Podcasts about cpu gpu

隼先生怎麼說#EP147｜NVIDIA確認產業趨勢，改變AI趨勢仍將是CSP廠商

BIGECON 站在巨人肩膀看世界經濟

Play Episode Listen Later Feb 24, 2024 37:32

1:15 短線股價跌深，為財報跳漲貢獻最大利多(先前集數分析過) 3:00 整理過去12次+本次財報公布反映，3日前報酬確實負相關 7:30 Double beat正常不過，且台積電財報也可看出 ----- NVIDIA 法說的摘要 8:30 AI引爆各區、各行業需求，公司產品需求遠大於供給 9:07 伺服器CPU轉至GPU趨勢未改變，看至2025有好表現 10:10 上一季現金回購23億元季減年增(合計財報年共92億美元) 12:12 NVIDIA與法人都只聚焦Data Center(伺服器晶片)，營運成長單一且強大!? 13:56 對中限制之晶片許可尚未取得，逐步有少量對中出貨(替代的閹割版AI晶片) ----- 17:00 毛利率最亮眼，也要注意毛利率經過一年可能觸頂成長趨緩 20:10 AI伺服器供應鏈，改變趨勢是買家(CSP廠商) CSP三個影響關鍵: 25:00 商業化變現華爾街開始定價，AI支出與回報將開始受到檢視 28:00 股價的高低，也會影響公司被迫砍支出(想想2年前資料中心的故事) 30:33 CSP廠商吃人夠夠，著作、隱私權限制歐盟可能出手? 33:00 自由現金流成長趨緩，帶動股價財報公布後趨平，資金轉換至… 相關圖表資料與完整文章: https://www.big-econ.com/index.php?sec=article&ID=3729

ai id nvidia csp cpu gpu

單晶片測試優等生ft.愛德萬測試副總經理蘇勇鴻與副總經理陳建州

IC之音｜光耀台灣

Play Episode Listen Later Feb 20, 2024 36:55

「我們幾乎是用盡全力，以過去自家累積的優勢基礎和架構，一路摸索、建立起SOC測試設備和開發能力!」愛德萬測試副總經理蘇勇鴻與副總經理陳建州，對當年如何大幅跨越記憶體測試領域到SOC測試設備的歷程，仍是記憶猶新。本集節目就邀請兩人連袂分享，愛德萬如何努力突破，以單晶片測試優等生角色，參與建立STC/OpenStar開放架構平台, 獲致在SoC-T2000領域中，並於CPU、GPU(play station)嶄露頭角的市場目標，歡迎收聽。全球自動化測試與量測設備領導製造商-愛德萬測試技術開發執全球牛耳，擁有70年多元發展技術優勢和價值的愛德萬測試，又如何在此關鍵時刻承先啟後，聚焦全球自動化測試設備，見證半導體世界的風起雲湧?為此，由出身工研院的資深產業主持人謝美芳，從2024年1/2起到4/16，於每週二上午8:15播出的節目，製播專題，帶領聽眾一窺全球半導體產業最大自動化測試設備的發展史，如何在早期透過半導體製程倚靠的精確測試系統，逐漸在其後陸續締造出包括5G通訊、高效能運算、人工智慧，以及自駕車等領域的豐碩成果，透過半導體測試設備繼續精準地領航科技大未來。

5g soc cpu gpu

PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

Papers Read on AI

Play Episode Listen Later Dec 28, 2023 52:15

This paper introduces PowerInfer, a high-speed Large Language Model (LLM) inference engine on a personal computer (PC) equipped with a single consumer-grade GPU. The key underlying the design of PowerInfer is exploiting the high locality inherent in LLM inference, characterized by a power-law distribution in neuron activation. This distribution indicates that a small subset of neurons, termed hot neurons, are consistently activated across inputs, while the majority, cold neurons, vary based on specific inputs. PowerInfer exploits such an insight to design a GPU-CPU hybrid inference engine: hot-activated neurons are preloaded onto the GPU for fast access, while cold-activated neurons are computed on the CPU, thus significantly reducing GPU memory demands and CPU-GPU data transfers. PowerInfer further integrates adaptive predictors and neuron-aware sparse operators, optimizing the efficiency of neuron activation and computational sparsity. Evaluation shows that PowerInfer attains an average token generation rate of 13.20 tokens/s, with a peak of 29.08 tokens/s, across various LLMs (including OPT-175B) on a single NVIDIA RTX 4090 GPU, only 18% lower than that achieved by a top-tier server-grade A100 GPU. This significantly outperforms llama.cpp by up to 11.69x while retaining model accuracy. 2023: Yixin Song, Zeyu Mi, Haotong Xie, Haibo Chen https://arxiv.org/pdf/2312.12456v1.pdf

model language serving pc large consumer grade evaluation cpu llm gpu large language models nvidia rtx cpu gpu

