NVIDIA's Crazy 2022-23 Data Center CPUs, GPUs, and NICs
We go into what was announced, and the Easter eggs found in the NVIDIA GTC 2022 keynote. We cover the NVIDIA H100 (Hopper), SXM H100, DGX H100, HGX H100 8 GPU, NVLink Switch, DGX Pod, NVIDIA Grace, Grace-Hopper, Grace-2xHopper, NVIDIA Eos supercomputer, Quantum Infiniband, Spectrum Etherne
From playlist Server Processors on STH
Stanford Seminar - Dataflow for convergence of AI and HPC - GroqChip!
Dennis Abts, Groq Oskar Mencer, Maxeler/Groq May 18, 2022 This talk provides a journey through Dataflow history, arriving at the recent convergence of AI and HPC, with the novel Groq architecture, the tensor streaming processor (TSP), combining elements from traditional dataflow architect
From playlist Stanford EE380-Colloquium on Computer Systems - Seminar Series
Tony Lelievre (DDMCS@Turing): Coarse-graining stochastic dynamics
Complex models in all areas of science and engineering, and in the social sciences, must be reduced to a relatively small number of variables for practical computation and accurate prediction. In general, it is difficult to identify and parameterize the crucial features that must be incorp
From playlist Data driven modelling of complex systems
This 850,000 Core AI Engine Block from SC22 is....
We take a look a the latest server innovations at Supercomputing 2022 and see things like the newest AMD EPYC 9004 Genoa platforms, NVIDIA H100 platforms, a giant Cerebras AI engine, HPE showing an AstroLabs lunar lander, CXL demos, and even a liquid cooling loop that is leak-proof. Get re
From playlist Cool Server Hardware Series
Intel Ponte Vecchio is a Spaceship GPU
Main site article: https://www.servethehome.com/intel-ponte-vecchio-is-a-spaceship-of-a-gpu/ STH Merch on Spring: https://the-sth-merch-shop.myteespring.co/ STH Top 5 Weekly Newsletter: https://eepurl.com/dryM09 STH Forums: https://forums.servethehome.com/ In this video, we go into why th
From playlist Cool Server Hardware Series
AMD Just Rocked the Data Center World with Milan-X MI200 Genoa and Bergamo
STH Main Site Article: https://www.servethehome.com/amd-bergamo-to-hit-128-cores-and-genoa-at-96-cores/ STH Merch on Spring: https://the-sth-merch-shop.myteespring.co/ STH Top 5 Weekly Newsletter: https://eepurl.com/dryM09 AMD just dropped a bombshell on the market with the huge cache AMD
From playlist Server Processors on STH
Many NVIDIA A100 The Dell PowerEdge XE8545 Server Reviewed
Main site article: https://www.servethehome.com/dell-emc-poweredge-xe8545-review-amd-epyc-and-nvidia-redstone-server/ STH Merch on Spring: https://the-sth-merch-shop.myteespring.co/ STH Top 5 Weekly Newsletter: https://eepurl.com/dryM09 STH Forums: https://forums.servethehome.com/ In our
From playlist Cool Server Hardware Series
Computational Physics Lecture 15, Linear Regression
In this lecture, we give an introduction to the problem of curve fitting and least-squares regression. Then, we describe the linear regression method. We also discuss a set of non-linear curve-fitting problems (exponential function, power law equation, and saturation function) that can be
From playlist Nazarbayev: PHYS 270 - Computational Physics with Ernazar Ab
Etienne Fouvry - 3/4 Analytic aspects of Cohen-Lenstra heuristics
Etienne Fouvry - Analytic aspects of Cohen-Lenstra heuristics
From playlist École d'été 2014 - Théorie analytique des nombres
09b Machine Learning: Linear Regression
Lecture on linear regression as an introduction to machine learning prediction. Includes derivation, prediction and confidence intervals, testing model parameters etc. We start simple and build from these concepts to much more complicated machines! Follow along with the demonstration work
From playlist Machine Learning
Stefan Friedl: Exceptional 3-manifolds
Abstract: We say a manifold M is exceptional if for any n all degree n covers of M are homeomorphic. For example closed surfaces and all tori are exceptional. We classify exceptional 3-manifolds. This is based on joint work with Junghwan Park, Bram Petri and Aru Ray. Recording during the
From playlist Topology
Jonathan Weare (DDMCS@Turing): Stratification for Markov Chain Monte Carlo
Complex models in all areas of science and engineering, and in the social sciences, must be reduced to a relatively small number of variables for practical computation and accurate prediction. In general, it is difficult to identify and parameterize the crucial features that must be incorp
From playlist Data driven modelling of complex systems
(ML 9.2) Linear regression - Definition & Motivation
Linear regression arises naturally from a sequence of simple choices: discriminative model, Gaussian distributions, and linear functions. A playlist of these Machine Learning videos is available here: http://www.youtube.com/view_play_list?p=D0F06AA0D2E8FFBA
From playlist Machine Learning
In computing, a virtual machine (VM) is the virtualization/emulation of a computer system. Virtual machines are based on computer architectures and provide functionality of a physical computer. Their implementations may involve specialized hardware, software, or a combination. In this #vir
From playlist Virtual Machine
Data Modeling Tutorial | Data Modeling for Data Warehousing | Data Warehousing Tutorial | Edureka
***** Data Warehousing & BI Training: https://www.edureka.co/data-warehousing-and-bi ***** Data modeling is a process used to define and analyze data requirements needed to support the business processes within the scope of corresponding information systems in organizations. Therefore, th
From playlist Data Warehousing Tutorial Videos
Gabriel Stoltz: An introduction to molecular dynamics
Find this video and other talks given by worldwide mathematicians on CIRM's Audiovisual Mathematics Library: http://library.cirm-math.fr. And discover all its functionalities: - Chapter markers and keywords to watch the parts of your choice in the video - Videos enriched with abstracts, b
From playlist Numerical Analysis and Scientific Computing
COMPUTER HISTORY: REMEMBERING THE IBM SYSTEM/360 MAINFRAME, its Origin and Technology (IRS, NASA)
The origin of the IBM System/360 mainframe computer family, IBM’s most successful computer product line, and one of the most influential computer system architectures of the twentieth century. IBM invested $5 billion in resources to develop the new architecture and multiple system models.
From playlist Computer History: Early IBM computers 1944 to 1970's
BIM – Building Information Modeling – is very much talked about in the building industry, but what is it really, what is it useful for, and who should use it? Watch this video to learn more. More info on Archicad BIM: http://www.graphisoft.com/BIM Download Archicad for free: https://myar
From playlist The World's Best BIM Videos | Curated by The B1M
Multiscale modeling and simulations to bridge molecular... - 5 October 2018
http://www.crm.sns.it/event/422/ Multiscale modeling and simulations to bridge molecular and cellular scales Predicting cellular behavior from molecular level remains a key issue in systems and computational biology due to the large complexity encountered in biological systems: large num
From playlist Centro di Ricerca Matematica Ennio De Giorgi