sont les deux choses que Jésus nous dit de faire dans ce passage concernant la persécution? 4. Que signifie « vous n'aurez pas achevé de parcourir les villes d'Israël que le Fils de l'homme sera venu » et en quoi est-ce une consolation pour ceux qui sont persécutés?
In part two of our ADV demo day review, we decided to get input from a new rider who is a Riders of Loud Pipes - Micah Cooper. Micah joins Rich, Rico, and Jon to give us his review of the bikes he rode during the Motorcycles of Charlotte ADV demo day.ADV Demo day bikes ridden by Micah:BMW F700GSBMW R nine T ScramblerBMW R 1200 GSDucati Multistrada 1200 SADV Demo day bikes ridden by Rich:Triumph Tiger 800 XCaBMW R 1200 GS AdventureDucati Multistrada 1200 S (more sport touring, the enduro model was not available)BMW S 1000 XR (also more sport touring, Rich just wanted to ride this one) U-Turn:Victory announced winners of the Operation Octane build off Events:Triumph Bobber Event (by Motorcycles of Charlotte) December 16th, 2016 at Sugar Creek BreweryEasyriders Bike Show Charlotte, NC January 21th, 2017Support the show and receive rewards for your contribution by visiting loudpipes.net/donate. Patreon is our focus and is an ongoing support model. There is also a link for one time donations and support of any size is greatly appreciated.Running time: 1 hour 16 minutesQuestions or comments: feedback@rdubstudios.com or the Feedback pageContest time! We are giving away a Legend Gear Smartphone Tasche, which was donated to the show by First Five rider Zyon (Thanks again!) and here is how you enter:Share this post or others from our Facebook page on another motorcycle related Facebook page, group, or your own timeline. You MUST use the Facebook share feature so that we can track the entries. We will allow up to five shares from each person and then pick a random number to determine the winner. If you are not on Facebook, share it on another social media platform and send us an email to the feedback address or our feedback form with evidence of your share. Please check out episode 64 show notes for photos
Part one of our ADV demo day also brings an ADV ringer to help us discuss the bikes and the ADV experience. Rich, Jon, and two of the Riders of Loud Pipes members Micah and Titus attended the ADV demo day at Motorcycles of Charlotte.Before getting into show we like to wish everyone in the U.S. a Happy Thanksgiving and be safe while out Black Friday shopping.Our special guest Brian Hunnicutt joins us for our ADV talk. Brian has a 2013 BMW R1200 GS and has taken his bike not just on-road and off-road, but also on the race track! Brian enjoys the BMW GS due to the boxer engine, low center of gravity, and all road aspects of the motorcycle. ADV Demo day bikes ridden by Rich:Triumph Tiger 800 XCaBMW R 1200 GS AdventureDucati Multistrada 1200 S (more sport touring, the enduro model was not available)BMW S 1000 XR (also more sport touring, Rich just wanted to ride this one) Brian is also a track instructor and Rich gets some pointers on what he needs to prep before he hits the track.Links to some things mentioned by BrianSheetiron 300 Dualsport ride - Oakland Motorcycle ClubBrian riding the Sheet Iron 300 2016 BMW R1200GS'SAnd on a sad note, Brian's crash Sheetiron 300 2016U-Turn:We received some feedback via Facebook from the Creative Riding Motorcycle Podcast and they mentioned that the Harley Street Bob is not a new bike, and was introduced in 2006. Rico is still not a fan. Events:Triumph Bobber Event (by Motorcycles of Charlotte) December 19th, 2016Easyriders Bike Show Charlotte, NC January 21th, 2017Support the show and receive rewards for your contribution by visiting loudpipes.net/donate. Patreon is our focus and is an ongoing support model. There is also a link for one time donations and support of any size is greatly appreciated.Running time: 1 hour 08 minutesQuestions or comments: feedback@rdubstudios.com or the Feedback pageContest time! We are giving away a Legend Gear Smartphone Tasche, which was donated to the show by First Five rider Zyon (Thanks again!) and here is how you enter:Share this post or others from our Facebook page on another motorcycle related Facebook page, group, or your own timeline. You MUST use the Facebook share feature so that we can track the entries. We will allow up to five shares from each person and then pick a random number to determine the winner. If you are not on Facebook, share it on another social media platform and send us an email to the feedback address or our feedback form with evidence of your share. Please check out episode 64 show notes for photos
Dieu n’est pas composé de parties, mais tout ce qui est en Dieu est Dieu ce qui fait de lui un Être absolu. ~ Hébreux 6.13
Welcome to Episode #116 of the Kelownagurl Tris Podcast!In this episode, Erik gives us a Bare Bones Duathlon Race Report, Carlos gives us some audio from the Elk Lake Ultra, I read a few race reports, and I talk about my 'week before the marathon" taper drama.To download an mp3 of this episode, click here.Email, Voice Mail, and Race Reports from:* Geoff - Western Oregon University Sprint+ Triathlon* John from http://www.daretotrilife.com* Melanie from http://www.northerngardenersalmanac.com/Check out the Quadrathon Podcast to hear Stuart and I chat about Marathon and Triathlon trainingGear ReviewsnoneWorkout Song Clips of the Week:"Here and Now" by Great Big SeaPlease feel free to leave me a comment, send me an email, or leave me a review on itunes!Remember:It's never too late to be what you might have been! ~ George EliotEmail me: kelownagurl@gmail.comWebsite: http://kelownagurltris.blogspot.comThanks for listening!