LCC 304 - Dark punk

Les Cast Codeurs Podcast

Play Episode Listen Later Dec 18, 2023 99:41

Dans cet épisode, Katia, Arnaud et Emmanuel discutent les nouvelles de cette fin 2023. Le gatherer dans les stream Java, les exceptions, JavaScript dans la JVM, recherche vectorielle, coût du cloud, Gemini, Llama et autres animaux fantastiques et pleins d'outils sympathiques pour fêter la fin de l'année. Enregistré le 15 décembre 2023 Téléchargement de l'épisode LesCastCodeurs-Episode-304.mp3 News Aide Les Cast Codeurs et remplis un petit formulaire pour nous guider l'année prochaine https://lescastcodeurs.com/sondage Langages Avec JEP 461, arrivée dans en preview dans Java 22 de la notion de “gatherer” pour les streams https://groovy.apache.org/blog/groovy-gatherers dans cet article de Paul King, de l'équipe Groovy, il montre et contraste ce que l'on pouvait faire en Groovy depuis des années, comme des sliding windows, par exemple explique l'approche des gatherers avec ses opérations intermédiaires gatherer sont des operations intermediaires custom qui prennent un etat et le prochain element pour decided quoi faire, et meme changer le stream d'elements suivants (en publier) (via la fonction integrate certains peuvent permettre de combiner les resultats intermediaires (pour paralleliser) Examples : fenetres de taille fixe, fenettres glissantes Joe Duffy, qui est CEO de Pulumi, mais qui avait travaillé chez Microsoft sur le project Midori (un futur OS repensé) parle du design des exceptions, des erreurs, des codes de retour https://joeduffyblog.com/2016/02/07/the-error-model/ Il compare les codes d'erreurs, les exceptions, checked et non-checked il separe les bugs des erreurs attendues (bugs doivent arreter le process) il raconte l'histoire des unchecked exception et leurs problemes et des checked exceptopns et poourquoi les developeurs java les detestent (selon lui) long article maisn interessant dans ses retours mais lon je ne suis pas allé au bout :smile: Après la disparition de Nashorn dans le JDK, on peut se tourner vers le projet Javet https://www.caoccao.com/Javet/index.html Javet permet d'intégrer JavaScript avec le moteur V8 Mais aussi carrément Node.js c'est super comme capacité car on a les deux mielleurs moteurs, par contre le support hors x86 est plus limité (genre arm sous windows c'est non) Librairies Une partie de l'équipe Spring se fait lourder après le rachat effectif de Broadcom https://x.com/odrotbohm/status/1729231722498425092?s=20 peu d'info en vrai à part ce tweet mais l'acquisition Broadcome n'a pas l'air de se faire dans le monde des bisounours Marc Wrobel annonce la sortie de JBanking 4.2.0 https://www.marcwrobel.fr/sortie-de-jbanking-4-2-0 support de Java 21 possibilité de générer aléatoirement des BIC amélioration de la génération d'IBAN jbanking est une bibliotheque pour manipuler des structures typiques des banques comme les IBAN les BIC, les monnaies, les SEPA etc. Hibernate Search 7 est sorti https://in.relation.to/2023/12/05/hibernate-search-7-0-0-Final/ Support ElasticSearch 8.10-11 et openSearch 2.10-11 Rebasé sur Lucerne 9.8 support sur Amazon OpenSearch Serverless (experimental) attention sous ensemble de fonctionnalités sur Serverless, c'est un API first search cluster vendu a la lambda En lien aussi sur la version 7.1 alpha1 Hibernate ORM 6.4 est sorti https://in.relation.to/2023/11/23/orm-640-final/ support pour SoftDelete (colonne marquant la suppression) support pour les operations vectorielles (support postgreSQL initialement) les fonctions vectorielles sont particulièrement utilisées par l'IA/ML événement spécifiques JFR Intégration de citrus et Quarkus pour les tests d'intégrations de pleins de protocoles et formats de message https://quarkus.io/blog/testing-quarkus-with-citrus/ permet de tester les entrees / sorties attendues de systèmes de messages (HTTP, Kafka, serveur mail etc) top pour tester les application Event Driven pas de rapport mais Quarkus 3.7 ciblera Java 17 (~8% des gens utilisaient Java 11 dans les builds qui ont activé les notifications) Hibernate Search 7.1 (dev 7.1.0.Alpha1) avec dernière version de Lucene (9.8), Infinispan rajoute le support pour la recherche vectorielle. https://hibernate.org/search/releases/7.1/ https://infinispan.org/blog/2023/12/13/infinispan-vector-search Hibernate Search permet maintenant la recherche vectorielle La dernière version est intégrée en Infinispan 15 (dev) qui sortira La recherche vectoriolle et stockage de vecteurs, permettent convertir Infinispan en Embedding Store (langchain) Cloud Comment choisir sa region cloud https://blog.scottlogic.com/2023/11/23/conscientious-cloud-pick-your-cloud-region-deliberately.html pas si simple le coût la securité légale de vos données la consommation carbone de la région choisie (la France est top, la Pologne moins) la latence vs où sont vos clients les services supportés Web Vers une standardisation des Webhooks ? https://www.standardwebhooks.com/ Des gens de Zapier, Twilio, Ngrok, Kong, Supabase et autres, se rejoignent pour essayer de standardiser l'approche des Webhooks La spec est open source (Apache) sur Github https://github.com/standard-webhooks/standard-webhooks/blob/main/spec/standard-webhooks.md Les objectifs sont la sécurité, la reliabilité, l'interopérabilité, la simplicité et la compatibilité (ascendante / descendante) sans la spec, chaque webhook est different dans son comportement et donc les clients doivent s'adapter dans la sematique et les erreurs etc la (meta-) structure de la payload, la taille, la securisation via signature (e.g. hmac), les erreurs (via erreurs HTTP), etc Data et Intelligence Artificielle Google annonce Gemini, son nouveau Large Language Model https://blog.google/technology/ai/google-gemini-ai/#sundar-note modèle multimodal qui peut prendre du texte, en entrée, mais aussi des images, du son, des vidéos d'après les benchmarks, il est largement aussi bon que GPT4 plusieurs tailles de modèles disponible : Nano pour être intégré aux mobiles, Pro qui va être utilisé dans la majeure partie des cas, et Ultra pour les besoins de réflexion les plus avancés Android va rajouter aussi des librairies AICore pour utiliser Gemini Nano dans les téléphones Pixel https://android-developers.googleblog.com/2023/12/a-new-foundation-for-ai-on-android.html Gemini Pro va être disponible dans Bard (en anglais et dans 170 pays, mais l'Europe va devoir attendre un petit peu pour que ce soit dispo) Gemini Ultra devrait aussi rejoindre Bard, dans une version étendue https://blog.google/products/bard/google-bard-try-gemini-ai/ Gemini va être intégré progressivement dans plein de produits Google DeepMind parlant de Gemini https://deepmind.google/technologies/gemini/#introduction Un rapport de 60 pages sur Gemini https://storage.googleapis.com/deepmind-media/gemini/gemini_1_report.pdf Gemini a permis aussi de pouvoir développer une nouvelle version du modèle AlphaCode qui excelle dans les compétitions de coding https://storage.googleapis.com/deepmind-media/AlphaCode2/AlphaCode2_Tech_Report.pdf Liste de petites vidéos sur YouTube avec des interviews et démonstrations des capacités de Gemini https://www.youtube.com/playlist?list=PL590L5WQmH8cSyqzo1PwQVUrZYgLcGZcG malheureusement certaines des annonces sont un peu fausse ce qui a amené un discrédit (non du) sur Gemini par exemple la video “aspirationelle” était vendue comme du réel mais ce n'est pas le cas. et ultra n'est pas disponible encore ausso la comparaison de ChatGPT sur la page (initialement au moins) comparait des choux et des carottes, meme si le papier de recherche était correct Avec la sortie de Gemini, Guillaume a écrit sur comment appeler Gemini en Java https://glaforge.dev/posts/2023/12/13/get-started-with-gemini-in-java/ Gemini est multimodèle, donc on peut passer aussi bien du texte que des images, ou même de la vidéo Il y a un SDK en Java pour interagir avec l'API de Gemini Facebook, Purple Llama https://ai.meta.com/blog/purple-llama-open-trust-safety-generative-ai/ Opensource https://ai.meta.com/llama/ dans l'optique des modeles GenAI ouverts, Facebook fournit des outils pour faire des IA responsables (mais pas coupables :wink: ) notament des benchmarks pour evaluler la sureté et un classifier de sureté, par exemple pour ne pas generer du code malicieux (ou le rendre plus dur) llama purple sera un projet parapluie D'ailleurs Meta IBM, Red Hat et pleins d'autres ont annoncé l'AI Alliance pour une AI ouverte et collaborative entre académique et industriels. Sont notammenrt absent Google, OpenAI (pas ouvert) et Microsoft Juste une annouce pour l'instant mais on va voir ce que ces acteurs de l'AI Alliance feront de concret il y a aussi un guide d'utilisateur l'usage IA responsable (pas lu) Apple aussi se met aux librairies de Machine Learning https://ml-explore.github.io/mlx/build/html/index.html MLX est une librairie Python qui s'inspire fortement de NumPy, PyTorch, Jax et ArrayFire Surtout, c'est développé spécifiquement pour les Macs, pour tirer au maximum parti des processeurs Apple Silicon Dans un des repos Github, on trouve également des exemples qui font tourner nativement sur macOS les modèles de Llama, de Mistral et d'auters https://github.com/ml-explore/mlx-examples non seulement les Apple Silicon amis aussi la memoire unifiee CPU/GPU qui est une des raisons clés de la rapidité des macs Faire tourner Java dans un notebook Jupyter https://www.javaadvent.com/2023/12/jupyter-notebooks-and-java.html Max Andersen explore l'utilisation de Java dans les notebooks Jupyter, au lieu du classique Python il y a des kernels java selon vos besoins mais il faut les installer dans la distro jupyter qu'on utilise et c'est la que jbang installable via pip vient a la rescousse il installe automatiquement ces kernels en quelques lignes Outillage Sfeir liste des jeux orientés développeurs https://www.sfeir.dev/tendances/notre-selection-de-jeux-de-programmation/ parfait pour Noël mais c'est pour ceux qui veulent continuer a challenger leur cerveau après le boulot jeu de logique, jeu de puzzle avec le code comme forme, jeu autour du machine learning, jeu de programmation assembleur Les calendriers de l'Avent sont populaires pour les développeurs ! En particulier avec Advent of Code https://adventofcode.com/ Mais il y a aussi l'Advent of Java https://www.javaadvent.com/ Ou un calendrier pour apprendre les bases de SVG https://svg-tutorial.com/ Le calendrier HTML “hell” https://www.htmhell.dev/adventcalendar/ qui parle d'accessibilité, de web components, de balises meta, de toutes les choses qu'on peut très bien faire en HTML/CSS sans avoir besoin de JavaScript Pour les développeurs TypeScript, il y a aussi un calendrier de l'Avent pour vous ! https://typehero.dev/aot-2023 Un super thread de Clara Dealberto sur le thème de la “dataviz” (data visualization) https://twitter.com/claradealberto/status/1729447130228457514 Beaucoup d'outil librement accessibles sont mentionnés pour faire toutes sortes de visualisations (ex. treemap, dendros, sankey…) mais aussi pour la cartographie Quelques ressources de site qui conseillent sur l'utilisation du bon type de visualisation en fonction du problème et des données que l'on a notemment celui du financial time qui tiens dans une page de PDF Bref c'est cool mais c'est long a lire Une petite liste d'outils sympas - jc pour convertir la sortie de commandes unix en JSON https://github.com/kellyjonbrazil/jc - AltTab pour macOS pour avoir le même comportement de basculement de fenêtre que sous Windows https://alt-tab-macos.netlify.app/ - gron pour rendre le JSON grep-able, en transformant chaque valeur en ligne ressemblant à du JSONPath https://github.com/tomnomnom/gron - Marker, en Python, pour transformer des PDF en beau Markdown https://github.com/VikParuchuri/marker - n8n un outil de workflow open source https://n8n.io/ gron en fait montre des lignes avec des assignments genre jsonpath = value et tu peux ungroner apres pour revenir a du json Marker utilise du machine learning mais il halklucine moins que nougat (nous voilà rassuré) Docker acquiert Testcontainers https://techcrunch.com/2023/12/11/docker-acquires-atomicjar-a-testing-startup-that-raised-25m-in-january/ Annonce par AtomicJar https://www.atomicjar.com/2023/12/atomicjar-is-now-part-of-docker/ Annonce par Docker https://www.docker.com/blog/docker-whale-comes-atomicjar-maker-of-testcontainers/ Architecture Comment implémenter la reconnaissance de chanson, comme Shazam https://www.cameronmacleod.com/blog/how-does-shazam-work il faut d'abord passer en mode fréquence avec des transformées de Fourrier pour obtenir des spectrogrammes puis créer une sorte d'empreinte qui rassemble des pics de fréquences notables à divers endroits de la chanson d'associer ces pics pour retrouver un enchainement de tels pics de fréquence dans le temps l'auteur a partagé son implémentation sur Github https://github.com/notexactlyawe/abracadabra/blob/e0eb59a944d7c9999ff8a4bc53f5cfdeb07b39aa/abracadabra/recognise.py#L80 Il y avait également une très bonne présentation sur ce thème par Moustapha Agack à DevFest Toulouse https://www.youtube.com/watch?v=2i4nstFJRXU les pics associés sont des hash qui peut etre comparés et le plus de hash veut dire que les chansons sont plus similaires Méthodologies Un mémo de chez ThoughtWorks à propos du coding assisté par IA https://martinfowler.com/articles/exploring-gen-ai.html#memo-08 Avec toute une liste de questions à se poser dans l'utilisation d'un outil tel que Copilot Il faut bien réaliser que malheureusement, une IA n'a pas raison à 100% dans ses réponses, et même plutôt que la moitié du temps, donc il faut bien mettre à jour ses attentes par rapport à cela, car ce n'est pas magique La conclusion est intéressante aussi, en suggérant que grosso modo dans 40 à 60% des situations, tu peux arriver à 40 à 80% de la solution. Est-ce que c'est à partir de ce niveau là qu'on peut vraiment gagner du temps et faire confiance à l'IA ? Ne perdez pas trop de temps non plus à essayer de convaincre l'IA de faire ce que vous voulez qu'elle fasse. Si vous n'y arrivez pas, c'est sans doute parce que l'IA n'y arrivera même pas elle même ! Donc au-delà de 10 minutes, allez lire la doc, chercher sur Google, etc. notamment, faire genrer les tests par l'IA dans al foulée augmente les risques surtout si on n'est pas capable de bien relire le code si on introduit un choix de pattern genre flexbox en CSS, si c'est sur une question de sécuriter, vérifier (ceinture et bretelle) est-ce le framework de la semaine dernière? L'info ne sera pas dans le LLM (sans RAG) Quelles capacités sont nécessaires pour déployer un projet AI/ML https://blog.scottlogic.com/2023/11/22/capabilities-to-deploy-ai-in-your-organisation.html C'est le MLOps et il y a quelques modèles end to end Google, IBM mais vu la diversité des organisations, c'est difficile a embrasser ces versions completes ML Ops est une métier, data science est un metier, donc intégrer ces competences sachez gérer votre catalogue de données Construire un process pour tester vos modèles et continuellement La notion de culture de la recherche et sa gestion (comme un portefeuille financier, accepter d'arrêter des experience etc) la culture de la recherche est peu présente en engineering qui est de construire des choses qui foncitonnent c'est un monde pre LLM Vous connaissez les 10 dark patterns de l'UX ? Pour vous inciter à cliquer ici ou là, pour vous faire rester sur le site, et plus encore https://dodonut.com/blog/10-dark-patterns-in-ux-design/ Parmi les dark patterns couverts Confirmshaming Fake Urgency and the Fear of Missing Out Nagging Sneaking Disguised Ads Intentional Misdirection The Roach Motel Pattern Preselection Friend Spam Negative Option Billing or Forced Continuity L'article conclut avec quelques pistes sur comment éviter ces dark patterns en regardant les bons patterns de la concurrence, en testant les interactions UX, et en applicant beaucoup de bon sens ! les dark patterns ne sont pas des accidents, ils s'appuient sur la psychologie et sont mis en place specifiquement Comment choisir de belles couleurs pour la visualisation de données ? https://blog.datawrapper.de/beautifulcolors/ Plutôt que de penser en RGB, il vaut mieux se positionner dans le mode Hue Saturation Brightness Plein d'exemples montrant comment améliorer certains choix de couleurs Mieux vaut éviter des couleurs trop pures ou des couleurs trop brillantes et saturées Avoir un bon contraste Penser aussi aux daltoniens ! j'ai personnellement eu toujours du mal avec saturationm vs brightness faire que les cloueirs en noir et blanc soient separees evant de le remettre (en changeant la brightness de chaque couleur) ca aide les daltoniens eviter les couleurs aux 4 coins amis plutot des couleurs complementaires (proches) rouge orange et jaune (non saturé) et variations de bleu sont pas mal les couleurs saturées sont aggressives et stressent les gens Pourquoi vous devriez devenir Engineering Manager? https://charity.wtf/2023/12/15/why-should-you-or-anyone-become-an-engineering-manager/ L'article parle de l'évolution de la perception de l'engineering management qui n'est plus désormais le choix de carrière par défaut pour les ingénieurs ambitieux. Il met en évidence les défis auxquels les engineering managers sont confrontés, y compris les attentes croissantes en matière d'empathie, de soutien et de compétences techniques, ainsi que l'impact de la pandémie de COVID-19 sur l'attrait des postes de management. L'importance des bons engineering mnanagers est soulignée, car ils sont considérés comme des multiplicateurs de force pour les équipes, contribuant de manière significative à la productivité, à la qualité et au succès global dans les environnements organisationnels complexes. L'article fournit des raisons pour lesquelles quelqu'un pourrait envisager de devenir Engineering Manager, y compris acquérir une meilleure compréhension de la façon dont les entreprises fonctionnent, contribuer au mentorat et influencer les changements positifs dans la dynamique des équipes et les pratiques de l'industrie. Une perspective est présentée, suggérant que devenir Engineering manager peut conduire à la croissance personnelle et à l'amélioration des compétences de vie, telles que l'autorégulation, la conscience de soi, la compréhension des autres, l'établissement de limites, la sensibilité à la dynamique du pouvoir et la maîtrise des conversations difficiles. L'article encourage à considérer la gestion comme une occasion de développer et de porter ces compétences pour la vie. Sécurité LogoFAIL une faille du bootloader de beaucoup de machines https://arstechnica.com/security/2023/12/just-about-every-windows-and-linux-device-vulnerable-to-new-logofail-firmware-attack/ en gros en changeant les eimages qu'on voit au boot permet d'executer du code arbitraire au tout debuit de la securisation du UEFI (le boot le plus utilisé) donc c'est game over parce que ca demarre avant l'OS c'est pas une exploitation a distance, il faut etre sur la machine avec des droits assez elevés deja mais ca peut etre la fin de la chaine d'attaque et comme d'hab un interpreteur d'image est la cause de ces vulnerabilités Conférences L'IA au secours de conférences tech: rajoute des profile tech femme comme speaker au programme pour passer le test diversité online via des profiles fake. https://twitter.com/GergelyOrosz/status/1728177708608450705 https://www.theregister.com/2023/11/28/devternity_conference_fake_speakers/ https://www.developpez.com/actu/351260/La-conference-DevTernity-sur-la-technologie-s-e[…]s-avoir-cree-de-fausses-oratrices-generees-automatiquement/ j'avais lu le tweet du createur de cette conf qui expliquait que c'etait des comptes de tests et que pris dans le rush ils avaient oublié de les enlever mais en fait les comptes de tests ont des profils “Actifs” sur le reseaux sociaux apparemment donc c'était savamment orchestré Au final beaucoup de speakers et des sponsors se desengagent La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 31 janvier 2024-3 février 2024 : SnowCamp - Grenoble (France) 1 février 2024 : AgiLeMans - Le Mans (France) 6 février 2024 : DevFest Paris - Paris (France) 8-9 février 2024 : Touraine Tech - Tours (France) 15-16 février 2024 : Scala.IO - Nantes (France) 6-7 mars 2024 : FlowCon 2024 - Paris (France) 14-15 mars 2024 : pgDayParis - Paris (France) 19 mars 2024 : AppDeveloperCon - Paris (France) 19 mars 2024 : ArgoCon - Paris (France) 19 mars 2024 : BackstageCon - Paris (France) 19 mars 2024 : Cilium + eBPF Day - Paris (France) 19 mars 2024 : Cloud Native AI Day Europe - Paris (France) 19 mars 2024 : Cloud Native Wasm Day Europe - Paris (France) 19 mars 2024 : Data on Kubernetes Day - Paris (France) 19 mars 2024 : Istio Day Europe - Paris (France) 19 mars 2024 : Kubeflow Summit Europe - Paris (France) 19 mars 2024 : Kubernetes on Edge Day Europe - Paris (France) 19 mars 2024 : Multi-Tenancy Con - Paris (France) 19 mars 2024 : Observabiity Day Europe - Paris (France) 19 mars 2024 : OpenTofu Day Europe - Paris (France) 19 mars 2024 : Platform Engineering Day - Paris (France) 19 mars 2024 : ThanosCon Europe - Paris (France) 19-21 mars 2024 : IT & Cybersecurity Meetings - Paris (France) 19-22 mars 2024 : KubeCon + CloudNativeCon Europe 2024 - Paris (France) 26-28 mars 2024 : Forum INCYBER Europe - Lille (France) 28-29 mars 2024 : SymfonyLive Paris 2024 - Paris (France) 4-6 avril 2024 : Toulouse Hacking Convention - Toulouse (France) 17-19 avril 2024 : Devoxx France - Paris (France) 18-20 avril 2024 : Devoxx Greece - Athens (Greece) 25-26 avril 2024 : MiXiT - Lyon (France) 25-26 avril 2024 : Android Makers - Paris (France) 8-10 mai 2024 : Devoxx UK - London (UK) 16-17 mai 2024 : Newcrafts Paris - Paris (France) 24 mai 2024 : AFUP Day Nancy - Nancy (France) 24 mai 2024 : AFUP Day Poitiers - Poitiers (France) 24 mai 2024 : AFUP Day Lille - Lille (France) 24 mai 2024 : AFUP Day Lyon - Lyon (France) 2 juin 2024 : PolyCloud - Montpellier (France) 6-7 juin 2024 : DevFest Lille - Lille (France) 6-7 juin 2024 : Alpes Craft - Grenoble (France) 27-28 juin 2024 : Agi Lille - Lille (France) 4-5 juillet 2024 : Sunny Tech - Montpellier (France) 19-20 septembre 2024 : API Platform Conference - Lille (France) & Online 7-11 octobre 2024 : Devoxx Belgium - Antwerp (Belgium) 10-11 octobre 2024 : Volcamp - Clermont-Ferrand (France) 10-11 octobre 2024 : Forum PHP - Marne-la-Vallée (France) 17-18 octobre 2024 : DevFest Nantes - Nantes (France) Nous contacter Pour réagir à cet épisode, venez discuter sur le groupe Google https://groups.google.com/group/lescastcodeurs Contactez-nous via twitter https://twitter.com/lescastcodeurs Faire un crowdcast ou une crowdquestion Soutenez Les Cast Codeurs sur Patreon https://www.patreon.com/LesCastCodeurs Tous les épisodes et toutes les infos sur https://lescastcodeurs.com/

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BLOODBORNE, QUALCOSA si MUOVE? | PS5 PRO, ALTRI LEAK CPU/GPU | TLOU MULTIPLAYER ▶ #KristalNews 693

#KristalNews: il Podcast

Play Episode Listen Later Nov 6, 2023 33:55

PROMO Instant Gaming: https://www.instant-gaming.com/?igr=kristalcrossgaming CAPITOLI: 00:00 Benvenuti su Kristal News! 00:24 The Last of Us Multiplayer, QUINDI è ANCORA "VIVO"? 06:15 Detective Cross 08:02 BLOODBORNE, QUALCOSA si MUOVE? 13:07 PS5 PRO, ALTRI LEAK CPU/GPU 17:37 Ho bisogno del vostro aiuto. 22:28 Detective Cross 23:14 NEWS A RUOTA 32:20 Offerta del GIORNO 33:21 Grazie della visione! Offerta del giorno: For The King 2 ▶ -30% (17,49€) https://www.instant-gaming.com/it/13618-comprare-steam-for-the-king-ii-pc-gioco-steam-europe/?igr=kristalcrossgaming Le #KristalNews sono anche in PODCAST! https://www.spreaker.com/show/kristalnews-il-podcast Disponibile anche su SPOTIFY, APPLE PODCAST, ecc ecc PLAYLIST Kristal News https://www.youtube.com/playlist?list=PLiAZAlZgYAdpnFFrYRcfnqVI6WCld_E5g SECONDO CANALE: https://www.youtube.com/channel/UCO13aJlGKgOVYq7-yMe_lPA SEGUIMI IN LIVE SU TWITCH: https://www.twitch.tv/kristalcrossgaming SUPPORTAMI SU PATREON! https://www.patreon.com/kristalcrossgaming SOCIAL & COMMUNITY: FACEBOOK: https://www.facebook.com/kristalcrossgaming/ INSTAGRAM: https://www.instagram.com/kristalcrossgaming/ GRUPPO TELEGRAM: https://t.me/joinchat/APAtYQ5DPmVA3AHTl8mBcA VUOI GIOCHI SUPERSCONTATI? CLICCA QUI! https://www.instant-gaming.com/igr/kristalcrossgaming/ https://www.cdkeys.com/?mw_aref=kristalcrossgaming https://www.epicgames.com/store/it/ (TAG: KRISTAL-CROSS) LINK AFFILIATO AMAZON: https://amzn.to/3tXIq3d SPONSOR - ABBONAMENTO AL CANALE: https://www.youtube.com/channel/UC-isEtNtS2_30c5ANuEEyKQ/join DONAZIONI: https://paypal.me/kristalcross VUOI SPEDIRMI QUALCOSA? MANDALO A QUESTO INDIRIZZO! Flow Rock Live SRLS (per Kristal) Via Fioravanti, 3 San Benedetto del Tronto, AP 63074 "LA CRICCA DEL SOTTOSUOLO": Link Utili! DISCORD: https://discord.gg/BD7vqk TELEGRAM: https://t.me/LaCriccadelSottosuolo FACEBOOK: https://www.facebook.com/LaCriccaDelSottosuolo/ ---------------------------------------- VUOI SENTIRE I MIEI LAVORI? IL SITO DEL MIO STUDIO http://www.kristalcrossmusicproduction.com/page0/page0.html LE MIE BAND: THE LOTUS: https://www.youtube.com/user/TheLotusChannel LOST RESONANCE FOUND: https://www.youtube.com/user/lostresonancefound Attenzione, quasi tutte le musiche che sentite nei video (quando presenti) sono o fatte da me, o dalle band di cui faccio parte, o delle band registrate e/o mixate da me nel mio studio. Uso Final Cut Pro X Per editare i video e Logic Pro X per l'editing audio. Grazie per la visita da Kristal Cross!

