PPT-Automated optimization of the European XFEL performance with OCELOT

Sergey Tomin Machine Learning Applications for Particle Accelerators SLAC 28022018 Outline Introduction Generic Optimizer Adaptive Feedback Machine Learning at the European XFEL S2e simulations in the control room . Their key benefits are these improved productivity reduced wage and operating costs increased safety predictable continuous operation almost completely independent of the weather maximum use of space resourcesaving operation Gottwald The Pacesetter Michael Pekeler. RI Research Instruments GmbH. Friedrich-Ebert-Str. 1. 51429 . Bergisch. . Gladbach. Germany . Advanced Technology Equipment and Turn-Key System Supplier for Research, Industry and Medical worldwide. 1. Overview. 2. Ocelot PTX Emulator. Multicore-Backend. NVIDIA GPU Backend. AMD GPU Backend. Execution Model . Parallel thread Execution (PTX). Explicit memory hierarchy. Cooperative thread arrays (CTAs) and ordering constraints. in a crystal. Belarusian. State. University. Aliaksandr. . Leonau. The Actual Problems of . Microworld. Physics. Gomel, . Belarus, July 27 - August 7, 2015. Contents. Basics of X-ray free electron lasers (XFELs). By Michelle Celliers. Contents. Jaguar . Ocelot. Toco Toucan . Poisonous Dart Frog. Jaguar. The jaguar. . is one of the most dangerous animals in the Amazon.. . An excellent hunter. They can climb high trees and run after its prey. This animal is about 6 feet long and can reach up to 250 pounds in weight. It lives on the first layer ( the forest floor ) of the rainforest but hunt on the understory.. Overview. Ocelot PTX . Emulator. Multicore-Backend. NVIDIA GPU Backend. AMD GPU Backend. 2. Overview. Ocelot PTX . Emulator. Multicore-Backend. NVIDIA GPU Backend. AMD GPU Backend. 3. Multicore CPU Backend: Introduction. Overview. GPU Ocelot overview. Building, configuring, and executing Ocelot programs. Ocelot Device Interface and CUDA Runtime API. Ocelot PTX Internal Representation. PTX Pass Manager. 2. Ocelot: Multiplatform Dynamic Compilation. Created by Natalie Evans. The Ocelot is Amazing For 3 Reasons. What it looks like. It’s speed. What it eats. What it looks like. The ocelot has a pink nose and large clear eyes. It is a medium-sized wild cat that is 4 feet long. It’s fur color ranges from reddish-yellow to smoky white.. The Build Alpha is a genetic trading software that offers a wide range of clients to use the best systematic trading strategies based on user-selected fitness functions such as net profits, overall risk, etc. and test criteria. Presentation . 1. DSO Training . April 2015. Regions covered by TA’s. OEL Form. Water Treatment & Distribution. Optimization. . Overview. History. Challenges. Approach. Optimization is About . macromolecular. . complexes . at the European XFEL. Evgeny. Saldin. Requirements. . for. bio-imaging. European XFEL publicity image shows single macromolecular complex imaging with atomic resolution (www.xfel.eu/media/), but this is not possible with present design!. cryomodule. . assembly. Stéphane BERRY . completed. . from. . Trublet. |. Thierry at XFEL meeting in 2015 April. Coupler warm part . assembly. Non . Conformties. Coupler Cold Part. Issues. During the assembly of coupler warm part on the position #4 of XM18 cryomodule, water has been found under ceramic protection cap of coupler cold part THRI-CP-474 (picture 1 on page 2). Some . V. . Kain. , M. Fraser, B. Goddard, S. . Hirlander. , M. Schenk, F. . Velotti. CERN, EPFL, University of Malta. Lots of input from S. Levine’s lectures on Deep Reinforcement Learning at UC Berkeley . of . Module Performance . due to RF Conditioning at AMTF. Denis Kostin, MHF-SL, DESY. .. TTC Meeting, July 5-8 2016, Saclay, France.. Outline. E-XFEL CryoModule Tests Statistics. CM Test / RF Conditioning.