QualcommがPC向けハイエンドSoC「Snapdragon X Elite」を発表　CPUもGPUもNPUも高速なのに省電力

elite qualcomm snapdragon snapdragon x elite cpu gpu

Play Episode Listen Later Oct 25, 2023 0:26

QualcommがPC向けハイエンドSoC「Snapdragon X Elite」を発表　CPUもGPUもNPUも高速なのに省電力。　Qualcommは10月24日（ハワイ時間）、PC向けの新型SoC（System-on-a-Chip）「Snapdragon X Elite」を発表した。搭載製品は2024年中盤から順次登場する見通しだ。

Episode 134: It's time for MSFT goes Nuclear, EU green lights merger, Intel iGPU rockets, Google I/O Hardware and AI updates and M3 news

The Weekly Tech Rant with Jay and Karl

Play Episode Listen Later May 21, 2023 62:59

This week we covered: News Microsoft just made a huge, far-from-certain bet on nuclear fusion Microsoft's Activision takeover approved by EU after UK veto Intel's Meteor Lake iGPU is set to shake up the entry level GPU market Google IO Google Pixel Fold: The thinnest foldable (with the biggest battery) in the US Pixel Tablet hands-on: Basically a $500 smart display with a detachable screen Google announces Pixel 7A with 90Hz display and wireless charging Rumours Apple's Reality Pro Headset Might Have More Features Than We Think Gurman: First M3 Macs may launch by end of the year, chip has more CPU/GPU cores compared to M2 As always, we'd love to hear your comments Find us on Twitter @WeeklyTechRant

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iOS 17 Accessibility features, Beats Studio Buds+, M3 Mac chip details

9to5Mac Happy Hour

Play Episode Listen Later May 18, 2023 66:37

Benjamin and Chance discuss the iOS 17 Accessibility features Apple previewed this week. Apple also unveiled some new live concert features for Apple Music. Rumors give more color on the iPhone 16 spec situation, and anticipation for M3 Apple Silicon Macs grow. Plus, Chance goes hands-on with the newly-announced Beats Studio Buds+. Sponsored by Zocdoc: Go to Zocdoc.com/happyhour and download the Zocdoc app to sign-up for free and book a top-rated doctor. Many are available as soon as today. Sponsored by Fast Growing Trees: Join 1.5 million happy customers and save 15% off your perfect plants, shrubs, and trees! Follow Twitter: @ChanceHMiller Mastodon: @chancehmiller@mastodon.social Benjamin Mayo @bzamayo or @bzamayo@mastodon.social Read More Apple previews iOS 17 accessibility features: Assistive Access, Personal Voice and Live Speech, more Review: The new transparent Beats Studio Buds Plus First M3 Macs may launch by end of the year, chip has more CPU/GPU cores compared to M2 Subscribe or Follow Apple Podcasts Overcast Spotify

iOS 17 Accessibility features, Beats Studio Buds+, M3 Mac chip details

9to5Mac Happy Hour

Play Episode Listen Later May 18, 2023 66:37

Benjamin and Chance discuss the iOS 17 Accessibility features Apple previewed this week. Apple also unveiled some new live concert features for Apple Music. Rumors give more color on the iPhone 16 spec situation, and anticipation for M3 Apple Silicon Macs grow. Plus, Chance goes hands-on with the newly-announced Beats Studio Buds+. Sponsored by Zocdoc: Go to Zocdoc.com/happyhour and download the Zocdoc app to sign-up for free and book a top-rated doctor. Many are available as soon as today. Sponsored by Fast Growing Trees: Join 1.5 million happy customers and save 15% off your perfect plants, shrubs, and trees! Follow Twitter: @ChanceHMiller Mastodon: @chancehmiller@mastodon.social Benjamin Mayo @bzamayo or @bzamayo@mastodon.social Read More Apple previews iOS 17 accessibility features: Assistive Access, Personal Voice and Live Speech, more Review: The new transparent Beats Studio Buds Plus First M3 Macs may launch by end of the year, chip has more CPU/GPU cores compared to M2 Subscribe or Follow Apple Podcasts Overcast Spotify

MBW 870: Building My Beaver Dam - App Store Fraud, M3 Pro Macs, Apple Leakers

MacBreak Weekly (Audio)

Play Episode Listen Later May 16, 2023 159:22

App Store stopped more than $2 billion in fraudulent transactions in 2022. Apple launches new concert discovery features on Apple Maps and Apple Music. Apple introduces new features for cognitive accessibility, along with Live Speech, Personal Voice, and Point and Speak in Magnifier. Apple devices to occupy 90% of TSMC 3nm capacity in 2023 First M3 Pro Macs may launch by end of the year, chip has more CPU/GPU cores compared to M2 Pro. Apple executive in charge of TV+ and sports businesses to depart. Apple service outages are at unacceptable level given the importance of the ecosystem. Leaker claims Apple used 'multi-step sting' operation to identify and fire their source ahead of WWDC. Most states halt use of Google and Apple's COVID-19 exposure notification system. Picks of the Week Alex Pick: Ainope USBC 3.2 Gen 2 Andy's Pick: Whats.New Jason's Pick: Laya's Horizon Hosts: Leo Laporte, Alex Lindsay, Andy Ihnatko, and Jason Snell Download or subscribe to this show at https://twit.tv/shows/macbreak-weekly. Get episodes ad-free with Club TWiT at https://twit.tv/clubtwit Sponsors: hellofresh.com/macbreak16 and use code macbreak16 Miro.com/podcast

MBW 870: Building My Beaver Dam - App Store Fraud, M3 Pro Macs, Apple Leakers

MacBreak Weekly (Video HI)

Play Episode Listen Later May 16, 2023 159:22

App Store stopped more than $2 billion in fraudulent transactions in 2022. Apple launches new concert discovery features on Apple Maps and Apple Music. Apple introduces new features for cognitive accessibility, along with Live Speech, Personal Voice, and Point and Speak in Magnifier. Apple devices to occupy 90% of TSMC 3nm capacity in 2023 First M3 Pro Macs may launch by end of the year, chip has more CPU/GPU cores compared to M2 Pro. Apple executive in charge of TV+ and sports businesses to depart. Apple service outages are at unacceptable level given the importance of the ecosystem. Leaker claims Apple used 'multi-step sting' operation to identify and fire their source ahead of WWDC. Most states halt use of Google and Apple's COVID-19 exposure notification system. Picks of the Week Alex Pick: Ainope USBC 3.2 Gen 2 Andy's Pick: Whats.New Jason's Pick: Laya's Horizon Hosts: Leo Laporte, Alex Lindsay, Andy Ihnatko, and Jason Snell Download or subscribe to this show at https://twit.tv/shows/macbreak-weekly. Get episodes ad-free with Club TWiT at https://twit.tv/clubtwit Sponsors: hellofresh.com/macbreak16 and use code macbreak16 Miro.com/podcast

MacBreak Weekly 870: Building My Beaver Dam

All TWiT.tv Shows (MP3)

Play Episode Listen Later May 16, 2023 159:22

App Store stopped more than $2 billion in fraudulent transactions in 2022. Apple launches new concert discovery features on Apple Maps and Apple Music. Apple introduces new features for cognitive accessibility, along with Live Speech, Personal Voice, and Point and Speak in Magnifier. Apple devices to occupy 90% of TSMC 3nm capacity in 2023 First M3 Pro Macs may launch by end of the year, chip has more CPU/GPU cores compared to M2 Pro. Apple executive in charge of TV+ and sports businesses to depart. Apple service outages are at unacceptable level given the importance of the ecosystem. Leaker claims Apple used 'multi-step sting' operation to identify and fire their source ahead of WWDC. Most states halt use of Google and Apple's COVID-19 exposure notification system. Picks of the Week Alex Pick: Ainope USBC 3.2 Gen 2 Andy's Pick: Whats.New Jason's Pick: Laya's Horizon Hosts: Leo Laporte, Alex Lindsay, Andy Ihnatko, and Jason Snell Download or subscribe to this show at https://twit.tv/shows/macbreak-weekly. Get episodes ad-free with Club TWiT at https://twit.tv/clubtwit Sponsors: hellofresh.com/macbreak16 and use code macbreak16 Miro.com/podcast

MacBreak Weekly 870: Building My Beaver Dam

Radio Leo (Audio)

Play Episode Listen Later May 16, 2023 159:22

App Store stopped more than $2 billion in fraudulent transactions in 2022. Apple launches new concert discovery features on Apple Maps and Apple Music. Apple introduces new features for cognitive accessibility, along with Live Speech, Personal Voice, and Point and Speak in Magnifier. Apple devices to occupy 90% of TSMC 3nm capacity in 2023 First M3 Pro Macs may launch by end of the year, chip has more CPU/GPU cores compared to M2 Pro. Apple executive in charge of TV+ and sports businesses to depart. Apple service outages are at unacceptable level given the importance of the ecosystem. Leaker claims Apple used 'multi-step sting' operation to identify and fire their source ahead of WWDC. Most states halt use of Google and Apple's COVID-19 exposure notification system. Picks of the Week Alex Pick: Ainope USBC 3.2 Gen 2 Andy's Pick: Whats.New Jason's Pick: Laya's Horizon Hosts: Leo Laporte, Alex Lindsay, Andy Ihnatko, and Jason Snell Download or subscribe to this show at https://twit.tv/shows/macbreak-weekly. Get episodes ad-free with Club TWiT at https://twit.tv/clubtwit Sponsors: hellofresh.com/macbreak16 and use code macbreak16 Miro.com/podcast

MacBreak Weekly 870: Building My Beaver Dam

All TWiT.tv Shows (Video LO)

Play Episode Listen Later May 16, 2023 159:22

App Store stopped more than $2 billion in fraudulent transactions in 2022. Apple launches new concert discovery features on Apple Maps and Apple Music. Apple introduces new features for cognitive accessibility, along with Live Speech, Personal Voice, and Point and Speak in Magnifier. Apple devices to occupy 90% of TSMC 3nm capacity in 2023 First M3 Pro Macs may launch by end of the year, chip has more CPU/GPU cores compared to M2 Pro. Apple executive in charge of TV+ and sports businesses to depart. Apple service outages are at unacceptable level given the importance of the ecosystem. Leaker claims Apple used 'multi-step sting' operation to identify and fire their source ahead of WWDC. Most states halt use of Google and Apple's COVID-19 exposure notification system. Picks of the Week Alex Pick: Ainope USBC 3.2 Gen 2 Andy's Pick: Whats.New Jason's Pick: Laya's Horizon Hosts: Leo Laporte, Alex Lindsay, Andy Ihnatko, and Jason Snell Download or subscribe to this show at https://twit.tv/shows/macbreak-weekly. Get episodes ad-free with Club TWiT at https://twit.tv/clubtwit Sponsors: hellofresh.com/macbreak16 and use code macbreak16 Miro.com/podcast

M3 Mac specs, Reality Pro latest

9to5Mac Daily

Play Episode Listen Later May 15, 2023 7:43

Listen to a recap of the top stories of the day from 9to5Mac. 9to5Mac Daily is available on iTunes and Apple's Podcasts app, Stitcher, TuneIn, Google Play, or through our dedicated RSS feed for Overcast and other podcast players. Sponsored by Kolide: Kolide's method means fewer support tickets, less frustration, and most importantly: 100% fleet compliance. Visit kolide.com/9to5macdaily to learn more or book a demo. New episodes of 9to5Mac Daily are recorded every weekday. Subscribe to our podcast in Apple Podcast or your favorite podcast player to guarantee new episodes are delivered as soon as they're available. Stories discussed in this episode: First M3 Macs may launch by end of the year, chip has more CPU/GPU cores compared to M2 Apple already anticipating more Reality Pro headset delays iPhone 14 satellite features now available in Australia and New Zealand Follow Chance: Twitter: @ChanceHMiller Mastodon: @chancehmiller@mastodon.social Listen & Subscribe: Apple Podcasts Overcast RSS Spotify TuneIn Google Podcasts Catch up on 9to5Mac Daily episodes! Enjoy the podcast? Shop Apple at Amazon Don't miss out on our other daily podcasts: Quick Charge 9to5Toys Daily The Buzz Share your thoughts! Drop us a line at happyhour@9to5mac.com. You can also rate us in Apple Podcasts or recommend us in Overcast to help more people discover the show.

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AI Today Podcast: AI Glossary Series – CPU, GPU, TPU, and Federated Learning

AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

Play Episode Listen Later May 5, 2023 11:24

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms CPU, GPU, TPU, and Federated Learning, explain how these terms relate to AI and why it's important to know about them. Show Notes: FREE Intro to CPMAI mini course CPMAI Training and Certification AI Glossary Glossary Series: Artificial Intelligence AI Glossary Series – Machine Learning, Algorithm, Model Glossary Series: (Artificial) Neural Networks, Node (Neuron), Layer Glossary Series: Natural Language Processing (NLP), NLU, NLG, Speech-to-Text, TTS, Speech Recognition Continue reading AI Today Podcast: AI Glossary Series – CPU, GPU, TPU, and Federated Learning at AI & Data Today.

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CPUとGPUを刷新してパワーアップした「Surface Studio 2+」登場　71万9180円

microsoft surface studio cpu gpu

Play Episode Listen Later Oct 12, 2022 0:32

{CPUとGPUを刷新してパワーアップした「Surface Studio 2+」登場　71万9180円。　Microsoftは10月12日（米国東部夏時間）、オールインワン型デスクトップPC「Surface Studio+」を発表した。米国や日本を含む一部の国／地域では、発表と同時に販売予約を受け付けている。日本では11月1日の発売を予定しており、直販価格は71万9180円となる。}

115: ElixirConf 2022 Recap

Thinking Elixir Podcast

Play Episode Listen Later Sep 6, 2022 38:42

ElixirConf US 2022 just finished! We cover the big announcements, talk highlights, and other relevant tech news. We discuss what some of these big announcements and projects represent and what they might mean for the Elixir community going forward. We talk about the Elixir 1.14 release, Livebook advances, Phoenix 1.7, machine learning progress, and the surprise announcement of Phoenix LiveView Native! Show Notes online - http://podcast.thinkingelixir.com/115 (http://podcast.thinkingelixir.com/115) Elixir Community News - https://elixir-lang.org/blog/2022/09/01/elixir-v1-14-0-released/ (https://elixir-lang.org/blog/2022/09/01/elixir-v1-14-0-released/) – Elixir v1.14 officially released - https://github.com/elixir-lang/elixir/blob/v1.14.0/CHANGELOG.md#changelog-for-elixir-v114 (https://github.com/elixir-lang/elixir/blob/v1.14.0/CHANGELOG.md#changelog-for-elixir-v114) – Elixir 1.14 changelog - https://github.com/elixir-lang/elixir/blob/v1.14.0/CHANGELOG.md#changelog-for-elixir-v114 (https://github.com/elixir-lang/elixir/blob/v1.14.0/CHANGELOG.md#changelog-for-elixir-v114) – Nerves v1.9.0 fixed Elixir 1.14 warnings - Phoenix 1.7 upcoming release discussed - Phoenix 1.7 generators will use Tailwind CSS - New phx.gen.auth --live option - https://github.com/liveviewnative/liveview-client-swiftui (https://github.com/liveviewnative/liveview-client-swiftui) – Phoenix LiveView Native was announced - https://github.com/liveviewnative/elixirconf_chat (https://github.com/liveviewnative/elixirconf_chat) – ElixirConf Chat project created using Phoenix LiveView Native - https://getfirefly.org (https://getfirefly.org) – Lumen was renamed to Firefly - https://twitter.com/HoldenOullette/status/1565486046237921280 (https://twitter.com/HoldenOullette/status/1565486046237921280) – Podium released an OWASP security training LiveBook for Elixir developers. - https://github.com/podium/elixir-secure-coding (https://github.com/podium/elixir-secure-coding) – Elixir Secure Coding Training (ESCT) - https://www.ectoinproduction.com (https://www.ectoinproduction.com) – Ecto In Production future home - https://github.com/liveshowy/webauthnlivecomponent (https://github.com/liveshowy/webauthn_live_component) – SmartLogic released a LiveComponent to support WebAuthn authentication for your LiveView app - https://github.com/liveshowy/webauthnlivecomponent_demo (https://github.com/liveshowy/webauthn_live_component_demo) – WebAuthn authentication demo page - https://github.com/kipcole9/tempo (https://github.com/kipcole9/tempo) – Kip Cole released a new kind of DateTime library called Tempo - https://kipcole9.github.io/tempo/2021-01-04-its-about-time/ (https://kipcole9.github.io/tempo/2021-01-04-its-about-time/) – Temp blog post explains more about it. - https://twitter.com/steveschoger/status/1562117153591107586 (https://twitter.com/steveschoger/status/1562117153591107586) – Heroicons v2.0 released. Used in TailwindUI templates. - https://twitter.com/louispilfold/status/1564247740879609860 (https://twitter.com/louispilfold/status/1564247740879609860) – Louie Pilford showed a screenshot of Gleam compiling Elixir's Plug - https://blog.heroku.com/next-chapter (https://blog.heroku.com/next-chapter) – Heroku, a popular PaaS made significant policy changes. Ending free tier and more. - https://spectrum.ieee.org/top-programming-languages-2022 (https://spectrum.ieee.org/top-programming-languages-2022) – IEEE Top Programming Languages 2022 - https://twitter.com/josevalim/status/1565408635961884673 (https://twitter.com/josevalim/status/1565408635961884673) – José Valim shared they are porting non-neural algorithms to Elixir/Nx which runs on both CPU/GPU. Shared impressive performance comparisons. - Chris Grainger gave a keynote about how Elixir is ready for real, production machine learning work. - https://www.lambdadays.org/lambdadays2022 (https://www.lambdadays.org/lambdadays2022) – Lambda Days conference. 5-6 June 2023 in Krakow, Poland Do you have some Elixir news to share? Tell us at @ThinkingElixir (https://twitter.com/ThinkingElixir) or email at show@thinkingelixir.com (mailto:show@thinkingelixir.com) Find us online - Message the show - @ThinkingElixir (https://twitter.com/ThinkingElixir) - Email the show - show@thinkingelixir.com (mailto:show@thinkingelixir.com) - Mark Ericksen - @brainlid (https://twitter.com/brainlid) - David Bernheisel - @bernheisel (https://twitter.com/bernheisel) - Cade Ward - @cadebward (https://twitter.com/cadebward)

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138. Alvó kutyák

Konnektor Archívum

Play Episode Listen Later Aug 29, 2022 53:31

A hírek között: Ubisoft (Yves Guillemot): Watch Dogs-ot nagyon fejlesztik nextgen vasakra és PC-re, de a 360/PS3 verziókhoz hozzá sem fogtak még Tretton: PS4 demok játszhatóak lesznek E3-on! Botrány a Colonial Marines körül Blizzard: PS4 Diablo 3 offline is fog működni Rumour: PS4 AMD 2GHZ-en fog pörögni, és a CPU/GPU 28nm en készül - emiatt elvileg nem fog sokat fogyasztani, és nagy doboz se kell neki? Gaming: FB2: Sleeping Dogs, Marvel's The Avengers Battle for Earth (Eredeti megjelenés: 2013.03.05.)

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Episode 435 - HPC on Azure

The Azure Podcast

Play Episode Listen Later Aug 21, 2022

The team catches up with Bill Paxson and Rob Futrick to learn about Azure HPC and the unique way in which the Microsoft Support team is supports HPC customers Media file: https://azpodcast.blob.core.windows.net/episodes/Episode435.mp3 YouTube: https://youtu.be/1y1iDUvx75A Resources: High-performance computing (HPC) on Azure - Azure Architecture Center | Microsoft Docs High Performance Computing – HPC | Microsoft Azure Free MS Learn modules covering many HPC AI topics, from intro to HPC to advanced optimization: Run high-performance computing (HPC) applications on Azure - Learn | Microsoft Docs Overview from HPC AI Day conference earlier this year: (101) Azure HPC+AI Day: HPC + AI software - YouTube Great overview of the entire HPC platform, including CPU + GPU hardware, HPC Storage considerations + options, etc. https://www.youtube.com/watch?v=U54kF0EZ9DM Azure CycleCloud specifically: https://www.youtube.com/watch?v=SyrsXUwm0vA. It has a live demo 19 minutes in. Other updates: Monday, August 15, 2022 9:00 PM Use Container Storage Interface (CSI) driver for Azure Blob storage on Azure Kubernetes Service (AKS) - Azure Kubernetes Service | Microsoft Docs Azure Data Explorer: Log and telemetry analytics benchmark https://azure.microsoft.com/en-us/blog/azure-data-explorer-log-and-telemetry-analytics-benchmark/ Announcing Microsoft Dev Box Preview https://azure.microsoft.com/en-us/blog/announcing-microsoft-dev-box-preview/

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ep015 WWDC 2022 振り返り【ねくさす視点】/ さよならiPod

Life With Gadget

Play Episode Listen Later Aug 11, 2022 90:15

コメント前回のT-Sideのアップロードがめちゃくちゃ遅れたせいでこちらも今更感満載。。by 虎豆しば2号今回の概要欄はMarkdown(HTML)で書いてみました。 by ねくさす＜関連リンク＞ MacBook Pro (13-inch, M2, 2022)はDACを内蔵し、対応ヘッドホンやスピーカーでハイレゾ音源を聞くことが可能。 Apple M2チップを搭載したMacBook Pro (13-inch, M2, 2022)やMacBook Air (M2, 2022)のファームウェアを復活/復元させる方法。 M2 MacBook Air検討中ならココ注意！M2 チップ実機レビュー！MacBook Proをあえて最小構成購入・実務で実力チェック！ - YouTube Apple M2チップを搭載した13インチMacBook Pro (M2, 2022)のCPU/GPUベンチマークスコアまとめ。｢iPod touch｣がディスコン。在庫限りで販売終了へ | CoRRiENTE.top 音楽は生き続けます - Apple (日本) ｢iPod touch｣ Apple公式サイトで在庫なしに。Amazonではまだ在庫あり | CoRRiENTE.top ＜いつも喋ってる人たち＞ねくさす(@nexus_106) - Twitter 虎豆しば2号(@mamesiba9171) - Twitter

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181 CPUとGPUのメモリ使用量と実行時間を計測するコードとか

regonn&curry.fm

Play Episode Listen Later Jul 19, 2022 27:48

話した内容Blog 今回は、CPUとGPUのメモリ使用量と実行時間を計測するコード、今週の分析コンペ、雑談・来週話したいことについて話しました。 #regonn_curry_fm へのお便りはこちら https://forms.gle/BZsrPSa4znoQNfww8

Melotron Sound Expedition: TQ404 80s Moog Synth Ambient CPU GPU 8-bit 80s 1970-1985 cage tangerine

Man Behind The Machine

Play Episode Listen Later Jul 10, 2022 69:14

Melotron Sound Expedition: TQ404 80s Moog Synth Ambient CPU GPU 8-bit 1970-1985 live performance w TQ4 Man and Ms. Z

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Zen 4は「AVX-512」対応　Zen 5は2024年にも登場へ――AMDがCPU／GPUの最新ロードマップを披露

Irish Tech News Audio Articles

Play Episode Listen Later Jun 13, 2022

Zen 4は「AVX-512」対応　Zen 5は2024年にも登場へ――AMDがCPU／GPUの最新ロードマップを披露。　AMDは6月9日（米国太平洋夏時間）、投資アナリストを対象とするイベント「Financial Analyst Day 2022」を開催した。このイベントでは、同社のCPUやGPUのロードマップに関する情報も公開された。この記事では、コンシューマー（個人ユーザー）にも関連しそうな情報をかいつまんでお伝えする。

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Procesor do AI i budowa komputera o możliwościach ludzkiego mózgu - Łukasz Anaczkowski - Graphcore

Nieliniowy

Play Episode Listen Later Jun 1, 2022 56:16

Wywiad z Łukaszem Anaczkowskim z firmy Graphcore.Rozmawiamy m.in na temat:- specjalnego procesora do obliczeń AI - różnic w działaniu w stosunku do CPU / GPU - zysku na przyspieszeniu - batch kontra streaming - niemal nieskończonym skalowaniu - data / model paralelism - czym jest HPC (high performance computing)- o najszybszych i największych superkomputerach na świecie- o rynku na superkomputery i sprzęt do obliczeń AI- jak zbudować komputer o możliwości ludzkiego mózgu (superinteligence)- z czego wynika przyspieszenie obliczeń SGD w ostatnich 10 latach- zapotrzebowaniu na energię przez superkomputeryMontaż podcastów - Dobra Edycja"Jak zacząć podcast" - kurs i książka dla podcastera - Michał DulembaPosłuchaj więcej odcinków na:nieliniowy.pl - podcast na temat uczenia maszynowego i sztucznej inteligencjiNapisz do mnie:Michal Dulemba | LinkedInSubskrybuj podcast:Apple PodcastsSpotifyGoogle PodcastsPodcast AddictRSSKorzystam z: Buzzsprout (hosting odcinków):https://www.buzzsprout.com/?referrer_id=1783532Riverside (aplikacja do zdalnego nagrywania):https://www.riverside.fm/?via=dulemba

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The Importance of Utilizing Unstructured Data with Kirk Marple - Ep. 35

The Analytic Mind

Play Episode Listen Later May 15, 2022 54:42

Data are not all created equal. There are structured (machine-generated) and unstructured (human-generated) data, and each requires a different approach. As a result of the increased use of digital applications and services, unstructured information is growing rapidly. It is estimated that 80-90% of company data is unstructured, and the amount of unstructured data continues to grow at an alarming rate per year. In this episode of The Analytic Mind Podcast, Sam McKay speaks with Kirk Marple, the founder, and CEO of Unstruk Data. Hear about the hidden value in unstructured data and how it impacts the future of data and analytics. Kirk Marple is a Customer-focused Technology leader with extensive expertise with cloud-based microservices, scalable multimedia data ingestion, knowledge graphs (entity extraction/enrichment), machine learning and computer vision integration, and CPU/GPU-based file and data processing workflows. He is highly skilled at architecting and managing teams developing APIs and scalable services, leveraging on-premise and cloud infrastructure, generating significant cost savings, and supporting revenue growth for startups through Fortune 25 companies. Unstruk Data, is a company that is building the industry's leading Unstructured Data Warehouse for automating data preparation via metadata enrichment, integrated compute, and graph-based search. Unstructured data can include anything from audio to visual data, and Kirk explains that analytics can be done on geospatial and temporal unstructured data. Then by using machine learning and artificial intelligence, it is possible to generate knowledge graphs based on this data.

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What's hiding in your unstructured data? Kirk Maple, CEO & Founder of Unstruk Data

All Things Data Podcast

Play Episode Listen Later Apr 12, 2022 35:28

Kirk Marple is the CEO and Founder of Unstruk Data, a new company that is Building the industry's leading Unstructured Data Warehouse for automating data preparation via metadata enrichment, integrated compute, and graph-based search. As a customer-focused technology leader, Kirk has extensive expertise in cloud-based microservices, scalable multimedia data ingestion, knowledge graphs (entity extraction/enrichment), machine learning and computer vision integration, and CPU/GPU-based file and data processing workflows. Kirk has over 25 years of experience developing media management pipelines, leading DevOps at venture backed companies and structuring successful exits. He holds multiple patents and industry awards, and has truly established himself as an industry leader.

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Modern 5G and 6G Networks Enable Edge Computing Technology and Advance StrongNode

Play Episode Listen Later Apr 1, 2022 6:58

By Michael G. Hull Modern technology has evolved at an even faster pace in the last decade generating cutting-edge innovations and breakthroughs – from artificial intelligence, augmented and virtual reality, decentralized finance, to blockchain and crypto technologies. Today, the world is highly connected more than ever. With the emergence of the next-generation cellular network, 5G is the latest iteration of the global wireless technology standard. Numerous countries are securing the availability of 5G coverage in their areas while there are places with limited availability. In 2021, South Korea, Saudi Arabia, Kuwait, Hong Kong, and the USA lead the countries with 5G network availability and user connection. Addressing Speed and Latency with Edge Computing and 5G Connection Along with the advancement of mobile network technology, the 5G network offers faster data speeds, bigger capacity, reduced latency, and improved mobile network services than its 4G predecessor. The 5G network enables significantly improved features of the previous networks to deliver a better user experience and connectivity. In comparing 4G and 5G speeds, the average 4G speed rate can reach from 10-50 Mbps (megabits per second) with a maximum speed ranging from 150 Mbps-1Gbps (gigabits per second) while the average 5G speed rate starts from 50 Mbps with a max speed rate of 1-10 Gbps. Speed rates may also depend on factors like wireless network connection, geographical location, and device unit. The latest 5G network has another major improvement: low latency. Latency is the measured gap or delay between the data transmission and response. Under the 5G network, reduced latency means faster response to transmitted data in real time, improving the overall mobile network user experience, and opening up opportunities across various industries. Nope — this is not an April fool's joke ? $SNE is coming to #LATOKEN this Monday, April 4th. Stay tuned for the official details ? StrongNode.io (@StrongNodeEdge) April 1, 2022 StrongNode powers mobile edge computing The mobile network industry is fast becoming decentralized with the rise of the 5G network. Shifting to a distributed and decentralized model places the transmission and processing of data towards the edge or closer to the data source with the help of edge computing technology. 5G and edge computing goes hand-in-hand as 5G is necessary to improve mobile broadband network performance and minimize latency for faster processing of high-volume data and increased, even instant, response time. 5G mobile edge computing can provide improved services and performances in gaming on 5G-enabled devices, telecommunications, IoT sensors from manufacturing plants, food delivery, video streaming, media, and entertainment among others. This is where StrongNode.io, an Infrastructure-as-a-Service tech company comes in. Leveraging edge computing technology, StrongNode aims to address high latency with the optimization of devices such as laptops, mobile phones, tablets, and eventually smart TV. The StrongNode Edge technology will harness the underutilized computing resources. CPU/GPU cycles, network bandwidth, and data storage – of digital devices commonly found in households, schools, and enterprises to build an edge network that can power the computing needs of other individuals, institutions, and organizations. With the proliferation of 5G-enabled devices, there will be an increase in the efficiency of use in computing resources leaving a higher percentage that can be shared with other users in the network. StrongNode CEO and Co-founder Daniel Saito said that with the rollout of 5G/6G technology, StrongNode could develop products and services that will help democratize computing for the masses regardless of the digital divide between different societies. With 5G/6G standards designed to have 10x or more faster network speed than the current 4G network, then 5G/6G can potentially enhance not only mobile broadband services ...

474: That's Where the Magic Happens

Accidental Tech Podcast

Play Episode Listen Later Mar 17, 2022 115:22

Follow-up: iPad Air does have stereo speakers Mac Studio HDMI is still 2.0 HDMI 2.1 27” Studio Display Pro coming soon? “Five-head” Origins The Flop House #94: Conan the Barbarian @ 29:46 Victor Borge’s Inflationary Language 20 Fenchurch Street The A7III does have animal eye detection (via Alec Pulianas) Base Mac Pro gets a spec bump MaskerAid Updates Photo library access Method Swizzling ARM Mac Pro worst-case scenarios Max Tech: Apple M2 Duo? Patent: Systems and Methods for Interconnecting Dies Patent: Fully Interconnected Heterogeneous Multi-layer Reconstructed Silicon Device Majin Bu’s tweet Universal Control Impressions Synergy #askatp: Did the DTK set reasonable expectations for M1 devices? (via Ryan Petriello) Does switching to higher-resolution displays put a strain on the CPU/GPU? (via Peter Wagoner) What are the three ugliest Macs of all time? (via Wade) John Molar Mac (Power Macintosh G3 All-In-One) LC 580 Casey Polybook Flower Power All 13 Colors of iMac 2004 17” iMac G5 Mac Pro Marco 2006 17” MacBook Pro John’s PowerBook G4 Review 11” MacBook Air 2004 17” iMac G5 2019 Mac Pro Rack-mount Version Post-show: A preview of Casey’s new setup (really) with a CalDigit TS4 Sponsored by: Squarespace: Make your next move. Use code atp for 10% off your first order. Linode: Instantly deploy and manage an SSD server in the Linode Cloud. New accounts get a $100 credit. Kolide: Meet compliance objectives in a remote-first world without resorting to rigid device management. Try Kolide for free! Become a member for ad-free episodes and our early-release, unedited “bootleg” feed! Become a member!

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Warm Machine TQ404 80s Moog Synth Ambient CPU GPU 8-bit 1982-1985

Man Behind The Machine

Play Episode Listen Later Mar 15, 2022 57:54

On this episode: My Warm (TQ404) Machine, Man and TQ4 perform live on the TQ404 software machine

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公開収録をやったらイキリ発言を晒し合う戦いになった【公開収録】#104

ゆる言語学ラジオ

Play Episode Listen Later Mar 5, 2022 48:40

初の公開収録回です。「本は頭に今日のタスクがないうちに読め」「堀元のでまかせ力は〇〇に出続けたから」「CPUは高橋名人、GPUは赤ちゃん20億人」など参加者からの質問に直接答えつつ進めていきます。【目次】 00:00 オープニング。初の公開収録がスタート！ 03:13 何でコミュニティをYouTubeのメンバーシップでやらないの？ 11:19 情報整理について語ったらメタモンが暴走した 16:55 モヤリが人生を切り開く(？) 19:28 堀元、水野はいつ本を読んでいる？ 24:32 リクエスト「消えた言語について話して」ウ～ン1年後ね。 27:57 コミュニティ内の自由研究ラジオが楽しい 30:10 どこまで台本？どこからアドリブ？ 34:58 このラジオ年配の人にも好評だってよ 39:25 誕生の前に命名するのは〇〇のため 46:55 エンディング。コミュニティメンバー募集中！【サポーターコミュニティへの加入はこちらから！】 https://yurugengo.com/support 【姉妹チャンネル：ゆるコンピュータ科学ラジオ】 https://www.youtube.com/channel/UCpLu0KjNy616-E95gPx7LZg 【Twitterあるよ！】ゆる言語学ラジオのTwitterアカウントがあるので、是非フォローしてください！面白語源ネタなどが流れてきてあなたの知識欲が満たされます。 →https://twitter.com/yuru_gengo 【おたよりフォーム】 https://forms.gle/mTGM7A9QNqgjZMgN7 ※皆様からの楽しいおたよりをお待ちしています！【お仕事依頼はこちら！】 yurugengo@gmail.com 【堀元見プロフィール】慶應義塾大学理工学部卒。専門は情報工学。WEBにコンテンツを作り散らかすことで生計を立てている。現在の主な収入源は「アカデミックに人の悪口を書くnote有料マガジン」。 Twitter→https://twitter.com/kenhori2 noteマガジン→https://note.com/kenhori2/m/m125fc4524aca 個人YouTube→https://www.youtube.com/channel/UCYJ335HO_qLZDr7TywpI0Gg 【水野太貴プロフィール】名古屋大学文学部卒。専門は言語学。某大手出版社で編集者として勤務。言語学の知識が本業に活きてるかと思いきや、そうでもない。【BGM提供】・フリーBGM・音楽素材MusMus様 https://musmus.main.jp ・OtoLogic様 https://otologic.jp/ #公開収録 #ゆる言語学ラジオ_公開収録

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Episode 207: Intel CPU/GPU Roadmaps, Mainstream Laptop CPUs, Newegg Problems, Q&A

The Full Nerd

Play Episode Listen Later Feb 23, 2022 121:10

Join The Full Nerd gang as they talk about the latest PC hardware topics. This episode has the gang discuss Intel's updated roadmap for CPU and GPU releases, P and U-series laptop CPU performance and how they compare to AMD's mainstream offerings, Gamer Nexus's quest to fix a Newegg issue, and of course we answer your questions live! Buy The Full Nerd merch: https://crowdmade.com/collections/pcworld Join the PC related discussions and ask us questions on Discord: https://discord.gg/SGPRSy7 Follow the crew on Twitter: @GordonUng @BradChacos @MorphingBall @KeithPlaysPC @AdamPMurray Follow PCWorld for all things PC! ---------------------------------- SUBSCRIBE: http://www.youtube.com/subscription_center?add_user=PCWorldVideos TWITCH: https://www.twitch.tv/PCWorldUS TWITTER: https://www.twitter.com/pcworld

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Episode 119 - It looks like real cheese!

Loose Screws - The Elite Dangerous Podcast

Play Episode Listen Later Jan 28, 2022 86:13

http://loosescrewsed.com Join us on discord! And check out the merch store! https://discord.io/LooseScrews Squad Update: The worm continues to turn in Balmus…consolidation Election for control in Snoqui Xian (then consolidation) Back in expansion…from 6 Andromedae Lambda Andromedae…Workers needs to win that election ASAP so we can finish prepping for expansion into the system…we have a short window. Blame The Bard (Galnet Commentary) https://community.elitedangerous.com/ CG is about… Combat! Sirius corp. Vs. the underdog. Dev news: No streams this week Update 10 Launched https://forums.frontier.co.uk/threads/update-10-odyssey-and-horizons.597956/#post-9713547 Optimizations Hostile ships, now actually show as hostile Thermal Conduit fix (hopefully) - 4th time's the charm Limpets didn't work but were fixed quick, server-side. SRVs can't scoop more than once (EDO) Big Stuff: BGS changes The Pirate Attack faction state will now: Cause factions to lose influence to criminal factions present in that starsystem (approximate 1 percent per tick transferred from PA faction to local anarchy - unknown what happens with more than one local anarchy) Criminal factions will no longer experience active security states and their Security Points will lock at 0 (Boon for anarchies) The Black Market station service will now activate when the controlling faction has an active Civil Unrest state (interesting…) Faction consequences from selling commodities are now based on satisfying available demand at the Commodity Market (unknown how this changes prior market based BGS impacts) You can now support a faction by buying commodities from it, based upon satisfying available supply at its Commodity Market (unknown impact) Questions to be answered: Does profit have an effect still What is impact of supply/demand (outside of profit/cost) Does tonnage sold have an impact outside of demand relationship (it used to) What is effort required for maximum trade impact in uncontested system (previously around 40M net profit) Does negative still work when there is no demand Does negative still work when there is a demand Previous CG reward FSDs are here, but experimentals don't work yet. Discussion: I'd love some community testing and feedback I've found that flying to settlements is the place where performance is the worst of anywhere in the game. But if I murder all the NPCs and then take off performance is dramatically better. When I first booted up after the update I got the bug where all the NPC vendors were missing from a concourse; and performance was way better than normal. This follows with previous observations that NPC AI can stack up within an instance causing big performance hits on EDH/EDO in space and at settlements/concourses. In these cases I (and others) observe that the CPU/GPU is not even close to being fully utilized. My working theory is that the game engine is slowing down how quickly it sends frames to the processors to draw, not the processors hitting their power limit. This might only be apparent on very fast hardware. Please capture screen shots of your performance meter before and after murdering everyone at a settlement and share them in our hardware channel!

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Talkin' Tech 1.24.22

Talkin' Tech

Play Episode Listen Later Jan 24, 2022 0:50

On this episode of Talkin' Tech, Lee Harris talks about a new ASUS Rog Flow, a hybrid laptop/Tablet with all the CPU/GPU power of a gaming PC.

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Todos a pagar

mixxio — podcast diario de tecnología

Play Episode Listen Later Jan 22, 2022 16:16

Se acabó G-Suite gratuito / El Patreon de Instagram / Viajes turísticos en VTOL / Google Play Games para PC / Garmin Fenix 7 / Wine 7.0 / Bug feo en Android Auto Patrocinador: Cuidado con las Macros Ocultas https://www.cuidadoconlasmacrosocultas.com/ es un podcast de divulgación tecnológica para empresas impulsado por Cuatroochenta que responde a preguntas clave de nuestra época en cada episodio: ¿Cómo es un ciberataque desde dentro?, ¿cuál es el impacto medioambiental de la nube?, ¿qué cambiará realmente la IA? — Suscríbete en Spotify https://open.spotify.com/episode/1IyJTLfo2XlrwNwwm0q2gp?si=2gOAVIqdR3yDHLlRU3CX5g, Apple https://podcasts.apple.com/es/podcast/cuidado-con-las-macros-ocultas/id1582767310?i=1000547511042, Ivoox https://www.ivoox.com/m05-automatismos-robots-avatares-el-nuevo-digital-audios-mp3_rf_80668395_1.html, Google https://podcasts.google.com/feed/aHR0cHM6Ly9vbW55LmZtL3Nob3dzL2N1aWRhZG8tY29uLWxhcy1tYWNyb3Mtb2N1bHRhcy9wbGF5bGlzdHMvcG9kY2FzdC5yc3M/episode/ZjgxYjg5MDQtODAyYi00MjI5LTk3Y2ItYWUwODAwOTdhZWVi?ep=14, etc. Se acabó G-Suite gratuito / El Patreon de Instagram / Viajes turísticos en VTOL / Google Play Games para PC / Garmin Fenix 7 / Wine 7.0 / Bug feo en Android Auto

【早报】罗永浩宣布下一次创业将涉足AR/VR/MR领域；腾讯QQ堂明年4月将停运

36氪·8点1氪

Play Episode Listen Later Dec 17, 2021 3:28

据报道，锤子科技创始人罗永浩昨天发布微博称，将再一次高科技创业。他在与网友互动时透露，重返科技行业后将会涉足VR、AR、MR类领域。据中新经纬，腾讯游戏《QQ堂》发布停运公告，因《QQ堂》项目组战略计划，现正式宣布《QQ堂》将在2022年4月20日停止中国大陆地区的运营。《QQ堂》将在2022年4月20日11点关闭游戏服务器，届时玩家将不能正常登陆游戏。该游戏已上线17年。36氪获悉，从小红书方面获悉，平台已启动新一轮“虚假营销”治理专项，首批29个涉嫌虚假营销的品牌被封禁。相比此前的治理专项，此次治理范畴将进一步扩大，覆盖整个“代写代发”灰产链的上下游。在小红书上搜索某品牌关键词，相关笔记内容已经无法显示，页面仅出现“该品牌涉嫌虚假营销，相关内容不予展示”的提示。据央视新闻报道，教育部等九部门昨天发布“十四五”学前教育发展提升行动计划，到2025年，全国学前三年毛入园率将达到90%以上，普惠性幼儿园覆盖率达到85%以上，公办园在园幼儿占比将达到50%以上，覆盖城乡、布局合理、公益普惠的学前教育公共服务体系将进一步健全。据TechWeb报道，本周开始接任英特尔CEO之后首次亚洲之行的帕特·基辛格，已同台积电高层会面，就3nm工艺的代工事宜进行了探讨。英特尔希望能从台积电预订一条单独的生产线，用于生产他们的CPU和GPU，就像台积电与苹果之间的合作一样。但台积电方面希望英特尔为预订3nm工艺生产线支付预付款。据上证报报道，随着元宇宙“炒房”的大火，以NFT为代表的虚拟资产成为市场追逐元宇宙的又一题材。不过，有业内人士强调，当前元宇宙市场仍处于早期概念阶段，投资者应保持谨慎和理性。与元宇宙“炒房”相关的社交产品“虹宇宙”，也在官方微博多次发文称要严查炒作行为，提醒用户谨防上当受骗。据新华社报道，国际货币基金组织（IMF）15日发布的数据显示，受新冠疫情和全球经济衰退影响，2020年全球债务规模达到创纪录的226万亿美元。2020年是自第二次世界大战结束以来全球债务增加最多的一年，全球债务与国内生产总值（GDP）之比上升28个百分点至256%。其中，发达经济体公共债务上升尤为明显，其与GDP之比已从2007年的约70%升至2020年的124%。

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Episode 99: CPU & GPU 101 - Part 2 - Raytrace me like one of your french girls

PCMR Podcast

Play Episode Listen Later Nov 29, 2021 115:52

PC 101 part 2 covers GPUs! How they work, what they do and what you need to know about them. Hopefully this info helps you to make a more informed purchase! :) Intro - 00:00:17 Main Topic - 00:05:05 Contact us here: Patreon Website Twitter Email Discord Music used: Intro: Almost Evil (Cyberpunk) https://www.youtube.com/watch?v=UeAK6P7Gl7w https://inaudio.org/track/almost-evil/ Outro: ＦＯＲＣＥ　ＧＨＯＳＴＥＤ　ヲちごＳｔａｒ　Ｗａｒｓ　"Ｆｏｒｃｅ　Ｔｈｅｍｅ"　Ｒｅｍｉｘ https://www.youtube.com/watch?v=qanlzXvpHDc https://soundcloud.com/f-u-s-i-o-n-4-2

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Episode 98: CPU & GPU 101 - Part 1 - PC go bee boop

PCMR Podcast

Play Episode Listen Later Nov 22, 2021 100:31

Today we learn all about CPUs what they are, what they do and what you should know when making a purchase! This is focused on PC gaming being the main purpose for buying a new CPU. Intro - 00:00:17 Main Topic - 00:02:30 Contact us here: Patreon Website Twitter Email Discord Music used: Intro: Almost Evil (Cyberpunk) https://www.youtube.com/watch?v=UeAK6P7Gl7w https://inaudio.org/track/almost-evil/ Outro: ＦＯＲＣＥ　ＧＨＯＳＴＥＤ　ヲちごＳｔａｒ　Ｗａｒｓ　"Ｆｏｒｃｅ　Ｔｈｅｍｅ"　Ｒｅｍｉｘ https://www.youtube.com/watch?v=qanlzXvpHDc https://soundcloud.com/f-u-s-i-o-n-4-2

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779 - 10/24/21 Bobby Blackwolf Show - CPU/GPU Shortages, More PS Games On PC

The Bobby Blackwolf Show

Play Episode Listen Later Oct 31, 2021 58:38

I have been selected to be a host/donation reader at Awesome Games Done Quick 2022 in January! Intel has stated that there will be a CPU/GPU shortage until 2023. CD Projekt Red stated that there will be a Cyberpunk 2077 next-gen shortage until 2022. God of War is heading to PC, signaling the start of PlayStation Studios titles getting bigger audiences. During the open talk segment after the break, we talk about Orange Lounge Radio host LOKI's NES game Pixel Poops: Number Two, and some thoughts on the new movie Dune.

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SE VIENEN CAMBIOS ARQUITECTÓNICOS EN INTEL, PARA SUS CPU, GPU E IPU

Audio News

Play Episode Listen Later Aug 28, 2021 7:18

En el Día de la Arquitectura 2021, Intel detalló las innovaciones arquitectónicas de la compañía para satisfacer esta creciente demanda, preparando el escenario para las nuevas generaciones de productos de liderazgo. Los arquitectos de Intel proporcionaron detalles sobre dos nuevas arquitecturas de unidad central de procesamiento x86; La primera arquitectura híbrida de rendimiento de Intel e Intel Thread Director; Procesadores de centro de datos de próxima generación de Intel; arquitecturas de unidades de procesamiento de infraestructura; y próximas arquitecturas gráficas.

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Acerのクリエイター向けノートPC「ConceptD」に新モデル　CPUとGPUを刷新

Dash Dinheiro Digital Podcast

Play Episode Listen Later May 27, 2021

Acerのクリエイター向けノートPC「ConceptD」に新モデル　CPUとGPUを刷新。　Acerは5月27日（台湾時間）、クリエイター向けブランド「ConceptD（コンセプトディー）」のノートPCの新モデルを発表した。全モデルでCPUを第11世代Core Hプロセッサに刷新したことが大きな特徴だ。

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Já não é possível viver de mineração no Brasil - CPU, GPU e ASIC - Dash Debat

Play Episode Listen Later Apr 3, 2021 30:52

DEBATE DESCENTRALIZADO STRATUM Compra e venda de criptomoedas. Utilize também suas criptos para pagar boletos, recarregar crédito no celular, entre outros serviços e investimentos. Exchange ✅ https://bit.ly/StratumX Compra e Venda ✅ https://bit.ly/Stratumhk Investimento ✅ https://bit.ly/StratumBlueDash Email para contato Rocelo Lopes: rocelo@stratum.bt RAS é um cripto ativo estável "stablecoin”. Com preço fixo de R$ 1 e lastreado em BRL (Reais) na proporção 1:1 site oficial: ✅ https://bit.ly/RAScash ====================================================== Masternode Compartilhado Torne-se parte de um Masternode Dash.. O CrowdNode une investidores menores para obter recompensas do Masternodes. Video do Passo a Passo ✅ https://youtu.be/IPcs62_BVak ====================================================== ✅ Documentário 1 Venezuela: ⚡ https://youtu.be/rXg1Lxj2i1c ✅ Documentário 2 Colombia : ⚡ https://youtu.be/PeMinQBkEsE ✅ Documentário 3 Suiça: ⚡ https://youtu.be/EWZ3TeuUv4c ====================================================== DASH PARA INICIANTES: ✅ https://www.youtube.com/watch?v=LuI3gE6n8Iw&list=PLEoZf8rYH1vsfw-uIlptpAhfeS9rQvzGI ====================================================== Site oficial em Português https://www.dash.org/pt-br/pessoas/ Links Importantes da DASH Recursos do desenvolvedor: ► Developer Discord - https://chat.dashdevs.org/ ► Documentação do Dash Platform Dev - https://dashplatform.readme.io/ ► Guia do desenvolvedor do Dash Core - https: //dashcore.readme.io/docs/core -... ► Dash Core Github - https://github.com/dashpay ► Dash Platform Github - https://github.com/dashevo Você é um desenvolvedor? Junte-se à comunidade de desenvolvedores, ganhe recompensas por várias recompensas para o desenvolvimento DAPP na plataforma Dash: https://dashdevs.org/bounties/ ================================================== CANAL DASH DINHEIRO DIGITAL DISCORD - Dash Dinheiro Digital ✅ https://discord.gg/q3UGE3t Grupo - Telegram - ✅ https://t.me/DashDinheiroDigital Grupo - WhatsApp - ✅ https://chat.whatsapp.com/FkMiPSF8zhk1QfVY4QV8Wx Twitter: ✅ https://twitter.com/DashDinheiro ====================================================

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9. CPU, GPU এবং APU এর প্রাথমিক ধারণা।

Projukti Kotha

Play Episode Listen Later Mar 13, 2021 8:35

সিপিইউ, জিপিইউ নিয়ে বিস্তর আলোচনা হবে এই এপিসোডে। --- This episode is sponsored by · Anchor: The easiest way to make a podcast. https://anchor.fm/app

Home Gadget Geeks (Video Large)

Jay Mattison from TekEverything and How to get a CPU/GPU in 2021 – HGG481

Play Episode Listen Later Feb 27, 2021

We have Jay Mattison back from TekEverything and we catch up with Jay and his adventures in purchasing an AMD Ryzen 9 CPU and Nvidia GPUs. I think you might be surprise on what he had to do to get them in hand! We also talk small form factor PCs, Office Chairs on the cheap (well, sort of cheap) and an update on is office mic. All that and more! Full show notes, transcriptions, audio and video at http://theAverageGuy.tv/hgg481 Join Jim Collison / @jcollison and Mike Wieger / @WiegerTech

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Jay Mattison from TekEverything and How to get a CPU/GPU in 2021 – HGG481

Home Gadget Geeks (Video Small)

Play Episode Listen Later Feb 27, 2021

We have Jay Mattison back from TekEverything and we catch up with Jay and his adventures in purchasing an AMD Ryzen 9 CPU and Nvidia GPUs. I think you might be surprise on what he had to do to get them in hand! We also talk small form factor PCs, Office Chairs on the cheap (well, sort of cheap) and an update on is office mic. All that and more! Full show notes, transcriptions, audio and video at http://theAverageGuy.tv/hgg481 Join Jim Collison / @jcollison and Mike Wieger / @WiegerTech

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Jay Mattison from TekEverything and How to get a CPU/GPU in 2021 – HGG481

Home Gadget Geeks (Audio MP3)

Play Episode Listen Later Feb 27, 2021 87:50

We have Jay Mattison back from TekEverything and we catch up with Jay and his adventures in purchasing an AMD Ryzen 9 CPU and Nvidia GPUs. I think you might be surprise on what he had to do to get them in hand! We also talk small form factor PCs, Office Chairs on the cheap (well, sort of cheap) and an update on is office mic. All that and more! Full show notes, transcriptions, audio and video at http://theAverageGuy.tv/hgg481 Join Jim Collison / @jcollison and Mike Wieger / @WiegerTech

pcs cpu mattison amd ryzen nvidia gpus cpu gpu selres office chairs theaverageguy

CPU, GPU, and the Hardware World (Interview with Dr. Andreas Moshovos, Professor at the University of Toronto and Director of NSERC COHESA)

Sci-Section

Play Episode Listen Later Jan 19, 2021 10:32

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What’s Happening with the CPU / GPU Markets and Hard Drives are Cheaper Than Ever – HGG473

Home Gadget Geeks (Video Large)

Play Episode Listen Later Dec 19, 2020

We have Bob Buskirk and Ryan Kerschner from ThinkComputers.org are back this week as we spend some time talking about the GPU and CPU markets, Hard Drive and Solid State storage and a long look at Bob’s new 49 Inch Ultra Widescreen Monitor. If you are a Patreon Subscriber or follow the Live Channel on YouTube or now on Twitch you can see both the Pre and Post Show there! We have some discussion about CES 2021 at the end. All that and more! Full show notes, transcriptions, audio and video at http://theAverageGuy.tv/hgg473 Join Jim Collison / @jcollison and

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What’s Happening with the CPU / GPU Markets and Hard Drives are Cheaper Than Ever – HGG473

Home Gadget Geeks (Video Small)

Play Episode Listen Later Dec 19, 2020

We have Bob Buskirk and Ryan Kerschner from ThinkComputers.org are back this week as we spend some time talking about the GPU and CPU markets, Hard Drive and Solid State storage and a long look at Bob’s new 49 Inch Ultra Widescreen Monitor. If you are a Patreon Subscriber or follow the Live Channel on YouTube or now on Twitch you can see both the Pre and Post Show there! We have some discussion about CES 2021 at the end. All that and more! Full show notes, transcriptions, audio and video at http://theAverageGuy.tv/hgg473 Join Jim Collison / @jcollison and

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What’s Happening with the CPU / GPU Markets and Hard Drives are Cheaper Than Ever – HGG473

Home Gadget Geeks (Audio MP3)

Play Episode Listen Later Dec 19, 2020 85:24

We have Bob Buskirk and Ryan Kerschner from ThinkComputers.org are back this week as we spend some time talking about the GPU and CPU markets, Hard Drive and Solid State storage and a long look at Bob’s new 49 Inch Ultra Widescreen Monitor. If you are a Patreon Subscriber or follow the Live Channel on YouTube or now on Twitch you can see both the Pre and Post Show there! We have some discussion about CES 2021 at the end. All that and more! Full show notes, transcriptions, audio and video at http://theAverageGuy.tv/hgg473 Join Jim Collison / @jcollison and

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Game Tech 8: The Calm Before the Storm

PSVG Podcast Network

Play Episode Listen Later Oct 31, 2020 117:51

The land of K’s, P’s, Flops, Frames, & HDR, welcome to Game Tech!On this episode of the Game Tech Pod we discuss the next generation of console video games and their ultra fast SSD applications. We also breakdown the latest CPU & GPU announcements from AMD, the latest happenings in streaming with Nintendo, Stadia, and Amazon Luna, before we close with a very important discussion focused on ray tracing.Please follow Game Tech on TwitterMuch thanks to our wonderful Patreon Producers - Edwin Calo, Barry Cathcart, Hayley Nicole Miller, Chris M., Justin Pickerd, Kyle Haiman, Nick Metzger, Devin Tyus, Delvin Cox, Grrouchie Serge, Justin Pickerd, Ryan Craig, Paul Callicoat, Joel Voss / Prof Switch, Sean Capri, Mo "CoachMo" Mahoney, Robert (Navillus) Sullivan, Josh Bornbone, Ashley Borbone, Rudedays93, Quauhtli “the Loborican” Olivieri, Michael Masek, Zach Bradshaw, Nick Faulhaber, Ben Moxham, Rob Emanuel & Kyle “the Pug” Richards!

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Level 4.13 - Jessie's Tryna Take A Ride On The Buster Sword!!

Press X to Start

Play Episode Listen Later Apr 17, 2020 60:53

SUBSCRIBE NOW!!!! on iTunes, Google Play, Spotify and Stitcher. DISCLAIMER: Due to us recording this episode from our respective bunkers, the audio quality is a little rough around the edges. We still hope you enjoy the episode! This week on the Press X to Start Podcast: DJ, Sean & Cam talk about: FFVII Remake, the DualSense controller; Animal Crossing getting banned in China and much more! What We've Been Playing - Time code: 02:26 Sean finishes his violent trip down memory lane in the remastered Modern Warfare 2 campaign and then links up with the rest of the boys in Midgar for our FFVII Remake first impressions. Gaming News - Time code: 32:33 The quick hits: FFVII Remake is doing well on the review circuit; Warzone's Trophy system buff makes vehicles even MORE powerful; Predator: Hunting Grounds comes with an "Exposed Ass" warning; Nintendo Switches are sold out everywhere thanks to the quarantine; PS5's CPU & GPU will ensure that GodFall will have appropriately godly gameplay; Bethesda VP, Pete Hines, hypes up the DualSense controller; Google Stadia is now free and will have a free Pro Subscription for 2 months. The heavy hitters: PS5 & Xbox Series X will be getting a new version of Cyberpunk 2077; The DualSense controller's microphone will apparently eliminate crosstalk; China bans Animal Crossing New Horizons because of protestors co-opting it for their activism. If you're enjoying the show, please take a moment to rate/review it on whatever service you're using. Every little bit helps! SUBSCRIBE SUBSCRIBE SUBSCRIBE SUBSCRIBE Join/Follow Us:Youtube: Press X To Start TVTwitch: pressxtostarttvFacebook: https://www.facebook.com/pressx2startTwitter: @PressX2S Instagram: @PressX2Start You can find more info about the Press X and who we are at www.PressX2start.com. If you have any questions or just want to tell us how great (or just slightly okay) we're doing or how we can be better, be a friend and reach out and email us at pressxtostartpodcast@gmail.com End music by @hgpmd on SoundCloud | IG Be good to each other, Peace!

苹果A12Z揭秘：原来是“马甲”芯片，提高性能全因开核

雷科技

Play Episode Listen Later Mar 27, 2020 0:39

苹果最新的A12Z仿生处理器，与A12X对比，具有相同的CPU和GPU内核物理数量，只不过A12Z启用了第八颗GPU内核，而A12X并没有启用。

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#3x07 Podcast All Gamers In

AllGamersIn

Play Episode Listen Later Mar 20, 2020 119:45

Fiel a nuestra cita mensual, y sin que el coronavirus dichoso nos afecte, hoy lanzamos el séptimo programa de la tercera temporada de nuestro podcast, para que estéis enterados de toda la actualidad del mundo de los videojuegos y de los temas más candentes que han sucedido estos días. Teníamos ganas de una buena charla y mucho de lo que hablar, y por eso este programa ha quedado más largo de lo normal, casi dos horas, que esperamos podáis agradecer para sobrellevar mejor estos días de cuarentena. Dreams, las mejores parejas y la consola que nos robó el corazón Empezamos el programa repasando las noticias más importantes de estos últimos días, donde hablamos de Call of Duty: Warzone, la llegada de Horizon Zero Dawn a PC, los rumores de Sony tratando de hacerse con los derechos de Silent Hill, la demo de Resident Evil 3 y las novedades en Xbox Game Pass. En la noticia de la semana iniciamos una charla/debate sobre todo lo que hemos conocido de Xbox Series X y PlayStation 5, y es que las dos consolas de nueva generación han mostrado sus detalles técnicos y ya podemos compararlas. Analizamos su CPU/GPU, su memoria, sus características y añadidos, incluso nos atrevemos a apostar por su fecha y precio. ¿Acertará alguien? En la sección de El Recomendado de Allgamersin os dejamos varios juegos largos para que esta cuarentena por el COVID-19 se haga más llevadera, títulos que os ofrecerán decenas, incluso cientos de horas de juego y diversión. Finalmente en La Polémica hablamos de la extraña presentación de Sony con PS5 y la forma que está teniendo la compañía japonesa por ir ofreciendo la información de su consola en lo que va del año.

Specs Confirmed or Rumors

Rollin Off Track Podcast

Play Episode Listen Later Feb 5, 2020 33:24

PS5 Coming Soon! Are you prepared?! Dedicated website for news and press releases. No price confirmed. CPU GPU comparisons with PS4. PS4 sales decline. Do you know why? Do you really need backward compatibility? Pre-orders coming soon. Pay now or wait. Playstation related news for the week. Visit rollinofftrackpodcast.com for more! Thank you for listening!

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丽莎老师讲机器人之CPU、GPU、TPU、NPU都是些什么之二

Play Episode Listen Later Dec 13, 2019 9:44

丽莎老师讲机器人之CPU、GPU、TPU、NPU都是些什么之二欢迎收听丽莎老师讲机器人，想要孩子参加机器人竞赛、创意编程、创客竞赛的辅导，找丽莎老师！欢迎添加微信号：153 5359 2068，或搜索微信公众号：我最爱机器人。TPUCPU和GPU都是较为通用的芯片，但是有句老话说得好：万能工具的效率永远比不上专用工具。随着人们的计算需求越来越专业化，人们希望有芯片可以更加符合自己的专业需求，这时，便产生了ASIC（专用集成电路）的概念。ASIC是指依产品需求不同而定制化的特殊规格集成电路，由特定使用者要求和特定电子系统的需要而设计、制造。当然这概念不用记，简单来说就是定制化芯片。因为ASIC很“专一”，只做一件事，所以它就会比CPU、GPU等能做很多件事的芯片在某件事上做的更好，实现更高的处理速度和更低的能耗。但相应的，ASIC的生产成本也非常高。而TPU（Tensor Processing Unit, 张量处理器）就是谷歌专门为加速深层神经网络运算能力而研发的一款芯片，其实也是一款ASIC。一般公司是很难承担为深度学习开发专门ASIC芯片的成本和风险的，究其原因是谷歌提供的很多服务，包括谷歌图像搜索、谷歌照片、谷歌云视觉API、谷歌翻译等产品和服务都需要用到深度神经网络。基于谷歌自身庞大的体量，开发一种专门的芯片开始具备规模化应用（大量分摊研发成本）的可能。如此TPU登上历史舞台也顺理成章了。原来很多的机器学习以及图像处理算法大部分都跑在GPU与FPGA（半定制化芯片）上面，但这两种芯片都还是一种通用性芯片，所以在效能与功耗上还是不能更紧密的适配机器学习算法，而且Google一直坚信伟大的软件将在伟大的硬件的帮助下更加大放异彩，所以Google便想，我们可不可以做出一款专用机机器学习算法的专用芯片，TPU便诞生了。TPU与同期的CPU和GPU相比，可以提供15-30倍的性能提升，以及30-80倍的效率（性能/瓦特）提升。初代的TPU只能做推理，要依靠Google云来实时收集数据并产生结果，而训练过程还需要额外的资源；而第二代TPU既可以用于训练神经网络，又可以用于推理。看到这里你可能会问了，为什么TPU会在性能上这么牛呢？TPU在芯片上使用了高达24MB的局部内存，6MB的累加器内存以及用于与主控处理器进行对接的内存，总共占芯片面积的37%（图中蓝色部分）。谷歌充分意识到了片外内存访问是GPU能效比低的罪魁祸首，因此不惜成本的在芯片上放了巨大的内存。相比之下，英伟达同时期的K80只有8MB的片上内存，因此需要不断地去访问片外DRAM。另外，TPU的高性能还来源于对于低运算精度的容忍。研究结果表明，低精度运算带来的算法准确率损失很小，但是在硬件实现上却可以带来巨大的便利，包括功耗更低、速度更快、占芯片面积更小的运算单元、更小的内存带宽需求等...TPU采用了8比特的低精度运算。到目前为止，TPU其实已经干了很多事情了，例如机器学习人工智能系统RankBrain，它是用来帮助Google处理搜索结果并为用户提供更加相关搜索结果的；还有街景Street View，用来提高地图与导航的准确性的；当然还有下围棋的计算机程序AlphaGo！NPU讲到这里，相信大家对这些所谓的“XPU”的套路已经有了一定了解，我们接着来。所谓NPU（Neural network Processing Unit），即神经网络处理器。顾名思义，这家伙是想用电路模拟人类的神经元和突触结构啊！怎么模仿？那就得先来看看人类的神经结构——生物的神经网络由若干人工神经元结点互联而成，神经元之间通过突触两两连接，突触记录了神经元之间的联系。高中生物还记得吗？如果想用电路模仿人类的神经元，就得把每个神经元抽象为一个激励函数，该函数的输入由与其相连的神经元的输出以及连接神经元的突触共同决定。为了表达特定的知识，使用者通常需要（通过某些特定的算法）调整人工神经网络中突触的取值、网络的拓扑结构等。该过程称为“学习”。在学习之后，人工神经网络可通过习得的知识来解决特定的问题。这时不知道大家有没有发现问题——原来，由于深度学习的基本操作是神经元和突触的处理，而传统的处理器指令集（包括x86和ARM等）是为了进行通用计算发展起来的，其基本操作为算术操作（加减乘除）和逻辑操作（与或非），往往需要数百甚至上千条指令才能完成一个神经元的处理，深度学习的处理效率不高。这时就必须另辟蹊径——突破经典的冯·诺伊曼结构！神经网络中存储和处理是一体化的，都是通过突触权重来体现。而冯·诺伊曼结构中，存储和处理是分离的，分别由存储器和运算器来实现，二者之间存在巨大的差异。当用现有的基于冯·诺伊曼结构的经典计算机（如X86处理器和英伟达GPU）来跑神经网络应用时，就不可避免地受到存储和处理分离式结构的制约，因而影响效率。这也就是专门针对人工智能的专业芯片能够对传统芯片有一定先天优势的原因之一。CPU、GPU与NPU相比，会有百倍以上的性能或能耗比差距BPU（Brain Processing Unit，大脑处理器）是由地平线科技提出的嵌入式人工智能处理器架构。第一代是高斯架构，第二代是伯努利架构，第三代是贝叶斯架构。目前地平线已经设计出了第一代高斯架构，并与英特尔在2017年CES展会上联合推出了ADAS系统（高级驾驶辅助系统）。DPU（Deep learning Processing Unit, 即深度学习处理器）最早由国内深鉴科技提出，基于Xilinx可重构特性的FPGA芯片，设计专用的深度学习处理单元（可基于已有的逻辑单元，设计并行高效的乘法器及逻辑电路，属于IP范畴），且抽象出定制化的指令集和编译器（而非使用OpenCL），从而实现快速的开发与产品迭代。事实上，深鉴提出的DPU属于半定制化的FPGA。你以为到这里就完了吗？不，据说每过18天，集成电路领域就会多出一个XPU，直到26个字母被用完。这被戏称为AI时代的XPU版摩尔定律。据不完全统计，已经被用掉的有：APU -- Accelerated Processing Unit, 加速处理器，AMD公司推出加速图像处理芯片产品。BPU -- Brain Processing Unit, 地平线公司主导的嵌入式处理器架构。CPU -- Central Processing Unit 中央处理器，目前PC core的主流产品。DPU -- Deep learning Processing Unit, 深度学习处理器，最早由国内深鉴科技提出；另说有Dataflow Processing Unit 数据流处理器， Wave Computing 公司提出的AI架构；Data storage Processing Unit，深圳大普微的智能固态硬盘处理器。FPU -- Floating Processing Unit 浮点计算单元，通用处理器中的浮点运算模块。GPU -- Graphics Processing Unit, 图形处理器，采用多线程SIMD架构，为图形处理而生。HPU -- Holographics Processing Unit 全息图像处理器，微软出品的全息计算芯片与设备。IPU -- Intelligence Processing Unit， Deep Mind投资的Graphcore公司出品的AI处理器产品。MPU/MCU -- Microprocessor/Micro controller Unit，微处理器/微控制器，一般用于低计算应用的RISC计算机体系架构产品，如ARM-M系列处理器。NPU -- Neural Network Processing Unit，神经网络处理器，是基于神经网络算法与加速的新型处理器总称，如中科院计算所/寒武纪公司出品的diannao系列。RPU -- Radio Processing Unit, 无线电处理器， Imagination Technologies 公司推出的集合集Wifi/蓝牙/FM/处理器为单片的处理器。TPU -- Tensor Processing Unit 张量处理器， Google 公司推出的加速人工智能算法的专用处理器。目前一代TPU面向Inference，二代面向训练。VPU -- Vector Processing Unit 矢量处理器，Intel收购的Movidius公司推出的图像处理与人工智能的专用芯片的加速计算核心。WPU -- Wearable Processing Unit，可穿戴处理器，Ineda Systems公司推出的可穿戴片上系统产品，包含GPU/MIPS CPU等IP。XPU -- 百度与Xilinx公司在2017年Hotchips大会上发布的FPGA智能云加速，含256核。ZPU -- Zylin Processing Unit, 由挪威Zylin 公司推出的一款32位开源处理器。当26个字母被用完后，即将出现各种各样的PU，并以更快的速度占领起名界。

google arm api amd pu gpu asic fpga xilinx tpu cpu gpu

丽莎老师讲机器人之CPU、GPU、TPU、NPU都是些什么之一

Play Episode Listen Later Dec 13, 2019 8:18

丽莎老师讲机器人之CPU、GPU、TPU、NPU都是些什么之一欢迎收听丽莎老师讲机器人，想要孩子参加机器人竞赛、创意编程、创客竞赛的辅导，找丽莎老师！欢迎添加微信号：153 5359 2068，或搜索微信公众号：我最爱机器人。如今技术日新月异，物联网、人工智能、深度学习等概念遍地开花，各类芯片名词GPU, TPU, NPU,DPU,层出不穷......它们都是什么？与CPU又是什么关系？今天我们就来科普一下这些各种PU”！CPUCPU( Central Processing Unit, 中央处理器)就是机器的“大脑”，也是布局谋略、发号施令、控制行动的“总司令官”。CPU的结构主要包括运算器（ALU, Arithmetic and Logic Unit）、控制单元（CU, Control Unit）、寄存器（Register）、高速缓存器（Cache）和它们之间通讯的数据、控制及状态的总线。简单来说就是：计算单元、控制单元和存储单元，计算单元主要执行算术运算、移位等操作以及地址运算和转换；存储单元主要用于保存运算中产生的数据以及指令等；控制单元则对指令译码，并且发出为完成每条指令所要执行的各个操作的控制信号。所以一条指令在CPU中执行的过程是这样的：读取到指令后，通过指令总线送到控制器（黄色区域）中进行译码，并发出相应的操作控制信号；然后运算器（绿色区域）按照操作指令对数据进行计算，并通过数据总线将得到的数据存入数据缓存器（大块橙色区域）。CPU遵循的是冯诺依曼架构，其核心就是：存储程序，顺序执行。讲到这里，有没有看出问题，没错——在这个结构图中，负责计算的绿色区域占的面积似乎太小了，而橙色区域的缓存Cache和黄色区域的控制单元占据了大量空间。高中化学有句老生常谈的话叫：结构决定性质，放在这里也非常适用。因为CPU的架构中需要大量的空间去放置存储单元（橙色部分）和控制单元（黄色部分），相比之下计算单元（绿色部分）只占据了很小的一部分，所以它在大规模并行计算能力上极受限制，而更擅长于逻辑控制。另外，因为遵循冯诺依曼架构（存储程序，顺序执行），CPU就像是个一板一眼的管家，人们吩咐的事情它总是一步一步来做。但是随着人们对更大规模与更快处理速度的需求的增加，这位管家渐渐变得有些力不从心。于是，大家就想，能不能把多个处理器放在同一块芯片上，让它们一起来做事，这样效率不就提高了吗？没错，GPU便由此诞生了。GPU在正式讲解GPU之前，我们先来讲讲上文中提到的一个概念——并行计算。并行计算(Parallel Computing)是指同时使用多种计算资源解决计算问题的过程，是提高计算机系统计算速度和处理能力的一种有效手段。它的基本思想是用多个处理器来共同求解同一问题，即将被求解的问题分解成若干个部分，各部分均由一个独立的处理机来并行计算。并行计算可分为时间上的并行和空间上的并行。时间上的并行是指流水线技术，比如说工厂生产食品的时候分为四步：清洗-消毒-切割-包装。如果不采用流水线，一个食品完成上述四个步骤后，下一个食品才进行处理，耗时且影响效率。但是采用流水线技术，就可以同时处理四个食品。这就是并行算法中的时间并行，在同一时间启动两个或两个以上的操作，大大提高计算性能。空间上的并行是指多个处理机并发的执行计算，即通过网络将两个以上的处理机连接起来，达到同时计算同一个任务的不同部分，或者单个处理机无法解决的大型问题。比如小李准备在植树节种三棵树，如果小李1个人需要6个小时才能完成任务，植树节当天他叫来了好朋友小红、小王，三个人同时开始挖坑植树，2个小时后每个人都完成了一颗植树任务，这就是并行算法中的空间并行，将一个大任务分割成多个相同的子任务，来加快问题解决速度。所以说，如果让CPU来执行这个种树任务的话，它就会一棵一棵的种，花上6个小时的时间，但是让GPU来种树，就相当于好几个人同时在种。GPU全称为Graphics Processing Unit，图形处理器，就如它的名字一样，GPU最初是用在个人电脑、工作站、游戏机和一些移动设备（如平板电脑、智能手机等）上运行绘图运算工作的微处理器。为什么GPU特别擅长处理图像数据呢？这是因为图像上的每一个像素点都有被处理的需要，而且每个像素点处理的过程和方式都十分相似，也就成了GPU的天然温床。GPU的构成相对简单，有数量众多的计算单元和超长的流水线，特别适合处理大量的类型统一的数据。但GPU无法单独工作，必须由CPU进行控制调用才能工作。CPU可单独作用，处理复杂的逻辑运算和不同的数据类型，但当需要大量的处理类型统一的数据时，则可调用GPU进行并行计算。GPU的工作大部分都计算量大，但没什么技术含量，而且要重复很多很多次。就像你有个工作需要计算几亿次一百以内加减乘除一样，最好的办法就是雇上几十个小学生一起算，一人算一部分，反正这些计算也没什么技术含量，纯粹体力活而已；而CPU就像老教授，积分微分都会算，就是工资高，一个老教授资顶二十个小学生，你要是富士康你雇哪个？GPU就是用很多简单的计算单元去完成大量的计算任务，纯粹的人海战术。这种策略基于一个前提，就是小学生A和小学生B的工作没有什么依赖性，是互相独立的。但有一点需要强调，虽然GPU是为了图像处理而生的，但是我们通过前面的介绍可以发现，它在结构上并没有专门为图像服务的部件，只是对CPU的结构进行了优化与调整，所以现在GPU不仅可以在图像处理领域大显身手，它还被用来科学计算、密码破解、数值分析，海量数据处理（排序，Map-Reduce等），金融分析等需要大规模并行计算的领域。所以GPU也可以认为是一种较通用的芯片。

cpu gpu cache arithmetic tpu dpu npu mapreduce cpu gpu parallel computing

丽莎老师讲机器人之选择人工智能数据存储的六个注意事项

Tanzcast - Il podcast di Antonio Fucito

Play Episode Listen Later Oct 21, 2019 10:54

丽莎老师讲机器人之选择人工智能数据存储的六个注意事项欢迎收听丽莎老师讲机器人，想要孩子参加机器人竞赛、创意编程、创客竞赛的辅导，找丽莎老师！欢迎添加微信号：153 5359 2068，或搜索微信公众号：我最爱机器人。人工智能和机器学习将成为帮助企业利用其核心数字资产创造竞争优势的两个最重要的工具。但在采用人工智能数据存储之前，企业必须考虑一系列基于机器学习平台如何获取、处理和保留数据的需求。首先，企业需要检查机器学习软件使用的数据的生命周期，因为这可以帮助企业了解为人工智能选择存储时应考虑的事项。企业必须获取数据来训练机器学习或人工智能算法。这些是处理数据以学习任务的软件工具，例如识别对象、处理视频和跟踪运动。数据可以从多种来源产生，并且通常本质上是非结构化的，例如对象和文件。人工智能的训练过程需要使用数据资产，并使用机器学习或人工智能软件创建算法，以处理未来的数据源。在训练或开发算法时，人工智能软件将处理源数据，以开发一个模型，该模型可以创建企业需要获得的洞察力或收益。开发机器学习算法很少作为一个单一的过程来完成。随着企业积累新的数据，其算法得到了改进和完善。这意味着很少的数据被丢弃，相反，它会随着时间的推移而增长并重新处理。在企业为人工智能平台选择存储之前，必须首先考虑以下注意事项：1.成本。人工智能数据存储的成本是企业考虑的关键因素。显然，企业管理层和参与采购决策的管理人员都希望其存储尽可能具有成本效益，并且在许多情况下，这将影响企业的产品选择和策略。2.可扩展性。在此需要强调收集、存储和处理大量数据以创建机器学习或人工智能模型的必要性。机器学习算法要求源数据呈指数增长，以实现精度的线性提高。创建可靠和准确的机器学习模型可能需要数百TB甚至PB的数据，而且这只会随着时间的推移而增加。构建PB级存储系统通常意味着使用对象存储或横向扩展文件系统。现代对象存储当然可以解决人工智能工作负载的容量需求，但是它们可能无法满足其他标准，例如高性能。横向扩展文件系统可以提供高性能和良好的可扩展性，但是将整个数据集存储在单个平台上可能会很昂贵。由于可扩展性要求和大容量产品的成本，块存储通常不是机器学习或人工智能的正确选择，因为高容量产品的可扩展性要求和成本。这里唯一的例外是在公共云中。存储成本的变化引入了分层或使用多种存储类型来存储数据的思想。例如，对象存储是存储大量非活动人工智能数据的良好目标。当需要处理数据时，可以将其移动到高性能文件存储集群或为高性能而设计的对象存储中的节点，并且在处理完成后可以将数据移回。3.性能。人工智能数据的存储性能包括三个方面。首先可能也是最重要的是延迟。这定义了软件发出的每个I/O请求的处理速度。低延迟很重要，因为改善延迟会直接影响创建机器学习或人工智能模型所需的时间。复杂的模型开发可能需要数周或数月的时间才能运行。通过缩短此开发周期，企业可以更快地创建和完善模型。在检查延迟功能时，由于对象访问的数据流特性，对象将引用时间存储到第一个字节，而不是单个I/O请求的延迟。存储性能的另一个方面是吞吐量，这是可以将数据写入存储平台或从存储平台读取数据的速度。系统吞吐量很重要，因为人工智能培训会处理大量数据集，通常会反复读取和重新读取相同的数据以准确地开发模型。机器学习和人工智能数据的来源(例如自动驾驶汽车上的传感器)每天可以产生数TB的新数据。所有这些信息都必须添加到现有数据存储中，并且对任何现有处理的影响最小。正确设置存储平台至关重要，因为涉及的数据量非常大。存储性能的最后一个方面是并行访问。机器学习和人工智能算法并行处理数据，运行多个任务，这些任务可以多次读取同一数据，并跨越多个并行任务。对象存储擅长并行读取I/O处理，因为没有对象锁定或属性可管理。文件服务器跟踪内存中打开的I/O请求或文件句柄。因此，I/O请求的数量取决于平台上可用的内存。机器学习的数据可以由大量的小文件组成。在这个领域，文件服务器可以提供比对象存储更好的性能。向人工智能存储供应商提出的一个关键问题是，其产品的性能特征将如何在大文件类型和小文件类型之间发生变化。4.可用性和耐用性。机器学习和人工智能学习模型可以长期连续运行。通过训练开发算法可能需要几天或几周的时间。在此期间，存储系统必须启动并持续可用。这意味着任何升级、技术更换或系统扩展都需要在不停机的情况下进行。在大型系统中，部件故障是正常的，必须按此处理。这意味着用于人工智能工作的任何平台都应该能够从设备(例如HDD硬盘或SSD硬盘)和节点或服务器故障中恢复。对象存储使用擦除编码在多个节点上广泛分布数据，并将组件故障的影响降到最低。有擦除编码技术可以扩展文件系统以提供同等的弹性级别。擦除编码方案的效率非常重要，因为它直接关系到读写I/O的性能，特别是对于小文件。由于大多数大型对象存储太大而无法定期备份，因此可靠的擦除编码成为人工智能存储平台的基本功能。5.公共云。开发机器学习和人工智能算法既需要高性能的存储又需要高性能的计算。许多人工智能系统都基于GPU(例如Nvidia DGX)，可以减轻开发精确算法所涉及的许多复杂数学计算的负担。公共云服务提供商已开始提供可用于机器学习的GPU加速虚拟实例。在公共云中运行机器学习工具可以降低构建机器学习开发基础设施的投资和成本，同时提供扩展开发机器学习模型所需基础设施的能力。使用公共云计算面临的挑战是如何以经济高效和实用的方式将数据导入公共云。基于云计算的对象存储速度太慢，无法满足机器学习的I/O需求;因此，必须使用本地块存储。每延迟一分钟传输数据以及执行机器学习的延迟，就意味着增加运行基础设施的成本。公共云的另一个问题是数据出口的成本。尽管云计算服务提供商不收取将数据移动到其平台的费用，但他们确实会收取从其平台之外的公共网络访问的任何数据的费用。因此，尽管公共云在计算方面提供了灵活性，但以一种及时且经济高效的方式在云中进出数据并不总是那么简单。供应商正在开发存储产品，以在其内部部署和公共云中运行其产品。这些产品可以有效地复制数据或将数据移至云中，并且只在完成后才将结果移回。这些复制技术具有高带宽效率，使在本地存储数据并导入到云中进行分析工作变得切实可行。6. 整合。构建人工智能数据存储可能很困难，因为存储网络和调整存储必须考虑其他因素才能与机器学习应用程序一起工作。产品的预包装使供应商能够在将产品交付给客户之前对其产品进行测试和优化。如今，有一些存储产品将流行的人工智能软件、通用CPU和GPU等计算、网络和存储设备结合在一起，以提供支持人工智能的平台。在部署这些系统之前，许多详细的调整工作已完成。尽管成本可能是一个问题，但对于许多客户而言，预包装的系统可以减少采用人工智能存储的障碍。显然，选择合适的人工智能数据存储平台是性能、可扩展性和成本等指标的平衡。正确使用存储平台至关重要，因为涉及的数据量很大。选择错误的产品可能是一个代价高昂的错误。与任何存储产品决策一样，重要的是与供应商沟通，以准确了解他们的产品如何满足人工智能和机器学习的需要。

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PlayStation 5 ufficiale a fine 2020: 21 minuti di pippe mentali su prezzo e caratteristiche.

Play Episode Listen Later Oct 9, 2019 21:27

È ufficiale! PlayStation 5 arriverà a fine 2020 con una configurazione CPU/GPU di AMD, SSD e un controller con una vibrazione innovativa. Dovrebbe essere anche retrocompatibile con PS4...ne parlo in questo nuovo video, cercando di immaginare alcuni scenari e il prezzo con cui arriverà la console nei negozi!

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#109 GPU Graficas 1

Unos y Ceros (Patxi)

Play Episode Listen Later Jun 18, 2019 14:43

Hola Mundo! . Hemos llegado al increible mundo de las tarjetas graficas, las GPU, con sus tensor cores, sus rt cores. Dado que las GPU son un microprocesador ASIC, explicamos aqui el concepto, y también algo muy comentado en la relación CPU-GPU que es el concepto del CUELLO DE BOTELLA. . En el próximo capítulo profundizaremos un poco más en este impresionante mundo, sus memorias, el SLI y CROSSFIRE, etc. . Link de Hardware 360 Cuello de Botella: ( https://youtu.be/-FAPHb-AFPQ ) . Mi Web: https://unosycerospatxi.wordpress.com/ .

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52. 2019/03/27 平成の次の元号を、AIだけで決めさせる物語、他

Recalog

Play Episode Listen Later Mar 27, 2019

トピック枕：平成の次の元号を、AIだけで決めさせる物語 (00:06～) 漢籍南総里見八犬伝 1. PythonだけでIoTのPoCを組める、「Degu」はWeb系エンジニア向けのIoTセンサー (08:13～) Degu 株式会社アットマークテクノ Seeed Technology Co.,Ltd コアスタッフ株式会社 Thread MicroPython 2. コインハイブ事件で無罪判決　弁護人「警察の暴走、食い止められることを願う」 (17:57～) Coinhive 不正指令電磁的記録に関する罪他人のパソコンで「マイニング」有罪判決 3. フォートナイトを非力なマシンでも楽しめるクラウドゲーミングサービス「Vectordash」 (26:33～) Vectordash Radeon RX570 RX470の投げ売りが始まっているようです CPU・GPU同時稼働のマイニング収益結果と電気代を全て公開します。 4. MyMeは会った相手全員を覚えてくれる――OrCamから顔と名刺を認識するウェアラブル・カメラ登場へ (37:40～) ORCAM 5. Googleのゲームサービス『STADIA』発表。YouTubeのゲーム動画から即プレイ開始 (45:30～) STADIA 『Apex Legends』EAが人気ストリーマーNinjaに約1億円の報酬支払いか―ロイター報道 Android App Bundle 6. Scientists rise up against statistical significance (56:15～) 「“統計的に有意差なし”もうやめませんか」　Natureに科学者800人超が署名して投稿ご意見、ご感想 Twitter メールアドレス：recalog1@gmail.com 編曲 @Touden氏最大限の感謝を BGM 騒音のない世界 beco様より OP:オオカミ少年本編:蜃気楼免責本ラジオはあくまで個人の見解であり現実のいかなる団体を代表するものではありませんご理解頂ますようよろしくおねがいします

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Já Não É Possível Viver De Mineração No Brasil - CPU, GPU E ASIC - Dash Debate

Dash Dinheiro Digital Podcast

Play Episode Listen Later Jan 25, 2019 30:52

Veja nesse programa de debate a realidade da mineração no Brasil e suas dificuldades. Daniel - Sul Miners https://www.youtube.com/channel/UC0nSEfCfn_P4UU3pqL7n93g Wendel - Z Crypto Brasil https://www.youtube.com/channel/UClKnhx_E2ZW1giC6yNyJscw Peterson https://www.youtube.com/channel/UCxmgnwFjbDU_W0s0IVdo04A Leandro - Smart Cash Twitter: @leoreinaux Saulo https://www.youtube.com/watch?v=lMh1DAzWoPQ ================================================== DISCORD - Dash Dinheiro Digital https://discordapp.com/invite/6zrPrwx Grupo - Telegram - https://t.me/DashDinheiroDigital Grupo 4 - WhatsApp - https://chat.whatsapp.com/6KHt2BdwwIz5TNaU4dvfiR Podcast - Google Play Music https://play.google.com/music/m/Ibjmkjs4vzbgc4eddti7hsapjhe?t=Dash_Dinheiro_Digital_Podcast Podcast Sound Cloud https://soundcloud.com/dash-dinheiro-digital Itunes Podcast https://itunes.apple.com/us/podcast/dash-dinheiro-digital-podcast/id1289400459 =================================================== Apoie o canal Dash Dinheiro Digital Usando o código de promoção na hora de abrir sua conta na STRATUM CoinBR Você não paga nada a mais por isso. Clique no link abaixo. https://auth.coinbr.io/signup.php?ref=dashdinheirodigital Ou use o código na hora de abrir sua conta dashdinheirodigital ou na BRAZILIEX no link abaixo. https://braziliex.com/?ref=5307867433F0EE27A9E702ACEDC6E9F5 ==================================================== Ou usando essas Carteiras abaixo DASH XqXfBqFdYJPpRymh8JzDZHrNnr24oR4KtY BITCOIN CASH 14u14mU9HbfRUpWwp4WEmhSSk9ana6ySv8 ETH 0x15fb8183fKd608Kcd042635f0185Ke4d446126fc BTC 1HeVgVBn2WKhWM8tQSqyf7bMeEE2hZh5dW __ Site oficial em Português https://www.dash.org/pt Documentação oficial em Português https://dashpay.atlassian.net/wiki/spaces/PDDEP/overview Site mundial de preços Dash http://www.dash.dog/ Sites Importantes sobre Dash. https://dashvotetracker.com/ https://www.dashcentral.org/ https://www.dash.org/forum/ http://dashmasternode.org/ https://dashpay.atlassian.net/wiki/spaces/DOC/pages/1146945/Mining https://chainz.cryptoid.info/dash/ https://www.coinwarz.com/difficulty-charts/dash-difficulty-chart https://www.dash.org/dark-gravity-wave/ https://discoverdash.com/ https://dashpay.atlassian.net/wiki/spaces/DOC/pages/1146945/Mining ==================================================== A proposta: Dash é um projeto de código aberto que proporciona soluções financeiras baseadas na tecnologia Blockchain. Dash é como dinheiro digital, que pode ser gasto fácil e instantaneamente online e em lojas e serviços espalhados pelo mundo. A Dash tem um valor de mercado de mais de 5 bilhão de dólares, e mais de 25 milhões são movimentados dentro da rede a cada 24 horas. A Dash é governada e tem sua infraestrutura financiada de forma revolucionária de forma descentralizada e usa mais de 4.500 masternodes para verificar as transações. O envio imediato (InstantSend) Dash confirma definitivamente pagamentos entre 1-4 segundos e usa masternodes num segundo nível para fechas as transações. Isso torna a Dash perfeita para adoção no varejo e pagamentos diretos – funciona como um dinheiro digital descentralizado. A Dash protege os gastos habituais pessoais e segredos de negociações comerciais com um sistema descentralizado chamado de envio privado (PrivateSend). O PrivateSend mantém suas transações privadas e fungíveis. A Dash utiliza uma rede inovadora de dois níveis. O segundo nível, composto de masternodes, possibilita características adicionais tais quais transações instantâneas, transações privadas e governo e financiamento descentralizados A Dash tem um sistema descentralizado para governar e financiar seus desenvolvimentos futuros. Projetos podem ser propostos por qualquer um, a comunidade discute o mérito e finalmente donos de masternodes votam em aprovar ou não o pagamento para o financiamento do projeto. Se aprovado, o projeto é financiado diretamente pela blockchain.

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丽莎老师讲机器人之2019年最值得关注的八大AI趋势